diff --git a/.github/workflows/r-parity.yml b/.github/workflows/r-parity.yml new file mode 100644 index 0000000..b33954e --- /dev/null +++ b/.github/workflows/r-parity.yml @@ -0,0 +1,33 @@ +name: R parity + +# Regenerates the reference outputs from the R package FSM and reruns the +# parity suite against them. CI uses the committed fixtures and needs no R; +# this catches a new FSM release or an R-version change in the numbers. + +on: + schedule: + - cron: "41 6 * * 1" + workflow_dispatch: + +permissions: + contents: read + +jobs: + parity: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + persist-credentials: false + - uses: r-lib/actions/setup-r@f9a764fea8d5c63df6ef9a5c7795bf7deb5d7e05 # v2.14.0 + with: + use-public-rspm: true + - name: Install FSM + run: Rscript -e 'install.packages(c("FSM", "jsonlite"))' + - name: Regenerate fixtures + run: Rscript tests/fixtures/make_r_fixtures.R + - name: Show what changed + run: git diff --stat -- tests/fixtures + - uses: astral-sh/setup-uv@c18668ad3cf93ea998bef934396af7bb5c839dc7 # v10.2.0 + - name: Parity suite on fresh fixtures + run: uv run --extra plot pytest -q tests diff --git a/.gitignore b/.gitignore index 6e83fc5..6d4ba94 100644 --- a/.gitignore +++ b/.gitignore @@ -10,3 +10,4 @@ build/ docs/_build/ _site/ .DS_Store +docs/generated/ diff --git a/CHANGELOG.md b/CHANGELOG.md index d3759bf..e1b34e5 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -11,6 +11,14 @@ that version. ### Added -- Initial package scaffolding. +- `fsm` and `fsm_batch`: the Finite Selection Model with all eleven selection + functions of the R package FSM, reproducing its allocations exactly given the + same selection order. +- `som` (SCOMARS, global percentage, randomized chunk) and `crd`. +- `perm_test`, `ess_rand`, `ess_model`, `tasmd`, `tasmd_rand`, `make_sq_inter`, + `asmd` and `love_plot`. +- The Lalonde (Dehejia–Wahba NSW) data, rebuilt from the NBER source. +- R parity fixtures, the suite that checks them, and a weekly workflow that + regenerates them from a fresh R install. [Unreleased]: https://github.com/finite-sample/finite-selection/commits/main diff --git a/CITATION.cff b/CITATION.cff index f919197..5af3c9c 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -10,3 +10,45 @@ authors: given-names: "Gaurav" repository-code: "https://github.com/finite-sample/finite-selection" license: MIT +abstract: "A Python implementation of the Finite Selection Model for randomized, balanced allocation of units to treatment groups, checked for numerical parity against the R package FSM." +keywords: + - experimental design + - randomization + - covariate balance + - causal inference +references: + - type: article + title: "Assigning subjects to experimental treatments: the finite selection model" + authors: + - family-names: "Morris" + given-names: "Carl N." + journal: "Journal of Econometrics" + volume: 11 + start: 43 + end: 61 + year: 1979 + doi: "10.1016/0304-4076(79)90053-8" + - type: article + title: "Balanced and robust randomized treatment assignments: the finite selection model for the Health Insurance Experiment and beyond" + authors: + - family-names: "Chattopadhyay" + given-names: "Ambarish" + - family-names: "Morris" + given-names: "Carl N." + - family-names: "Zubizarreta" + given-names: "José R." + journal: "Journal of the Royal Statistical Society Series A: Statistics in Society" + volume: 189 + issue: 4 + year: 2026 + - type: software + title: "FSM: Finite Selection Model" + authors: + - family-names: "Chattopadhyay" + given-names: "Ambarish" + - family-names: "Morris" + given-names: "Carl N." + - family-names: "Zubizarreta" + given-names: "José R." + url: "https://cran.r-project.org/package=FSM" + version: "1.0.0" diff --git a/README.md b/README.md index 9ba7e95..43715ed 100644 --- a/README.md +++ b/README.md @@ -5,10 +5,121 @@ [![Docs](https://github.com/finite-sample/finite-selection/actions/workflows/docs.yml/badge.svg)](https://finite-sample.github.io/finite-selection/) [![Python](https://img.shields.io/pypi/pyversions/finite-selection)](https://pypi.org/project/finite-selection/) -Finite Selection Model for randomized, balanced allocation of units to treatment groups + + +finite-selection assigns units to treatment groups at random while keeping the +groups alike on their covariates. It implements the Finite Selection Model +(FSM) that Carl Morris built for the RAND Health Insurance Experiment, and it +gives the same allocations as the R package +[FSM](https://cran.r-project.org/package=FSM) when both start from the same +random turn order. + +## How it works + +The groups take turns choosing units, like captains picking teams. A random +draw fixes the order of turns, under a rule that never lets one group get far +ahead of its share. On its turn a group takes the remaining unit that most +improves its own design: by default, the unit that most increases the +determinant of its X'X matrix (D-optimality). Every group chases the same goal, +so the groups come out balanced. The turn order is random, so +randomization-based inference still applies. ## Installation ```bash pip install finite-selection +pip install "finite-selection[data,plot]" # example data and love plots +``` + +## Example + +This splits the 445 men of the National Supported Work data into groups of +222 and 223, once with the FSM and once by complete randomization. The table +reports TASMD for the first group: the distance between its covariate means and +the full-sample means, in standard deviations. + +```python +import numpy as np +import finite_selection as fs + +x = fs.lalonde() +rng = np.random.default_rng(2026) + +order = fs.som([222, 223], method="scomars", rng=rng) # who chooses when +fsm_z = fs.fsm(x, order, rng=rng).assignment # who goes where +crd_z = fs.crd([222, 223], rng=rng) # complete randomization + +print(fs.tasmd_rand(x, {"CRD": crd_z, "FSM": fsm_z}).round(3)) +``` + +```text + CRD FSM +Age 0.066 0.002 +Education 0.004 0.004 +Black 0.023 0.011 +Hispanic 0.055 0.007 +Married 0.043 0.007 +Nodegree 0.018 0.004 +Re74 0.016 0.006 +Re75 0.006 0.002 ``` + +The FSM group sits within 0.011 standard deviations of the full sample on +every covariate. The randomized group is off by up to 0.066, on age. That is +one draw of each. Over 200 draws, the average TASMD per covariate is 0.034 to +0.041 under complete randomization and 0.004 to 0.008 under the FSM. +`tasmd_rand` reports these averages when given a matrix of assignments. + +The package also allocates units that arrive in batches (`fsm_batch`), offers +ten other selection functions, and covers the analysis side: Fisher +randomization tests (`perm_test`), effective sample sizes for comparing designs +(`ess_rand`, `ess_model`), squares and interactions of the covariates +(`make_sq_inter`), and love plots (`love_plot`). The +[user guide](docs/guide.md) runs a full experiment with them. + +## What it assumes + +The FSM needs every unit and its covariates before assignment starts, so it +suits experiments that enroll a known list, not ones that recruit as they go. +It balances the columns you give it. Balance on squares or interactions +requires passing them in, through `make_sq_inter` for example. Against outcome +components it cannot see, it matches complete randomization on average but is +worse in a few directions (up to 2.6 times the variance in our check), so +covariates you believe matter belong in the design, and regression adjustment +at the analysis stage still adds precision. Run time grows with the square of the sample: about 0.1 seconds for 445 +units and 7 seconds for 5,000. + +## Agreement with R + +The script `tests/fixtures/make_r_fixtures.R` runs R's exported functions on a +grid of cases and saves their inputs and outputs. The test suite checks the +Python functions against those records: + +- Given the same turn order, `fsm` reproduces R's allocation and selection + sequence in all 67 cases, which span the 11 selection functions, two to four + groups, and the options (intercept, scaling, ridge size, `Q_initial`, + collinear data). `fsm_batch` does the same in 3 cases. +- Random draws (`som`, `crd`) match R in distribution over 10,000 draws. R and + numpy use different random number generators, so individual draws differ. +- In four places R 1.0.0 departs from its own documentation, and Python + follows the documentation. For example, R's `ess_rand` reads only the first N + assignments, and its `perm_test` ignores a nonzero null effect. Fixes are + proposed upstream, and [Behaviour and parity with R](docs/behavior.md) lists + each departure with its test. + +## Credits + +Carl N. Morris introduced the FSM (1979, *Journal of Econometrics* 11, 43-61). +Ambarish Chattopadhyay, Carl N. Morris and José R. Zubizarreta recast it in the +potential-outcomes framework and wrote the R package FSM, described in +"Randomized and balanced allocation of units into treatment groups using the +finite selection model for R" (arXiv:2105.02393) and "Balanced and robust +randomized treatment assignments: the finite selection model for the Health +Insurance Experiment and beyond" (*JRSS-A* 189(4), 2026; arXiv:2205.09736). +This package is an independent implementation checked against theirs. The +bundled data is Dehejia and Wahba's subset of the National Supported Work +demonstration (LaLonde 1986), from +[NBER](https://users.nber.org/~rdehejia/nswdata.html). + +Cite the papers when you use the method, and this package (`CITATION.cff`) when +you use the software. diff --git a/docs/_templates/autosummary/base.rst b/docs/_templates/autosummary/base.rst new file mode 100644 index 0000000..3fe9858 --- /dev/null +++ b/docs/_templates/autosummary/base.rst @@ -0,0 +1,5 @@ +{{ objname | escape | underline }} + +.. currentmodule:: {{ module }} + +.. auto{{ objtype }}:: {{ objname }} diff --git a/docs/_templates/autosummary/class.rst b/docs/_templates/autosummary/class.rst new file mode 100644 index 0000000..d07d69b --- /dev/null +++ b/docs/_templates/autosummary/class.rst @@ -0,0 +1,6 @@ +{{ objname | escape | underline }} + +.. currentmodule:: {{ module }} + +.. autoclass:: {{ objname }} + :members: diff --git a/docs/_templates/autosummary/function.rst b/docs/_templates/autosummary/function.rst new file mode 100644 index 0000000..3fe9858 --- /dev/null +++ b/docs/_templates/autosummary/function.rst @@ -0,0 +1,5 @@ +{{ objname | escape | underline }} + +.. currentmodule:: {{ module }} + +.. auto{{ objtype }}:: {{ objname }} diff --git a/docs/api.md b/docs/api.md index 0431698..88d5971 100644 --- a/docs/api.md +++ b/docs/api.md @@ -1,6 +1,63 @@ -# API +# API reference + +## Allocation ```{eval-rst} -.. automodule:: finite_selection - :members: +.. currentmodule:: finite_selection + +.. autosummary:: + :toctree: generated + :nosignatures: + + som + fsm + fsm_batch + crd + scomars_probs + SelectionOrder + FSMResult +``` + +## Balance and design assessment + +```{eval-rst} +.. currentmodule:: finite_selection + +.. autosummary:: + :toctree: generated + :nosignatures: + + tasmd + tasmd_rand + TasmdSummary + asmd + ess_rand + ess_model + love_plot +``` + +## Inference + +```{eval-rst} +.. currentmodule:: finite_selection + +.. autosummary:: + :toctree: generated + :nosignatures: + + perm_test + PermTestResult +``` + +## Covariates and data + +```{eval-rst} +.. currentmodule:: finite_selection + +.. autosummary:: + :toctree: generated + :nosignatures: + + make_sq_inter + lalonde ``` diff --git a/docs/behavior.md b/docs/behavior.md new file mode 100644 index 0000000..8bf84f0 --- /dev/null +++ b/docs/behavior.md @@ -0,0 +1,109 @@ +# Behaviour and parity with R + +`finite-selection` reproduces the R package +[FSM](https://cran.r-project.org/package=FSM) 1.0.0 (Chattopadhyay, Morris and +Zubizarreta). The code is written independently, from the published algorithm. +Agreement with R is established black-box: `tests/fixtures/make_r_fixtures.R` +calls R's exported functions on a grid of cases and records the inputs and +outputs, and the test suite checks the Python functions against those records. +The `R parity` workflow regenerates the records from a fresh R install weekly. + +This page lists the numerical conventions the parity depends on, and the places +where Python deliberately departs from R. + +## What "parity" means here + +- **Deterministic results are compared exactly.** + - Given the same selection order and `ties="smallest"`, `fsm` and `fsm_batch` + return the same allocation and the same selection sequence as R. + - Their criterion matrices agree to R's seventh rounded decimal. + - `perm_test`, `ess_rand`, `ess_model`, `tasmd_rand` and `make_sq_inter` + agree to 1e-10 or better on identical inputs. +- **Random draws are compared as distributions.** + - R and numpy use different random number generators, so `som`, `crd` and + `fsm(ties="random")` cannot match R draw for draw. + - What is exact is everything downstream of a draw. For example, SCOMARS's + conditional probabilities along R's own path match exactly. + - The draws themselves are tested against 10,000 R draws, stage by stage + or unit by unit. +- **The bundled Lalonde data matches R's `Lalonde`** to 1e-9. + - It is rebuilt from the public NBER file by `scripts/build_lalonde.py`, + not copied from R. + +## Conventions + +The last column names test cases that fail when the convention is changed; each +was checked by mutating it and rerunning the suite. + +| Convention | Value | Pinned by | +|---|---|---| +| Standardization | columns centred and divided by the sample SD (n − 1) | 41 cases, e.g. `fsm_*_max_average`, `fsm_*_min_pc` | +| Design matrix | intercept column first, then covariates | all `fsm_*` | +| Ridge | `eps * Q0 / N`, where `Q0` is X'X of the full standardized design (or `q_initial`) and `N` the number of units | `fsm_gauss_eps*`, `fsm_gauss_qinit`, `fsm_collinear_qinit` | +| Empty group | criterion `x' (ridge)^-1 x` | 24 D- and A-optimal cases | +| Regularization switch | if LAPACK's 1-norm reciprocal condition estimate of the R factor of `X_g'X_g / stage` is below 1e-6, use `(X_g'X_g / n_g + ridge)^-1`; otherwise `(X_g'X_g)^-1` | `fsm_gauss_Aopt`, `fsm_*_negative_Dopt`, `batch_lalonde60_k3` | +| Criterion rounding | 7 decimals before the argmax | `fsm_binary_*`, `fsm_ties_random_binary` | +| Ties | `"smallest"`: earliest-listed unit; `"random"`: uniform among maximizers | 45 cases; `fsm_ties_random_binary` | +| `aopt` | `x' S T S x / (1 + x' S x)`, `T = P' W P` | `fsm_*_Aopt` | +| `max_pc`, `min_pc` | first principal component scores of the centred covariates | `fsm_*_max_pc` | +| `dopt_pc`, `dopt_average` | sum of squared deviations of the group plus candidate, on the first PC or the row mean | `fsm_*_Dopt_pc` | +| `marginal_var_sum` | trace of the covariance of the group plus candidate; with a single covariate, the sum of squares instead (same choice, different reported value) | `fsm_ages12_marginal_var_sum` | +| Collinear covariates | an error, unless `q_initial` is given | `fsm_collinear_*` | +| `fsm_batch` | standardization, `Q0` and `N` use past and new units together; each group's X'X starts from its past members | `batch_*`; `N` by `batch_lalonde60_k3` | +| SCOMARS | `P(second group at i+1) = clip((p_{i+1} − max(0, S_i − F_i)) / (1 − abs(S_i − F_i)), 0, 1)` | `som_scomars_*` | +| Global percentage | the group with the smallest `(count + 0.5) / size` chooses next; ties are random | `som_gp_k3` | +| Randomized chunk | each block of `size / gcd(sizes)` turns is a random permutation | `som_chunk_*` | +| ESS (randomization) | `N * min(var) / var` of the difference-in-means across assignments | `ess_rand` | +| ESS (model) | regression imputation at the full-sample covariate mean; residual variance on `n_g − p` degrees of freedom | `ess_model_unequal` | +| TASMD | `abs(group mean − target) / SD`; the target SD defaults to the full-sample SD | `tasmd_rand` (`vec_target`, `mat_target`) | +| `make_sq_inter` names | `a.b` for products, `a^2` for squares; marginal, then products, then squares | `make_sq_inter` | + +## Where Python departs from R + +Each departure is deliberate and has a test that pins both R's behaviour and +Python's. + +1. **`ess_rand` uses every assignment.** + - R 1.0.0 reads only the first N assignments of each design, N being the + number of units, and fails when there are fewer. + - On the first N assignments the two agree exactly. +2. **`perm_test` with `tau ≠ 0` imputes the sharp null.** + - Under `Y_i(1) − Y_i(2) = tau`, Python fills in each unit's missing + potential outcome and recomputes the statistic for every reference + assignment. Two-sided p-values measure distance from `tau`. + - R keeps the outcomes fixed and subtracts `tau` from every statistic. + Its one-sided p-values therefore never depend on `tau`. + - At `tau = 0` the two agree exactly. +3. **`perm_test` counts ties.** + - Statistics such as rank means can tie the observed value exactly while + differing in the last floating-point bits. + - R compares raw floats and drops some of these ties. Python counts them, + which gives the exact Fisher p-value. + - R's p-value always lies between the tie-free and the tie-inclusive + value. +4. **Criteria of exactly −1 are reported.** R marks unavailable units with −1 + before converting to NA, so a genuine criterion of −1 also becomes NA. +5. **`tasmd_rand` accepts designs with different numbers of assignments.** R + fails with "subscript out of bounds". +6. **Clear errors.** + - Collinear covariates raise a `ValueError` that suggests `q_initial`, + where R fails inside `solve()`. + - `make_sq_inter` with every option off raises, where R fails on an + undefined object. + +## API differences + +The Python API follows Python conventions; results are unchanged. + +- Names are snake case: `s_function="negative_dopt"`, `method="randomized_chunk"`, + `alternative="two-sided"`. +- Covariates are arrays or data frames without an index column. +- `FSMResult.selected` holds 0-based row positions. +- `ess_rand` takes a list of per-design arrays (one assignment per row). + R takes a 3-D array. +- `ess_model` takes one assignment per row; R takes one per column. +- `tasmd_rand` takes a dict of named designs and returns unrounded values. +- `love_plot` draws on matplotlib axes. + - Its TASMD values are tested against `tasmd`. + - Its ASMD option divides by the root mean of the two group variances. R + exposes no ASMD numbers to compare against. diff --git a/docs/changelog.md b/docs/changelog.md new file mode 100644 index 0000000..66efc0f --- /dev/null +++ b/docs/changelog.md @@ -0,0 +1,2 @@ +```{include} ../CHANGELOG.md +``` diff --git a/docs/conf.py b/docs/conf.py index 37f46cf..8e37f92 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -2,4 +2,6 @@ from py_canon.sphinx import configure -configure(globals()) +# Short page titles for generated API pages (``fsm``, not +# ``finite_selection.fsm``), so the sidebar stays readable. +configure(globals(), templates_path=["_templates"], add_module_names=False) diff --git a/docs/guide.md b/docs/guide.md new file mode 100644 index 0000000..4d3d73f --- /dev/null +++ b/docs/guide.md @@ -0,0 +1,167 @@ +# User guide + +This guide runs one experiment from start to finish on the bundled National +Supported Work data: assign 445 men to two groups, check the balance, compare +the design with complete randomization, and test for an effect. Every output +below comes from running the code shown. + +## Assign units + +An FSM run takes two inputs: the covariates and a selection order matrix (SOM), +which says which group chooses at each turn. `som` draws the order at random. +For two groups the default method, SCOMARS, keeps each group's count of turns +within one of its expected share at every stage. + +```python +import numpy as np +import finite_selection as fs + +x = fs.lalonde() +rng = np.random.default_rng(42) + +order = fs.som([222, 223], method="scomars", rng=rng) +print(order.treat[:10]) +result = fs.fsm(x, order, rng=rng) +print(np.bincount(result.assignment)[1:]) +``` + +```text +[1 2 1 2 2 1 1 2 2 1] +[222 223] +``` + +`result.assignment` holds each unit's group label (1 or 2), in the row order of +`x`. `result.selected` lists the units in the order they were chosen. + +## Check balance + +One allocation says little about a design. Draw many, and compare them with +complete randomization (`crd`) on TASMD: the distance between a group's +covariate means and the full-sample means, in standard deviations. + +```python +fsm_draws = np.array( + [fs.fsm(x, fs.som([222, 223], rng=rng), rng=rng).assignment for _ in range(200)] +) +crd_draws = np.array([fs.crd([222, 223], rng=rng) for _ in range(200)]) + +balance = fs.tasmd_rand(x, {"CRD": crd_draws, "FSM": fsm_draws}) +print(balance.mean.round(3)) +``` + +```text + CRD FSM +Age 0.039 0.005 +Education 0.035 0.006 +Black 0.036 0.007 +Hispanic 0.037 0.008 +Married 0.038 0.006 +Nodegree 0.036 0.005 +Re74 0.037 0.004 +Re75 0.038 0.006 +``` + +On every covariate the FSM's average imbalance is five to nine times smaller. +`balance.sd` gives the spread across draws. + +The FSM balances the columns it is given. Here it also balances the squares of +the continuous covariates, which it was never shown: + +```python +squares = fs.make_sq_inter( + x[["Age", "Education", "Re74", "Re75"]], is_inter=False, keep_marginal=False +) +print(fs.tasmd_rand(squares, {"CRD": crd_draws, "FSM": fsm_draws}).mean.round(3)) +``` + +```text + CRD FSM +Age^2 0.039 0.004 +Education^2 0.035 0.007 +Re74^2 0.037 0.003 +Re75^2 0.041 0.003 +``` + +That spillover is not guaranteed for every function of the covariates. To +balance squares or interactions on purpose, pass the output of `make_sq_inter` +to `fsm` along with the original columns. + +## Compare designs by effective sample size + +Balance matters because it shrinks the variance of the effect estimate. The +effective sample size (ESS) puts that in units of sample size: a design's ESS is +N times the smallest variance among the designs compared, divided by its own +variance. To compute it you need potential outcomes, so this example simulates +them. The outcome depends on age, education and 1975 earnings, and treatment +adds 1,000 to every unit. + +```python +signal = 50 * x["Age"] + 300 * x["Education"] + 0.3 * x["Re75"] +y_control = (1000 + signal + rng.normal(0, 1000, len(x))).to_numpy() +y_mat = np.column_stack([y_control + 1000, y_control]) # treatment adds 1000 + +print(fs.ess_rand([crd_draws, fsm_draws], y_mat).round(0)) +``` + +```text +[264. 445.] +``` + +Complete randomization estimates the effect as precisely as the FSM would with +264 units instead of 445. The gain grows with how well the balanced covariates +predict the outcome, and it vanishes when they predict nothing. + +## Test for an effect + +The FSM's turn order is random, so the reference distribution for a Fisher +randomization test is the set of allocations the same procedure produces. +`perm_test` takes the observed allocation, the observed outcomes and those +reference draws. + +```python +z = fsm_draws[0] +y_obs = np.where(z == 1, y_mat[:, 0], y_mat[:, 1]) +test = fs.perm_test(y_obs, z, fsm_draws) +print(round(test.stat_obs), test.p_value) +``` + +```text +987 0.005 +``` + +The estimate is 987 against a true effect of 1,000. The p-value is the smallest +possible with 200 reference draws (1/200); more draws give a finer p-value. With +`tau=` set to a nonzero value, `perm_test` tests the sharp null that every +unit's effect equals `tau`. + +## Allocate in batches + +When units arrive in batches, `fsm_batch` assigns each new batch given the +earlier ones. Every group starts from the information its earlier members +carry, so the batches together behave like one FSM run. + +```python +first, second = x.iloc[:300], x.iloc[300:] +z_first = fs.fsm(first, fs.som([150, 150], rng=rng), rng=rng).assignment +z_second = fs.fsm_batch( + second, first, z_first, fs.som([72, 73], rng=rng), rng=rng +).assignment +print(np.bincount(np.concatenate([z_first, z_second]))[1:]) +``` + +```text +[222 223] +``` + +## What the design does not protect against + +The FSM balances what it can see. Against an outcome component it cannot see, +it is no better than complete randomization on average, and in a few directions +it is worse. Across 2,000 random unmeasured vectors on this data, the FSM's +variance relative to complete randomization had a median of 0.95 and a 90th +percentile of 1.29, with a maximum of 2.6. The largest eigenvalue of the FSM's +assignment covariance is 52 times complete randomization's average, against 2.7 +for complete randomization's own largest. Fredrik Sävje raised this in the +discussion of Chattopadhyay, Morris and Zubizarreta (2026). Two habits limit +the exposure: give the FSM every covariate you believe predicts the outcome, and +adjust for covariates in the analysis as well. diff --git a/docs/index.md b/docs/index.md index bca7828..5c8ee5c 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,9 +1,16 @@ # finite-selection -Finite Selection Model for randomized, balanced allocation of units to treatment groups +```{include} ../README.md +:start-after: +:relative-docs: docs/ +:relative-images: +``` ```{toctree} -:maxdepth: 2 +:hidden: +guide +behavior api +changelog ``` diff --git a/pyproject.toml b/pyproject.toml index 489fda7..3842080 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,16 +7,45 @@ license-files = ["LICENSE"] authors = [{ name = "Gaurav Sood", email = "gsood07@gmail.com" }] requires-python = ">=3.12" version = "0.1.0" +keywords = [ + "experimental design", + "randomization", + "covariate balance", + "finite selection model", + "causal inference", + "randomized controlled trials", +] classifiers = [ - "Intended Audience :: Developers", + "Development Status :: 4 - Beta", + "Intended Audience :: Science/Research", + "Operating System :: OS Independent", "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", + "Topic :: Scientific/Engineering :: Mathematics", + "Typing :: Typed", +] +dependencies = [ + "numpy>=2.0", + "pandas>=2.2", + "scipy>=1.11", ] -dependencies = [] [project.urls] Homepage = "https://github.com/finite-sample/finite-selection" Documentation = "https://finite-sample.github.io/finite-selection/" Repository = "https://github.com/finite-sample/finite-selection" +Issues = "https://github.com/finite-sample/finite-selection/issues" +Changelog = "https://github.com/finite-sample/finite-selection/blob/main/CHANGELOG.md" + +[project.optional-dependencies] +plot = [ + "matplotlib>=3.8", +] +data = [ + "pyarrow>=15", +] [build-system] requires = ["uv_build>=0.12.5,<0.13"] @@ -32,7 +61,12 @@ dev = [ "pre-commit>=4", { include-group = "test" }, ] -test = ["pytest>=8", "pytest-cov>=6"] +test = [ + "matplotlib>=3.8", + "pyarrow>=15", + "pytest>=8", + "pytest-cov>=6", +] docs = [ "sphinx>=8", "py-canon @ git+https://github.com/gojiplus/py-canon@v1", @@ -90,3 +124,7 @@ addopts = ["-ra", "--strict-config", "--strict-markers"] source = ["src"] [tool.preen] + +[tool.codespell] +# som is the selection order matrix function, named as in the R package. +ignore-words-list = "som" diff --git a/scripts/build_lalonde.py b/scripts/build_lalonde.py new file mode 100644 index 0000000..82a9e85 --- /dev/null +++ b/scripts/build_lalonde.py @@ -0,0 +1,43 @@ +"""Rebuild the bundled Lalonde data from the public NBER source file. + +Source: Dehejia and Wahba's subset of the National Supported Work +demonstration, https://users.nber.org/~rdehejia/data/nsw_dw.dta (445 units: +185 treated, 260 controls). Rows are stably sorted by age with treated units +first within each age, which reproduces the row order of the R package FSM. + +Usage: uv run python scripts/build_lalonde.py path/to/nsw_dw.dta +""" + +import sys +from pathlib import Path + +import pandas as pd +import pyarrow as pa +import pyarrow.parquet as pq + +from finite_selection.datasets import lalonde_schema + +COLUMNS = { + "age": "Age", + "education": "Education", + "black": "Black", + "hispanic": "Hispanic", + "married": "Married", + "nodegree": "Nodegree", + "re74": "Re74", + "re75": "Re75", +} + +raw = pd.read_stata(sys.argv[1]) +out = ( + raw.sort_values("age", kind="stable") + .rename(columns=COLUMNS)[list(COLUMNS.values())] + .astype("float64") + .reset_index(drop=True) +) +table = pa.Table.from_pandas(out, schema=lalonde_schema(), preserve_index=False) +dest = ( + Path(__file__).parents[1] / "src" / "finite_selection" / "data" / "lalonde.parquet" +) +pq.write_table(table, dest) +sys.stderr.write(f"wrote {table.num_rows} rows to {dest}\n") diff --git a/src/finite_selection/__init__.py b/src/finite_selection/__init__.py index 0a1fb2d..8f3602c 100644 --- a/src/finite_selection/__init__.py +++ b/src/finite_selection/__init__.py @@ -2,7 +2,44 @@ from importlib.metadata import PackageNotFoundError, version +from .core import FSMResult, fsm, fsm_batch +from .datasets import lalonde +from .features import make_sq_inter +from .inference import ( + PermTestResult, + TasmdSummary, + crd, + ess_model, + ess_rand, + perm_test, + tasmd, + tasmd_rand, +) +from .plot import asmd, love_plot +from .som import SelectionOrder, scomars_probs, som + try: __version__ = version("finite-selection") except PackageNotFoundError: # pragma: no cover - not installed __version__ = "0.0.0" + +__all__ = [ + "FSMResult", + "PermTestResult", + "SelectionOrder", + "TasmdSummary", + "asmd", + "crd", + "ess_model", + "ess_rand", + "fsm", + "fsm_batch", + "lalonde", + "love_plot", + "make_sq_inter", + "perm_test", + "scomars_probs", + "som", + "tasmd", + "tasmd_rand", +] diff --git a/src/finite_selection/core.py b/src/finite_selection/core.py new file mode 100644 index 0000000..e581a76 --- /dev/null +++ b/src/finite_selection/core.py @@ -0,0 +1,365 @@ +"""The Finite Selection Model allocation loop. + +Groups take turns, in the order a :class:`~finite_selection.som.SelectionOrder` +gives, and at each turn the choosing group takes the remaining unit that +scores highest on a selection function (Morris 1979; Chattopadhyay, Morris +and Zubizarreta 2021). Numerical conventions follow the R package ``FSM`` +1.0.0 so that allocations agree unit for unit; ``docs/behavior.md`` lists +each convention and the reference fixture that pins it. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import Literal + +import numpy as np +from scipy.linalg import lapack + +from .som import SelectionOrder + +SelectionFunction = Literal[ + "constant", + "dopt", + "aopt", + "negative_dopt", + "max_pc", + "min_pc", + "dopt_pc", + "max_average", + "min_average", + "dopt_average", + "marginal_var_sum", +] +_MATRIX_FUNCTIONS = {"dopt", "aopt", "negative_dopt"} + +# A group's information matrix counts as ill-conditioned below this reciprocal +# condition number, and is then ridged with eps * Q0 / N. +_RCOND_FLOOR = 1e-6 +# Criteria are rounded before the argmax so near-ties resolve by tie rule +# rather than by floating-point noise. +_CRITERION_DIGITS = 7 + + +@dataclass(frozen=True) +class FSMResult: + """Outcome of an FSM allocation. + + Attributes: + assignment: Group label of each unit, in input order. + selected: Unit chosen at each stage (0-based row positions). + criteria: Stage-by-unit matrix of selection-function values, NaN for + units no longer available; ``None`` unless requested. + """ + + assignment: np.ndarray + selected: np.ndarray + criteria: np.ndarray | None = None + + +def _standardize(x: np.ndarray) -> np.ndarray: + return (x - x.mean(axis=0)) / x.std(axis=0, ddof=1) + + +def _rcond_1norm(m: np.ndarray) -> float: + """LAPACK's 1-norm reciprocal condition estimate of the R factor of ``m``. + + The estimate, not the exact value, is what the regularization switch is + defined on, so near the threshold the two can pick different branches. + """ + r = np.linalg.qr(m, mode="r") + rcond, info = lapack.dtrcon( # pyright: ignore[reportAttributeAccessIssue] + r, norm="1", uplo="U", diag="N" + ) + return float(rcond) if info == 0 else 0.0 + + +def _group_inverse( + gram: np.ndarray, count: int, stage: int, ridge: np.ndarray +) -> np.ndarray: + if count == 0: + return np.linalg.inv(ridge) + if _rcond_1norm(gram / stage) < _RCOND_FLOOR: + return np.linalg.inv(gram / count + ridge) + return np.linalg.inv(gram) + + +def _spread(values: np.ndarray, members: np.ndarray, avail: np.ndarray) -> np.ndarray: + """Sum of squared deviations of ``members`` plus each candidate.""" + base = values[members] + total = base.sum() + total_sq = (base**2).sum() + m = len(base) + 1 + cand = values[avail] + return total_sq + cand**2 - (total + cand) ** 2 / m + + +def _marginal_var_sum( + x: np.ndarray, members: np.ndarray, avail: np.ndarray +) -> np.ndarray: + if x.shape[1] == 1: + # R reports the sum of squares, not the variance, for one covariate. + # Every candidate at a stage shares the group size, so the choice is + # the same either way; only the reported criterion differs. + return _spread(x[:, 0], members, avail) + if len(members) == 0: + return np.zeros(len(avail)) + return np.array( + [ + np.trace(np.atleast_2d(np.cov(x[np.append(members, u)], rowvar=False))) + for u in avail + ] + ) + + +def _first_pc(x: np.ndarray) -> np.ndarray: + centered = x - x.mean(axis=0) + _, _, vt = np.linalg.svd(centered, full_matrices=False) + return centered @ vt[0] + + +def fsm( + x: np.ndarray, + order: SelectionOrder | np.ndarray, + *, + s_function: SelectionFunction = "dopt", + q_initial: np.ndarray | None = None, + eps: float = 1e-3, + ties: Literal["random", "smallest"] = "random", + intercept: bool = True, + standardize: bool = True, + pol_mat: np.ndarray | None = None, + w_pol: np.ndarray | None = None, + keep_criteria: bool = False, + rng: np.random.Generator | None = None, +) -> FSMResult: + """Allocate units to groups with the Finite Selection Model. + + Args: + x: Covariates, one row per unit. + order: Selection order; ``order[i]`` is the group choosing at stage i. + Must have one stage per unit. + s_function: Selection function. ``"dopt"`` (D-optimality) picks the + unit that most increases the determinant of the choosing group's + information matrix. + q_initial: Matrix used in place of the full-sample X'X to ridge an + ill-conditioned group information matrix. + eps: Ridge scale; the ridge is ``eps * Q0 / N``. + ties: Pick a random maximizer, or the earliest-listed one. + intercept: Include an intercept column in the design matrix. + standardize: Standardize covariates (sample SD) before selection. + pol_mat: Policy matrix for ``"aopt"``; one column per design column. + w_pol: Policy weights for ``"aopt"``. + keep_criteria: Also return the stage-by-unit criterion matrix. + rng: Random generator for tie-breaking. + + Returns: + The allocation. + + Raises: + ValueError: If the order does not have one stage per unit, or the + covariates are collinear and no ``q_initial`` is given. + """ + x_cov = np.asarray(x, dtype=float) + if x_cov.ndim == 1: + x_cov = x_cov[:, None] + labels = np.asarray(order.treat if isinstance(order, SelectionOrder) else order) + n = len(x_cov) + if len(labels) != n: + raise ValueError("the selection order needs one stage per unit") + return _allocate( + x_cov, + labels, + past=None, + s_function=s_function, + q_initial=q_initial, + eps=eps, + ties=ties, + intercept=intercept, + standardize=standardize, + pol_mat=pol_mat, + w_pol=w_pol, + keep_criteria=keep_criteria, + rng=rng or np.random.default_rng(), + ) + + +def _allocate( + x_cov: np.ndarray, + labels: np.ndarray, + *, + past: tuple[np.ndarray, np.ndarray] | None, + s_function: str, + q_initial: np.ndarray | None, + eps: float, + ties: str, + intercept: bool, + standardize: bool, + pol_mat: np.ndarray | None, + w_pol: np.ndarray | None, + keep_criteria: bool, + rng: np.random.Generator, +) -> FSMResult: + n = len(x_cov) + x_past, z_past = past if past is not None else (x_cov[:0], np.array([])) + n_past = len(x_past) + # Past units shape the scaling, the ridge and each group's starting + # information, but never become candidates. + x_all = np.vstack([x_past, x_cov]) + if standardize: + x_all = _standardize(x_all) + design_all = np.column_stack([np.ones(len(x_all)), x_all]) if intercept else x_all + if q_initial is None: + q0 = design_all.T @ design_all + if np.linalg.matrix_rank(q0) < q0.shape[0]: + raise ValueError( + "covariates are collinear, so X'X is singular; drop redundant " + "columns or pass q_initial (e.g. an identity matrix)" + ) + else: + q0 = np.asarray(q_initial, float) + ridge = eps * q0 / len(x_all) + x_cov = x_all[n_past:] + design = design_all[n_past:] + design_past = design_all[:n_past] + + groups = list(dict.fromkeys(labels.tolist() + z_past.tolist())) + gram = {g: design_past[z_past == g].T @ design_past[z_past == g] for g in groups} + count = {g: int((z_past == g).sum()) for g in groups} + members: dict[object, list[int]] = {g: [] for g in groups} + + t_mat = np.zeros((design.shape[1],) * 2) + if s_function == "aopt": + if pol_mat is None or w_pol is None: + raise ValueError("aopt needs pol_mat and w_pol") + pol = np.atleast_2d(np.asarray(pol_mat, float)) + t_mat = pol.T @ np.diag(np.atleast_1d(w_pol)) @ pol + pc = ( + _first_pc(x_cov) + if s_function in {"max_pc", "min_pc", "dopt_pc"} + else np.empty(0) + ) + row_mean = x_cov.mean(axis=1) + + z = np.full(n, -1, dtype=object) + taken = np.zeros(n, dtype=bool) + selected = np.empty(n, dtype=int) + criteria = np.full((n, n), np.nan) if keep_criteria else None + + for stage, g in enumerate(labels.tolist()): + avail = np.flatnonzero(~taken) + current = np.asarray(members[g], dtype=int) + if s_function in _MATRIX_FUNCTIONS: + sn = _group_inverse(gram[g], count[g], stage + 1, ridge) + xa = design[avail] + quad = np.einsum("ij,jk,ik->i", xa, sn, xa) + if s_function == "dopt": + crit = quad + elif s_function == "negative_dopt": + crit = -quad + else: + num = np.einsum("ij,jk,ik->i", xa, sn @ t_mat @ sn, xa) + crit = num / (1 + quad) + elif s_function == "constant": + crit = np.full(len(avail), 10.0) + elif s_function == "max_pc": + crit = pc[avail] + elif s_function == "min_pc": + crit = -pc[avail] + elif s_function == "dopt_pc": + crit = _spread(pc, current, avail) + elif s_function == "max_average": + crit = row_mean[avail] + elif s_function == "min_average": + crit = -row_mean[avail] + elif s_function == "dopt_average": + crit = _spread(row_mean, current, avail) + elif s_function == "marginal_var_sum": + crit = _marginal_var_sum(x_cov, current, avail) + else: + raise ValueError(f"unknown selection function {s_function!r}") + + crit = np.round(crit, _CRITERION_DIGITS) + if criteria is not None: + criteria[stage, avail] = crit + best = avail[crit == crit.max()] + pick = int(best[0]) if ties == "smallest" else int(rng.choice(best)) + z[pick] = g + taken[pick] = True + selected[stage] = pick + members[g].append(pick) + gram[g] += np.outer(design[pick], design[pick]) + count[g] += 1 + + assignment = np.array(z.tolist()) + return FSMResult(assignment, selected, criteria) + + +def fsm_batch( + x: np.ndarray, + x_past: np.ndarray, + z_past: np.ndarray, + order: SelectionOrder | np.ndarray, + *, + s_function: SelectionFunction = "dopt", + q_initial: np.ndarray | None = None, + eps: float = 1e-3, + ties: Literal["random", "smallest"] = "random", + intercept: bool = True, + standardize: bool = True, + pol_mat: np.ndarray | None = None, + w_pol: np.ndarray | None = None, + keep_criteria: bool = False, + rng: np.random.Generator | None = None, +) -> FSMResult: + """Allocate a new batch of units given units already allocated. + + Each group starts from the information carried by its past members, and + standardization and the ridge use past and new units together, so a + sequence of batches behaves like one FSM run over a growing sample. + + Args: + x: Covariates of the new units. + x_past: Covariates of the units already allocated. + z_past: Group labels of the units already allocated. + order: Selection order for the new units, one stage per new unit. + s_function: Selection function; see :func:`fsm`. + q_initial: See :func:`fsm`. + eps: See :func:`fsm`. + ties: See :func:`fsm`. + intercept: See :func:`fsm`. + standardize: See :func:`fsm`. + pol_mat: See :func:`fsm`. + w_pol: See :func:`fsm`. + keep_criteria: See :func:`fsm`. + rng: See :func:`fsm`. + + Returns: + The allocation of the new units; ``selected`` indexes rows of ``x``. + + Raises: + ValueError: If the inputs do not line up. + """ + x_new = np.atleast_2d(np.asarray(x, dtype=float).T).T + past = np.atleast_2d(np.asarray(x_past, dtype=float).T).T + z_old = np.asarray(z_past) + labels = np.asarray(order.treat if isinstance(order, SelectionOrder) else order) + if len(labels) != len(x_new): + raise ValueError("the selection order needs one stage per new unit") + if len(z_old) != len(past) or past.shape[1] != x_new.shape[1]: + raise ValueError("x_past and z_past must describe the same past units") + return _allocate( + x_new, + labels, + past=(past, z_old), + s_function=s_function, + q_initial=q_initial, + eps=eps, + ties=ties, + intercept=intercept, + standardize=standardize, + pol_mat=pol_mat, + w_pol=w_pol, + keep_criteria=keep_criteria, + rng=rng or np.random.default_rng(), + ) diff --git a/src/finite_selection/data/lalonde.parquet b/src/finite_selection/data/lalonde.parquet new file mode 100644 index 0000000..478fc79 Binary files /dev/null and b/src/finite_selection/data/lalonde.parquet differ diff --git a/src/finite_selection/datasets.py b/src/finite_selection/datasets.py new file mode 100644 index 0000000..30d847a --- /dev/null +++ b/src/finite_selection/datasets.py @@ -0,0 +1,62 @@ +"""Bundled example data.""" + +from __future__ import annotations + +from importlib.resources import files +from typing import TYPE_CHECKING + +if TYPE_CHECKING: + import pandas as pd + import pyarrow as pa + +_LALONDE_COLUMNS = ( + "Age", + "Education", + "Black", + "Hispanic", + "Married", + "Nodegree", + "Re74", + "Re75", +) + + +def _require_pyarrow(): + try: + import pyarrow as pa + import pyarrow.parquet as pq + except ImportError as err: # pragma: no cover - exercised without the extra + raise ImportError( + 'the bundled data needs pyarrow: pip install "finite-selection[data]"' + ) from err + return pa, pq + + +def lalonde_schema() -> pa.Schema: + """Return the declared Arrow schema of the bundled Lalonde table.""" + pa, _ = _require_pyarrow() + return pa.schema([(name, pa.float64()) for name in _LALONDE_COLUMNS]) + + +def lalonde() -> pd.DataFrame: + """Dehejia and Wahba's subset of the National Supported Work data. + + 445 men (185 trained, 260 controls) with eight baseline covariates: age, + years of education, indicators for Black, Hispanic, married and no high + school degree, and earnings in 1974 and 1975. Rebuilt from + https://users.nber.org/~rdehejia/data/nsw_dw.dta by + ``scripts/build_lalonde.py``; rows follow the order of the R package FSM. + Needs the ``data`` extra. + + Returns: + One row per unit, one float column per covariate. + + Raises: + ValueError: If the packaged file does not match its declared schema. + """ + _, pq = _require_pyarrow() + with files("finite_selection").joinpath("data/lalonde.parquet").open("rb") as fh: + table = pq.read_table(fh) + if not table.schema.equals(lalonde_schema()): + raise ValueError(f"lalonde.parquet has schema {table.schema}") + return table.to_pandas() diff --git a/src/finite_selection/features.py b/src/finite_selection/features.py new file mode 100644 index 0000000..6e309b5 --- /dev/null +++ b/src/finite_selection/features.py @@ -0,0 +1,56 @@ +"""Covariate transformations for balancing beyond the means.""" + +from __future__ import annotations + +from itertools import combinations + +import pandas as pd + + +def make_sq_inter( + data: pd.DataFrame, + *, + is_square: bool = True, + is_inter: bool = True, + keep_marginal: bool = True, +) -> pd.DataFrame: + """Add squares and pairwise products of the columns of ``data``. + + Feeding these to :func:`~finite_selection.fsm` balances second moments + and interactions, which balancing the raw columns does not guarantee. + + Args: + data: Covariates. + is_square: Add ``col^2`` for each column. + is_inter: Add ``a.b`` for each pair of columns. + keep_marginal: Keep the original columns first. + + Returns: + Marginal columns, then interactions, then squares, each in input + column order. + + Raises: + ValueError: If every option is off, leaving nothing to return. + """ + if not (is_square or is_inter or keep_marginal): + raise ValueError("nothing to return: enable at least one option") + parts = [] + if keep_marginal: + parts.append(data) + if is_inter: + parts.append( + pd.DataFrame( + { + f"{a}.{b}": data[a] * data[b] + for a, b in combinations(data.columns, 2) + }, + index=data.index, + ) + ) + if is_square: + parts.append( + pd.DataFrame( + {f"{a}^2": data[a] ** 2 for a in data.columns}, index=data.index + ) + ) + return pd.concat(parts, axis=1) diff --git a/src/finite_selection/inference.py b/src/finite_selection/inference.py new file mode 100644 index 0000000..63907a8 --- /dev/null +++ b/src/finite_selection/inference.py @@ -0,0 +1,331 @@ +"""Design assessment and inference after allocation. + +Effective sample size (ESS) compares designs by the precision of their effect +estimators: a design's ESS is ``N * Var_best / Var_design``, so the most +precise design in the collection scores N (Chattopadhyay, Morris and +Zubizarreta 2021, Section 2.4). TASMD measures how far a group's covariate +means sit from a target profile, in standard deviations. +""" + +from __future__ import annotations + +from dataclasses import dataclass +from typing import TYPE_CHECKING, Literal + +import numpy as np +import pandas as pd +from scipy.stats import rankdata + +if TYPE_CHECKING: + from collections.abc import Sequence + + +_TIE_RTOL = 1e-10 + + +def crd( + treat_sizes: Sequence[int], + *, + control: bool = False, + rng: np.random.Generator | None = None, +) -> np.ndarray: + """Draw a completely randomized design. + + Args: + treat_sizes: Size of each group; with ``control=True`` the first entry + is the control group. + control: Label groups 0, 1, ..., g-1 instead of 1, 2, ..., g. + rng: Random generator. + + Returns: + A group label per unit, uniformly over all assignments with these + group sizes. + """ + rng = rng or np.random.default_rng() + offset = 0 if control else 1 + labels = np.repeat(np.arange(len(treat_sizes)), treat_sizes) + offset + return rng.permutation(labels) + + +@dataclass(frozen=True) +class PermTestResult: + """Result of a Fisher randomization test. + + Attributes: + stat_obs: Test statistic under the observed assignment. + stat_iter: Test statistic under each assignment in the reference set. + p_value: Proportion of reference statistics at least as extreme. + """ + + stat_obs: float + stat_iter: np.ndarray + p_value: float + + +def _group_contrast( + values: np.ndarray, z: np.ndarray, levels: np.ndarray, contrast: np.ndarray +) -> float: + return float( + sum( + c * values[z == lev].mean() for c, lev in zip(contrast, levels, strict=True) + ) + ) + + +def perm_test( + y_obs: np.ndarray, + z_obs: np.ndarray, + alloc: np.ndarray, + *, + contrast: Sequence[float] = (1.0, -1.0), + tau: float = 0.0, + method: Literal["mean", "rank"] = "mean", + alternative: Literal["two-sided", "greater", "less"] = "two-sided", +) -> PermTestResult: + """Fisher randomization test of a sharp null hypothesis. + + The null is ``c_1 Y_i(1) + c_2 Y_i(2) = tau`` for every unit. Under it the + missing potential outcomes are imputed from the observed ones, and the + statistic ``sum_g c_g * mean_g`` (of outcomes, or of their ranks) is + recomputed for each assignment in ``alloc``. Two-sided p-values measure + distance from ``tau``. + + Args: + y_obs: Observed outcome per unit. + z_obs: Observed group label per unit. + alloc: Reference assignments, one row per assignment, drawn from the + design that produced ``z_obs``. + contrast: Coefficient for each group, in sorted label order. + tau: Value of the contrast under the sharp null. + method: Use outcomes (``"mean"``) or their ranks (``"rank"``). + alternative: Direction of the alternative hypothesis. + + Returns: + The observed statistic, the reference statistics and the p-value. + + Raises: + ValueError: If ``tau`` is nonzero for other than a two-group contrast. + """ + y = np.asarray(y_obs, dtype=float) + z0 = np.asarray(z_obs) + a = np.atleast_2d(np.asarray(alloc)) + c = np.asarray(contrast, dtype=float) + levels = np.unique(z0) + if len(c) != len(levels): + raise ValueError("contrast needs one coefficient per group") + + if tau == 0: + # Under no effect at all, each unit's outcome is fixed. + y_a = y_b = y + else: + if len(levels) != 2 or np.any(c == 0): + raise ValueError("a nonzero tau needs a two-group contrast") + y_a = np.where(z0 == levels[0], y, (tau - c[1] * y) / c[0]) + y_b = np.where(z0 == levels[1], y, (tau - c[0] * y) / c[1]) + + def statistic(z: np.ndarray) -> float: + v = np.where(z == levels[0], y_a, y_b) + v = rankdata(v) if method == "rank" else v + return _group_contrast(v, z, levels, c) + + stat_obs = statistic(z0) + stat_iter = np.array([statistic(z) for z in a]) + # Statistics such as rank means tie exactly in exact arithmetic but can + # differ in the last bits; ties count as at least as extreme. + tol = _TIE_RTOL * max(1.0, abs(stat_obs), float(np.abs(stat_iter).max())) + if alternative == "greater": + p = np.mean(stat_iter >= stat_obs - tol) + elif alternative == "less": + p = np.mean(stat_iter <= stat_obs + tol) + else: + p = np.mean(np.abs(stat_iter - tau) >= abs(stat_obs - tau) - tol) + return PermTestResult(stat_obs, stat_iter, float(p)) + + +def _observed_contrast( + z: np.ndarray, y_mat: np.ndarray, levels: np.ndarray, contrast: np.ndarray +) -> float: + return float( + sum( + c * y_mat[z == lev, j].mean() + for j, (c, lev) in enumerate(zip(contrast, levels, strict=True)) + ) + ) + + +def ess_rand( + designs: Sequence[np.ndarray], + y_mat: np.ndarray, + *, + contrast: Sequence[float] = (1.0, -1.0), +) -> np.ndarray: + """Randomization-based effective sample size of each design. + + For each design, the difference-in-means estimator of the contrast is + computed on every assignment, and its variance across assignments is the + design's precision. + + Args: + designs: One array per design, each with one assignment per row. + y_mat: Potential outcomes, one column per group in sorted label order. + contrast: Coefficient for each group. + + Returns: + ESS per design; the most precise design has ESS equal to N. + """ + y = np.asarray(y_mat, dtype=float) + c = np.asarray(contrast, dtype=float) + variances = [] + for d in designs: + d = np.atleast_2d(np.asarray(d)) + levels = np.unique(d) + est = np.array([_observed_contrast(z, y, levels, c) for z in d]) + variances.append(est.var(ddof=1)) + v = np.asarray(variances) + return len(y) * v.min() / v + + +def ess_model( + x_cov: np.ndarray, + assignments: np.ndarray, + y_mat: np.ndarray, + *, + contrast: Sequence[float] = (1.0, -1.0), +) -> np.ndarray: + """Model-based effective sample size of each assignment. + + Within each group, the outcome is regressed on an intercept and + ``x_cov``. The contrast is estimated by regression imputation at the + full-sample covariate mean ``b``, with variance + ``sum_g c_g^2 * s_g^2 * b' (B_g' B_g)^{-1} b``, where ``s_g^2`` is the + group's residual variance on ``n_g - p`` degrees of freedom. + + Args: + x_cov: Covariates used in the outcome models, one row per unit. + assignments: Assignments to assess, one per row. + y_mat: Potential outcomes, one column per group in sorted label order. + contrast: Coefficient for each group. + + Returns: + ESS per assignment; the most precise assignment has ESS equal to N. + """ + x = np.asarray(x_cov, dtype=float) + x = x[:, None] if x.ndim == 1 else x + b = np.column_stack([np.ones(len(x)), x]) + b_bar = b.mean(axis=0) + y = np.asarray(y_mat, dtype=float) + c = np.asarray(contrast, dtype=float) + a = np.atleast_2d(np.asarray(assignments)) + variances = [] + for z in a: + levels = np.unique(z) + v = 0.0 + for j, (cj, lev) in enumerate(zip(c, levels, strict=True)): + bg = b[z == lev] + yg = y[z == lev, j] + beta, *_ = np.linalg.lstsq(bg, yg, rcond=None) + resid = yg - bg @ beta + s2 = resid @ resid / (len(yg) - b.shape[1]) + v += cj**2 * s2 * b_bar @ np.linalg.solve(bg.T @ bg, b_bar) + variances.append(v) + var = np.asarray(variances) + return len(y) * var.min() / var + + +@dataclass(frozen=True) +class TasmdSummary: + """TASMD across repeated assignments. + + Attributes: + mean: Mean TASMD per covariate (rows) and design (columns). + sd: Standard deviation of the TASMD across assignments. + """ + + mean: pd.DataFrame + sd: pd.DataFrame + + +def tasmd( + x: pd.DataFrame, + z: np.ndarray, + *, + treat_lab: object = 1, + mean_tar: np.ndarray | None = None, + sd_tar: np.ndarray | None = None, + denom: Literal["target", "group"] = "target", +) -> pd.Series: + """Target absolute standardized mean difference of one group. + + ``|mean of the group - target| / sd``, where the target defaults to the + full-sample mean and ``sd`` is the target SD (default: full-sample SD) or, + with ``denom="group"``, the SD within the group. + + Args: + x: Covariates, one column per covariate. + z: Group label per unit. + treat_lab: Label of the group assessed. + mean_tar: Target covariate means. + sd_tar: Target covariate standard deviations. + denom: Which standard deviation to divide by. + + Returns: + TASMD per covariate. + """ + df = pd.DataFrame(x) + z = np.asarray(z) + grp = df[z == treat_lab] + target = df.mean() if mean_tar is None else pd.Series(mean_tar, index=df.columns) + if denom == "group": + scale = grp.std(ddof=1) + else: + scale = ( + df.std(ddof=1) if sd_tar is None else pd.Series(sd_tar, index=df.columns) + ) + return (grp.mean() - target).abs() / scale + + +def tasmd_rand( + x: pd.DataFrame, + designs: dict[str, np.ndarray], + *, + treat_lab: object = 1, + mean_tar: np.ndarray | None = None, + sd_tar: np.ndarray | None = None, + denom: Literal["target", "group"] = "target", +) -> pd.DataFrame | TasmdSummary: + """TASMD of one group under one or more designs. + + Args: + x: Covariates, one column per covariate. + designs: Named designs. Each value is one assignment (a vector) or a + set of assignments (one per row); all values must be the same kind. + treat_lab: Label of the group assessed. + mean_tar: Target covariate means. + sd_tar: Target covariate standard deviations. + denom: Which standard deviation to divide by. + + Returns: + For vectors, a covariate-by-design table of TASMDs. For sets of + assignments, their mean and standard deviation across assignments. + + Raises: + ValueError: If designs mix single assignments and sets. + """ + df = pd.DataFrame(x) + arrays = {k: np.asarray(v) for k, v in designs.items()} + dims = {a.ndim for a in arrays.values()} + if len(dims) != 1: + raise ValueError("designs must be all vectors or all matrices") + kw = { + "treat_lab": treat_lab, + "mean_tar": mean_tar, + "sd_tar": sd_tar, + "denom": denom, + } + if dims == {1}: + return pd.DataFrame({k: tasmd(df, a, **kw) for k, a in arrays.items()}) + per = {k: pd.DataFrame([tasmd(df, z, **kw) for z in a]) for k, a in arrays.items()} + return TasmdSummary( + mean=pd.DataFrame({k: v.mean() for k, v in per.items()}), + sd=pd.DataFrame({k: v.std(ddof=1) for k, v in per.items()}), + ) diff --git a/src/finite_selection/plot.py b/src/finite_selection/plot.py new file mode 100644 index 0000000..39acded --- /dev/null +++ b/src/finite_selection/plot.py @@ -0,0 +1,109 @@ +"""Love plots of covariate imbalance.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING, Literal + +import numpy as np +import pandas as pd + +from .inference import tasmd + +if TYPE_CHECKING: + from matplotlib.axes import Axes + + +def asmd(x: pd.DataFrame, z: np.ndarray, groups: tuple[object, object]) -> pd.Series: + """Absolute standardized mean difference between two groups. + + ``|mean_a - mean_b| / sqrt((sd_a^2 + sd_b^2) / 2)``. + + Args: + x: Covariates. + z: Group label per unit. + groups: The two labels compared. + + Returns: + ASMD per covariate. + """ + df = pd.DataFrame(x) + z = np.asarray(z) + a, b = df[z == groups[0]], df[z == groups[1]] + pooled = np.sqrt((a.var(ddof=1) + b.var(ddof=1)) / 2) + return (a.mean() - b.mean()).abs() / pooled + + +def love_plot( + x: pd.DataFrame, + designs: dict[str, np.ndarray], + *, + imbalance: Literal["tasmd", "asmd"] = "tasmd", + treat_lab: object = 1, + mean_tar: np.ndarray | None = None, + sd_tar: np.ndarray | None = None, + denom: Literal["target", "group"] = "target", + vline: float | None = None, + xupper: float = 1.0, + ax: Axes | None = None, +) -> Axes: + """Plot imbalance per covariate for one or two assignments. + + Args: + x: Covariates. + designs: Named assignment vectors, one marker series each. + imbalance: TASMD of group ``treat_lab``, or ASMD between the two + smallest labels. + treat_lab: Group assessed by TASMD. + mean_tar: Target means for TASMD. + sd_tar: Target standard deviations for TASMD. + denom: Denominator for TASMD; see :func:`~finite_selection.tasmd`. + vline: Draw a reference line at this imbalance. + xupper: Upper limit of the imbalance axis. + ax: Axes to draw on; a new figure is made if omitted. + + Returns: + The axes drawn on. + """ + import matplotlib.pyplot as plt + + df = pd.DataFrame(x) + if ax is None: + _, ax = plt.subplots(figsize=(6, 0.35 * df.shape[1] + 1.5)) + rows = np.arange(df.shape[1]) + # An open circle and a cross stay distinguishable when designs tie. + markers = ["o", "x", "^", "D"] + for i, (name, z) in enumerate(designs.items()): + z = np.asarray(z) + if imbalance == "asmd": + labels = np.unique(z) + values = asmd(df, z, (labels[0], labels[1])) + else: + values = tasmd( + df, + z, + treat_lab=treat_lab, + mean_tar=mean_tar, + sd_tar=sd_tar, + denom=denom, + ) + marker = markers[i % len(markers)] + color = f"C{i}" + ax.scatter( + values.to_numpy(), + rows, + marker=marker, + label=name, + zorder=3, + color=color, + facecolors="none" if marker != "x" else color, + ) + ax.set_yticks(rows, df.columns) + ax.invert_yaxis() + ax.set_xlabel(imbalance.upper()) + ax.set_xlim(-0.02 * xupper, xupper) + ax.axvline(0, linestyle="--", color="grey", linewidth=1) + if vline is not None: + ax.axvline(vline, linestyle="--", color="grey", linewidth=1) + ax.grid(axis="x", alpha=0.3) + ax.legend(frameon=False) + return ax diff --git a/src/finite_selection/som.py b/src/finite_selection/som.py new file mode 100644 index 0000000..1aae6ef --- /dev/null +++ b/src/finite_selection/som.py @@ -0,0 +1,146 @@ +"""Selection order matrices: the random, fair order in which groups choose.""" + +from __future__ import annotations + +import math +from dataclasses import dataclass +from functools import reduce +from typing import Literal + +import numpy as np + +Method = Literal["scomars", "global_percentage", "randomized_chunk"] + + +@dataclass(frozen=True) +class SelectionOrder: + """The order in which treatment groups take turns choosing units. + + Attributes: + treat: Group label of the chooser at each stage, one entry per stage. + probs: For SCOMARS, the conditional probability at each stage that the + second group chooses, given the path so far. ``None`` otherwise. + """ + + treat: np.ndarray + probs: np.ndarray | None = None + + def __len__(self) -> int: + """Return the number of stages.""" + return len(self.treat) + + +def _scomars_next(p_next: float, chosen: int, cum_prev: float) -> float: + gap = chosen - cum_prev + return float(np.clip((p_next - max(0.0, gap)) / (1 - abs(gap)), 0.0, 1.0)) + + +def scomars_probs(treat: np.ndarray, marginal: np.ndarray) -> np.ndarray: + """Conditional SCOMARS probabilities along a realized two-group path. + + SCOMARS (Morris 1979) draws stage i's chooser so that the running count of + second-group choices never strays more than one from its expected count. + The probability the second group chooses at stage i + 1 is + ``(p[i+1] - max(0, S_i - F_i)) / (1 - |S_i - F_i|)``, clipped to [0, 1], + where ``S_i`` counts second-group choices so far and ``F_i`` is the + cumulative sum of the marginal probabilities ``p``. + + Args: + treat: Realized path as 0/1 indicators of a second-group choice. + marginal: Marginal probability that the second group chooses at each + stage. + + Returns: + The conditional probability used at each stage. + """ + treat = np.asarray(treat, dtype=int) + p = np.asarray(marginal, dtype=float) + cum = np.cumsum(p) + out = np.empty(len(p)) + out[0] = p[0] + chosen = treat[0] + for i in range(len(p) - 1): + out[i + 1] = _scomars_next(p[i + 1], chosen, cum[i]) + chosen += treat[i + 1] + return out + + +def som( + treat_sizes: list[int] | tuple[int, ...], + *, + method: Method = "scomars", + n_units: int | None = None, + control: bool = False, + marginal_treat: np.ndarray | None = None, + rng: np.random.Generator | None = None, +) -> SelectionOrder: + """Generate a selection order matrix (SOM). + + Args: + treat_sizes: Size of each treatment group. With ``control=True`` the + first entry is the control group. + method: ``"scomars"`` (two groups only), ``"global_percentage"`` or + ``"randomized_chunk"``. + n_units: Total number of units. When it exceeds ``sum(treat_sizes)`` + the remainder forms an extra "discard" group that also takes turns, + labelled after the treatment groups. + control: Label groups 0, 1, ..., g-1 instead of 1, 2, ..., g. + marginal_treat: SCOMARS only. Marginal probability that the second + group chooses at each stage; defaults to its share of units. + rng: Random generator. + + Returns: + The selection order. + + Raises: + ValueError: If the sizes or method are inconsistent. + """ + rng = rng or np.random.default_rng() + sizes = [int(s) for s in treat_sizes] + if n_units is not None and n_units > sum(sizes): + sizes.append(n_units - sum(sizes)) + elif n_units is not None and n_units < sum(sizes): + raise ValueError("n_units is smaller than the total of treat_sizes") + n = sum(sizes) + offset = 0 if control else 1 + + if method == "scomars": + if len(sizes) != 2: + raise ValueError("SCOMARS needs exactly two groups") + p = ( + np.full(n, sizes[1] / n) + if marginal_treat is None + else np.asarray(marginal_treat, dtype=float) + ) + if len(p) != n: + raise ValueError("marginal_treat needs one probability per stage") + second = np.empty(n, dtype=int) + probs = np.empty(n) + cum = np.cumsum(p) + s = 0 + for i in range(n): + prob = p[0] if i == 0 else _scomars_next(p[i], s, cum[i - 1]) + probs[i] = prob + second[i] = rng.random() < prob + s += second[i] + return SelectionOrder(second + offset, probs) + + if method == "global_percentage": + counts = np.zeros(len(sizes)) + target = np.asarray(sizes, dtype=float) + treat = np.empty(n, dtype=int) + for i in range(n): + crit = (counts + 0.5) / target + best = np.flatnonzero(crit == crit.min()) + pick = rng.choice(best) + treat[i] = pick + counts[pick] += 1 + return SelectionOrder(treat + offset) + + if method == "randomized_chunk": + hcf = reduce(math.gcd, sizes) + chunk = np.repeat(np.arange(len(sizes)), [s // hcf for s in sizes]) + treat = np.concatenate([rng.permutation(chunk) for _ in range(hcf)]) + return SelectionOrder(treat + offset) + + raise ValueError(f"unknown method {method!r}") diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000..c68095f --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,31 @@ +import json +from pathlib import Path + +import numpy as np +import pandas as pd +import pytest + +R_DIR = Path(__file__).parent / "fixtures" / "r" + + +def load(name: str): + with (R_DIR / f"{name}.json").open() as fh: + return json.load(fh) + + +def r_matrix(rows) -> np.ndarray: + return np.array([[np.nan if v is None else v for v in row] for row in rows], float) + + +def r_data(name: str) -> pd.DataFrame: + d = load(f"data_{name}") + return pd.DataFrame(d["rows"], columns=d["columns"]).drop(columns="Index") + + +def fixture_names(prefix: str) -> list[str]: + return sorted(p.stem for p in R_DIR.glob(f"{prefix}*.json")) + + +@pytest.fixture +def rng(): + return np.random.default_rng(20261013) diff --git a/tests/fixtures/love_plot_r.png b/tests/fixtures/love_plot_r.png new file mode 100644 index 0000000..da0a74c Binary files /dev/null and b/tests/fixtures/love_plot_r.png differ diff --git a/tests/fixtures/make_r_fixtures.R b/tests/fixtures/make_r_fixtures.R new file mode 100644 index 0000000..805727b --- /dev/null +++ b/tests/fixtures/make_r_fixtures.R @@ -0,0 +1,366 @@ +# Reference outputs from the R package FSM, used by the Python parity tests. +# +# Calls only FSM's exported API and records inputs and outputs as JSON, so the +# Python suite can check parity without R. Regenerate from the repo root with +# Rscript tests/fixtures/make_r_fixtures.R +# and commit the result; the r-parity workflow fails if a regeneration differs. + +suppressMessages({ + library(FSM) + library(jsonlite) +}) + +out_dir <- file.path("tests", "fixtures", "r") +dir.create(out_dir, showWarnings = FALSE, recursive = TRUE) +unlink(list.files(out_dir, full.names = TRUE)) + +write_case <- function(name, obj) { + writeLines( + toJSON(obj, digits = NA, auto_unbox = TRUE, null = "null", na = "null", + matrix = "rowmajor"), + file.path(out_dir, paste0(name, ".json")) + ) +} + +# Runs `expr`, returning list(value=...) or list(error=message) so that R's +# failure modes are recorded as part of the reference behaviour. +capture <- function(expr) { + tryCatch(list(value = expr), error = function(e) list(error = conditionMessage(e))) +} + +# ---------------------------------------------------------------- datasets +data(Lalonde) +datasets <- list() +datasets$lalonde <- Lalonde +set.seed(101) +datasets$lalonde60 <- { + d <- Lalonde[sort(sample(nrow(Lalonde), 60)), ] + d$Index <- seq_len(nrow(d)) + d +} +set.seed(102) +datasets$gauss <- data.frame(Index = 1:40, matrix(rnorm(40 * 4), 40)) +set.seed(103) +datasets$heavy <- data.frame(Index = 1:36, matrix(rt(36 * 3, df = 3), 36)) +set.seed(104) +datasets$binary <- data.frame(Index = 1:30, matrix(rbinom(30 * 4, 1, 0.4), 30)) +set.seed(105) +datasets$collinear <- { + x1 <- rnorm(30) + x2 <- rnorm(30) + data.frame(Index = 1:30, x1 = x1, x2 = x2, x3 = x1 + x2) +} +# Table 1 of Chattopadhyay, Morris and Zubizarreta (2021): 12 Lalonde ages. +datasets$ages12 <- data.frame( + Index = 1:12, Age = c(19, 20, 20, 20, 23, 24, 24, 25, 25, 28, 31, 41) +) +for (nm in names(datasets)) { + d <- datasets[[nm]] + write_case(paste0("data_", nm), list(columns = names(d), rows = as.matrix(d))) +} + +# ---------------------------------------------------------------- som +som_cases <- list() +set.seed(201) +for (cfg in list( + list(id = "scomars_eq", n_treat = 2, sizes = c(20, 20), method = "SCOMARS"), + list(id = "scomars_uneq", n_treat = 2, sizes = c(12, 24), method = "SCOMARS"), + list(id = "scomars_ctrl", n_treat = 2, sizes = c(15, 15), method = "SCOMARS", + control = TRUE), + list(id = "gp_k3", n_treat = 3, sizes = c(10, 12, 14), method = "global percentage"), + list(id = "gp_k4", n_treat = 4, sizes = c(5, 5, 5, 5), method = "global percentage"), + list(id = "chunk_k3", n_treat = 3, sizes = c(8, 8, 8), method = "randomized chunk"), + list(id = "chunk_uneq", n_treat = 2, sizes = c(6, 12), method = "randomized chunk"), + list(id = "chunk_discard", n_treat = 2, sizes = c(5, 5), method = "randomized chunk", + discard_n = 14) +)) { + control <- isTRUE(cfg$control) + n <- sum(cfg$sizes) + marg <- if (cfg$method == "SCOMARS") rep(cfg$sizes[2] / n, n) else NULL + df <- if (!is.null(cfg$discard_n)) data.frame(a = seq_len(cfg$discard_n)) else NULL + draw <- function() { + som(data_frame = df, n_treat = cfg$n_treat, treat_sizes = cfg$sizes, + include_discard = !is.null(df), method = cfg$method, control = control, + marginal_treat = marg) + } + one <- draw() + reps <- 10000 + draws <- t(replicate(reps, draw()$Treat)) + levels <- sort(unique(as.vector(draws))) + stage_freq <- sapply(levels, function(l) colMeans(draws == l)) + write_case(paste0("som_", cfg$id), list( + config = cfg, control = control, marginal_treat = marg, + one = as.list(one), reps = reps, levels = levels, + stage_freq = stage_freq + )) +} + +# ---------------------------------------------------------------- fsm +s_functions <- c("constant", "Dopt", "Aopt", "negative Dopt", "max pc", "min pc", + "Dopt pc", "max average", "min average", "Dopt average", + "marginal var sum") + +make_som <- function(n, k, seed) { + set.seed(seed) + if (k == 2) { + n2 <- n %/% 2 + som(n_treat = 2, treat_sizes = c(n - n2, n2), method = "SCOMARS", + marginal_treat = rep(n2 / n, n)) + } else { + som(n_treat = k, treat_sizes = rep(n / k, k), method = "randomized chunk") + } +} + +run_fsm <- function(id, dname, k, seed, ...) { + d <- datasets[[dname]] + s <- make_som(nrow(d), k, seed) + args <- list(...) + res <- capture(do.call(fsm, c(list(data_frame = d, SOM = s, ties = "smallest", + units_print = FALSE), args))) + rec <- list(dataset = dname, som = s$Treat, args = args) + if (!is.null(res$error)) { + rec$error <- res$error + } else { + f <- res$value + rec$z <- f$data_frame_allocated$Treat + rec$selected <- f$som_appended$Index + rec$criteria <- f$criteria + } + write_case(paste0("fsm_", id), rec) +} + +aopt_args <- function(k_cov) { + pol <- matrix(0, 2, k_cov + 1) + pol[1, 2] <- 1 + pol[2, 3] <- 1 + list(Pol_mat = pol, w_pol = c(0.7, 0.3)) +} + +for (dname in c("lalonde60", "gauss", "heavy", "binary", "ages12")) { + k_cov <- ncol(datasets[[dname]]) - 1 + for (sf in s_functions) { + if (k_cov < 2 && sf == "Aopt") next + extra <- if (sf == "Aopt") aopt_args(k_cov) else list() + id <- paste(dname, gsub(" ", "_", sf), sep = "_") + do.call(run_fsm, c(list(id = id, dname = dname, k = 2, seed = 301), list(s_function = sf), + extra)) + } +} +# Options grid on the D-optimal criterion. +run_fsm("gauss_k4", "gauss", 4, 302, s_function = "Dopt") +run_fsm("lalonde60_k3", "lalonde60", 3, 303, s_function = "Dopt") +run_fsm("heavy_k3", "heavy", 3, 304, s_function = "Dopt") +run_fsm("gauss_noint", "gauss", 2, 305, s_function = "Dopt", intercept = FALSE) +run_fsm("gauss_nostd", "gauss", 2, 306, s_function = "Dopt", standardize = FALSE) +run_fsm("lalonde60_nostd", "lalonde60", 2, 307, s_function = "Dopt", standardize = FALSE) +run_fsm("gauss_eps1", "gauss", 2, 308, s_function = "Dopt", eps = 0.1) +run_fsm("gauss_eps5", "gauss", 2, 309, s_function = "Dopt", eps = 1e-5) +run_fsm("gauss_qinit", "gauss", 2, 310, s_function = "Dopt", + Q_initial = diag(5) * 2) +run_fsm("collinear_dopt", "collinear", 2, 311, s_function = "Dopt") +run_fsm("collinear_qinit", "collinear", 2, 312, s_function = "Dopt", + Q_initial = diag(4)) +run_fsm("binary_k3", "binary", 3, 313, s_function = "Dopt") +run_fsm("ages12_paper", "ages12", 2, 314, s_function = "Dopt") + +# Full Lalonde, as in Section 3 of the R paper (N = 445, n1 = 222). +set.seed(315) +s_full <- som(n_treat = 2, treat_sizes = c(222, 223), method = "SCOMARS", + marginal_treat = rep(223 / 445, 445)) +f_full <- fsm(Lalonde, SOM = s_full, ties = "smallest", units_print = FALSE) +write_case("fsm_lalonde_full", list( + dataset = "lalonde", som = s_full$Treat, args = list(s_function = "Dopt"), + z = f_full$data_frame_allocated$Treat, selected = f_full$som_appended$Index +)) + +# ties = "random": per-unit group frequencies over repeated runs, same SOM. +d <- datasets$binary +s <- make_som(nrow(d), 2, 316) +reps <- 2000 +zz <- t(replicate(reps, fsm(d, SOM = s, ties = "random", units_print = FALSE) + $data_frame_allocated$Treat)) +write_case("fsm_ties_random_binary", list( + dataset = "binary", som = s$Treat, reps = reps, freq_group1 = colMeans(zz == 1) +)) + +# ---------------------------------------------------------------- fsm_batch +for (cfg in list( + list(id = "gauss", dname = "gauss", k = 2, split = 20, seed = 401), + list(id = "lalonde60_k3", dname = "lalonde60", k = 3, split = 30, seed = 402), + list(id = "gauss_noint", dname = "gauss", k = 2, split = 16, seed = 403, + intercept = FALSE) +)) { + d <- datasets[[cfg$dname]] + first <- d[seq_len(cfg$split), ] + second <- d[(cfg$split + 1):nrow(d), ] + intercept <- if (is.null(cfg$intercept)) TRUE else cfg$intercept + s1 <- make_som(nrow(first), cfg$k, cfg$seed) + f1 <- fsm(first, SOM = s1, ties = "smallest", units_print = FALSE, + intercept = intercept) + s2 <- make_som(nrow(second), cfg$k, cfg$seed + 50) + fb <- fsm_batch(data_frame = second, data_frame_past = f1$data_frame_allocated, + t_ind = "Treat", SOM = s2, ties = "smallest", units_print = FALSE, + intercept = intercept) + write_case(paste0("batch_", cfg$id), list( + dataset = cfg$dname, split = cfg$split, intercept = intercept, + past_z = f1$data_frame_allocated$Treat, som = s2$Treat, + z = fb$data_frame_allocated$Treat, selected = fb$som_appended$Index, + criteria = fb$criteria + )) +} + +# ---------------------------------------------------------------- crd +set.seed(501) +for (cfg in list(list(id = "k2", sizes = c(6, 6), control = FALSE), + list(id = "k3_ctrl", sizes = c(4, 6, 8), control = TRUE))) { + df <- data.frame(Index = seq_len(sum(cfg$sizes))) + reps <- 10000 + zz <- t(replicate(reps, crd(df, n_treat = length(cfg$sizes), treat_sizes = cfg$sizes, + control = cfg$control)$Treat)) + levels <- sort(unique(as.vector(zz))) + write_case(paste0("crd_", cfg$id), list( + sizes = cfg$sizes, control = cfg$control, reps = reps, levels = levels, + one = zz[1, ], unit_freq = sapply(levels, function(l) colMeans(zz == l)) + )) +} + +# ---------------------------------------------------------------- inference +set.seed(601) +n <- 24 +x <- rnorm(n) +y1 <- 10 + 2 * x + rnorm(n) +y2 <- y1 + 1.5 +y3 <- y1 - 0.5 +alloc2 <- t(replicate(300, sample(rep(1:2, n / 2)))) +alloc3 <- t(replicate(300, sample(rep(1:3, n / 3)))) +yobs2 <- ifelse(alloc2[1, ] == 1, y1, y2) +yobs3 <- cbind(y1, y2, y3)[cbind(seq_len(n), alloc3[1, ])] +yobs_ties <- round(yobs2) +perm <- list() +for (method in c("marginal mean", "marginal rank")) { + for (alt in c("not equal", "greater", "less")) { + for (cc in list(list(id = "k2", y = yobs2, a = alloc2, contrast = c(1, -1), tau = 0), + list(id = "k2tau", y = yobs2, a = alloc2, contrast = c(1, -1), tau = -1), + list(id = "k2rev", y = yobs2, a = alloc2, contrast = c(-1, 1), tau = 0), + list(id = "k2ties", y = yobs_ties, a = alloc2, contrast = c(1, -1), + tau = 0), + list(id = "k3", y = yobs3, a = alloc3, contrast = c(1, -1, 0), + tau = 0))) { + res <- capture(suppressWarnings(perm_test( + Y_obs = cc$y, alloc_obs = cc$a[1, ], alloc = cc$a, contrast = cc$contrast, + tau = cc$tau, method = method, alternative = alt))) + perm[[length(perm) + 1]] <- list( + id = cc$id, method = method, alternative = alt, contrast = cc$contrast, + tau = cc$tau, y_obs = cc$y, alloc = cc$a, result = res + ) + } + } +} +write_case("perm_test", perm) + +# ess_rand: three designs, 200 iterations each. +set.seed(602) +xa <- rnorm(n) +ymat <- cbind(5 + xa + rnorm(n), 5 + xa + rnorm(n) + 1) +d_crd <- t(replicate(200, sample(rep(1:2, n / 2)))) +d_blk <- t(replicate(200, { + z <- integer(n) + o <- order(xa) + for (b in seq(1, n, 2)) z[o[b:(b + 1)]] <- sample(1:2) + z +})) +d_fsm <- t(replicate(200, { + s <- som(n_treat = 2, treat_sizes = c(n / 2, n / 2), method = "SCOMARS", + marginal_treat = rep(0.5, n)) + fsm(data.frame(Index = 1:n, x = xa), SOM = s, units_print = FALSE)$data_frame_allocated$Treat +})) +arr <- array(0, dim = c(200, n, 3)) +arr[, , 1] <- d_crd +arr[, , 2] <- d_blk +arr[, , 3] <- d_fsm +write_case("ess_rand", list( + assign = lapply(1:3, function(j) arr[, , j]), y_mat = ymat, + contrast = c(1, -1), + result = ess_rand(assign_array = arr, Y_mat = ymat, contrast = c(1, -1)), + result_rev = ess_rand(assign_array = arr, Y_mat = ymat, contrast = c(-1, 1)) +)) + +# ess_model: X with two covariates, five assignment vectors (columns). +xm <- cbind(xa, xa^2) +amat <- cbind(d_crd[1, ], d_crd[2, ], d_blk[1, ], d_fsm[1, ], d_fsm[2, ]) +write_case("ess_model", list( + x_cov = xm, assign = amat, y_mat = ymat, contrast = c(1, -1), + result = ess_model(X_cov = xm, assign_matrix = amat, Y_mat = ymat, contrast = c(1, -1)) +)) +# Unequal group sizes (10 vs 14) separate the candidate residual-variance +# denominators, which coincide when groups are the same size. +set.seed(604) +amat_uneq <- sapply(1:5, function(i) sample(rep(1:2, c(10, 14)))) +write_case("ess_model_unequal", list( + x_cov = xm, assign = amat_uneq, y_mat = ymat, contrast = c(1, -1), + result = ess_model(X_cov = xm, assign_matrix = amat_uneq, Y_mat = ymat, + contrast = c(1, -1)) +)) + +# tasmd_rand: vector and matrix inputs, both denominators, custom targets. +d <- datasets$lalonde60 +set.seed(603) +a1 <- t(replicate(50, sample(rep(1:2, 30)))) +a2 <- t(replicate(50, { + s <- som(n_treat = 2, treat_sizes = c(30, 30), method = "SCOMARS", + marginal_treat = rep(0.5, 60)) + fsm(d, SOM = s, units_print = FALSE)$data_frame_allocated$Treat +})) +tas <- list() +add_tasmd <- function(id, ...) { + args <- list(...) + res <- capture(do.call(tasmd_rand, c(list(data_frame = d, index_col = TRUE), args))) + if (!is.null(res$value) && is.list(res$value) && !is.data.frame(res$value)) { + res$value <- lapply(res$value, function(v) { + if (is.matrix(v)) list(rownames = rownames(v), colnames = colnames(v), values = v) else v + }) + } else if (!is.null(res$value)) { + res$value <- list(rownames = rownames(res$value), colnames = colnames(res$value), + values = as.matrix(res$value)) + } + tas[[length(tas) + 1]] <<- list(id = id, args = args, result = res) +} +add_tasmd("vec_target", alloc1 = a1[1, ], alloc2 = a2[1, ], roundoff = 10) +add_tasmd("vec_group", alloc1 = a1[1, ], alloc2 = a2[1, ], denom = "group", roundoff = 10) +add_tasmd("vec_lab2", alloc1 = a1[1, ], alloc2 = a2[1, ], treat_lab = 2, roundoff = 10) +add_tasmd("vec_round3", alloc1 = a1[1, ], alloc2 = a2[1, ]) +add_tasmd("vec_custom", alloc1 = a1[1, ], alloc2 = a2[1, ], + mean_tar = colMeans(d[, -1]) + 0.1, sd_tar = apply(d[, -1], 2, sd) * 1.5, + roundoff = 10) +add_tasmd("mat_target", alloc1 = a1, alloc2 = a2, roundoff = 10) +add_tasmd("mat_round3", alloc1 = a1, alloc2 = a2) +add_tasmd("mat_mismatch", alloc1 = a1, alloc2 = a2[1:10, ], roundoff = 10) +write_case("tasmd_rand", list(data = "lalonde60", cases = tas)) + +# ---------------------------------------------------------------- make_sq_inter +msi <- list() +base <- data.frame(male = c(rep(1, 6), rep(0, 6)), + age = c(20, 30, 40, 40, 50, 60, 20, 30, 40, 40, 50, 60), + edu = c(10, 12, 8, 16, 12, 14, 9, 11, 12, 16, 18, 10)) +for (sq in c(TRUE, FALSE)) for (it in c(TRUE, FALSE)) for (km in c(TRUE, FALSE)) { + res <- capture(make_sq_inter(base, is_square = sq, is_inter = it, keep_marginal = km)) + if (!is.null(res$value)) { + res$value <- list(columns = names(res$value), values = as.matrix(res$value)) + } + msi[[length(msi) + 1]] <- list(is_square = sq, is_inter = it, keep_marginal = km, + result = res) +} +write_case("make_sq_inter", list(data = list(columns = names(base), values = as.matrix(base)), + cases = msi)) + +# ---------------------------------------------------------------- love_plot +png(file.path("tests", "fixtures", "love_plot_r.png"), width = 900, height = 650, res = 120) +love_plot(d, index_col = TRUE, alloc1 = a1[1, ], alloc2 = a2[1, ], imbalance = "TASMD", + legend_text = c("CRD", "FSM")) +invisible(dev.off()) + +write_case("manifest", list( + r_version = R.version.string, + fsm_version = as.character(packageVersion("FSM")), + jsonlite_version = as.character(packageVersion("jsonlite")) +)) diff --git a/tests/fixtures/r/batch_gauss.json b/tests/fixtures/r/batch_gauss.json new file mode 100644 index 0000000..eff4ff1 --- /dev/null +++ b/tests/fixtures/r/batch_gauss.json @@ -0,0 +1 @@ +{"dataset":"gauss","split":20,"intercept":true,"past_z":[1,2,1,1,2,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1],"som":[1,2,1,2,2,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2],"z":[1,2,1,2,2,1,1,2,1,1,1,2,2,2,2,1,1,1,2,2],"selected":[37,40,36,24,33,23,25,21,28,29,22,26,35,31,34,30,39,27,38,32],"criteria":[[0.6297652,0.3729767,1.124726,1.0320381,0.7487945,0.8899104,0.4189755,0.7681413,1.6257718,1.2983565,0.4154094,0.1660549,1.1864692,0.5613164,0.4097685,2.3278285,4.5101954,0.1501881,0.2326076,4.3702302],[0.9622826,0.3904369,0.9415263,1.8022007,1.2075496,0.7216451,0.3800407,0.8205992,1.123052,0.7353734,0.4114781,0.3046835,1.0222323,0.6391132,0.4304472,1.9728968,null,0.1602839,0.4175032,2.3636668],[0.6192592,0.2779612,1.0755584,0.7308323,0.4977039,0.345684,0.2100714,0.5792385,1.0770127,0.6280017,0.2976616,0.1649971,0.54814,0.422727,0.2622977,2.0248802,null,0.1472739,0.1990404,null],[0.7162219,0.3889578,0.6610325,1.801383,1.2064972,0.6663569,0.2628632,0.508809,0.4941293,0.3088098,0.3971686,0.2759447,0.9512755,0.4678202,0.3892478,null,null,0.1591543,0.3975794,null],[0.6236653,0.3529859,0.6605967,null,0.4629703,0.4275697,0.2326147,0.4235189,0.3718022,0.3071557,0.2624373,0.1350633,0.7872731,0.3038324,0.3806759,null,null,0.1357769,0.2803593,null],[0.4434664,0.2048265,0.6936659,null,0.3798651,0.3380273,0.1410638,0.3671647,0.4515382,0.26814,0.2721506,0.1172086,null,0.2364444,0.2071609,null,null,0.1361805,0.1807629,null],[0.4475018,0.347811,null,null,0.4528212,0.3060318,0.2322387,0.3755338,0.3717544,0.2675155,0.2624176,0.1256031,null,0.3018384,0.3157377,null,null,0.1206446,0.1761816,null],[0.3893997,0.1469216,null,null,null,0.3025389,0.1409233,0.3331863,0.3854064,0.2510638,0.2620207,0.113373,null,0.2343531,0.187838,null,null,0.1073544,0.1807628,null],[null,0.3427562,null,null,null,0.2670378,0.2308238,0.3753917,0.3630512,0.2627943,0.2512654,0.1086148,null,0.290584,0.2970827,null,null,0.1190456,0.1697255,null],[null,0.1469213,null,null,null,0.2920811,0.1300873,null,0.33718,0.2409009,0.256259,0.1030857,null,0.2143919,0.1862035,null,null,0.1020958,0.142384,null],[null,0.3397329,null,null,null,0.2666793,0.1974583,null,null,0.2571566,0.2507468,0.0939696,null,0.233974,0.2926752,null,null,0.111799,0.1473976,null],[null,null,null,null,null,0.2876034,0.1083208,null,null,0.2070433,0.2546153,0.0942377,null,0.1743616,0.1836709,null,null,0.1020156,0.1385023,null],[null,null,null,null,null,null,0.1705559,null,null,0.2520265,0.2306982,0.0896011,null,0.2226272,0.2725565,null,null,0.092734,0.1466212,null],[null,null,null,null,null,null,0.1083188,null,null,0.2060025,0.2487364,0.0870827,null,0.1743543,null,null,null,0.0907465,0.120173,null],[null,null,null,null,null,null,0.1650181,null,null,0.2189904,null,0.0868244,null,0.2206511,null,null,null,0.0913385,0.1440456,null],[null,null,null,null,null,null,0.1083069,null,null,0.1993089,null,0.0870734,null,null,null,null,null,0.087932,0.1182796,null],[null,null,null,null,null,null,0.1392391,null,null,null,null,0.0755009,null,null,null,null,null,0.0865359,0.1412812,null],[null,null,null,null,null,null,0.1039093,null,null,null,null,0.085579,null,null,null,null,null,0.0879241,null,null],[null,null,null,null,null,null,null,null,null,null,null,0.0803733,null,null,null,null,null,0.0847905,null,null],[null,null,null,null,null,null,null,null,null,null,null,0.0722329,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/batch_gauss_noint.json b/tests/fixtures/r/batch_gauss_noint.json new file mode 100644 index 0000000..1b36c1d --- /dev/null +++ b/tests/fixtures/r/batch_gauss_noint.json @@ -0,0 +1 @@ +{"dataset":"gauss","split":16,"intercept":false,"past_z":[2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2],"som":[1,2,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,1,2,1,2],"z":[1,1,2,2,1,2,1,2,2,2,1,1,2,1,1,2,2,2,2,1,1,1,1,2],"selected":[37,40,36,24,33,23,18,25,19,21,26,17,29,31,28,22,30,35,34,39,27,20,38,32],"criteria":[[1.3547335,0.6143774,0.8513,0.1267578,0.6300223,0.3404333,1.3133722,1.2482334,0.8842325,1.0124493,0.1508893,0.5439659,1.022058,0.9913134,0.4064272,0.0620342,1.7230306,0.2661523,0.4631029,1.8450919,4.3594646,0.1506455,0.2753267,3.5162671],[1.8081055,0.5505591,1.0888383,0.1402712,0.5264965,0.4477794,1.7270645,1.3590731,0.9294028,1.2272717,0.1876686,0.4099729,1.1283014,1.2710109,0.4178651,0.0688597,1.885873,0.2623723,0.3468082,2.1911867,null,0.2119894,0.2580261,4.5861399],[0.8756471,0.6143724,0.4726267,0.0750451,0.6004423,0.2871582,1.2564148,0.5488519,0.4012004,0.2682571,0.0883776,0.5281137,0.8150935,0.504271,0.2912107,0.0351421,0.7010029,0.2563889,0.3450228,1.7452939,null,0.1116383,0.1211512,null],[0.3740881,0.5490279,0.4606802,0.1398396,0.4417346,0.3893957,0.6341432,1.0289271,0.6762563,0.5857825,0.139598,0.2568817,0.3019227,0.2978785,0.3896646,0.0555967,0.770307,0.2154336,0.2574136,null,null,0.0526736,0.201968,null],[0.3724543,0.5463549,0.4005658,0.1239128,0.414385,0.2853406,0.5981104,null,0.3607624,0.4731677,0.1378321,0.2495209,0.2916854,0.2771966,0.2247774,0.0309712,0.6888896,0.195008,0.2472955,null,null,0.0525696,0.1684037,null],[0.3825628,0.6107105,0.3636966,0.0737748,0.5700179,0.1440455,0.7947398,null,0.3518702,0.2137865,0.0773208,0.4782625,0.450264,0.2419305,0.2308149,0.0311173,null,0.1964232,0.3056774,null,null,0.0476909,0.1173965,null],[0.2897367,0.5440235,0.3636676,0.0538892,0.372154,0.1005758,null,null,0.3230884,0.1957501,0.0721653,0.3402566,0.2981089,0.2142654,0.2279236,0.0310638,null,0.1735701,0.2696107,null,null,0.0369188,0.1001089,null],[0.3090111,null,0.3388513,0.0940735,0.3387543,0.2692936,null,null,0.3494982,0.3482081,0.1222103,0.2466661,0.2701547,0.1962674,0.2232178,0.0300809,null,0.1892938,0.178497,null,null,0.0478341,0.110297,null],[0.3079833,null,0.3388504,0.0911772,0.3382504,0.2394593,null,null,null,0.3117532,0.1179186,0.2438032,0.2701031,0.1960719,0.2034443,0.0270871,null,0.1892901,0.1770315,null,null,0.0469564,0.1072893,null],[0.2856285,null,null,0.0508616,0.3098388,0.1003777,null,null,null,0.1880735,0.0567626,0.2380845,0.2622647,0.2027242,0.2031023,0.0277893,null,0.1333867,0.2002933,null,null,0.0354318,0.0855811,null],[0.2703783,null,null,0.091027,null,0.2340466,null,null,null,0.3111778,0.1096074,0.2232882,0.2698549,0.1651655,0.1828504,0.023781,null,0.1711296,0.1501108,null,null,0.0402234,0.1041915,null],[0.2841513,null,null,0.0410242,null,0.0937989,null,null,null,null,0.0566056,0.2002252,0.2476226,0.2023858,0.2030884,0.0277893,null,0.1312892,0.1687658,null,null,0.035265,0.0716251,null],[null,null,null,0.0794621,null,0.2153143,null,null,null,null,0.0890701,0.2151262,0.2547808,0.1582306,0.1820347,0.0237742,null,0.1542922,0.1487747,null,null,0.0402053,0.0920123,null],[null,null,null,0.0409667,null,0.0884509,null,null,null,null,0.0554731,0.1978685,null,0.1603632,0.2030674,0.0276423,null,0.1294351,0.1603056,null,null,0.0276992,0.0686799,null],[null,null,null,0.0409315,null,0.085228,null,null,null,null,0.0524206,0.1922506,null,0.1595885,null,0.0230511,null,0.1140379,0.1597677,null,null,0.0276881,0.0683338,null],[null,null,null,0.0786836,null,0.2043345,null,null,null,null,0.0840326,null,null,0.1475989,null,0.0225358,null,0.1365328,0.1474726,null,null,0.0371509,0.0914569,null],[null,null,null,0.0396036,null,null,null,null,null,null,0.0485575,null,null,0.1595847,null,0.0226521,null,0.1039493,0.146266,null,null,0.0276439,0.0652681,null],[null,null,null,0.0693548,null,null,null,null,null,null,0.0803726,null,null,null,null,0.0223125,null,0.1363978,0.1469645,null,null,0.0336326,0.0845387,null],[null,null,null,0.0667665,null,null,null,null,null,null,0.0801608,null,null,null,null,0.0220463,null,0.1347237,null,null,null,0.0329721,0.0776447,null],[null,null,null,0.0391237,null,null,null,null,null,null,0.0481451,null,null,null,null,0.0223993,null,null,null,null,null,0.0243233,0.0617735,null],[null,null,null,0.037232,null,null,null,null,null,null,0.0479811,null,null,null,null,0.022356,null,null,null,null,null,0.024193,null,null],[null,null,null,0.0660349,null,null,null,null,null,null,null,null,null,null,null,0.0204234,null,null,null,null,null,0.0329317,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0221427,null,null,null,null,null,0.0241884,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0204228,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/batch_lalonde60_k3.json b/tests/fixtures/r/batch_lalonde60_k3.json new file mode 100644 index 0000000..7f79d29 --- /dev/null +++ b/tests/fixtures/r/batch_lalonde60_k3.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","split":30,"intercept":true,"past_z":[2,2,1,3,3,1,3,2,2,1,1,2,3,1,1,2,3,2,1,3,2,3,3,2,1,2,3,1,3,1],"som":[1,3,2,1,3,2,1,3,2,2,3,1,2,1,3,3,1,2,3,1,2,2,1,3,1,3,2,2,3,1],"z":[1,1,1,2,2,3,3,2,2,3,1,3,2,3,3,1,1,2,2,3,1,3,3,1,3,2,2,2,1,1],"selected":[33,50,58,59,36,48,60,42,57,39,55,41,49,54,52,45,31,56,37,51,35,38,32,53,46,40,43,34,44,47],"criteria":[[26.9939423,38.9090447,7092.3937938,17.6029125,19.5992046,124.6019846,60.1763429,25.3765136,6679.2105517,22.3019431,6673.1034616,6682.2746614,50.4312861,43.6443904,35.6182562,44.2153722,58.0926002,129.3414188,49.7387036,138.2693182,39.2584846,6681.6181422,129.8657839,208.8321322,265.6189567,257.9808229,265.9245365,6880.7284438,6853.055726,480.6767841],[10.2174591,63.7364988,null,10.2004455,14.4299668,397.2583051,46.2524648,19.5647682,6674.0228388,16.8981277,6679.4225678,6721.1963629,24.0469756,19.8252597,14.4573752,22.4983908,23.2412472,386.7159362,87.6800774,6850.4549639,100.7662898,6680.8624739,62.6183614,114.5421318,130.6490593,133.3775719,132.9522818,6774.9493141,6748.7340361,259.6299198],[79.8257881,456.7252651,null,13.2465787,13.3735251,1430.5384103,377.6946738,20.313636,6676.308377,32.3313592,6724.9709092,7087.7759647,59.5905311,45.4745565,152.1952187,35.2083372,98.1443996,2163.1232199,145.8966535,null,185.9501613,6717.657693,119.1455955,177.2002955,260.0322313,366.8518989,232.8978247,7161.2628759,7041.348934,576.831517],[2.7105692,3.9622101,null,1.8305648,2.0083056,12.773925,6.2667963,2.6146179,36.4189424,2.2863185,46.5131588,56.6728121,5.2890365,4.5797342,3.6171604,4.6212625,6.099662,13.1993067,5.1160822,null,4.016663,60.5318224,13.6212625,21.8604651,27.8770764,27.0483821,27.8687708,null,117.4197387,50.4186047],[1.0230642,6.5502349,null,1.031866,1.4607228,40.8989648,4.6805315,1.9819962,15.4393364,1.7148536,14.8118229,29.3347445,2.4580784,2.0259426,1.4542555,2.2876412,2.3705658,39.7974406,8.8844379,null,10.3699637,19.0595075,6.3953031,11.6760184,13.3559649,13.5979459,13.5700966,null,null,26.5408274],[9.156518,54.8120175,null,1.3935637,1.3592444,null,45.634898,2.0692664,75.6958923,3.4711387,34.0922144,18.1281775,6.8515684,5.1553532,17.8328127,3.7975437,11.6220042,259.8318435,17.2090269,null,21.256965,30.4230249,13.2357522,19.150132,29.1586813,42.8716389,25.6082256,null,null,66.2589439],[2.65194,1.8826757,null,0.5562291,1.3542015,null,1.8661115,1.5302494,3.2238928,1.640906,3.9711262,4.5111202,0.7478251,0.6361994,2.8244654,1.0704963,0.8236168,null,3.4492914,null,3.2515228,2.422767,2.3878989,5.7035273,4.6553331,5.8592547,5.6148274,null,null,8.3096728],[1.0222258,0.842039,null,1.0293221,1.2464309,null,4.4750595,1.7230198,10.5212375,1.6938285,13.6919818,28.7216464,2.2565059,1.9068632,1.4513837,2.2600007,2.3561239,null,7.5685542,null,2.8534066,17.3284962,6.1717394,11.6751594,12.748507,13.3113992,13.2094105,null,null,null],[4.0867235,0.532129,null,1.2804034,1.3157471,null,2.973898,1.9295228,19.2786755,1.6614945,17.2748752,null,3.4732766,3.0550798,6.0768632,3.1837826,3.655837,null,3.8411962,null,3.1874272,10.2110889,9.4155923,16.2894916,19.389201,17.5041106,19.5575415,null,null,null],[2.2190924,0.5280607,null,0.2647235,0.5207759,null,1.3896514,0.549749,4.0853311,0.4811505,4.0050236,null,0.4991034,0.300678,2.5313207,0.281046,0.3243779,null,2.5906028,null,0.4984562,4.0378867,0.4960283,1.4721911,1.1615452,1.5061031,null,null,null,null],[1.0199307,0.8012319,null,0.87836,1.2323205,null,0.8878681,1.7152186,null,1.679989,1.5819743,null,2.2171542,1.8109685,1.2334478,1.9234049,1.7632589,null,1.0346869,null,2.3657499,3.8680944,5.5249609,11.1912424,11.6911429,8.0207199,null,null,null,null],[2.5187461,0.9744854,null,0.5138491,0.9840056,null,1.3001453,1.1160889,null,0.9446533,2.6454776,null,0.150775,0.202664,2.4617261,0.8158673,0.2566149,null,2.0329717,null,1.8154865,1.8523723,1.0844991,2.176275,null,2.5643655,null,null,null,null],[2.1519302,0.4388791,null,0.2579596,0.5200215,null,1.2134554,0.5310299,null,0.4811489,null,null,0.2825535,0.2062991,2.4195054,0.280811,0.2123673,null,2.5207243,null,0.4981543,0.9263449,0.3775421,1.3222551,null,1.2550667,null,null,null,null],[1.9664763,0.96269,null,0.4334621,0.8041771,null,1.2766781,1.0464345,null,0.8620638,null,null,0.1477628,0.1773596,1.9879686,0.6595036,0.2360301,null,null,null,1.07186,0.7323489,0.8472637,2.1736203,null,2.1511041,null,null,null,null],[1.0018655,0.6837765,null,0.4515544,0.5243443,null,0.7225155,0.703864,null,0.5477008,null,null,0.3396483,0.2090847,1.0421276,0.5050881,0.2010784,null,null,null,0.5174674,1.1858741,0.5237232,null,null,0.9430019,null,null,null,null],[1.001599,0.6099081,null,0.4512793,0.4508844,null,0.7217458,0.6215824,null,0.4531154,null,null,0.3327751,0.2047198,1.038329,0.5027148,0.1951655,null,null,null,0.5011439,null,0.491384,null,null,0.8636607,null,null,null,null],[1.8430344,0.5218509,null,0.3461744,0.4354638,null,1.274585,0.4200413,null,0.416044,null,null,0.1432428,0.1451911,null,0.4662031,0.1840003,null,null,null,0.7807325,null,0.5109677,null,null,1.4149412,null,null,null,null],[null,0.3665774,null,0.2488061,0.52,null,0.4601496,0.530966,null,0.4801698,null,null,0.279911,0.2030462,null,0.2773105,0.1867602,null,null,null,0.4298207,null,0.3774349,null,null,0.7137211,null,null,null,null],[null,0.6097959,null,0.4512476,0.4502626,null,0.7172244,0.6205552,null,0.4522829,null,null,0.3326577,0.2046287,null,0.50259,0.1943364,null,null,null,0.5007348,null,0.4896306,null,null,null,null,null,null,null],[null,0.490029,null,0.303134,0.35211,null,null,0.3827108,null,0.3464313,null,null,0.1431015,0.1375906,null,0.4047625,0.1725891,null,null,null,0.6781844,null,0.4517749,null,null,null,null,null,null,null],[null,0.3588245,null,0.2408602,0.4925152,null,null,0.4826989,null,0.4455506,null,null,0.2667847,0.1869452,null,0.2476145,0.1520619,null,null,null,null,null,0.2840558,null,null,null,null,null,null,null],[null,0.3300438,null,0.240824,null,null,null,0.3354654,null,0.3020186,null,null,0.2558743,0.1815537,null,0.2473197,0.1449244,null,null,null,null,null,0.2761757,null,null,null,null,null,null,null],[null,0.451358,null,0.224946,null,null,null,null,null,0.3451741,null,null,0.1389446,0.1140844,null,0.2835672,0.1557863,null,null,null,null,null,0.3079973,null,null,null,null,null,null,null],[null,null,null,0.4328958,null,null,null,null,null,0.4494394,null,null,0.3144995,0.2024491,null,0.4863493,0.1734919,null,null,null,null,null,0.4889894,null,null,null,null,null,null,null],[null,null,null,0.2239314,null,null,null,null,null,0.2671318,null,null,0.1378495,0.1130244,null,0.2825832,0.1555848,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.362751,null,null,null,null,null,0.432154,null,null,0.2902125,0.1586007,null,null,0.1344205,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.2393595,null,null,null,null,null,null,null,null,0.2548526,0.179991,null,null,0.1426009,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.2340538,null,null,null,null,null,null,null,null,null,0.1481253,null,null,0.1195502,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,0.1574075,null,null,0.1323015,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1443532,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/crd_k2.json b/tests/fixtures/r/crd_k2.json new file mode 100644 index 0000000..842f552 --- /dev/null +++ b/tests/fixtures/r/crd_k2.json @@ -0,0 +1 @@ +{"sizes":[6,6],"control":false,"reps":10000,"levels":[1,2],"one":[2,2,2,1,2,1,2,1,2,1,1,1],"unit_freq":[[0.49,0.51],[0.5059,0.4941],[0.5035,0.4965],[0.4966,0.5034],[0.4937,0.5063],[0.4995,0.5005],[0.4987,0.5013],[0.502,0.498],[0.4975,0.5025],[0.5116,0.4884],[0.5026,0.4974],[0.4984,0.5016]]} diff --git a/tests/fixtures/r/crd_k3_ctrl.json b/tests/fixtures/r/crd_k3_ctrl.json new file mode 100644 index 0000000..5d911dc --- /dev/null +++ b/tests/fixtures/r/crd_k3_ctrl.json @@ -0,0 +1 @@ +{"sizes":[4,6,8],"control":true,"reps":10000,"levels":[0,1,2],"one":[2,1,1,1,0,2,0,2,2,1,2,2,1,1,2,2,0,0],"unit_freq":[[0.2229,0.3334,0.4437],[0.2278,0.3281,0.4441],[0.2216,0.3386,0.4398],[0.2236,0.335,0.4414],[0.2262,0.3331,0.4407],[0.2171,0.3359,0.447],[0.2228,0.3352,0.442],[0.2218,0.3276,0.4506],[0.221,0.3362,0.4428],[0.2166,0.3359,0.4475],[0.2284,0.3298,0.4418],[0.2203,0.3319,0.4478],[0.2265,0.3221,0.4514],[0.2135,0.341,0.4455],[0.2284,0.3341,0.4375],[0.2231,0.336,0.4409],[0.2179,0.3303,0.4518],[0.2205,0.3358,0.4437]]} diff --git a/tests/fixtures/r/data_ages12.json b/tests/fixtures/r/data_ages12.json new file mode 100644 index 0000000..2ceaa63 --- /dev/null +++ b/tests/fixtures/r/data_ages12.json @@ -0,0 +1 @@ +{"columns":["Index","Age"],"rows":[[1,19],[2,20],[3,20],[4,20],[5,23],[6,24],[7,24],[8,25],[9,25],[10,28],[11,31],[12,41]]} diff --git a/tests/fixtures/r/data_binary.json b/tests/fixtures/r/data_binary.json new file mode 100644 index 0000000..3de7622 --- /dev/null +++ b/tests/fixtures/r/data_binary.json @@ -0,0 +1 @@ +{"columns":["Index","X1","X2","X3","X4"],"rows":[[1,0,0,1,0],[2,1,1,0,1],[3,1,1,0,0],[4,1,0,1,0],[5,1,0,0,1],[6,0,0,0,0],[7,0,0,0,1],[8,0,1,1,1],[9,1,0,1,1],[10,0,0,0,1],[11,1,0,0,1],[12,0,0,0,0],[13,0,0,0,0],[14,0,0,0,1],[15,1,0,1,0],[16,0,0,1,0],[17,1,0,1,1],[18,0,1,0,0],[19,0,1,0,1],[20,1,0,0,0],[21,1,0,0,0],[22,1,1,0,0],[23,0,0,1,1],[24,0,1,0,0],[25,1,1,0,0],[26,0,1,0,0],[27,0,0,1,0],[28,0,1,1,1],[29,0,0,0,0],[30,0,0,1,0]]} diff --git a/tests/fixtures/r/data_collinear.json b/tests/fixtures/r/data_collinear.json new file mode 100644 index 0000000..5577653 --- /dev/null +++ b/tests/fixtures/r/data_collinear.json @@ -0,0 +1 @@ +{"columns":["Index","x1","x2","x3"],"rows":[[1,-1.29352393033948,1.01891540643695,-0.274608523902527],[2,-0.466154336737516,0.804445793621212,0.338291456883696],[3,0.133814210334291,-0.107542619882087,0.0262715904522039],[4,1.29447938742423,0.774834988171805,2.06931437559603],[5,0.117840303330852,-0.453398448145197,-0.335558144814346],[6,0.404490980014704,-0.825726321695999,-0.421235341681295],[7,0.238910875571226,-1.00435783502472,-0.765446959453492],[8,-0.812350037615608,-1.28558956860517,-2.09793960622078],[9,0.364366772678462,0.726581808429507,1.09094858110797],[10,-0.332524067964348,-0.290124107237768,-0.622648175202116],[11,-1.12595327626701,-1.16016402472734,-2.28611730099435],[12,-0.37731669942177,0.0683029741380212,-0.309013725283748],[13,-0.135219867250072,1.07388038715443,0.93866051990436],[14,0.692093142689781,0.254122999611988,0.946216142301769],[15,0.102417464113965,-0.659644708627551,-0.557227244513586],[16,-0.0638963708837249,1.23344619577679,1.16954982489306],[17,-1.50387568313797,-0.382986594147004,-1.88686227728497],[18,-0.744661496476227,1.10032001220548,0.355658515729254],[19,-0.536514031947285,1.03770237953816,0.501188347590875],[20,-0.598316113413136,-1.06677654843207,-1.66509266184521],[21,-0.859982465843897,-0.197382820231525,-1.05736528607542],[22,-0.110835781663447,-0.0083838436642141,-0.119219625327661],[23,2.24735776282004,-0.0710453274398841,2.17631243538015],[24,-1.51613708858717,-0.248912743252976,-1.76504983184015],[25,1.21434092029951,1.26806586450293,2.48240678480244],[26,-0.081593412288623,-0.591625782034972,-0.673219194323595],[27,0.468230618758634,-1.45312896419095,-0.984898345432317],[28,-0.593320575382506,-0.426162638369708,-1.01948321375221],[29,-0.0312309295262787,1.30938838780648,1.2781574582802],[30,0.117908004729688,-0.974497887932548,-0.85658988320286]]} diff --git a/tests/fixtures/r/data_gauss.json b/tests/fixtures/r/data_gauss.json new file mode 100644 index 0000000..c5a8e14 --- /dev/null +++ b/tests/fixtures/r/data_gauss.json @@ -0,0 +1 @@ +{"columns":["Index","X1","X2","X3","X4"],"rows":[[1,0.18052290181967,0.407401403982149,0.0468960793723366,0.574204328441384],[2,0.784734040102268,0.0483094822529588,-1.75835034494289,0.646938324970118],[3,-1.35316457378718,-0.910132644934182,-1.74056472002572,-0.256409248071981],[4,1.9832982062599,-0.272157549962303,-0.26735871366502,-1.9738833418241],[5,1.23847170449276,0.404688951278023,0.853736668685525,-0.276370359328464],[6,1.20061739613939,-0.997861012573554,-0.310132104313349,-0.402250180230341],[7,0.896149884213139,2.73645082838239,-1.81801775114401,0.569933951150807],[8,0.253689755074539,-1.12055052115138,-0.00714405432183245,0.345623692544432],[9,0.54960034085866,0.432924499712695,-0.703753606168996,-0.660019057211507],[10,1.90337105101613,-0.565677147091363,0.146940852053517,-1.88564131801105],[11,1.44453361419033,1.39370982163601,-0.495301907366074,-0.432763256286405],[12,0.11529575813592,1.08339246751843,-1.33003552881708,-0.235624883868246],[13,-0.627254080381819,-1.23137852060719,-0.519532192618748,-0.840511660144528],[14,-1.26948873038106,-0.0853258227952417,-1.141705370465,1.98531584991677],[15,-0.227820146960574,-0.758326729943804,1.43574534662064,-0.404087148355405],[16,-0.260488270439973,0.532502224052814,-0.0451390950767849,1.22390929082297],[17,-1.57414328087232,-0.412018489579944,-1.04461240650532,-0.741013596012379],[18,1.7544243110669,1.58705165684902,-1.04201782633948,-0.733381551172798],[19,-1.67831119811683,-0.585427068095875,0.0529810486905361,0.292620064513744],[20,0.531144492515116,0.0325265841001236,0.513161150308321,-0.291861606814756],[21,0.752592556472638,-0.677511210360451,1.62087035289181,-0.263106147973233],[22,-0.210276885520406,-0.569317144032596,-1.42819816375338,-0.00661585511562776],[23,-1.31920618074945,0.225575122759523,-2.53513934924887,-0.135407082586346],[24,-0.981390613753917,1.80986857245701,0.252505363839656,1.27640522152661],[25,-0.356859618384834,1.94244066229701,-0.170753237382596,0.746804509835844],[26,-0.185267990760674,0.820373805494592,0.0280063464489234,-0.966133403328847],[27,0.0823645925888276,-0.200774389639763,-0.267045829264571,0.939993371220281],[28,0.173498141039255,-0.78119129735591,0.994169267113508,0.815895498008936],[29,1.09204904159518,0.0537770848685392,0.918191379491049,1.4740780517793],[30,2.01213539410378,0.570192120133598,-0.0766671357425187,0.841720515559201],[31,1.36401767624368,-0.46301895029146,-0.776095897963451,-1.03676384890432],[32,-0.0639493072107857,0.35153371259337,-0.0950270026474695,0.509317032125222],[33,-1.09956407721102,-0.558705879601699,0.55299775959898,-1.26579772552796],[34,-0.155296014711219,0.00489555130379433,0.192418550172547,1.31966675265298],[35,1.1990245323003,1.17650019887042,-1.17258670708964,0.522873260800434],[36,2.11698139694073,2.00546245155837,0.989195092999481,1.7613747364142],[37,1.71750372787893,-1.56652825111248,-1.94186020460306,1.36746727968101],[38,-0.362180793901034,-0.15172248062956,-0.581354251564652,-0.0961076467716019],[39,0.0324720593378105,-0.140537176073389,0.572179011774361,-0.313117979307077],[40,3.11433335922956,-0.218421557501499,1.52126618148032,1.3404517964055]]} diff --git a/tests/fixtures/r/data_heavy.json b/tests/fixtures/r/data_heavy.json new file mode 100644 index 0000000..c776586 --- /dev/null +++ b/tests/fixtures/r/data_heavy.json @@ -0,0 +1 @@ +{"columns":["Index","X1","X2","X3"],"rows":[[1,-0.936972200950523,0.373143588882992,-1.21999296082711],[2,-1.56719298107341,0.136164083217973,-0.543086722221527],[3,-0.827324105027212,-0.597403507127621,3.92007695783728],[4,3.20872773099271,-1.04507295554758,0.311714565716434],[5,-0.49086409593637,4.86960043870057,-1.28967408431729],[6,0.14827193462099,-0.254395531355127,1.2864254909807],[7,1.11914200421455,0.357782997656127,0.276386358903723],[8,8.07258307380423,1.64269788133828,1.06346545179813],[9,-0.202958120716416,1.03590934528316,-0.93115166109666],[10,1.00560794914798,3.10410896317661,0.655115954822924],[11,-0.211103931297868,1.74828324399445,-3.11166998891252],[12,-2.04982492431531,-1.12420304178697,-1.48937383216633],[13,0.339191638305403,-0.118195852193999,0.827478787186286],[14,0.537474199056746,1.21333371637877,-1.81135603457103],[15,-0.0192512378408285,-1.05732030037641,3.28001471962733],[16,1.03968517686796,0.216232969567425,-0.443045590513313],[17,0.201881764955797,1.42242487982461,0.799599440967693],[18,1.20096389815812,-1.29444397010433,0.954709749865324],[19,-0.525101176563553,-1.01988915378963,3.00044329618674],[20,-0.039243969313104,0.482326325933153,-0.638049475274525],[21,0.200578508665405,1.11530719985494,-0.435920316474306],[22,-0.139524349027817,0.463509359830458,0.289564796300598],[23,1.00358663610157,7.77213806919684,-1.52405091271504],[24,1.36324427610318,2.13968672026675,-0.408367142801175],[25,0.0345964478800349,-1.02597103783906,-0.0366881183950719],[26,-0.0875244627362262,0.264209128117313,-0.231721244827737],[27,0.979340369788183,-1.06365354709384,0.332337842507544],[28,-2.22251650106587,-0.0386711477466585,0.484120982375481],[29,-1.48022863998018,-1.51832134343673,0.968496608336072],[30,-1.62737983551181,1.35883297700913,-0.372203587948117],[31,1.27567325016131,2.16160714284301,-1.0802862278192],[32,-0.337049873401456,-0.264830521350266,-0.245760302649948],[33,-1.94835605927333,-0.650050033814854,-0.775970149787236],[34,2.15317118064494,-0.531356469139988,-1.280889569463],[35,-1.4537589156431,-0.907531110088047,0.560493172489271],[36,0.152374638595566,-0.423804181487322,-1.20572301552613]]} diff --git a/tests/fixtures/r/data_lalonde.json b/tests/fixtures/r/data_lalonde.json new file mode 100644 index 0000000..752b03a --- /dev/null +++ b/tests/fixtures/r/data_lalonde.json @@ -0,0 +1 @@ +{"columns":["Index","Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"rows":[[1,17,7,1,0,0,1,0,0],[2,17,10,1,0,0,1,0,0],[3,17,10,1,0,0,1,0,0],[4,17,8,1,0,0,1,0,0],[5,17,8,1,0,0,1,0,0],[6,17,9,1,0,0,1,0,0],[7,17,10,1,0,0,1,0,0],[8,17,8,1,0,0,1,0,0],[9,17,10,1,0,0,1,0,0],[10,17,9,1,0,0,1,0,0],[11,17,9,0,1,0,1,445.17041015625,74.3434524536133],[12,17,9,1,0,0,1,1716.50903320312,1253.43896484375],[13,17,10,1,0,0,1,1291.46801757812,5793.85205078125],[14,17,8,1,0,0,1,0,0],[15,17,11,1,0,0,1,0,0],[16,17,10,1,0,0,1,0,0],[17,17,10,1,0,0,1,0,0],[18,17,10,1,0,0,1,0,0],[19,17,8,0,0,0,1,0,0],[20,17,8,1,0,0,1,0,0],[21,17,11,0,0,0,1,0,0],[22,17,9,1,0,0,1,0,0],[23,17,10,1,0,0,1,0,0],[24,17,9,1,0,0,1,0,0],[25,17,10,0,1,0,1,0,0],[26,17,10,1,0,0,1,0,0],[27,17,9,0,1,0,1,0,0],[28,17,11,1,0,0,1,989.267822265625,165.207702636719],[29,17,10,1,0,0,1,0,664.568969726562],[30,17,10,0,1,0,1,4905.119140625,1168.90197753906],[31,17,10,0,1,0,1,1203.60900878906,1239.62805175781],[32,17,10,0,1,0,1,1442.68103027344,1734.55895996094],[33,17,9,1,0,0,1,0,2595.26708984375],[34,17,11,1,0,0,1,4080.72998046875,3796.02905273438],[35,18,8,1,0,0,1,0,0],[36,18,10,1,0,0,1,0,0],[37,18,8,0,1,1,1,0,0],[38,18,11,1,0,0,1,0,0],[39,18,6,1,0,0,1,0,0],[40,18,12,1,0,0,0,0,0],[41,18,9,1,0,0,1,0,0],[42,18,11,1,0,0,1,0,0],[43,18,11,1,0,0,1,858.254272460938,214.563598632812],[44,18,10,1,0,0,1,0,798.907897949219],[45,18,11,0,0,0,1,3678.23095703125,919.557922363281],[46,18,10,1,0,0,1,2143.41088867188,1784.27404785156],[47,18,9,1,0,0,1,0,3287.375],[48,18,9,1,0,0,1,0,0],[49,18,9,1,0,0,1,0,0],[50,18,10,0,1,0,1,0,0],[51,18,10,0,1,0,1,0,0],[52,18,9,1,0,0,1,0,0],[53,18,8,1,0,0,1,0,0],[54,18,8,0,1,0,1,0,0],[55,18,11,1,0,0,1,0,0],[56,18,9,1,0,0,1,0,0],[57,18,9,1,0,0,1,0,0],[58,18,10,1,0,0,1,0,0],[59,18,7,1,0,0,1,0,0],[60,18,11,1,0,0,1,0,0],[61,18,9,1,0,0,1,0,0],[62,18,10,1,0,0,1,0,0],[63,18,9,1,0,0,1,0,0],[64,18,9,1,0,0,1,0,0],[65,18,11,1,0,0,1,0,0],[66,18,10,1,0,0,1,0,0],[67,18,10,1,0,0,1,1563.2490234375,0],[68,18,10,1,0,0,1,960.426818847656,240.106704711914],[69,18,10,1,0,0,1,0,273.552490234375],[70,18,9,0,0,0,1,0,559.596008300781],[71,18,11,1,0,0,1,1064.69897460938,645.272277832031],[72,18,12,1,0,0,0,0,1405.51196289062],[73,18,10,1,0,0,1,1716.50903320312,2682.125],[74,19,9,1,0,0,1,0,0],[75,19,10,1,0,0,1,0,0],[76,19,9,0,0,0,1,0,0],[77,19,11,1,0,0,1,0,0],[78,19,10,1,0,0,1,0,385.274108886719],[79,19,9,1,0,0,1,0,798.907897949219],[80,19,11,1,0,0,1,2305.02587890625,2615.27587890625],[81,19,8,1,0,0,1,0,2657.05688476562],[82,19,8,1,0,0,1,2636.35302734375,2937.26391601562],[83,19,10,0,0,0,1,0,5324.10888671875],[84,19,11,0,1,1,1,5424.48486328125,5463.80322265625],[85,19,10,1,0,0,1,4121.94921875,6056.75390625],[86,19,11,0,0,0,1,0,0],[87,19,9,1,0,1,1,0,0],[88,19,12,1,0,0,0,0,0],[89,19,9,1,0,0,1,0,0],[90,19,9,0,1,0,1,0,0],[91,19,10,1,0,0,1,0,0],[92,19,10,1,0,0,1,0,0],[93,19,10,0,1,0,1,0,0],[94,19,11,1,0,0,1,0,0],[95,19,6,0,1,0,1,0,0],[96,19,10,0,0,0,1,0,0],[97,19,11,1,0,0,1,0,0],[98,19,10,1,0,1,1,0,0],[99,19,11,1,0,0,1,0,0],[100,19,11,1,0,0,1,1626.623046875,0],[101,19,10,1,0,0,1,0,604.153869628906],[102,19,9,1,0,0,1,8409.626953125,1778.08898925781],[103,19,11,1,0,0,1,721.340576171875,2445.58911132812],[104,19,12,1,0,0,0,8417,2814.19506835938],[105,19,11,1,0,0,1,3504.01391601562,3285.67993164062],[106,19,11,1,0,0,1,6337.4921875,4503.06396484375],[107,20,12,1,0,0,0,0,0],[108,20,11,1,0,0,1,0,0],[109,20,9,1,0,0,1,6083.994140625,0],[110,20,12,1,0,0,0,989.267822265625,165.207702636719],[111,20,12,1,0,0,0,0,377.568603515625],[112,20,11,1,0,0,1,3637.498046875,1220.83605957031],[113,20,11,1,0,0,1,16318.6201171875,1484.99401855469],[114,20,10,1,0,0,1,5005.73095703125,2777.35498046875],[115,20,9,0,1,0,1,12260.7802734375,5875.048828125],[116,20,8,1,0,0,1,0,0],[117,20,12,1,0,0,0,0,0],[118,20,10,1,0,0,1,0,0],[119,20,11,0,1,0,1,0,0],[120,20,9,0,1,0,1,0,0],[121,20,7,0,1,0,1,0,0],[122,20,10,1,0,0,1,0,0],[123,20,8,1,0,0,1,0,0],[124,20,9,1,0,0,1,0,0],[125,20,9,1,0,0,1,0,0],[126,20,12,1,0,0,0,0,591.815124511719],[127,20,12,1,0,0,0,557.698791503906,1371.47302246094],[128,20,6,1,0,0,1,6006.87890625,2850.61010742188],[129,20,12,1,0,0,0,7182.4921875,6004.72802734375],[130,20,11,1,0,0,1,8009.1640625,7666.875],[131,21,13,1,0,0,0,0,0],[132,21,12,1,0,0,0,0,0],[133,21,9,1,0,0,1,0,0],[134,21,12,0,0,0,0,0,0],[135,21,12,1,0,0,0,0,0],[136,21,12,0,0,0,0,3670.8720703125,334.049407958984],[137,21,12,1,0,0,0,6473.68310546875,3332.40893554688],[138,21,8,1,0,0,1,989.267822265625,3695.89697265625],[139,21,9,1,0,0,1,6416.47021484375,5749.3310546875],[140,21,14,1,0,0,0,0,0],[141,21,7,0,1,0,1,0,0],[142,21,11,1,0,0,1,0,0],[143,21,9,1,0,0,1,591.499084472656,0],[144,21,7,1,0,0,1,33799.94921875,0],[145,21,10,1,0,0,1,6661.06298828125,1162.36206054688],[146,21,9,0,0,0,1,2988.412109375,1577.1669921875],[147,21,8,1,0,0,1,39570.6796875,6608.30419921875],[148,21,11,0,1,0,1,2992.53393554688,8920.470703125],[149,21,9,1,0,0,1,31886.4296875,12357.2197265625],[150,22,9,0,1,0,1,0,0],[151,22,9,1,0,0,1,0,0],[152,22,16,1,0,0,0,0,0],[153,22,11,0,0,0,1,0,0],[154,22,12,1,0,0,0,0,0],[155,22,11,1,0,0,1,0,0],[156,22,12,1,0,0,0,5605.85205078125,936.177307128906],[157,22,9,1,0,0,1,2192.876953125,3836.98608398438],[158,22,10,1,0,1,1,1468.34802246094,5588.6640625],[159,22,12,0,1,1,0,492.230499267578,7055.7021484375],[160,22,12,0,0,0,0,6759.994140625,8455.50390625],[161,22,9,1,0,0,1,0,0],[162,22,8,0,1,0,1,0,0],[163,22,11,1,0,1,1,0,0],[164,22,9,1,0,0,1,0,0],[165,22,11,1,0,0,1,0,0],[166,22,10,1,0,0,1,0,0],[167,22,8,1,0,0,1,0,0],[168,22,12,1,0,0,0,0,0],[169,22,10,1,0,0,1,0,0],[170,22,9,1,0,0,1,0,506.407592773438],[171,22,11,1,0,0,1,7914.130859375,1321.66003417969],[172,22,12,1,0,0,0,4380.01708984375,2003.68005371094],[173,22,10,1,0,0,1,0,2174.955078125],[174,22,11,1,0,0,1,8810.0673828125,6974.48388671875],[175,22,10,0,0,0,1,27864.359375,10598.669921875],[176,22,10,0,0,1,1,25720.919921875,23031.98046875],[177,23,12,1,0,0,0,0,0],[178,23,10,1,0,0,1,0,0],[179,23,11,1,0,0,1,0,0],[180,23,12,1,0,1,0,0,0],[181,23,12,1,0,0,0,0,0],[182,23,7,0,0,0,1,0,0],[183,23,8,0,1,0,1,0,0],[184,23,12,1,0,0,0,5506.30810546875,501.074096679688],[185,23,10,1,0,1,1,0,936.438598632812],[186,23,12,0,1,0,0,9385.740234375,1117.43896484375],[187,23,8,0,0,1,1,0,1713.15002441406],[188,23,12,1,0,0,0,6269.3408203125,3039.9599609375],[189,23,10,1,0,0,1,0,0],[190,23,10,1,0,0,1,0,0],[191,23,11,1,0,0,1,0,0],[192,23,11,1,0,0,1,0,0],[193,23,10,1,0,1,1,0,0],[194,23,11,1,0,0,1,0,0],[195,23,10,1,0,0,1,0,0],[196,23,11,1,0,0,1,0,0],[197,23,10,1,0,0,1,0,0],[198,23,8,1,0,0,1,0,0],[199,23,11,1,0,0,1,6382.30908203125,580.790100097656],[200,23,11,1,0,0,1,0,1896.02294921875],[201,23,8,1,0,0,1,7724.283203125,3403.05590820312],[202,23,11,1,0,0,1,7617.36181640625,5716.4072265625],[203,23,12,0,1,0,0,5721.69580078125,8960.68359375],[204,24,11,1,0,0,1,0,0],[205,24,11,1,0,0,1,0,0],[206,24,10,1,0,0,1,0,0],[207,24,10,1,0,0,1,0,0],[208,24,11,1,0,1,1,824.388610839844,1666.11303710938],[209,24,9,1,0,0,1,9154.7001953125,2288.67504882812],[210,24,10,1,0,0,1,4250.40185546875,2421.94702148438],[211,24,12,1,0,0,0,13765.75,2842.76391601562],[212,24,10,1,0,1,1,11703.2001953125,4078.15209960938],[213,24,8,0,0,0,1,0,0],[214,24,4,0,1,0,1,0,0],[215,24,10,1,0,0,1,0,0],[216,24,11,1,0,0,1,0,0],[217,24,12,0,0,0,0,0,0],[218,24,11,1,0,0,1,0,0],[219,24,10,1,0,0,1,0,0],[220,24,12,1,0,0,0,0,0],[221,24,7,1,0,0,1,0,0],[222,24,7,1,0,0,1,0,0],[223,24,10,1,0,0,1,0,0],[224,24,9,1,0,0,1,2788.498046875,0],[225,24,12,1,0,0,0,0,159.884704589844],[226,24,11,1,0,0,1,0,1327.99304199219],[227,24,11,0,0,0,1,2669.72509765625,1468.38305664062],[228,25,11,1,0,0,1,0,0],[229,25,11,1,0,1,1,0,0],[230,25,12,1,0,0,0,0,0],[231,25,5,1,0,0,1,0,0],[232,25,11,1,0,1,1,0,0],[233,25,5,1,0,0,1,0,0],[234,25,12,1,0,0,0,0,0],[235,25,12,1,0,0,0,0,0],[236,25,11,0,0,0,1,0,0],[237,25,12,1,0,0,0,0,0],[238,25,8,1,0,0,1,0,0],[239,25,11,1,0,0,1,0,0],[240,25,12,0,0,0,0,0,0],[241,25,10,1,0,0,1,0,0],[242,25,11,1,0,0,1,0,0],[243,25,12,1,0,0,0,14426.7900390625,2409.27392578125],[244,25,13,1,0,0,0,12362.9296875,3090.73193359375],[245,25,14,1,0,1,0,35040.0703125,11536.5703125],[246,25,11,1,0,0,1,0,0],[247,25,8,1,0,0,1,0,0],[248,25,11,1,0,0,1,0,0],[249,25,10,1,0,0,1,0,0],[250,25,9,0,1,0,1,0,0],[251,25,10,1,0,0,1,0,0],[252,25,10,1,0,0,1,0,0],[253,25,12,1,0,0,0,0,0],[254,25,11,0,1,1,1,0,0],[255,25,11,1,0,1,1,0,0],[256,25,10,1,0,1,1,0,0],[257,25,11,1,0,0,1,0,0],[258,25,12,1,0,0,0,0,0],[259,25,9,1,0,1,1,0,0],[260,25,10,1,0,0,1,0,0],[261,25,10,1,0,1,1,0,0],[262,25,12,1,0,1,0,0,0],[263,25,10,1,0,1,1,0,0],[264,25,11,1,0,0,1,5281.2451171875,0],[265,25,11,1,0,0,1,15209.990234375,3072.72607421875],[266,25,10,1,0,1,1,13519.9697265625,9319.4443359375],[267,25,9,1,0,1,1,24731.619140625,16946.630859375],[268,26,12,1,0,0,0,0,0],[269,26,11,1,0,0,1,0,0],[270,26,10,1,0,0,1,0,0],[271,26,10,1,0,1,1,2027.9990234375,0],[272,26,11,1,0,1,1,0,1392.85302734375],[273,26,11,0,0,0,1,0,2226.26611328125],[274,26,11,1,0,1,1,0,2754.64599609375],[275,26,12,1,0,1,0,8408.76171875,5794.8310546875],[276,26,10,1,0,0,1,25929.6796875,6788.9580078125],[277,26,12,0,0,0,0,0,0],[278,26,12,1,0,1,0,0,0],[279,26,11,1,0,0,1,0,0],[280,26,10,1,0,0,1,0,0],[281,26,5,1,0,0,1,0,0],[282,26,10,1,0,0,1,0,0],[283,26,6,1,0,0,1,0,0],[284,26,12,1,0,0,0,0,0],[285,26,10,1,0,1,1,6140.3671875,558.773376464844],[286,26,11,1,0,0,1,4699.962890625,1174.99096679688],[287,26,11,1,0,1,1,0,4184.73193359375],[288,26,8,1,0,0,1,1126.2900390625,5562.59814453125],[289,27,11,1,0,0,1,0,0],[290,27,10,1,0,1,1,0,0],[291,27,13,1,0,0,0,0,0],[292,27,10,0,1,0,1,0,0],[293,27,11,1,0,0,1,0,0],[294,27,11,1,0,0,1,0,0],[295,27,9,1,0,0,1,0,0],[296,27,13,1,0,0,0,0,0],[297,27,8,1,0,0,1,0,0],[298,27,13,1,0,0,0,0,0],[299,27,12,1,0,1,0,3670.8720703125,334.049285888672],[300,27,12,1,0,0,0,2143.4130859375,357.949890136719],[301,27,13,0,0,1,0,9381.56640625,853.722473144531],[302,27,9,1,0,1,1,0,934.445373535156],[303,27,11,1,0,0,1,2206.93994140625,2666.27392578125],[304,27,10,1,0,0,1,1001.14599609375,3550.07495117188],[305,27,7,1,0,1,1,0,0],[306,27,8,1,0,0,1,0,0],[307,27,10,1,0,0,1,0,0],[308,27,11,1,0,0,1,0,0],[309,27,13,1,0,0,0,0,0],[310,27,10,1,0,0,1,0,0],[311,27,12,0,0,0,0,0,0],[312,27,13,0,0,0,0,5214.30615234375,474.501800537109],[313,27,12,1,0,1,0,0,752.390075683594],[314,27,11,1,0,0,1,3065.19409179688,766.298583984375],[315,27,11,1,0,1,1,0,4491.8837890625],[316,28,8,1,0,0,1,0,0],[317,28,9,1,0,0,1,0,0],[318,28,15,1,0,0,0,0,0],[319,28,11,1,0,0,1,0,1284.07897949219],[320,28,10,1,0,0,1,0,2836.50610351562],[321,28,11,1,0,0,1,1929.02905273438,6871.85595703125],[322,28,9,1,0,0,1,0,0],[323,28,11,1,0,0,1,0,0],[324,28,12,1,0,1,0,0,0],[325,28,8,0,0,0,1,0,0],[326,28,13,1,0,0,0,0,0],[327,28,11,0,1,1,1,3472.94799804688,0],[328,28,10,1,0,0,1,1471.29296875,367.823394775391],[329,28,12,0,0,0,0,0,803.343017578125],[330,28,11,1,0,0,1,2431.94897460938,863.4794921875],[331,28,11,1,0,1,1,8593.1630859375,5393.89501953125],[332,28,12,1,0,1,0,10585.1298828125,5551.4560546875],[333,28,10,1,0,1,1,8293.3447265625,6449.47998046875],[334,28,9,1,0,1,1,10222.41015625,9210.447265625],[335,28,11,1,0,1,1,824.388916015625,10033.91015625],[336,28,11,1,0,0,1,17491.44921875,13371.25],[337,29,11,1,0,1,1,0,0],[338,29,8,1,0,0,1,0,0],[339,29,4,1,0,0,1,0,0],[340,29,13,1,0,0,0,0,0],[341,29,14,1,0,0,0,0,679.673400878906],[342,29,12,1,0,0,0,10881.9404296875,1817.28405761719],[343,29,10,1,0,0,1,0,4398.9501953125],[344,29,12,1,0,0,0,9748.38671875,4878.93701171875],[345,29,10,0,1,0,1,0,8853.673828125],[346,29,11,1,0,0,1,0,0],[347,29,8,1,0,0,1,0,0],[348,29,12,1,0,0,0,0,0],[349,29,11,1,0,1,1,0,0],[350,29,11,1,0,1,1,0,0],[351,29,9,1,0,0,1,0,1203.82397460938],[352,29,12,1,0,0,0,22859.439453125,2080.208984375],[353,29,13,1,0,0,0,718.249206542969,2265.5791015625],[354,29,9,1,0,0,1,9268.943359375,9160.693359375],[355,29,9,0,1,0,1,9594.3076171875,16341.16015625],[356,30,12,1,0,0,0,0,0],[357,30,11,1,0,1,1,0,0],[358,30,11,1,0,0,1,0,0],[359,30,12,1,0,0,0,0,0],[360,30,14,1,0,1,0,0,0],[361,30,8,1,0,0,1,0,1706.65698242188],[362,30,11,1,0,1,1,0,9311.9384765625],[363,31,11,1,0,1,1,0,0],[364,31,11,1,0,1,1,0,0],[365,31,9,0,1,0,1,0,0],[366,31,9,1,0,0,1,0,1698.60705566406],[367,31,12,0,0,0,0,0,2611.21801757812],[368,31,4,1,0,0,1,8517.5888671875,4023.2109375],[369,31,9,1,0,0,1,10717.0302734375,5517.8408203125],[370,31,10,1,0,0,1,0,0],[371,31,12,1,0,0,0,0,0],[372,31,10,1,0,0,1,0,0],[373,31,10,1,0,1,1,0,0],[374,31,12,0,0,0,0,0,494.643005371094],[375,31,10,1,0,0,1,0,520.4462890625],[376,31,11,1,0,0,1,17711.880859375,1726.44494628906],[377,31,12,1,0,0,0,0,5613.9091796875],[378,32,11,1,0,0,1,0,0],[379,32,8,1,0,0,1,0,0],[380,32,12,0,1,1,0,0,0],[381,32,11,1,0,0,1,0,0],[382,32,10,1,0,0,1,0,0],[383,33,8,1,0,0,1,0,0],[384,33,12,0,0,1,0,0,0],[385,33,11,1,0,0,1,0,7867.916015625],[386,33,12,1,0,1,0,20279.94921875,10941.349609375],[387,33,11,1,0,1,1,14660.7099609375,25142.240234375],[388,33,12,1,0,0,0,0,0],[389,33,11,1,0,0,1,0,0],[390,33,5,0,1,0,1,0,0],[391,33,9,0,1,1,1,0,0],[392,33,11,1,0,0,1,10523.830078125,2899.82006835938],[393,34,11,1,0,1,1,0,0],[394,34,12,1,0,0,0,0,0],[395,34,10,1,0,1,1,0,0],[396,34,10,1,0,0,1,0,0],[397,34,11,1,0,0,1,0,0],[398,34,13,1,0,1,0,0,0],[399,35,10,1,0,0,1,0,0],[400,35,9,1,0,1,1,13602.4296875,13830.6396484375],[401,35,8,1,0,1,1,13732.0703125,17976.150390625],[402,35,10,1,0,0,1,0,0],[403,35,11,1,0,0,1,0,0],[404,36,10,1,0,0,1,0,0],[405,36,10,1,0,0,1,0,0],[406,36,12,1,0,0,0,0,142.39729309082],[407,36,11,0,1,0,1,5443.73388671875,3063.8779296875],[408,37,11,1,0,1,1,0,0],[409,37,9,1,0,0,1,0,0],[410,38,9,0,0,0,1,0,0],[411,38,12,0,0,0,0,0,0],[412,38,11,1,0,0,1,0,0],[413,38,8,1,0,0,1,0,0],[414,38,10,1,0,0,1,0,0],[415,38,10,1,0,0,1,0,0],[416,39,9,1,0,0,1,0,0],[417,39,12,1,0,1,0,0,0],[418,39,6,1,0,0,1,0,0],[419,39,11,1,0,0,1,0,83.6896362304688],[420,39,12,1,0,1,0,19785.3203125,6608.13720703125],[421,40,12,1,0,0,0,0,0],[422,40,11,1,0,0,1,0,0],[423,41,14,0,0,0,0,0,0],[424,41,4,1,0,1,1,0,0],[425,42,14,1,0,0,0,0,0],[426,42,14,1,0,1,0,0,0],[427,42,12,1,0,0,0,0,0],[428,42,9,1,0,1,1,0,3058.53100585938],[429,42,10,1,0,0,1,0,0],[430,43,9,1,0,0,1,0,0],[431,43,10,1,0,0,1,2502.86791992188,4128.44287109375],[432,44,11,1,0,0,1,0,0],[433,44,9,1,0,0,1,0,0],[434,44,11,1,0,0,1,0,0],[435,44,9,1,0,1,1,12260.7802734375,10857.240234375],[436,45,5,1,0,1,1,0,0],[437,45,11,1,0,0,1,0,0],[438,45,9,1,0,0,1,0,0],[439,46,8,1,0,1,1,0,0],[440,46,13,1,0,0,0,0,0],[441,46,8,1,0,0,1,3165.65795898438,2594.72290039062],[442,48,4,1,0,0,1,0,0],[443,50,10,0,1,0,1,0,0],[444,54,11,1,0,0,1,0,0],[445,55,3,1,0,0,1,0,0]]} diff --git a/tests/fixtures/r/data_lalonde60.json b/tests/fixtures/r/data_lalonde60.json new file mode 100644 index 0000000..f870382 --- /dev/null +++ b/tests/fixtures/r/data_lalonde60.json @@ -0,0 +1 @@ +{"columns":["Index","Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"rows":[[1,17,10,1,0,0,1,0,0],[2,17,9,1,0,0,1,0,0],[3,17,10,1,0,0,1,0,0],[4,17,9,1,0,0,1,0,0],[5,17,8,1,0,0,1,0,0],[6,17,10,1,0,0,1,0,0],[7,17,11,1,0,0,1,989.267822265625,165.207702636719],[8,18,8,0,1,1,1,0,0],[9,18,11,0,0,0,1,3678.23095703125,919.557922363281],[10,18,7,1,0,0,1,0,0],[11,18,11,1,0,0,1,0,0],[12,18,12,1,0,0,0,0,1405.51196289062],[13,19,8,1,0,0,1,0,2657.05688476562],[14,19,10,1,0,0,1,4121.94921875,6056.75390625],[15,19,6,0,1,0,1,0,0],[16,19,11,1,0,0,1,0,0],[17,20,12,1,0,0,0,0,0],[18,20,6,1,0,0,1,6006.87890625,2850.61010742188],[19,21,13,1,0,0,0,0,0],[20,21,12,1,0,0,0,6473.68310546875,3332.40893554688],[21,22,12,1,0,0,0,0,0],[22,22,12,0,1,1,0,492.230499267578,7055.7021484375],[23,22,8,1,0,0,1,0,0],[24,23,10,1,0,0,1,0,0],[25,23,11,1,0,0,1,0,0],[26,23,11,1,0,0,1,7617.36181640625,5716.4072265625],[27,24,11,1,0,0,1,0,0],[28,24,9,1,0,0,1,9154.7001953125,2288.67504882812],[29,24,12,0,0,0,0,0,0],[30,24,11,0,0,0,1,2669.72509765625,1468.38305664062],[31,25,12,0,0,0,0,0,0],[32,25,13,1,0,0,0,12362.9296875,3090.73193359375],[33,25,14,1,0,1,0,35040.0703125,11536.5703125],[34,25,11,1,0,0,1,0,0],[35,25,12,1,0,0,0,0,0],[36,26,10,1,0,0,1,25929.6796875,6788.9580078125],[37,26,8,1,0,0,1,1126.2900390625,5562.59814453125],[38,27,13,1,0,0,0,0,0],[39,27,12,1,0,1,0,3670.8720703125,334.049285888672],[40,27,12,1,0,0,0,2143.4130859375,357.949890136719],[41,27,12,1,0,1,0,0,752.390075683594],[42,27,11,1,0,1,1,0,4491.8837890625],[43,28,8,1,0,0,1,0,0],[44,28,9,1,0,0,1,0,0],[45,28,12,0,0,0,0,0,803.343017578125],[46,29,11,1,0,0,1,0,0],[47,29,9,1,0,0,1,0,1203.82397460938],[48,29,12,1,0,0,0,22859.439453125,2080.208984375],[49,29,9,1,0,0,1,9268.943359375,9160.693359375],[50,29,9,0,1,0,1,9594.3076171875,16341.16015625],[51,33,11,1,0,0,1,10523.830078125,2899.82006835938],[52,34,13,1,0,1,0,0,0],[53,36,10,1,0,0,1,0,0],[54,42,12,1,0,0,0,0,0],[55,43,9,1,0,0,1,0,0],[56,43,10,1,0,0,1,2502.86791992188,4128.44287109375],[57,44,11,1,0,0,1,0,0],[58,45,5,1,0,1,1,0,0],[59,46,8,1,0,1,1,0,0],[60,48,4,1,0,0,1,0,0]]} diff --git a/tests/fixtures/r/ess_model.json b/tests/fixtures/r/ess_model.json new file mode 100644 index 0000000..6ee535f --- /dev/null +++ b/tests/fixtures/r/ess_model.json @@ -0,0 +1 @@ +{"x_cov":[[-1.32196275482068,1.74758552513307],[-0.0639477659037993,0.00408931676408712],[-1.01787433739432,1.03606816672593],[-0.841590006399378,0.708273738871305],[-0.750150345844417,0.562725541370499],[-0.954010948992181,0.910136890796961],[-0.662347457886932,0.438704154969281],[-2.40184261656564,5.76884795475086],[-0.231305643888831,0.0535023008948266],[-0.0373392073096822,0.00139421640251542],[0.3521772297678,0.124028801166922],[0.668504972590756,0.446898898378568],[0.671320782223097,0.45067159264463],[-0.74862079865448,0.560433100178072],[1.10594483162707,1.22311397060263],[1.56903816861008,2.46188077455528],[-0.643302653003163,0.413838303360908],[1.0380394006256,1.07752579725115],[-1.44000365683729,2.07361053170476],[0.954808564979698,0.911659395758591],[0.671069108343682,0.450333748173184],[-1.86943825345675,3.49479938348742],[-0.927685749815123,0.860600850410047],[0.106332002915878,0.0113064948441022]],"assign":[[2,1,2,2,2],[2,1,1,1,1],[2,2,1,1,1],[2,2,2,2,2],[2,2,1,2,2],[2,1,2,1,2],[1,2,2,1,1],[2,1,1,2,2],[1,1,2,2,2],[1,2,2,1,2],[2,1,1,1,1],[2,1,2,2,2],[2,2,1,2,1],[1,1,2,1,1],[1,2,2,2,2],[1,2,1,1,1],[2,2,1,2,1],[2,2,1,2,2],[1,1,1,1,1],[1,2,2,1,1],[1,1,2,1,2],[1,2,2,1,1],[1,1,1,2,1],[1,1,1,2,2]],"y_mat":[[3.69254064317115,4.03941553715997],[4.20777174111018,7.15969242067638],[5.63703120685002,6.12338044879831],[2.60719899840317,5.88375817224425],[3.67584675070355,4.93947003515989],[5.73665909468632,4.6447723685446],[3.33318147714429,3.99410089171328],[3.51599791561606,4.26885116642551],[3.71048692065712,5.13025752306284],[4.72673382352761,5.00418858761675],[3.45913792137822,7.23905893234884],[5.30523602010521,6.84137099285645],[5.79728186002864,7.4160385561473],[4.30383805173747,6.32147299298954],[5.21057057297774,6.63389681147887],[7.64727138267083,5.82604578649062],[4.91620423941218,5.64259541502707],[4.76391373104101,8.15405357188442],[2.39239468219317,3.01286465414338],[7.90566875056438,5.5361342564968],[5.44526671460919,7.19887988925104],[2.40964156970288,3.54807106736632],[4.40979839084316,4.15522245824064],[3.7590274931814,6.08760007059832]],"contrast":[1,-1],"result":[24,13.8580672770605,15.4729944546276,14.2291194113304,17.1416972905333]} diff --git a/tests/fixtures/r/ess_model_unequal.json b/tests/fixtures/r/ess_model_unequal.json new file mode 100644 index 0000000..c41addf --- /dev/null +++ b/tests/fixtures/r/ess_model_unequal.json @@ -0,0 +1 @@ +{"x_cov":[[-1.32196275482068,1.74758552513307],[-0.0639477659037993,0.00408931676408712],[-1.01787433739432,1.03606816672593],[-0.841590006399378,0.708273738871305],[-0.750150345844417,0.562725541370499],[-0.954010948992181,0.910136890796961],[-0.662347457886932,0.438704154969281],[-2.40184261656564,5.76884795475086],[-0.231305643888831,0.0535023008948266],[-0.0373392073096822,0.00139421640251542],[0.3521772297678,0.124028801166922],[0.668504972590756,0.446898898378568],[0.671320782223097,0.45067159264463],[-0.74862079865448,0.560433100178072],[1.10594483162707,1.22311397060263],[1.56903816861008,2.46188077455528],[-0.643302653003163,0.413838303360908],[1.0380394006256,1.07752579725115],[-1.44000365683729,2.07361053170476],[0.954808564979698,0.911659395758591],[0.671069108343682,0.450333748173184],[-1.86943825345675,3.49479938348742],[-0.927685749815123,0.860600850410047],[0.106332002915878,0.0113064948441022]],"assign":[[1,2,2,2,2],[2,2,2,2,1],[1,1,2,1,2],[2,2,2,1,2],[1,1,2,1,1],[1,2,1,2,2],[2,1,2,2,1],[1,1,2,1,2],[1,2,1,1,1],[2,2,1,2,2],[2,2,1,2,1],[2,1,1,2,1],[2,1,2,2,2],[2,2,2,2,2],[1,2,1,1,2],[1,1,1,1,1],[2,1,1,2,1],[2,2,2,2,1],[1,2,2,2,2],[2,1,1,2,2],[2,2,2,2,1],[1,2,1,1,2],[2,2,2,1,2],[2,1,2,1,2]],"y_mat":[[3.69254064317115,4.03941553715997],[4.20777174111018,7.15969242067638],[5.63703120685002,6.12338044879831],[2.60719899840317,5.88375817224425],[3.67584675070355,4.93947003515989],[5.73665909468632,4.6447723685446],[3.33318147714429,3.99410089171328],[3.51599791561606,4.26885116642551],[3.71048692065712,5.13025752306284],[4.72673382352761,5.00418858761675],[3.45913792137822,7.23905893234884],[5.30523602010521,6.84137099285645],[5.79728186002864,7.4160385561473],[4.30383805173747,6.32147299298954],[5.21057057297774,6.63389681147887],[7.64727138267083,5.82604578649062],[4.91620423941218,5.64259541502707],[4.76391373104101,8.15405357188442],[2.39239468219317,3.01286465414338],[7.90566875056438,5.5361342564968],[5.44526671460919,7.19887988925104],[2.40964156970288,3.54807106736632],[4.40979839084316,4.15522245824064],[3.7590274931814,6.08760007059832]],"contrast":[1,-1],"result":[8.01458073728666,24,15.1588633973894,19.1365032306347,16.297506866794]} diff --git a/tests/fixtures/r/ess_rand.json b/tests/fixtures/r/ess_rand.json new file mode 100644 index 0000000..549a081 --- /dev/null +++ b/tests/fixtures/r/ess_rand.json @@ -0,0 +1 @@ +{"assign":[[[2,2,2,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2,1,1,1,1,1,1],[1,1,2,2,2,1,2,1,1,2,1,1,2,1,2,2,2,2,1,2,1,2,1,1],[1,2,1,2,2,1,1,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,2,1],[2,1,2,1,1,1,1,2,2,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2],[2,2,1,1,2,2,1,1,1,1,1,2,1,1,2,1,2,2,2,2,2,1,1,2],[1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,1,1,2,1,2,2],[1,2,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2],[2,1,2,2,1,1,2,1,2,1,2,1,2,1,1,1,2,1,2,2,1,1,2,2],[1,2,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1],[2,1,1,2,1,1,2,2,1,1,2,1,2,1,1,2,2,1,2,2,2,2,1,1],[2,2,1,1,2,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,1,2,2,2],[1,2,1,1,2,1,1,2,1,2,1,2,2,2,2,1,1,1,2,2,2,1,2,1],[1,1,2,1,2,2,1,2,1,2,1,2,2,1,2,2,2,1,2,1,1,1,2,1],[1,1,2,2,2,2,1,1,2,2,1,1,1,1,1,2,1,2,1,1,2,2,2,2],[2,2,2,1,2,2,1,1,2,1,1,2,1,2,2,1,2,1,1,1,1,2,2,1],[1,1,2,2,1,2,2,2,2,1,1,1,1,2,1,2,1,2,2,2,1,1,2,1],[1,1,2,2,1,1,1,1,2,2,2,1,1,2,2,2,2,1,2,2,1,1,1,2],[2,2,1,2,1,1,2,1,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1,2],[2,1,1,1,2,1,1,2,1,1,2,1,2,2,1,1,2,2,1,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,1,2,1,1,1,2,2,2,1],[1,1,1,1,2,2,2,1,2,2,2,1,2,1,1,1,1,2,1,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,2,1,2,1,2],[2,1,2,2,2,2,2,2,2,1,2,1,1,1,1,1,2,1,1,2,2,1,1,1],[2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,1,2,1,1,2,1,1,1],[2,2,1,1,1,2,1,2,1,2,1,2,2,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,1,2,2,2,2,2,1,2],[1,2,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2,1,1,2,1,1,1,2],[1,1,2,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,2,2,2,1,1,1],[2,1,2,1,2,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,2],[1,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,1,2,1,1,2,2,2],[1,1,2,2,1,1,2,2,2,1,2,2,1,1,2,1,1,1,2,1,2,1,2,2],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,1,2,1,1,1,1,2,2,1],[1,2,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2],[1,2,2,2,2,1,1,2,1,2,1,2,1,2,2,2,2,1,1,1,2,1,1,1],[2,1,1,2,2,1,2,2,1,1,1,1,2,2,2,1,1,2,1,2,1,2,2,1],[1,2,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,2,1,1,2,1],[1,2,1,2,1,2,1,2,2,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1],[1,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,2,2,2,1,1,2],[2,1,2,1,2,1,1,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1],[2,1,2,2,1,1,1,2,1,1,1,1,2,2,1,2,1,1,2,2,1,2,2,2],[2,1,1,2,2,2,1,1,2,2,2,2,1,1,2,1,1,1,1,1,2,2,1,2],[1,1,1,2,2,1,1,1,1,2,1,2,2,2,1,2,2,2,1,2,1,2,1,2],[2,2,1,2,1,2,1,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,2],[2,1,2,1,1,1,1,1,1,1,2,2,1,1,2,2,2,2,2,2,2,1,2,1],[2,2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,2,2,1,1,1,1],[2,1,1,2,2,2,2,2,1,1,1,2,1,1,1,1,1,2,2,2,2,1,1,2],[1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,2,2,1],[1,1,2,1,1,2,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,2,2,2],[2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,1,2,1,2,1,2,1],[1,1,2,1,2,1,1,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,2],[1,1,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,2,1,2,2,2],[1,2,1,2,2,1,2,2,1,2,1,1,1,1,2,1,2,1,2,1,2,2,2,1],[2,2,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,1,1,1,2,2,2,2],[1,2,2,2,1,2,2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,1,1,1],[2,1,2,2,2,2,1,1,2,2,2,2,1,1,1,1,1,1,2,1,2,2,1,1],[1,1,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,2,1,1],[2,2,1,2,2,2,1,2,2,1,1,1,2,1,1,1,2,1,1,2,1,2,2,1],[2,1,1,2,1,1,2,2,2,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,1,1,2,1,1,1,2,2,1,2,1,1,1,2,1,2,1,1,2,2,2,2,2],[1,1,1,2,1,2,2,2,1,2,2,1,1,1,1,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,1,1,2,2,1,2,1,1,1,2,2,2,1,2,1,1,2],[2,2,1,1,2,2,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,2,1,1],[2,2,2,2,2,2,1,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,2,1],[2,1,2,1,1,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1,1,2,1,2,1],[1,1,1,1,2,2,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,1],[2,1,1,2,1,1,2,2,2,1,1,1,1,2,1,1,1,2,2,2,2,1,2,2],[1,1,2,2,1,2,1,1,1,2,2,2,1,1,1,2,1,1,2,2,2,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,2,1,1,1,2,2,1,2,2,1,2,2,1],[2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,2,1,1,1,1,2,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1],[1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,1,1,2,1,2,1,1,2,2],[1,1,1,1,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,2,2,1,1],[2,2,1,1,2,2,1,2,1,2,1,2,2,1,2,1,1,2,1,2,1,1,1,2],[2,2,2,1,2,2,1,2,1,2,1,1,1,2,1,2,1,1,2,2,2,1,1,1],[2,1,1,1,1,2,2,2,2,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1],[2,2,2,2,2,1,1,1,1,1,1,2,2,1,1,2,1,2,1,1,2,1,2,2],[1,2,2,2,1,1,2,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,1,2,1,2,2,1,1,1,2],[1,1,2,2,1,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,2,2,2,1],[2,1,2,2,2,2,1,2,1,1,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,1,2,1,2,2,2,2,1,1,1,1,2,1,2,1,2,1,2,2,2,1,2,1],[2,2,1,1,1,2,1,1,2,2,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,1,2,2,1,2,2,2,2,2,2,1,1,1,1,2,1,1,1,2,2,1,2,1],[1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,2,1,2,2,2,2,2,1,1],[2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,1,2,2],[2,1,2,1,2,1,2,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1,1],[2,1,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,1,1,1,1,2,2,1,2,1,1,1,2,1,2,2,2,2,1,1,2,2],[2,1,1,1,1,1,1,2,2,1,2,1,1,1,2,2,2,2,2,1,2,2,2,1],[1,2,2,1,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2],[2,1,2,1,1,1,2,1,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1,2],[2,2,2,1,1,2,2,1,1,1,2,1,2,1,1,1,1,2,2,2,2,1,1,2],[1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2],[2,2,1,1,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2],[1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,1,1,2,2,2,2,1,2,2],[2,1,1,2,2,1,2,1,1,2,2,2,1,2,2,1,1,2,1,2,2,1,1,1],[2,2,1,1,2,2,1,1,2,2,1,2,1,1,2,1,1,1,1,1,2,2,2,2],[2,2,2,2,2,1,2,1,1,1,1,1,2,1,1,2,1,2,1,2,1,1,2,2],[1,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,1,2,2,1,2,2,1,2],[2,1,1,2,2,1,1,1,1,2,2,1,2,2,1,1,1,2,2,2,1,1,2,2],[2,2,2,1,2,1,2,2,1,1,2,1,1,2,2,2,1,1,2,1,1,1,1,2],[2,1,1,2,2,1,1,2,1,1,2,1,2,2,1,2,1,1,2,1,1,2,2,2],[2,2,1,1,2,1,2,2,2,2,2,2,1,1,1,1,2,1,1,1,2,2,1,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,2,2,1],[1,1,2,2,1,1,1,2,2,2,2,1,2,1,1,2,2,2,1,1,2,2,1,1],[2,2,2,2,1,2,1,1,1,2,1,1,2,2,2,1,1,1,2,1,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,2,2,1],[2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,2,1,2,1],[1,1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,2,2,1,1,2,2,1,1],[2,2,2,2,1,2,2,2,2,2,1,2,1,1,1,1,1,2,1,1,2,1,1,1],[1,1,1,2,2,1,2,2,1,2,2,2,2,1,1,1,1,1,2,2,2,2,1,1],[2,2,1,1,1,1,2,2,1,2,1,1,1,2,2,2,2,2,2,1,1,1,1,2],[1,1,1,2,1,1,2,2,1,2,2,1,1,2,1,2,1,2,2,1,2,2,2,1],[1,2,1,2,1,1,2,1,2,1,2,2,1,2,2,2,2,1,1,2,1,1,2,1],[2,1,2,1,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,2,1,1,2],[1,1,1,1,2,1,2,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2],[1,1,2,1,1,2,2,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,1,1,1,2,2,1,1,2,1,2,2,2,1],[1,1,2,1,1,1,1,1,2,2,1,1,2,2,2,2,2,2,1,1,2,2,2,1],[2,1,1,2,2,1,1,2,2,2,2,2,1,1,1,1,1,1,2,2,2,1,2,1],[2,1,1,1,1,2,1,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,2,2],[2,1,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2,1,1,1],[2,1,2,1,2,1,2,2,1,1,1,1,2,1,1,1,2,2,2,2,2,1,2,1],[1,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,2,1,2,2,1,1],[2,2,1,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,2,1,1,1,2,1,2,2,2,2],[1,1,2,2,1,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2],[1,1,1,1,1,1,2,2,1,2,2,2,1,1,2,1,1,2,2,1,2,2,2,2],[2,2,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,2,2,2,1],[2,2,2,1,1,2,2,1,1,2,2,1,2,1,1,2,2,1,1,2,2,1,1,1],[1,1,1,1,2,2,2,2,1,1,2,1,1,2,1,1,2,2,2,2,2,2,1,1],[1,1,2,2,1,2,1,2,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,1],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,1,1,2,2,2,1],[2,1,2,1,1,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2,1,2,2],[1,2,1,2,1,1,2,2,2,1,2,1,1,1,2,2,2,1,2,1,2,2,1,1],[1,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,2,1,2,1,1,1],[1,1,2,1,2,1,2,1,2,2,2,1,2,2,2,1,1,2,1,1,2,1,2,1],[2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,1,1,2,2,1,1,2],[2,1,2,2,1,1,2,1,1,1,1,1,1,2,2,1,2,2,2,1,1,2,2,2],[1,2,1,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,1,2,2,2,1,1],[1,2,2,1,2,2,2,2,2,1,1,1,1,2,1,1,1,2,2,1,2,1,1,2],[1,1,1,2,2,1,2,2,2,1,1,1,1,1,1,2,2,2,2,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,2,2,2,2,2,1,1,1,1,1,1,2,2,2],[1,2,2,1,2,1,1,2,1,2,2,1,1,2,1,2,1,2,2,2,1,1,2,1],[2,2,1,2,1,1,1,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,1,2,2,2,2,1,2,1,1,1,1],[2,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1,1,2,1,1,2,2,1,2],[1,2,2,1,1,2,2,2,1,1,2,2,1,1,1,2,2,1,2,2,1,1,2,1],[1,1,1,2,1,1,2,1,2,1,2,2,1,2,1,1,2,2,1,2,2,2,1,2],[2,1,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1,1,1,1,1,2],[2,2,2,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,1,1,1,1,1,1],[2,1,1,2,2,1,2,2,1,2,2,2,1,2,1,2,1,1,2,1,1,1,1,2],[1,1,1,2,1,2,2,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1],[1,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,1,2,1,1,2,2,1,2,2,2,2,1,2,1,2,1,2,1],[1,1,1,2,2,1,2,2,1,1,2,1,1,2,2,1,2,2,1,1,2,1,2,2],[2,1,2,2,1,2,2,1,2,2,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,2,1,2,1],[1,1,2,1,2,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,2,2,1],[1,1,2,1,1,2,2,1,2,2,2,2,1,2,1,1,2,2,1,2,1,2,1,1],[1,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2],[2,2,2,1,1,1,2,2,2,1,1,1,2,1,1,2,1,2,2,2,1,2,1,1],[2,1,2,1,1,1,1,2,2,2,2,2,1,1,1,2,2,2,2,1,1,2,1,1],[2,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,1,1,2,1,2],[2,2,1,2,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,1,1],[2,2,1,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1,1,2,1],[1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,1,1,1],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2,2,2,2,2,1,1,2,1],[2,1,1,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,2,1,2,1,2],[2,1,2,2,2,1,1,2,2,2,1,1,2,1,1,1,1,2,1,2,1,2,1,2],[2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,2,1,2,1,1,1,1,1],[2,2,1,2,1,1,2,1,1,2,2,1,1,2,1,2,2,1,1,2,1,1,2,2],[1,1,1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,2,1,2,1,2,2,1,1,2,2,2,1,1,1,1],[1,2,2,2,1,2,2,1,2,1,2,1,2,1,1,1,2,1,1,2,1,2,2,1],[2,1,2,2,2,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,1,2,1],[1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,2,1,1,2,1,2,1,1,2],[1,1,1,2,2,2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,1,2,2,1],[2,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,2,1,2,2,1,1,1,1],[1,1,1,2,2,1,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1],[1,2,2,1,2,2,1,1,1,2,2,2,2,1,1,2,1,1,1,1,2,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,2,2,2,2,1,1,2,1,1,2,2,1,1],[1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,1,1,2,1,1,2,2,1,1,2,1,1,2,2,1,1,1,2,1,2,2,2,2],[1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,1,2,1,2,1,1,1,1],[1,2,2,1,2,2,2,1,1,2,2,1,2,2,1,2,1,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,1,2,1,1,2,2,2,2,2,1,1,2,2,2,2,1,2,1,1],[1,1,1,1,2,1,1,2,1,2,2,2,2,2,2,1,2,1,2,1,2,1,1,2],[2,1,1,1,1,1,2,1,2,1,2,1,2,2,2,1,2,2,1,2,2,2,1,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,1,1,1,1,1,2,1,2,2,2,2],[2,2,2,1,1,1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,2,2,1,2],[1,1,1,1,1,2,2,1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,2,1]],[[2,1,1,2,1,2,2,1,2,2,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[1,1,1,1,1,2,2,1,2,2,1,2,1,2,2,1,1,1,2,2,2,2,2,1],[1,2,2,2,2,1,2,1,1,2,2,1,1,1,2,1,1,1,2,2,2,2,1,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2],[2,2,1,2,2,2,1,1,1,2,2,1,2,1,2,1,2,2,1,1,1,2,1,1],[1,1,1,1,2,2,2,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,1,2,2,2,1,2],[2,2,1,1,1,2,1,1,1,2,2,1,1,2,2,1,2,1,1,2,2,2,2,1],[1,2,1,1,1,2,2,1,1,1,2,1,2,2,2,1,1,1,2,2,1,2,2,2],[2,2,2,1,1,1,1,2,1,1,2,1,2,2,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,2,2,1,1,1,2,2],[2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1],[2,1,1,2,2,2,1,2,2,1,2,1,2,1,2,1,2,2,1,1,1,1,1,2],[1,1,1,2,1,2,2,2,2,2,1,2,1,2,2,1,1,2,2,1,2,1,1,1],[2,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2],[1,2,2,2,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,1,1],[1,1,1,2,1,2,2,2,2,2,1,2,1,2,1,2,1,2,2,1,2,1,1,1],[1,1,2,1,1,1,1,2,2,1,2,1,1,2,2,1,2,2,2,1,2,1,2,2],[1,2,1,1,2,2,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,2,1],[1,1,1,2,2,2,1,2,2,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,1,2,2,1,1,2,2,2,1,2],[1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2,1,2,1,2,1],[2,1,1,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,1,2,1,2,2,1],[2,1,1,2,1,2,2,2,2,2,2,1,1,2,2,1,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,2,2,1],[2,1,1,2,2,2,2,2,2,1,2,1,2,1,1,2,1,1,1,2,1,1,1,2],[2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,1,1,1,2,2,1,2,1],[1,2,1,2,1,2,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,1,1],[2,2,2,1,1,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,1,2,2,1],[1,2,1,1,2,2,1,2,1,1,2,1,2,1,1,2,2,2,2,1,1,1,2,2],[2,1,1,2,1,2,2,2,2,2,2,1,1,2,2,1,1,1,1,2,2,1,1,1],[2,2,2,1,2,1,2,2,1,1,1,2,1,1,1,2,1,2,1,1,2,1,2,2],[2,1,2,1,1,1,1,1,2,1,2,1,2,2,1,2,2,1,1,2,1,2,2,2],[1,1,1,1,1,2,1,1,2,2,1,2,2,2,2,1,2,1,2,2,1,2,2,1],[1,2,2,1,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,2,1,2,1],[2,2,2,2,2,1,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,1,1],[1,2,2,2,2,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,1,1],[2,2,2,2,2,1,2,2,1,1,1,2,1,1,2,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,1],[2,2,2,1,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,1],[1,1,2,1,2,1,1,1,2,1,1,2,1,1,1,2,2,1,2,2,2,2,2,2],[1,1,1,1,2,2,1,2,2,2,1,2,2,1,2,1,2,2,2,1,1,1,2,1],[2,2,2,1,2,1,1,1,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,2],[1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1],[1,1,1,2,1,2,2,1,2,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,1,1,2,2,2,2,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1],[2,1,1,1,1,2,1,1,2,1,1,2,2,2,1,2,2,1,1,2,1,2,2,2],[1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,1,1,1,2,2,2,2,1,2],[1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2,2,1,1,1,2,2,1],[1,1,1,2,1,2,1,1,2,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[1,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,2,2,1,1,1,2,2],[1,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,1,2,2,2,2,1,2],[2,2,2,1,1,1,1,2,1,2,2,1,1,2,2,1,2,1,1,2,2,1,2,1],[2,1,1,1,1,2,2,2,2,2,2,1,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,1,2,1,2,2],[2,1,2,1,2,1,2,2,2,1,2,1,1,1,1,2,1,2,1,1,2,1,2,2],[2,1,2,1,2,1,2,2,2,1,2,1,1,1,2,1,1,2,1,1,2,1,2,2],[1,2,1,1,2,2,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,2,2,1,1,1,1,1,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,2,2,1,2,1,2,1],[2,2,2,2,2,1,2,1,1,2,1,2,1,1,1,2,1,2,1,1,2,2,1,1],[1,2,2,2,1,1,2,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,1,1],[2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,2,2,1,1,2,2,2,1,1],[2,2,1,1,1,2,1,1,1,2,2,1,1,2,2,1,2,1,1,2,2,2,2,1],[1,1,2,2,1,1,1,1,2,2,2,1,2,2,2,1,2,1,2,2,1,2,1,1],[2,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,1],[2,2,1,1,1,2,2,1,1,1,1,2,1,2,1,2,1,1,1,2,2,2,2,2],[1,1,2,1,1,1,1,1,2,1,1,2,2,2,2,1,2,1,2,2,1,2,2,2],[1,2,1,1,1,2,1,2,1,2,2,1,1,2,2,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1,2,1,1,2,1,1,2,2],[1,2,1,1,2,2,2,1,1,2,1,2,2,1,1,2,1,1,2,2,1,2,2,1],[2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,2,1,1,1,2,1,1,2,1],[2,1,2,1,2,1,2,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2],[1,1,2,2,2,1,1,1,2,1,2,1,2,1,1,2,2,2,2,1,1,2,1,2],[1,2,2,1,1,1,2,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,2,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[1,2,2,1,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,1,2,2,2],[1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,1,2,1,2,2,2,1,2,2],[2,2,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,1,1,1,1],[2,2,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1,1],[1,1,2,1,2,1,2,2,2,2,2,1,2,1,2,1,1,1,2,2,1,1,2,1],[1,2,2,1,2,1,1,1,1,2,1,2,2,1,2,1,2,1,2,2,1,2,2,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,2,1,1,1,2,1,1,1,1,2,1,2,2,1,2,2,2,1,1,1,2,2,2],[1,1,1,1,2,2,1,1,2,2,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,2,1,2,1,2,2,2,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,1,2,1,2,2],[2,2,2,2,1,1,2,2,1,1,1,2,1,2,1,2,1,2,1,1,2,1,1,2],[1,1,1,1,1,2,1,1,2,1,2,1,1,2,2,1,2,1,2,2,2,2,2,2],[1,1,2,2,2,1,2,1,2,2,1,2,2,1,2,1,1,1,2,2,1,2,1,1],[1,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,2,2,1,1,2,1,2],[1,2,1,1,1,2,1,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,2,2],[2,2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,1,2,1,1,1,2,2,2],[1,1,1,2,1,2,1,1,2,1,1,2,1,2,2,1,2,1,2,2,2,2,1,2],[2,1,1,2,2,2,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,1,1],[1,2,1,2,1,2,1,2,1,2,2,1,2,2,2,1,2,2,2,1,1,1,1,1],[1,1,2,2,1,1,2,1,2,1,1,2,1,2,2,1,1,1,2,2,2,2,1,2],[1,1,2,2,1,1,1,2,2,1,2,1,1,2,2,1,2,2,2,1,2,1,1,2],[1,2,2,2,2,1,1,1,1,2,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[1,1,2,2,2,1,1,2,2,2,2,1,2,1,1,2,2,2,2,1,1,1,1,1],[2,1,2,1,2,1,1,1,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,2],[1,2,1,2,1,2,2,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,1,1],[2,2,1,2,2,2,2,2,1,1,2,1,1,1,1,2,1,1,1,2,2,1,1,2],[2,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2,1,1,1,2,1,2,2,2],[1,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,2,1,1,2,2,2,1,1,1,1,2,2,1,1,2,1,1,1,2,1,2,2,2],[2,2,1,1,1,2,2,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1],[2,1,2,1,2,1,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2],[2,1,2,1,1,1,2,2,2,1,2,1,2,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,1,2,1,2,2,2,2,2,1,1,1,1,2,1,2,1,1,2,1,2,1],[1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,2,2,1,2,2],[2,2,1,1,2,2,2,1,1,2,2,1,1,1,1,2,1,1,1,2,2,2,2,1],[2,2,2,2,1,1,2,1,1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2],[2,2,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2,2,1,1,2,2,2,1],[2,2,2,2,2,1,2,2,1,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2],[1,2,2,1,2,1,1,2,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,2,1,2,2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,1,2],[1,1,1,2,2,2,2,2,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,1],[1,2,1,1,2,2,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[1,2,2,2,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,2,1,1],[1,2,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,2,1,1,1,2,2],[1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,1,1],[2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[1,2,2,1,1,1,2,2,1,2,2,1,2,2,2,1,1,1,2,2,1,1,2,1],[2,1,2,2,2,1,2,1,2,1,2,1,2,1,2,1,1,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,2,2,1,1,1,2,2,1,1,1,2,1,2,1,2,2,2,2,2,1],[2,2,2,1,2,1,2,1,1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,1],[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,2,1],[1,2,1,1,2,2,1,1,1,1,2,1,2,1,2,1,2,2,2,1,1,2,2,2],[1,2,2,2,1,1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1,2,2,1,2,2,1,1],[1,2,2,1,2,1,1,1,1,2,2,1,2,1,2,1,2,2,2,1,1,2,2,1],[2,2,2,2,2,1,1,1,1,2,2,1,1,1,1,2,2,2,1,1,2,2,1,1],[2,2,2,1,1,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,1,2,2,2],[1,2,2,2,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1],[2,1,1,1,2,2,1,2,2,1,1,2,2,1,1,2,2,2,1,1,1,1,2,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,2,1,1,1,2,2,1,2,1,1],[1,1,2,1,1,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2],[1,1,1,1,2,2,2,1,2,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[2,1,2,1,1,1,2,2,2,2,2,1,1,2,2,1,1,2,1,1,2,1,2,1],[1,2,2,2,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,1,1,2,1,2],[1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,1,2,2,2,1,2,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2],[2,2,2,2,2,1,2,2,1,1,2,1,1,1,1,2,1,2,1,1,2,1,1,2],[1,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,2,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,1,2,2,2,1,1,1,2,1],[1,2,2,2,2,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,1,1,1],[1,2,1,2,1,2,1,1,1,2,2,1,1,2,1,2,2,2,2,1,2,2,1,1],[1,1,1,1,1,2,1,1,2,2,2,1,1,2,1,2,2,1,2,2,2,2,2,1],[2,1,2,2,1,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,1,1,1],[2,1,1,2,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[2,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,1,1,1,2,2,1,2,1,2,2,1,2,2,2,1,2,2,2,1],[2,2,2,1,2,1,2,2,1,1,1,2,2,1,2,1,1,1,1,2,1,1,2,2],[2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,1],[2,1,1,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,2,1,2,2],[1,2,1,1,2,2,2,2,1,2,2,1,2,1,2,1,1,2,2,1,1,1,2,1],[2,1,2,1,1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1],[1,1,1,2,2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,1,1,1,2,1,2,1,1,1,2,1,2,1,1,2,2,2,2,2],[1,1,2,1,2,1,2,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,1,1,1,2,2,2,1,1,1,2,1,2,1,2,2,2,2,2,1],[1,2,2,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2,2,1,1,2,1,1],[2,1,2,1,1,1,1,1,2,1,1,2,2,2,1,2,2,2,1,1,1,2,2,2],[1,2,2,2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,2,1,1,1,1,2],[2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,2,1,1,2,2,1,1],[2,2,1,2,2,2,2,2,1,2,2,1,2,1,2,1,1,1,1,2,1,1,1,1],[2,2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,1,1,1,2,1,2,2,2],[1,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,2,1,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,1,1],[1,1,2,2,1,1,1,1,2,2,1,2,1,2,2,1,2,2,2,1,2,2,1,1],[1,2,1,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,2,2,2,1],[2,1,2,1,1,1,2,1,2,1,1,2,2,2,1,2,1,1,1,2,1,2,2,2],[1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,2,1,1,2,1,1],[2,1,1,2,2,2,2,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,1,2],[2,1,2,2,1,1,2,1,2,2,1,2,2,2,1,2,1,2,1,1,1,2,1,1],[2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,1,2],[1,1,1,1,2,2,1,1,2,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1],[2,2,2,2,2,1,1,2,1,2,2,1,1,1,2,1,2,2,1,1,2,1,1,1],[1,1,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,2,2,1,1,1,2,2],[2,1,2,2,2,1,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,1,2],[1,1,2,2,2,1,2,1,2,2,1,2,2,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,2,2,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,1,2,1,1],[2,1,1,1,2,2,2,1,2,1,2,1,1,1,2,1,1,2,1,1,2,2,2,2],[2,1,2,1,1,1,1,1,2,1,1,2,2,2,1,2,2,2,1,1,1,2,2,2],[2,2,2,1,1,1,1,2,1,2,2,1,1,2,2,1,2,2,1,1,2,1,2,1],[1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,1,2,2,1],[1,2,2,2,1,1,2,2,1,2,1,2,2,2,1,2,1,2,2,1,1,1,1,1]],[[2,1,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,1,2],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,2,2,1,1,1,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,1,2,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,1,2],[2,1,1,2,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,1,2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1],[1,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,1],[2,1,1,2,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[1,1,2,1,2,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[1,2,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[2,2,1,2,2,2,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,1,2],[1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,1,2,1,2,2,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,2,2,1,1,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,2,1,2,1,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,2,2],[2,2,1,2,1,2,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,2,2,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,1,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,2,2,1,2,2,2,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[1,2,2,1,2,2,2,1,1,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,2,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[2,1,1,2,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1],[2,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,1,2,1,1,1,1,2,2],[2,2,1,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[1,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,1,2,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,1],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[2,1,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[1,2,2,1,1,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[2,1,1,2,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[2,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[2,2,1,2,2,2,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,1,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[2,2,1,2,1,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,2,2],[2,2,1,2,1,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,1,1,2,2,1,2,2,1],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[2,2,1,2,2,2,1,2,1,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[1,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[1,2,2,1,2,1,2,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,1,2],[1,2,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,1,2,1,2,2,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[1,1,2,1,2,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[1,1,2,1,1,1,2,1,2,2,2,1,1,2,1,2,1,1,2,2,2,2,2,1],[1,2,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1],[2,2,1,2,1,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[2,1,1,2,1,2,1,2,2,1,1,2,2,2,2,1,2,2,1,1,1,1,1,2],[1,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,2,1],[2,1,1,2,2,1,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[2,2,1,2,1,2,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,1,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,1,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[2,1,1,2,1,1,1,2,2,2,1,2,1,2,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,1,1,2,1,1,1,2,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[1,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[1,1,2,1,1,2,2,1,2,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[2,1,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[2,2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[2,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,1,2,1,1,1,1,2,2],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[2,1,1,2,2,1,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2],[2,1,1,2,1,2,1,2,2,1,1,2,2,2,2,1,2,2,1,1,1,1,1,2],[1,2,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,2,2,1,2,2,2,1,1,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[2,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[1,1,2,1,2,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,2,2,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,1,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[2,2,1,2,1,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,2,1,2,2,2,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,1,2],[1,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[1,1,2,1,1,1,2,1,2,2,2,1,1,2,1,2,1,1,2,2,2,2,2,1],[1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1],[1,1,2,1,2,1,2,1,2,2,2,1,2,1,1,2,1,1,2,2,1,2,2,1],[1,2,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,2,2],[1,1,2,1,1,1,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[2,1,1,2,1,1,1,2,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[2,1,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1],[2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,2,2,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[2,2,1,2,2,2,1,2,1,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[1,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,2,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,1,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,2,2,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,1,2],[1,2,2,1,2,1,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[1,1,2,1,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[2,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[2,2,1,2,2,2,1,2,1,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[1,1,2,1,2,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[2,1,1,2,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,1,1,1,2],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,1],[1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,1,2,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,2],[2,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,2,2],[1,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,2,1,2,2,1],[1,1,2,1,1,2,2,1,2,1,2,1,2,2,1,2,2,1,2,2,1,2,1,1],[1,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,2,1],[2,2,1,2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[2,2,1,2,1,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,1,2,2],[2,2,1,2,1,1,1,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2,2],[2,2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,1,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,2,1,2,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,2],[1,2,2,1,2,2,2,1,1,1,2,1,2,1,1,2,2,1,2,2,1,2,1,1],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[2,2,1,2,2,1,1,2,1,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2],[1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2,1,1,2,2,1,2,1,1],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[2,1,1,2,2,1,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2],[2,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,2],[1,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[1,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,2,2,2,1,1],[2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2],[1,2,2,1,2,1,2,1,1,2,2,1,1,1,1,2,1,1,2,2,2,2,2,1],[2,2,1,2,2,2,1,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,1,2],[1,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,2,2,1,2,2,1],[1,1,2,1,2,2,2,1,2,1,2,1,1,1,1,2,2,1,2,2,2,2,1,1],[1,2,2,1,2,1,2,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,2,1],[1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,2,2,2,1,1],[2,1,1,2,2,1,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,1,2,2]]],"y_mat":[[3.69254064317115,4.03941553715997],[4.20777174111018,7.15969242067638],[5.63703120685002,6.12338044879831],[2.60719899840317,5.88375817224425],[3.67584675070355,4.93947003515989],[5.73665909468632,4.6447723685446],[3.33318147714429,3.99410089171328],[3.51599791561606,4.26885116642551],[3.71048692065712,5.13025752306284],[4.72673382352761,5.00418858761675],[3.45913792137822,7.23905893234884],[5.30523602010521,6.84137099285645],[5.79728186002864,7.4160385561473],[4.30383805173747,6.32147299298954],[5.21057057297774,6.63389681147887],[7.64727138267083,5.82604578649062],[4.91620423941218,5.64259541502707],[4.76391373104101,8.15405357188442],[2.39239468219317,3.01286465414338],[7.90566875056438,5.5361342564968],[5.44526671460919,7.19887988925104],[2.40964156970288,3.54807106736632],[4.40979839084316,4.15522245824064],[3.7590274931814,6.08760007059832]],"contrast":[1,-1],"result":[8.19129006187607,16.3447162831469,24],"result_rev":[8.19129006187607,16.3447162831469,24]} diff --git a/tests/fixtures/r/fsm_ages12_Dopt.json b/tests/fixtures/r/fsm_ages12_Dopt.json new file mode 100644 index 0000000..19a1dca --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_Dopt.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"Dopt"},"z":[1,2,1,2,2,2,1,1,2,1,1,2],"selected":[12,1,11,2,3,4,5,10,6,7,8,9],"criteria":[[2033.492823,1717.7033493,1717.7033493,1717.7033493,1114.8325359,1028.708134,1028.708134,1000,1000,1258.3732057,2033.492823,8349.2822967],[2033.492823,1717.7033493,1717.7033493,1717.7033493,1114.8325359,1028.708134,1028.708134,1000,1000,1258.3732057,2033.492823,null],[null,14.9549986,14.9549986,14.9549986,226.3192924,353.2733315,353.2733315,508.4770078,508.4770078,1143.5858601,2032.9414476,null],[null,1516.3564937,1516.3564937,1516.3564937,1114.0402095,993.700468,993.700468,880.2435697,880.2435697,581.1699344,null,null],[null,null,0.8472222,0.8472222,0.5555556,0.5138889,0.5138889,0.5,0.5,0.625,null,null],[null,null,null,1,0.755102,0.69161,0.69161,0.6371882,0.6371882,0.5283447,null,null],[null,null,null,null,0.3877551,0.3639456,0.3639456,0.3469388,0.3469388,0.3367347,null,null],[null,null,null,null,null,0.3383459,0.3383459,0.3646617,0.3646617,0.5789474,null,null],[null,null,null,null,null,0.2630719,0.2630719,0.253268,0.253268,null,null,null],[null,null,null,null,null,null,0.252381,0.252381,0.252381,null,null,null],[null,null,null,null,null,null,null,0.2034221,0.2034221,null,null,null],[null,null,null,null,null,null,null,null,0.2011643,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_Dopt_average.json b/tests/fixtures/r/fsm_ages12_Dopt_average.json new file mode 100644 index 0000000..0d8fb94 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_Dopt_average.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"Dopt average"},"z":[2,1,1,2,1,2,1,1,2,2,2,1],"selected":[1,2,12,11,3,4,10,5,6,7,8,9],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0],[null,null,0,0,0.1184211,0.2105263,0.2105263,0.3289474,0.3289474,0.8421053,1.5921053,5.8026316],[null,null,0.0131579,0.0131579,0.2105263,0.3289474,0.3289474,0.4736842,0.4736842,1.0657895,1.8947368,null],[null,null,7.7368421,7.7368421,6.7894737,6.5438596,6.5438596,6.3333333,6.3333333,5.9122807,null,null],[null,null,null,2.3333333,1.9649123,1.9122807,1.9122807,1.8947368,1.8947368,2.0526316,null,null],[null,null,null,null,2.3355263,2.3421053,2.3421053,2.3881579,2.3881579,2.7631579,null,null],[null,null,null,null,8.0526316,7.9144737,7.9144737,7.8157895,7.8157895,null,null,null],[null,null,null,null,null,2.7684211,2.7684211,2.7684211,2.7684211,null,null,null],[null,null,null,null,null,null,8.1368421,8.0736842,8.0736842,null,null,null],[null,null,null,null,null,null,null,8.1447368,8.1447368,null,null,null],[null,null,null,null,null,null,null,null,2.7763158,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_Dopt_pc.json b/tests/fixtures/r/fsm_ages12_Dopt_pc.json new file mode 100644 index 0000000..ea82b74 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_Dopt_pc.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"Dopt pc"},"z":[2,1,1,2,1,2,1,1,2,2,2,1],"selected":[1,2,12,11,3,4,10,5,6,7,8,9],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0],[null,null,0,0,0.1184211,0.2105263,0.2105263,0.3289474,0.3289474,0.8421053,1.5921053,5.8026316],[null,null,0.0131579,0.0131579,0.2105263,0.3289474,0.3289474,0.4736842,0.4736842,1.0657895,1.8947368,null],[null,null,7.7368421,7.7368421,6.7894737,6.5438596,6.5438596,6.3333333,6.3333333,5.9122807,null,null],[null,null,null,2.3333333,1.9649123,1.9122807,1.9122807,1.8947368,1.8947368,2.0526316,null,null],[null,null,null,null,2.3355263,2.3421053,2.3421053,2.3881579,2.3881579,2.7631579,null,null],[null,null,null,null,8.0526316,7.9144737,7.9144737,7.8157895,7.8157895,null,null,null],[null,null,null,null,null,2.7684211,2.7684211,2.7684211,2.7684211,null,null,null],[null,null,null,null,null,null,8.1368421,8.0736842,8.0736842,null,null,null],[null,null,null,null,null,null,null,8.1447368,8.1447368,null,null,null],[null,null,null,null,null,null,null,null,2.7763158,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_constant.json b/tests/fixtures/r/fsm_ages12_constant.json new file mode 100644 index 0000000..c6d7501 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_constant.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"constant"},"z":[2,1,1,2,1,2,2,1,2,1,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12],"criteria":[[10,10,10,10,10,10,10,10,10,10,10,10],[null,10,10,10,10,10,10,10,10,10,10,10],[null,null,10,10,10,10,10,10,10,10,10,10],[null,null,null,10,10,10,10,10,10,10,10,10],[null,null,null,null,10,10,10,10,10,10,10,10],[null,null,null,null,null,10,10,10,10,10,10,10],[null,null,null,null,null,null,10,10,10,10,10,10],[null,null,null,null,null,null,null,10,10,10,10,10],[null,null,null,null,null,null,null,null,10,10,10,10],[null,null,null,null,null,null,null,null,null,10,10,10],[null,null,null,null,null,null,null,null,null,null,10,10],[null,null,null,null,null,null,null,null,null,null,null,10]]} diff --git a/tests/fixtures/r/fsm_ages12_marginal_var_sum.json b/tests/fixtures/r/fsm_ages12_marginal_var_sum.json new file mode 100644 index 0000000..9f5b13a --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_marginal_var_sum.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"marginal var sum"},"z":[2,1,1,2,1,2,1,1,2,2,2,1],"selected":[1,2,12,11,3,4,10,5,6,7,8,9],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0],[null,null,0,0,0.1184211,0.2105263,0.2105263,0.3289474,0.3289474,0.8421053,1.5921053,5.8026316],[null,null,0.0131579,0.0131579,0.2105263,0.3289474,0.3289474,0.4736842,0.4736842,1.0657895,1.8947368,null],[null,null,7.7368421,7.7368421,6.7894737,6.5438596,6.5438596,6.3333333,6.3333333,5.9122807,null,null],[null,null,null,2.3333333,1.9649123,1.9122807,1.9122807,1.8947368,1.8947368,2.0526316,null,null],[null,null,null,null,2.3355263,2.3421053,2.3421053,2.3881579,2.3881579,2.7631579,null,null],[null,null,null,null,8.0526316,7.9144737,7.9144737,7.8157895,7.8157895,null,null,null],[null,null,null,null,null,2.7684211,2.7684211,2.7684211,2.7684211,null,null,null],[null,null,null,null,null,null,8.1368421,8.0736842,8.0736842,null,null,null],[null,null,null,null,null,null,null,8.1447368,8.1447368,null,null,null],[null,null,null,null,null,null,null,null,2.7763158,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_max_average.json b/tests/fixtures/r/fsm_ages12_max_average.json new file mode 100644 index 0000000..3cd4bc1 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_max_average.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"max average"},"z":[2,2,1,1,1,2,2,2,1,1,1,2],"selected":[12,11,10,8,9,6,7,5,2,3,4,1],"criteria":[[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,0,0,0.4866643,0.9733285,2.5955427],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,0,0,0.4866643,0.9733285,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,0,0,0.4866643,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,0,0,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,null,0,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,null,-0.1622214,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,null,null,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,-0.8111071,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,null,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_max_pc.json b/tests/fixtures/r/fsm_ages12_max_pc.json new file mode 100644 index 0000000..2519ed7 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_max_pc.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"max pc"},"z":[2,2,1,1,1,2,2,2,1,1,1,2],"selected":[12,11,10,8,9,6,7,5,2,3,4,1],"criteria":[[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,-0,-0,0.4866643,0.9733285,2.5955427],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,-0,-0,0.4866643,0.9733285,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,-0,-0,0.4866643,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,-0,-0,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,null,-0,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,-0.1622214,-0.1622214,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,null,-0.1622214,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,-0.3244428,null,null,null,null,null,null,null],[-0.9733285,-0.8111071,-0.8111071,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,-0.8111071,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,null,-0.8111071,null,null,null,null,null,null,null,null],[-0.9733285,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_ages12_min_average.json b/tests/fixtures/r/fsm_ages12_min_average.json new file mode 100644 index 0000000..b3e7acd --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_min_average.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"min average"},"z":[2,1,1,2,1,2,2,1,2,1,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12],"criteria":[[0.9733285,0.8111071,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,0.8111071,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,0.8111071,0.3244428,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,0.3244428,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,0.1622214,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,0.1622214,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,-0,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,-0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,null,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,null,null,-2.5955427]]} diff --git a/tests/fixtures/r/fsm_ages12_min_pc.json b/tests/fixtures/r/fsm_ages12_min_pc.json new file mode 100644 index 0000000..7ba1f7d --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_min_pc.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"min pc"},"z":[2,1,1,2,1,2,2,1,2,1,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12],"criteria":[[0.9733285,0.8111071,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,0.8111071,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,0.8111071,0.8111071,0.3244428,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,0.8111071,0.3244428,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,0.3244428,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,0.1622214,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,0.1622214,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,0,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,0,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,-0.4866643,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,null,-0.9733285,-2.5955427],[null,null,null,null,null,null,null,null,null,null,null,-2.5955427]]} diff --git a/tests/fixtures/r/fsm_ages12_negative_Dopt.json b/tests/fixtures/r/fsm_ages12_negative_Dopt.json new file mode 100644 index 0000000..4b2b9e1 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_negative_Dopt.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"negative Dopt"},"z":[1,1,2,1,1,1,2,2,1,2,2,2],"selected":[8,9,6,7,5,10,11,2,3,4,1,12],"criteria":[[-2033.492823,-1717.7033493,-1717.7033493,-1717.7033493,-1114.8325359,-1028.708134,-1028.708134,-1000,-1000,-1258.3732057,-2033.492823,-8349.2822967],[-2033.492823,-1717.7033493,-1717.7033493,-1717.7033493,-1114.8325359,-1028.708134,-1028.708134,null,-1000,-1258.3732057,-2033.492823,-8349.2822967],[-1034.491824,-718.7023503,-718.7023503,-718.7023503,-115.8315369,-29.707135,-29.707135,null,null,-259.3722067,-1034.491824,-7350.2812976],[-1034.491824,-718.7023503,-718.7023503,-718.7023503,-115.8315369,null,-29.707135,null,null,-259.3722067,-1034.491824,-7350.2812976],[-61,-41,-41,-41,-5,null,null,null,null,-25,-85,-545],[-61,-41,-41,-41,null,null,null,null,null,-25,-85,-545],[-5.4615385,-4.0384615,-4.0384615,-4.0384615,null,null,null,null,null,null,-3.6153846,-27.4615385],[-12.8333333,-8.3333333,-8.3333333,-8.3333333,null,null,null,null,null,null,null,-144.8333333],[-2.3833333,null,-1.8833333,-1.8833333,null,null,null,null,null,null,null,-6.7833333],[-1.3928571,null,null,-0.8928571,null,null,null,null,null,null,null,-23.3928571],[-0.745283,null,null,null,null,null,null,null,null,null,null,-16.5188679],[null,null,null,null,null,null,null,null,null,null,null,-3.6271676]]} diff --git a/tests/fixtures/r/fsm_ages12_paper.json b/tests/fixtures/r/fsm_ages12_paper.json new file mode 100644 index 0000000..e6fed39 --- /dev/null +++ b/tests/fixtures/r/fsm_ages12_paper.json @@ -0,0 +1 @@ +{"dataset":"ages12","som":[1,2,1,2,2,1,1,2,1,2,1,2],"args":{"s_function":"Dopt"},"z":[2,1,2,1,1,1,2,1,2,2,2,1],"selected":[12,1,2,11,3,4,5,10,6,7,8,9],"criteria":[[2033.492823,1717.7033493,1717.7033493,1717.7033493,1114.8325359,1028.708134,1028.708134,1000,1000,1258.3732057,2033.492823,8349.2822967],[2033.492823,1717.7033493,1717.7033493,1717.7033493,1114.8325359,1028.708134,1028.708134,1000,1000,1258.3732057,2033.492823,null],[null,1516.3564937,1516.3564937,1516.3564937,1114.0402095,993.700468,993.700468,880.2435697,880.2435697,581.1699344,344.0418884,null],[null,null,14.9549986,14.9549986,226.3192924,353.2733315,353.2733315,508.4770078,508.4770078,1143.5858601,2032.9414476,null],[null,null,0.8472222,0.8472222,0.5555556,0.5138889,0.5138889,0.5,0.5,0.625,null,null],[null,null,null,1,0.755102,0.69161,0.69161,0.6371882,0.6371882,0.5283447,null,null],[null,null,null,null,0.3877551,0.3639456,0.3639456,0.3469388,0.3469388,0.3367347,null,null],[null,null,null,null,null,0.3383459,0.3383459,0.3646617,0.3646617,0.5789474,null,null],[null,null,null,null,null,0.2630719,0.2630719,0.253268,0.253268,null,null,null],[null,null,null,null,null,null,0.252381,0.252381,0.252381,null,null,null],[null,null,null,null,null,null,null,0.2011643,0.2011643,null,null,null],[null,null,null,null,null,null,null,null,0.2034221,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_Aopt.json b/tests/fixtures/r/fsm_binary_Aopt.json new file mode 100644 index 0000000..286040b --- /dev/null +++ b/tests/fixtures/r/fsm_binary_Aopt.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"Aopt","Pol_mat":[[0,1,0,0,0],[0,0,1,0,0]],"w_pol":[0.7,0.3]},"z":[1,2,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,1,2,1,2,2,2,1,1,2,2,1],"selected":[3,22,18,24,20,21,6,12,25,26,13,29,8,4,9,1,15,17,23,16,28,27,7,30,5,2,19,11,10,14],"criteria":[[100.117295,244.6384372,312.3494958,240.5616122,223.378615,217.8028239,183.9236022,186.6613763,210.2072172,183.9236022,223.378615,217.8028239,217.8028239,183.9236022,240.5616122,100.117295,210.2072172,228.3566985,191.323977,295.5048411,295.5048411,312.3494958,107.3438932,228.3566985,312.3494958,228.3566985,100.117295,186.6613763,217.8028239,100.117295],[100.117295,244.6384372,null,240.5616122,223.378615,217.8028239,183.9236022,186.6613763,210.2072172,183.9236022,223.378615,217.8028239,217.8028239,183.9236022,240.5616122,100.117295,210.2072172,228.3566985,191.323977,295.5048411,295.5048411,312.3494958,107.3438932,228.3566985,312.3494958,228.3566985,100.117295,186.6613763,217.8028239,100.117295],[59.6875935,32.911201,null,165.8363087,201.4866423,211.1438341,64.8768883,187.7277298,200.529487,64.8768883,201.4866423,211.1438341,211.1438341,64.8768883,165.8363087,59.6875935,200.529487,558.0184109,233.6095293,312.3839879,312.3839879,null,13.2696678,558.0184109,0.0294432,558.0184109,59.6875935,187.7277298,211.1438341,59.6875935],[59.6875935,32.911201,null,165.8363087,201.4866423,211.1438341,64.8768883,187.7277298,200.529487,64.8768883,201.4866423,211.1438341,211.1438341,64.8768883,165.8363087,59.6875935,200.529487,null,233.6095293,312.3839879,312.3839879,null,13.2696678,558.0184109,0.0294432,558.0184109,59.6875935,187.7277298,211.1438341,59.6875935],[18.0687804,23.242423,null,18.0719759,44.7229965,186.8079578,44.7160185,83.1273357,0.1927212,44.7160185,44.7229965,186.8079578,186.8079578,44.7160185,18.0719759,18.0687804,0.1927212,null,23.2528299,186.8080891,186.8080891,null,0.1934431,null,0.2403214,0.24821,18.0687804,83.1273357,186.8079578,18.0687804],[18.0687804,23.242423,null,18.0719759,44.7229965,186.8079578,44.7160185,83.1273357,0.1927212,44.7160185,44.7229965,186.8079578,186.8079578,44.7160185,18.0719759,18.0687804,0.1927212,null,23.2528299,null,186.8080891,null,0.1934431,null,0.2403214,0.24821,18.0687804,83.1273357,186.8079578,18.0687804],[0.0007445,0.0015205,null,0.0003579,0.0001655,0.8712263,0.0016468,0.0004487,0.0008209,0.0016468,0.0001655,0.8712263,0.8712263,0.0016468,0.0003579,0.0007445,0.0008209,null,0.0001891,null,null,null,0.0002198,null,0.5443753,0.3897823,0.0007445,0.0004487,0.8712263,0.0007445],[0.0007445,0.0015205,null,0.0003579,0.0001655,null,0.0016468,0.0004487,0.0008209,0.0016468,0.0001655,0.8712263,0.8712263,0.0016468,0.0003579,0.0007445,0.0008209,null,0.0001891,null,null,null,0.0002198,null,0.5443753,0.3897823,0.0007445,0.0004487,0.8712263,0.0007445],[0.0001313,0.0003599,null,0.0003316,0.00033,null,0.0002711,0.0003045,0.0003332,0.0002711,0.00033,null,0.242422,0.0002711,0.0003316,0.0001313,0.0003332,null,0.0003011,null,null,null,9.86e-05,null,0.242463,0.2424256,0.0001313,0.0003045,0.242422,0.0001313],[0.0001313,0.0003599,null,0.0003316,0.00033,null,0.0002711,0.0003045,0.0003332,0.0002711,0.00033,null,0.242422,0.0002711,0.0003316,0.0001313,0.0003332,null,0.0003011,null,null,null,9.86e-05,null,null,0.2424256,0.0001313,0.0003045,0.242422,0.0001313],[0.0001719,0.000582,null,0.000364,0.0003007,null,0.0004072,0.0002804,0.0003093,0.0004072,0.0003007,null,0.2972443,0.0004072,0.000364,0.0001719,0.0003093,null,0.0002087,null,null,null,0.000155,null,null,null,0.0001719,0.0002804,0.2972443,0.0001719],[0.0001414,0.0002569,null,0.000414,0.0004868,null,0.0002438,0.0004797,0.0004634,0.0002438,0.0004868,null,null,0.0002438,0.000414,0.0001414,0.0004634,null,0.0004938,null,null,null,7.34e-05,null,null,null,0.0001414,0.0004797,0.2435019,0.0001414],[0.0001036,0.0002011,null,0.0005629,0.000716,null,0.000154,0.0007259,0.0005354,0.000154,0.000716,null,null,0.000154,0.0005629,0.0001036,0.0005354,null,0.0006967,null,null,null,8.33e-05,null,null,null,0.0001036,0.0007259,null,0.0001036],[0.0001227,0.0004867,null,0.0004897,0.0004567,null,0.0002761,null,0.0003414,0.0002761,0.0004567,null,null,0.0002761,0.0004897,0.0001227,0.0003414,null,0.000306,null,null,null,0.0001704,null,null,null,0.0001227,0.0003762,null,0.0001227],[0.0002847,0.0008513,null,null,0.0028913,null,0.0004526,null,0.5386279,0.0004526,0.0028913,null,null,0.0004526,0.0028517,0.0002847,0.5386279,null,0.0003207,null,null,null,0.182324,null,null,null,0.0002847,1.7e-06,null,0.0002847],[0.3601615,0.0015351,null,null,0.0015835,null,0.0002127,null,null,0.0002127,0.0015835,null,null,0.0002127,1.2e-06,0.3601615,7.37e-05,null,0.0001629,null,null,null,0.0012333,null,null,null,0.3601615,0.001777,null,0.3601615],[null,0.0007258,null,null,0.0007904,null,0.0003884,null,null,0.0003884,0.0007904,null,null,0.0003884,0.1357561,0.1355699,0.0003132,null,0.0003234,null,null,null,0.0003494,null,null,null,0.1355699,0.0010633,null,0.1355699],[null,0.0003264,null,null,0.0004361,null,0.000528,null,null,0.000528,0.0004361,null,null,0.000528,null,0.0003259,0.1386088,null,0.0004185,null,null,null,0.1384734,null,null,null,0.0003259,0.13856,null,0.0003259],[null,0.0003568,null,null,0.0002891,null,0.0007425,null,null,0.0007425,0.0002891,null,null,0.0007425,null,0.0004901,null,null,0.0005294,null,null,null,0.2520247,null,null,null,0.0004901,0.2157502,null,0.0004901],[null,0.0009385,null,null,0.0010199,null,0.0003984,null,null,0.0003984,0.0010199,null,null,0.0003984,null,0.260107,null,null,0.0003161,null,null,null,null,null,null,null,0.260107,0.0014274,null,0.260107],[null,0.0004029,null,null,0.0004029,null,0.0004949,null,null,0.0004949,0.0004029,null,null,0.0004949,null,null,null,null,0.000495,null,null,null,null,null,null,null,0.0002924,0.2085075,null,0.0002924],[null,0.0007982,null,null,0.0008991,null,0.0005114,null,null,0.0005114,0.0008991,null,null,0.0005114,null,null,null,null,0.0004099,null,null,null,null,null,null,null,0.1742392,null,null,0.1742392],[null,0.0005144,null,null,0.0003855,null,0.0005908,null,null,0.0005908,0.0003855,null,null,0.0005908,null,null,null,null,0.000324,null,null,null,null,null,null,null,null,null,null,0.0003237],[null,0.0007977,null,null,0.0009199,null,null,null,null,0.0006305,0.0009199,null,null,0.0006305,null,null,null,null,0.0005078,null,null,null,null,null,null,null,null,null,null,0.1343728],[null,0.0008461,null,null,0.0009916,null,null,null,null,0.0007585,0.0009916,null,null,0.0007585,null,null,null,null,0.0006125,null,null,null,null,null,null,null,null,null,null,null],[null,0.0148749,null,null,null,null,null,null,null,-0,0.0103408,null,null,-0,null,null,null,null,0.0042105,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,0.0102904,0,null,null,0.0102904,null,null,null,null,0.0181121,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,0.0031875,0.004046,null,null,0.0031875,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,0.0077571,null,null,null,0.0077571,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,0.004942,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_Dopt.json b/tests/fixtures/r/fsm_binary_Dopt.json new file mode 100644 index 0000000..b35a724 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_Dopt.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"Dopt"},"z":[1,2,2,1,1,2,2,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,2,2,1,2,1,1,2,1],"selected":[8,28,4,15,5,11,3,22,6,12,1,2,7,9,17,10,18,16,24,19,14,25,20,27,21,23,13,26,30,29],"criteria":[[4254.2852884,6135.4896408,5303.7710538,5497.3915636,5425.8458787,3690.8630198,4996.5717693,7664.7786555,5738.8582501,4996.5717693,5425.8458787,3690.8630198,3690.8630198,4996.5717693,5497.3915636,4254.2852884,5738.8582501,4463.1092562,5572.0673722,4397.3766582,4397.3766582,5303.7710538,4772.9915039,4463.1092562,5303.7710538,4463.1092562,4254.2852884,7664.7786555,3690.8630198,4254.2852884],[4254.2852884,6135.4896408,5303.7710538,5497.3915636,5425.8458787,3690.8630198,4996.5717693,null,5738.8582501,4996.5717693,5425.8458787,3690.8630198,3690.8630198,4996.5717693,5497.3915636,4254.2852884,5738.8582501,4463.1092562,5572.0673722,4397.3766582,4397.3766582,5303.7710538,4772.9915039,4463.1092562,5303.7710538,4463.1092562,4254.2852884,7664.7786555,3690.8630198,4254.2852884],[3936.2179164,5142.1866494,5271.5752873,5497.3455518,5273.3411733,3267.6592045,4968.7919097,null,5059.8867281,4968.7919097,5273.3411733,3267.6592045,3267.6592045,4968.7919097,5497.3455518,3936.2179164,5059.8867281,3920.4955058,3157.657046,2938.7586463,2938.7586463,5271.5752873,2865.309271,3920.4955058,5271.5752873,3920.4955058,3936.2179164,null,3267.6592045,3936.2179164],[3936.2179164,5142.1866494,5271.5752873,null,5273.3411733,3267.6592045,4968.7919097,null,5059.8867281,4968.7919097,5273.3411733,3267.6592045,3267.6592045,4968.7919097,5497.3455518,3936.2179164,5059.8867281,3920.4955058,3157.657046,2938.7586463,2938.7586463,5271.5752873,2865.309271,3920.4955058,5271.5752873,3920.4955058,3936.2179164,null,3267.6592045,3936.2179164],[2531.6340668,5138.7514657,4651.6186463,null,5195.8656632,3266.5864359,4193.2218213,null,2818.5647587,4193.2218213,5195.8656632,3266.5864359,3266.5864359,4193.2218213,null,2531.6340668,2818.5647587,3782.4271952,1672.615388,1672.2856513,1672.2856513,4651.6186463,2751.2549263,3782.4271952,4651.6186463,3782.4271952,2531.6340668,null,3266.5864359,2531.6340668],[2531.6340668,5138.7514657,4651.6186463,null,null,3266.5864359,4193.2218213,null,2818.5647587,4193.2218213,5195.8656632,3266.5864359,3266.5864359,4193.2218213,null,2531.6340668,2818.5647587,3782.4271952,1672.615388,1672.2856513,1672.2856513,4651.6186463,2751.2549263,3782.4271952,4651.6186463,3782.4271952,2531.6340668,null,3266.5864359,2531.6340668],[1931.4589723,2373.6013406,4577.5786024,null,null,3253.8408966,1932.1422621,null,884.869255,1932.1422621,null,3253.8408966,3253.8408966,1932.1422621,null,1931.4589723,884.869255,3529.7762392,884.9131965,883.8111224,883.8111224,4577.5786024,2372.444107,3529.7762392,4577.5786024,3529.7762392,1931.4589723,null,3253.8408966,1931.4589723],[1931.4589723,2373.6013406,null,null,null,3253.8408966,1932.1422621,null,884.869255,1932.1422621,null,3253.8408966,3253.8408966,1932.1422621,null,1931.4589723,884.869255,3529.7762392,884.9131965,883.8111224,883.8111224,4577.5786024,2372.444107,3529.7762392,4577.5786024,3529.7762392,1931.4589723,null,3253.8408966,1931.4589723],[1448.3904904,365.985957,null,null,null,3253.2337353,1448.7760662,null,366.0817947,1448.7760662,null,3253.2337353,3253.2337353,1448.7760662,null,1448.3904904,366.0817947,1448.5829866,365.6006761,363.4827827,363.4827827,null,365.503838,1448.5829866,3.9965078,1448.5829866,1448.3904904,null,3253.2337353,1448.3904904],[1448.3904904,365.985957,null,null,null,null,1448.7760662,null,366.0817947,1448.7760662,null,3253.2337353,3253.2337353,1448.7760662,null,1448.3904904,366.0817947,1448.5829866,365.6006761,363.4827827,363.4827827,null,365.503838,1448.5829866,3.9965078,1448.5829866,1448.3904904,null,3253.2337353,1448.3904904],[1.2222222,1.2222222,null,null,null,null,1.2222222,null,1.2222222,1.2222222,null,null,1,1.2222222,null,1.2222222,1.2222222,1.2222222,1.2222222,0.5555556,0.5555556,null,1.2222222,1.2222222,1,1.2222222,1.2222222,null,1,1.2222222],[null,1.2222222,null,null,null,null,1.2222222,null,1.2222222,1.2222222,null,null,1,1.2222222,null,1.2222222,1.2222222,1.2222222,1.2222222,0.5555556,0.5555556,null,1.2222222,1.2222222,1,1.2222222,1.2222222,null,1,1.2222222],[null,null,null,null,null,null,1.2,null,1.2,1.2,null,null,0.95,1.2,null,0.95,1.2,1.2,0.95,0.55,0.55,null,1.2,1.2,0.8,1.2,0.95,null,0.95,0.95],[null,null,null,null,null,null,null,null,1.2,1.2,null,null,0.8,1.2,null,0.55,1.2,1.2,1.2,0.55,0.55,null,0.95,1.2,0.95,1.2,0.55,null,0.8,0.55],[null,null,null,null,null,null,null,null,null,0.5454545,null,null,0.7272727,0.5454545,null,0.9090909,1.1818182,1.1818182,0.7272727,0.5454545,0.5454545,null,0.9090909,1.1818182,0.7272727,1.1818182,0.9090909,null,0.7272727,0.9090909],[null,null,null,null,null,null,null,null,null,1.1818182,null,null,0.7272727,1.1818182,null,0.5454545,null,0.9090909,1.1818182,0.5454545,0.5454545,null,0.7272727,0.9090909,0.9090909,0.9090909,0.5454545,null,0.7272727,0.5454545],[null,null,null,null,null,null,null,null,null,null,null,null,0.5416667,0.5416667,null,0.5416667,null,0.875,0.875,0.5416667,0.5416667,null,0.5416667,0.875,0.875,0.875,0.5416667,null,0.5416667,0.5416667],[null,null,null,null,null,null,null,null,null,null,null,null,0.6666667,0.5416667,null,0.875,null,null,0.6666667,0.5416667,0.5416667,null,0.6666667,0.875,0.6666667,0.875,0.875,null,0.6666667,0.875],[null,null,null,null,null,null,null,null,null,null,null,null,0.5333333,0.5333333,null,null,null,null,0.6666667,0.5333333,0.5333333,null,0.5333333,0.8,0.6666667,0.8,0.4666667,null,0.5333333,0.4666667],[null,null,null,null,null,null,null,null,null,null,null,null,0.4666667,0.5333333,null,null,null,null,0.6666667,0.5333333,0.5333333,null,0.5333333,null,0.6666667,0.4666667,0.5333333,null,0.4666667,0.5333333],[null,null,null,null,null,null,null,null,null,null,null,null,0.4444444,0.5277778,null,null,null,null,null,0.5277778,0.5277778,null,0.5277778,null,0.5277778,0.4444444,0.4444444,null,0.4444444,0.4444444],[null,null,null,null,null,null,null,null,null,null,null,null,0.4666667,null,null,null,null,null,null,0.5166667,0.5166667,null,0.5166667,null,0.65,0.4,0.5166667,null,0.4666667,0.5166667],[null,null,null,null,null,null,null,null,null,null,null,null,0.3939394,null,null,null,null,null,null,0.5272727,0.5272727,null,0.4666667,null,null,0.4424242,0.4424242,null,0.3939394,0.4424242],[null,null,null,null,null,null,null,null,null,null,null,null,0.4666667,null,null,null,null,null,null,null,0.4424242,null,0.4424242,null,null,0.3454545,0.5030303,null,0.4666667,0.5030303],[null,null,null,null,null,null,null,null,null,null,null,null,0.4193548,null,null,null,null,null,null,null,0.4408602,null,0.3884409,null,null,0.3346774,null,null,0.4193548,0.3346774],[null,null,null,null,null,null,null,null,null,null,null,null,0.3452381,null,null,null,null,null,null,null,null,null,0.4404762,null,null,0.4404762,null,null,0.3452381,0.4404762],[null,null,null,null,null,null,null,null,null,null,null,null,0.3731343,null,null,null,null,null,null,null,null,null,null,null,null,0.3339552,null,null,0.3731343,0.3339552],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.4380165,null,null,0.3443526,0.3884298],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2717391,0.3125],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.3154534,null]]} diff --git a/tests/fixtures/r/fsm_binary_Dopt_average.json b/tests/fixtures/r/fsm_binary_Dopt_average.json new file mode 100644 index 0000000..ec54e70 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_Dopt_average.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"Dopt average"},"z":[2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,1,1,2,2,1,2,1,1,1,2,2,2,1,2,1],"selected":[1,2,6,8,28,12,9,13,29,17,7,3,10,14,19,20,22,21,25,16,27,30,4,15,23,18,24,5,11,26],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.1258681,0.1316272,0.1359375,1.1626334,0.5234174,3.47e-05,6.44e-05,0.5234174,0.1359375,1.1626334,1.1626334,0.5234174,0.1316272,0.5149262,6.44e-05,0.5034722,0.1258681,0.5234174,0.5234174,0.1258681,0.1316272,0.5034722,0.1258681,0.5034722,0.5149262,3.47e-05,1.1626334,0.5149262],[null,null,0.1316272,0.1258681,0.1217218,null,3.47e-05,0.5234174,0.5034722,3.47e-05,0.1217218,0.1300837,0.1300837,3.47e-05,0.1258681,0,0.5034722,6.44e-05,0.1316272,3.47e-05,3.47e-05,0.1316272,0.1258681,6.44e-05,0.1316272,6.44e-05,0,0.5234174,0.1300837,0],[null,null,1.2079459,1.2040863,1.2013621,null,1.2079459,null,1.5387253,1.2079459,1.2013621,1.5501779,1.5501779,1.2079459,1.2040863,1.2050955,1.5387253,1.2013621,1.2079459,1.2079459,1.2079459,1.2079459,1.2040863,1.2013621,1.2079459,1.2013621,1.2050955,1.5586954,1.5501779,1.2050955],[null,null,0.5234189,0.523482,0.5236376,null,0.7036201,null,0.6847222,0.7036201,0.5236376,1.2192508,1.2192508,0.7036201,0.523482,0.6978899,0.6847222,0.6902338,0.5234189,0.7036201,0.7036201,0.5234189,0.523482,0.6902338,0.5234189,0.6902338,0.6978899,null,1.2192508,0.6978899],[null,null,1.3070023,1.3012753,1.2971937,null,1.2433785,null,1.7389661,1.2433785,1.2971937,null,1.5671674,1.2433785,1.3012753,1.2411886,1.7389661,1.2383735,1.3070023,1.2433785,1.2433785,1.3070023,1.3012753,1.2383735,1.3070023,1.2383735,1.2411886,null,1.5671674,1.2411886],[null,null,1.5587062,1.5587384,1.558885,null,1.7596533,null,null,1.7596533,1.558885,null,2.3380258,1.7596533,1.5587384,1.7532352,1.7418457,1.7446609,1.5587062,1.7596533,1.7596533,1.5587062,1.5587384,1.7446609,1.5587062,1.7446609,1.7532352,null,2.3380258,1.7532352],[null,null,1.7533193,1.7509899,1.7494109,null,1.8590727,null,null,1.8590727,1.7494109,null,null,1.8590727,1.7509899,1.8539622,2.0507953,1.84718,1.7533193,1.8590727,1.8590727,1.7533193,1.7509899,1.84718,1.7533193,1.84718,1.8539622,null,2.3715124,1.8539622],[null,null,2.3915353,2.3869416,2.3837003,null,2.3932732,null,null,2.3932732,2.3837003,null,null,2.3932732,2.3869416,2.389825,2.7868359,2.3853071,2.3915353,2.3932732,2.3932732,2.3915353,2.3869416,2.3853071,2.3915353,2.3853071,2.389825,null,null,2.389825],[null,null,2.7967047,2.7947535,2.7934576,null,2.9286968,null,null,2.9286968,2.7934576,null,null,2.9286968,2.7947535,2.9230244,null,2.9154843,2.7967047,2.9286968,2.9286968,2.7967047,2.7947535,2.9154843,2.7967047,2.9154843,2.9230244,null,null,2.9230244],[null,null,2.4525215,2.4467308,2.4426161,null,null,null,null,2.4081329,2.4426161,null,null,2.4081329,2.4467308,2.4052794,null,2.4015788,2.4525215,2.4081329,2.4081329,2.4525215,2.4467308,2.4015788,2.4525215,2.4015788,2.4052794,null,null,2.4052794],[null,null,null,2.5054401,2.5019501,null,null,null,null,2.5111771,2.5019501,null,null,2.5111771,2.5054401,2.5074997,null,2.5026823,2.5103851,2.5111771,2.5111771,2.5103851,2.5054401,2.5026823,2.5103851,2.5026823,2.5074997,null,null,2.5074997],[null,null,null,2.9523841,2.9500689,null,null,null,null,null,2.9500689,null,null,3.0300259,2.9523841,3.0251738,null,3.0187563,2.9557292,3.0300259,3.0300259,2.9557292,2.9523841,3.0187563,2.9557292,3.0187563,3.0251738,null,null,3.0251738],[null,null,null,2.5826698,2.5785622,null,null,null,null,null,2.5785622,null,null,null,2.5826698,2.5519597,null,2.5477842,2.5884602,2.5551687,2.5551687,2.5884602,2.5826698,2.5477842,2.5884602,2.5477842,2.5519597,null,null,2.5519597],[null,null,null,3.0706072,3.0675274,null,null,null,null,null,3.0675274,null,null,null,3.0706072,3.1017858,null,3.0962103,null,3.1060228,3.1060228,3.0749975,3.0706072,3.0962103,3.0749975,3.0962103,3.1017858,null,null,3.1017858],[null,null,null,3.1625584,3.158884,null,null,null,null,null,3.158884,null,null,null,3.1625584,3.161373,null,3.1564523,null,null,3.1651314,3.1677618,3.1625584,3.1564523,3.1677618,3.1564523,3.161373,null,null,3.161373],[null,null,null,2.6434366,2.6398141,null,null,null,null,null,2.6398141,null,null,null,2.6434366,2.6453749,null,2.6403835,null,null,2.6491852,null,2.6434366,2.6403835,2.6485693,2.6403835,2.6453749,null,null,2.6453749],[null,null,null,2.7186082,2.7145048,null,null,null,null,null,2.7145048,null,null,null,2.7186082,2.6943429,null,2.6898825,null,null,null,null,2.7186082,2.6898825,2.7243984,2.6898825,2.6943429,null,null,2.6943429],[null,null,null,3.2124828,3.2092017,null,null,null,null,null,3.2092017,null,null,null,3.2124828,3.2377285,null,3.2321481,null,null,null,null,3.2124828,3.2321481,null,3.2321481,3.2377285,null,null,3.2377285],[null,null,null,2.7806843,2.7769775,null,null,null,null,null,2.7769775,null,null,null,2.7806843,null,null,2.7774434,null,null,null,null,2.7806843,2.7774434,null,2.7774434,2.7825455,null,null,2.7825455],[null,null,null,3.2949085,3.2911718,null,null,null,null,null,3.2911718,null,null,null,3.2949085,null,null,3.2899126,null,null,null,null,3.2949085,3.2899126,null,3.2899126,null,null,null,3.294974],[null,null,null,2.8502734,2.8461844,null,null,null,null,null,2.8461844,null,null,null,2.8502734,null,null,2.8263352,null,null,null,null,2.8502734,2.8263352,null,2.8263352,null,null,null,null],[null,null,null,null,3.3594803,null,null,null,null,null,3.3594803,null,null,null,3.3635966,null,null,3.3380497,null,null,null,null,3.3635966,3.3380497,null,3.3380497,null,null,null,null],[null,null,null,null,3.4178675,null,null,null,null,null,3.4178675,null,null,null,null,null,null,3.4165782,null,null,null,null,3.4216618,3.4165782,null,3.4165782,null,null,null,null],[null,null,null,null,2.9038125,null,null,null,null,null,2.9038125,null,null,null,null,null,null,2.903983,null,null,null,null,null,2.903983,null,2.903983,null,null,null,null],[null,null,null,null,3.4679136,null,null,null,null,null,3.4679136,null,null,null,null,null,null,null,null,null,null,null,null,3.4838883,null,3.4838883,null,null,null,null],[null,null,null,null,2.9664595,null,null,null,null,null,2.9664595,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.9500198,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,3.5383998,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.537818,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.0207535,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_Dopt_pc.json b/tests/fixtures/r/fsm_binary_Dopt_pc.json new file mode 100644 index 0000000..3100fb3 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_Dopt_pc.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"Dopt pc"},"z":[2,1,2,1,1,1,1,2,2,2,2,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2],"selected":[1,2,23,3,22,9,25,17,16,18,27,24,30,26,19,4,15,8,28,20,21,7,10,14,6,12,13,29,5,11],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.0927468,2.857486,0.9444591,0.7243886,1.3355357,1.4567083,3.9798399,1.3355357,0.9444591,0.7243886,0.7243886,1.3355357,2.857486,3.5127417,3.9798399,0.014574,0.0337901,0.4452749,0.4452749,0.0927468,4.7470586,0.014574,0.0927468,0.014574,3.5127417,1.4567083,0.7243886,3.5127417],[null,null,4.7470586,0.0337901,0.8143224,1.0467761,0.5163532,0.4452749,0.014574,0.5163532,0.8143224,1.0467761,1.0467761,0.5163532,0.0337901,0,0.014574,3.9798399,2.857486,1.4567083,1.4567083,4.7470586,null,3.9798399,4.7470586,3.9798399,0,0.4452749,1.0467761,0],[null,null,null,5.2286964,4.765484,4.8227599,4.7529136,4.765484,5.8404591,4.7529136,4.765484,4.8227599,4.8227599,4.7529136,5.2286964,5.5683647,5.8404591,6.6995466,5.8404591,4.9846142,4.9846142,7.3377829,null,6.6995466,7.3377829,6.6995466,5.5683647,4.765484,4.8227599,5.5683647],[null,null,null,5.8404591,4.7936785,4.7529136,4.9303921,4.9846142,6.6995466,4.9303921,4.7936785,4.7529136,4.7529136,4.9303921,5.8404591,6.3294114,6.6995466,5.8404591,5.2286964,4.765484,4.765484,null,null,5.8404591,6.3294114,5.8404591,6.3294114,4.9846142,4.7529136,6.3294114],[null,null,null,7.0778484,6.7697776,6.8700047,6.7011368,6.7000727,null,6.7011368,6.7697776,6.8700047,6.8700047,6.7011368,7.0778484,7.4054762,7.6757906,9.269518,8.2127537,7.10659,7.10659,null,null,9.269518,10.0420329,9.269518,7.4054762,6.7000727,6.8700047,7.4054762],[null,null,null,9.0412501,7.5184893,7.4146457,7.7605813,7.8462148,null,7.7605813,7.5184893,7.4146457,7.4146457,7.7605813,9.0412501,9.6796108,10.1539959,8.171363,7.6294022,7.3404981,7.3404981,null,null,8.171363,null,8.171363,9.6796108,7.8462148,7.4146457,9.6796108],[null,null,null,11.2681131,10.0813752,10.0441164,10.2276784,10.2877917,null,10.2276784,10.0813752,10.0441164,10.0441164,10.2276784,11.2681131,11.8371028,null,11.4430288,10.6795013,10.076954,10.076954,null,null,11.4430288,null,11.4430288,11.8371028,10.2877917,10.0441164,11.8371028],[null,null,null,10.9906258,10.1540289,10.1755946,10.2107617,10.2458839,null,10.2107617,10.1540289,10.1755946,10.1755946,10.2107617,10.9906258,null,null,12.0480517,11.1361293,10.2980025,10.2980025,null,null,12.0480517,null,12.0480517,11.4700452,10.2458839,10.1755946,11.4700452],[null,null,null,13.5229678,12.1302957,12.0651944,12.3227262,12.3965133,null,12.3227262,12.1302957,12.0651944,12.0651944,12.3227262,13.5229678,null,null,null,12.5817359,12.0593689,12.0593689,null,null,13.3107556,null,13.3107556,14.1556968,12.3965133,12.0651944,14.1556968],[null,null,null,12.5709213,11.8421505,11.8885861,11.8647468,11.8911484,null,11.8647468,11.8421505,11.8885861,11.8885861,11.8647468,12.5709213,null,null,null,13.0216435,12.0525948,12.0525948,null,null,14.0320344,null,14.0320344,null,11.8911484,11.8885861,13.033816],[null,null,null,15.2846604,14.06385,14.0324467,14.2076352,14.268424,null,14.2076352,14.06385,14.0324467,14.0324467,14.2076352,15.2846604,null,null,null,14.7602924,14.0805981,14.0805981,null,null,null,null,15.5998426,null,14.268424,14.0324467,15.881324],[null,null,null,15.1284728,14.157763,14.1683772,14.2375693,14.2805074,null,14.2375693,14.157763,14.1683772,14.1683772,14.2375693,15.1284728,null,null,null,15.1284728,14.2805074,14.2805074,null,null,null,null,16.0740193,null,14.2805074,14.1683772,null],[null,null,null,16.7546582,15.8815821,15.9122177,15.9329019,15.9683225,null,15.9329019,15.8815821,15.9122177,15.9122177,15.9329019,16.7546582,null,null,null,17.0017601,16.0568331,16.0568331,null,null,null,null,null,null,15.9683225,15.9122177,null],[null,null,null,17.5054584,16.1344563,16.0814392,16.3131517,16.3841115,null,16.3131517,16.1344563,16.0814392,16.0814392,16.3131517,17.5054584,null,null,null,null,16.098679,16.098679,null,null,null,null,null,null,16.3841115,16.0814392,null],[null,null,null,null,17.5148765,17.5095437,17.6225193,17.6739896,null,17.6225193,17.5148765,17.5095437,17.5095437,17.6225193,18.6187999,null,null,null,null,17.6009462,17.6009462,null,null,null,null,null,null,17.6739896,17.5095437,null],[null,null,null,null,17.0154883,17.0036782,17.1329939,17.1872161,null,17.1329939,17.0154883,17.0036782,17.0036782,17.1329939,null,null,null,null,null,17.0852179,17.0852179,null,null,null,null,null,null,17.1872161,17.0036782,null],[null,null,null,null,17.1920811,17.19572,17.287307,null,null,17.287307,17.1920811,17.19572,17.19572,17.287307,null,null,null,null,null,17.3020274,17.3020274,null,null,null,null,null,null,17.3355809,17.19572,null],[null,null,null,null,18.6192127,18.6520273,18.6700134,null,null,18.6700134,18.6192127,18.6520273,18.6520273,18.6700134,null,null,null,null,null,18.80276,18.80276,null,null,null,null,null,null,null,18.6520273,null],[null,null,null,null,17.3365662,17.3528451,17.4135632,null,null,17.4135632,17.3365662,17.3528451,17.3528451,17.4135632,null,null,null,null,null,null,17.4794171,null,null,null,null,null,null,null,17.3528451,null],[null,null,null,null,18.8032747,18.8223868,18.8759577,null,null,18.8759577,18.8032747,18.8223868,18.8223868,18.8759577,null,null,null,null,null,null,null,null,null,null,null,null,null,null,18.8223868,null],[null,null,null,null,17.4837917,17.488888,null,null,null,17.5786645,17.4837917,17.488888,17.488888,17.5786645,null,null,null,null,null,null,null,null,null,null,null,null,null,null,17.488888,null],[null,null,null,null,18.8759614,18.9033069,null,null,null,null,18.8759614,18.9033069,18.9033069,18.9369558,null,null,null,null,null,null,null,null,null,null,null,null,null,null,18.9033069,null],[null,null,null,null,18.9374655,18.9717778,null,null,null,null,18.9374655,18.9717778,18.9717778,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,18.9717778,null],[null,null,null,null,17.5802667,null,null,null,null,null,17.5802667,17.5940412,17.5940412,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,17.5940412,null],[null,null,null,null,18.9718459,null,null,null,null,null,18.9718459,null,19.0016253,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,19.0016253,null],[null,null,null,null,17.5965126,null,null,null,null,null,17.5965126,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,17.6072212,null],[null,null,null,null,19.0016421,null,null,null,null,null,19.0016421,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,17.6105923,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_constant.json b/tests/fixtures/r/fsm_binary_constant.json new file mode 100644 index 0000000..b2368b1 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_constant.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"constant"},"z":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30],"criteria":[[10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10]]} diff --git a/tests/fixtures/r/fsm_binary_k3.json b/tests/fixtures/r/fsm_binary_k3.json new file mode 100644 index 0000000..8668d13 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_k3.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[1,3,2,2,1,3,3,1,2,1,3,2,1,3,2,2,3,1,2,1,3,3,2,1,3,1,2,3,1,2],"args":{"s_function":"Dopt"},"z":[3,2,3,2,3,1,2,1,3,3,1,2,3,1,1,1,2,2,3,2,1,1,2,1,3,1,2,3,2,3],"selected":[8,28,2,4,15,5,3,11,23,22,1,18,6,9,7,20,10,14,12,16,13,19,17,24,25,21,27,30,26,29],"criteria":[[4254.2852884,6135.4896408,5303.7710538,5497.3915636,5425.8458787,3690.8630198,4996.5717693,7664.7786555,5738.8582501,4996.5717693,5425.8458787,3690.8630198,3690.8630198,4996.5717693,5497.3915636,4254.2852884,5738.8582501,4463.1092562,5572.0673722,4397.3766582,4397.3766582,5303.7710538,4772.9915039,4463.1092562,5303.7710538,4463.1092562,4254.2852884,7664.7786555,3690.8630198,4254.2852884],[4254.2852884,6135.4896408,5303.7710538,5497.3915636,5425.8458787,3690.8630198,4996.5717693,null,5738.8582501,4996.5717693,5425.8458787,3690.8630198,3690.8630198,4996.5717693,5497.3915636,4254.2852884,5738.8582501,4463.1092562,5572.0673722,4397.3766582,4397.3766582,5303.7710538,4772.9915039,4463.1092562,5303.7710538,4463.1092562,4254.2852884,7664.7786555,3690.8630198,4254.2852884],[4254.2852884,6135.4896408,5303.7710538,5497.3915636,5425.8458787,3690.8630198,4996.5717693,null,5738.8582501,4996.5717693,5425.8458787,3690.8630198,3690.8630198,4996.5717693,5497.3915636,4254.2852884,5738.8582501,4463.1092562,5572.0673722,4397.3766582,4397.3766582,5303.7710538,4772.9915039,4463.1092562,5303.7710538,4463.1092562,4254.2852884,null,3690.8630198,4254.2852884],[3229.5234829,null,3170.6705287,5494.4979572,3557.6253891,3321.2467448,4829.8500725,null,4812.4824492,4829.8500725,3557.6253891,3321.2467448,3321.2467448,4829.8500725,5494.4979572,3229.5234829,4812.4824492,4211.1044069,3266.9014736,4274.4898197,4274.4898197,3170.6705287,4772.9757332,4211.1044069,3170.6705287,4211.1044069,3229.5234829,null,3321.2467448,3229.5234829],[3936.2179164,null,5271.5752873,null,5273.3411733,3267.6592045,4968.7919097,null,5059.8867281,4968.7919097,5273.3411733,3267.6592045,3267.6592045,4968.7919097,5497.3455518,3936.2179164,5059.8867281,3920.4955058,3157.657046,2938.7586463,2938.7586463,5271.5752873,2865.309271,3920.4955058,5271.5752873,3920.4955058,3936.2179164,null,3267.6592045,3936.2179164],[3936.2179164,null,5271.5752873,null,5273.3411733,3267.6592045,4968.7919097,null,5059.8867281,4968.7919097,5273.3411733,3267.6592045,3267.6592045,4968.7919097,null,3936.2179164,5059.8867281,3920.4955058,3157.657046,2938.7586463,2938.7586463,5271.5752873,2865.309271,3920.4955058,5271.5752873,3920.4955058,3936.2179164,null,3267.6592045,3936.2179164],[3544.842967,null,5137.8024466,null,null,3255.9998352,3047.5681195,null,2619.8877472,3047.5681195,1.9992418,3255.9998352,3255.9998352,3047.5681195,null,3544.842967,2619.8877472,3624.5152355,2619.591872,1902.4314079,1902.4314079,5137.8024466,2440.1713556,3624.5152355,5137.8024466,3624.5152355,3544.842967,null,3255.9998352,3544.842967],[2531.6340668,null,null,null,null,3266.5864359,4193.2218213,null,2818.5647587,4193.2218213,5195.8656632,3266.5864359,3266.5864359,4193.2218213,null,2531.6340668,2818.5647587,3782.4271952,1672.615388,1672.2856513,1672.2856513,4651.6186463,2751.2549263,3782.4271952,4651.6186463,3782.4271952,2531.6340668,null,3266.5864359,2531.6340668],[1875.0635592,null,null,null,null,3318.864343,4071.1569967,null,2496.1932892,4071.1569967,null,3318.864343,3318.864343,4071.1569967,null,1875.0635592,2496.1932892,4082.8957466,1875.4852311,2996.9298616,2996.9298616,2495.9848657,4655.8325783,4082.8957466,2495.9848657,4082.8957466,1875.0635592,null,3318.864343,1875.0635592],[1931.4589723,null,null,null,null,3253.8408966,1932.1422621,null,884.869255,1932.1422621,null,3253.8408966,3253.8408966,1932.1422621,null,1931.4589723,884.869255,3529.7762392,884.9131965,883.8111224,883.8111224,4577.5786024,null,3529.7762392,4577.5786024,3529.7762392,1931.4589723,null,3253.8408966,1931.4589723],[3488.6923986,null,null,null,null,3255.977313,2036.9393615,null,2560.1213134,2036.9393615,null,3255.977313,3255.977313,2036.9393615,null,3488.6923986,2560.1213134,2036.2306926,2559.5172645,873.6201251,873.6201251,null,null,2036.2306926,2.9982493,2036.2306926,3488.6923986,null,3255.977313,3488.6923986],[null,null,null,null,null,3307.8834934,2309.5371846,null,1002.4054413,2309.5371846,null,3307.8834934,3307.8834934,2309.5371846,null,1001.6058695,1002.4054413,4000.2265553,1002.6051283,2309.075992,2309.075992,null,null,4000.2265553,1002.6050392,4000.2265553,1001.6058695,null,3307.8834934,1001.6058695],[null,null,null,null,null,3253.2337353,1448.7760662,null,366.0817947,1448.7760662,null,3253.2337353,3253.2337353,1448.7760662,null,1448.3904904,366.0817947,null,365.6006761,363.4827827,363.4827827,null,null,1448.5829866,3.9965078,1448.5829866,1448.3904904,null,3253.2337353,1448.3904904],[null,null,null,null,null,null,2002.8594122,null,2003.6583276,2002.8594122,null,2002.0595569,2002.0595569,2002.8594122,null,3.9954191,2003.6583276,null,2002.5934031,3.9955522,3.9955522,null,null,2001.7941329,3.9968382,2001.7941329,3.9954191,null,2002.0595569,3.9954191],[null,null,null,null,null,null,2310.1515761,null,null,2310.1515761,null,2309.2290221,2309.2290221,2310.1515761,null,3.9958712,3.9970997,null,3.9968949,2309.5368062,2309.5368062,null,null,3.9960043,3.9968129,3.9960043,3.9958712,null,2309.2290221,3.9958712],[null,null,null,null,null,null,null,null,null,1,null,2,2,1,null,1,1,null,1,3,3,null,null,1,1,1,1,null,2,1],[null,null,null,null,null,null,null,null,null,4,null,3,3,4,null,1,1,null,3,null,1,null,null,2,1,2,1,null,3,1],[null,null,null,null,null,null,null,null,null,null,null,1,1,1.2222222,null,1.2222222,1.2222222,null,1.2222222,null,0.5555556,null,null,1.2222222,1,1.2222222,1.2222222,null,1,1.2222222],[null,null,null,null,null,null,null,null,null,null,null,1,1,null,null,1,1,null,0.75,null,0.75,null,null,1,0.75,1,1,null,1,1],[null,null,null,null,null,null,null,null,null,null,null,null,0.8,null,null,1.2,1.2,null,0.95,null,0.55,null,null,1.2,0.95,1.2,1.2,null,0.8,1.2],[null,null,null,null,null,null,null,null,null,null,null,null,1.2,null,null,null,0.8,null,1.2,null,0.95,null,null,1.2,0.95,1.2,0.95,null,1.2,0.95],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.7272727,null,1.1818182,null,0.7272727,null,null,0.9090909,0.9090909,0.9090909,0.7272727,null,0.5454545,0.7272727],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.875,null,null,null,0.625,null,null,0.875,0.75,0.875,0.875,null,0.5,0.875],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.5454545,null,null,1.1818182,0.9090909,1.1818182,0.5454545,null,0.6363636,0.5454545],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.6666667,null,null,null,0.875,0.6666667,0.6666667,null,0.5416667,0.6666667],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.5416667,null,null,null,null,0.5416667,0.5416667,null,0.5,0.5416667],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.8,0.8666667,null,0.4666667,0.8666667],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.5333333,null,null,0.5333333,0.6666667],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.5405405,null,null,0.4594595,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.4285714,null]]} diff --git a/tests/fixtures/r/fsm_binary_marginal_var_sum.json b/tests/fixtures/r/fsm_binary_marginal_var_sum.json new file mode 100644 index 0000000..7b088ec --- /dev/null +++ b/tests/fixtures/r/fsm_binary_marginal_var_sum.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"marginal var sum"},"z":[2,1,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,2,1,1,1,2,2,1,2,2,2,1],"selected":[1,2,16,3,4,5,8,19,6,7,22,28,9,15,25,23,18,10,24,17,27,26,11,30,14,20,21,12,13,29],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,2.0138889,6.2702286,2.175,6.2027778,4.1888889,4.0952286,4.2563397,4.1888889,2.175,6.2027778,6.2027778,4.1888889,6.2702286,8.2841175,4.2563397,4.0277778,2.0138889,4.1888889,4.1888889,2.0138889,6.2702286,4.0277778,2.0138889,4.0277778,8.2841175,4.0952286,6.2027778,8.2841175],[null,null,6.2702286,2.0138889,6.1091175,2.0813397,4.0952286,4.1888889,4.0277778,4.0952286,6.1091175,2.0813397,2.0813397,4.0952286,2.0138889,null,4.0277778,4.2563397,6.2702286,4.0952286,4.0952286,6.2702286,2.0138889,4.2563397,6.2702286,4.2563397,0,4.1888889,2.0813397,0],[null,null,null,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,null,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745,5.522745],[null,null,null,null,5.522745,4.1801524,5.522745,5.522745,5.522745,5.522745,5.522745,4.1801524,4.1801524,5.522745,4.1801524,null,5.522745,4.1801524,5.522745,4.1801524,4.1801524,4.1801524,5.522745,4.1801524,4.1801524,4.1801524,4.1801524,5.522745,4.1801524,4.1801524],[null,null,null,null,null,4.4777069,4.813355,5.522745,4.8245968,4.813355,4.4777069,4.4777069,4.4777069,4.813355,4.4889487,null,4.8245968,4.8402069,5.175855,4.1420587,4.1420587,4.5045587,5.160245,4.8402069,4.5045587,4.8402069,4.8245968,5.522745,4.4777069,4.8245968],[null,null,null,null,null,4.8245968,5.160245,null,4.4777069,5.160245,4.8245968,4.8245968,4.8245968,5.160245,4.1420587,null,4.4777069,5.1870968,5.522745,4.4889487,4.4889487,4.8514487,4.813355,5.1870968,4.8514487,5.1870968,4.4777069,5.175855,4.8245968,4.4777069],[null,null,null,null,null,4.9704705,4.9704705,null,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,null,4.9704705,4.9704705,null,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705],[null,null,null,null,null,null,4.9704705,null,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,null,4.9704705,4.9704705,null,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705,4.9704705],[null,null,null,null,null,null,null,null,4.6912112,4.418196,4.5524553,4.5524553,4.5524553,4.418196,4.8254705,null,4.6912112,4.6974553,null,4.6867145,4.6867145,4.8317145,4.556952,4.6974553,4.8317145,4.6974553,4.6912112,4.701952,4.5524553,4.6912112],[null,null,null,null,null,null,null,null,4.8254705,4.5524553,4.6867145,4.418196,4.418196,4.5524553,4.6912112,null,4.8254705,4.563196,null,4.5524553,4.5524553,null,4.6912112,4.563196,4.6974553,4.563196,4.556952,4.8362112,4.418196,4.556952],[null,null,null,null,null,null,null,null,4.7337814,4.5419825,4.7337814,4.5419825,4.5419825,4.5419825,4.7337814,null,4.7337814,4.5419825,null,4.7337814,4.7337814,null,4.5419825,4.5419825,4.7337814,4.5419825,4.5419825,null,4.5419825,4.5419825],[null,null,null,null,null,null,null,null,null,4.5355586,4.5355586,4.5355586,4.5355586,4.5355586,4.7337814,null,4.7337814,4.5355586,null,4.5355586,4.5355586,null,4.7337814,4.5355586,4.5355586,4.5355586,4.7337814,null,4.5355586,4.7337814],[null,null,null,null,null,null,null,null,null,4.5122536,4.5841782,4.5841782,4.5841782,4.5122536,null,null,4.5098447,4.6618568,null,4.6561029,4.6561029,null,4.4379201,4.6618568,4.7337814,4.6618568,4.5098447,null,4.5841782,4.5098447],[null,null,null,null,null,null,null,null,null,4.5817693,4.5098447,4.5098447,4.5098447,4.5817693,null,null,4.5841782,4.5875233,null,4.4379201,4.4379201,null,4.6561029,4.5875233,null,4.5875233,4.5841782,null,4.5098447,4.5841782],[null,null,null,null,null,null,null,null,null,4.4814542,4.4814542,4.4814542,4.4814542,4.4814542,null,null,4.4814542,4.6022875,null,4.4814542,4.4814542,null,null,4.6022875,null,4.6022875,4.4814542,null,4.4814542,4.4814542],[null,null,null,null,null,null,null,null,null,4.6022875,4.6022875,4.6022875,4.6022875,4.6022875,null,null,4.6022875,null,null,4.6022875,4.6022875,null,null,4.6022875,null,4.6022875,4.6022875,null,4.6022875,4.6022875],[null,null,null,null,null,null,null,null,null,null,4.4629491,4.4629491,4.4629491,4.418196,null,null,4.5092011,null,null,4.5077022,4.5077022,null,null,4.5112824,null,4.5112824,4.5092011,null,4.4629491,4.5092011],[null,null,null,null,null,null,null,null,null,null,4.5077022,4.418196,4.418196,4.4629491,null,null,4.5539542,null,null,4.4629491,4.4629491,null,null,null,null,4.4665293,4.464448,null,4.418196,4.464448],[null,null,null,null,null,null,null,null,null,null,4.4429245,4.3696921,4.3696921,4.3696921,null,null,null,null,null,4.4429245,4.4429245,null,null,null,null,4.3696921,4.4453772,null,4.3696921,4.4453772],[null,null,null,null,null,null,null,null,null,null,4.4395186,4.4395186,4.4395186,4.4395186,null,null,null,null,null,4.4395186,4.4395186,null,null,null,null,4.5186095,null,null,4.4395186,4.4395186],[null,null,null,null,null,null,null,null,null,null,4.4236061,4.3015522,4.3015522,4.3320657,null,null,null,null,null,4.3930926,4.3930926,null,null,null,null,null,null,null,4.3015522,4.3330877],[null,null,null,null,null,null,null,null,null,null,null,4.3930926,4.3930926,4.4236061,null,null,null,null,null,4.4236061,4.4236061,null,null,null,null,null,null,null,4.3930926,4.4246281],[null,null,null,null,null,null,null,null,null,null,null,4.3016331,4.3016331,4.3532712,null,null,null,null,null,4.3532712,4.3532712,null,null,null,null,null,null,null,4.3016331,null],[null,null,null,null,null,null,null,null,null,null,null,4.2999036,4.2999036,null,null,null,null,null,null,4.3515417,4.3515417,null,null,null,null,null,null,null,4.2999036,null],[null,null,null,null,null,null,null,null,null,null,null,4.2315492,4.2315492,null,null,null,null,null,null,null,4.2979411,null,null,null,null,null,null,null,4.2315492,null],[null,null,null,null,null,null,null,null,null,null,null,4.2293255,4.2293255,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.2293255,null],[null,null,null,null,null,null,null,null,null,null,null,null,4.1775461,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1775461,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.098257,null]]} diff --git a/tests/fixtures/r/fsm_binary_max_average.json b/tests/fixtures/r/fsm_binary_max_average.json new file mode 100644 index 0000000..c12c215 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_max_average.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"max average"},"z":[2,1,2,1,2,1,1,2,2,2,1,2,1,1,1,2,1,2,2,1,2,1,2,1,2,1,1,1,2,2],"selected":[8,28,2,9,17,3,19,22,25,4,15,23,5,11,18,24,26,1,16,27,30,7,10,14,20,21,6,12,13,29],"criteria":[[-0.25215,0.7626664,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,0.7709994,0.7513162,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,0.7513162,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,0.7709994,-0.7622162,-0.25215],[-0.25215,0.7626664,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,null,0.7513162,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,0.7513162,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,0.7709994,-0.7622162,-0.25215],[-0.25215,0.7626664,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,null,0.7513162,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,0.7513162,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,null,0.7513162,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,0.7513162,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,0.7513162,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,0.2609333,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,0.2609333,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,0.2609333,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,0.2495831,-0.2407998,0.2609333,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,0.2495831,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,0.2495831,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,0.2495831,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,0.2495831,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,0.2495831,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,0.24125,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,null,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,0.24125,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,null,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,-0.2407998,null,-0.2604831,-0.2604831,null,null,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,null,null,-0.2604831,-0.2604831,null,null,-0.2407998,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,null,null,-0.2604831,-0.2604831,null,null,null,null,-0.2407998,-0.25215,null,-0.7622162,-0.25215],[-0.25215,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,-0.25215,null,-0.7622162,-0.25215],[null,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,-0.25215,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,-0.25215,null,-0.7622162,-0.25215],[null,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,-0.25215,null,-0.7622162,-0.25215],[null,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,null,null,-0.7622162,-0.25215],[null,null,null,null,null,-0.7622162,-0.2604831,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,-0.7622162,null,null,null,-0.2604831,null,-0.7622162,-0.7622162,-0.2604831,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,-0.7622162,null,null,null,null,null,-0.7622162,-0.7622162,-0.2604831,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,-0.7622162,null,null,null,null,null,-0.7622162,-0.7622162,null,null,null,null,null,null,-0.2604831,-0.2604831,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,-0.7622162,null,null,null,null,null,-0.7622162,-0.7622162,null,null,null,null,null,null,null,-0.2604831,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,-0.7622162,null,null,null,null,null,-0.7622162,-0.7622162,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,null,null,null,null,null,null,-0.7622162,-0.7622162,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,null,null,null,null,null,null,null,-0.7622162,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7622162,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7622162,null]]} diff --git a/tests/fixtures/r/fsm_binary_max_pc.json b/tests/fixtures/r/fsm_binary_max_pc.json new file mode 100644 index 0000000..8130dbc --- /dev/null +++ b/tests/fixtures/r/fsm_binary_max_pc.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"max pc"},"z":[2,1,2,1,2,1,2,1,1,2,1,2,2,1,2,1,1,1,2,2,1,1,2,2,2,1,2,1,1,2],"selected":[23,9,17,1,16,27,30,4,15,8,28,7,10,14,5,11,6,12,13,29,20,21,19,2,18,24,26,3,22,25],"criteria":[[1.3062125,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,1.4769401,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,1.3062125,1.4769401,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,1.7369022,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[1.3062125,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,1.4769401,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,1.3062125,1.4769401,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[1.3062125,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,1.3062125,1.4769401,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[1.3062125,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,1.3062125,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[null,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,1.3062125,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[null,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,1.3062125,0.362523,-0.1406988,1.3062125],[null,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,0.362523,-0.1406988,1.3062125],[null,-1.3443504,-1.77504,1.0462504,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,0.362523,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,1.0462504,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,0.362523,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,0.2899909,0.362523,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,0.362523,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,0.2899909,null,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,0.362523,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,0.2899909,null,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,null,null,null,0.2899909,0.0300288,-0.1406988,-0.1406988,0.2899909,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,null,null,null,null,0.0300288,-0.1406988,-0.1406988,0.2899909,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,0.0300288,-0.1406988,null,null,null,null,0.0300288,-0.1406988,-0.1406988,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,-0.1406988,null,null,null,null,0.0300288,-0.1406988,-0.1406988,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,-0.1406988,null,null,null,null,null,-0.1406988,-0.1406988,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,-0.1406988,-0.1406988,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,-0.1406988,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,-0.1406988,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,-1.0843883,-0.4006609,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,-1.0843883,null,-0.4006609,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,-1.0843883,null,null,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,-1.3443504,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,null,null,null,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,null,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.515078,null,null,null,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,null,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.77504,null,-1.515078,-1.77504,-1.515078,null,null,null,null],[null,null,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.77504,null,null,-1.77504,-1.515078,null,null,null,null],[null,null,-1.77504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.77504,null,null,-1.77504,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.77504,null,null,-1.77504,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.77504,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_min_average.json b/tests/fixtures/r/fsm_binary_min_average.json new file mode 100644 index 0000000..d10e8f2 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_min_average.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"min average"},"z":[1,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,1,2,2,2,2],"selected":[6,12,13,29,7,10,14,20,21,1,16,27,30,18,24,26,5,11,4,15,23,3,19,22,25,9,17,2,8,28],"criteria":[[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,0.7622162,0.2604831,-0.7709994,-0.7513162,0.2604831,-0.24125,0.7622162,0.7622162,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,0.7622162,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,0.2604831,-0.7709994,-0.7513162,0.2604831,-0.24125,0.7622162,0.7622162,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,0.7622162,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,0.2604831,-0.7709994,-0.7513162,0.2604831,-0.24125,null,0.7622162,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,0.7622162,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,0.2604831,-0.7709994,-0.7513162,0.2604831,-0.24125,null,null,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,0.7622162,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,0.2604831,-0.7709994,-0.7513162,0.2604831,-0.24125,null,null,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,0.2604831,-0.24125,null,null,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,0.2604831,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,0.2604831,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,null,0.2604831,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[0.25215,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,0.25215,-0.7513162,0.2407998,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,0.2407998,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,0.25215,-0.7709994,null,0.25215],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,0.2407998,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,null,-0.7709994,null,0.25215],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,0.2407998,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,0.2407998,-0.2609333,0.2407998,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,0.2407998,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,-0.2495831,-0.24125,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,-0.2495831,null,null,null,-0.7709994,-0.7513162,null,-0.24125,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,-0.2495831,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,-0.2495831,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,-0.2495831,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,-0.2609333,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,null,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,-0.2609333,null,null,-0.2609333,null,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,null,null,null,-0.2609333,null,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,null,null,null,null,null,null,-0.2609333,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,-0.7513162,null,null,null,null,null,null,null,-0.7513162,null,null,null,null,null,null,null,null,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,null,null,null,null,null,null,null,null,-0.7513162,null,null,null,null,null,null,null,null,null,null,-0.7709994,null,null],[null,-0.7626664,null,null,null,null,null,-0.7709994,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7709994,null,null],[null,null,null,null,null,null,null,-0.7709994,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7709994,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7709994,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_min_pc.json b/tests/fixtures/r/fsm_binary_min_pc.json new file mode 100644 index 0000000..3f8c475 --- /dev/null +++ b/tests/fixtures/r/fsm_binary_min_pc.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"min pc"},"z":[1,2,2,1,2,1,1,1,2,2,1,2,2,2,2,1,1,2,1,2,1,1,2,1,1,2,2,2,1,1],"selected":[3,22,25,18,24,26,2,19,20,21,6,12,13,29,5,11,7,10,14,8,28,4,15,1,16,27,30,9,17,23],"criteria":[[-1.3062125,1.3443504,1.77504,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,1.515078,1.0843883,0.4006609,0.4006609,1.77504,-1.7369022,1.515078,1.77504,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,1.515078,1.0843883,0.4006609,0.4006609,1.77504,-1.7369022,1.515078,1.77504,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,1.515078,1.0843883,0.4006609,0.4006609,null,-1.7369022,1.515078,1.77504,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,1.515078,1.0843883,0.4006609,0.4006609,null,-1.7369022,1.515078,null,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,1.0843883,0.4006609,0.4006609,null,-1.7369022,1.515078,null,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,1.0843883,0.4006609,0.4006609,null,-1.7369022,null,null,1.515078,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,1.3443504,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,1.0843883,0.4006609,0.4006609,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,1.0843883,0.4006609,0.4006609,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,0.4006609,0.4006609,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,0.4006609,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,0.1406988,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,0.1406988,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,null,0.1406988,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,0.1406988,-1.3062125],[-1.3062125,null,null,-1.0462504,-0.0300288,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,-0.0300288,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,-0.2899909,-0.362523,-1.4769401,-0.2899909,null,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,null,-0.362523,-1.4769401,-0.2899909,null,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,null,-0.362523,-1.4769401,null,null,null,null,-0.2899909,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,null,-0.362523,-1.4769401,null,null,null,null,null,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,null,null,-1.4769401,null,null,null,null,null,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,-0.362523,null,-1.3062125],[-1.3062125,null,null,-1.0462504,null,null,null,null,-1.4769401,null,null,null,null,null,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,null,null,-1.3062125],[-1.3062125,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,-1.0462504,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,null,null,-1.3062125],[-1.3062125,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,null,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,null,null,-1.3062125],[null,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,null,-1.3062125,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,null,null,-1.3062125],[null,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,-1.3062125,null,null,-1.3062125],[null,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,null,null,null,-1.3062125],[null,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4769401,null,null,null,null,null,-1.7369022,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.7369022,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_binary_negative_Dopt.json b/tests/fixtures/r/fsm_binary_negative_Dopt.json new file mode 100644 index 0000000..ce638dc --- /dev/null +++ b/tests/fixtures/r/fsm_binary_negative_Dopt.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2],"args":{"s_function":"negative Dopt"},"z":[2,2,1,1,1,2,1,1,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,1,2,2,2,2,1],"selected":[6,12,13,29,20,21,1,16,27,30,4,15,23,7,10,14,5,11,9,17,18,24,26,3,22,19,25,2,8,28],"criteria":[[-4254.2852884,-6135.4896408,-5303.7710538,-5497.3915636,-5425.8458787,-3690.8630198,-4996.5717693,-7664.7786555,-5738.8582501,-4996.5717693,-5425.8458787,-3690.8630198,-3690.8630198,-4996.5717693,-5497.3915636,-4254.2852884,-5738.8582501,-4463.1092562,-5572.0673722,-4397.3766582,-4397.3766582,-5303.7710538,-4772.9915039,-4463.1092562,-5303.7710538,-4463.1092562,-4254.2852884,-7664.7786555,-3690.8630198,-4254.2852884],[-4254.2852884,-6135.4896408,-5303.7710538,-5497.3915636,-5425.8458787,null,-4996.5717693,-7664.7786555,-5738.8582501,-4996.5717693,-5425.8458787,-3690.8630198,-3690.8630198,-4996.5717693,-5497.3915636,-4254.2852884,-5738.8582501,-4463.1092562,-5572.0673722,-4397.3766582,-4397.3766582,-5303.7710538,-4772.9915039,-4463.1092562,-5303.7710538,-4463.1092562,-4254.2852884,-7664.7786555,-3690.8630198,-4254.2852884],[-3511.2262815,-5521.1259901,-5302.8836909,-5495.5178326,-5357.4210105,null,-3634.9703168,-6786.038909,-5103.1526108,-3634.9703168,-5357.4210105,null,-0.9997291,-3634.9703168,-5495.5178326,-3511.2262815,-5103.1526108,-3696.5973075,-5557.3095473,-3365.9203635,-3365.9203635,-5302.8836909,-4761.3310003,-3696.5973075,-5302.8836909,-3696.5973075,-3511.2262815,-6786.038909,-0.9997291,-3511.2262815],[-3511.2262815,-5521.1259901,-5302.8836909,-5495.5178326,-5357.4210105,null,-3634.9703168,-6786.038909,-5103.1526108,-3634.9703168,-5357.4210105,null,null,-3634.9703168,-5495.5178326,-3511.2262815,-5103.1526108,-3696.5973075,-5557.3095473,-3365.9203635,-3365.9203635,-5302.8836909,-4761.3310003,-3696.5973075,-5302.8836909,-3696.5973075,-3511.2262815,-6786.038909,-0.9997291,-3511.2262815],[-3511.2262815,-5521.1259901,-5302.8836909,-5495.5178326,-5357.4210105,null,-3634.9703168,-6786.038909,-5103.1526108,-3634.9703168,-5357.4210105,null,null,-3634.9703168,-5495.5178326,-3511.2262815,-5103.1526108,-3696.5973075,-5557.3095473,-3365.9203635,-3365.9203635,-5302.8836909,-4761.3310003,-3696.5973075,-5302.8836909,-3696.5973075,-3511.2262815,-6786.038909,null,-3511.2262815],[-3511.2262815,-5521.1259901,-5302.8836909,-5495.5178326,-5357.4210105,null,-3634.9703168,-6786.038909,-5103.1526108,-3634.9703168,-5357.4210105,null,null,-3634.9703168,-5495.5178326,-3511.2262815,-5103.1526108,-3696.5973075,-5557.3095473,null,-3365.9203635,-5302.8836909,-4761.3310003,-3696.5973075,-5302.8836909,-3696.5973075,-3511.2262815,-6786.038909,null,-3511.2262815],[-3369.9220004,-4699.0290396,-3468.4048376,-3371.5173732,-3435.9418882,null,-3435.1167727,-5087.9255482,-4083.7298862,-3435.1167727,-3435.9418882,null,null,-3435.1167727,-3371.5173732,-3369.9220004,-4083.7298862,-3467.2560595,-4698.5532705,null,null,-3468.4048376,-4082.8075224,-3467.2560595,-3468.4048376,-3467.2560595,-3369.9220004,-5087.9255482,null,-3369.9220004],[null,-4699.0290396,-3468.4048376,-3371.5173732,-3435.9418882,null,-3435.1167727,-5087.9255482,-4083.7298862,-3435.1167727,-3435.9418882,null,null,-3435.1167727,-3371.5173732,-3369.9220004,-4083.7298862,-3467.2560595,-4698.5532705,null,null,-3468.4048376,-4082.8075224,-3467.2560595,-3468.4048376,-3467.2560595,-3369.9220004,-5087.9255482,null,-3369.9220004],[null,-4040.2527044,-3463.9726559,-9.9808985,-2887.0803133,null,-2887.5391891,-4041.4824472,-2889.9955244,-2887.5391891,-2887.0803133,null,null,-2887.5391891,-9.9808985,null,-2889.9955244,-3462.5900878,-4041.3258477,null,null,-3463.9726559,-2886.4655953,-3462.5900878,-3463.9726559,-3462.5900878,-3.995258,-4041.4824472,null,-3.995258],[null,-4040.2527044,-3463.9726559,-9.9808985,-2887.0803133,null,-2887.5391891,-4041.4824472,-2889.9955244,-2887.5391891,-2887.0803133,null,null,-2887.5391891,-9.9808985,null,-2889.9955244,-3462.5900878,-4041.3258477,null,null,-3463.9726559,-2886.4655953,-3462.5900878,-3463.9726559,-3462.5900878,null,-4041.4824472,null,-3.995258],[null,-4040.2112949,-3464.5762949,-9.9792952,-2887.2884895,null,-2887.8626979,-4041.4609709,-2890.4526766,-2887.8626979,-2887.2884895,null,null,-2887.8626979,-9.9792952,null,-2890.4526766,-3462.8488608,-4041.5531272,null,null,-3464.5762949,-2886.0407947,-3462.8488608,-3464.5762949,-3462.8488608,null,-4041.4609709,null,null],[null,-4040.2112949,-3464.5762949,null,-2887.2884895,null,-2887.8626979,-4041.4609709,-2890.4526766,-2887.8626979,-2887.2884895,null,null,-2887.8626979,-9.9792952,null,-2890.4526766,-3462.8488608,-4041.5531272,null,null,-3464.5762949,-2886.0407947,-3462.8488608,-3464.5762949,-3462.8488608,null,-4041.4609709,null,null],[null,-4040.2513916,-3463.554721,null,-2887.3433856,null,-2886.4792915,-4042.0380074,-2887.1900888,-2886.4792915,-2887.3433856,null,null,-2886.4792915,null,null,-2887.1900888,-3462.4023077,-4039.7327393,null,null,-3463.554721,-2886.3254189,-3462.4023077,-3463.554721,-3462.4023077,null,-4042.0380074,null,null],[null,-4040.2513916,-3463.554721,null,-2887.3433856,null,-2886.4792915,-4042.0380074,-2887.1900888,-2886.4792915,-2887.3433856,null,null,-2886.4792915,null,null,-2887.1900888,-3462.4023077,-4039.7327393,null,null,-3463.554721,null,-3462.4023077,-3463.554721,-3462.4023077,null,-4042.0380074,null,null],[null,-3007.4431611,-3002.4471214,null,-16.8598726,null,null,-3004.3119944,-12.2146318,-11.6323702,-16.8598726,null,null,-11.6323702,null,null,-12.2146318,-3002.7924454,-3004.3063017,null,null,-3002.4471214,null,-3002.7924454,-3002.4471214,-3002.7924454,null,-3004.3119944,null,null],[null,-3006.3286253,-3003.1912016,null,-12.2146311,null,null,-3008.7748454,-16.8600186,null,-12.2146311,null,null,-6.9830672,null,null,-16.8600186,-3003.5354213,-3003.1900111,null,null,-3003.1912016,null,-3003.5354213,-3003.1912016,-3003.5354213,null,-3008.7748454,null,null],[null,-3005.7997119,-3003.0089596,null,-9.9770722,null,null,-3008.5953485,-15.2902504,null,-9.9770722,null,null,null,null,null,-15.2902504,-3003.4040828,-3002.210572,null,null,-3003.0089596,null,-3003.4040828,-3003.0089596,-3003.4040828,null,-3008.5953485,null,null],[null,-3005.9071141,-3002.3175304,null,null,null,null,-3004.7151221,-10.9763998,null,-10.9759743,null,null,null,null,null,-10.9763998,-3002.7142231,-3002.3177433,null,null,-3002.3175304,null,-3002.7142231,-3002.3175304,-3002.7142231,null,-3004.7151221,null,null],[null,-3003.2363217,-3002.4557924,null,null,null,null,-3005.294281,-7.5686932,null,null,null,null,null,null,null,-7.5686932,-3001.9111095,-3002.4560052,null,null,-3002.4557924,null,-3001.9111095,-3002.4557924,-3001.9111095,null,-3005.294281,null,null],[null,-3003.2957468,-3003.2944308,null,null,null,null,-3009.5786294,null,null,null,null,null,null,null,null,-10.9766659,-3002.3953301,-3002.3969452,null,null,-3003.2944308,null,-3002.3953301,-3003.2944308,-3002.3953301,null,-3009.5786294,null,null],[null,-3002.7290474,-3002.7281825,null,null,null,null,-3005.1256542,null,null,null,null,null,null,null,null,null,-3001.3016953,-3002.7284487,null,null,-3002.7281825,null,-3001.3016953,-3002.7281825,-3001.3016953,null,-3005.1256542,null,null],[null,-3002.6843362,-3003.4810422,null,null,null,null,-3007.7734275,null,null,null,null,null,null,null,null,null,null,-3002.5834681,null,null,-3003.4810422,null,-3001.3852836,-3003.4810422,-3001.3852836,null,-3007.7734275,null,null],[null,-1.7142857,-1.4285714,null,null,null,null,-1.8285714,null,null,null,null,null,null,null,null,null,null,-1.4285714,null,null,-1.4285714,null,null,-1.4285714,null,null,-1.8285714,null,null],[null,-1.7166667,-1.45,null,null,null,null,-2.2,null,null,null,null,null,null,null,null,null,null,-1.4666667,null,null,-1.45,null,null,-1.45,null,null,-2.2,null,null],[null,-0.9727891,null,null,null,null,null,-1.9387755,null,null,null,null,null,null,null,null,null,null,-1.1360544,null,null,-0.5918367,null,null,-0.5918367,null,null,-1.9387755,null,null],[null,-1.2142857,null,null,null,null,null,-1.3285714,null,null,null,null,null,null,null,null,null,null,-0.9285714,null,null,null,null,null,-0.9285714,null,null,-1.3285714,null,null],[null,-0.7820513,null,null,null,null,null,-1.8717949,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.3717949,null,null,-1.8717949,null,null],[null,-0.8333333,null,null,null,null,null,-0.8814815,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.8814815,null,null],[null,null,null,null,null,null,null,-1.8411215,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.8411215,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7737374,null,null]]} diff --git a/tests/fixtures/r/fsm_collinear_dopt.json b/tests/fixtures/r/fsm_collinear_dopt.json new file mode 100644 index 0000000..e0f26d2 --- /dev/null +++ b/tests/fixtures/r/fsm_collinear_dopt.json @@ -0,0 +1 @@ +{"dataset":"collinear","som":[2,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2],"args":{"s_function":"Dopt"},"error":"system is computationally singular: reciprocal condition number = 2.39389e-17"} diff --git a/tests/fixtures/r/fsm_collinear_qinit.json b/tests/fixtures/r/fsm_collinear_qinit.json new file mode 100644 index 0000000..4b652d4 --- /dev/null +++ b/tests/fixtures/r/fsm_collinear_qinit.json @@ -0,0 +1 @@ +{"dataset":"collinear","som":[2,1,2,1,2,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,2,1],"args":{"s_function":"Dopt","Q_initial":[[1,0,0,0],[0,1,0,0],[0,0,1,0],[0,0,0,1]]},"z":[2,1,2,1,1,2,1,2,2,1,2,2,2,2,1,2,1,1,1,2,2,1,2,1,1,2,1,1,2,1],"selected":[23,25,8,27,1,24,18,29,11,4,16,17,7,20,19,6,30,13,2,14,15,21,9,28,26,5,10,3,12,22],"criteria":[[133566.712613,66744.2805161,33843.4282604,236383.0477532,40958.6714345,70149.2629297,82386.4703992,187447.1982426,91683.4036598,39173.716549,213012.0776813,33582.4868589,100183.1272767,84819.5318299,52125.4747851,125859.80798,176014.2905086,101957.0842243,90196.4826772,127763.2479374,70675.0387007,30025.8059463,379180.332596,166560.7356284,305694.4712557,48639.7083158,141942.9680343,60749.5563534,139584.9039888,79096.6750639],[133566.712613,66744.2805161,33843.4282604,236383.0477532,40958.6714345,70149.2629297,82386.4703992,187447.1982426,91683.4036598,39173.716549,213012.0776813,33582.4868589,100183.1272767,84819.5318299,52125.4747851,125859.80798,176014.2905086,101957.0842243,90196.4826772,127763.2479374,70675.0387007,30025.8059463,null,166560.7356284,305694.4712557,48639.7083158,141942.9680343,60749.5563534,139584.9039888,79096.6750639],[107357.2345387,66236.5044042,22779.2495023,39411.9753053,34876.2502578,55323.6007564,77501.8959068,146708.0006956,44618.6836154,38802.8614161,140778.1050662,33548.6003236,85713.3669231,15214.3198716,48482.8825498,103892.6642116,81680.8980697,101359.6664166,89739.7779889,109374.2280136,51130.2371412,27209.848049,null,75941.0677555,null,48210.8610611,132972.0235789,52442.4229499,113601.1162999,77263.5077523],[133327.1157319,47593.710803,25954.9149401,7729.4263267,40462.5321341,70044.9076651,79361.2142427,null,9339.5588072,37870.7510593,89679.131261,33148.3301495,36339.0048926,14810.1130731,51780.8473882,38294.4148868,96039.4133014,82906.5482794,62188.421434,74583.2238778,55664.9380224,26541.5949802,null,98637.5903028,null,46861.0949401,133420.3765085,48166.3325718,39575.2072807,73730.5847786],[105677.914697,64699.2190392,10927.8533468,25429.2114772,3637.570483,10.1738989,315.4601149,null,40510.5874365,10996.9816027,1061.752298,23676.6869291,74172.738573,15075.2704548,1173.0445371,83778.3771992,23513.2476965,94436.0148643,83165.5084368,305.5276272,20799.8426469,16926.8938572,null,29391.3029984,null,2768.9020608,null,10126.7394408,88594.738717,58.6658577],[null,44174.4156056,9056.9524171,850.9239956,7140.2606743,1018.6562182,2274.176409,null,9009.6271656,22949.3713466,51333.4939764,29188.8625115,30764.1267814,1092.838004,6231.0069978,29469.5197889,93962.5000516,66996.3715021,52144.0005931,25167.5736491,51210.4781283,17410.1059636,null,98072.7996591,null,11311.483862,null,33025.9034375,28922.0194853,4246.3457486],[null,2.3268189,1.004726,2.4073909,1.1004086,1.6579271,1.7864989,null,1.612455,1.1138078,2.4231005,1.2517076,2.5054279,1.3403654,1.2553332,2.8223788,2.8901475,3.5107253,2.9594304,1.7840993,1.6819182,1.0530489,null,null,null,1.1613108,null,1.3222232,2.9890793,1.6552238],[null,2.0050397,1.0031329,2.6777443,1.1311974,1.5986932,1.8986723,null,1.8774565,1.1037031,2.9727513,1.1012562,2.58875,1.3542326,1.33815,3.0489595,2.1243673,null,2.5599792,2.2871548,1.3557152,1.0204485,null,null,null,1.2760598,null,1.3061494,3.2906977,1.8401838],[null,1.4014025,1.1198997,2.2385863,1.464565,2.127991,2.4926798,null,1.3093049,1.3704534,3.8409401,1.1282453,1.6637846,1.2423273,1.7811248,1.9405231,2.785406,null,1.7252646,2.9785254,1.6688455,1.0759956,null,null,null,1.6912323,null,1.6975088,null,2.4217825],[null,1.4704634,1.1471644,3.0182378,1.4123292,2.1942548,2.3564305,null,1.4406277,1.1886406,null,1.0527566,1.6812692,1.627319,1.6605228,1.9335775,2.784007,null,1.8340058,2.3416845,1.5244311,1.0275178,null,null,null,1.4895398,null,1.4232988,null,2.1997092],[null,1.7030074,1.076257,null,1.2361118,1.8478442,2.0112389,null,1.6359584,1.0607398,null,1.0311202,2.0789013,1.5124064,1.4282519,2.4059421,2.0453817,null,2.1449553,1.9593487,1.2638275,1.0053855,null,null,null,1.2903238,null,1.1991338,null,1.8848225],[null,1.714477,1.157191,null,1.5500314,2.4322377,2.7497643,null,1.1975399,1.4221338,null,1.2351333,1.7795088,1.2667717,1.8958615,null,3.3365789,null,2.169532,2.9270229,1.9054052,1.114105,null,null,null,1.7478859,null,1.7702865,null,2.6026444],[null,1.6899294,1.1982261,null,1.6200611,2.7583998,3.045513,null,1.3911299,1.2354788,null,1.0457719,1.9671105,1.5061695,1.9997792,null,null,null,2.2321094,2.6699151,1.4224986,1.0434869,null,null,null,1.7317392,null,1.4343498,null,2.8108835],[null,1.4343059,1.1557786,null,1.4374315,2.2153221,null,null,1.417668,1.1881873,null,1.0336311,1.688457,1.5393708,1.6989255,null,null,null,1.7902423,2.348379,1.4030051,1.0344053,null,null,null,1.5245715,null,1.3848479,null,2.2614406],[null,1.9674698,1.0648498,null,1.3077637,2.1475966,null,null,1.5927909,1.1190785,null,1.0900363,2.276964,1.4971958,1.571645,null,null,null,2.5606216,null,1.5051776,1.0009297,null,null,null,1.3930036,null,1.3357549,null,2.179076],[null,1.6502967,1.1364913,null,1.3242116,2.0703589,null,null,1.6383224,1.0702127,null,1.0228408,1.9691838,1.7154756,1.5277404,null,null,null,null,null,1.3203016,1.0140411,null,null,null,1.342347,null,1.2161346,null,2.0084859],[null,1.6549726,1.1543939,null,1.4833186,null,null,null,1.5117777,1.2036923,null,1.0547835,1.9413808,1.6314171,1.7956943,null,null,null,null,null,1.5359016,1.0242162,null,null,null,1.5837515,null,1.451845,null,2.476869],[null,1.8803076,1.0773825,null,1.1952092,null,null,null,1.7885305,1.0515914,null,1.0770945,2.2446311,1.7125394,1.3635114,null,null,null,null,null,1.4380505,1.0097438,null,null,null,1.2240629,null,1.2361323,null,null],[null,1.8616969,1.083641,null,1.3073075,null,null,null,1.6754726,1.130865,null,1.0832389,null,1.6789868,1.5545782,null,null,null,null,null,1.5971106,1.0004364,null,null,null,1.3857788,null,1.3920897,null,null],[null,null,1.1081504,null,1.3039283,null,null,null,1.6427153,1.1091145,null,1.0527692,null,1.7392509,1.5170687,null,null,null,null,null,1.5156482,1.0033637,null,null,null,1.3517695,null,1.3369183,null,null],[null,null,1.1419111,null,1.4284502,null,null,null,1.6622393,1.1837369,null,1.0617885,null,null,1.7172787,null,null,null,null,null,1.632878,1.0127593,null,null,null,1.5180606,null,1.4728983,null,null],[null,null,1.0755592,null,1.3070164,null,null,null,1.585221,1.1638721,null,1.1001186,null,null,null,null,null,null,null,null,1.6688657,1.004208,null,null,null,1.4012786,null,1.4508709,null,null],[null,null,1.1135883,null,1.3572613,null,null,null,1.7154284,1.1305672,null,1.0647391,null,null,null,null,null,null,null,null,null,1.002687,null,null,null,1.4263942,null,1.3867563,null,null],[null,null,1.1055941,null,1.3457251,null,null,null,null,1.154833,null,1.0856527,null,null,null,null,null,null,null,null,null,1.0013134,null,null,null,1.4311528,null,1.4679844,null,null],[null,null,1.1227393,null,1.4269728,null,null,null,null,1.1918113,null,1.0886824,null,null,null,null,null,null,null,null,null,1.0094992,null,null,null,1.5247525,null,null,null,null],[null,null,1.131814,null,1.3639173,null,null,null,null,1.1205007,null,1.0746453,null,null,null,null,null,null,null,null,null,1.0031966,null,null,null,null,null,null,null,null],[null,null,1.1139762,null,null,null,null,null,null,1.1187833,null,1.1038514,null,null,null,null,null,null,null,null,null,1.0028221,null,null,null,null,null,null,null,null],[null,null,1.1044733,null,null,null,null,null,null,null,null,1.1036076,null,null,null,null,null,null,null,null,null,1.0019093,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,1.1262852,null,null,null,null,null,null,null,null,null,1.0018957,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,1.0064688,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_Aopt.json b/tests/fixtures/r/fsm_gauss_Aopt.json new file mode 100644 index 0000000..22ff008 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_Aopt.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"Aopt","Pol_mat":[[0,1,0,0,0],[0,0,1,0,0]],"w_pol":[0.7,0.3]},"z":[2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,2,1,1,2,1,1,2,1,1,1,2,1,1,1,1,2,2,2,2,2,1,1,1,1,2],"selected":[19,30,25,8,27,1,26,21,10,24,36,16,6,18,40,37,17,7,2,14,33,15,3,4,23,31,11,13,28,35,5,38,29,34,12,22,32,39,9,20],"criteria":[[60.7511177,139.9791882,193.106164,200.7998671,67.9890871,372.5572867,201.0730535,214.7778374,40.9498461,186.4680551,245.8883793,113.6438041,177.757186,139.3150076,112.9509853,127.8191904,372.4732565,260.313647,523.8363951,3.3486095,19.3697091,74.5994663,107.0213064,423.6738309,376.327397,232.8845769,53.7359939,87.6641151,47.75062,427.1855235,260.9105515,132.3837915,279.1008878,71.1344837,196.0646516,166.0677725,379.8360605,158.0763824,86.8472514,383.1314754],[60.7511177,139.9791882,193.106164,200.7998671,67.9890871,372.5572867,201.0730535,214.7778374,40.9498461,186.4680551,245.8883793,113.6438041,177.757186,139.3150076,112.9509853,127.8191904,372.4732565,260.313647,null,3.3486095,19.3697091,74.5994663,107.0213064,423.6738309,376.327397,232.8845769,53.7359939,87.6641151,47.75062,427.1855235,260.9105515,132.3837915,279.1008878,71.1344837,196.0646516,166.0677725,379.8360605,158.0763824,86.8472514,383.1314754],[352.4980661,34.111564,97.4770438,83.7322408,39.0507361,234.3465673,250.3494607,251.066495,36.4414223,82.5754737,188.6079868,150.7408759,118.5736034,189.3393303,69.6924634,349.050595,111.5488888,147.1400995,null,53.7145365,34.8034152,86.2420834,44.0132594,437.6767694,453.3715915,177.3836624,247.6355044,170.6840667,142.5247509,null,100.9283616,348.021842,68.3390276,267.9771914,120.6013946,276.2939606,244.5356853,142.5399602,92.8706072,99.2563756],[110.9238197,94.2953561,50.8740957,59.7358985,79.8548884,369.8787094,190.0548722,465.9276862,45.3490582,84.3445719,134.2115959,112.474783,160.319746,12.3142501,45.2218289,58.7594525,16.3590271,104.8965905,null,80.8707766,100.5478661,114.6127939,10.8942427,295.1963782,null,169.9667865,185.6292144,232.5496258,128.6714268,null,148.9682535,112.2419016,13.541383,77.2504964,65.4302888,92.1945265,310.231297,48.5587617,57.6388768,224.3002275],[209.842664,20.7218884,96.3281523,36.0903729,1.1466553,55.0297323,89.4514368,null,7.8412461,19.0134065,117.3214894,12.1754119,96.7484722,161.0720838,63.1700022,221.8947671,78.1810503,122.0879369,null,19.3998925,34.8662372,74.6039329,19.1967035,136.1744474,null,7.4589036,238.0463613,171.7626092,128.6594699,null,4.0919157,218.6437611,36.0482743,221.9204134,25.0358573,14.8677684,85.5719641,113.3540646,50.8630761,23.8124155],[125.2413547,7.9201475,11.9381026,13.6354799,80.6787053,6.6853237,74.7213955,null,46.9563724,11.3622089,105.4696183,48.2867442,8.6786588,1.5952432,11.4130236,63.458883,0.8357157,79.7600795,null,71.1744132,20.9979049,0.7117801,0.5885625,95.7907048,null,58.4153752,null,18.7190704,49.5034862,null,10.156183,123.962957,3.6693949,38.5795456,74.3383172,92.3991802,6.9333047,28.6155878,52.5200504,53.0946673],[null,1.1249409,0.8785925,11.14736,7.5915446,9.9741547,0.8014555,null,8.3281526,11.1937981,9.6655278,2.9323406,8.8512838,8.0944617,4.3590114,10.5303764,4.9286029,7.6691299,null,9.1412863,3.7009677,0.8283657,0.7662033,9.4920962,null,11.2474034,null,1.4758943,4.9258351,null,9.0075218,1.016877,10.2314738,10.5830236,0.7256193,3.8375525,4.1243179,4.4526989,8.5274555,1.411328],[null,6.0333367,2.4817065,1.6578366,6.6408288,1.6840411,6.6674425,null,0.891148,2.6374821,0.894123,2.7643424,1.6261376,6.0023361,7.4049602,1.4077259,0.8719208,1.6162984,null,5.8903586,7.4796321,2.8185054,4.4601589,2.5335095,null,null,null,7.272772,4.3758027,null,0.9264971,4.9091503,4.9459479,3.2110899,5.7747878,2.1600353,7.1614611,0.9401598,6.2118415,5.3396435],[null,0.6724955,0.7119808,0.0080664,0.8379316,0.1155028,0.7598705,null,0.6002036,1.5746272,0.5712722,0.7220664,0.5152889,0.8347939,0.7551556,0.9695561,0.7423616,0.611807,null,0.8580482,null,0.6720007,0.7397873,0.1399062,null,null,null,0.7544336,0.7444436,null,0.4236935,0.7879976,0.740675,0.2841319,0.6860857,0.6795282,0.5983979,0.6846186,0.7902246,0.8578909],[null,1.0182558,0.9317399,1.0154403,1.0145435,1.0288479,0.9855931,null,0.9787324,null,1.0128678,0.9608277,0.9450989,1.1156688,0.5863389,1.084552,0.9110972,1.0166149,null,0.951279,null,0.9653749,0.9364304,1.1492992,null,null,null,1.0046827,0.945063,null,1.0132273,0.7787251,0.8904383,1.0351057,1.0328801,0.9280642,1.1339484,0.930192,0.8957624,0.8469384],[null,0.0355561,0.1142677,0.0219367,0.0174631,0.0352954,0.0185607,null,0.0364096,null,0.0186133,0.0407017,0.0993655,0.1112529,0.072592,0.0236618,0.1070416,0.0181281,null,0.027412,null,0.0823779,0.0864114,null,null,null,null,0.0297839,0.0539432,null,0.029023,0.0547254,0.0968002,0.030287,0.006371,0.1374031,0.0518445,0.084307,0.0577592,0.1204547],[null,0.0110234,0.0072675,0.013206,0.0067762,0.0200594,0.0107149,null,0.0086489,null,0.018306,0.008071,0.0087448,0.009522,0.0090511,0.0603176,0.0053745,0.0122294,null,0.0068636,null,0.0087556,0.0071485,null,null,null,null,0.005607,0.005227,null,0.0113966,0.0243354,0.0263679,0.0094615,0.0133751,null,0.0142299,0.0072104,0.0088113,0.00443],[null,0.0098236,0.0107621,0.0109224,0.0113769,0.0186413,0.0062319,null,0.0075773,null,0.0061242,0.0072449,0.015415,0.0099064,0.0084391,null,0.0106121,0.0066805,null,0.009967,null,0.0104194,0.0090911,null,null,null,null,0.0072957,0.0101519,null,0.0109297,0.003343,0.0141362,0.0092939,0.0080106,null,0.0129469,0.0095594,0.0092594,0.0102488],[null,0.0180917,0.000645,0.0913371,0.0496726,null,0.0880586,null,0.0604214,null,0.0997303,0.055726,0.0016609,0.0957204,0.0111965,null,0.0052547,0.1076611,null,0.0206552,null,0.0048528,0.009325,null,null,null,null,0.0806255,0.055726,null,0.0653785,0.0008002,0.0136923,0.0785724,0.0603283,null,0.0412752,0.0029599,0.0057347,0.0279204],[null,0.0212372,0.0486436,0.0065495,0.0473646,null,0.0325098,null,0.0305578,null,0.0369576,0.0360265,0.0684636,0.0283209,0.0250739,null,0.0690981,null,null,0.0276535,null,0.0335422,0.0426758,null,null,null,null,0.039847,0.064709,null,0.0163081,0.0082577,0.0216806,0.0308106,0.0233867,null,0.0083239,0.0391026,0.0166138,0.0784844],[null,0.0171754,0.0300945,0.0016191,0.0008778,null,0.0024369,null,0.0019735,null,0.0040821,0.0038161,0.0238027,0.0254853,0.0105263,null,0.0318996,null,null,0.002243,null,0.0207462,0.0201997,null,null,null,null,0.0145869,0.0099313,null,0.006551,0.0094681,0.0240847,0.0151964,0.0042763,null,0.0378426,0.0166698,0.0079704,null],[null,0.001495,0.0344082,0.0021936,0.0012256,null,0.0066888,null,0.0022378,null,0.003229,0.0067064,0.0219055,0.0279083,0.0114961,null,0.0353149,null,null,0.0024471,null,0.0156867,0.0281131,null,null,null,null,0.0087214,0.0020159,null,0.0005815,0.0093573,0.0225852,0.0102299,0.0015675,null,null,0.016642,0.0080085,null],[null,0.0820428,0.0206706,0.0260764,0.0099075,null,0.1100861,null,0.0497994,null,0.0905006,0.0770814,0.0190155,0.0255848,0.0888007,null,null,null,null,0.0119623,null,0.0424902,0.0563592,null,null,null,null,0.0570185,0.0012481,null,0.0516754,0.0094285,0.0841113,0.0001869,0.0989929,null,null,0.0077297,0.0350068,null],[null,0.0245731,0.0183632,0.0053055,0.0099626,null,null,null,0.0003398,null,0.0065045,0.0004062,0.0099676,0.0109353,0.017311,null,null,null,null,0.0052617,null,0.0178506,0.0130689,null,null,null,null,0.0033226,0.000834,null,0.0138395,0.0022202,0.0204535,0.0020187,0.0079346,null,null,0.0031175,0.0089071,null],[null,null,0.0085002,0.0109032,0.0030659,null,null,null,0.0009005,null,0.007325,0.0016872,0.003965,0.0149353,0.0039017,null,null,null,null,0.0007026,null,0.0017556,0.0064891,null,null,null,null,0.0054913,0.0016324,null,0.0056146,0.0019191,0.0037778,0.005572,0.0031048,null,null,0.0023167,0.0011648,null],[null,null,0.0104232,0.0043203,0.0034331,null,null,null,0.0002073,null,0.0064019,0.0007915,0.0073712,null,0.0066865,null,null,null,null,0.0016297,null,0.005396,0.0049572,null,null,null,null,0.0023265,0.0003019,null,0.0046085,0.0025724,0.0119742,0.0025368,0.003106,null,null,0.0030101,0.0037704,null],[null,null,0.0041699,0.0041447,0.0011378,null,null,null,0.0002768,null,0.004065,0.0017057,0.0037599,null,0.0046312,null,null,null,null,0.0006343,null,0.000597,0.0031136,null,null,null,null,0.0043904,0.0017557,null,0.0027167,0.0007331,null,0.0019843,0.0035324,null,null,0.0013242,0.0015244,null],[null,null,0.0096312,0.0068936,0.003789,null,null,null,0.0004075,null,0.006861,0.0006205,0.0060028,null,null,null,null,null,null,0.0007765,null,0.0053935,0.0046951,null,null,null,null,0.0012491,0.0002968,null,0.0054542,0.0014648,null,0.0020445,0.0021088,null,null,0.0017388,0.0012546,null],[null,null,null,0.0052306,0.0016932,null,null,null,0.0005217,null,0.0040024,0.0014027,0.0018601,null,null,null,null,null,null,0.0002066,null,0.000424,0.0033046,null,null,null,null,0.0021424,0.0013757,null,0.003109,0.0004342,null,0.0011806,0.0025429,null,null,0.0007776,0.0003108,null],[null,null,null,null,0.0006103,null,null,null,0.000335,null,0.0025641,0.0019656,0.003441,null,null,null,null,null,null,8.83e-05,null,0.000993,0.0046598,null,null,null,null,0.0021117,0.0017558,null,0.0008887,0.0005984,null,0.0007907,0.0018054,null,null,0.0015751,0.0007985,null],[null,null,null,null,0.0017398,null,null,null,0.0008918,null,0.0052741,0.0014264,0.002314,null,null,null,null,null,null,0.0005049,null,0.001959,null,null,null,null,null,0.0013719,2.6e-05,null,0.0058832,0.0014591,null,0.0018446,0.0026936,null,null,0.0006214,0.0012418,null],[null,null,null,null,0.0003732,null,null,null,0.000227,null,0.0029425,0.0011867,0.0027533,null,null,null,null,null,null,8.93e-05,null,0.0005382,null,null,null,null,null,0.0021132,0.0009872,null,null,0.0003601,null,0.0008059,0.0024272,null,null,0.000856,0.0007622,null],[null,null,null,null,0.0017477,null,null,null,0.0007342,null,null,0.0016694,0.0025131,null,null,null,null,null,null,0.0005982,null,0.001627,null,null,null,null,null,0.001131,1.91e-05,null,null,0.001282,null,0.0012587,0.0022691,null,null,0.00084,0.0012945,null],[null,null,null,null,0.0002528,null,null,null,6.64e-05,null,null,0.0008879,null,null,null,null,null,null,null,0.0001607,null,0.0006217,null,null,null,null,null,0.0017925,0.0009815,null,null,0.000419,null,0.0006826,0.0016939,null,null,0.0009677,0.0008514,null],[null,null,null,null,0.0016678,null,null,null,0.0008844,null,null,0.0017418,null,null,null,null,null,null,null,0.0006486,null,0.0012112,null,null,null,null,null,null,7.7e-06,null,null,0.0012827,null,0.0012224,0.0021054,null,null,0.000678,0.0012966,null],[null,null,null,null,0.0015361,null,null,null,0.0006556,null,null,0.0014934,null,null,null,null,null,null,null,0.0006316,null,0.0013849,null,null,null,null,null,null,2.3e-06,null,null,0.0013652,null,0.0013506,null,null,null,0.0007812,0.0012921,null],[null,null,null,null,null,null,null,null,6.09e-05,null,null,0.000747,null,null,null,null,null,null,null,6.09e-05,null,0.0005382,null,null,null,null,null,null,0.0008305,null,null,0.0003725,null,0.00042,null,null,null,0.000859,0.0006415,null],[null,null,null,null,null,null,null,null,8.23e-05,null,null,0.0007429,null,null,null,null,null,null,null,3.83e-05,null,0.0004473,null,null,null,null,null,null,0.0008393,null,null,0.0003061,null,0.0003642,null,null,null,null,0.0005247,null],[null,null,null,null,null,null,null,null,0.0005106,null,null,0.0014055,null,null,null,null,null,null,null,0.0004215,null,0.0011426,null,null,null,null,null,null,null,null,null,0.0013166,null,0.0014176,null,null,null,null,0.0011933,null],[null,null,null,null,null,null,null,null,8.05e-05,null,null,0.0006821,null,null,null,null,null,null,null,4.1e-05,null,0.0004488,null,null,null,null,null,null,null,null,null,0.0003687,null,null,null,null,null,null,0.0005719,null],[null,null,null,null,null,null,null,null,0.0004851,null,null,null,null,null,null,null,null,null,null,0.00039,null,0.001131,null,null,null,null,null,null,null,null,null,0.0010527,null,null,null,null,null,null,0.0010373,null],[null,null,null,null,null,null,null,null,0.0005551,null,null,null,null,null,null,null,null,null,null,0.0003553,null,null,null,null,null,null,null,null,null,null,null,0.001079,null,null,null,null,null,null,0.0010086,null],[null,null,null,null,null,null,null,null,5.1e-05,null,null,null,null,null,null,null,null,null,null,4.63e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0005737,null],[null,null,null,null,null,null,null,null,0.0005429,null,null,null,null,null,null,null,null,null,null,0.0002906,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.31e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_Dopt.json b/tests/fixtures/r/fsm_gauss_Dopt.json new file mode 100644 index 0000000..831815e --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_Dopt.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"Dopt"},"z":[2,1,1,1,1,2,1,1,1,2,2,2,1,2,2,1,2,2,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1],"selected":[37,40,7,36,4,10,23,3,15,24,33,18,14,2,19,28,25,21,17,26,11,29,31,13,22,12,30,34,5,6,35,8,16,39,9,27,20,38,1,32],"criteria":[[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,15731.3431014,1524.7504625,2244.8707996,10683.1507525],[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,null,1524.7504625,2244.8707996,10683.1507525],[1250.3728843,4411.5607688,4446.5579881,7799.0667942,2068.0831312,2619.8438204,9900.420647,2353.5253656,2072.5993998,7136.0924641,4039.661641,2825.8895684,3820.6192294,7717.6081558,5203.1410709,2653.0211589,2941.6143621,6453.9332423,4639.6970648,1620.90602,3660.2267461,3016.8085122,4500.6791,7671.4083446,5525.4282495,3811.6533631,1710.2954877,2676.9513787,1304.6251713,1174.3965236,3911.9640904,1374.6385296,5804.8657263,2593.0317229,3399.1213985,5244.4074582,null,1450.5347359,2176.6137591,null],[1422.3919796,1303.8842334,4833.6467972,7986.1343001,2736.4744512,1937.6608948,null,1839.5881368,2105.7374889,7586.196165,3998.9694691,3268.0604293,3850.5082528,6195.4403538,4851.4500619,2775.9718126,4814.40218,6442.2561118,4841.5631883,1757.9001643,5036.8857349,1723.6894083,6763.3564916,5986.614502,4334.8400379,2440.512279,1402.4318072,3972.2977818,4109.1713017,2647.2761848,3333.3232454,1415.3250869,4736.4631857,2899.9638121,3042.7022255,9178.9790044,null,1490.3152836,1982.9153603,null],[1056.4572508,3377.4210189,4397.2390581,7737.2195944,1992.679707,2490.3972313,null,1830.2628437,1491.2367022,7111.4253269,1417.2600706,699.0715497,3092.3283552,7608.519927,3839.4106806,2377.2997384,2905.3907841,2314.5903922,4112.0541431,1620.4948009,2714.1612191,2990.3190183,3511.8955324,6098.5641339,2894.6924246,3451.0544048,1700.8553368,1951.9285352,1302.0568469,167.2235816,3855.4337992,1213.9708731,5020.6907194,2590.9016556,396.554094,null,null,1438.6573961,2097.4961415,null],[888.2673931,1263.2099843,2873.7595617,null,1871.7529311,1893.2842235,null,1824.0837357,2104.9294411,7476.1980587,3053.913983,3225.2411438,2399.6316091,6102.7845774,4851.4816924,1911.3394406,3290.5408835,5724.0240381,4589.8199036,1600.669434,4794.3154614,1319.7919999,5704.4296753,3902.1982007,2585.7380293,2435.9952217,1178.6760592,3651.4577965,1641.9588487,394.5345976,3211.0805392,1117.3500331,3953.3149084,2215.0350975,1994.066281,null,null,1428.6496987,1958.4474244,null],[888.3256225,1263.3942421,2825.3899457,null,341.1797123,283.8749765,null,1720.0560914,1121.2565882,null,1652.9773256,3113.6105751,1842.9005266,2679.7502654,4158.3804053,1402.3654169,3281.3782898,3588.8725509,4273.356734,778.6965932,3361.4811321,1302.1304561,5457.166616,2584.5003835,2303.2696138,1529.4133269,1080.6692456,3649.6974415,1630.7786816,19.5237278,277.5226256,1111.2166082,3068.7321297,1777.7516367,1917.1078419,null,null,1383.3198605,1447.0076639,null],[998.107551,3365.1825115,4330.5427162,null,1322.3703839,1165.2604092,null,1814.9439464,335.7555421,null,247.6921191,401.1148853,2193.8975195,4122.4742112,3626.4365314,1407.3023669,2646.1892433,67.2714916,3804.3161559,1198.1661153,2288.815824,2850.9188341,null,4079.3846707,2414.3829491,2470.409747,1425.3530763,1744.370076,674.981133,143.2982079,676.7351272,1151.5330935,4009.7224489,1563.3646504,350.1346185,null,null,1358.5464295,1844.1685911,null],[610.228153,86.6088134,null,null,340.8536028,280.632078,null,1699.9253957,2.8433049,null,448.5790914,133.3531199,1530.3109467,1588.1454873,3985.6859654,1000.7927938,1118.3216729,1528.1011078,3842.5817558,745.6795781,2742.3236861,206.9474584,null,931.3045082,96.289064,220.6082935,953.6640693,3334.898462,1352.233846,13.9404567,20.2559203,678.622407,2762.4713113,1731.9923822,423.1286211,null,null,617.6724441,1398.3566243,null],[744.3724881,950.9710142,null,null,1229.3609796,75.5506471,null,57.4135333,160.8236553,null,170.1278004,100.6126586,299.8244319,51.2741849,null,855.3040196,903.1100554,3.0211605,2317.1300893,1171.3686282,2289.0654818,87.7078968,null,4078.9730443,2393.5661605,2441.002004,126.8912368,1113.9817454,476.8425945,39.7642798,124.2295412,770.8423549,3865.3808523,669.891303,78.9213923,null,null,374.7428698,1759.3980043,null],[0.3127066,1.3864615,null,null,0.737579,0.5075831,null,0.6680341,0.3205051,null,0.4629084,0.3238251,0.8229895,1.6901948,null,0.462346,0.8776143,0.6713789,1.1908628,0.6259021,1.4488575,0.7219916,null,null,0.6521674,1.2885324,0.5271227,0.8660009,0.630618,0.5069122,0.4714021,0.3290419,2.2980452,0.6135271,0.5493037,null,null,0.3780855,0.8563578,null],[0.3581792,0.4059276,null,null,0.3593899,0.3409676,null,0.5901483,0.458882,null,0.9758782,0.7740899,0.6185975,1.4792474,null,0.6638606,0.839987,1.652778,1.3549958,0.3069242,0.7685115,0.3600277,null,null,1.0172176,0.6835031,0.4677096,1.0326755,0.7217839,0.4108851,0.5381417,0.3897488,null,0.7876717,0.6846093,null,null,0.3619726,0.4237676,null],[0.3579567,0.3283646,null,null,0.3121633,0.3392276,null,0.4779328,0.2518403,null,0.3887666,0.4368855,0.5923658,1.288864,null,0.6451632,0.8398286,null,1.1359567,0.3019182,0.6932071,0.3575537,null,null,0.8914792,0.5225698,0.4308583,0.7693541,0.6445936,0.3273503,0.3622275,0.3897485,null,0.6828982,0.3493945,null,null,0.3613547,0.4208594,null],[0.2361832,1.0166985,null,null,0.3824882,0.5013376,null,0.6370312,0.2357589,null,0.4341582,0.3172085,0.5171825,null,null,0.4383197,0.4924721,null,0.6661826,0.256477,0.6306194,0.7130433,null,null,0.489722,0.5237024,0.5269499,0.6557425,0.6246063,0.4298486,0.4597182,0.2411117,null,0.5928078,0.4290016,null,null,0.2704201,0.3073752,null],[0.2238784,null,null,null,0.310177,0.3389682,null,0.3728728,0.2471288,null,0.3856397,0.3959053,0.5216773,null,null,0.3362138,0.6497401,null,0.7012013,0.2747357,0.6679441,0.2602401,null,null,0.6647429,0.4970593,0.2320989,0.5767405,0.5000193,0.3210255,0.3432031,0.2327086,null,0.3661783,0.3291303,null,null,0.2470181,0.356619,null],[0.2152655,null,null,null,0.3633487,0.3588646,null,0.4816919,0.2194061,null,0.4340867,0.2706654,0.4477785,null,null,0.3838699,0.4522557,null,null,0.2549525,0.6021594,0.4057203,null,null,0.4831793,0.4699892,0.3734687,0.6290134,0.5770058,0.3251422,0.3733286,0.2151489,null,0.5069874,0.2888781,null,null,0.2123503,0.3035679,null],[0.1600814,null,null,null,0.3393235,0.3195963,null,0.338917,0.2193441,null,0.4207377,0.2658351,0.3911229,null,null,0.2860003,0.4298011,null,null,0.2155271,0.4592993,0.3803019,null,null,0.4766411,0.4698644,0.2664062,null,0.3957042,0.3022908,0.3732949,0.1614195,null,0.3439093,0.2883493,null,null,0.1781368,0.2434263,null],[0.1729631,null,null,null,0.2872914,0.328864,null,0.3032423,0.233683,null,0.384588,0.3864576,0.3887308,null,null,0.262619,0.4659972,null,null,0.2181476,0.559966,0.2242758,null,null,null,0.4181444,0.1799584,null,0.470609,0.3168277,0.3426628,0.1694098,null,0.2798223,0.325496,null,null,0.1711808,0.2522797,null],[0.1538582,null,null,null,0.2182888,0.278439,null,0.235853,0.2313582,null,0.3845608,0.3772092,0.3495323,null,null,0.2512329,0.4635744,null,null,0.1603908,null,0.2237762,null,null,null,0.4067406,0.1593638,null,0.3877026,0.3005609,0.3272297,0.1546165,null,0.2465321,0.3198284,null,null,0.1613787,0.1862662,null],[0.1346143,null,null,null,0.3106354,0.3074587,null,0.3347128,0.2078277,null,0.3775428,0.2352247,0.3884184,null,null,0.2512528,null,null,null,0.1983585,null,0.3772881,null,null,null,0.4028114,0.2638609,null,0.3841734,0.2973858,0.368916,0.1371094,null,0.3294879,0.2715987,null,null,0.1726404,0.2243925,null],[0.1471159,null,null,null,0.2171984,0.2753843,null,0.2314378,0.1985846,null,0.3766778,0.33029,0.2768409,null,null,0.2461659,null,null,null,0.14948,null,0.1850935,null,null,null,null,0.156221,null,0.3736065,0.2887823,0.3124415,0.1415436,null,0.2453276,0.3179809,null,null,0.1207556,0.1642528,null],[0.1300219,null,null,null,0.2612733,0.3066387,null,0.3329083,0.1737166,null,null,0.2136782,0.3766132,null,null,0.2511418,null,null,null,0.1638392,null,0.3761508,null,null,null,null,0.260104,null,0.3808863,0.2970442,0.3518744,0.1323923,null,0.3261886,0.2709955,null,null,0.1655021,0.1875294,null],[0.1355839,null,null,null,0.1919081,0.2743317,null,0.2285666,0.1571387,null,null,0.2622458,0.2766181,null,null,0.2399948,null,null,null,0.1380805,null,0.1823732,null,null,null,null,0.1556661,null,null,0.2618622,0.2918778,0.1312546,null,0.2452378,0.2519998,null,null,0.1144516,0.1589013,null],[0.1067243,null,null,null,0.2478978,0.2953195,null,0.2951619,0.1734848,null,null,0.2124258,0.3756907,null,null,0.2083177,null,null,null,0.153254,null,0.3732687,null,null,null,null,0.2189481,null,null,0.2583544,null,0.1135547,null,0.2614892,0.2663701,null,null,0.1613093,0.1768075,null],[0.1013806,null,null,null,0.2475136,0.2529322,null,0.2420472,0.1618736,null,null,0.2070601,null,null,null,0.2036726,null,null,null,0.1436186,null,0.310067,null,null,null,null,0.1988694,null,null,0.2579913,null,0.1045237,null,0.2501353,0.2663675,null,null,0.1261234,0.1587909,null],[0.135579,null,null,null,0.1848157,0.2276462,null,0.2169292,0.1392296,null,null,0.2571138,null,null,null,0.23532,null,null,null,0.1316563,null,null,null,null,null,null,0.1552963,null,null,0.2548537,null,0.1312517,null,0.2427867,0.2469552,null,null,0.1091684,0.155227,null],[0.0975972,null,null,null,0.2428135,0.2269619,null,0.2108961,0.1553285,null,null,null,null,null,null,0.1949105,null,null,null,0.1436174,null,null,null,null,null,null,0.1730539,null,null,0.2532688,null,0.0982987,null,0.2372021,0.2503626,null,null,0.1056099,0.1587452,null],[0.1294851,null,null,null,0.1831697,0.226782,null,0.2140868,0.1185564,null,null,null,null,null,null,0.2281642,null,null,null,0.1299766,null,null,null,null,null,null,0.1545158,null,null,null,null,0.1235414,null,0.2423859,0.2150575,null,null,0.1009097,0.1539192,null],[0.092723,null,null,null,0.2306004,0.210678,null,0.2064032,0.1488672,null,null,null,null,null,null,0.1917615,null,null,null,0.1399051,null,null,null,null,null,null,0.1668717,null,null,null,null,0.0956312,null,null,0.2184125,null,null,0.1051933,0.1583843,null],[0.1092859,null,null,null,null,0.2254015,null,0.197501,0.1185454,null,null,null,null,null,null,0.1887166,null,null,null,0.1224647,null,null,null,null,null,null,0.1275471,null,null,null,null,0.105122,null,null,0.2109513,null,null,0.0953626,0.1444095,null],[0.1089035,null,null,null,null,null,null,0.1722688,0.1157609,null,null,null,null,null,null,0.188384,null,null,null,0.117006,null,null,null,null,null,null,0.1230936,null,null,null,null,0.104919,null,null,0.2108087,null,null,0.0925432,0.1402534,null],[0.0890956,null,null,null,null,null,null,0.2061727,0.1390615,null,null,null,null,null,null,0.1917586,null,null,null,0.1175024,null,null,null,null,null,null,0.1666648,null,null,null,null,0.0935934,null,null,null,null,null,0.1046916,0.1400785,null],[0.0841549,null,null,null,null,null,null,null,0.1389906,null,null,null,null,null,null,0.182368,null,null,null,0.1147718,null,null,null,null,null,null,0.1462066,null,null,null,null,0.0879534,null,null,null,null,null,0.0959068,0.1351566,null],[0.1037401,null,null,null,null,null,null,null,0.1088152,null,null,null,null,null,null,null,null,null,null,0.1165979,null,null,null,null,null,null,0.1199832,null,null,null,null,0.1005632,null,null,null,null,null,0.0914173,0.1402129,null],[0.0739137,null,null,null,null,null,null,null,0.1387823,null,null,null,null,null,null,null,null,null,null,0.114082,null,null,null,null,null,null,0.1293354,null,null,null,null,0.0768332,null,null,null,null,null,0.091232,null,null],[0.0970662,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1033129,null,null,null,null,null,null,0.1166057,null,null,null,null,0.0938547,null,null,null,null,null,0.0855903,null,null],[0.0905177,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1011259,null,null,null,null,null,null,null,null,null,null,null,0.0877132,null,null,null,null,null,0.0826164,null,null],[0.073004,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0758751,null,null,null,null,null,0.0876438,null,null],[0.0862727,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0839413,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0722245,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_Dopt_average.json b/tests/fixtures/r/fsm_gauss_Dopt_average.json new file mode 100644 index 0000000..c064e37 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_Dopt_average.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"Dopt average"},"z":[2,1,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,1,1,1,2,2],"selected":[1,2,36,3,17,40,23,13,29,30,33,22,24,7,19,25,38,5,31,4,11,35,16,10,34,6,37,18,21,8,28,9,12,26,14,32,15,20,39,27],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.439491,0.0089487,0.1795075,0.0040116,0.2279146,0.0015333,0.0004605,0.0049797,0.1348825,6.9e-06,0.2524609,0.0002861,0.0047158,0.112598,0.3289021,0.0887346,0.0562119,0.0344381,0.0850778,0.1061042,0.3254409,0.2682611,0.2164759,7.45e-05,0.0269915,0.0743961,0.4510995,0.3767788,0.0198094,0.0370877,0.117437,0.0997935,0.1205625,1.5522271,0.0023479,0.0198642,0.0071572,1.0266797],[null,null,0.8834417,0.138066,0.0215234,0.1158123,0.0401719,0.0999392,0.0890624,0.1207854,0.0081521,0.078177,0.6075104,0.0676317,0.04339,0.0034318,0.7233069,0.0004372,0.2642629,0.0083539,0.0002163,0.3632607,0.7181697,0.0580639,0.035455,0.0720074,0.0126977,1.78e-05,0.1557603,0.1134669,0.1744904,0.0071222,0.3839852,0.0015153,0.0049346,null,0.1059049,0.1746529,0.0370079,0.5421044],[null,null,null,2.2387115,1.6051659,2.1801998,1.5804688,2.1367271,2.1058967,2.1935007,1.6393891,2.074009,3.2409181,2.041921,1.9618474,1.6623478,3.460858,1.6931111,2.5384349,1.8072804,1.6985389,2.7522149,3.4512171,1.5669279,1.5853745,2.0553952,1.8327084,1.7157336,1.555389,1.552338,2.3298525,1.7991738,2.7954893,1.6779259,1.6535898,null,2.1532601,2.3302486,1.938643,1.7553496],[null,null,null,0.896348,1.3904784,0.9058524,1.4826671,0.9149918,0.9226693,0.9034226,1.3019436,0.9317558,1.0111387,0.942184,0.9747264,1.2559138,null,1.2047087,0.8860357,1.0745168,1.196641,0.9069396,1.073441,1.5573228,1.4611711,0.9376403,1.0536347,1.1726597,1.8802049,1.751357,0.8870801,1.0816555,0.9133248,1.2287262,1.272536,null,0.9112927,0.887053,0.9861785,2.8234464],[null,null,null,2.9617905,2.8925185,2.9347757,2.9314309,2.9158901,2.903179,2.9407631,2.8609723,2.8906858,3.5829017,2.8788471,2.8530244,2.8474351,null,2.8352715,3.1220688,2.8242763,2.8336771,3.2525138,3.7350392,2.9665234,2.9218846,2.8837243,2.8264576,2.8295256,3.1443672,3.0691535,3.0070295,2.8238555,3.280148,2.8405577,2.8520646,null,2.9229451,3.0072337,2.846695,null],[null,null,null,3.6132372,3.5205914,3.5848127,3.5570811,3.5648365,3.5513273,3.5911261,3.4915897,3.5379847,4.2527422,3.5252648,3.4971079,3.4794824,null,3.4690179,3.7799418,3.4630876,3.4677031,3.9143845,null,3.5903456,3.548082,3.5305155,3.4662288,3.4644051,3.7612577,3.6886513,3.6605574,3.4623508,3.9427834,3.4734915,3.4835859,null,3.5723108,3.6607704,3.4900601,null],[null,null,null,3.7539793,4.003318,3.7446592,4.0783278,3.7395949,3.737074,3.7465368,3.9344822,3.7354924,null,3.735051,3.7397863,3.9002682,null,3.8637989,3.8360765,3.7820287,3.8582299,3.9199332,null,4.1410399,4.0605775,3.7350889,3.7710815,3.8419993,4.4265959,4.3103104,3.7734537,3.7859497,3.9388361,3.8806742,3.9124811,null,3.741321,3.7735502,3.7429685,null],[null,null,null,4.2828077,4.4852448,4.2706587,4.5553932,4.2634062,4.2592837,4.2731906,4.4215147,4.255998,null,4.2537882,4.2538397,4.39017,null,4.3571099,4.3777997,4.285503,4.3521022,4.4696783,null,4.6144371,4.538741,4.2545755,4.2764819,4.3375841,null,4.7750306,4.3064583,4.2887899,4.4901155,4.3723548,4.4013274,null,4.2659738,4.3065724,4.2555805,null],[null,null,null,4.8803238,4.8937858,4.8557618,4.9463951,4.8389968,4.8279614,4.8611529,4.8488902,4.8173658,null,4.8076212,4.7879603,4.8283165,null,4.8082282,5.0335484,4.7764154,4.8053744,5.16302,null,4.9924595,4.9336709,4.8115955,4.7751254,4.7974596,null,null,4.9225373,4.7771704,5.1907665,4.8172455,4.8354957,null,4.8452132,4.9227303,4.7837067,null],[null,null,null,4.5228263,4.5553962,4.4994168,4.609986,4.4835433,4.4731604,4.5045414,4.5084205,4.4632591,null,4.4542349,4.4364822,4.4866778,null,4.4652006,4.6707975,4.4292472,4.4621181,4.7970009,null,4.6575449,4.5968145,4.4579038,4.4271725,4.4535057,null,null,4.5633384,4.4302606,null,4.4748822,4.4942871,null,4.4894168,4.5635242,4.4328159,null],[null,null,null,4.8418335,5.0149518,4.8261762,5.0855731,4.8163631,4.8104512,4.8294996,4.9514353,4.8053401,null,4.8013219,4.7970051,4.9205299,null,4.8882906,4.9556468,4.8210555,4.8834491,null,null,5.1454104,5.0687564,4.8028649,4.8131878,4.8694925,null,null,4.8710714,4.8239853,null,4.9031024,4.9314989,null,4.8198995,4.8712101,4.7975248,null],[null,null,null,5.2392128,5.4009741,5.2228705,5.4704182,5.2125275,5.2062278,5.2263523,5.3386939,5.200704,null,5.1962577,5.1908067,5.3084833,null,5.2770695,5.3561485,5.2122954,5.2723639,null,null,null,5.4538674,5.1979822,5.2048941,5.2588221,null,null,5.2694619,5.2150717,null,5.2914865,5.3191967,null,5.2162677,5.2696049,5.1909774,null],[null,null,null,5.2348881,5.2947873,5.2118582,null,5.1963901,5.1863658,5.2168805,5.2426651,5.1769032,null,5.1683968,5.1523231,5.218263,null,5.1938438,5.3831918,5.1505234,5.1902995,null,null,null,5.3403387,5.1718385,5.1472896,5.180318,null,null,5.2751374,5.1519349,null,5.2049029,5.2268311,null,5.2020963,5.2753228,5.1492633,null],[null,null,null,5.5596487,5.6201149,5.536653,null,5.5212114,5.5112064,5.5416674,5.5679309,5.5017644,null,5.4932794,5.4772623,5.5434941,null,5.5190337,null,5.4755905,5.5154827,null,null,null,5.6657118,5.4967121,5.4723334,5.5054805,null,null,5.5998475,5.4770097,null,5.5301125,5.5520751,null,5.5269074,5.6000327,5.4742199,null],[null,null,null,5.7929844,5.7774605,5.7649825,null,5.7457056,5.7329141,5.7711499,5.732825,5.7205263,null,5.7090054,5.6850495,5.7127079,null,5.6934526,null,5.6659944,5.6907661,null,null,null,null,5.7137221,5.6658456,5.6834148,null,null,5.840673,5.6663958,null,5.7020321,5.7196932,null,5.7528726,5.84089,5.6795939,null],[null,null,null,5.4408194,5.5865782,5.4225452,null,5.4107931,5.4035091,5.4264628,5.5243855,5.3969815,null,5.3915413,5.383692,5.4944015,null,5.4634229,null,5.4010157,5.4588062,null,null,null,null,5.393681,5.3942435,5.4455659,null,null,5.4741472,5.4035975,null,5.4776093,5.5050167,null,5.4150664,null,5.3831931,null],[null,null,null,5.6718274,null,5.6490955,null,5.6339249,5.6241553,5.6540402,5.6939505,5.6149983,null,5.6068464,5.5918963,5.6678816,null,5.6416126,null,5.5936201,5.6377774,null,null,null,null,5.6101332,5.589643,5.626932,null,null,5.7118154,5.5952862,null,5.6535387,5.6770512,null,5.6395097,null,5.5892361,null],[null,null,null,5.938347,null,5.9139202,null,5.8974386,5.8867094,5.9192569,5.9354282,5.8765313,null,5.8673199,5.8495635,5.9110785,null,5.8868521,null,5.8449489,5.8833532,null,null,null,null,5.8710558,5.8421258,5.8735339,null,null,null,5.8462351,null,5.8978013,5.9196157,null,5.9035275,null,5.8460398,null],[null,null,null,null,null,5.7583536,null,5.7453491,5.7371785,5.7626548,5.8449639,5.7297353,null,5.7233752,5.7132387,5.8155904,null,5.7854426,null,5.726193,5.7809738,null,null,null,null,5.725901,5.7201341,5.7682036,null,null,null,5.728548,null,5.7992173,5.8259715,null,5.7500984,null,5.7120794,null],[null,null,null,null,null,5.9960561,null,5.981454,5.9721139,6.000835,null,5.9634265,null,5.9557754,5.9422191,6.0269373,null,5.9992786,null,5.9474494,5.9952196,null,null,null,null,5.9588483,5.9427968,5.9836998,null,null,null,5.9493414,null,6.0118629,6.0365477,null,5.9868177,null,5.9400074,null],[null,null,null,null,null,5.907431,null,5.892137,5.8823017,5.9124202,null,5.8730978,null,5.8649221,5.8500323,5.9291627,null,5.902162,null,5.8525493,5.8982154,null,null,null,null,5.868216,5.8483599,5.8870459,null,null,null,5.8542919,null,5.9144262,null,null,5.8977646,null,5.8474266,null],[null,null,null,null,null,6.1093574,null,6.0927604,6.0819715,6.1147361,null,6.0717528,null,6.0625242,6.0448453,null,null,6.084624,null,6.0410631,6.0810116,null,null,null,null,6.0662642,6.0380206,6.0708619,null,null,null,6.0424281,null,6.0959174,null,null,6.0988891,null,6.0413813,null],[null,null,null,null,null,6.1759386,null,6.160762,6.1510223,null,null,6.1419287,null,6.1338773,6.1193636,null,null,6.1739853,null,6.1229833,6.1699535,null,null,null,null,6.1371173,6.1185671,6.1585303,null,null,null,6.1248031,null,6.1865025,null,null,6.1663427,null,6.1168876,null],[null,null,null,null,null,6.0048273,null,5.9878318,5.9767608,null,null,5.9662507,null,5.9567294,5.9383224,null,null,5.9757025,null,5.9331485,5.9721373,null,null,null,null,5.9605923,5.9303333,5.9621376,null,null,null,5.9344413,null,null,null,null,5.994112,null,5.9346482,null],[null,null,null,null,null,null,null,6.2421241,6.2313294,null,null,6.2211209,null,6.2119208,6.1944051,null,null,6.2364398,null,6.1914609,6.2327334,null,null,null,null,6.2156465,6.1882173,6.2223082,null,null,null,6.1928968,null,null,null,null,6.2482619,null,6.191017,null],[null,null,null,null,null,null,null,6.0539847,6.0438714,null,null,6.0343881,null,6.0259403,6.0104176,null,null,6.0612783,null,6.0119749,6.0573331,null,null,null,null,6.0293472,6.0079117,6.0461792,null,null,null,6.0136806,null,null,null,null,null,null,6.0076429,null],[null,null,null,null,null,null,null,6.2960696,6.2860802,null,null,6.2767351,null,6.268438,6.2533495,null,null,null,null,6.2560751,6.3027192,null,null,null,null,6.2717802,6.2517799,6.2913202,null,null,null,6.2578591,null,null,null,null,null,null,6.2507186,null],[null,null,null,null,null,null,null,6.1185413,6.1075533,null,null,6.0971458,null,6.0877463,6.0697376,null,null,null,null,6.0658677,null,null,null,null,null,6.0915556,6.0627733,6.0961942,null,null,null,6.0672564,null,null,null,null,null,null,6.0662081,null],[null,null,null,null,null,null,null,null,6.1583844,null,null,6.148755,null,6.1401691,6.1243463,null,null,null,null,6.125578,null,null,null,null,null,6.1436328,6.1215378,6.1598572,null,null,null,6.1272797,null,null,null,null,null,null,6.1214985,null],[null,null,null,null,null,null,null,null,6.3470273,null,null,6.3368364,null,6.3276679,6.3103018,null,null,null,null,6.3080478,null,null,null,null,null,6.3313786,6.3046422,null,null,null,null,6.3095406,null,null,null,null,null,null,6.3069791,null],[null,null,null,null,null,null,null,null,null,null,null,6.376573,null,6.3680753,6.3525133,null,null,null,null,6.3544788,null,null,null,null,null,6.371501,6.3502901,null,null,null,null,6.3562309,null,null,null,null,null,null,6.3497536,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,6.1854831,6.1677905,null,null,null,null,6.1649439,null,null,null,null,null,6.1892497,6.1616312,null,null,null,null,6.1664075,null,null,null,null,null,null,6.1643752,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,6.3948527,6.3806776,null,null,null,null,6.3859047,null,null,null,null,null,null,6.3811088,null,null,null,null,6.3878579,null,null,null,null,null,null,6.3783518,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.1955099,null,null,null,null,6.1958996,null,null,null,null,null,null,6.1919844,null,null,null,null,6.1975629,null,null,null,null,null,null,6.192525,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.2046722,null,null,null,null,6.2034303,null,null,null,null,null,null,6.1998003,null,null,null,null,null,null,null,null,null,null,null,6.2014556,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.4057255,null,null,null,null,null,null,6.4004739,null,null,null,null,null,null,null,null,null,null,null,6.396058,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.2073566,null,null,null,null,null,null,null,null,null,null,null,6.2080401,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.4105674,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_Dopt_pc.json b/tests/fixtures/r/fsm_gauss_Dopt_pc.json new file mode 100644 index 0000000..dc393e6 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_Dopt_pc.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"Dopt pc"},"z":[2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,1,2,1,1,2,1,1,1,1,2],"selected":[1,2,36,3,17,40,13,23,30,7,33,29,19,24,22,25,38,35,11,31,10,18,5,8,4,6,16,15,34,26,9,39,37,32,14,28,21,12,27,20],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,2.0892381,0.1180871,0.3445059,0.1080628,1.1986425,0.1195795,0.0236682,0.1278115,0.4573712,0.0007453,1.5736947,0.0097126,0.0841053,0.2265453,1.7640854,0.3786999,0.6131532,0.0116596,0.0291997,0.5654306,1.2461697,0.7183959,0.6598836,0.0323513,0.0173493,0.0338294,1.128598,1.2257067,0.1633544,0.0359272,1.0757335,0.1510596,0.4858508,5.4338253,0.0149922,0.2120763,0.015515,2.9881808],[null,null,3.235632,0.4858155,0.0545595,0.4652545,0.5497611,0.4888377,0.2572633,0.5053417,0.104281,0.1449067,2.5851381,0.204231,0.4139323,0.015031,2.8276283,0.0686541,1.2914222,0.0602147,0.0333016,1.2217273,2.1599778,0.2442493,0.2106494,0.2843356,0.0491286,0.0287095,0.5026645,0.5681388,0.5738636,0.0268376,1.933608,0.0012459,0.1181045,null,0.2263944,0.6624073,0.2284129,1.8913647],[null,null,null,8.4706031,5.8801684,8.410899,5.4404906,8.4793209,7.7548192,8.5266755,5.7529613,7.3309431,13.2423474,7.5643597,8.2586113,6.0678172,13.7253254,5.8373676,10.4963888,6.9250375,6.7529278,10.336129,12.3762661,5.5686115,5.6001554,7.8472686,6.8588469,6.7185451,5.4480183,5.4383746,8.7191013,6.7038839,11.9030325,6.2385165,5.7264796,null,7.6456511,8.9591921,7.6529261,5.8566116],[null,null,null,3.2902468,4.9471351,3.2985896,6.8254918,3.2890848,3.4407074,3.283018,5.2277165,3.5944023,3.9048213,3.5026092,3.3230252,4.6282617,null,5.0341373,3.3105331,3.805931,3.9209039,3.2921719,3.6692777,5.8251599,5.6958166,3.414398,3.8480802,3.9460763,6.6848201,6.8794741,3.2624626,3.9570522,3.5572687,4.4004937,5.2958848,null,3.4748631,3.2453811,3.4724785,10.1344154],[null,null,null,10.5978396,10.3450741,10.5733123,11.3029721,10.6014562,10.3353921,10.621255,10.457496,10.2204512,13.3610705,10.2792608,10.5127276,10.2387802,null,10.3782609,11.6201549,10.1507064,10.1369758,11.5287797,12.781839,10.7399928,10.6746639,10.3649806,10.1441303,10.1356139,11.2185755,11.3357442,10.7042749,10.1351849,12.4758031,10.1811278,10.4870141,null,10.3023881,10.8132268,10.3045195,null],[null,null,null,14.4147037,13.8210787,14.3847155,14.5929479,14.4191132,14.0827377,14.4431993,13.9007744,13.9214451,null,14.0063536,14.3099483,13.7554345,null,13.8438484,15.597966,13.8021494,13.7653797,15.495203,16.8817252,14.1205301,14.0681129,14.1218569,13.7868788,13.7592383,14.5204447,14.6212179,14.5433115,13.7567519,16.5467,13.7297603,13.9226966,null,14.0382315,14.6729021,14.0411381,null],[null,null,null,13.4183247,14.2405918,13.4096554,15.8582601,13.4196425,13.3610711,13.4270279,14.465341,13.386947,null,13.3660736,13.3904631,13.996997,null,14.3093602,13.9932292,13.4712798,13.5304359,13.9322409,null,14.967651,14.8566066,13.3621022,13.4921169,13.5442933,15.7301385,15.9076384,13.4608302,13.5504264,14.6077363,13.8330649,14.5211592,null,13.3627119,13.5109328,13.3625021,null],[null,null,null,17.0407626,17.4874938,17.0260769,18.9002082,17.042954,16.9069183,17.0550628,17.6761876,16.881727,null,16.8896077,16.9912592,17.2886842,null,17.5447854,17.7929876,16.9114681,16.9452411,17.7194531,null,18.1093736,18.0125545,16.9184496,16.9227261,16.9538329,18.78519,null,17.1076963,16.9576992,18.5100504,17.1599834,17.723637,null,16.8958868,17.1805373,16.8965311,null],[null,null,null,19.3860512,19.1545819,19.3595898,null,19.3899548,19.1045143,19.4113324,19.2842363,18.9835173,null,19.0450802,19.2943282,19.0305885,null,19.1929652,20.4986404,18.9132015,18.9012831,20.3987621,null,19.6072111,19.5327529,19.1360096,18.9071544,18.9004623,20.1503665,null,19.5011006,18.9002837,21.4358749,18.9618975,19.3181346,null,19.0695095,19.6191682,19.0717654,null],[null,null,null,16.2324851,16.3063372,16.2109153,null,16.2356784,16.0132186,16.2532158,16.4653057,15.9337407,null,15.9719257,16.1583575,16.1459321,null,16.3540514,17.2009077,15.9078096,15.9165282,17.1112299,null,16.8444801,16.7584564,16.0361769,15.9095505,15.9199886,17.4581016,null,16.3276737,15.9216529,null,16.0485971,16.5060079,null,15.9885167,16.4272543,15.9900783,null],[null,null,null,18.0798515,17.6429239,18.0494484,null,18.0843292,17.7497161,18.1088186,17.7571915,17.5982222,null,17.6767692,17.9740486,17.5391014,null,17.676327,19.3181194,17.4969913,17.4712921,19.2087443,null,18.0527932,17.9837399,17.7876712,17.4856993,17.4676597,null,null,18.2111226,17.4662758,null,17.4871027,17.7876271,null,17.7070012,18.3446035,17.7097739,null],[null,null,null,21.6275007,22.0453207,21.6107916,null,21.6299901,21.4716916,21.6437288,22.2416531,21.4364303,null,21.4495309,21.5709562,21.8395637,null,22.1048458,null,21.4594543,21.4915287,22.3813553,null,22.6945859,22.593155,21.4857473,21.469965,21.4998814,null,null,21.7031716,21.5036567,null,21.7073759,22.2911365,null,21.4578198,21.7848982,21.4586485,null],[null,null,null,19.6779171,19.716553,19.6546455,null,19.6813607,19.4397519,19.7002643,19.8797343,19.351009,null,19.3940824,19.5978409,19.5527678,null,19.7654639,null,19.3181252,19.3246499,20.6176712,null,null,20.1818546,19.464946,19.3189607,19.3277377,null,null,19.7803961,19.3292504,null,19.4542163,19.9216046,null,19.4125019,19.8873117,19.4142301,null],[null,null,null,23.0596712,23.0874949,23.0362263,null,23.0631399,22.8193008,23.0821795,23.2496381,22.7290876,null,22.7729889,22.9789719,22.9249991,null,23.1360753,null,22.694632,22.7004259,null,null,null,23.5501778,22.8447972,22.6951917,22.7033621,null,null,23.1628535,22.7048095,null,22.827462,23.2912674,null,22.791686,23.2704237,22.7934387,null],[null,null,null,24.0765805,23.815653,24.0481303,null,24.080777,23.7734136,24.1037562,23.9526043,23.6424427,null,23.7091838,23.9779343,23.6850662,null,23.8561666,null,23.5654002,23.5517391,null,null,null,null,23.8074009,23.5585921,23.5506669,null,null,24.2002122,23.5503917,null,23.6131118,23.9884499,null,23.7356018,24.3270003,23.7380401,null],[null,null,null,20.8301456,21.2258056,20.8122146,null,20.8328147,20.6608902,20.8475356,21.4257963,20.6192051,null,20.6356725,20.769338,21.0169162,null,21.2863852,null,20.6376108,20.6683294,null,null,null,null,20.6765187,20.6475509,20.6764637,null,null,20.9110672,20.6801518,null,20.8833633,21.4762737,null,20.6452346,null,20.6461795,null],[null,null,null,21.7982383,21.9401581,21.7759388,null,21.8015426,21.5741081,21.8197011,22.117812,21.4967246,null,21.533205,21.7217628,21.7595076,null,21.9935892,null,21.4777551,21.4913727,null,null,null,null,21.597165,21.4812209,21.4959815,null,null,21.8969986,21.4981542,null,21.6485543,null,null,21.5495276,null,21.5510726,null],[null,null,null,24.7258127,24.7076819,24.700949,null,24.7294892,24.46904,24.7496608,null,24.3698921,null,24.4186272,24.6401135,24.5461185,null,24.7562216,null,24.327656,24.3304556,null,null,null,null,24.4965721,24.3270393,24.3328202,null,null,24.834984,24.3340268,null,24.4501805,null,null,24.4390586,null,24.4409677,null],[null,null,null,22.5413233,22.4826548,22.5155619,null,22.5451308,22.2737266,22.5660138,null,22.1680896,null,22.2204069,22.4524329,22.3242721,null,22.5304516,null,22.1195606,22.1196608,null,null,null,null,22.3026651,22.1179082,22.1214834,null,null,null,22.1224587,null,22.2311509,null,null,22.2420807,null,22.2441008,null],[null,null,null,25.1520266,25.3134804,25.1297918,null,25.1553221,24.929324,null,null,24.8536203,null,24.8890832,25.0758217,25.1288465,null,25.3680043,null,24.8370905,24.8520691,null,null,null,null,24.9521077,24.8410529,24.8569782,null,null,null,24.8592821,null,25.0150743,null,null,24.905106,null,24.9066255,null],[null,null,null,22.9169144,23.0117683,22.8934057,null,22.9203954,22.6784984,null,null,22.5929243,null,22.6338852,22.8361588,22.8336988,null,null,null,22.5663795,22.5768904,null,null,null,null,22.7033718,22.5686419,22.5808877,null,null,null,22.5828007,null,22.7253528,null,null,22.6517858,null,22.6534725,null],[null,null,null,25.7674962,null,25.7423853,null,25.7712098,25.5086836,null,null,25.4095099,null,25.4581282,25.6809772,25.5961995,null,null,null,25.368427,25.3721783,null,null,null,null,25.5363533,25.3681384,25.3747733,null,null,null,25.3760826,null,25.4972359,null,null,25.4785963,null,25.4805104,null],[null,null,null,26.1089564,null,26.0858213,null,null,25.8757207,null,null,25.7941137,null,25.8327903,26.029571,26.0547291,null,null,null,25.772264,25.7851177,null,null,null,null,25.8998293,25.7753986,25.7896137,null,null,null,25.7917427,null,25.9424757,null,null,25.8499542,null,25.8515764,null],[null,null,null,null,null,23.4086815,null,null,23.1657378,null,null,23.0603658,null,23.1124237,23.3451596,23.2264682,null,null,null,23.0131108,23.014152,null,null,null,null,23.1947329,23.0117876,23.0161976,null,null,null,23.0172717,null,23.1306103,null,null,23.1340741,null,23.1360937,null],[null,null,null,null,null,null,null,null,26.1870234,null,null,26.1203953,null,26.1505946,26.3251493,26.4440644,null,null,null,26.1149475,26.1355644,null,null,null,null,26.2080957,26.1210016,26.1416818,null,null,null,26.14451,null,26.3204737,null,null,26.1649411,null,26.1663143,null],[null,null,null,null,null,null,null,null,23.5276714,null,null,23.4384367,null,23.481365,23.6901224,null,null,null,null,23.4088221,23.4182024,null,null,null,null,23.553392,23.4106356,23.4219887,null,null,null,23.4238134,null,23.5642056,null,null,23.4999793,null,23.5017306,null],[null,null,null,null,null,null,null,null,26.5474748,null,null,26.4661705,null,26.5045959,null,null,null,null,null,26.4453708,26.4589685,null,null,null,null,26.5716026,26.4487671,26.4636392,null,null,null,26.4658455,null,26.6201562,null,null,26.5217222,null,26.5233421,null],[null,null,null,null,null,null,null,null,23.784889,null,null,23.7083334,null,23.744085,null,null,null,null,null,23.6926102,23.7085682,null,null,null,null,23.8080404,23.6968972,23.7137285,null,null,null,23.7161457,null,null,null,null,23.7603148,null,23.7618553,null],[null,null,null,null,null,null,null,null,23.8895989,null,null,23.8206529,null,23.8520869,null,null,null,null,null,23.8133597,23.8333412,null,null,null,null,null,23.8191573,23.8393444,null,null,null,23.8421253,null,null,null,null,23.866888,null,23.8683025,null],[null,null,null,null,null,null,null,null,null,null,null,26.6515031,null,26.6955713,null,null,null,null,null,26.6202232,26.6290518,null,null,null,null,null,26.621812,26.6327415,null,null,null,26.6345263,null,null,null,null,26.7146084,null,26.7163981,null],[null,null,null,null,null,null,null,null,null,null,null,26.7413527,null,26.7817953,null,null,null,null,null,26.7171616,26.7293779,null,null,null,null,null,26.720022,26.7337776,null,null,null,26.7358689,null,null,null,null,26.7996335,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,23.8985558,null,23.9266165,null,null,null,null,null,23.8978727,23.9210192,null,null,null,null,null,23.9048579,23.9276863,null,null,null,23.9307537,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,26.8195834,null,26.8568368,null,null,null,null,null,26.8016298,26.8168278,null,null,null,null,null,26.8056093,26.8218525,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,23.9421513,null,null,null,null,null,null,null,23.9370207,23.9581808,null,null,null,null,null,23.9432502,23.9644424,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,23.9781635,null,null,null,null,null,null,null,23.9692135,23.9886707,null,null,null,null,null,23.974795,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,26.8732604,null,null,null,null,null,null,null,26.8602073,null,null,null,null,null,null,26.8650688,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,23.9923876,null,null,null,null,null,null,23.9974477,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,26.8774713,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_constant.json b/tests/fixtures/r/fsm_gauss_constant.json new file mode 100644 index 0000000..eb07222 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_constant.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"constant"},"z":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"selected":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40],"criteria":[[10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10]]} diff --git a/tests/fixtures/r/fsm_gauss_eps1.json b/tests/fixtures/r/fsm_gauss_eps1.json new file mode 100644 index 0000000..5667370 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_eps1.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,2,1,2,1,1,2,1,2,1,2,1,2,2,1,2,1,2,1],"args":{"s_function":"Dopt","eps":0.1},"z":[1,1,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,1],"selected":[37,40,7,36,4,10,23,3,24,15,18,33,14,2,19,21,29,25,26,17,31,28,11,22,13,34,5,30,35,12,8,6,16,39,27,9,20,38,32,1],"criteria":[[14.223949,45.1067594,57.0831422,80.0933921,29.7777132,34.302162,101.3501356,29.9118168,21.072927,75.9772915,41.0267285,32.7451299,40.0537754,77.2566681,54.9438959,27.9068463,48.8838191,64.5753057,49.5303196,18.7741786,52.1818129,31.0671569,72.5855076,77.8339072,56.6675807,42.3167446,20.6865629,41.2406296,45.2100975,36.6085354,40.640904,14.157023,63.7385206,31.1171317,35.3773102,92.1334686,157.313431,15.2475046,22.448708,106.8315075],[14.223949,45.1067594,57.0831422,80.0933921,29.7777132,34.302162,101.3501356,29.9118168,21.072927,75.9772915,41.0267285,32.7451299,40.0537754,77.2566681,54.9438959,27.9068463,48.8838191,64.5753057,49.5303196,18.7741786,52.1818129,31.0671569,72.5855076,77.8339072,56.6675807,42.3167446,20.6865629,41.2406296,45.2100975,36.6085354,40.640904,14.157023,63.7385206,31.1171317,35.3773102,92.1334686,null,15.2475046,22.448708,106.8315075],[12.5195222,44.1247074,44.5814216,78.009973,20.7643497,26.2728384,99.0257444,23.5937968,20.7291792,71.4033075,40.4024015,28.3000838,38.2231549,77.1768214,52.0581502,26.5428505,29.5948762,64.5396627,46.4257379,16.2326105,36.7453031,30.1763395,45.2599909,76.7243645,55.267258,38.1550957,17.1358559,26.902373,13.3415477,11.9722466,39.1336076,13.7501554,58.1008958,25.9779373,34.0039397,52.8084625,null,14.5121611,21.7724043,null],[14.22392,13.2393764,48.3911646,79.8627941,27.3798338,19.4699447,null,18.4678953,21.0574721,75.8626829,39.9961797,32.6810078,38.5147672,62.050095,48.5547063,27.7606382,48.1486481,64.4235163,48.4226025,17.5864756,50.3801945,17.3233805,67.6645315,59.9785049,43.4316908,24.5171316,14.0659799,39.7324683,41.117467,26.5361451,33.3789304,14.1532745,47.4670246,29.0128797,30.4579785,91.7919392,null,14.9053062,19.8455348,null],[10.6446959,34.0168102,44.2254289,77.4290749,20.1217054,25.0594766,null,18.4916316,15.0272547,71.1972817,14.7312983,7.4444234,31.1227973,76.106874,38.6854663,23.8639161,29.4298029,23.9818337,41.3054576,16.2510991,27.5476824,29.9221643,35.7277857,61.2978133,29.465762,34.6377509,17.0788112,19.8713648,13.6112782,2.4128796,38.5984089,12.1837952,50.5040099,26.0056138,4.6271806,null,null,14.4008183,20.9991785,null],[8.9956902,13.0446445,29.2414386,null,18.9236561,19.1238949,null,18.3852474,21.049642,74.7861545,30.7473007,32.2620246,24.3154495,61.243237,48.5946805,19.2998201,33.2419834,57.392526,45.9678041,16.0527709,48.0138822,13.4441274,57.3190843,39.6574542,26.3702281,24.5821635,11.9226458,36.6046002,17.0077317,4.570391,32.2230388,11.2364278,39.9191861,22.3272376,20.2347568,null,null,14.3031365,19.6210151,null],[9.0509099,13.2486836,29.0456398,null,4.3994235,3.7082881,null,17.4491558,11.595633,null,17.4676195,31.1988156,19.0493165,28.4262994,41.9784608,14.449848,33.3083414,37.0313178,42.9774681,8.2026269,34.3220151,13.3867506,55.1164012,27.1610773,23.8460615,15.9949185,11.0389057,36.6328735,17.17351,1.3276719,4.0157657,11.2047714,31.5566542,18.1729038,19.6558335,null,null,13.871154,14.7344127,null],[10.1380688,34.0057603,43.7367799,null,13.6805862,12.3173849,null,18.4329947,3.9330368,null,3.6126469,4.7816831,22.6652719,42.6042525,36.7897133,14.6429369,27.1902022,2.5631487,38.3795405,12.1809078,23.6188811,28.5968165,null,42.0940305,25.1446045,25.2870663,14.4947552,18.0722476,7.9991922,2.5072598,7.9479111,11.6154856,41.0485567,16.2377825,4.468942,null,null,13.6422281,18.5707523,null],[8.0184573,12.6255282,null,null,12.908542,2.7462376,null,2.8443046,2.4657466,null,3.2402093,2.2267705,5.1255064,6.8752568,36.5087576,10.1076987,10.7883668,2.5788822,24.7675203,12.0131926,23.8556013,3.3458367,null,42.4911403,25.2442497,25.2610475,3.18786,12.8898846,6.948082,2.1239401,3.2140442,8.3074478,39.8111965,8.7644301,2.4948677,null,null,4.6161789,17.8351137,null],[6.6745392,2.4382695,null,null,4.6783909,3.9514417,null,17.3585546,1.6825526,null,7.3869802,4.0475935,16.2061892,18.3609374,40.3845107,10.9717076,12.9954969,19.3494292,38.909547,8.0984957,28.430706,3.0610207,null,null,4.4812099,4.6444361,9.9382549,33.6881223,14.6492405,1.6710148,2.1328617,7.362424,29.0609916,17.8924063,6.4525434,null,null,6.7799942,14.432403,null],[0.3581792,0.4059276,null,null,0.3593899,0.3409676,null,0.5901483,0.458882,null,0.9758782,0.7740899,0.6185975,1.4792474,null,0.6638606,0.839987,1.652778,1.3549958,0.3069242,0.7685115,0.3600277,null,null,1.0172176,0.6835031,0.4677096,1.0326755,0.7217839,0.4108851,0.5381417,0.3897488,0.942636,0.7876717,0.6846093,null,null,0.3619726,0.4237676,null],[0.3127066,1.3864615,null,null,0.737579,0.5075831,null,0.6680341,0.3205051,null,0.4629084,0.3238251,0.8229895,1.6901948,null,0.462346,0.8776143,null,1.1908628,0.6259021,1.4488575,0.7219916,null,null,0.6521674,1.2885324,0.5271227,0.8660009,0.630618,0.5069122,0.4714021,0.3290419,2.2980452,0.6135271,0.5493037,null,null,0.3780855,0.8563578,null],[0.3579567,0.3283646,null,null,0.3121633,0.3392276,null,0.4779328,0.2518403,null,0.3887666,0.4368855,0.5923658,1.288864,null,0.6451632,0.8398286,null,1.1359567,0.3019182,0.6932071,0.3575537,null,null,0.8914792,0.5225698,0.4308583,0.7693541,0.6445936,0.3273503,0.3622275,0.3897485,null,0.6828982,0.3493945,null,null,0.3613547,0.4208594,null],[0.2361832,1.0166985,null,null,0.3824882,0.5013376,null,0.6370312,0.2357589,null,0.4341582,0.3172085,0.5171825,null,null,0.4383197,0.4924721,null,0.6661826,0.256477,0.6306194,0.7130433,null,null,0.489722,0.5237024,0.5269499,0.6557425,0.6246063,0.4298486,0.4597182,0.2411117,null,0.5928078,0.4290016,null,null,0.2704201,0.3073752,null],[0.2152655,null,null,null,0.3633487,0.3588646,null,0.4816919,0.2194061,null,0.4340867,0.2706654,0.4477785,null,null,0.3838699,0.4522557,null,0.6469396,0.2549525,0.6021594,0.4057203,null,null,0.4831793,0.4699892,0.3734687,0.6290134,0.5770058,0.3251422,0.3733286,0.2151489,null,0.5069874,0.2888781,null,null,0.2123503,0.3035679,null],[0.2238784,null,null,null,0.310177,0.3389682,null,0.3728728,0.2471288,null,0.3856397,0.3959053,0.5216773,null,null,0.3362138,0.6497401,null,null,0.2747357,0.6679441,0.2602401,null,null,0.6647429,0.4970593,0.2320989,0.5767405,0.5000193,0.3210255,0.3432031,0.2327086,null,0.3661783,0.3291303,null,null,0.2470181,0.356619,null],[0.1680658,null,null,null,0.3581974,0.3436127,null,0.3757,0.2187506,null,0.4155379,0.2704483,0.3504481,null,null,0.2906051,0.3461141,null,null,0.2269639,null,0.3590203,null,null,0.4629671,0.4607634,0.2863934,0.4668413,0.5053772,0.3251415,0.372746,0.1588149,null,0.3752117,0.2863578,null,null,0.1549235,0.2442009,null],[0.1873655,null,null,null,0.2246035,0.2800451,null,0.2716276,0.2413327,null,0.3856294,0.3912441,0.4408837,null,null,0.3065546,0.6251961,null,null,0.1889201,null,0.2553583,null,null,0.6635102,0.4665219,0.1933358,0.3851858,null,0.3096066,0.327313,0.1997159,null,0.3030664,0.3213609,null,null,0.2195234,0.2472818,null],[0.1315383,null,null,null,0.3346829,0.3259906,null,0.3168927,0.2182606,null,0.4154023,0.2676631,0.3492913,null,null,0.2245781,0.3432331,null,null,0.2090779,null,0.3558417,null,null,null,0.4582875,0.2235107,0.3407508,null,0.2638051,0.3726052,0.129725,null,0.2742334,0.2802289,null,null,0.149075,0.2261823,null],[0.1407165,null,null,null,0.2061242,0.2655806,null,0.269642,0.2133905,null,0.3244085,0.301146,0.4408413,null,null,0.2304703,0.577868,null,null,0.1714266,null,0.2522954,null,null,null,null,0.1795804,0.3833104,null,0.3048353,0.3238689,0.148585,null,0.2689674,0.273614,null,null,0.1942831,0.2242893,null],[0.1228048,null,null,null,0.2690076,0.3259868,null,0.3122721,0.1778052,null,0.3385129,0.2361586,0.3437852,null,null,0.2242236,null,null,null,0.1673137,null,0.35245,null,null,null,null,0.2199812,0.3407195,null,0.2637341,0.3593039,0.1214277,null,0.2724161,0.2767658,null,null,0.1419238,0.183617,null],[0.1306644,null,null,null,0.204989,0.2580314,null,0.2521528,0.1819309,null,0.3233719,0.2632977,0.3146246,null,null,0.2212426,null,null,null,0.154068,null,0.196262,null,null,null,null,0.1709928,0.3770489,null,0.2832476,null,0.1292854,null,0.2629548,0.2735334,null,null,0.1348576,0.1859951,null],[0.1129892,null,null,null,0.1901806,0.2428629,null,0.1996602,0.1813804,null,0.3162983,0.2553965,0.2966616,null,null,0.1928151,null,null,null,0.1356158,null,0.1935092,null,null,null,null,0.1386978,null,null,0.2755524,null,0.11336,null,0.2084205,0.2704362,null,null,0.1268233,0.1592064,null],[0.1220311,null,null,null,0.2585087,0.2598313,null,0.2940576,0.1465939,null,null,0.2208952,0.3070183,null,null,0.222262,null,null,null,0.1575717,null,0.3183722,null,null,null,null,0.2174192,null,null,0.2470957,null,0.1206523,null,0.271566,0.2597233,null,null,0.130852,0.1782363,null],[0.1079035,null,null,null,0.1701342,0.2381235,null,0.1986136,0.1501871,null,null,0.2140062,0.2966408,null,null,0.1919553,null,null,null,0.1274802,null,null,null,null,null,null,0.1386263,null,null,0.2506635,null,0.109376,null,0.2080488,0.2237012,null,null,0.1237549,0.1563908,null],[0.1187306,null,null,null,0.2526937,0.2303768,null,0.2564327,0.1417014,null,null,0.2110649,null,null,null,0.2140308,null,null,null,0.1575654,null,null,null,null,null,null,0.1896986,null,null,0.2436047,null,0.114924,null,0.2573554,0.2483948,null,null,0.1098143,0.1781552,null],[0.1016129,null,null,null,0.2511522,0.2269497,null,0.2290128,0.1415221,null,null,0.2110649,null,null,null,0.1750234,null,null,null,0.1535451,null,null,null,null,null,null,0.1552939,null,null,0.2335584,null,0.097987,null,null,0.2464507,null,null,0.1018211,0.1713944,null],[0.1059158,null,null,null,null,0.2153068,null,0.1761753,0.1394332,null,null,0.2106095,null,null,null,0.1916846,null,null,null,0.1170185,null,null,null,null,null,null,0.134229,null,null,0.2482381,null,0.1055764,null,null,0.2226331,null,null,0.1038334,0.1387798,null],[0.0943329,null,null,null,null,0.2224974,null,0.2283585,0.1319742,null,null,0.2094314,null,null,null,0.1736002,null,null,null,0.1267092,null,null,null,null,null,null,0.155223,null,null,null,null,0.09325,null,null,0.2448546,null,null,0.1008632,0.148467,null],[0.1003966,null,null,null,null,0.2024706,null,0.1705047,0.1367272,null,null,0.208756,null,null,null,0.1865049,null,null,null,0.1137272,null,null,null,null,null,null,0.1263019,null,null,null,null,0.1025678,null,null,null,null,null,0.1036989,0.1383919,null],[0.0906267,null,null,null,null,0.2212253,null,0.2282003,0.1220263,null,null,null,null,null,null,0.1687946,null,null,null,0.1266592,null,null,null,null,null,null,0.1521172,null,null,null,null,0.0900997,null,null,null,null,null,0.099408,0.1477864,null],[0.0971811,null,null,null,null,0.2023852,null,null,0.1195808,null,null,null,null,null,null,0.1837978,null,null,null,0.112258,null,null,null,null,null,null,0.1257363,null,null,null,null,0.0982218,null,null,null,null,null,0.0965596,0.1372618,null],[0.0869738,null,null,null,null,null,null,null,0.1219635,null,null,null,null,null,null,0.1630028,null,null,null,0.1232867,null,null,null,null,null,null,0.1324898,null,null,null,null,0.0860881,null,null,null,null,null,0.0914339,0.1424618,null],[0.0968222,null,null,null,null,null,null,null,0.1147143,null,null,null,null,null,null,null,null,null,null,0.1074107,null,null,null,null,null,null,0.1229795,null,null,null,null,0.0980135,null,null,null,null,null,0.0937986,0.1340307,null],[0.0909175,null,null,null,null,null,null,null,0.1116871,null,null,null,null,null,null,null,null,null,null,0.0958041,null,null,null,null,null,null,0.1198424,null,null,null,null,0.0918596,null,null,null,null,null,0.0880471,null,null],[0.0771947,null,null,null,null,null,null,null,0.1219486,null,null,null,null,null,null,null,null,null,null,0.1218103,null,null,null,null,null,null,null,null,null,null,null,0.076176,null,null,null,null,null,0.0879333,null,null],[0.0842096,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.094137,null,null,null,null,null,null,null,null,null,null,null,0.0851593,null,null,null,null,null,0.0843838,null,null],[0.0758643,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0747077,null,null,null,null,null,0.0843111,null,null],[0.0808182,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0820576,null,null,null,null,null,null,null,null],[0.0736519,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_eps5.json b/tests/fixtures/r/fsm_gauss_eps5.json new file mode 100644 index 0000000..02f4883 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_eps5.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,1,2,2,1,2,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,2],"args":{"s_function":"Dopt","eps":1e-05},"z":[1,1,1,1,1,2,1,1,2,2,1,2,2,2,2,2,1,2,2,1,2,1,2,1,2,1,1,1,2,2,1,2,1,1,2,2,2,2,1,1],"selected":[37,40,7,36,4,10,3,23,15,24,18,33,14,2,19,28,25,26,21,17,29,31,13,34,11,12,22,30,5,6,35,8,16,27,9,39,20,38,1,32],"criteria":[[142239.4895236,451067.5935555,570831.421594,800933.9211371,297777.1317178,343021.6204601,1013501.355554,299118.1675214,210729.2700868,759772.9152127,410267.2846248,327451.2990228,400537.7539331,772566.6810662,549438.9593876,279068.462969,488838.1905251,645753.0565645,495303.1955319,187741.7864521,521818.1286136,310671.5686537,725855.0755855,778339.0720069,566675.8071377,423167.4462378,206865.6291073,412406.2957515,452100.9746079,366085.3541793,406409.0401748,141570.2296343,637385.2057327,311171.3169475,353773.1020168,921334.6855688,1573134.3101435,152475.0462529,224487.0799573,1068315.0752502],[142239.4895236,451067.5935555,570831.421594,800933.9211371,297777.1317178,343021.6204601,1013501.355554,299118.1675214,210729.2700868,759772.9152127,410267.2846248,327451.2990228,400537.7539331,772566.6810662,549438.9593876,279068.462969,488838.1905251,645753.0565645,495303.1955319,187741.7864521,521818.1286136,310671.5686537,725855.0755855,778339.0720069,566675.8071377,423167.4462378,206865.6291073,412406.2957515,452100.9746079,366085.3541793,406409.0401748,141570.2296343,637385.2057327,311171.3169475,353773.1020168,921334.6855688,null,152475.0462529,224487.0799573,1068315.0752502],[125035.6943192,441155.1583994,444644.1062173,779904.7308334,206799.8831132,261976.8723837,990039.8907469,235346.6274542,207259.6184731,713604.9684586,403965.580175,282584.7994798,382060.2107957,771760.7409034,520311.4081337,265300.8401738,294143.395667,645393.2908942,463966.802838,162088.2249322,366008.2371842,301680.0180566,450042.353023,767139.7967341,552541.5152595,381161.4440184,171026.227873,267681.7276074,130432.711148,117416.6105639,391194.9992944,137463.4724225,580481.2999017,259298.3657083,339910.8553639,524403.9659795,null,145052.7858378,217660.7433866,null],[142239.1979402,130368.2424676,483359.1752998,798613.283967,273645.9266042,193756.6965858,null,183951.5665113,210573.739094,758619.5439177,399896.2942854,326806.0023211,385049.8506615,619534.4054165,485140.9600655,277597.0886663,481439.7524338,644225.5150455,484155.6173407,175789.2642864,503687.4325717,172360.2372228,676332.5328281,598650.1427904,433475.6218108,244039.9558132,140238.9880596,397228.8230997,410914.5384049,264721.2398744,333327.7257015,141532.5063193,473636.014212,289995.0486316,304267.1072464,917897.6841709,null,149031.3116539,198289.8875013,null],[105637.5313195,337717.3020565,439698.0872357,773716.1473825,199248.0740931,249023.9065638,null,183007.0675599,149111.955516,711134.0819471,141668.9223702,69860.9453094,309212.4330906,760849.7829462,383911.3938378,237720.6754152,290500.7374618,231373.6752326,411186.502671,162044.7777713,271374.8386035,299029.9725963,351127.6533364,609824.5863751,289416.3346001,345092.5065199,170078.3663798,195157.0595835,130145.4713017,16646.6583693,385538.8758147,121392.5789841,502038.687581,259080.3169357,39587.7920352,null,null,143864.2907914,209747.1513796,null],[88815.1905917,126279.1978502,287324.5945888,null,187154.265917,189309.0732211,null,182393.7497099,210492.9088005,747617.3376265,305370.144925,322523.1331037,239930.5765487,610256.6135557,485140.0810649,191114.8934136,329019.6969715,572386.8460887,458974.8870506,160062.2511807,479424.343328,131954.2118754,570414.9580332,390155.1241913,258521.5770945,243577.0196332,117853.7882438,365136.5935387,164135.8119078,39389.6743021,321096.6736526,111728.5732295,395292.2065802,221485.4509851,199376.6178622,null,null,142863.2743224,195841.0396521,null],[99794.429537,336481.6940474,433009.6266641,null,132190.0135176,116457.3909585,null,181465.3281735,33515.9876077,null,24652.1416339,40032.2561082,219314.0243254,412103.77648,362589.4823678,140670.7665898,264543.4411946,6532.2242948,380396.9508735,119796.0458666,228806.5596966,285082.7884741,349063.8038235,407803.3776546,241334.7883997,246980.550851,142510.1973452,174372.3432702,67368.6111873,14218.8425149,67550.9866447,115142.8859591,400873.0487224,156273.5138543,34913.5816846,null,null,135848.7511271,184403.485021,null],[88815.2394071,126276.7294683,null,null,34015.1896864,28297.6843966,null,171980.2173025,112085.7750127,null,165200.0970492,311354.5256608,184226.1256243,267806.2085509,415797.2073597,140192.5486258,328086.7678409,358768.1916731,427310.3203293,77826.3870794,336074.4802096,130175.6986122,545660.2988471,258314.7317125,230243.4647627,152869.0758112,108043.0997018,364955.7263758,162988.5325142,1835.1988566,27623.6188393,111112.1038926,306783.7308135,177734.3769463,191660.6955047,null,null,138328.0781349,144673.3305451,null],[60960.53086,8494.3719022,null,null,33950.2880319,27943.7469256,null,169955.3616286,103.5420574,null,44540.4447224,13037.1552435,152936.8592468,158554.8809657,398513.6566041,99976.4358109,111639.1856614,152364.4476712,384207.3421426,74499.0600077,274127.0053532,20590.1020628,null,92750.9422792,9247.3854195,21796.331743,95324.2618116,333454.0605939,135106.4907384,1232.5166222,1820.7145224,67799.2645678,276096.1043465,173139.2640496,42070.4800329,null,null,61701.5831932,139787.5098918,null],[74373.6787218,94751.7174122,null,null,122872.1288532,7340.1092152,null,5491.1714656,15992.3026206,null,16852.3499448,9933.2749758,29754.1147338,4424.6879722,null,85359.4032136,90124.3025088,36.2777048,231539.4616439,117105.3736766,228806.4844447,8498.1917301,null,407718.1719811,239219.9754426,244009.7830179,12475.3031934,111207.8092993,47448.544179,3791.6007188,12214.3059213,77017.6828448,386416.4406219,66760.9331236,7709.9952956,null,null,37378.7513696,175914.2101581,null],[0.3581792,0.4059276,null,null,0.3593899,0.3409676,null,0.5901483,0.458882,null,0.9758782,0.7740899,0.6185975,1.4792474,null,0.6638606,0.839987,1.652778,1.3549958,0.3069242,0.7685115,0.3600277,null,null,1.0172176,0.6835031,0.4677096,1.0326755,0.7217839,0.4108851,0.5381417,0.3897488,0.942636,0.7876717,0.6846093,null,null,0.3619726,0.4237676,null],[0.3127066,1.3864615,null,null,0.737579,0.5075831,null,0.6680341,0.3205051,null,0.4629084,0.3238251,0.8229895,1.6901948,null,0.462346,0.8776143,null,1.1908628,0.6259021,1.4488575,0.7219916,null,null,0.6521674,1.2885324,0.5271227,0.8660009,0.630618,0.5069122,0.4714021,0.3290419,2.2980452,0.6135271,0.5493037,null,null,0.3780855,0.8563578,null],[0.3579567,0.3283646,null,null,0.3121633,0.3392276,null,0.4779328,0.2518403,null,0.3887666,0.4368855,0.5923658,1.288864,null,0.6451632,0.8398286,null,1.1359567,0.3019182,0.6932071,0.3575537,null,null,0.8914792,0.5225698,0.4308583,0.7693541,0.6445936,0.3273503,0.3622275,0.3897485,null,0.6828982,0.3493945,null,null,0.3613547,0.4208594,null],[0.2361832,1.0166985,null,null,0.3824882,0.5013376,null,0.6370312,0.2357589,null,0.4341582,0.3172085,0.5171825,null,null,0.4383197,0.4924721,null,0.6661826,0.256477,0.6306194,0.7130433,null,null,0.489722,0.5237024,0.5269499,0.6557425,0.6246063,0.4298486,0.4597182,0.2411117,null,0.5928078,0.4290016,null,null,0.2704201,0.3073752,null],[0.2238784,null,null,null,0.310177,0.3389682,null,0.3728728,0.2471288,null,0.3856397,0.3959053,0.5216773,null,null,0.3362138,0.6497401,null,0.7012013,0.2747357,0.6679441,0.2602401,null,null,0.6647429,0.4970593,0.2320989,0.5767405,0.5000193,0.3210255,0.3432031,0.2327086,null,0.3661783,0.3291303,null,null,0.2470181,0.356619,null],[0.2152655,null,null,null,0.3633487,0.3588646,null,0.4816919,0.2194061,null,0.4340867,0.2706654,0.4477785,null,null,0.3838699,0.4522557,null,null,0.2549525,0.6021594,0.4057203,null,null,0.4831793,0.4699892,0.3734687,0.6290134,0.5770058,0.3251422,0.3733286,0.2151489,null,0.5069874,0.2888781,null,null,0.2123503,0.3035679,null],[0.1729631,null,null,null,0.2872914,0.328864,null,0.3032423,0.233683,null,0.384588,0.3864576,0.3887308,null,null,0.262619,0.4659972,null,null,0.2181476,0.559966,0.2242758,null,null,0.6109449,0.4181444,0.1799584,null,0.470609,0.3168277,0.3426628,0.1694098,null,0.2798223,0.325496,null,null,0.1711808,0.2522797,null],[0.1600814,null,null,null,0.3393235,0.3195963,null,0.338917,0.2193441,null,0.4207377,0.2658351,0.3911229,null,null,0.2860003,0.4298011,null,null,0.2155271,0.4592993,0.3803019,null,null,null,0.4698644,0.2664062,null,0.3957042,0.3022908,0.3732949,0.1614195,null,0.3439093,0.2883493,null,null,0.1781368,0.2434263,null],[0.1392798,null,null,null,0.2732289,0.310943,null,0.2960681,0.2109484,null,0.3183998,0.3050214,0.386011,null,null,0.2071651,0.4443672,null,null,0.2083396,0.5593744,0.2237228,null,null,null,null,0.1730861,null,0.4652808,0.3096045,0.339015,0.1337535,null,0.2599709,0.2723079,null,null,0.1577932,0.2414211,null],[0.1500236,null,null,null,0.2752006,0.3195765,null,0.3358536,0.1779925,null,0.3494765,0.2331579,0.3820908,null,null,0.2851289,0.401145,null,null,0.17164,null,0.3783064,null,null,null,null,0.263995,null,0.3946102,0.3022812,0.360436,0.1513397,null,0.3429812,0.2856829,null,null,0.1684595,0.1963225,null],[0.1191664,null,null,null,0.202981,0.2616633,null,0.2295072,0.2083308,null,0.3182951,0.2968079,0.3471988,null,null,0.1947745,null,null,null,0.1496297,null,0.2232023,null,null,null,null,0.1520176,null,0.381522,0.2929065,0.323867,0.1180462,null,0.2256588,0.2672945,null,null,0.1475359,0.1743352,null],[0.1437746,null,null,null,0.2746345,0.307719,null,0.309172,0.1668225,null,0.348437,0.2178092,0.299996,null,null,0.2754166,null,null,null,0.1669503,null,0.320855,null,null,null,null,0.2480341,null,null,0.2963428,0.3504786,0.1394059,null,0.3316322,0.2855926,null,null,0.1307994,0.1829025,null],[0.1041718,null,null,null,0.1867839,0.2547719,null,0.2071519,0.2062782,null,0.3182753,0.2902505,0.3454076,null,null,0.1679028,null,null,null,0.1419513,null,0.2228194,null,null,null,null,0.1271968,null,null,0.2487879,null,0.1083821,null,0.1806775,0.2647613,null,null,0.1474904,0.1686558,null],[0.1436064,null,null,null,0.2642845,0.2484048,null,0.2973116,0.1385916,null,0.3218789,0.2048438,null,null,null,0.2712643,null,null,null,0.159355,null,0.2960987,null,null,null,null,0.2472215,null,null,0.2784227,null,0.1393065,null,0.3288803,0.2683485,null,null,0.1242361,0.1798459,null],[0.1167802,null,null,null,0.2624927,0.2427322,null,0.2550283,0.1384969,null,0.3191188,0.2046647,null,null,null,0.2097258,null,null,null,0.1538006,null,0.2797683,null,null,null,null,0.1923218,null,null,0.2618491,null,0.1124392,null,null,0.263628,null,null,0.1107161,0.1704771,null],[0.101114,null,null,null,0.1828262,0.2240142,null,0.1793419,0.1887735,null,null,0.2829574,null,null,null,0.1674586,null,null,null,0.1274661,null,0.1867941,null,null,null,null,0.121396,null,null,0.2465454,null,0.102775,null,null,0.2643886,null,null,0.1197444,0.145337,null],[0.1129427,null,null,null,0.2330243,0.2421884,null,0.2491965,0.1156128,null,null,null,null,null,null,0.2095624,null,null,null,0.1440123,null,0.2786235,null,null,null,null,0.1913877,null,null,0.2410222,null,0.1101634,null,null,0.2320609,null,null,0.1104631,0.166825,null],[0.0953677,null,null,null,0.1790059,0.2232444,null,0.1785841,0.1559791,null,null,null,null,null,null,0.1636439,null,null,null,0.1236933,null,null,null,null,null,null,0.1205503,null,null,0.2428138,null,0.0954199,null,null,0.2258411,null,null,0.1076766,0.1426969,null],[0.1109414,null,null,null,0.2276731,0.2185239,null,0.2216262,0.1117335,null,null,null,null,null,null,0.2042943,null,null,null,0.1439094,null,null,null,null,null,null,0.1709189,null,null,null,null,0.1065376,null,null,0.2214076,null,null,0.0954696,0.1668118,null],[0.0905612,null,null,null,null,0.2108626,null,0.1743696,0.1525539,null,null,null,null,null,null,0.1598872,null,null,null,0.1202398,null,null,null,null,null,null,0.1145212,null,null,null,null,0.0929318,null,null,0.2014406,null,null,0.1075934,0.1423032,null],[0.0899333,null,null,null,null,null,null,0.1560353,0.1460839,null,null,null,null,null,null,0.1596,null,null,null,0.1139646,null,null,null,null,null,null,0.1113066,null,null,null,null,0.0924657,null,null,0.1999508,null,null,0.1035815,0.1376488,null],[0.103994,null,null,null,null,null,null,0.2201832,0.1057546,null,null,null,null,null,null,0.2022423,null,null,null,0.1206516,null,null,null,null,null,null,0.1705521,null,null,null,null,0.1019289,null,null,null,null,null,0.0946068,0.1460129,null],[0.087017,null,null,null,null,null,null,null,0.1359891,null,null,null,null,null,null,0.1568198,null,null,null,0.113507,null,null,null,null,null,null,0.10988,null,null,null,null,0.0899019,null,null,null,null,null,0.1020226,0.1376213,null],[0.0989302,null,null,null,null,null,null,null,0.1056062,null,null,null,null,null,null,null,null,null,null,0.1167709,null,null,null,null,null,null,0.1494551,null,null,null,null,0.0966735,null,null,null,null,null,0.0867166,0.140445,null],[0.0773575,null,null,null,null,null,null,null,0.1359215,null,null,null,null,null,null,null,null,null,null,0.1112335,null,null,null,null,null,null,null,null,null,null,null,0.079958,null,null,null,null,null,0.098205,0.1336677,null],[0.0909793,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1157636,null,null,null,null,null,null,null,null,null,null,null,0.088619,null,null,null,null,null,0.0816496,0.1389777,null],[0.0864704,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1028604,null,null,null,null,null,null,null,null,null,null,null,0.0842759,null,null,null,null,null,0.0783528,null,null],[0.0757219,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0778964,null,null,null,null,null,0.0923795,null,null],[0.0833171,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0816641,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0739454,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_k4.json b/tests/fixtures/r/fsm_gauss_k4.json new file mode 100644 index 0000000..84ac149 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_k4.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[3,4,2,1,4,1,2,3,4,1,2,3,1,4,3,2,3,2,1,4,4,2,3,1,3,1,2,4,1,2,4,3,3,4,1,2,4,2,3,1],"args":{"s_function":"Dopt"},"z":[1,4,2,4,3,1,2,4,1,2,4,1,3,1,3,3,4,3,4,4,2,2,3,4,3,2,2,1,2,2,1,2,1,3,1,1,3,3,4,4],"selected":[37,40,7,36,4,14,10,23,24,33,3,18,31,2,15,29,25,26,12,19,11,21,13,28,34,6,30,17,35,22,8,5,16,39,9,27,20,32,38,1],"criteria":[[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,15731.3431014,1524.7504625,2244.8707996,10683.1507525],[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,null,1524.7504625,2244.8707996,10683.1507525],[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,null,1524.7504625,2244.8707996,null],[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,null,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,null,1524.7504625,2244.8707996,null],[1250.3728843,4411.5607688,4446.5579881,7799.0667942,2068.0831312,2619.8438204,null,2353.5253656,2072.5993998,7136.0924641,4039.661641,2825.8895684,3820.6192294,7717.6081558,5203.1410709,2653.0211589,2941.6143621,6453.9332423,4639.6970648,1620.90602,3660.2267461,3016.8085122,4500.6791,7671.4083446,5525.4282495,3811.6533631,1710.2954877,2676.9513787,1304.6251713,1174.3965236,3911.9640904,1374.6385296,5804.8657263,2593.0317229,3399.1213985,null,null,1450.5347359,2176.6137591,null],[890.3565343,4502.1273454,3592.5812044,null,2059.5759466,3348.9296695,null,2955.0368417,2106.3450028,7483.7432772,3122.4793949,3229.7977842,2501.3765344,7673.4733233,5491.685589,1942.8779652,3410.6924048,5729.0718132,4722.200515,1703.5902037,4950.2346911,2607.9064502,6113.2954893,5463.7632074,3732.8513984,4209.2769935,1890.259732,3830.7118275,2184.0623654,1596.6502405,3903.0734372,1117.5122687,5725.3950761,2474.8912987,2578.8548356,null,null,1457.5594783,2209.7341565,null],[1283.8760845,3594.3387066,5705.9234358,null,2961.7740274,3187.5023822,null,2291.451725,1495.8138202,7530.7884863,1661.4761721,892.5437081,3399.885779,null,3965.8000519,2576.706277,4887.8223648,2450.1847391,4552.5434834,1867.8796175,3892.6140683,3064.0703651,5731.8387504,6117.9860158,2909.9995603,3752.5905241,2068.6298553,3074.0807401,4472.6674112,3095.0555962,4033.2186213,1282.2088802,5795.4024939,3107.6909859,795.1306577,null,null,1502.4919751,2143.8913166,null],[1422.3919796,1303.8842334,4833.6467972,null,2736.4744512,1937.6608948,null,1839.5881368,2105.7374889,null,3998.9694691,3268.0604293,3850.5082528,null,4851.4500619,2775.9718126,4814.40218,6442.2561118,4841.5631883,1757.9001643,5036.8857349,1723.6894083,6763.3564916,5986.614502,4334.8400379,2440.512279,1402.4318072,3972.2977818,4109.1713017,2647.2761848,3333.3232454,1415.3250869,4736.4631857,2899.9638121,3042.7022255,null,null,1490.3152836,1982.9153603,null],[1209.7894725,4371.0474516,4390.1655949,null,1362.5091192,1377.5364631,null,2350.0746475,776.0648647,null,2547.4529552,2371.9221039,3066.8225236,null,5076.5337365,1780.0986143,2701.3511016,3649.8134127,4258.6281796,1204.2838131,3343.2220101,2867.4987928,null,5971.5070035,5227.2172214,2730.2542532,1445.9171119,2396.3475738,689.8958605,1114.7782251,682.4165165,1329.164024,4953.4020621,1581.8590198,3262.4686643,null,null,1365.4776848,1949.747548,null],[560.0731592,3318.8584462,1425.9039289,null,1470.595759,3341.8952236,null,2307.9555698,2019.3868179,null,2485.3943851,3175.1551144,2326.0010518,null,5463.5414946,378.3680186,2748.5870076,4673.1576936,2900.2736643,1619.6447465,4676.9124806,1556.157672,null,null,3408.5366714,3855.8222759,523.3002098,3220.2121929,1645.7784997,1592.5621745,3496.5935739,653.3705656,5654.4397316,648.6417271,2471.9364255,null,null,1070.7465514,2202.7095381,null],[1281.0936112,3574.5419502,5705.5778845,null,1722.6912918,1520.8872713,null,2201.6912502,378.6267064,null,229.741627,690.0454037,2709.0738732,null,3501.7696491,1976.172797,4831.6416835,86.69874,4224.6365577,1174.3814435,2876.5453509,2988.3562617,null,null,2575.859087,2843.5299717,1955.1969721,3062.6426943,4387.2990867,2804.1636535,797.04541,1270.0072235,null,2549.7416407,682.1073692,null,null,1433.063124,1729.5115948,null],[1388.269261,505.3414091,null,null,2342.5431671,1892.5195524,null,1820.0323697,1544.1969555,null,3858.1034894,1293.0727246,3151.1930304,null,4566.4617031,2661.6767527,1605.7227818,5986.2133263,4039.1197777,1730.1628406,3758.2094609,363.7928858,null,null,3500.6081246,1769.803793,1365.2151607,3430.1203436,2952.9724354,2235.9548789,3262.1266084,1263.1784406,null,2899.9060001,2633.0372006,null,null,778.5068928,1982.9319464,null],[60.5394953,2622.9556709,null,null,374.3532288,3312.1172721,null,2057.9683571,1653.8912432,null,2386.3407585,3055.3012425,985.7133847,null,1235.6836846,13.3227407,776.4077811,null,162.8610332,294.3899474,2087.1672247,1547.6730848,null,null,2385.602672,1139.1615525,433.5058439,2195.7166837,1545.9425534,1413.3363561,3469.5461865,66.8687523,null,320.0944428,2269.6180463,null,null,412.4938748,153.4143181,null],[277.7104695,4304.4341905,null,null,297.2960134,1131.6979126,null,2295.2793319,288.0444601,null,1117.3253527,1282.1664276,3058.4614417,null,4299.1689562,573.9347527,2297.3811811,null,3513.889895,486.0009302,2892.7687461,2832.1034547,null,null,282.2811396,236.2555501,1317.0398176,2230.8019217,288.879654,962.7193101,null,417.3445897,null,1033.213713,2736.7484339,null,null,1073.8659481,1123.3219878,null],[1374.2564044,null,null,null,1486.1400738,1697.3691967,null,1514.3795798,477.4852989,null,165.2479726,127.9024832,2903.7323262,null,4200.2151564,2553.1914068,1321.801172,null,2189.1051522,1572.8459665,3748.5008569,358.1766286,null,null,3131.333844,1125.1603025,1235.9890597,2748.3482056,2938.9194992,880.3658484,null,1263.170309,null,2485.3635546,703.4353304,null,null,773.1510067,1982.7261117,null],[1247.1957192,null,null,null,1313.2705404,1105.5961747,null,1486.2374807,106.5891137,null,105.1423784,126.0461806,232.248688,null,null,1873.1006049,1291.6228601,null,2492.9967756,1174.1317566,2683.3401882,360.5349417,null,null,2554.700519,2791.957166,1541.4044159,3044.6050639,4082.5699386,2536.8272176,null,1122.0057524,null,2417.1945136,650.7885282,null,null,396.8761945,1685.4285073,null],[830.5487719,null,null,null,79.3889965,450.6064605,null,3.5835597,45.7706885,null,90.4145011,114.1708743,764.3385283,null,null,2253.7720863,163.1369204,null,291.5200614,20.5144377,5.2368633,40.7783134,null,null,3092.4375157,2.6834086,751.9274481,574.9006909,null,788.476021,null,715.1045959,null,1880.2676923,668.2327384,null,null,14.2982001,18.8647896,null],[320.450462,null,null,null,603.3309918,489.3805048,null,54.4457275,105.0609643,null,78.0257815,115.7822011,200.6310688,null,null,349.8145109,1215.465756,null,2007.3570476,679.0877038,1140.7753382,228.0831991,null,null,null,2760.4773415,6.020523,262.3259545,null,610.1700956,null,395.1855936,null,138.6337301,303.7550417,null,null,229.0928409,1251.067892,null],[2.0233184,null,null,null,83.4634843,731.2367027,null,1302.6432679,590.0036511,null,1350.210436,2377.5951254,116.3184083,null,null,3.381147,606.5248005,null,56.6892947,67.4140431,2015.4683407,48.9979435,null,null,null,null,195.0522345,2181.4883229,null,110.0100741,null,19.0796385,null,320.4640303,996.0867355,null,null,59.3024333,89.6816531,null],[178.2326188,null,null,null,24.2309351,741.1412746,null,2044.2124233,3.5954138,null,887.5643198,null,2960.9799433,null,null,265.5282866,2038.3902599,null,3513.7015808,385.6837127,1636.9415488,812.0719195,null,null,null,null,672.8389458,2173.9586598,null,226.3732637,null,278.0765021,null,799.398069,675.0613683,null,null,755.846056,923.1048777,null],[0.2273878,null,null,null,0.5509924,0.579327,null,0.8574019,0.4631739,null,1.1835581,null,1.1087489,null,null,0.3429251,0.8891995,null,null,0.3862527,1.1407493,0.7612526,null,null,null,null,0.411757,0.9095066,null,0.5063294,null,0.234416,null,0.4525108,0.9935845,null,null,0.3532228,0.5016737,null],[0.4108549,null,null,null,0.5554867,0.8850855,null,0.6845795,0.2427453,null,null,null,0.6416769,null,null,0.7214561,0.9872798,null,null,0.4401227,1.1104267,0.7335346,null,null,null,null,0.5501388,0.9838316,null,0.9956995,null,0.4214743,null,0.8043938,0.6800871,null,null,0.3394068,0.6623045,null],[0.4159601,null,null,null,0.6762751,0.763925,null,0.5167783,0.4777156,null,null,null,1.2284879,null,null,0.956746,1.1736414,null,null,0.4593207,null,0.432036,null,null,null,null,0.5272869,0.9247138,null,0.9279418,null,0.3701509,null,1.0302433,0.5071492,null,null,0.3295707,0.4936494,null],[0.2621145,null,null,null,0.6403909,1.6254216,null,1.5769554,0.3919021,null,null,null,null,null,null,0.3864801,0.7155149,null,null,0.4752032,null,0.6616967,null,null,null,null,0.5968477,1.8847959,null,0.8843715,null,0.2474636,null,0.6956813,0.6790276,null,null,0.266594,0.5410253,null],[0.414841,null,null,null,0.6558973,0.5328919,null,0.4099857,0.3503599,null,null,null,null,null,null,0.9021838,0.6491636,null,null,0.3787341,null,0.2639629,null,null,null,null,0.5267323,null,null,0.8389048,null,0.3696773,null,0.9980562,0.4604836,null,null,0.2052032,0.3620432,null],[0.1894648,null,null,null,0.4551399,1.0431798,null,0.7095436,0.3733085,null,null,null,null,null,null,0.3157187,0.7040144,null,null,0.2920651,null,0.6259725,null,null,null,null,0.3083077,null,null,0.6870004,null,0.2005788,null,null,0.6012765,null,null,0.2380007,0.3318844,null],[0.2951922,null,null,null,0.3278328,null,null,0.6169259,0.238226,null,null,null,null,null,null,0.5905145,0.9323695,null,null,0.2348466,null,0.7195394,null,null,null,null,0.50293,null,null,0.9948006,null,0.3139509,null,null,0.6450195,null,null,0.2972276,0.3708353,null],[0.205137,null,null,null,0.452138,null,null,0.7099677,0.2960562,null,null,null,null,null,null,0.337891,0.8860507,null,null,0.3676755,null,0.7538575,null,null,null,null,0.396556,null,null,null,null,0.2188145,null,null,0.6353984,null,null,0.3526169,0.5008146,null],[0.1886544,null,null,null,0.4296702,null,null,0.42217,0.3535316,null,null,null,null,null,null,0.3092036,null,null,null,0.2713135,null,0.4744324,null,null,null,null,0.2443651,null,null,null,null,0.2005787,null,null,0.5737253,null,null,0.2243034,0.3270025,null],[0.2840055,null,null,null,0.3101265,null,null,0.5173756,0.2247918,null,null,null,null,null,null,0.5826246,null,null,null,0.2340378,null,0.6448138,null,null,null,null,0.4223824,null,null,null,null,0.3112071,null,null,null,null,null,0.2971754,0.3585395,null],[0.1831494,null,null,null,0.4485152,null,null,0.5746143,0.2367912,null,null,null,null,null,null,0.3207402,null,null,null,0.3215868,null,null,null,null,null,null,0.3472716,null,null,null,null,0.1794616,null,null,null,null,null,0.2085964,0.4108332,null],[0.240157,null,null,null,0.63254,null,null,null,0.3367889,null,null,null,null,null,null,0.4675748,null,null,null,0.354818,null,null,null,null,null,null,0.2758009,null,null,null,null,0.2124037,null,null,null,null,null,0.1827559,0.3255997,null],[0.2068964,null,null,null,null,null,null,null,0.2774236,null,null,null,null,null,null,0.4639726,null,null,null,0.2321328,null,null,null,null,null,null,0.2679772,null,null,null,null,0.1939733,null,null,null,null,null,0.1771153,0.2431675,null],[0.1680714,null,null,null,null,null,null,null,0.2366729,null,null,null,null,null,null,null,null,null,null,0.3007677,null,null,null,null,null,null,0.2633196,null,null,null,null,0.1622464,null,null,null,null,null,0.1692508,0.3757952,null],[0.1771038,null,null,null,null,null,null,null,0.2851404,null,null,null,null,null,null,null,null,null,null,0.2710065,null,null,null,null,null,null,0.2364495,null,null,null,null,0.1887834,null,null,null,null,null,0.2104352,null,null],[0.2770421,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2339242,null,null,null,null,null,null,0.3432441,null,null,null,null,0.2991275,null,null,null,null,null,0.2358808,null,null],[0.1541956,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2226713,null,null,null,null,null,null,null,null,null,null,null,0.1497682,null,null,null,null,null,0.1588121,null,null],[0.2328128,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.252375,null,null,null,null,null,0.2064303,null,null],[0.1536696,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.170071,null,null],[0.1683005,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_marginal_var_sum.json b/tests/fixtures/r/fsm_gauss_marginal_var_sum.json new file mode 100644 index 0000000..9b66457 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_marginal_var_sum.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"marginal var sum"},"z":[2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],"selected":[1,2,40,37,23,7,33,36,10,4,3,14,24,15,21,17,25,18,13,29,19,31,30,28,11,35,12,6,22,5,26,34,8,16,39,27,9,20,38,32],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,2.6301115,5.4197119,3.9915545,2.2727932,3.7741567,2.3883285,1.5762434,5.944961,2.5297919,1.2392643,3.5602549,2.7472671,6.3844581,2.1677145,3.4884077,2.8732007,4.1735286,3.0628433,6.3909455,0.8546502,2.3027093,5.0042958,3.6125096,3.6573546,1.3670153,4.2734671,3.9615923,2.1291369,2.2782348,1.7004211,6.1551236,2.4653498,0.9058816,7.0790428,1.9821209,1.4995908,3.4254937,7.664586],[null,null,3.7435176,5.0266069,1.133952,1.9982708,4.7433613,1.2480527,1.1572144,4.8902112,1.8000334,1.5362836,2.8879312,2.6937668,2.2466779,0.314045,3.0304061,3.1669568,1.8483043,0.633936,2.3452787,1.816895,4.4397572,1.8178603,1.3751983,1.4260888,0.3177867,1.2130047,1.1917732,1.3144037,2.662241,0.0362496,3.0624876,0.4385195,1.4354069,3.9374909,5.2171637,0.712579,0.7286296,null],[null,null,8.2229037,7.0367994,4.9377016,4.9783115,7.894216,5.0774556,5.5162202,6.9345237,5.4381396,6.1770868,7.2134002,7.1168325,6.6771202,5.203009,8.3359591,6.1736587,7.3869701,5.06819,5.8834638,6.0056809,8.9219175,7.2948454,6.6087264,6.6489896,4.7141948,5.207816,4.4612903,3.9913193,5.6013318,4.9939498,8.2227941,5.0097071,4.9731593,5.9762033,null,5.6661189,5.5247573,null],[null,null,4.7202437,6.1969176,4.6018244,3.5013334,6.7371111,3.2646261,3.985866,6.1826572,4.8022294,4.3170691,4.6224977,4.3047534,5.5275891,3.6952378,5.2679026,5.4538714,4.8265094,4.0646536,5.354523,3.3655407,null,6.0304302,5.4604099,5.2815259,2.9991301,4.028549,3.9961458,3.6063054,4.1234922,3.482859,6.2086396,3.5050509,3.7845104,6.7363081,null,3.5566694,4.2450918,null],[null,null,6.3912169,7.2409784,5.9344911,5.7397913,null,5.7245171,5.1996295,7.4648345,5.3110304,5.0111823,6.6411679,5.8539339,7.3634198,5.1503898,6.5787622,5.5899483,6.5798726,5.6910922,7.2304205,5.2495529,null,6.2081435,5.6090605,6.0266107,5.0002813,6.2797974,5.8175083,5.0447135,5.7864069,5.0376246,7.5639307,5.3534104,4.6429441,6.7865739,null,5.2668926,5.9297508,null],[null,null,7.4605865,8.1339533,7.0144479,6.6141822,null,6.5832425,6.4652693,8.2241553,6.8491514,6.5852072,7.3853426,7.3176943,7.9910513,6.5429145,7.6077669,7.2366667,7.5127419,6.7049567,7.8935998,6.4206985,null,7.878936,7.3342701,7.224631,6.2088443,7.1263312,6.9995635,6.4672171,6.8033429,6.3101059,null,6.5837621,6.3364834,8.5350059,null,6.4018824,6.8728405,null],[null,null,6.6771161,7.2819955,6.3882273,6.2463684,null,6.1932716,5.8881956,7.3622776,6.2365827,5.9531203,6.6007356,6.7582224,7.0447135,6.0498133,6.6156258,6.5572006,6.6218585,6.1010391,7.0955907,5.9773247,null,6.889957,6.4749023,6.2820719,5.873596,6.592999,6.6206726,6.2330464,6.3069551,5.8148268,null,6.1482142,5.9786926,null,null,5.8443905,6.1813457,null],[null,null,8.4044732,8.4309124,7.0416038,7.2519542,null,7.1912421,7.00454,null,6.9608322,7.0728983,8.1831863,7.7195777,8.1068088,6.7632824,8.367853,7.3428222,8.0008031,7.0041362,7.8673163,7.3042653,null,7.5723683,7.1965987,7.4999217,6.6929891,7.3144789,6.8866053,6.5347447,7.4444368,6.6941959,null,6.8383066,6.6287433,null,null,7.0673311,7.2125727,null],[null,null,8.2796468,null,7.0765345,7.1641859,null,7.2971286,7.0135225,null,7.0383861,7.2192891,7.9124294,8.2100719,7.9262843,7.2348636,8.1762242,7.2986825,8.0672093,7.05428,7.7187396,7.3836487,null,8.0154507,7.5791587,7.4048288,7.0658895,7.5076647,7.2975898,6.8756593,7.2207083,7.0113492,null,7.2814077,6.9665301,null,null,7.18655,7.2335033,null],[null,null,null,null,6.2953341,6.1521417,null,6.2708081,5.9666525,null,6.2689024,6.1961217,6.5123025,7.2438368,6.8279111,6.4253013,6.6896051,6.5103665,6.788809,6.1056286,6.8135253,6.1886091,null,7.2412704,6.7989625,6.2771539,6.1800221,6.64182,6.7540086,6.3537373,6.1491124,6.0942087,null,6.4699685,6.2535731,null,null,6.0461089,6.1924345,null],[null,null,null,null,6.5091485,6.3555783,null,6.3152286,6.1810828,null,6.4924205,6.2903989,6.5753096,null,6.8804203,6.3288084,6.6431333,6.7419146,6.6343919,6.2862153,6.9275541,6.2189737,null,6.9901567,6.7034584,6.4506294,6.1617932,6.6046916,6.6994001,6.4696697,6.4266236,6.1340999,null,6.3655378,6.3384083,null,null,6.1210647,6.3276177,null],[null,null,null,null,7.2754984,7.1817867,null,7.2389807,7.0477858,null,7.235194,7.1969206,7.6070351,null,7.8230413,7.2644903,7.76401,7.4566858,7.7499073,7.143402,7.7599997,7.2034006,null,null,7.6167667,7.3739763,7.0838304,7.5102711,7.4857725,7.1630529,7.2310703,7.0556327,null,7.2990959,7.1226897,null,null,7.0967342,7.2414575,null],[null,null,null,null,6.3995027,6.399123,null,6.2965331,6.1532264,null,6.379611,6.1943473,6.5646181,null,null,6.147518,6.5495537,6.627239,6.470475,6.2148247,6.792019,6.2214349,null,null,6.4037281,6.3249631,6.0806384,6.4720871,6.5099311,6.368066,6.4739375,6.0269139,null,6.2059724,6.2337332,null,null,6.0783195,6.2429659,null],[null,null,null,null,6.9485723,6.9004301,null,6.9143166,6.8344659,null,7.047768,7.030255,7.2147752,null,null,7.0013541,7.392434,7.2899918,7.3161258,6.8239651,null,6.9834076,null,null,7.3516693,7.0498767,6.8380855,7.0989096,7.1547024,6.9744845,6.9849768,6.8044517,null,7.0019486,7.007835,null,null,6.8353433,6.8842324,null],[null,null,null,null,6.7354101,6.6473192,null,6.6386214,6.560796,null,6.8152346,6.7211794,6.820698,null,null,6.7345058,null,7.0291124,6.9098037,6.5791374,null,6.6475996,null,null,7.0436852,6.7281017,6.5847965,6.8351179,6.955001,6.8090145,6.710989,6.5466892,null,6.7406909,6.7774443,null,null,6.5280676,6.6072981,null],[null,null,null,null,6.2099958,6.2374482,null,6.1499386,6.086071,null,6.2962281,6.1920546,6.4032931,null,null,6.0899192,null,6.5453255,6.337712,6.0635745,null,6.1829292,null,null,null,6.2085314,6.0133725,6.2655308,6.3295844,6.2551495,6.3331428,5.9645152,null,6.1131323,6.2222401,null,null,6.0168526,6.085486,null],[null,null,null,null,6.0386589,6.0872054,null,6.059494,5.907779,null,6.0527139,5.9929181,6.2749859,null,null,5.9857935,null,null,6.2587332,5.9304051,null,6.0503709,null,null,null,6.0282822,5.9214218,6.1828907,6.2057586,6.0669407,6.1284406,5.8553749,null,6.0275141,6.0116334,null,null,5.9030533,5.9685538,null],[null,null,null,null,6.4962539,6.4894366,null,6.4600549,6.3440448,null,6.5357781,6.449006,null,null,null,6.4488254,null,null,6.6545786,6.3654656,null,6.4507876,null,null,null,6.4683186,6.3583809,6.6065455,6.6774018,6.5510542,6.5379804,6.3033198,null,6.4769731,6.4957431,null,null,6.3188608,6.3921686,null],[null,null,null,null,5.8597571,5.8558242,null,5.8292706,5.7197821,null,5.8981808,5.8171996,null,null,null,5.8217822,null,null,5.9977305,5.7388598,null,5.8198118,null,null,null,5.8261602,5.7399915,5.9626076,null,5.9215029,5.8975633,5.686114,null,5.8480564,5.8682455,null,null,5.6966558,5.7609552,null],[null,null,null,null,6.1996031,6.2213477,null,6.176541,6.1155156,null,6.272111,6.2203385,null,null,null,6.1528243,null,null,null,6.0954051,null,6.2173394,null,null,null,6.2277128,6.0782601,6.2749354,null,6.2340246,6.293285,6.0385444,null,6.1678444,6.2279989,null,null,6.0822741,6.1234442,null],[null,null,null,null,5.6662513,5.6528134,null,5.6008885,5.5342606,null,5.7276035,5.6242564,null,null,null,5.5996467,null,null,null,5.5371586,null,5.598994,null,null,null,5.6160965,5.5259776,5.717187,null,5.7445868,null,5.4803802,null,5.617795,5.6930436,null,null,5.4824865,5.5436887,null],[null,null,null,null,5.8887241,5.8834374,null,5.869296,5.7991924,null,5.9492294,5.9105367,null,null,null,5.8877768,null,null,null,5.7940608,null,5.8987938,null,null,null,5.912891,5.800759,5.9813445,null,null,null,5.7636722,null,5.8989951,5.9241755,null,null,5.7853931,5.823337,null],[null,null,null,null,5.6295827,5.6283713,null,5.5986093,5.5745885,null,5.7218225,5.6900835,null,null,null,5.6259892,null,null,null,5.5412733,null,5.6578957,null,null,null,5.6725529,5.5444167,null,null,null,null,5.5175597,null,5.6255223,5.6974343,null,null,5.5444967,5.5638382,null],[null,null,null,null,5.4434089,5.4454724,null,5.4065041,5.3430351,null,null,5.4276923,null,null,null,5.3955844,null,null,null,5.3405167,null,5.4182178,null,null,null,5.4300776,5.3295792,null,null,null,null,5.2906283,null,5.411854,5.4627985,null,null,5.3089001,5.35656,null],[null,null,null,null,5.4075027,5.4238005,null,5.4120363,5.3536398,null,null,5.4553573,null,null,null,5.4222323,null,null,null,5.3356631,null,5.4550655,null,null,null,5.4444732,5.3523535,null,null,null,null,5.3173687,null,5.4306201,null,null,null,5.3465263,5.3632724,null],[null,null,null,null,5.2113903,5.2197673,null,5.1916143,5.110177,null,null,null,null,null,null,5.1617689,null,null,null,5.1223595,null,5.1878176,null,null,null,5.200023,5.105697,null,null,null,null,5.0676019,null,5.1840663,null,null,null,5.0907841,5.1436206,null],[null,null,null,null,5.1933067,null,null,5.2020959,5.1228559,null,null,null,null,null,null,5.1975643,null,null,null,5.1238892,null,5.2194491,null,null,null,5.2081614,5.1368524,null,null,null,null,5.0987134,null,5.2135004,null,null,null,5.1222661,5.1502386,null],[null,null,null,null,4.998507,null,null,4.9717092,4.9072811,null,null,null,null,null,null,4.972467,null,null,null,4.9152277,null,null,null,null,null,4.9978305,4.9075779,null,null,null,null,4.8768807,null,4.9866233,null,null,null,4.8908124,4.9357496,null],[null,null,null,null,null,null,null,4.7835502,4.72142,null,null,null,null,null,null,4.7868657,null,null,null,4.718835,null,null,null,null,null,4.8005074,4.7271392,null,null,null,null,4.6944507,null,4.798735,null,null,null,4.7128209,4.7403066,null],[null,null,null,null,null,null,null,4.9927745,4.9227977,null,null,null,null,null,null,4.9979412,null,null,null,4.9326808,null,null,null,null,null,null,4.9352675,null,null,null,null,4.9037145,null,5.0121054,null,null,null,4.9158525,4.9544521,null],[null,null,null,null,null,null,null,4.8073548,4.7569995,null,null,null,null,null,null,4.8040116,null,null,null,4.7571218,null,null,null,null,null,null,4.7490346,null,null,null,null,4.722935,null,null,null,null,null,4.7406323,4.7756374,null],[null,null,null,null,null,null,null,null,4.5469464,null,null,null,null,null,null,4.6197885,null,null,null,4.5467391,null,null,null,null,null,null,4.5666063,null,null,null,null,4.5283835,null,null,null,null,null,4.5430517,4.5656726,null],[null,null,null,null,null,null,null,null,4.5841759,null,null,null,null,null,null,null,null,null,null,4.5777281,null,null,null,null,null,null,4.5679292,null,null,null,null,4.548051,null,null,null,null,null,4.5619207,4.5931691,null],[null,null,null,null,null,null,null,null,4.3987326,null,null,null,null,null,null,null,null,null,null,4.39446,null,null,null,null,null,null,4.403144,null,null,null,null,4.368629,null,null,null,null,null,4.3883726,null,null],[null,null,null,null,null,null,null,null,4.2115208,null,null,null,null,null,null,null,null,null,null,4.2045092,null,null,null,null,null,null,null,null,null,null,null,4.1758611,null,null,null,null,null,4.1960076,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.3827928,null,null,null,null,null,null,null,null,null,null,null,4.3597887,null,null,null,null,null,4.3723547,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.0085846,null,null,null,null,null,4.0246059,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.173388,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_max_average.json b/tests/fixtures/r/fsm_gauss_max_average.json new file mode 100644 index 0000000..0dccb5d --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_max_average.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"max average"},"z":[2,1,1,2,1,1,2,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,2,2,1,2,2,1,1,1],"selected":[36,40,29,30,24,7,25,5,11,35,16,34,18,21,1,28,32,20,27,39,15,14,26,2,12,9,8,37,6,10,4,31,38,19,22,33,13,23,17,3],"criteria":[[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,0.5621126,0.4876267,-0.1581557,0.0619782,0.2153718,0.7794775,0.6977128,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,1.591582,-0.2388907,-0.3696837,-0.0507214,1.2625907],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,0.5621126,0.4876267,-0.1581557,0.0619782,0.2153718,0.7794775,0.6977128,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,1.2625907],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,0.5621126,0.4876267,-0.1581557,0.0619782,0.2153718,0.7794775,0.6977128,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,0.5621126,0.4876267,-0.1581557,0.0619782,0.2153718,null,0.6977128,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,0.5621126,0.4876267,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,0.5047871,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,0.4876267,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,0.4876267,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,0.4288145,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,0.3490249,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,0.3206807,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,0.3041842,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,null,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,0.2763876,null,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,0.2509069,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,0.0920785,0.2421351,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[0.2213372,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,0.0920785,null,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,0.0920785,null,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,0.2153718,null,null,-0.3694087,0.1019876,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,0.0920785,null,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,null,null,null,-0.3694087,0.1019876,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,0.0920785,null,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,-0.1581557,0.0619782,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,-0.1581557,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,-0.0507214,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,-0.0732472,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,-0.1581557,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,-0.1464446,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,-0.1581557,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,-0.1581557,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,-0.1703641,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,-0.174079,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,-0.2007112,-0.2701613,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,-0.2599367,null,-0.2257403,null,-0.2701613,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,-0.2599367,null,null,null,-0.2701613,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,-0.2388907,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,-0.2599367,null,null,null,-0.2701613,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,null,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,null,null,null,null,-0.2701613,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,null,-0.3696837,null,null],[null,null,-1.1079045,-0.3041455,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,null,-0.3696837,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,-0.3694087,null,-0.655002,null,null,null,null,-0.3696837,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,null,null,-0.655002,null,null,null,null,-0.3696837,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,-0.5056606,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,null,null,-0.655002,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,null,null,null,-0.631025,-0.9771365,null,null,null,null,null,null,null,null,null,-0.655002,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,null,null,null,null,-0.9771365,null,null,null,null,null,null,null,null,null,-0.655002,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,-0.8809426,null,null,null,-0.9814154,null,null,null,null,null,-0.9771365,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.9814154,null,null,null,null,null,-0.9771365,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.9814154,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-1.1079045,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_max_pc.json b/tests/fixtures/r/fsm_gauss_max_pc.json new file mode 100644 index 0000000..ec390d5 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_max_pc.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"max pc"},"z":[1,1,1,1,1,2,2,2,1,2,2,2,1,1,1,2,2,1,1,2,1,2,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,1],"selected":[36,40,30,7,29,24,25,35,11,18,5,16,34,1,32,28,21,27,20,2,12,14,37,39,9,26,15,6,4,8,10,31,38,22,19,33,23,13,17,3],"criteria":[[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,1.4561066,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,1.4101865,1.4734888,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,3.2044017,-0.2653703,-0.7434803,-0.2683634,2.3524495],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,1.4561066,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,1.4101865,1.4734888,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,2.3524495],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,1.4561066,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,1.4101865,1.4734888,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,1.4561066,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,1.4101865,null,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,1.4101865,null,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,1.1064523,1.0566009,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,1.0566009,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,0.893539,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,0.8642115,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,null,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,0.7780769,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,null,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,0.7378571,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,null,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,0.5809097,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,null,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,0.4574435,null,null,-0.2653703,-0.7434803,-0.2683634,null],[0.4075255,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,0.1758465,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,0.1679028,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,0.1494495,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,null,-1.1556298,-1.6709247,null,null,-0.3465774,0.0940656,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,0.0604961,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,-0.0922103,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,-0.1308176,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,null,-1.8662986,-0.2315848,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,null,-1.8662986,null,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,-0.2653703,-0.7434803,-0.2683634,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,null,-1.8662986,null,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,-0.2683634,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,-0.3097796,-0.597802,null,null,-1.8662986,null,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,null,-0.597802,null,null,-1.8662986,null,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,-0.3465774,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,null,-0.597802,null,null,-1.8662986,null,-0.5023451,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,-0.5781879,null,-0.5571034,null,-0.5812492,null,-0.597802,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,-0.5781879,null,null,null,-0.5812492,null,-0.597802,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,null,null,null,null,-0.5812492,null,-0.597802,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,null,null,null,null,null,null,-0.597802,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,-0.6637948,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,null,null,-1.5589983,null,null,null,null,-0.7434803,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,-1.1556298,-1.6709247,null,null,null,null,null,null,null,null,null,-1.5589983,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,-1.1995975,null,null,null,-1.6709247,null,null,null,null,null,null,null,null,null,-1.5589983,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,null,null,null,null,-1.6709247,null,null,null,null,null,null,null,null,null,-1.5589983,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,null,null,null,null,-1.6709247,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,-1.8662986,null,null,null,-1.9705528,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.9705528,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.1363424,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_min_average.json b/tests/fixtures/r/fsm_gauss_min_average.json new file mode 100644 index 0000000..dcd931b --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_min_average.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"min average"},"z":[2,1,2,1,1,2,1,1,2,1,1,1,2,2,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,2,2],"selected":[3,17,23,13,33,22,19,38,31,4,10,6,37,8,9,12,2,26,14,15,39,27,20,32,28,1,21,18,34,16,35,11,5,25,7,24,30,29,40,36],"criteria":[[-0.2213372,0.1703641,1.1079045,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,0.8809426,0.1464446,0.0732472,-0.3041842,0.9814154,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,0.9771365,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,0.655002,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,0.8809426,0.1464446,0.0732472,-0.3041842,0.9814154,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,0.9771365,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,0.655002,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,0.8809426,0.1464446,0.0732472,-0.3041842,null,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,0.9771365,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,0.655002,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,0.8809426,0.1464446,0.0732472,-0.3041842,null,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,0.655002,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,0.655002,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,0.5056606,-0.0920785,-0.2421351,0.631025,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,0.5056606,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,0.3696837,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,0.3694087,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,0.3041455,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,0.2701613,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,0.2599367,-0.5047871,0.2257403,0.2007112,null,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,null,-0.5047871,0.2257403,0.2007112,null,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,0.2388907,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,null,-0.5047871,0.2257403,0.2007112,null,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,null,-0.5047871,null,0.2007112,null,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,0.174079,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,0.1703641,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,0.1581557,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,0.1464446,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,null,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,0.0732472,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,null,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,null,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,0.0507214,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,null,-0.0619782,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,-0.0920785,-0.2421351,null,null,-0.5621126,-0.4876267,null,null,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,null,-0.2421351,null,null,-0.5621126,-0.4876267,null,null,-0.2153718,-0.7794775,-0.6977128,null,-0.1019876,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,null,-0.2421351,null,null,-0.5621126,-0.4876267,null,null,-0.2153718,-0.7794775,-0.6977128,null,null,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[-0.2213372,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,null,-0.2421351,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,null,-0.2421351,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,-0.2509069,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,-0.2763876,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,-0.3041842,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,null,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,null,-0.3206807,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,-0.3490249,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,-0.4288145,null,-0.5047871,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,-0.5047871,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,-0.4876267,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,-0.5047871,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,null,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5621126,null,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7794775,-0.6977128,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7794775,null,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.591582,null,null,null,-1.2625907],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.591582,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_min_pc.json b/tests/fixtures/r/fsm_gauss_min_pc.json new file mode 100644 index 0000000..c976a15 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_min_pc.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"min pc"},"z":[1,2,2,2,2,2,2,1,1,1,1,1,1,2,1,1,1,2,2,1,1,2,2,1,2,2,2,1,2,1,2,2,1,2,1,1,2,1,1,2],"selected":[3,17,13,23,33,19,22,38,31,10,8,4,6,15,26,9,39,37,14,12,2,20,27,21,28,32,1,34,16,5,18,11,35,25,24,29,7,30,40,36],"criteria":[[-0.4075255,0.0922103,2.1363424,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,1.8662986,0.2315848,0.5023451,-0.5809097,1.9705528,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,1.6709247,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,1.5589983,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,1.8662986,0.2315848,0.5023451,-0.5809097,1.9705528,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,1.6709247,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,1.5589983,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,1.8662986,0.2315848,0.5023451,-0.5809097,null,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,1.6709247,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,1.5589983,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,1.6709247,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,1.5589983,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,1.5589983,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,1.1995975,-0.0604961,-0.1494495,1.1556298,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,1.1556298,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,0.7434803,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,0.6637948,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,0.597802,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,0.5812492,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,0.5781879,-0.7378571,0.5571034,-1.4561066,null,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,0.5571034,-1.4561066,null,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,0.5023451,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,0.3465774,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,0.3097796,null,-0.8642115,0.1308176,null,0.2315848,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,0.1308176,null,0.2315848,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,0.2683634,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,0.1308176,null,0.2315848,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,0.2653703,null,null,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,0.1308176,null,0.2315848,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,0.1308176,null,null,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,0.0922103,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,-0.0604961,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,-0.1494495,null,null,-1.1064523,-1.0566009,null,-0.0940656,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,-0.1494495,null,null,-1.1064523,-1.0566009,null,null,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,-0.1679028,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,-0.1758465,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[-0.4075255,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,-0.4574435,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,-0.5809097,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,-0.7378571,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,null,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,null,null,-0.7780769,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,-0.8642115,null,null,null,null,null,null,null,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,-0.893539,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.1064523,-1.0566009,null,null,null,-1.4101865,-1.4734888,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.1064523,null,null,null,null,-1.4101865,-1.4734888,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4101865,-1.4734888,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,-1.4561066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4734888,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4734888,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.2044017,null,null,null,-2.3524495],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.2044017,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_negative_Dopt.json b/tests/fixtures/r/fsm_gauss_negative_Dopt.json new file mode 100644 index 0000000..a2b3457 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_negative_Dopt.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1],"args":{"s_function":"negative Dopt"},"z":[1,1,2,1,1,1,2,2,2,1,2,2,2,2,1,1,1,2,1,1,2,1,2,1,2,1,2,2,2,1,1,2,1,2,2,1,1,2,1,2],"selected":[32,1,16,38,20,13,28,39,34,5,19,3,21,36,23,4,10,14,12,31,9,22,27,2,30,11,33,29,17,8,35,6,15,18,26,7,25,24,40,37],"criteria":[[-1422.3948952,-4510.6759356,-5708.3142159,-8009.3392114,-2977.7713172,-3430.2162046,-10135.0135555,-2991.1816752,-2107.2927009,-7597.7291521,-4102.6728462,-3274.5129902,-4005.3775393,-7725.6668107,-5494.3895939,-2790.6846297,-4888.3819053,-6457.5305656,-4953.0319553,-1877.4178645,-5218.1812861,-3106.7156865,-7258.5507559,-7783.3907201,-5666.7580714,-4231.6744624,-2068.6562911,-4124.0629575,-4521.0097461,-3660.8535418,-4064.0904017,-1415.7022963,-6373.8520573,-3111.7131695,-3537.7310202,-9213.3468557,-15731.3431014,-1524.7504625,-2244.8707996,-10683.1507525],[-1422.3948952,-4510.6759356,-5708.3142159,-8009.3392114,-2977.7713172,-3430.2162046,-10135.0135555,-2991.1816752,-2107.2927009,-7597.7291521,-4102.6728462,-3274.5129902,-4005.3775393,-7725.6668107,-5494.3895939,-2790.6846297,-4888.3819053,-6457.5305656,-4953.0319553,-1877.4178645,-5218.1812861,-3106.7156865,-7258.5507559,-7783.3907201,-5666.7580714,-4231.6744624,-2068.6562911,-4124.0629575,-4521.0097461,-3660.8535418,-4064.0904017,null,-6373.8520573,-3111.7131695,-3537.7310202,-9213.3468557,-15731.3431014,-1524.7504625,-2244.8707996,-10683.1507525],[null,-4337.753825,-5582.7428353,-7911.799616,-2095.3247144,-3393.1685657,-9148.6193035,-2479.450677,-1891.1811562,-7556.784079,-3687.0640026,-2846.064368,-3903.3004619,-5552.0430546,-4232.2981765,-526.8552791,-4545.4977433,-6336.9596879,-3352.4715223,-1088.4418504,-4143.2113764,-2968.0887828,-7095.5535011,-3449.2527428,-2894.0192678,-3505.7800685,-885.6649395,-2448.6791383,-2299.7771956,-2881.1834078,-4058.2944371,null,-5751.946578,-969.8512912,-2982.5232924,-5769.1965259,-15731.3108756,-963.0619121,-1310.0831502,-9391.9355715],[null,-4297.5344343,-5132.2235614,-7830.9472982,-2427.3574781,-3412.686579,-9179.9144643,-2462.468713,-1845.8581644,-7485.9981258,-3833.5239411,-2666.9640573,-3695.5603722,-4867.465264,-4260.812146,null,-3935.3835012,-6402.3766353,-2607.8293795,-1195.6775756,-4471.563477,-2778.1777145,-6551.4244681,-3214.0427425,-2800.8165572,-3336.353606,-865.3225065,-2675.4588514,-3009.9511987,-3303.434654,-4054.1331414,null,-5356.5231432,-1024.952329,-3092.1312469,-7273.8946851,-15727.1542271,-721.1689464,-1298.0032558,-10373.4657355],[null,-4281.3116098,-5486.1845417,-596.5285161,-487.0353016,-2327.0420176,-9148.5142313,-2468.1980469,-842.16869,-444.3227168,-2092.5895465,-2670.3190011,-3442.8196086,-1540.3710596,-3447.8716126,null,-4508.2544803,-3993.5920081,-3097.6839359,-224.7532001,-2780.2613261,-2967.8111423,-6854.48954,-2659.8719246,-2810.7155899,-2089.5392901,-681.7336544,-2441.2663432,-2224.6640656,-2702.2948993,-1598.6064878,null,-4476.4182003,-403.7494526,-2938.4022779,-5771.5737744,-15310.2921972,null,-723.0053486,-8929.5510009],[null,-3815.4822169,-949.2539096,-6254.8939631,-2313.2482572,-2541.9556649,-8958.9974344,-2049.4517152,-1279.8475859,-6148.1434798,-3825.6318029,-2271.9383713,-613.3391273,-4838.6307393,-4184.0688121,null,-743.6022337,-6369.0043571,-1960.4170358,null,-4455.7189944,-906.8039975,-3138.4865335,-2137.733575,-2250.4610872,-3046.0920908,-860.5624606,-2624.2440261,-1779.1260683,-2789.2479075,-2564.1353715,null,-3777.3584107,-872.4365832,-3078.230124,-1556.8263443,-14856.0467492,null,-1198.6749871,-7708.0135295],[null,-2881.5450309,-875.6809633,-6147.7408408,-1918.8654628,-1977.2604693,-1198.0605933,-983.3021859,-1071.9136647,-5488.9492651,-2905.0242457,-505.999732,null,-4621.195484,-888.7994001,null,-734.7033423,-4231.6673529,-1421.6120065,null,-920.6031718,-815.8975188,-615.2417808,-1598.9913669,-1016.3739742,-3009.2494733,-808.0151497,-398.2124764,-1036.1068305,-2766.2291854,-2559.5861191,null,-2575.9321094,-710.0789282,-1370.8813251,-1422.6768636,-14855.6342757,null,-553.6936605,-5603.2769848],[null,-1972.8462838,-5458.1346934,-480.6986132,-396.2232114,-2327.8006874,-2847.303896,-2227.1023937,-542.9866998,-474.3868662,-848.8741161,-1379.7625941,null,-1440.3775164,-254.3668435,null,-4378.7713734,-1137.9756784,-1741.0024482,null,-604.3953766,-2664.3842686,-5421.1268612,-2654.8146227,-2586.2600393,-2047.4352639,-681.0332295,null,-2133.7250657,-1834.9392511,-1262.0719638,null,-2168.3297537,-316.5365862,-370.7842845,-5184.2665077,-12743.1788906,null,-101.0379437,-8933.1832858],[null,-1778.7281838,-633.8548101,-5207.8154524,-1510.2444537,-1704.1166519,-839.262014,-247.7877331,-738.3994929,-4725.5306314,-2120.849313,-222.3793398,null,-2361.0852106,-648.8741635,null,-530.6439005,-3276.2554023,-1423.9049926,null,-862.8561237,-435.0631301,-644.4163717,-1203.3831081,-316.6696496,-868.314276,-195.1513824,null,-335.1164032,-2431.4277448,-2551.5621852,null,-1147.3678102,-173.8741469,-1364.0812364,-1431.9719756,-6530.9022466,null,null,-4310.985548],[null,-2041.5252686,-2915.961181,-537.3223838,-162.6480355,-2302.7972336,-3064.7633091,-2229.5468372,-428.0699011,-488.8518442,-848.4547128,-1085.3321432,null,-1148.4188389,-189.6255758,null,-1205.2370022,-1237.6914571,-272.1707204,null,-524.2559412,-2132.9296081,-2670.0604427,-2524.1624701,-2524.2439567,-1399.1615759,-679.9596036,null,-942.1481888,-394.6034312,-1302.6731391,null,-265.9484922,null,-319.6413936,-1761.246638,-12046.9043754,null,null,-3235.7803758],[null,-209.1879895,-72.9003164,-63.9626954,null,-649.9164432,-1811.5148742,-769.1677075,-177.899525,-80.5287402,-453.9259671,-641.2740527,null,-137.3770478,-102.6109858,null,-247.6057778,-719.292479,-5.9871591,null,-328.2227125,-121.730523,-497.1243392,-925.6171168,-1131.0743863,-829.0023245,-210.6036917,null,-623.6171573,-232.6658921,-138.338678,null,-156.88663,null,-119.1427832,-23.7692929,-3572.0550858,null,null,-2170.5226833],[null,-1436.8556739,-8.494431,-1269.4465323,null,-1022.6812991,-483.573829,-199.4058869,-182.5085021,-1001.1394751,-502.7645578,-94.8471268,null,-24.7510506,-310.3378303,null,-306.8415711,-1036.8415219,null,null,-12.4764098,-287.0062175,-17.6065187,-855.8958917,-239.3223565,-183.8121207,-96.7909586,null,-235.2937216,-1486.2333605,-1189.9456469,null,-803.9509514,null,-935.9710917,-476.8837196,-5155.2402958,null,null,-2313.3404202],[null,-1418.2419513,null,-1267.7677236,null,-1020.1661755,-483.3379458,-197.0603154,-182.2117134,-998.3828368,-500.8559516,-94.8341546,null,-11.2869855,-298.3214324,null,-306.7523966,-1036.2987762,null,null,-3.2702923,-279.0228418,-8.849797,-847.8749215,-233.2732341,-170.6191783,-94.6024186,null,-235.2632823,-1484.679316,-1189.0174232,null,-789.2448476,null,-933.4988727,-474.205141,-5077.6681668,null,null,-2312.9556097],[null,-199.1430532,null,-55.3772277,null,-647.9301915,-1790.1461126,-769.080221,-174.1128631,-76.0566268,-444.7094927,-634.9119074,null,-137.2584045,-96.496532,null,-247.5113436,-700.850194,null,null,null,-119.5234047,-492.3904155,-924.7900076,-1130.7657376,-828.8634317,-210.5813878,null,-623.4750221,-226.8852756,-131.4176447,null,-153.1862179,null,-107.8050853,-21.5637181,-3559.4865025,null,null,-2169.6328568],[null,-1206.7511342,null,-1133.7659388,null,-891.8660931,-415.9918847,-171.2320655,-163.4101514,-898.2406871,-446.1436192,-83.4665396,null,-11.2050145,-241.2670274,null,-262.5577858,-914.110595,null,null,null,-237.0836971,-6.0560833,-730.5304772,-198.9592475,-136.0183186,-80.1942838,null,-205.1353287,-1288.4926673,-1044.5146846,null,-655.0203627,null,-804.8014155,null,-4314.548876,null,null,-2019.9378028],[null,-86.0601205,null,-17.2531983,null,-480.1287156,-1706.7115174,-637.7669264,-173.9714496,-26.0112795,-431.6391952,-625.232699,null,-103.7649703,-95.9322847,null,-247.4757393,-691.3563182,null,null,null,-38.8666234,null,-746.0637115,-982.0133789,-762.0819874,-171.5060095,null,-589.3354473,-182.6129787,-45.0426987,null,-140.9817903,null,-105.2138531,null,-2745.406458,null,null,-1998.6133342],[null,-85.7802551,null,null,null,-399.5081342,-1116.2401727,-493.9005911,-96.9973449,-26.0029396,-269.6639446,-392.1307179,null,-86.8669023,-56.8448826,null,-157.3213192,-417.8143887,null,null,null,-38.8453485,null,-578.1495958,-720.2448215,-543.8244719,-137.8051322,null,-423.4080339,-156.1736092,-45.0062379,null,-108.7778403,null,-46.134793,null,-2253.3818334,null,null,-1474.7453851],[null,-404.6105723,null,null,null,-312.3629872,-117.8867157,-62.9116958,-49.5712939,null,-138.3595805,-21.8167497,null,-5.8236721,-81.7602777,null,-99.7964875,-287.6351623,null,null,null,-77.9810037,null,-278.5339283,-85.6529415,-58.5080395,-27.2346665,null,-73.6387991,-438.3566895,-353.6358212,null,-234.9132207,null,-258.3073919,null,-1525.9166281,null,null,-722.4531939],[null,-186.743679,null,null,null,-136.8123063,-49.2154418,-30.9330957,-18.1807672,null,-52.540962,-8.3494675,null,null,-39.7834343,null,-46.9544496,-111.6535378,null,null,null,-36.4422292,null,-126.0634048,-43.115055,-34.6020455,-14.399802,null,-36.5704888,-194.724159,-146.2927719,null,-115.9401042,null,-112.3459358,null,-727.4549087,null,null,-327.6908533],[null,-9.7559324,null,null,null,-22.7390193,-76.1882602,-30.0142258,-8.1449733,null,-19.7751356,null,null,null,-5.1008136,null,-11.8048724,-31.599363,null,null,null,-4.7382249,null,-33.7884697,-44.1637261,-36.2210265,-9.3247332,null,-27.3015568,-9.9070172,-2.8893802,null,-8.7180337,null,-6.2627529,null,-144.1176446,null,null,-90.7335656],[null,-49.5910945,null,null,null,-39.2979907,-6.3002613,-10.5525512,-2.8408046,null,-8.1732144,null,null,null,-11.7872827,null,-14.8292516,-19.7033028,null,null,null,-10.2715856,null,-47.4267644,-20.9934845,-16.1069784,-4.0085838,null,-9.9476506,-48.0526978,null,null,-35.9802732,null,-23.6013826,null,-224.3223464,null,null,-91.2157843],[null,-3.0507281,null,null,null,-10.7853933,-59.0269217,-16.0855339,null,null,-14.7224572,null,null,null,-4.8708927,null,-9.3778871,-24.6392229,null,null,null,-1.5543111,null,-20.0697892,-28.2735436,-21.8021131,-4.1519329,null,-16.8972861,-4.2187516,null,null,-4.3200132,null,-6.2275354,null,-63.3303774,null,null,-56.4886444],[null,-18.272908,null,null,null,-14.3824622,-2.5070049,-4.3348827,null,null,-2.2818776,null,null,null,-5.1821455,null,-6.316539,-5.6012984,null,null,null,null,null,-20.6076942,-10.4570445,-8.3384324,-1.5992296,null,-3.9376537,-16.8307802,null,null,-15.3799029,null,-7.6957204,null,-89.5125988,null,null,-34.0265537],[null,-1.3724548,null,null,null,-10.0022618,-59.0190977,-15.2287877,null,null,-14.6639375,null,null,null,-4.7841256,null,-9.3670223,-24.6093813,null,null,null,null,null,-19.7155641,-27.9469377,-21.220807,null,null,-16.5335046,-3.7449279,null,null,-3.9604187,null,-5.9719809,null,-55.8467829,null,null,-55.6776977],[null,null,null,null,null,-9.1221126,-58.1518688,-14.2014689,null,null,-14.322322,null,null,null,-4.7783405,null,-9.0542802,-24.1685551,null,null,null,null,null,-18.7238587,-26.8221565,-19.8081697,null,null,-15.5895894,-3.100062,null,null,-3.241868,null,-5.9606325,null,-48.2017436,null,null,-52.6491052],[null,null,null,null,null,-6.438462,-2.114076,-1.8699873,null,null,-1.4685587,null,null,null,-2.6793258,null,-2.9637204,-3.1219808,null,null,null,null,null,-10.592307,-5.6645294,-4.0179988,null,null,-1.6131778,null,null,null,-7.0362446,null,-3.4776885,null,-38.9035873,null,null,-14.3990116],[null,null,null,null,null,-2.8512906,-21.8445673,-4.6755918,null,null,null,null,null,null,-2.2386835,null,-2.837581,-9.2394284,null,null,null,null,null,-6.598159,-9.4219847,-6.3740732,null,null,-4.6356809,null,null,null,-1.1145886,null,-2.7930999,null,-14.3149987,null,null,-15.4156568],[null,null,null,null,null,-5.0059251,-1.230271,-1.635737,null,null,null,null,null,null,-2.1879876,null,-2.2967415,-1.3911207,null,null,null,null,null,-9.4410208,-5.3888784,-3.7616196,null,null,-1.1747664,null,null,null,null,null,-1.9545205,null,-31.6209346,null,null,-10.3760146],[null,null,null,null,null,-2.262158,-17.8067138,-3.8150131,null,null,null,null,null,null,-2.1630509,null,-1.8158945,-7.4616151,null,null,null,null,null,-4.7840606,-7.0446327,-4.325634,null,null,null,null,null,null,null,null,-2.4339433,null,-9.9558948,null,null,-11.4087502],[null,null,null,null,null,-3.3628409,-1.2185324,-1.0533507,null,null,null,null,null,null,-1.6988015,null,null,-1.0879604,null,null,null,null,null,-7.2248439,-4.202483,-2.5880527,null,null,null,null,null,null,null,null,-1.2197033,null,-20.5001134,null,null,-5.6578868],[null,null,null,null,null,-1.768579,-1.1235787,null,null,null,null,null,null,null,-1.3621119,null,null,-0.975841,null,null,null,null,null,-4.1536182,-2.4024944,-1.6468126,null,null,null,null,null,null,null,null,-0.9487707,null,-11.4966833,null,null,-3.3509276],[null,null,null,null,null,-1.2861984,-8.8351413,null,null,null,null,null,null,null,-1.3455009,null,null,-3.8562233,null,null,null,null,null,-2.3605415,-3.4023488,-1.983113,null,null,null,null,null,null,null,null,null,null,-5.7493279,null,null,-5.0381025],[null,null,null,null,null,null,-4.8206612,null,null,null,null,null,null,null,-0.8512303,null,null,-2.2471642,null,null,null,null,null,-1.2769773,-1.7612712,-1.0859429,null,null,null,null,null,null,null,null,null,null,-2.8345151,null,null,-2.5965558],[null,null,null,null,null,null,-0.9033704,null,null,null,null,null,null,null,null,null,null,-0.6060515,null,null,null,null,null,-3.496313,-2.162663,-1.3567467,null,null,null,null,null,null,null,null,null,null,-8.0864374,null,null,-2.2843128],[null,null,null,null,null,null,-3.2583933,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.144254,-1.4288175,-0.9426869,null,null,null,null,null,null,null,null,null,null,-2.6304946,null,null,-1.9056943],[null,null,null,null,null,null,-0.7921396,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.4109377,-2.1523133,null,null,null,null,null,null,null,null,null,null,null,-7.7888611,null,null,-2.1181498],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-2.8762557,-1.7296753,null,null,null,null,null,null,null,null,null,null,null,-7.3044172,null,null,-2.0404167],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7450182,null,null,null,null,null,null,null,null,null,null,null,null,-1.6806978,null,null,-1.2900778],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.3654081,null,null,-1.3431045],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4491373,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_noint.json b/tests/fixtures/r/fsm_gauss_noint.json new file mode 100644 index 0000000..08c8195 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_noint.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"Dopt","intercept":false},"z":[1,1,1,1,2,2,2,1,2,2,1,1,1,1,1,1,2,2,2,2,2,1,2,1,1,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1],"selected":[37,40,7,4,15,36,25,10,14,23,18,24,33,19,3,29,21,28,17,11,31,2,13,26,6,35,30,12,34,22,8,5,16,39,9,27,20,38,1,32],"criteria":[[422.3948952,3510.6759356,4708.3142159,7009.3392114,1977.7713172,2430.2162046,9135.0135555,1991.1816752,1107.2927009,6597.7291521,3102.6728462,2274.5129902,3005.3775393,6725.6668107,4494.3895939,1790.6846297,3888.3819053,5457.5305656,3953.0319553,877.4178645,4218.1812861,2106.7156865,6258.5507559,6783.3907201,4666.7580714,3231.6744624,1068.6562911,3124.0629575,3521.0097461,2660.8535418,3064.0904017,415.7022963,5373.8520573,2111.7131695,2537.7310202,8213.3468557,14731.3431014,524.7504625,1244.8707996,9683.1507525],[422.3948952,3510.6759356,4708.3142159,7009.3392114,1977.7713172,2430.2162046,9135.0135555,1991.1816752,1107.2927009,6597.7291521,3102.6728462,2274.5129902,3005.3775393,6725.6668107,4494.3895939,1790.6846297,3888.3819053,5457.5305656,3953.0319553,877.4178645,4218.1812861,2106.7156865,6258.5507559,6783.3907201,4666.7580714,3231.6744624,1068.6562911,3124.0629575,3521.0097461,2660.8535418,3064.0904017,415.7022963,5373.8520573,2111.7131695,2537.7310202,8213.3468557,null,524.7504625,1244.8707996,9683.1507525],[355.433355,982.5875335,4209.9875084,6998.7060692,1387.7148003,1426.3112816,8966.1242648,1271.378414,1016.5191857,6575.361815,2750.6515487,2156.4911102,2984.0213955,5689.7837,3308.1732838,1772.4087482,3595.0453583,5306.7930335,3586.34316,495.7562855,3727.4312715,1195.1772255,6040.7816652,4075.0002435,2555.1224024,530.4075659,728.8384125,3103.8872428,3358.8946265,2052.7037434,2676.1460807,336.9636778,2868.4245018,2065.4926685,2320.0753179,8008.9452197,null,520.0208653,621.6632629,null],[409.3303551,3510.5887419,2454.7315944,6983.6413875,1514.7359034,2040.5901991,null,1723.4719059,840.0189382,6443.8192803,3099.3457565,1224.1557641,2408.1173595,6552.9149031,4434.1141577,1786.0097581,695.4468542,5390.7884446,3126.209757,833.0512569,3238.6776284,1701.8513457,1991.584318,6330.6848955,4153.7939981,2227.5239203,974.1382771,2236.3214706,1079.8956419,878.8387124,3056.2875869,403.9309686,4133.648685,1922.3811249,2532.8715382,5076.1629995,null,155.7076108,1242.6688388,null],[132.3800006,3498.1395241,2401.6189335,null,1113.3961168,1198.1959973,null,1679.9893693,161.1225902,203.5195253,2178.5438803,1146.0601114,2146.5987136,1249.1400623,4428.2781171,81.7580986,695.7387462,3382.0287024,1975.6461395,689.5277661,3099.4385006,1701.6186881,1904.1642757,3185.7662154,3198.8728515,1780.1579013,274.346902,1617.4776405,98.5984153,873.7272033,550.2552359,88.1122392,3849.1793664,120.1759486,2527.5909358,4296.0037149,null,149.2556618,1212.6843608,null],[354.7493692,169.2753429,4126.4774872,null,1294.8106212,907.701092,null,46.4123977,808.5329966,6179.0837532,1198.870961,569.6183426,1681.8643926,5661.8584659,null,1753.005373,3448.3020162,2275.7514871,2398.691371,222.7477711,991.554441,1194.9625916,4951.4785765,3415.4975632,1037.8758175,499.4762813,667.125421,1133.2367126,3096.3291868,1724.6912839,2672.3701506,336.7130233,1019.8339326,1927.2250597,97.8857912,6716.4317066,null,485.8878701,13.1765642,null],[104.383975,800.0121845,2369.065921,null,680.2789763,1197.3361045,null,1472.7394216,84.8391206,20.588817,1600.233308,361.0528769,1502.8657708,938.4108343,null,78.3818516,354.3562975,1628.8341217,278.1994386,111.7547228,8.6790487,1372.1433943,579.5438225,3037.6848138,3182.1142748,1260.7902628,270.9531041,282.6106279,8.5721433,76.7818994,374.6369955,53.5598835,7.3292705,34.7945165,280.2870856,null,null,115.4601476,46.5865532,null],[185.2217575,12.949566,743.8125976,null,753.083661,855.3381168,null,45.9607387,445.8425942,5897.014603,1183.7216383,6.5702796,2.4745142,5661.7355664,null,1383.5975776,435.6692771,2228.7837892,2067.0071664,172.695403,313.6370179,84.9354706,890.3353869,2846.400127,null,169.6152871,565.1045892,343.3964947,208.7686392,328.8733536,2153.9948319,297.6210947,3.1502998,1365.8380273,62.6141394,null,null,101.1395777,11.8431813,null],[0.0653046,0.9529597,1.3474104,null,0.5679098,0.3971931,null,0.6060185,0.2014798,null,1.0251166,0.3862154,0.7765451,1.5470229,null,0.2231875,0.6353726,1.5299142,0.8760456,0.2197848,0.7880879,0.6830825,1.0696057,1.1141266,null,0.8208045,0.2694863,0.5950879,0.4249057,0.4475489,0.3986222,0.0541772,1.0965524,0.3488013,0.6131897,null,null,0.1100598,0.2956842,null],[0.05667,0.3390933,0.7625212,null,0.3077776,0.2361376,null,0.1867556,0.1867686,null,0.4343575,0.3714541,0.2843724,null,null,0.2667528,0.6599439,0.8622725,0.6640954,0.103643,0.6390493,0.264526,1.2415191,0.6951737,null,0.2724595,0.145096,0.5425666,0.6294973,0.3891981,0.4505166,0.0612908,0.4814189,0.3572965,0.288872,null,null,0.0909557,0.1227365,null],[0.0534057,0.2693291,0.4094848,null,0.1716817,0.2157336,null,0.1731128,0.1681113,null,0.4340236,0.2395528,0.242948,null,null,0.2667406,0.3986846,0.8538346,0.6254797,0.0658752,0.3557581,0.1458199,null,0.6847424,null,0.2605345,0.144847,0.4159124,0.4033027,0.2883145,0.4504868,0.0610389,0.4760048,0.3470871,0.2744692,null,null,0.0553814,0.1035152,null],[0.0652982,0.7391195,0.9107798,null,0.2980815,0.3801431,null,0.4290218,0.1300246,null,0.6409368,0.3558356,0.7061054,null,null,0.1736839,0.5845142,null,0.7276786,0.1436892,0.703983,0.4626693,null,1.0862167,null,0.4894718,0.1225725,0.5278102,0.4056975,0.4386053,0.3746529,0.0516737,1.0271167,0.2179927,0.6049584,null,null,0.0886648,0.2565981,null],[0.0370981,0.5965262,0.7128616,null,0.2482274,0.1907179,null,0.333941,0.1294393,null,0.5944759,0.348462,0.5742667,null,null,0.1188689,0.5675401,null,0.723835,0.1308035,0.6919129,0.3074086,null,null,null,0.388169,0.1179977,0.527662,0.3818546,0.4385886,0.2208964,0.0302335,1.0153998,0.2046137,0.6034653,null,null,0.0826734,0.2409299,null],[0.041139,0.2503238,0.3839237,null,0.1586772,0.2053857,null,0.1210472,0.1052634,null,0.239573,0.1753896,0.229001,null,null,0.1942513,0.3808639,null,0.4006581,0.065875,0.3243083,0.1455448,null,null,null,0.2389105,0.0947733,0.2577594,0.3355223,0.2597296,0.3264666,0.0444184,null,0.2200481,0.1913987,null,null,0.049903,0.0928643,null],[0.0369933,0.3961902,0.6775529,null,0.2398941,0.1906847,null,0.3112301,0.1284465,null,0.515852,0.3120574,0.4107195,null,null,0.1180269,0.4087771,null,null,0.09267,0.5066904,0.3059384,null,null,null,0.3156085,0.1167795,0.4560599,0.3727437,0.2585291,0.2157766,0.0283102,null,0.2037542,0.3631721,null,null,0.0637617,0.1371493,null],[0.0380313,0.2357833,null,null,0.1504061,0.1879006,null,0.1183166,0.098951,null,0.1965388,0.1738413,0.2144028,null,null,0.1752915,0.327705,null,null,0.0658701,0.3231212,0.1445394,null,null,null,0.2360105,0.0893183,0.2416377,0.3355117,0.2114754,0.283224,0.0373835,null,0.1995161,0.162305,null,null,0.0418323,0.0861901,null],[0.0334605,0.2348762,null,null,0.1476987,0.1876509,null,0.1123361,0.0795963,null,0.188348,0.1473447,0.1942169,null,null,0.1589602,0.2785236,null,null,0.0657429,0.3074333,0.1332588,null,null,null,0.211005,0.0783171,0.2005266,null,0.1894488,0.2627471,0.0356241,null,0.1685529,0.1619434,null,null,0.0369247,0.0861881,null],[0.0317032,0.3551251,null,null,0.1615732,0.1736096,null,0.2752615,0.1283443,null,0.4412898,0.3120139,0.2953348,null,null,0.1164292,0.2865175,null,null,0.0802163,null,0.1953408,null,null,null,0.2992968,0.108969,0.4560557,null,0.2085377,0.2082419,0.0277252,null,0.2036698,0.3512139,null,null,0.0413469,0.1344928,null],[0.0334386,0.2012722,null,null,0.1256756,0.1825644,null,0.10802,0.0789042,null,0.1872032,0.1259062,0.1920735,null,null,0.1570356,0.2745715,null,null,0.0529671,null,0.1210166,null,null,null,0.2089921,0.0776765,null,null,0.1894475,0.2620493,0.035512,null,0.1685524,0.1404699,null,null,0.0361713,0.0718892,null],[0.0290114,0.327923,null,null,0.1604323,0.1686527,null,0.2157771,0.0940846,null,0.3390065,0.21822,0.2798901,null,null,0.1060988,null,null,null,0.0746675,null,0.1936655,null,null,null,0.2812777,0.0904185,null,null,0.2057351,0.1893296,0.0255588,null,0.1574134,0.2720011,null,null,0.0411814,0.1175748,null],[0.0332535,0.1997947,null,null,0.1195276,0.1805545,null,0.1079876,0.0775765,null,null,0.12179,0.1689502,null,null,0.1569719,null,null,null,0.0529336,null,0.1139868,null,null,null,0.1975364,0.0773197,null,null,0.1515031,0.2618124,0.0352785,null,0.167804,0.1338588,null,null,0.0287057,0.0702727,null],[0.0289307,0.3277916,null,null,0.1527351,0.1614605,null,0.1692426,0.078997,null,null,0.1849184,0.2470439,null,null,0.1027,null,null,null,0.074652,null,0.184431,null,null,null,0.2604826,0.0752044,null,null,0.1961364,null,0.0250678,null,0.1365109,0.2335077,null,null,0.0378899,0.1151942,null],[0.0270787,null,null,null,0.1298572,0.1557347,null,0.1686561,0.0788039,null,null,0.1788668,0.2465526,null,null,0.1022312,null,null,null,0.0582526,null,0.158449,null,null,null,0.2291224,0.072902,null,null,0.1866623,null,0.0235944,null,0.136073,0.2066545,null,null,0.037889,0.089255,null],[0.0267366,null,null,null,0.1175938,0.1530432,null,0.107721,0.0690357,null,null,0.1214563,null,null,null,0.1260297,null,null,null,0.0524472,null,0.1114817,null,null,null,0.1973317,0.0707594,null,null,0.1502919,null,0.028046,null,0.1411166,0.1333843,null,null,0.028623,0.0701827,null],[0.0267246,null,null,null,0.1131107,0.1495225,null,0.0996021,0.0641038,null,null,0.116997,null,null,null,0.1242266,null,null,null,0.0492493,null,0.1081632,null,null,null,null,0.0632119,null,null,0.1421284,null,0.0280401,null,0.1344381,0.1323785,null,null,0.0283299,0.0655981,null],[0.0253917,null,null,null,0.126587,null,null,0.1557957,0.0787915,null,null,0.1761036,null,null,null,0.0983824,null,null,null,0.0580675,null,0.1460786,null,null,null,null,0.0728288,null,null,0.1650318,null,0.0231667,null,0.135559,0.1858451,null,null,0.0325823,0.0865235,null],[0.0244868,null,null,null,0.1126426,null,null,0.094859,0.0636987,null,null,0.1145301,null,null,null,0.1147491,null,null,null,0.0490347,null,0.1065125,null,null,null,null,0.0629484,null,null,0.1407968,null,0.0252787,null,0.1305466,null,null,null,0.0282588,0.0655964,null],[0.0252779,null,null,null,0.1257226,null,null,0.1464535,0.0762766,null,null,0.1619913,null,null,null,0.0982762,null,null,null,0.0545173,null,0.1458594,null,null,null,null,0.0722131,null,null,null,null,0.0229231,null,0.1327267,null,null,null,0.0316803,0.0770233,null],[0.0244838,null,null,null,0.1115168,null,null,0.094825,0.0635523,null,null,null,null,null,null,0.1147424,null,null,null,0.0489068,null,0.1052681,null,null,null,null,0.0628647,null,null,null,null,0.0250397,null,0.1305296,null,null,null,0.0253435,0.0635283,null],[0.0250044,null,null,null,0.1248026,null,null,0.1327838,0.0693004,null,null,null,null,null,null,0.0974077,null,null,null,0.0535186,null,0.1452529,null,null,null,null,0.0684627,null,null,null,null,0.0228696,null,null,null,null,null,0.0314699,0.0752631,null],[0.0236967,null,null,null,0.1121964,null,null,0.1291021,0.0692608,null,null,null,null,null,null,0.096623,null,null,null,0.0498058,null,null,null,null,null,null,0.0674769,null,null,null,null,0.0223961,null,null,null,null,null,0.0297481,0.0723234,null],[0.022518,null,null,null,0.1100239,null,null,null,0.0567387,null,null,null,null,null,null,0.1034556,null,null,null,0.0484887,null,null,null,null,null,null,0.0568425,null,null,null,null,0.0230694,null,null,null,null,null,0.0253419,0.0635193,null],[0.023644,null,null,null,null,null,null,null,0.065742,null,null,null,null,null,null,0.0965889,null,null,null,0.0497529,null,null,null,null,null,null,0.0636103,null,null,null,null,0.0223532,null,null,null,null,null,0.0296187,0.0723046,null],[0.0225161,null,null,null,null,null,null,null,0.0564974,null,null,null,null,null,null,null,null,null,null,0.0446163,null,null,null,null,null,null,0.0548894,null,null,null,null,0.0229507,null,null,null,null,null,0.0243463,0.0608691,null],[0.0224851,null,null,null,null,null,null,null,0.0564891,null,null,null,null,null,null,null,null,null,null,0.042511,null,null,null,null,null,null,0.054621,null,null,null,null,0.0229218,null,null,null,null,null,0.0243128,null,null],[0.0219219,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0495269,null,null,null,null,null,null,0.0609275,null,null,null,null,0.0206891,null,null,null,null,null,0.0296064,null,null],[0.0219063,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0424713,null,null,null,null,null,null,null,null,null,null,null,0.0224342,null,null,null,null,null,0.0243017,null,null],[0.021734,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0205066,null,null,null,null,null,0.0296054,null,null],[0.0216887,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0204984,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.022419,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_nostd.json b/tests/fixtures/r/fsm_gauss_nostd.json new file mode 100644 index 0000000..3dcb621 --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_nostd.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[1,2,1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,1,2,2,1],"args":{"s_function":"Dopt","standardize":false},"z":[2,2,2,2,2,1,1,2,1,1,1,1,2,2,2,1,2,2,1,2,1,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1,1,1,1,2],"selected":[37,40,7,4,24,10,3,36,15,19,23,18,14,33,2,29,25,21,17,31,28,13,11,26,35,34,12,8,6,30,16,5,22,39,27,9,38,20,1,32],"criteria":[[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,15731.3431014,1524.7504625,2244.8707996,10683.1507525],[1422.3948952,4510.6759356,5708.3142159,8009.3392114,2977.7713172,3430.2162046,10135.0135555,2991.1816752,2107.2927009,7597.7291521,4102.6728462,3274.5129902,4005.3775393,7725.6668107,5494.3895939,2790.6846297,4888.3819053,6457.5305656,4953.0319553,1877.4178645,5218.1812861,3106.7156865,7258.5507559,7783.3907201,5666.7580714,4231.6744624,2068.6562911,4124.0629575,4521.0097461,3660.8535418,4064.0904017,1415.7022963,6373.8520573,3111.7131695,3537.7310202,9213.3468557,null,1524.7504625,2244.8707996,10683.1507525],[1422.3919796,1303.8842334,4833.6467972,7986.1343001,2736.4744512,1937.6608948,10113.823429,1839.5881368,2105.7374889,7586.196165,3998.9694691,3268.0604293,3850.5082528,6195.4403538,4851.4500619,2775.9718126,4814.40218,6442.2561118,4841.5631883,1757.9001643,5036.8857349,1723.6894083,6763.3564916,5986.614502,4334.8400379,2440.512279,1402.4318072,3972.2977818,4109.1713017,2647.2761848,3333.3232454,1415.3250869,4736.4631857,2899.9638121,3042.7022255,9178.9790044,null,1490.3152836,1982.9153603,null],[1250.3728843,4411.5607688,4446.5579881,7799.0667942,2068.0831312,2619.8438204,null,2353.5253656,2072.5993998,7136.0924641,4039.661641,2825.8895684,3820.6192294,7717.6081558,5203.1410709,2653.0211589,2941.6143621,6453.9332423,4639.6970648,1620.90602,3660.2267461,3016.8085122,4500.6791,7671.4083446,5525.4282495,3811.6533631,1710.2954877,2676.9513787,1304.6251713,1174.3965236,3911.9640904,1374.6385296,5804.8657263,2593.0317229,3399.1213985,5244.4074582,null,1450.5347359,2176.6137591,null],[1209.7894725,4371.0474516,4390.1655949,null,1362.5091192,1377.5364631,null,2350.0746475,776.0648647,203.9311737,2547.4529552,2371.9221039,3066.8225236,4367.2702559,5076.5337365,1780.0986143,2701.3511016,3649.8134127,4258.6281796,1204.2838131,3343.2220101,2867.4987928,4447.2917645,5971.5070035,5227.2172214,2730.2542532,1445.9171119,2396.3475738,689.8958605,1114.7782251,682.4165165,1329.164024,4953.4020621,1581.8590198,3262.4686643,4750.0502337,null,1365.4776848,1949.747548,null],[1283.5384855,222.1458557,4833.6646568,null,2725.6476457,1746.5773951,null,1218.3691794,1495.8605292,7521.6442384,1598.7899603,892.6830807,3271.5503529,6037.8758098,3227.6735023,2556.3956868,4814.2807616,2449.5495296,4420.6904911,1745.0066374,3663.3893365,1655.8990093,5152.9267818,null,1745.4403266,2041.7084975,1400.6677567,2956.4863344,4072.8239959,2008.9063406,3287.144028,1282.2146472,4064.3655351,2898.1774436,186.8655271,7120.3270985,null,1465.4058472,1866.3007743,null],[277.7104695,4304.4341905,4363.8593158,null,297.2960134,1131.6979126,null,2295.2793319,288.0444601,null,1117.3253527,1282.1664276,3058.4614417,4183.9600521,4299.1689562,573.9347527,2297.3811811,2541.0159438,3513.889895,486.0009302,2892.7687461,2832.1034547,4313.8265071,null,282.2811396,236.2555501,1317.0398176,2230.8019217,288.879654,962.7193101,618.2985147,417.3445897,3804.1124789,1033.213713,2736.7484339,1550.1053679,null,1073.8659481,1123.3219878,null],[1280.6831215,216.5304226,null,null,1447.2093342,184.6189623,null,1148.9288028,377.2071712,null,144.51724,689.670585,2600.6113595,2635.3531547,2721.4344212,1947.4721078,4753.469309,80.1155596,4106.7977065,1030.2455144,2612.2520032,1601.2692142,5088.6284819,null,1453.1147221,1042.6703973,1267.1348511,2942.3273785,3974.0100896,1755.6898381,155.0429898,1270.0199939,3125.8819523,2315.5254773,91.3616555,7066.0238728,null,1399.4010782,1427.4833222,null],[4.2151402,2314.9043135,null,null,236.6585396,18.1613079,null,368.7348468,133.49119,null,986.6275778,1067.8884985,888.3138607,241.7877994,4115.0006135,5.2232215,359.2711305,2387.2133475,1662.0973934,429.4540538,2862.8123685,187.4950921,1201.4927125,null,254.9174591,225.4692583,3.0625226,1389.7702298,60.1493564,907.2079838,111.9465961,8.3389329,3472.9794842,66.3823143,2595.5835181,null,null,32.8574065,964.5109327,null],[887.4677821,111.8668858,null,null,231.3086584,173.8326844,null,1055.3230763,289.7794568,null,2.2107277,380.6940797,1808.3307843,2635.0726917,null,1402.5014447,2818.3100126,80.360072,4033.4819414,685.3462677,965.0291419,888.5093268,1555.9629086,null,1103.6287331,1012.1934742,1032.8810791,1553.0260043,495.0649077,4.2506701,26.5544708,1097.3883043,2894.7040667,1507.4876662,11.9573816,null,null,1279.9924883,1250.5638891,null],[0.3221354,0.4363061,null,null,0.5143396,0.403661,null,0.4714732,0.4054695,null,0.4442315,0.5862829,0.7102016,1.1205851,null,0.5016971,1.0924609,0.7204097,null,0.4152839,1.0162294,0.5246268,1.5168022,null,0.6331244,0.6740926,0.3784245,0.8490554,0.8143889,0.36931,0.5250034,0.343463,1.0679096,0.5893171,0.3257783,null,null,0.417944,0.5067047,null],[0.2857217,1.5891703,null,null,0.4092728,0.4940887,null,0.6656511,0.5555683,null,1.3531248,1.0963516,0.6308285,1.6945675,null,0.4867795,0.5973674,2.1366516,null,0.258234,0.7514195,0.7850178,null,null,1.1502046,0.8362706,0.5328457,0.7090615,0.5768191,0.8584935,0.5903417,0.2881056,1.0734447,0.5527139,1.4813993,null,null,0.3065945,0.32309,null],[0.2438518,1.3102739,null,null,0.3258985,0.49147,null,0.5906516,0.2459506,null,0.4500611,0.461448,0.5885827,1.6861499,null,0.4699029,0.5962568,null,null,0.2418106,0.6542185,0.7542509,null,null,0.6891724,0.6177862,0.5328264,0.5290424,0.5731998,0.5838399,0.4106826,0.2536419,1.0276215,0.5436919,0.7219392,null,null,0.2884478,0.3228952,null],[0.3071698,0.2863158,null,null,0.4931512,0.4009101,null,0.4665529,0.2991133,null,0.416402,0.3131498,0.5420471,null,null,0.4749095,0.6018393,null,null,0.4147957,0.9361328,0.2754672,null,null,0.5368942,0.5652496,0.3570992,0.8257994,0.726468,0.3454401,0.4839717,0.3059461,0.9634003,0.5851766,0.2579767,null,null,0.2808444,0.5000031,null],[0.1689651,0.7259092,null,null,0.3014043,0.4154849,null,0.3955682,0.2407781,null,0.4484758,0.4023328,0.5448997,null,null,0.2507033,0.5434123,null,null,0.2405529,0.6243641,0.4249128,null,null,0.6680402,0.5551466,0.2372667,0.4359276,0.4077831,0.4432201,0.3978138,0.168154,null,0.271949,0.5352576,null,null,0.2034089,0.3217115,null],[0.2380704,null,null,null,0.3693818,0.3456605,null,0.3754038,0.2365206,null,0.3970131,0.2900948,0.3350053,null,null,0.4239501,0.3924266,null,null,0.2627958,0.6543358,0.2425912,null,null,0.4782932,0.3568124,0.3160501,0.6714832,0.6880027,0.3451886,0.4398703,0.2288844,null,0.5239119,0.257278,null,null,0.1804256,0.2905517,null],[0.1642735,null,null,null,0.294562,0.3551742,null,0.3669357,0.2236049,null,0.4284219,0.3542854,0.5412728,null,null,0.2400457,0.5428527,null,null,0.2366584,0.5749174,0.305724,null,null,0.6670695,0.5277286,0.1941791,0.4352945,null,0.3461957,0.3324606,0.1633848,null,0.259584,0.3907945,null,null,0.191536,0.3074713,null],[0.1689203,null,null,null,0.3130419,0.3244353,null,0.2814155,0.2360042,null,0.3967287,0.2844122,0.3302104,null,null,0.3063544,0.391663,null,null,0.2174012,0.4941147,0.2410478,null,null,null,0.3567767,0.2190071,0.4327127,null,0.2698951,0.4382201,0.1720556,null,0.3496883,0.2545761,null,null,0.1677267,0.2384767,null],[0.1319669,null,null,null,0.2647051,0.3261244,null,0.3471437,0.2007481,null,0.3355637,0.2794687,0.5281931,null,null,0.1940282,0.535789,null,null,0.2221615,null,0.3020542,null,null,null,0.4281017,0.1928276,0.4346046,null,0.3369807,0.3262399,0.1321428,null,0.2478782,0.3411246,null,null,0.1855124,0.2938658,null],[0.1484383,null,null,null,0.2402611,0.2851099,null,0.2363347,0.2287505,null,0.3917132,0.2833196,0.2999757,null,null,0.2949279,null,null,null,0.1603106,null,0.2405719,null,null,null,0.3333735,0.2035661,0.3403813,null,0.2516011,0.420001,0.1557674,null,0.3247091,0.2540057,null,null,0.1570327,0.1765875,null],[0.1484106,null,null,null,0.217293,0.2203934,null,0.2307476,0.1824061,null,0.3366678,0.2616152,0.2738077,null,null,0.2839895,null,null,null,0.1463763,null,0.2222001,null,null,null,0.3138662,0.2033498,0.3383627,null,0.2330032,null,0.1557674,null,0.3133221,0.23296,null,null,0.1507484,0.1704885,null],[0.1254132,null,null,null,0.2607683,0.3081825,null,0.320784,0.1732066,null,0.3355005,0.2609188,0.383061,null,null,0.1911453,null,null,null,0.1987601,null,0.2550047,null,null,null,0.3592279,0.1868148,null,null,0.3152744,null,0.1188924,null,0.2446871,0.3375014,null,null,0.1331903,0.2474702,null],[0.1289332,null,null,null,0.2101018,0.2128368,null,0.1874065,0.1818811,null,0.3299482,0.2588203,null,null,null,0.2462404,null,null,null,0.1343111,null,0.2170482,null,null,null,0.3138618,0.1674203,null,null,0.2270045,null,0.1368813,null,0.2529912,0.2322718,null,null,0.1409806,0.15078,null],[0.1218748,null,null,null,0.2540617,0.2635515,null,0.2697138,0.1642789,null,null,0.2608553,null,null,null,0.1904564,null,null,null,0.1787202,null,0.2237094,null,null,null,0.3460855,0.1768703,null,null,0.3132181,null,0.1132169,null,0.2388519,0.3308195,null,null,0.1069669,0.2146656,null],[0.115868,null,null,null,0.2238966,0.2633473,null,0.267912,0.1425862,null,null,0.2416195,null,null,null,0.1893928,null,null,null,0.1555024,null,0.2230025,null,null,null,null,0.1757591,null,null,0.3122708,null,0.106561,null,0.2386379,0.3302322,null,null,0.0999279,0.1870088,null],[0.1243806,null,null,null,0.1815621,0.2086863,null,0.185417,0.1485147,null,null,0.2211108,null,null,null,0.2460919,null,null,null,0.1221895,null,0.2166178,null,null,null,null,0.167227,null,null,0.2068956,null,0.1335136,null,0.2515449,null,null,null,0.1384691,0.1452018,null],[0.1052832,null,null,null,0.1807339,0.2086083,null,0.1693607,0.1485143,null,null,0.2195491,null,null,null,0.2008043,null,null,null,0.1187148,null,0.2090241,null,null,null,null,0.1371924,null,null,0.2024656,null,0.1132237,null,null,null,null,null,0.1284512,0.1380722,null],[0.1110843,null,null,null,0.2228391,0.2595962,null,0.2678357,0.1274501,null,null,null,null,null,null,0.1833217,null,null,null,0.155502,null,0.2105191,null,null,null,null,0.1704902,null,null,0.2663001,null,0.1027391,null,null,null,null,null,0.0981765,0.1847522,null],[0.0995061,null,null,null,0.178915,0.2082975,null,null,0.1291755,null,null,null,null,null,null,0.1948555,null,null,null,0.1157125,null,0.196575,null,null,null,null,0.135102,null,null,0.2013013,null,0.105619,null,null,null,null,null,0.1170802,0.1349047,null],[0.1033881,null,null,null,0.2168422,null,null,null,0.1271406,null,null,null,null,null,null,0.1738234,null,null,null,0.145419,null,0.1936498,null,null,null,null,0.1444298,null,null,0.2555827,null,0.0955541,null,null,null,null,null,0.0888879,0.172081,null],[0.0992172,null,null,null,0.1734421,null,null,null,0.1232895,null,null,null,null,null,null,0.1941555,null,null,null,0.1107724,null,0.1858439,null,null,null,null,0.1326427,null,null,null,null,0.1054555,null,null,null,null,null,0.1141086,0.1317312,null],[0.0962198,null,null,null,0.2062617,null,null,null,0.1242486,null,null,null,null,null,null,null,null,null,null,0.1420724,null,0.1914098,null,null,null,null,0.133846,null,null,null,null,0.0911923,null,null,null,null,null,0.0884801,0.171616,null],[0.0891638,null,null,null,null,null,null,null,0.1196813,null,null,null,null,null,null,null,null,null,null,0.1206374,null,0.1896478,null,null,null,null,0.1328278,null,null,null,null,0.0861112,null,null,null,null,null,0.0870053,0.1508541,null],[0.0857027,null,null,null,null,null,null,null,0.1230836,null,null,null,null,null,null,null,null,null,null,0.1086097,null,null,null,null,null,null,0.1163265,null,null,null,null,0.0907973,null,null,null,null,null,0.1072286,0.127289,null],[0.0885173,null,null,null,null,null,null,null,0.114933,null,null,null,null,null,null,null,null,null,null,0.120625,null,null,null,null,null,null,0.1260817,null,null,null,null,0.0847972,null,null,null,null,null,0.0791204,null,null],[0.0808628,null,null,null,null,null,null,null,0.1185343,null,null,null,null,null,null,null,null,null,null,0.0975898,null,null,null,null,null,null,null,null,null,null,null,0.0856728,null,null,null,null,null,0.1016693,null,null],[0.0794294,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0932784,null,null,null,null,null,null,null,null,null,null,null,0.0839801,null,null,null,null,null,0.0973114,null,null],[0.0824302,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1188137,null,null,null,null,null,null,null,null,null,null,null,0.0789896,null,null,null,null,null,null,null,null],[0.0781705,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0752447,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0794723,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_gauss_qinit.json b/tests/fixtures/r/fsm_gauss_qinit.json new file mode 100644 index 0000000..973c33d --- /dev/null +++ b/tests/fixtures/r/fsm_gauss_qinit.json @@ -0,0 +1 @@ +{"dataset":"gauss","som":[1,2,2,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,2,1,1,2,2,1,2,1,1,2,2,1],"args":{"s_function":"Dopt","Q_initial":[[2,0,0,0,0],[0,2,0,0,0],[0,0,2,0,0],[0,0,0,2,0],[0,0,0,0,2]]},"z":[2,1,1,2,1,2,1,1,2,1,1,2,2,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,1,1,1,1,2,2,2,2,2,1,1],"selected":[40,36,37,7,4,10,23,14,15,24,18,33,19,3,2,25,21,28,17,26,31,29,11,13,22,35,30,34,6,8,5,12,16,39,9,27,20,38,1,32],"criteria":[[28231.2600755,72757.912071,133624.2762449,158751.8597492,61291.5080365,63293.2318387,217351.1492272,55278.9248882,39842.8353249,157208.9066088,78383.3459362,65249.7530882,95561.0808485,150846.3409402,105565.0963051,55997.6826677,111358.9294529,121008.6600856,96022.2048426,36533.2842902,109882.7001624,62634.5382431,166725.0483343,139465.716986,104385.2700767,62351.6807053,37678.5989509,79569.9572687,94707.5935575,75917.1807429,77132.3807162,27428.566592,118000.0660683,59135.1066528,72614.7503831,227378.146857,196330.2775435,32835.5738288,41484.7178417,230183.8859668],[28231.2600755,72757.912071,133624.2762449,158751.8597492,61291.5080365,63293.2318387,217351.1492272,55278.9248882,39842.8353249,157208.9066088,78383.3459362,65249.7530882,95561.0808485,150846.3409402,105565.0963051,55997.6826677,111358.9294529,121008.6600856,96022.2048426,36533.2842902,109882.7001624,62634.5382431,166725.0483343,139465.716986,104385.2700767,62351.6807053,37678.5989509,79569.9572687,94707.5935575,75917.1807429,77132.3807162,27428.566592,118000.0660683,59135.1066528,72614.7503831,227378.146857,196330.2775435,32835.5738288,41484.7178417,null],[17648.1358013,72441.1191111,74203.1152816,155264.9962334,41764.5685793,61073.1777937,162146.2822826,53846.8369983,39813.571293,153694.7157382,55901.1424577,64732.5118356,51545.7103716,150191.1419085,105344.7471607,38505.2052212,65257.2514675,103600.5172428,85870.0200022,33869.8904543,105578.2670712,48606.5251542,133777.7749152,92530.1020412,64224.5085698,62349.3884687,34260.7109969,74297.7115665,38991.6373077,23039.7859661,72811.2859882,22144.4759222,93602.0655298,46056.5796119,48848.5679867,null,195955.508559,29805.6215804,41349.5722853,null],[23550.2707358,72743.5088988,85200.8908988,153745.7882865,31652.3007557,53783.1997408,215415.066937,48622.8658907,39303.3893912,146427.8957617,73967.2743437,56518.2826427,86593.0172655,147377.3825671,95460.3695281,52698.8257079,62245.0464542,119905.8764521,87857.1536448,28192.9372152,68043.7521503,54396.229957,84572.4499338,139464.5794256,104325.889574,59362.0892438,33309.8314098,50947.7028147,24315.3771121,23879.0522086,75958.9873679,26250.2075474,110011.613376,49670.4153999,70024.2538222,null,null,30082.4669951,38513.8606279,null],[17145.0859455,26146.1565174,58052.5243966,154808.4876386,40189.0958123,40736.2147905,null,36383.3346117,39609.9047655,153458.0635112,55611.863127,64462.4198387,47925.2710426,122233.2858586,100210.7597479,36918.3686497,65246.9492975,103586.2967225,85786.1319395,33416.4549624,104329.0590502,26418.8359139,122213.8750672,80260.9888397,55418.825551,47104.7476178,22064.3116125,70782.3653325,31428.3567158,7699.2078549,62182.6419322,21695.1781417,79384.0340594,40580.7817758,39219.8725667,null,null,28018.8223831,39933.6603889,null],[19108.0353329,50382.3675905,83689.8797824,null,31115.9272053,48354.0791464,null,36417.4708668,30857.2874454,141345.4466871,26156.9939341,14839.0361356,65493.804209,140952.1121861,60974.7717263,44214.0097645,60588.7586219,45076.1855184,77427.3677045,27880.2364907,42706.8149871,54108.8478892,64018.805427,97403.7062254,42986.8724779,54893.1457426,32824.9259079,36351.1487441,23918.094209,2686.031851,75945.9978068,22548.0352556,86261.8431503,49177.8737686,6452.5940386,null,null,30006.6711618,35574.1062387,null],[17131.6450737,26052.4125298,57132.1238697,null,11655.2245535,10594.6888327,null,35283.5552853,18248.8239447,null,23582.0719604,60813.5697013,38414.1824447,51847.9024742,90749.7472621,25800.3779532,65077.0838471,52957.7496963,77233.6145511,18737.8160386,82018.8713289,25978.6111661,119053.3347859,53876.3672938,50696.4769909,28410.5527062,19511.6458675,70605.0331428,30623.5029577,11.3984395,2012.5972332,21488.7000781,64709.4701508,29899.8126203,36515.6821143,null,null,27219.6456707,31537.0451147,null],[18716.8457323,50021.9176655,80627.791208,null,15584.293341,20017.6607044,null,35383.0218694,5459.206264,null,2428.3566637,7568.7387699,42425.4990563,82540.0210577,53240.7442904,29479.0934481,51713.007049,1728.2935149,74934.9085478,16880.4631812,30927.8484762,49958.588752,null,65874.1860258,36332.0179309,30867.3342554,29290.0820598,34318.186128,13994.8601362,2171.8944638,11676.5554823,22158.4315169,58477.9611886,33609.0303235,5425.2071296,null,null,26910.3883569,27802.0490536,null],[11991.8427274,1264.2095707,15168.091824,null,10762.5944551,9365.6648466,null,34166.7317984,361.2008633,null,4170.243383,1311.0132034,34829.026544,null,83365.1110128,15970.4465291,23449.4204634,18445.3161328,68316.4001304,18715.9525331,61196.668519,4792.1383102,null,13375.8156667,1423.1003705,7593.3634619,16817.2817675,62289.4178585,24209.9584164,11.696147,270.5593927,13084.8114837,61878.7910998,28592.919307,6219.2282641,null,null,13376.4113077,31390.2912508,null],[8123.883908,20653.8279286,2033.8138339,null,15584.4343903,3967.6597608,null,5.78848,727.6751027,null,1797.4855455,384.6610487,634.8119023,null,null,9833.0685775,5828.2716205,120.4523855,23552.0143944,12952.0524922,27597.1285708,5005.5329417,null,59423.7669803,34431.8289415,29641.7224487,475.2410401,11677.8378241,5881.6689856,915.3998946,5136.3618333,8032.0390536,42716.61165,6909.8246481,1964.7891111,null,null,2179.279734,19703.6445294,null],[0.3539887,0.3876571,0.7695425,null,0.3671137,0.3728221,null,0.5709318,0.3807931,null,0.7711152,0.6856978,0.6440985,null,null,0.6216415,0.840268,1.2579727,1.220954,0.3253289,0.8171819,0.3600553,null,null,1.035656,0.6386635,0.4326802,0.9231248,0.6610996,0.3928525,0.4487755,0.3839226,0.9742866,0.6919523,0.6032277,null,null,0.3637509,0.4409852,null],[0.2957566,1.2426431,1.8580764,null,0.5725305,0.7759469,null,0.7726799,0.4893548,null,0.4486363,0.5022666,1.5010749,null,null,0.3374878,1.5870638,null,1.4328329,0.568979,1.2077041,1.1214682,null,null,0.6445784,1.0714873,0.4144131,0.7789696,0.4833639,0.4340874,0.8487737,0.3374754,2.23809,0.4318971,0.5155998,null,null,0.6247375,0.8136249,null],[0.3520437,0.3289638,0.7625953,null,0.3342273,0.3727966,null,0.4935942,0.2412031,null,0.3600175,0.43393,0.6207898,null,null,0.6181348,0.8402653,null,1.0962561,0.3215145,0.7622898,0.3582077,null,null,0.9045335,0.5216803,0.4159278,0.7596247,0.6235629,0.3284417,0.3533867,0.3828581,null,0.6429025,0.3489871,null,null,0.3626602,0.4395607,null],[0.1818436,1.1891087,1.54796,null,0.3644855,0.7023316,null,0.6096557,0.3529509,null,0.4367764,0.4547798,0.8639543,null,null,0.2650303,0.8255504,null,null,0.2416324,0.6002278,1.0491506,null,null,0.5286116,0.4574881,0.3658018,0.4996409,0.4737665,0.3844621,0.7802236,0.1897196,null,0.3489983,0.4734989,null,null,0.3657893,0.2928888,null],[0.1719294,0.681514,null,null,0.338365,0.4265344,null,0.3736133,0.262197,null,0.4367122,0.3406489,0.4138694,null,null,0.2533997,0.4128898,null,null,0.2399134,0.5866318,0.44511,null,null,0.4882807,0.457488,0.2467274,0.4873217,0.467238,0.3797712,0.503949,0.1645141,null,0.3216923,0.4079499,null,null,0.1840049,0.2873852,null],[0.2228423,null,null,null,0.3059186,0.3593042,null,0.3503546,0.2173658,null,0.3591078,0.3977979,0.4130514,null,null,0.3958951,0.5014683,null,null,0.234572,0.6257537,0.2591316,null,null,0.7375184,0.4074078,0.2623538,0.5156375,0.5293264,0.3281841,0.3533227,0.2263543,null,0.4000734,0.3486182,null,null,0.2028814,0.2745402,null],[0.1699317,null,null,null,0.2976694,0.3343802,null,0.3470666,0.1966228,null,0.3010384,0.2955265,0.4106091,null,null,0.2913584,0.4658898,null,null,0.226388,0.6226525,0.2544143,null,null,null,0.3368532,0.2401498,0.514702,0.5140875,0.3179347,0.3418034,0.1687396,null,0.3497021,0.27542,null,null,0.1799732,0.2634874,null],[0.1700328,null,null,null,0.3339577,0.3331487,null,0.3338156,0.2346025,null,0.4190631,0.2948857,0.3884307,null,null,0.2515762,0.4032921,null,null,0.2389111,null,0.3031534,null,null,null,0.443244,0.2141652,0.4866439,0.4656189,0.3135603,0.3940704,0.1620066,null,0.3179914,0.3012242,null,null,0.1653713,0.281052,null],[0.1487171,null,null,null,0.2123544,0.270174,null,0.2692976,0.1924479,null,0.3006685,0.2862572,0.3609975,null,null,0.2807421,0.462453,null,null,0.1557431,null,0.2536666,null,null,null,0.3206251,0.2184784,null,0.4244631,0.2987592,0.3182005,0.1524284,null,0.3160102,0.2693216,null,null,0.1680205,0.184037,null],[0.1384069,null,null,null,0.3036109,0.3127968,null,0.2592058,0.2344164,null,0.4129969,0.2864233,0.3614916,null,null,0.2034087,null,null,null,0.2042557,null,0.3001592,null,null,null,0.4415151,0.1658687,null,0.348018,0.3012759,0.3940413,0.1334306,null,0.2326034,0.2975512,null,null,0.151488,0.2320784,null],[0.1238472,null,null,null,0.2512207,0.3124789,null,0.2587312,0.1920831,null,0.3488971,0.2457486,0.3477973,null,null,0.1985988,null,null,null,0.1638634,null,0.300125,null,null,null,null,0.1658404,null,0.3479135,0.3011296,0.3812418,0.1179564,null,0.2324482,0.2912065,null,null,0.1357699,0.1870389,null],[0.1418959,null,null,null,0.2122647,0.2653128,null,0.2586761,0.168967,null,0.2992628,0.2525894,0.2796438,null,null,0.2735945,null,null,null,0.1470623,null,0.2075678,null,null,null,null,0.2116784,null,0.4159673,0.2865603,null,0.1390269,null,0.3119433,0.2688451,null,null,0.1261816,0.1637704,null],[0.1232473,null,null,null,0.2429016,0.2441656,null,0.2425363,0.1558792,null,0.3189926,0.2237866,0.3119591,null,null,0.1962435,null,null,null,0.156065,null,0.2591033,null,null,null,null,0.1633746,null,null,0.2820326,null,0.1173007,null,0.2309052,0.2663023,null,null,0.1239337,0.1836127,null],[0.1163993,null,null,null,0.1968278,0.2553782,null,0.2221506,0.1684128,null,null,0.2508392,0.2796138,null,null,0.2258223,null,null,null,0.1364052,null,0.206066,null,null,null,null,0.1682276,null,null,0.2391037,null,0.119138,null,0.2410325,0.262799,null,null,0.1231785,0.1537504,null],[0.1182113,null,null,null,0.2179837,0.2429668,null,0.2389001,0.1312266,null,null,0.190852,null,null,null,0.1953229,null,null,null,0.1475527,null,0.2590943,null,null,null,null,0.1633016,null,null,0.2569817,null,0.1138886,null,0.2304398,0.2258121,null,null,0.1230495,0.1807611,null],[0.1143613,null,null,null,0.1934231,0.2279249,null,0.1960884,0.1596068,null,null,0.2492513,null,null,null,0.2255461,null,null,null,0.1258215,null,null,null,null,null,null,0.1628181,null,null,0.2385817,null,0.1157423,null,0.2389006,0.2619697,null,null,0.1062445,0.1373789,null],[0.117055,null,null,null,0.2158422,0.2177385,null,0.2165535,0.1238716,null,null,0.1813623,null,null,null,0.1937487,null,null,null,0.1474135,null,null,null,null,null,null,0.151124,null,null,0.2558459,null,0.1113644,null,0.2270039,null,null,null,0.1075094,0.1803738,null],[0.1070702,null,null,null,0.1902541,0.2259761,null,0.1960858,0.1446426,null,null,0.2133311,null,null,null,0.2165377,null,null,null,0.1247408,null,null,null,null,null,null,0.157442,null,null,null,null,0.1090537,null,0.2357387,null,null,null,0.1023085,0.1373682,null],[0.0922343,null,null,null,0.1896725,0.225675,null,0.1802276,0.1442675,null,null,0.2132367,null,null,null,0.1796047,null,null,null,0.1225806,null,null,null,null,null,null,0.1305252,null,null,null,null,0.0941197,null,null,null,null,null,0.0964981,0.1330834,null],[0.1102541,null,null,null,0.2037883,null,null,0.2112983,0.1217783,null,null,0.1796846,null,null,null,0.186318,null,null,null,0.1439457,null,null,null,null,null,null,0.1421369,null,null,null,null,0.1075279,null,null,null,null,null,0.1074276,0.1799085,null],[0.105225,null,null,null,0.2013718,null,null,null,0.1214221,null,null,0.1788987,null,null,null,0.1796149,null,null,null,0.1377781,null,null,null,null,null,null,0.1249429,null,null,null,null,0.1022436,null,null,null,null,null,0.0991469,0.1709387,null],[0.0917025,null,null,null,null,null,null,null,0.1383943,null,null,0.2132342,null,null,null,0.1789926,null,null,null,0.1151972,null,null,null,null,null,null,0.127598,null,null,null,null,0.0938551,null,null,null,null,null,0.0936244,0.1280464,null],[0.0880586,null,null,null,null,null,null,null,0.1213626,null,null,null,null,null,null,0.1756508,null,null,null,0.1137468,null,null,null,null,null,null,0.1270258,null,null,null,null,0.0891495,null,null,null,null,null,0.0870397,0.1270352,null],[0.0971207,null,null,null,null,null,null,null,0.1167276,null,null,null,null,null,null,null,null,null,null,0.1178844,null,null,null,null,null,null,0.1238302,null,null,null,null,0.0962317,null,null,null,null,null,0.09772,0.1518686,null],[0.0774664,null,null,null,null,null,null,null,0.1213585,null,null,null,null,null,null,null,null,null,null,0.1126618,null,null,null,null,null,null,0.1129477,null,null,null,null,0.0780935,null,null,null,null,null,0.082926,null,null],[0.0903593,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1035362,null,null,null,null,null,null,0.120966,null,null,null,null,0.0892905,null,null,null,null,null,0.0919971,null,null],[0.0844433,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1020334,null,null,null,null,null,null,null,null,null,null,null,0.0833307,null,null,null,null,null,0.0881721,null,null],[0.0761487,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0766815,null,null,null,null,null,0.0794068,null,null],[0.0736202,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.073301,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0797348,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_Aopt.json b/tests/fixtures/r/fsm_heavy_Aopt.json new file mode 100644 index 0000000..90e9e71 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_Aopt.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"Aopt","Pol_mat":[[0,1,0,0],[0,0,1,0]],"w_pol":[0.7,0.3]},"z":[1,2,2,1,1,2,1,2,2,2,1,2,1,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1],"selected":[8,4,25,10,30,35,34,28,23,17,5,3,12,33,29,31,36,18,2,24,27,16,19,1,7,32,14,22,15,9,26,11,21,20,13,6],"criteria":[[106.2407754,303.5351874,84.8847777,634.9034814,367.2856182,3.098776,160.4351687,670.9931978,23.4488775,260.7528149,3.3368714,232.0621446,7.8750573,31.2907084,11.423097,215.4779616,150.6820644,283.359473,42.266009,15.1078478,17.9308137,41.8422685,340.8113176,180.7714726,186.8707751,22.1816248,309.8218548,482.19381,230.3549437,461.6298584,129.2269371,85.9210494,293.6445834,457.4314422,263.2503014,152.9259612],[106.2407754,303.5351874,84.8847777,634.9034814,367.2856182,3.098776,160.4351687,null,23.4488775,260.7528149,3.3368714,232.0621446,7.8750573,31.2907084,11.423097,215.4779616,150.6820644,283.359473,42.266009,15.1078478,17.9308137,41.8422685,340.8113176,180.7714726,186.8707751,22.1816248,309.8218548,482.19381,230.3549437,461.6298584,129.2269371,85.9210494,293.6445834,457.4314422,263.2503014,152.9259612],[131.1296719,212.0738242,52.867116,null,185.5049252,114.3899163,144.6245471,null,76.4946483,240.2094541,9.3372343,247.0901051,140.420815,14.3941968,51.7444928,82.6093455,153.0809949,193.6023648,67.2862417,114.2346877,106.8250988,154.8367952,268.484273,207.2861789,304.5652359,161.3081936,299.2751842,224.833972,277.8075508,141.4451776,126.2543142,226.1324473,264.6528415,35.5496172,274.1527366,142.8072621],[23.1324921,23.7808071,79.1932393,null,327.9404001,51.8544135,37.0003463,null,9.9070133,376.3936818,7.3641644,152.1704521,48.4671908,7.7245801,47.2336452,67.2113846,228.1518899,176.9253809,49.78459,18.0269272,46.608278,57.7646137,372.9094616,182.6112199,null,28.5380837,208.9135518,64.5387908,90.1597459,144.2837708,67.4602075,73.2978142,85.8495971,214.9035238,66.7879479,142.7624164],[42.8324786,148.7987218,42.2126668,null,174.7563397,78.3722092,192.9405008,null,113.1952764,null,21.1119952,40.4892149,111.3703186,38.7759098,34.4298144,115.0365273,170.5383712,18.9987819,35.1283973,120.781558,176.0213936,182.9340849,179.6759808,183.103781,null,185.2895625,26.2485824,119.9475399,15.7870792,195.8920008,128.8378903,164.285604,12.8481765,17.7420685,44.7147723,13.9175082],[30.1451862,63.9812185,39.8787524,null,26.5167326,93.1633167,90.214087,null,23.2095886,null,2.9808998,47.8623866,102.6877838,6.4665435,51.8060575,51.077998,100.093315,102.7019514,56.6977784,43.8538356,37.7739397,95.1273951,63.8193986,6.4952735,null,69.2864589,98.2988708,102.9910653,101.701416,null,3.194989,76.7427175,65.924687,27.9941291,103.2398825,37.432854],[3.0514455,3.017197,3.0850949,null,2.9786705,3.0431164,2.9812273,null,3.0438177,null,3.0627639,3.0620697,2.5922805,3.0642466,3.0737427,3.0682988,2.8400568,2.4986688,3.0770287,3.0479418,3.0282838,2.8358221,2.9561483,3.0247142,null,3.0289677,2.9772806,0.0906986,2.8981566,null,3.0485752,3.0367661,3.0386118,3.097554,null,3.0755986],[16.7231345,14.3166506,17.0583845,null,16.0191714,17.0102028,15.214412,null,16.8481114,null,17.0179143,16.305317,16.9330953,17.0569953,17.0468537,16.9035667,16.6242138,16.8934356,17.0759406,16.6795873,15.8346784,16.6676221,15.2999891,14.7472494,null,11.6844212,15.9812939,17.3298071,17.2361688,null,17.0339592,11.94861,15.1997106,null,null,16.8508492],[0.0170112,0.0105375,0.0414606,null,0.1062819,0.0282977,0.002777,null,0.0266352,null,0.0489946,0.0036476,0.0189012,0.0348377,0.0502799,0.0007936,0.0088315,0.056135,0.0485719,0.0091725,0.0199948,0.0051639,0.1234149,0.0440326,null,0.0038577,0.0374622,null,0.0492544,null,0.0516666,0.0047702,0.0065977,null,null,0.001235],[0.1884475,0.2106517,0.2416695,null,0.5220388,0.250832,0.3997034,null,0.0053419,null,0.111919,0.5163894,0.2575918,0.0490926,0.2114749,0.0139487,0.6069558,0.0381967,0.1884467,0.0176087,0.158579,0.2806757,null,0.5956924,null,0.0023155,0.0254801,null,0.0865801,null,0.1971599,0.1254875,0.486237,null,null,0.2773477],[0.0109678,0.0029369,0.0444596,null,0.19514,0.0240835,0.0343881,null,0.0529964,null,0.055802,0.0157552,0.0079359,0.0670317,0.0487325,0.0439698,null,0.0523673,0.0572966,0.027281,0.0745343,0.0042141,null,0.1804922,null,0.0089992,0.0330398,null,0.1568419,null,0.1475772,0.0022607,0.0276548,null,null,0.0078874],[0.0046133,0.0078283,0.0115766,null,null,0.0063599,0.0018801,null,0.0028011,null,0.003567,0.0081413,0.0048393,0.0029975,0.008847,0.0025402,null,0.0033474,0.0101175,0.0033783,0.0024696,0.0052244,null,0.0002502,null,0.0041012,0.003815,null,0.0114392,null,0.0006672,0.005227,0.0088432,null,null,0.0051088],[0.0058461,0.0068684,null,null,null,0.0016254,0.0013221,null,0.0034301,null,0.0042725,0.0099533,0.001845,0.0030259,0.0005037,0.0025373,null,0.0031319,0.001232,0.0035175,0.0021772,0.0025726,null,0.0002172,null,0.0033768,0.0037921,null,0.0065423,null,0.0006301,0.0045516,0.0087675,null,null,0.0054169],[0.0363667,0.0376632,null,null,null,0.0093867,0.0096822,null,0.0141654,null,0.0324326,null,0.003867,0.0243491,0.0246649,0.0133417,null,0.0039832,0.0216743,0.0144566,0.0027361,0.0002047,null,0.0237438,null,0.0075374,0.008238,null,0.0210993,null,0.0137188,0.0184641,0.0595614,null,null,0.0377587],[0.0012523,0.0022113,null,null,null,0.000446,0.0003364,null,0.0005144,null,0.0003611,null,0.0003974,0.0002861,0.0005028,0.0007202,null,0.0017535,0.0009459,0.0005355,0.000266,0.0005678,null,5.99e-05,null,0.0005964,0.0017306,null,0.0024248,null,2.15e-05,0.0009979,null,null,null,0.0013896],[0.0061205,0.0068457,null,null,null,0.0026339,0.0077371,null,0.0040788,null,0.013485,null,0.0006727,0.015965,0.0101014,0.0143233,null,0.0027084,0.0118597,0.0044143,0.0037223,0.0003265,null,0.0203477,null,0.0015444,0.0070589,null,null,null,0.0213946,0.0029391,null,null,null,0.0151169],[0.0075156,0.0089938,null,null,null,0.0020003,0.0049948,null,0.0016445,null,0.0086913,null,0.000913,0.0078385,0.0065306,0.0073029,null,0.0034258,0.00663,0.0023105,0.000752,0.0003367,null,0.0111648,null,0.0008618,0.0055189,null,null,null,null,0.0031047,null,null,null,0.0120852],[0.0007753,0.0015153,null,null,null,0.0001436,0.0003097,null,0.0002686,null,0.0002353,null,0.0001508,0.0001976,0.000166,0.0006582,null,0.0016636,0.0004636,0.0002586,0.0001058,0.0002607,null,0.000128,null,0.0002773,0.0015854,null,null,null,null,0.0005511,null,null,null,null],[0.0007965,0.0016356,null,null,null,0.0001471,0.0001562,null,0.0003065,null,0.0002229,null,9.44e-05,0.0001266,0.0002683,0.0004252,null,null,0.0006297,0.0002291,0.0001485,0.0003268,null,0.000165,null,0.0002553,0.0011208,null,null,null,null,0.0004746,null,null,null,null],[0.0037347,null,null,null,null,0.0004654,0.0049988,null,0.0001146,null,0.0019093,null,0.0004928,0.002793,0.0015235,0.0052525,null,null,0.0018741,0.0004661,0.0007373,0.0001991,null,0.011412,null,0.0001801,0.004294,null,null,null,null,0.0014441,null,null,null,null],[0.0004521,null,null,null,null,7.77e-05,0.0002306,null,0.0001208,null,9.02e-05,null,5.06e-05,0.0001557,0.0002485,0.0005417,null,null,0.0005608,0.0001065,4.82e-05,0.0001728,null,null,null,0.0001231,0.0012379,null,null,null,null,0.0003105,null,null,null,null],[0.0037638,null,null,null,null,0.0002815,0.0031049,null,0.0002665,null,0.0020147,null,0.0001285,0.0024437,0.0014404,0.0040847,null,null,0.0019797,0.0005922,0.0001831,0.000229,null,null,null,0.0003345,null,null,null,null,null,0.0016954,null,null,null,null],[0.0004754,null,null,null,null,9.92e-05,0.0001438,null,0.0001588,null,6.29e-05,null,3.5e-05,8.16e-05,0.0003094,null,null,null,0.0006452,9.06e-05,8.88e-05,0.000228,null,null,null,0.0001176,null,null,null,null,null,0.0002654,null,null,null,null],[0.0040712,null,null,null,null,0.0003364,0.0025119,null,0.0003051,null,0.0017296,null,0.0001039,0.0017349,0.0013795,null,null,null,null,0.0005026,0.0001142,0.0003621,null,null,null,0.0003492,null,null,null,null,null,0.0017825,null,null,null,null],[null,null,null,null,null,0.0002943,0.0022581,null,4.36e-05,null,0.0011091,null,2.1e-05,0.0021176,0.0013663,null,null,null,null,0.0002477,0.000235,0.0003775,null,null,null,0.000192,null,null,null,null,null,0.0012742,null,null,null,null],[null,null,null,null,null,3.85e-05,null,null,0.0001759,null,0.0001174,null,2.22e-05,5.31e-05,0.0001093,null,null,null,null,9.22e-05,8.32e-05,0.000171,null,null,null,0.0001054,null,null,null,null,null,0.0002539,null,null,null,null],[null,null,null,null,null,0.0006621,null,null,5.03e-05,null,0.0013802,null,8.89e-05,0.0023109,0.0022854,null,null,null,null,0.0002583,0.000163,0.0006439,null,null,null,0.0002862,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,2.96e-05,null,null,0.0001542,null,7.7e-05,null,1.31e-05,null,0.000108,null,null,null,null,6.33e-05,8.18e-05,0.0001569,null,null,null,7.7e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,0.0002289,null,null,0.0001472,null,0.0005061,null,3.8e-06,null,0.0010031,null,null,null,null,0.0002318,0.0001669,null,null,null,null,0.0003064,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,2.2e-05,null,null,0.0001307,null,6.51e-05,null,1.41e-05,null,null,null,null,null,null,5.43e-05,6.69e-05,null,null,null,null,6.62e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,1.89e-05,null,null,null,null,4.59e-05,null,1.52e-05,null,null,null,null,null,null,4.46e-05,5.25e-05,null,null,null,null,5.52e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,6.9e-06,null,null,null,null,0.000304,null,0.0001051,null,null,null,null,null,null,0.0002315,0.0001592,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,1.95e-05,null,null,null,null,null,null,0.000109,null,null,null,null,null,null,0.0001819,0.0001922,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,1.62e-05,null,null,null,null,null,null,1.38e-05,null,null,null,null,null,null,3.72e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,2.64e-05,null,null,null,null,null,null,0.000114,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,1.49e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_Dopt.json b/tests/fixtures/r/fsm_heavy_Dopt.json new file mode 100644 index 0000000..26fba0e --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_Dopt.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt"},"z":[1,1,1,1,2,1,1,2,2,2,2,2,2,1,2,1,1,2,2,1,2,2,1,1,2,1,2,1,1,1,2,2,1,1,2,2],"selected":[8,23,3,5,4,15,12,33,11,34,28,19,10,1,36,29,14,18,35,30,27,24,31,2,6,25,17,9,16,32,13,7,20,21,26,22],"criteria":[[2231.4079984,2146.1203025,9995.7809575,5466.3098521,7446.3086759,1860.4259065,1303.7894951,20768.4049549,1485.735731,4248.6677552,6008.0868176,5023.5422603,1372.5889109,2788.7578589,6606.7981996,1532.3706282,1996.1170665,2612.5225947,5931.2957013,1261.4280279,1145.565002,1100.66049,17180.3282643,2011.4169929,1892.3731541,1091.2483318,2171.6079257,3091.7217475,2970.5964696,2534.2673587,2260.0159717,1361.3217616,3177.7938254,4931.5623942,2310.794115,2682.2665003],[2231.4079984,2146.1203025,9995.7809575,5466.3098521,7446.3086759,1860.4259065,1303.7894951,null,1485.735731,4248.6677552,6008.0868176,5023.5422603,1372.5889109,2788.7578589,6606.7981996,1532.3706282,1996.1170665,2612.5225947,5931.2957013,1261.4280279,1145.565002,1100.66049,17180.3282643,2011.4169929,1892.3731541,1091.2483318,2171.6079257,3091.7217475,2970.5964696,2534.2673587,2260.0159717,1361.3217616,3177.7938254,4931.5623942,2310.794115,2682.2665003],[2223.8775115,2141.9668879,9985.7171299,4837.3684738,640.2701484,1857.3957648,1288.545009,null,1281.014473,1243.7883642,5629.4107778,4492.2894834,1370.9963977,2619.1464763,6528.4659248,1531.3246971,1289.0726274,2057.3062015,5863.7351157,1235.5921685,865.7998265,1033.5192364,null,917.5435789,1490.2478124,1084.0606632,1722.5562024,3077.8254305,2462.1480005,1922.6847204,1282.3623194,1320.1799578,3028.8323936,4552.0525112,2140.404122,2498.4105713],[1982.236866,1524.2055614,null,1944.3987361,7361.6056572,1779.9421179,770.1759297,null,1478.8406739,3786.3986807,5942.0439534,3782.1603116,1248.8527631,2725.6319806,6485.2008494,1130.6339952,1925.7697782,1912.261025,5928.5215985,1260.4312375,1115.6295631,1098.4114816,null,1371.7338634,1876.2894216,1089.842369,1725.4857344,1956.2465799,2590.5957519,1868.0866112,1768.2195021,1352.1719327,2161.4329554,3539.6577913,1905.2153946,2672.570454],[2067.2716025,2114.6917126,null,4812.4081198,null,539.2611438,1173.7523871,null,1230.1732634,289.6352268,2732.1452274,4138.4644,724.9709736,1700.8005894,238.97806,1497.7303866,287.0316497,1692.1381613,127.1694849,1223.1123689,860.3398207,709.1918536,null,916.631063,1476.3596667,1058.1784441,1673.0603086,2097.8526538,1403.9269271,1718.0045157,1093.4591303,1304.5203273,3027.343048,3419.746006,1487.3502994,2054.7848179],[1823.554093,1369.7298377,null,null,null,1776.5551603,730.6797189,null,1033.7062633,942.8167259,5082.4350658,3714.3632111,1242.4302033,2346.8951701,6429.299508,1121.5076884,1095.1287887,1491.1541381,5901.3710404,1124.5290366,649.8606516,920.2679938,null,223.4065548,1711.366954,1010.5083137,1443.3383621,1760.1622046,2421.231858,751.4871381,647.7887022,1351.0003143,2161.248241,3297.3593893,1892.2009307,2644.8623035],[1755.5595873,1293.0066558,null,null,null,284.3522408,540.6934109,null,1018.6953855,57.1358887,2699.8210371,3556.8989736,447.711397,1673.0549807,null,1118.7657359,48.5400146,935.3473047,12.8761826,1124.5267007,625.0059535,499.1338196,null,216.8462295,1635.6176329,937.6654687,1301.7492918,632.0932452,1094.075776,496.5076731,519.080795,1286.1343703,2148.7610428,2562.3201039,1042.3155225,2407.7434321],[2055.8139773,2075.3345526,null,null,null,216.9330669,170.5887297,null,1110.5468984,2.15034,2597.7591064,null,281.5526555,1176.6513754,null,446.3151292,139.8371689,165.6937934,61.8043523,987.5468631,612.2307812,559.6917521,null,98.0541054,987.0333198,837.4574386,388.7915935,1801.0380985,1403.9686645,1549.7900926,285.6738917,1122.34219,2962.3535835,496.5328294,1483.799765,1510.5075435],[0.5455016,0.454365,null,null,null,0.3748626,0.2840138,null,0.3945294,0.5669006,1.176826,null,0.3207355,0.6580894,null,0.4048599,0.3447549,0.5008229,0.9382838,0.3858726,0.3063174,0.295647,null,0.3126793,0.5402336,0.3442127,0.5107035,0.4963526,0.6049709,0.4126191,0.4072112,0.4207331,null,1.0015245,0.4978895,0.7332481],[0.7434586,0.7132778,null,null,null,0.3060329,0.3302566,null,0.4746253,0.3693701,null,null,0.2918139,0.6940916,null,0.430175,0.2599035,0.4571501,0.6273681,0.4386365,0.3363386,0.2991691,null,0.3454907,0.4869231,0.3785878,0.4543787,0.735935,0.6039494,0.6094611,0.4337761,0.4566972,null,0.9383722,0.5760856,0.7207343],[0.6148949,0.6555626,null,null,null,0.275554,0.2175758,null,0.3624703,0.3613605,null,null,0.2352986,0.452513,null,0.2460144,0.2445664,0.3191244,0.6257396,0.3164934,0.246638,0.2477282,null,0.2446485,0.3391798,0.2825444,0.2814729,0.7307769,0.5742205,0.5926678,0.2792234,0.3488386,null,null,0.5424713,0.4724037],[0.3155233,0.3359377,null,null,null,0.3734848,0.2329836,null,0.2330507,0.5669006,null,null,0.3050485,0.3178287,null,0.2641127,0.3427472,0.4678414,0.8613767,0.2439086,0.2117822,0.2592108,null,0.239028,0.4247077,0.2502233,0.427504,null,0.5869928,0.3536286,0.2454468,0.310102,null,null,0.4644071,0.4386225],[0.2981385,0.2767676,null,null,null,0.2217583,0.1844816,null,0.2163002,0.5029481,null,null,0.1995902,0.3177071,null,0.2450703,0.2420121,0.3722239,null,0.2179653,0.1827038,0.1821978,null,0.2258002,0.3670163,0.2045759,0.3686487,null,0.3999589,0.2868097,0.2440187,0.258744,null,null,0.3214626,0.4305193],[0.4238972,0.4039423,null,null,null,0.2315245,0.206668,null,0.263442,null,null,null,0.1959273,0.3930451,null,0.2251555,0.2089325,0.3091887,null,0.231079,0.1888434,0.1738028,null,0.2406826,0.2558408,0.1996549,0.2595064,null,0.3575985,0.362036,0.2693826,0.2385155,null,null,0.3259325,0.3796594],[null,0.2732647,null,null,null,0.2114126,0.1785775,null,0.2063255,null,null,null,0.1930959,0.3160089,null,0.2448932,0.1781255,0.3684478,null,0.2149552,0.1649207,0.1679773,null,0.1768035,0.3617468,0.2009883,0.3632288,null,0.3994795,0.2435429,0.2118259,0.2587061,null,null,0.3211729,0.42253],[null,0.292603,null,null,null,0.2270802,0.1984967,null,0.192119,null,null,null,0.18673,0.3011502,null,0.1970123,0.2044273,0.3052296,null,0.1717978,0.1513509,0.1479156,null,0.2314921,0.2073693,0.1543058,0.2426532,null,0.3065186,0.2782675,0.2421731,0.1796326,null,null,0.2644804,null],[null,0.2492081,null,null,null,0.2000418,0.1899724,null,0.1781739,null,null,null,0.1651979,0.2962754,null,0.1886802,0.1923657,0.2849258,null,0.154999,0.140579,0.1267278,null,0.2309165,0.1766635,0.1339692,0.2234434,null,null,0.2461795,0.2417991,0.15134,null,null,0.2043397,null],[null,0.2196245,null,null,null,0.1895743,0.1419595,null,0.1622709,null,null,null,0.1623981,null,null,0.1787381,0.1755211,0.2937143,null,0.1600302,0.1355616,0.1415391,null,0.1659128,0.2652735,0.1526834,0.2735168,null,null,0.2294122,0.1883479,0.1912508,null,null,0.2672848,null],[null,0.2031622,null,null,null,0.1611452,0.1179371,null,0.1527496,null,null,null,0.13445,null,null,0.1501502,0.1713571,null,null,0.1420629,0.1264744,0.1258251,null,0.1634906,0.2130941,0.1319937,0.2136667,null,null,0.2272933,0.1856347,0.1609885,null,null,0.2316666,null],[null,0.2244104,null,null,null,0.199444,0.1789946,null,0.1431416,null,null,null,0.1614797,null,null,0.1619421,0.1901942,null,null,0.1260075,0.1184044,0.1176195,null,0.2105197,0.1576402,0.1144749,0.2104263,null,null,0.2290581,0.203375,0.1303846,null,null,null,null],[null,0.1721063,null,null,null,0.1383102,0.1076068,null,0.1402829,null,null,null,0.1150136,null,null,0.139431,0.1613597,null,null,0.1265961,0.1162034,0.1081184,null,0.161791,0.184875,0.1139964,0.1925094,null,null,null,0.1841092,0.1367647,null,null,null,null],[null,0.1888408,null,null,null,0.1965386,0.1784469,null,0.126444,null,null,null,0.1587295,null,null,0.1605065,0.1833529,null,null,0.1145451,0.1086245,0.108171,null,0.2084027,0.1525414,0.1044726,null,null,null,null,0.1994686,0.1189141,null,null,null,null],[null,0.1635591,null,null,null,0.1284191,0.0954633,null,0.133635,null,null,null,0.1035934,null,null,0.1218651,0.1604993,null,null,0.1156089,0.1108382,0.1013434,null,null,0.1572365,0.1029292,null,null,null,null,0.1809769,0.1206103,null,null,null,null],[null,0.1886907,null,null,null,0.1839667,0.1551708,null,0.1189182,null,null,null,0.1452382,null,null,0.1424854,0.1633261,null,null,0.1068939,0.0954292,0.0986308,null,null,0.147744,0.0968384,null,null,null,null,null,0.1147189,null,null,null,null],[null,null,null,null,null,0.1827213,0.1548275,null,0.1060859,null,null,null,0.1435704,null,null,0.1401045,0.1624198,null,null,0.0964781,0.0895591,0.0930493,null,null,0.1386355,0.0882392,null,null,null,null,null,0.1024247,null,null,null,null],[null,null,null,null,null,null,0.088097,null,0.1186346,null,null,null,0.1006883,null,null,0.1119864,0.1519044,null,null,0.1051159,0.0975107,0.0952258,null,null,0.1547604,0.0954556,null,null,null,null,null,0.1155186,null,null,null,null],[null,null,null,null,null,null,0.1378795,null,0.104913,null,null,null,0.1222617,null,null,0.1322614,0.143191,null,null,0.0934467,0.0846489,0.0820324,null,null,null,0.0822749,null,null,null,null,null,0.097191,null,null,null,null],[null,null,null,null,null,null,0.0811233,null,0.1121216,null,null,null,0.0929924,null,null,0.1007652,null,null,null,0.0957584,0.0930265,0.0895355,null,null,null,0.0862572,null,null,null,null,null,0.1018258,null,null,null,null],[null,null,null,null,null,null,0.1283061,null,null,null,null,null,0.1115813,null,null,0.1286014,null,null,null,0.091514,0.0797403,0.0747686,null,null,null,0.0789787,null,null,null,null,null,0.0954135,null,null,null,null],[null,null,null,null,null,null,0.076945,null,null,null,null,null,0.0897066,null,null,null,null,null,null,0.0867547,0.0843639,0.0836281,null,null,null,0.0789415,null,null,null,null,null,0.0947089,null,null,null,null],[null,null,null,null,null,null,0.0728952,null,null,null,null,null,0.0848617,null,null,null,null,null,null,0.0801953,0.0800061,0.0787506,null,null,null,0.0725883,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,0.1163835,null,null,null,null,null,null,null,null,null,null,null,null,0.0843399,0.0734852,0.07042,null,null,null,0.0726307,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0812207,0.0693927,0.0660004,null,null,null,0.0688592,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0770078,0.0735817,null,null,null,0.068759,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0630826,null,null,null,0.0640407,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0694988,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_Dopt_average.json b/tests/fixtures/r/fsm_heavy_Dopt_average.json new file mode 100644 index 0000000..6e1ae93 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_Dopt_average.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt average"},"z":[2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,2,1,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,2,2],"selected":[1,2,8,23,12,33,10,11,36,3,29,28,15,24,35,25,5,17,4,32,30,19,14,20,31,7,9,26,6,34,13,27,18,21,22,16],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.5558128,0.3796676,0.38266,0.229216,0.2658312,2.9542754,0.052092,0.8336161,0.0020062,0.1449612,0.1977866,0.0404938,0.4709129,0.1351105,0.3820464,0.1839781,0.334528,0.0519669,0.1394488,0.13447,1.309061,0.4359657,0.021248,0.0683677,0.1061624,0.0039568,0.0027327,0.0309962,0.2914854,0.0253551,0.0355491,0.0776862,0.0043007,0.0018808],[null,null,0.555863,0.3797091,0.3827017,0.2292482,0.2658659,null,0.0521073,0.8336776,0.0020032,0.1449356,0.1978165,0.0405073,0.4709591,0.1351352,0.382088,0.184007,0.334567,0.0519822,0.139474,0.1344947,1.3091381,0.4360102,0.0212578,0.0683853,0.1061843,0.0039611,0.0027362,0.0310081,0.2915218,0.0253658,0.0355364,0.077705,0.0043051,0.0018837],[null,null,2.9715644,3.0331556,3.0315915,3.147453,3.1118844,null,3.4854321,2.9581097,4.044357,5.0048651,3.1835417,3.5318584,2.9942589,3.2767999,3.0319105,3.2013521,3.059569,3.4858938,3.2691669,3.2779448,null,3.0071422,3.6333055,3.4309662,3.3338779,3.8001517,3.8228771,3.5768854,3.0903878,3.6079212,4.4185269,3.4038577,3.7944769,3.8421528],[null,null,1.3492625,1.3117332,1.3120262,1.3207419,1.3133893,null,1.4667521,1.4641536,1.8164681,null,1.3307526,1.4924848,1.3265198,1.3648877,1.3119649,1.3364521,1.3091915,1.4670036,1.361741,1.3653643,null,1.3195158,1.5514325,1.4377531,1.3899761,1.6547841,1.6693653,1.5182227,1.3105171,1.5363666,2.0804856,1.4238628,1.65116,1.6818163],[null,null,2.3539884,2.2133793,2.2155521,2.1190027,2.1387387,null,2.0927125,2.610639,2.2784788,null,2.1043793,2.1011212,2.2833012,2.0840948,2.2151058,2.0987696,2.1817785,2.0927869,2.0850078,2.0839676,null,2.2556811,2.1252516,2.0853675,2.0805656,2.1784963,2.1868162,2.1109295,2.1539943,2.1185447,null,2.0828615,2.1764547,2.1940492],[null,null,5.1394223,5.048292,5.0495379,5.0064734,5.0121245,null,5.0760101,null,5.3662091,null,5.0048676,5.0947485,5.0914164,5.0140961,5.0492814,5.0053034,5.0311451,5.0761894,5.0127696,5.0143025,null,5.0737236,5.1400938,5.0559525,5.0265355,5.2250337,5.237419,5.1141856,5.0180833,5.1282362,null,5.0468483,5.2219684,5.2480587],[null,null,2.7346328,2.6461723,2.6473373,2.610855,2.6143935,null,2.7019643,null,null,null,2.6114429,2.7237777,2.6874352,2.6265029,2.6470973,2.6129763,2.6304368,2.7021742,2.6246922,2.626782,null,2.6703175,2.7758957,2.6783227,2.642594,2.8721001,2.8860296,2.7462124,2.6191063,2.7623371,null,2.6674454,2.8686496,2.8979808],[null,null,5.6514278,5.5034304,5.5057109,5.4048712,5.4253576,null,5.3806739,null,null,null,5.3897953,5.3900577,5.5769383,5.3693428,5.5052424,5.3840542,5.4703029,5.3807575,5.3702268,5.3692205,null,5.5478753,5.4166482,5.372329,5.3662192,5.4747144,5.4837521,5.4009063,5.4412573,5.4092874,null,5.3693912,5.4724956,null],[null,null,null,5.7238202,5.7255135,5.6598307,5.670806,null,5.7051423,null,null,null,5.653706,5.7225186,5.7806711,5.6541194,5.7251652,5.6521745,5.6999487,5.7053066,5.6533923,5.6542375,null,5.7577024,5.7658286,5.6870948,5.6626166,5.8496381,5.862044,5.7409048,5.6805267,5.7543708,null,5.6791791,5.8465736,null],[null,null,null,2.9890694,2.9909677,2.9134605,2.9275497,null,2.937587,null,null,null,2.904458,2.9526796,3.0518447,2.8983467,2.9905775,2.90159,2.9620025,2.9377281,2.8981147,2.8983911,null,3.0266813,2.9912995,2.92235,2.9033136,3.0681019,null,2.9689371,2.9393258,2.9809804,null,2.9158929,3.0652638,null],[null,null,null,3.2093337,3.2117287,3.106479,3.1276933,null,3.0855571,null,null,null,3.091006,3.0961506,3.2866929,3.0706337,3.2112367,3.0851705,3.1745947,3.0856521,3.0714639,3.0705201,null,3.2560723,3.1257482,3.0759524,3.0681208,null,null,3.1082769,3.1442431,3.1175927,null,3.0724601,3.1871863,null],[null,null,null,5.9848579,5.9870919,5.8911281,5.9098971,null,5.8868434,null,null,null,5.8779152,5.8992303,null,5.8626669,5.9866329,5.8731293,5.9526283,5.8869566,5.8631083,5.8626112,null,6.0286675,5.9325112,5.8750316,5.8629264,null,null,5.9130283,5.9248328,5.9234614,null,5.8703938,5.9992744,null],[null,null,null,3.3841739,3.3861861,3.3037094,3.3187912,null,3.327082,null,null,null,3.2939905,3.3427179,null,3.2869699,3.3857724,3.2908554,3.3554579,3.327228,3.2867721,3.2870097,null,null,3.3828349,3.3113432,3.2918585,null,null,3.3595913,3.3313462,3.3721052,null,3.3046982,3.4598699,null],[null,null,null,6.115788,6.1176908,6.0415248,6.0549447,null,6.0762038,null,null,null,6.0333418,6.0930584,null,6.0298034,6.1172996,6.03092,6.0887775,6.0763621,6.0293413,6.0298825,null,null,6.1356785,6.058965,6.0365761,null,null,6.111068,6.0664028,6.1243411,null,6.0515416,null,null],[null,null,null,6.2504023,6.2526017,6.1598588,6.1775387,null,6.1675542,null,null,null,6.1478055,6.1817084,null,6.135731,6.2521497,6.1436082,6.21881,6.1676849,6.135905,6.1357155,null,null,null,6.1536945,6.1380229,null,null,6.1972371,6.19185,6.2088719,null,6.1480491,null,null],[null,null,null,3.5946448,null,3.4936921,3.5141615,null,3.4824088,null,null,null,3.4790606,3.4945171,null,3.461141,3.5965381,3.473666,3.5601899,3.4825188,3.4617586,3.4610594,null,null,null,3.4710669,3.4602703,null,null,3.5081389,3.530314,3.5184991,null,3.4667283,null,null],[null,null,null,3.7041694,null,3.6171941,3.6338355,null,3.6335549,null,null,null,3.6061542,3.6488097,null,3.5965679,null,3.602445,3.6734747,3.6336966,3.5965439,3.596582,null,null,null,3.6183851,3.6003164,null,null,3.6653936,3.6474943,3.6777492,null,3.6120791,null,null],[null,null,null,null,null,6.2665821,6.2807057,null,6.3000735,null,null,null,6.2578694,6.3171749,null,6.253559,null,6.2552409,6.3160511,6.3002339,6.2531346,6.2536327,null,null,null,6.2826312,6.2601621,null,null,6.3354801,6.2927025,6.3489861,null,6.2751456,null,null],[null,null,null,null,null,3.7165957,3.7301309,null,3.7553989,null,null,null,3.7084706,3.7732091,null,3.7056484,null,3.7061294,3.7645868,3.7555664,3.7051035,3.7057402,null,null,null,3.7371206,3.713147,null,null,3.7921989,3.7417664,null,null,3.729217,null,null],[null,null,null,null,null,6.3714972,6.3888619,null,6.3842458,null,null,null,6.3598327,6.3992475,null,6.3489861,null,6.3558477,6.4298484,6.3843848,6.3490501,6.3489873,null,null,null,6.369424,6.3521431,null,null,null,6.4030251,null,null,6.3633144,null,null],[null,null,null,null,null,3.8115259,3.8278747,null,3.8322772,null,null,null,3.8008369,3.8482551,null,3.7923319,null,3.7973169,null,3.8324261,3.7922119,3.7923606,null,null,null,3.8162843,3.796831,null,null,null,3.8413899,null,null,3.8095801,null,null],[null,null,null,null,null,6.445399,6.4603199,null,6.4758651,null,null,null,6.4360297,null,null,6.4305167,null,6.4331226,null,6.4760246,6.4301697,6.4305792,null,null,null,6.4585834,6.4366347,null,null,null,6.4728926,null,null,6.4512103,null,null],[null,null,null,null,null,6.4965042,6.5133276,null,6.5149495,null,null,null,6.4854074,null,null,6.4760881,null,6.4817082,null,null,6.4760246,6.4761084,null,null,null,6.4991699,6.4802102,null,null,null,6.527175,null,null,6.4925876,null,null],[null,null,null,null,null,3.8736335,3.8920778,null,3.8810507,null,null,null,3.8610386,null,null,3.8483228,null,3.8566436,null,null,3.848517,3.8483047,null,null,null,3.8667341,3.8506072,null,null,null,null,null,null,3.8609111,null,null],[null,null,null,null,null,6.543072,null,null,6.5735418,null,null,null,6.5335278,null,null,6.5278225,null,6.5305582,null,null,6.5274801,6.5278844,null,null,null,6.5560877,6.5339546,null,null,null,null,null,null,6.5486458,null,null],[null,null,null,null,null,3.9127069,null,null,null,null,null,null,3.9015352,null,null,3.8921402,null,3.8978098,null,null,3.8920778,3.8921604,null,null,null,3.9153316,3.8962759,null,null,null,null,null,null,3.9087146,null,null],[null,null,null,null,null,6.5936565,null,null,null,null,null,null,6.5826293,null,null,6.5736436,null,6.5789785,null,null,6.5735462,6.5736691,null,null,null,null,6.5780481,null,null,null,null,null,null,6.5908298,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,3.9270861,null,null,3.9153406,null,3.92287,null,null,3.9154526,3.9153349,null,null,null,null,3.9182518,null,null,null,null,null,null,3.9293487,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,3.9429374,null,null,3.9294679,null,3.9383601,null,null,3.9297072,3.9294433,null,null,null,null,3.9314877,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.5940402,null,6.5978067,null,null,6.5937904,6.5940884,null,null,null,null,6.5995477,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.5997674,null,6.6043578,null,null,6.5995938,6.5998043,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.9429507,null,null,null,null,3.9430737,3.9429434,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,6.6047163,null,null,null,null,null,6.6047631,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.9430824,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_Dopt_pc.json b/tests/fixtures/r/fsm_heavy_Dopt_pc.json new file mode 100644 index 0000000..3227d50 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_Dopt_pc.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt pc"},"z":[2,1,2,2,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,1,2,1,1,2,1,1,1],"selected":[1,2,23,3,15,5,19,29,11,31,35,14,18,8,24,6,28,27,10,9,25,13,33,34,21,4,32,30,12,20,22,16,36,7,26,17],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,2.4721238,0.0212568,2.7181525,0.2857022,0.0028034,0.6670279,0.2535229,0.4583327,1.9683543,0.0077581,0.109295,0.8230283,2.0032751,0.0569136,0.0081063,0.3766372,1.8579967,0.0739323,0.1632602,0.0017874,7.1137701,0.6217825,0.1095532,0.0057768,0.137148,0.1956415,0.8756374,0.0762739,1.0062241,0.0079439,0.0316685,0.1674227,0.4008649,0.0500052],[null,null,3.6721124,0.2398784,1.7022559,0.771741,0.0846985,0.223484,0.025451,0.1109063,1.1214889,0.1866732,0.4550511,0.3172306,3.0953047,0.0111115,0.0644866,0.9171596,2.9140548,0.0051943,0.0036094,0.1491929,null,0.1976292,0.4555778,0.0718088,0.5102412,0.6182529,1.6377134,0.0045968,0.4344529,0.1875802,0.2724142,0.0042506,0.954755,0.0144862],[null,null,null,10.0318556,7.2461536,11.7668023,9.3004742,7.4699691,8.0324629,7.6885663,7.1201915,9.8086035,10.8064328,7.3561626,17.1894313,8.7125195,9.1756518,12.1696895,16.8097808,8.6166491,8.2657994,9.6377604,null,7.5098772,10.8081648,9.2224381,10.9848833,11.3188474,13.9802942,8.6045782,7.2593887,9.8125792,10.1601036,8.2531472,12.2710946,8.7564643],[null,null,null,3.9645989,10.4993911,3.6805712,4.2654896,6.401998,5.3376988,5.8949176,9.0972592,4.0411272,3.7793231,6.7582018,null,4.6416362,4.3333014,3.6721127,4.4199589,4.7189299,5.0544636,4.1081792,null,6.2955089,3.7790282,4.3072183,3.7513807,3.7114877,3.8100093,4.7290488,7.1595213,4.039658,3.9258118,5.0683963,3.6725926,4.6079448],[null,null,null,10.6220139,null,11.1820818,10.5107899,11.1860679,10.6974701,10.9317557,12.8916162,10.5775041,10.8317542,11.3820296,null,10.5139284,10.5031539,11.3517754,13.8888222,10.525442,10.6038834,10.5492947,null,11.130048,10.8323055,10.5055572,10.8902374,11.0082347,12.2356516,10.5271585,11.6165116,10.5782234,10.65115,10.6079755,11.396285,10.5098491],[null,null,null,17.6649892,null,18.5482473,17.3885227,17.4287754,17.2005888,17.2906271,18.6468848,17.5724916,18.0283793,17.5494995,null,17.2373314,17.3500505,18.7837876,null,17.2211255,17.1896931,17.5062008,null,17.3961902,18.0292551,17.3641185,18.1199012,18.2977442,19.9354249,17.2192899,17.7042485,17.5740825,17.7208636,17.1895295,18.844453,17.2456797],[null,null,null,13.9017487,null,14.0317014,14.0221117,15.6608908,14.7630685,15.2216083,18.1851601,13.9236797,13.903237,15.9787381,null,14.2486778,14.0585672,14.117469,null,14.3010517,14.5436409,13.9486696,null,15.5672409,13.9033558,14.0442593,13.9178329,13.9571376,null,14.3080202,16.3441758,13.9231863,13.8941536,14.5541609,14.1415788,14.2263514],[null,null,null,20.0162859,null,20.5376776,19.9365118,20.8061658,20.2237463,20.5075777,null,19.9800954,20.2038706,21.0328873,null,19.9761578,19.9356194,20.703197,null,19.9949586,20.1044716,19.9589621,null,20.7408994,20.2043823,19.9354393,20.258482,20.3702701,null,19.9976249,21.3017546,19.9806577,20.0410755,20.1098374,20.7468741,19.9688835],[null,null,null,21.5814108,null,22.3640003,21.3758736,21.8112307,21.3974998,21.5862751,null,21.5081551,21.8906609,21.9916505,null,21.3028183,21.3520955,22.5852066,null,21.3018633,21.3345266,21.4579242,null,21.7606092,21.8914344,21.3605511,21.9720283,22.132818,null,21.3020087,null,21.5093866,21.6270456,21.3369627,22.6426744,21.3044495],[null,null,null,18.2794465,null,18.8394611,18.1877087,19.0603956,18.4673245,18.7554401,null,18.239239,18.4828809,19.2926301,null,18.2209375,18.1851668,19.0153199,null,18.2390723,18.3474036,18.2152341,null,18.9936351,18.4834309,18.1855892,18.5414953,18.6610703,null,18.2416639,null,18.2398703,18.3066671,18.3527704,null,18.2140098],[null,null,null,19.5320433,null,20.289123,19.3451086,19.8869616,19.4228388,19.638373,null,19.4638023,19.8273712,null,null,19.2928247,19.3252184,20.5068965,null,19.295948,19.3458186,19.4177767,null,19.8314228,19.8281187,19.3321879,19.9061699,20.0626894,null,19.2966237,null,19.4649399,19.5750216,19.3489546,null,19.2926617],[null,null,null,22.7586775,null,23.36439,22.6491347,23.4884038,22.9023166,23.1854094,null,22.7129117,22.982043,null,null,22.6691316,22.6436867,null,null,22.6852375,22.7865678,22.6847217,null,23.4218892,22.9826386,22.645193,23.0453679,23.1738586,null,22.6875768,null,22.7136411,22.7891328,22.7916969,null,22.663148],[null,null,null,20.6193349,null,21.2286125,20.512139,null,20.78109,21.0741216,null,20.5739599,20.8430494,null,null,20.536876,20.5074413,null,null,20.5540939,20.6606132,20.5462494,null,21.3181257,20.8436483,20.5086522,20.9067681,21.0362591,null,20.5565814,null,20.5746801,20.6496755,20.6659685,null,20.5304196],[null,null,null,23.715799,null,24.4706436,23.5341768,null,23.6343992,23.8624608,null,23.6488101,24.0087185,null,null,23.4894026,23.5155904,null,null,23.4941355,23.551167,23.6039474,null,null,24.0094635,23.5220551,24.0873179,24.2437638,null,23.4950232,null,23.6499228,23.7581828,23.5546054,null,23.4885438],[null,null,null,24.5972124,null,null,24.4788834,null,24.7307216,25.0201712,null,24.5483783,24.8332479,null,null,24.4952043,24.4723512,null,null,24.5111134,24.6130522,24.5180543,null,null,24.8338749,24.4742471,24.8998638,25.034826,null,24.5134377,null,24.5491596,24.6295609,24.6182496,null,24.4893548],[null,null,null,21.5219278,null,null,21.3528903,null,21.4897694,21.7349534,null,21.4583675,21.8051143,null,null,21.3218515,21.3368953,null,null,21.3292542,21.3974757,21.4163573,null,null,21.8058408,21.3423708,21.8818688,null,null,21.3304885,null,21.4594163,21.5624815,21.4013671,null,21.3198157],[null,null,null,22.0189998,null,null,21.8926161,null,22.132695,22.4200226,null,21.9676456,22.2641001,null,null,21.9029997,21.8847752,null,null,21.9180046,22.0168454,21.9354272,null,null,22.2647477,21.8871589,null,null,null,21.9202166,null,21.9684714,22.0528166,22.0219383,null,21.8975716],[null,null,null,25.1099041,null,null,25.0348802,null,25.3913946,null,null,25.0734652,25.3072477,null,null,25.0932318,25.0366236,null,null,25.1168523,25.2498434,25.0530831,null,null,25.3077945,25.0353818,null,null,null,25.1201683,null,25.0740201,25.1354102,25.2562591,null,25.0839409],[null,null,null,22.6188549,null,null,22.4516782,null,null,null,null,22.5555061,22.9031751,null,null,22.4252598,22.4363838,null,null,22.4337874,22.5073511,22.5138554,null,null,22.9039069,22.4415811,null,null,null,22.4351723,null,22.5565486,22.6594076,22.5114778,null,22.4227489],[null,null,null,25.5038868,null,null,25.3959391,null,null,null,null,25.4577385,25.7331331,null,null,25.4248383,25.3916975,null,null,25.4433016,25.5562482,25.4297376,null,null,null,25.3927138,null,null,null,25.4459597,null,25.4584687,25.5348554,25.5619002,null,25.4178728],[null,null,null,23.0515621,null,null,22.9171684,null,null,null,null,22.9976104,null,null,null,22.9224492,22.9081243,null,null,22.9367809,23.0336823,22.9634888,null,null,null,22.9109524,null,null,null,22.938912,null,22.9984814,23.0869225,23.0387235,null,22.917347],[null,null,null,25.8134645,null,null,25.7333384,null,null,null,null,25.7752726,null,null,null,25.7893028,25.7344211,null,null,25.8127379,25.945723,25.7536573,null,null,null,25.7334185,null,null,null,25.8160355,null,25.7758573,null,25.9521619,null,25.7801191],[null,null,null,26.056849,null,null,25.9550257,null,null,null,null,26.0122516,null,null,null,25.9916405,25.9521716,null,null,26.0116937,26.1315544,25.9856141,null,null,null,25.952654,null,null,null,26.0145601,null,26.012952,null,null,null,25.9839823],[null,null,null,23.2093006,null,null,23.0932883,null,null,null,null,23.1605826,null,null,null,23.1166512,23.0877865,null,null,23.1343243,null,23.1306751,null,null,null,23.0892705,null,null,null,23.1368856,null,23.1613578,null,null,null,23.1100602],[null,null,null,null,null,null,26.1390109,null,null,null,null,26.2091379,null,null,null,26.1593117,26.1328367,null,null,26.176515,null,26.1782624,null,null,null,26.1345714,null,null,null,26.1790179,null,26.2099357,null,null,null,26.1529392],[null,null,null,null,null,null,23.2121132,null,null,null,null,23.2694339,null,null,null,23.2492695,23.2093068,null,null,23.2695003,null,23.2427176,null,null,null,23.2097676,null,null,null,23.2723911,null,null,null,null,null,23.2415397],[null,null,null,null,null,null,26.214361,null,null,null,null,26.2771217,null,null,null,26.2449349,26.210187,null,null,26.2640529,null,26.2485971,null,null,null,26.2111621,null,null,null,null,null,null,null,null,null,26.2377109],[null,null,null,null,null,null,23.2774544,null,null,null,null,null,null,null,null,23.305678,23.2728107,null,null,23.3243739,null,23.3128962,null,null,null,23.2739635,null,null,null,null,null,null,null,null,null,23.2986432],[null,null,null,null,null,null,23.3318646,null,null,null,null,null,null,null,null,23.3524704,23.3256529,null,null,null,null,23.3714373,null,null,null,23.3273961,null,null,null,null,null,null,null,null,null,23.3460278],[null,null,null,null,null,null,26.2795573,null,null,null,null,null,null,null,null,26.3190715,26.2771237,null,null,null,null,null,null,null,null,26.2774377,null,null,null,null,null,null,null,null,null,26.3111062],[null,null,null,null,null,null,26.3229497,null,null,null,null,null,null,null,null,null,26.3192012,null,null,null,null,null,null,null,null,26.3200103,null,null,null,null,null,null,null,null,null,26.3486156],[null,null,null,null,null,null,23.3767858,null,null,null,null,null,null,null,null,null,23.3719323,null,null,null,null,null,null,null,null,23.3731593,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,26.3490795,null,null,null,null,null,null,null,null,26.350282,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,23.377109,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_constant.json b/tests/fixtures/r/fsm_heavy_constant.json new file mode 100644 index 0000000..2d50076 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_constant.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"constant"},"z":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],"criteria":[[10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10]]} diff --git a/tests/fixtures/r/fsm_heavy_k3.json b/tests/fixtures/r/fsm_heavy_k3.json new file mode 100644 index 0000000..4d4b348 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_k3.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[1,2,3,1,3,2,1,2,3,3,1,2,2,1,3,3,1,2,1,2,3,3,1,2,2,3,1,2,1,3,2,3,1,2,1,3],"args":{"s_function":"Dopt"},"z":[3,2,3,3,1,1,3,1,2,3,1,2,3,3,2,2,1,2,1,1,1,2,2,2,1,3,2,2,1,3,3,1,3,2,3,1],"selected":[8,23,3,5,4,15,19,12,10,33,11,34,28,29,14,30,36,18,25,2,31,35,17,27,24,1,6,16,32,7,9,13,20,22,21,26],"criteria":[[2231.4079984,2146.1203025,9995.7809575,5466.3098521,7446.3086759,1860.4259065,1303.7894951,20768.4049549,1485.735731,4248.6677552,6008.0868176,5023.5422603,1372.5889109,2788.7578589,6606.7981996,1532.3706282,1996.1170665,2612.5225947,5931.2957013,1261.4280279,1145.565002,1100.66049,17180.3282643,2011.4169929,1892.3731541,1091.2483318,2171.6079257,3091.7217475,2970.5964696,2534.2673587,2260.0159717,1361.3217616,3177.7938254,4931.5623942,2310.794115,2682.2665003],[2231.4079984,2146.1203025,9995.7809575,5466.3098521,7446.3086759,1860.4259065,1303.7894951,null,1485.735731,4248.6677552,6008.0868176,5023.5422603,1372.5889109,2788.7578589,6606.7981996,1532.3706282,1996.1170665,2612.5225947,5931.2957013,1261.4280279,1145.565002,1100.66049,17180.3282643,2011.4169929,1892.3731541,1091.2483318,2171.6079257,3091.7217475,2970.5964696,2534.2673587,2260.0159717,1361.3217616,3177.7938254,4931.5623942,2310.794115,2682.2665003],[2231.4079984,2146.1203025,9995.7809575,5466.3098521,7446.3086759,1860.4259065,1303.7894951,null,1485.735731,4248.6677552,6008.0868176,5023.5422603,1372.5889109,2788.7578589,6606.7981996,1532.3706282,1996.1170665,2612.5225947,5931.2957013,1261.4280279,1145.565002,1100.66049,null,2011.4169929,1892.3731541,1091.2483318,2171.6079257,3091.7217475,2970.5964696,2534.2673587,2260.0159717,1361.3217616,3177.7938254,4931.5623942,2310.794115,2682.2665003],[1982.236866,1524.2055614,null,1944.3987361,7361.6056572,1779.9421179,770.1759297,null,1478.8406739,3786.3986807,5942.0439534,3782.1603116,1248.8527631,2725.6319806,6485.2008494,1130.6339952,1925.7697782,1912.261025,5928.5215985,1260.4312375,1115.6295631,1098.4114816,null,1371.7338634,1876.2894216,1089.842369,1725.4857344,1956.2465799,2590.5957519,1868.0866112,1768.2195021,1352.1719327,2161.4329554,3539.6577913,1905.2153946,2672.570454],[2077.1141411,2118.1903649,null,5432.7498931,null,547.4914974,1186.4314882,null,1441.1940603,3184.7759747,3179.4785676,4641.9729201,729.1818379,1896.0957769,367.4472657,1498.4296991,940.8448913,2275.654318,239.3439951,1250.0709738,1137.3295131,767.1962512,null,2007.2680561,1882.8132571,1064.5168423,2131.1369442,2105.2211925,1959.3174294,2306.6794965,2097.5037906,1347.2425195,3175.1997797,3758.3010049,1679.3081851,2220.7332981],[2223.8775115,2141.9668879,null,null,null,1857.3957648,1288.545009,null,1281.014473,1243.7883642,5629.4107778,4492.2894834,1370.9963977,2619.1464763,6528.4659248,1531.3246971,1289.0726274,2057.3062015,5863.7351157,1235.5921685,865.7998265,1033.5192364,null,917.5435789,1490.2478124,1084.0606632,1722.5562024,3077.8254305,2462.1480005,1922.6847204,1282.3623194,1320.1799578,3028.8323936,4552.0525112,2140.404122,2498.4105713],[1823.554093,1369.7298377,null,null,null,1776.5551603,730.6797189,null,1033.7062633,942.8167259,5082.4350658,3714.3632111,1242.4302033,2346.8951701,null,1121.5076884,1095.1287887,1491.1541381,5901.3710404,1124.5290366,649.8606516,920.2679938,null,223.4065548,1711.366954,1010.5083137,1443.3383621,1760.1622046,2421.231858,751.4871381,647.7887022,1351.0003143,2161.248241,3297.3593893,1892.2009307,2644.8623035],[2098.3429027,2122.9015221,null,null,null,320.6964697,1010.3713278,null,1259.9022885,118.6019396,3115.9021424,4130.328507,522.8362251,1991.4641874,null,1530.8441623,166.9378893,1364.1673209,null,1235.5352588,835.167663,624.0867855,null,875.1276346,1423.3879628,1018.4116903,1528.6235737,2302.2362954,1423.3543094,1779.9583337,1219.7865774,1274.2425473,3023.9247558,4045.3036097,1510.911194,2247.0168863],[2072.6025222,2075.4526995,null,null,null,227.9193511,367.8915105,null,1412.162886,3179.9970834,3165.4958471,null,308.1106957,1612.9321076,null,549.4613682,933.1842079,256.2376198,null,1088.95579,1052.6013824,687.3575868,null,1758.4004224,1119.1897324,892.0170077,453.0803916,1811.4489279,1900.5890506,1890.2489183,1839.9319042,1124.8342267,3163.0827506,496.735276,1671.025762,1528.3604365],[2061.8720455,2074.0719202,null,null,null,218.5881869,177.1478109,null,1131.371366,null,2641.6775563,null,284.531943,1202.6358676,null,453.9195799,152.300451,161.559996,null,998.7044904,631.1272874,569.1758743,null,114.0507645,973.9809705,844.901785,383.1815975,1795.5150722,1374.2933121,1575.8782343,311.1928484,1120.0739694,2933.8027519,497.1239683,1464.6723318,1504.1073494],[1781.2583759,1264.8579897,null,null,null,232.6800351,513.6021903,null,1027.2256278,null,2909.1396093,null,399.0305983,1759.1851256,null,1121.4523525,31.8166775,875.1224795,null,1122.1976544,613.6571045,461.1013773,null,213.3267253,1603.8344924,914.5682394,1264.266662,563.1419528,994.8770908,466.6623458,539.7987997,1260.1533567,null,2672.6855507,964.1700729,2466.5267861],[57.0760944,30.9405968,null,null,null,127.7225808,872.5329666,null,179.7551696,null,null,null,271.5425227,875.1062541,null,1138.1506829,40.9223208,1238.2106179,null,287.7381967,255.333354,90.4826746,null,799.2899386,493.5684074,217.3454183,1195.8788849,453.8184167,27.6390404,196.1922587,971.4217374,190.6398309,null,3639.4364873,29.435944,807.7021002],[0.4851073,0.618458,null,null,null,0.3963067,0.3801434,null,0.3081009,null,null,null,0.3339612,0.4353127,null,0.3812536,0.3350561,0.5806732,null,0.2856968,0.2537952,0.2832514,null,0.37481,0.3479042,0.2756383,0.4677433,0.9375333,0.6476428,0.6787719,0.3899357,0.3159602,null,null,0.5891598,0.4215736],[0.780131,0.7431202,null,null,null,0.5520401,0.4091587,null,0.4646137,null,null,null,0.5117906,0.6392618,null,0.5744421,0.3633763,0.914065,null,0.5474575,0.3566139,0.4330756,null,0.2583193,1.0316539,0.5379539,0.9371539,null,1.1660013,0.4740267,0.301287,0.7402272,null,null,0.9419716,1.1231577],[0.8285943,0.7508551,null,null,null,0.2736274,0.3254952,null,0.6551087,null,null,null,0.2633478,0.9664117,null,0.4442103,0.3886338,0.5152493,null,0.504132,0.492989,0.3231255,null,0.7408698,0.5024882,0.4036677,0.4736691,null,null,0.8504277,0.9124266,0.4537063,null,null,0.5913394,0.7248788],[0.5055867,0.5447525,null,null,null,0.2602897,0.2361267,null,0.3568059,null,null,null,0.2254444,null,null,0.2764053,0.3104675,0.5045765,null,0.2848831,0.2769996,0.2221695,null,0.4926401,0.4168958,0.2502772,0.4257107,null,null,0.6109309,0.5407592,0.3168076,null,null,0.54298,0.4628578],[0.4642169,0.3929255,null,null,null,0.2961145,0.2351527,null,0.2962498,null,null,null,0.2633465,null,null,0.3452832,0.3024953,0.4811812,null,0.3143169,0.2282498,0.2354422,null,0.2378468,0.5366458,0.2865649,0.5047287,null,null,null,0.2705736,0.3805208,null,null,0.4395375,0.6938142],[0.3456057,0.3531521,null,null,null,0.3447402,0.3799462,null,0.2463588,null,null,null,0.3025113,null,null,0.3812286,0.2827055,0.5806085,null,0.2389414,0.2193636,0.2132392,null,0.3741196,0.3096127,0.2204887,0.4673394,null,null,null,0.3890621,0.240343,null,null,0.329097,null],[0.2961578,0.281009,null,null,null,0.2708938,0.1786992,null,0.2095442,null,null,null,0.2196859,null,null,0.2181994,0.3024572,null,null,0.2058043,0.1792946,0.1957689,null,0.2273651,0.337889,0.1964968,0.3319643,null,null,null,0.2334229,0.2452694,null,null,0.3376648,null],[0.3410059,0.3523374,null,null,null,0.2515209,0.253266,null,0.2287676,null,null,null,0.2090014,null,null,0.2730993,0.2341344,null,null,0.20433,0.1823867,0.1705663,null,0.2948218,null,0.17892,0.303297,null,null,null,0.3276128,0.201052,null,null,0.313397,null],[0.3701136,null,null,null,null,0.2474313,0.2300347,null,0.256383,null,null,null,0.2118131,null,null,0.2656818,0.2556883,null,null,0.2216054,0.2103453,0.1698357,null,0.4562426,null,0.1981246,0.4257102,null,null,null,0.4895966,0.2671052,null,null,0.4644284,null],[0.3538682,null,null,null,null,0.2465765,0.1989749,null,0.2101997,null,null,null,0.2069279,null,null,0.2304275,0.2145965,null,null,0.195347,0.1602046,0.1558593,null,0.3139712,null,0.1828283,0.424243,null,null,null,null,0.2631102,null,null,0.4569917,null],[0.2439126,null,null,null,null,0.2415432,0.1496065,null,0.1823393,null,null,null,0.1867405,null,null,0.1724987,0.2990865,null,null,0.1669605,0.1602724,0.1711629,null,0.2239596,null,0.1579353,0.2523579,null,null,null,null,0.1882756,null,null,null,null],[0.2651,null,null,null,null,0.2436505,0.2513598,null,0.1893352,null,null,null,0.2008872,null,null,0.2667529,null,null,null,0.1732004,0.1614758,0.1486013,null,0.2932274,null,0.1514777,0.2995207,null,null,null,null,0.1648595,null,null,null,null],[0.2571928,null,null,null,null,0.215325,0.2006056,null,0.1756472,null,null,null,0.1681191,null,null,0.2138494,null,null,null,0.1521424,0.1420444,0.1313713,null,0.257846,null,0.1302167,null,null,null,null,null,0.1435873,null,null,null,null],[0.2900984,null,null,null,null,0.2050742,0.1891843,null,0.1907847,null,null,null,0.1725289,null,null,0.2141031,null,null,null,0.1644506,0.150483,0.1268227,null,null,null,0.1455167,null,null,null,null,null,0.1962522,null,null,null,null],[null,null,null,null,null,0.2041448,0.1330972,null,0.1693163,null,null,null,0.1606721,null,null,0.1681828,null,null,null,0.1576048,0.1387195,0.142215,null,null,null,0.1446051,null,null,null,null,null,0.1807191,null,null,null,null],[null,null,null,null,null,null,0.1681872,null,0.1607712,null,null,null,0.1533254,null,null,0.1821019,null,null,null,0.1377163,0.1214088,0.119909,null,null,null,0.1179935,null,null,null,null,null,0.1360465,null,null,null,null],[null,null,null,null,null,null,0.118067,null,0.1632056,null,null,null,0.1347593,null,null,null,null,null,null,0.1490245,0.1293939,0.1230115,null,null,null,0.1316709,null,null,null,null,null,0.1666766,null,null,null,null],[null,null,null,null,null,null,0.1851288,null,0.1561186,null,null,null,0.1677134,null,null,null,null,null,null,0.1343021,0.1331033,0.1143392,null,null,null,0.1222699,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,0.1485344,null,null,null,0.1439609,null,null,null,null,null,null,0.1236915,0.1090648,0.1131791,null,null,null,0.1067263,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,0.1470607,null,null,null,null,null,null,0.1242178,0.122671,0.103668,null,null,null,0.1111316,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1299675,0.1180645,0.111297,null,null,null,0.1140313,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0971281,0.1061948,null,null,null,0.0955103,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1068693,null,null,null,null,0.1015743,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1025786,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_marginal_var_sum.json b/tests/fixtures/r/fsm_heavy_marginal_var_sum.json new file mode 100644 index 0000000..4df4519 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_marginal_var_sum.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"marginal var sum"},"z":[2,1,1,2,1,2,1,1,1,1,1,2,1,2,2,2,2,1,2,1,2,2,2,2,2,1,1,2,1,1,2,2,1,2,1,1],"selected":[1,2,8,23,3,15,19,11,12,5,29,4,34,33,28,18,10,14,31,35,6,30,24,36,27,25,9,17,13,32,16,7,20,21,26,22],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,5.119198,3.8924918,3.5789555,1.3076075,1.2839527,15.2622886,0.4415343,2.6576297,2.3028725,0.4899186,1.0357021,1.2503457,4.2127915,1.0484514,1.1707348,2.0345384,3.4860481,0.3786983,0.6229926,0.5015483,9.7450905,1.9094875,0.6549899,0.3631892,1.3974954,0.3330446,0.968253,0.2254756,1.9118936,0.2781092,0.1258335,2.3287461,0.4636236,0.6096117],[null,null,6.71319,3.519538,2.9754653,1.8016356,1.2073057,null,0.167564,2.5410583,1.2467705,0.5349286,1.328721,0.5241031,5.4662779,0.7546174,1.3746639,2.2845531,4.7408183,0.2099342,0.4321569,0.6660056,8.5726917,1.4318921,0.7785763,0.3557146,1.4648814,1.0014308,1.7580422,0.393603,1.2234092,0.3507763,0.3587817,1.5884342,1.0686897,0.2750031],[null,null,11.774296,7.995023,11.003964,8.9208418,8.1252842,null,9.0928782,8.6507411,10.8187734,11.4149213,8.6532933,9.1089975,10.6092899,8.2592379,8.6611566,8.6056408,10.6937292,8.8920349,8.6714669,8.8285721,null,8.2230014,9.0635474,8.8530141,8.5320805,10.7963133,10.5735061,10.160324,8.4870121,9.1239873,10.8124606,8.3449876,10.2303485,9.1404036],[null,null,null,8.3325205,4.377287,7.2774219,6.1974631,null,5.2194029,5.1559916,5.3189048,7.3548999,6.8032004,5.1379762,10.4310358,5.9768473,5.7533114,8.1201446,10.0070465,5.6274311,5.2834766,6.0117305,null,4.9843771,7.1053824,5.9113631,7.4206478,7.0202019,8.464011,5.4497487,4.8131761,6.3369438,6.9127435,6.8058445,7.539946,6.2548125],[null,null,null,8.5854526,7.6995158,7.6066356,7.3414241,null,7.2390841,7.0976188,8.3324134,8.5133324,7.4624807,7.5638145,null,7.4181051,7.0690125,8.1105727,8.8000927,7.2946278,7.1169053,7.2199709,null,7.1401163,7.7957371,7.2963585,7.8829584,7.7706163,8.3001917,7.2727287,7.2762018,7.4885764,8.0247642,8.180017,7.9167109,7.759126],[null,null,null,8.3032752,10.6991845,8.1187564,8.0759173,null,8.9406134,8.5294678,10.9466632,10.3094869,8.107171,9.3875549,null,8.3679454,8.2039841,8.1281595,null,8.6952982,8.5643432,8.3437803,null,8.536702,8.5479868,8.5168496,8.2322236,9.2886621,9.0229867,9.2969258,8.9219484,8.633982,9.6965121,8.8655218,8.9390834,9.0285896],[null,null,null,7.6962976,7.7334601,6.8033335,6.8094514,null,6.9419532,6.8298362,null,7.7962572,6.7690504,7.355137,null,6.9565619,6.607652,7.1681367,null,6.8934255,6.7891982,6.6999139,null,6.9241362,7.0625308,6.8154627,7.09249,7.0289952,7.251243,6.8984873,7.1280642,6.9149493,7.3536099,7.6286378,7.0623549,7.2586795],[null,null,null,8.6027426,9.6808746,8.4486631,8.2222529,null,8.5257775,8.5559771,null,null,8.3414985,8.7230985,null,8.2919142,8.3429309,8.4895143,null,8.4289307,8.3609087,8.3539463,null,8.379917,8.5127689,8.3845038,8.4071006,9.0393433,9.0438773,8.8336573,8.5280382,8.4797223,9.1195223,8.6000436,8.8611414,8.6139768],[null,null,null,8.332828,null,8.0768112,7.8215979,null,7.9047404,7.89519,null,null,7.9591446,8.0357625,null,7.8492788,7.829876,8.2166282,null,7.8905019,7.8029908,7.8756213,null,7.782325,8.1166748,7.8910227,8.087484,8.418251,8.5952006,8.1111965,7.8645078,8.0026012,8.4768057,8.1634201,8.3729198,8.0942333],[null,null,null,7.1456894,null,6.3977165,6.393093,null,6.3908639,6.5762227,null,null,6.3475469,6.7042742,null,6.4486301,6.2844105,6.6639364,null,6.3516006,6.3226084,6.258453,null,6.5357672,6.4654641,6.3055339,6.5549497,6.4398159,null,6.3588367,6.6504542,6.3503323,6.5906048,6.9484565,6.4595075,6.572401],[null,null,null,null,null,6.0455362,6.0036878,null,6.0900228,6.2451598,null,null,5.994927,6.3213495,null,6.0499557,5.9916627,6.1863634,null,6.0325298,6.012953,5.9597607,null,6.1613692,6.0849662,5.9904598,6.1100695,6.2148092,null,6.1504548,6.2634984,6.0274792,6.3089844,6.3947861,6.1655439,6.1844953],[null,null,null,null,null,7.3303327,7.1959002,null,7.2756697,7.3634615,null,null,7.252659,7.4424296,null,7.2270831,7.203272,7.4514995,null,7.2390993,7.1951997,7.2007875,null,7.262733,7.3575698,7.2192349,7.3567897,7.564519,null,7.4020498,7.3462334,7.2835662,7.6272403,null,7.5147098,7.3949207],[null,null,null,null,null,5.5832423,5.502342,null,5.579906,5.7611766,null,null,5.5226998,5.7417191,null,5.5214622,5.5410146,5.6602371,null,5.5278527,5.5191394,5.4937949,null,5.6363589,5.5714454,5.5015334,5.5827624,5.7632484,null,5.6852931,5.7079613,5.5325995,null,null,5.6945181,5.6285089],[null,null,null,null,null,6.6763637,6.5795838,null,6.6043358,6.7778619,null,null,6.6084108,6.7591991,null,6.5900924,6.5880995,6.7877311,null,6.5720361,6.5548525,6.5509557,null,6.6648061,6.6612225,6.5562803,6.6923302,null,null,6.6903948,6.7245487,6.5960618,null,null,6.7694521,6.6881928],[null,null,null,null,null,6.0327191,5.9618263,null,6.0217927,6.1808229,null,null,5.9788777,6.167477,null,5.9785952,5.9884828,null,null,5.9785791,5.9694679,5.9485427,null,6.0745113,6.0239699,5.9560983,6.0383712,null,null,6.1085749,6.1372815,5.9847459,null,null,6.1270358,6.0720745],[null,null,null,null,null,5.1234026,5.0804667,null,5.1280982,null,null,null,5.0765396,5.293315,null,5.0983673,5.0963412,null,null,5.0818384,5.0812149,5.0450013,null,5.2156881,5.1131597,5.0545884,5.1425825,null,null,5.1886092,5.2805277,5.0744418,null,null,5.1869221,5.1743932],[null,null,null,null,null,4.8079036,4.7406302,null,4.7573687,null,null,null,4.7542381,null,null,4.741756,4.7639257,null,null,4.7245793,4.7244826,4.7124239,null,4.8371722,4.7736619,4.7103486,4.8055494,null,null,4.8270544,4.8807799,4.7314205,null,null,4.8573786,4.799352],[null,null,null,null,null,5.5885663,5.5158821,null,5.5713599,null,null,null,5.5395596,null,null,5.5377127,5.5234403,null,null,5.5392616,5.5183495,5.5077953,null,5.5904905,5.6014142,5.520586,5.608657,null,null,5.6474224,null,5.5563474,null,null,5.6955971,5.6407447],[null,null,null,null,null,4.5067364,4.4243564,null,4.4306107,null,null,null,4.4511581,null,null,4.4202797,4.447066,null,null,4.407399,4.402144,4.4059922,null,4.4884017,4.4705043,4.4005552,4.4972736,null,null,4.5055958,null,4.4258205,null,null,null,4.4766864],[null,null,null,null,null,null,5.1505107,null,5.1972287,null,null,null,5.1577312,null,null,5.1705425,5.1558763,null,null,5.1637345,5.1523934,5.1309197,null,5.2394564,5.2052238,5.1429403,5.2201574,null,null,5.2526398,null,5.1680279,null,null,null,5.2515046],[null,null,null,null,null,null,4.121642,null,4.1424852,null,null,null,4.1380276,null,null,4.1249925,4.1408004,null,null,4.1158841,4.1115916,4.1045458,null,4.1950563,4.161173,4.1043508,4.1820231,null,null,null,null,4.1253928,null,null,null,4.1818603],[null,null,null,null,null,null,4.8073025,null,4.8309973,null,null,null,4.811197,null,null,4.8220958,4.8033839,null,null,4.8047879,4.7954307,4.7781818,null,null,4.8509308,4.787864,4.8746182,null,null,null,null,4.8102831,null,null,null,4.8871015],[null,null,null,null,null,null,4.5091634,null,4.523689,null,null,null,4.515899,null,null,4.5158627,4.5150529,null,null,4.4996781,4.4954443,4.4833026,null,null,4.541153,4.4867483,4.5657914,null,null,null,null,4.5051541,null,null,null,null],[null,null,null,null,null,null,3.8669194,null,3.8849979,null,null,null,3.8896998,null,null,3.8693304,3.8838646,null,null,3.8636806,3.8555013,3.8561638,null,null,3.9154555,3.8555629,null,null,null,null,null,3.8791291,null,null,null,null],[null,null,null,null,null,null,4.2373157,null,4.2602722,null,null,null,4.2426079,null,null,4.2440548,4.2505967,null,null,4.2340633,4.2325173,4.217727,null,null,null,4.220443,null,null,null,null,null,4.235468,null,null,null,null],[null,null,null,null,null,null,3.633358,null,null,null,null,null,3.6510821,null,null,3.6347327,3.654114,null,null,3.6299006,3.62607,3.6227115,null,null,null,3.621097,null,null,null,null,null,3.639784,null,null,null,null],[null,null,null,null,null,null,3.9794985,null,null,null,null,null,3.9870387,null,null,3.9824436,null,null,null,3.9706944,3.9695152,3.9598601,null,null,null,3.9602269,null,null,null,null,null,3.9747297,null,null,null,null],[null,null,null,null,null,null,3.4106375,null,null,null,null,null,null,null,null,3.4150812,null,null,null,3.4103972,3.4046171,3.4000202,null,null,null,3.4010621,null,null,null,null,null,3.4197167,null,null,null,null],[null,null,null,null,null,null,3.2092765,null,null,null,null,null,null,null,null,3.2122021,null,null,null,3.2064233,3.2030121,3.1975212,null,null,null,3.1975648,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,3.7416978,null,null,null,null,null,null,null,null,null,null,null,null,3.7373847,3.7364587,3.7241342,null,null,null,3.7258881,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.5240258,3.5226417,3.511074,null,null,null,3.5129461,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.0219222,3.0180355,null,null,null,3.016975,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.320167,null,null,null,3.3207374,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.8508536,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_max_average.json b/tests/fixtures/r/fsm_heavy_max_average.json new file mode 100644 index 0000000..4bfafd5 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_max_average.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"max average"},"z":[1,1,2,2,2,2,2,2,1,1,2,2,1,1,1,1,1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,1,1,2,2],"selected":[8,23,10,3,15,24,5,17,4,19,31,7,6,13,18,21,16,22,27,34,26,9,20,14,30,32,25,35,28,29,36,2,1,11,33,12],"criteria":[[-0.5276039,-0.5275563,0.5267803,0.3438421,0.3472694,0.1495197,0.2015956,1.9031948,-0.2047809,0.7636571,-0.5908998,-1.0660008,0.1013898,-0.2429732,0.4429208,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,1.0905049,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,0.5267803,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,0.7636571,-0.5908998,-1.0660008,0.1013898,-0.2429732,0.4429208,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,1.0905049,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,0.5267803,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,0.7636571,-0.5908998,-1.0660008,0.1013898,-0.2429732,0.4429208,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,0.5267803,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,0.4429208,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,0.4429208,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,0.4062164,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,0.3438421,0.3472694,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,0.3438421,null,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,0.3465677,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,0.3438421,null,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,0.2904021,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,0.235969,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,0.1495197,0.2015956,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,0.1495197,null,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,0.1013898,-0.2429732,null,-0.0077285,null,0.0790376,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,-0.0077285,null,0.0790376,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,-0.0077285,null,null,null,-0.2051688,0.0005513,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,-0.0077285,null,null,null,-0.2051688,null,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,-0.008962,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,null,null,null,-0.3214108,-0.1577789,-0.0667693,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,null,null,null,-0.3214108,-0.1577789,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,-0.1333833,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,null,null,null,-0.3214108,-0.1577789,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,-0.2047809,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,-0.2051688,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,-0.2429732,null,null,null,null,null,null,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,-0.2785736,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,null,null,-0.302367,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,-0.3214108,null,null,-0.4385974,-0.4536284,null,null,null,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4385974,-0.4536284,null,null,null,-0.7941987,null,-0.4348126,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4385974,-0.4536284,null,null,null,-0.7941987,null,null,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4536284,null,null,null,-0.7941987,null,null,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7941987,null,null,-0.4662241],[-0.5276039,-0.5275563,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7941987,null,null,null],[-0.5276039,null,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7941987,null,null,null],[null,null,null,null,null,null,null,null,null,null,-0.5908998,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7941987,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.7941987,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,-1.0660008,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_max_pc.json b/tests/fixtures/r/fsm_heavy_max_pc.json new file mode 100644 index 0000000..aebcb17 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_max_pc.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"max pc"},"z":[2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,1,1],"selected":[23,5,11,31,14,8,24,10,9,34,21,1,30,20,16,36,17,26,7,2,22,12,32,4,33,13,25,27,28,6,18,35,29,19,15,3],"criteria":[[0.3404774,-0.1459792,-2.3695456,-0.3521674,2.1856094,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,1.8381349,-0.2705434,-0.6135153,1.1370082,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,3.625962,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,1.2726287,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,2.1856094,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,1.8381349,-0.2705434,-0.6135153,1.1370082,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,1.2726287,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,1.8381349,-0.2705434,-0.6135153,1.1370082,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,1.2726287,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,null,-0.2705434,-0.6135153,1.1370082,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,1.2726287,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,null,-0.2705434,-0.6135153,1.1370082,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,1.0090342,0.5660923,0.8114472,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,0.5660923,0.8114472,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,0.9691733,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,0.5660923,0.8114472,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,0.5660923,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,0.432679,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,0.4254405,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[0.3404774,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,0.2445944,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,0.2385526,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,0.1914036,-0.0186508,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,-0.0186508,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,0.1702649],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,-0.0186508,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,-0.0384916,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,-0.0711011,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,-0.1459792,-2.3695456,-0.3521674,null,-0.9018921,null,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,-0.3521674,null,-0.9018921,null,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,-0.2057695,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,-0.3521674,null,-0.9018921,null,null,null,null,null,-0.2705434,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,-0.3521674,null,-0.9018921,null,null,null,null,null,null,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,-0.2720259,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,-0.3521674,null,-0.9018921,null,null,null,null,null,null,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,null,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,null,-0.3976475,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,-0.6135153,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,null,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,-0.6140672,null,-0.6697119,-0.7715053,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,null,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,null,null,-0.6697119,-0.7715053,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,null,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,null,null,null,-0.7715053,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,-0.9018921,null,null,null,null,null,null,null,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,null,null,null,null,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,-2.1476161,null,null,-1.0138929,-2.0736703,null,null,null,null,null,null,null,null,null,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,-2.1476161,null,null,null,-2.0736703,null,null,null,null,null,null,null,null,null,-1.4693366,null,null,null,null,null,-1.0413728,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,-2.1476161,null,null,null,-2.0736703,null,null,null,null,null,null,null,null,null,-1.4693366,null,null,null,null,null,null,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,-2.1476161,null,null,null,-2.0736703,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,-2.1476161,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.3695456,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_min_average.json b/tests/fixtures/r/fsm_heavy_min_average.json new file mode 100644 index 0000000..81e6580 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_min_average.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"min average"},"z":[2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,1,1,1,1,1,2,2,1,2,1,1,2,1,2,2,2,1,1,1,2,2],"selected":[12,33,11,1,2,36,29,28,35,25,32,30,14,20,9,26,34,27,22,16,21,18,13,6,7,31,19,4,17,5,24,15,3,10,23,8],"criteria":[[0.5276039,0.5275563,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,0.5908998,1.0660008,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,0.7941987,0.1333833,0.4348126,0.4662241],[0.5276039,0.5275563,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,0.5908998,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,0.7941987,0.1333833,0.4348126,0.4662241],[0.5276039,0.5275563,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,0.5908998,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,0.4662241],[0.5276039,0.5275563,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,0.4662241],[null,0.5275563,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,0.4662241],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,0.4662241],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,0.4536284,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,0.4385974,null,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,null,null,0.2785736,-0.235969,0.302367,null,0.1333833,0.4348126,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,0.3214108,0.1577789,0.0667693,null,null,0.2785736,-0.235969,0.302367,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,0.2785736,-0.235969,0.302367,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,0.2785736,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,0.2429732,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,null,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,0.2051688,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,null,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,0.2047809,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,null,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,0.008962,-1.0905049,-0.4062164,null,0.1577789,0.0667693,null,null,null,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,0.008962,-1.0905049,-0.4062164,null,null,0.0667693,null,null,null,-0.235969,null,null,0.1333833,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,0.008962,-1.0905049,-0.4062164,null,null,0.0667693,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,0.008962,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,0.0077285,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,null,-0.3465677,-0.0790376,-0.2904021,null,-0.0005513,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,null,-0.3465677,-0.0790376,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,-0.1013898,null,-0.4429208,null,-0.3465677,null,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,-0.1495197,-0.2015956,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,null,-0.2015956,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,-0.235969,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,-0.2904021,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,-0.3438421,-0.3472694,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,null,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,null,-0.3472694,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,-0.3465677,null,null,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,null,-0.3472694,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,null,null,null,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,null,null,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,null,null,null,null,null,null,-1.0905049,-0.4062164,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,null,null,null,null,-1.9031948,null,-0.7636571,null,null,null,null,-0.4429208,null,null,null,null,null,null,null,-1.0905049,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.5267803,null,null,null,null,-1.9031948,null,-0.7636571,null,null,null,null,null,null,null,null,null,null,null,null,-1.0905049,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-1.9031948,null,-0.7636571,null,null,null,null,null,null,null,null,null,null,null,null,-1.0905049,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-1.9031948,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.0905049,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-1.9031948,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_min_pc.json b/tests/fixtures/r/fsm_heavy_min_pc.json new file mode 100644 index 0000000..2ed9594 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_min_pc.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"min pc"},"z":[1,1,2,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2,1,1,2],"selected":[3,15,19,29,35,18,6,28,27,25,13,33,4,32,12,22,2,7,26,17,36,16,20,30,1,21,34,9,10,24,8,14,31,11,5,23],"criteria":[[-0.3404774,0.1459792,2.3695456,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,2.1476161,-0.1914036,0.0186508,1.0138929,2.0736703,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,1.4693366,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,1.0413728,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,2.1476161,-0.1914036,0.0186508,1.0138929,2.0736703,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,1.4693366,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,1.0413728,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,1.0138929,2.0736703,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,1.4693366,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,1.0413728,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,1.0138929,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,1.4693366,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,1.0413728,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,1.0138929,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,1.0413728,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,1.0138929,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,0.9018921,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,0.7715053,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,0.6697119,null,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,0.6140672,0.0384916,null,null,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,0.6135153,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,0.2720259,0.3976475,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,0.3521674,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,0.2720259,null,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,null,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,0.2720259,null,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,null,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,0.2705434,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,null,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,0.2057695,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,0.1459792,null,null,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,null,null,null,-2.1856094,null,0.0711011,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,0.0384916,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,0.0186508,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,null,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,-0.1702649],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,-0.1914036,null,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,null],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,-0.2385526,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,null],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,-0.2445944,-1.2726287,null,null,-0.432679,null,null],[-0.3404774,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,-0.432679,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,-0.4254405,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,-0.432679,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,-0.432679,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,-0.5660923,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,null,-0.8114472,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,null,null,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,-0.9691733,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,-1.0090342,null,null,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,null,null,null,-1.8381349,null,null,-1.1370082,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,null,null,null,-1.8381349,null,null,null,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,-1.2726287,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,null,null,null,-1.8381349,null,null,null,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-2.1856094,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.625962,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_heavy_negative_Dopt.json b/tests/fixtures/r/fsm_heavy_negative_Dopt.json new file mode 100644 index 0000000..4886f92 --- /dev/null +++ b/tests/fixtures/r/fsm_heavy_negative_Dopt.json @@ -0,0 +1 @@ +{"dataset":"heavy","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2],"args":{"s_function":"negative Dopt"},"z":[2,2,2,1,1,1,1,2,2,1,2,2,1,2,2,1,1,1,2,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2],"selected":[26,22,13,20,6,9,32,21,25,7,30,36,14,16,29,4,18,35,1,27,2,28,33,31,24,11,17,12,34,19,15,10,5,3,23,8],"criteria":[[-2231.4079984,-2146.1203025,-9995.7809575,-5466.3098521,-7446.3086759,-1860.4259065,-1303.7894951,-20768.4049549,-1485.735731,-4248.6677552,-6008.0868176,-5023.5422603,-1372.5889109,-2788.7578589,-6606.7981996,-1532.3706282,-1996.1170665,-2612.5225947,-5931.2957013,-1261.4280279,-1145.565002,-1100.66049,-17180.3282643,-2011.4169929,-1892.3731541,-1091.2483318,-2171.6079257,-3091.7217475,-2970.5964696,-2534.2673587,-2260.0159717,-1361.3217616,-3177.7938254,-4931.5623942,-2310.794115,-2682.2665003],[-2231.4079984,-2146.1203025,-9995.7809575,-5466.3098521,-7446.3086759,-1860.4259065,-1303.7894951,-20768.4049549,-1485.735731,-4248.6677552,-6008.0868176,-5023.5422603,-1372.5889109,-2788.7578589,-6606.7981996,-1532.3706282,-1996.1170665,-2612.5225947,-5931.2957013,-1261.4280279,-1145.565002,-1100.66049,-17180.3282643,-2011.4169929,-1892.3731541,null,-2171.6079257,-3091.7217475,-2970.5964696,-2534.2673587,-2260.0159717,-1361.3217616,-3177.7938254,-4931.5623942,-2310.794115,-2682.2665003],[-1478.1363387,-1024.6359026,-6969.8315083,-5188.6465119,-6284.1030444,-537.2751822,-534.0480276,-20726.0048074,-732.6645674,-2964.9182572,-5746.0975778,-4269.4372215,-270.7785201,-2402.6750858,-4390.222247,-975.3842468,-654.3524124,-1822.8869363,-3666.5699979,-511.2685611,-314.0122258,null,-16133.2035569,-1320.908274,-1129.8576201,null,-1504.110477,-1344.8444731,-1475.1923907,-1154.8382112,-1741.7236675,-496.1869201,-2145.0783939,-4770.0600795,-912.6260304,-2219.3510296],[-669.7972054,-699.5848182,-9751.1215362,-4660.2571618,-6926.6249831,-1163.2687974,-540.6119012,-20741.6701828,-318.8952075,-3994.4069,-4148.0490556,-2668.7586478,null,-1440.7452681,-6242.2169442,-502.3738315,-1475.1433656,-1722.221784,-5472.0395245,-85.9936095,-217.5655254,null,-17067.2645138,-1419.0100691,-567.3953712,null,-1100.3674975,-1899.8302392,-1686.0352696,-1455.7832251,-1476.9791852,-101.7176819,-1341.8771437,-3560.4803708,-1033.277391,-1068.259258],[-893.5185893,-581.068369,-5121.6202601,-2772.6989077,-2519.3488077,-106.6410887,-335.9125057,-13697.7287988,-358.7067282,-2902.8609031,-3224.8655901,-3637.4201123,null,-1872.6556012,-2035.2417967,-932.910903,-655.197045,-410.28176,-2084.0949086,null,-207.6541299,null,-10530.9684257,-1269.1130542,-988.6380786,null,-816.046574,-1124.1592581,-1338.3391674,-196.4337894,-1491.4718119,-495.4060444,-1726.4691419,-4523.6744955,-910.2292921,-2190.981402],[-302.1335926,-694.3009246,-1200.1325007,-4657.6669175,-6430.4642474,null,-488.9663162,-20729.3013818,-90.5031543,-3748.4980977,-223.9450528,-2200.9944652,null,-106.4902528,-445.7980764,-436.2124144,-1020.9615188,-1245.731295,-351.9692057,null,-187.3758932,null,-16043.162911,-1347.3235399,-554.7164731,null,-1021.3914352,-1426.8368515,-776.5355203,-1455.1526407,-954.4697963,-102.8088977,-1301.7659702,-2677.5347365,-585.8234007,-580.4583139],[-289.934496,-582.4157076,-1076.5371189,-1999.8751821,-1004.7743272,null,-433.8843143,-18111.1773871,null,-2051.6743749,-230.4430507,-2082.4232028,null,-129.3024605,-585.2220226,-253.6191255,-535.4230926,-256.343048,-472.5043718,null,-91.9600301,null,-4952.5463211,-1114.4433418,-90.8378995,null,-159.5720801,-1023.2206004,-733.2114326,-399.932502,-807.7667329,-61.3030776,-1302.5774287,-915.8254604,-600.8376024,-192.0097533],[-431.9218303,-575.2302418,-297.9273019,-406.0267815,-2453.5115416,null,-114.6841396,-9604.5408808,null,-2618.8359504,-226.4808633,-2891.7600466,null,-99.108345,-83.0297821,-74.5987683,-451.5146292,-146.2318274,-96.2025698,null,-55.5981953,null,-10392.6476668,-1017.7425272,-552.5213567,null,-229.6112134,-636.7062719,-1215.7652538,-92.8273716,-715.902973,null,-1620.5621767,-412.8289591,-847.4155362,-594.95807],[-15.072374,-53.7029004,-394.2079222,-387.7004538,-146.8423232,null,-38.3555988,-1670.2346134,null,-127.7421051,-66.4948098,-83.9900957,null,-41.4014595,-173.7015083,-47.7018113,-68.5362572,-61.9680996,-179.4132066,null,null,null,-250.938227,-47.0896794,-11.4273735,null,-53.9865986,-179.8688625,-58.9913105,-116.6305634,-42.6861998,null,-66.6560532,-301.0644746,-56.8096785,-46.8295757],[-95.1742746,-88.4232761,-125.3640333,-109.4631042,-319.3537851,null,-8.7598858,-925.1912672,null,-348.1866273,-98.0567509,-469.1070124,null,-34.926455,-34.9153482,-24.8188344,-68.525668,-45.7363848,-22.7047917,null,null,null,-1276.6502014,-77.2417231,null,null,-69.5127628,-70.078965,-130.2570606,-25.8998635,-35.8895021,null,-239.8971592,-168.0644069,-97.1967437,-161.6232687],[-81.3810568,-59.6631263,-122.3737135,-50.738612,-318.4107661,null,null,-355.8058067,null,-325.4321466,-95.8320038,-402.7854437,null,-34.2367879,-34.9064345,-20.2755797,-66.9145221,-41.3851521,-20.0465175,null,null,null,-1223.0038783,-56.6119778,null,null,-67.710781,-22.8783958,-98.0422509,-5.5259313,-19.9339016,null,-188.6845726,-149.423173,-68.8549808,-160.1028277],[-14.286301,-27.2704814,-182.2632876,-140.6981438,-23.2958534,null,null,-960.0531886,null,-88.9649068,-45.1513603,-83.5758373,null,-16.0319446,-113.665911,-18.0059088,-38.1764115,-29.2376127,-96.6359778,null,null,null,-108.2842268,-45.0444225,null,null,-15.8576858,-62.8068888,-32.3250161,null,-32.4912342,null,-51.8595087,-76.0039975,-27.6937148,-11.8768874],[-11.8838376,-26.8592668,-22.1497191,-137.776903,-9.6254053,null,null,-959.7648693,null,-50.0961284,-8.9425714,-71.3834999,null,-5.0657269,-22.4417791,-17.3370632,-12.3173969,-27.4183356,-13.528455,null,null,null,-76.365719,-42.7134878,null,null,-15.8518371,-46.8978516,-23.2035876,null,-32.3211251,null,-51.2197631,-49.9346118,-21.1742597,null],[-81.0992342,-59.6203549,-114.1888415,-34.7856751,-287.7156384,null,null,-347.9302012,null,-310.9251315,-95.1068352,-398.1206978,null,null,-33.8343046,-18.3336885,-62.5369988,-35.8628423,-18.6636352,null,null,null,-1151.7234908,-55.237489,null,null,-61.6906074,-20.9679329,-97.4076614,null,-19.5377901,null,-187.9172354,-133.178628,-68.749357,null],[-7.5371338,-12.8866181,-19.8143342,-69.8676124,-8.2539676,null,null,-464.8838043,null,-29.7763316,-8.9107662,-38.7060949,null,null,-22.3711067,null,-9.5893739,-18.4355205,-12.3820673,null,null,null,-35.6434397,-19.3358865,null,null,-9.8915936,-17.9777417,-6.6104022,null,-11.8656113,null,-24.9051784,-19.5391976,-6.914542,null],[-7.1523505,-7.0956128,-9.246909,-2.6853833,-37.8784721,null,null,-76.7533309,null,-36.1650748,-7.1269789,-40.9758034,null,null,-4.2666185,null,-6.74287,-3.4906422,-3.359012,null,null,null,-147.9034395,-10.5827837,null,null,-4.96574,-5.4160366,null,null,-6.6534288,null,-21.1819597,-7.664645,-10.1997859,null],[-6.4509949,-6.7224648,-7.8044378,null,-30.958827,null,null,-76.1230388,null,-31.3132326,-6.4224353,-36.6227293,null,null,-4.07801,null,-5.7149467,-2.2664357,-3.2396627,null,null,null,-125.970402,-9.8797305,null,null,-3.4033734,-5.3958168,null,null,-6.4089368,null,-19.411766,-4.4492349,-9.5003567,null],[-2.8168677,-3.5747825,-18.7320346,null,-8.2528847,null,null,-161.9040596,null,-16.497228,-6.5091374,-13.9854084,null,null,-17.9990353,null,-6.8194384,null,-11.5233355,null,null,null,-22.6477157,-7.8401241,null,null,-5.1534061,-4.0018561,null,null,-4.0493606,null,-7.4379933,-6.4683995,-1.0241597,null],[-2.0321348,-2.259954,-17.9899898,null,-8.0208635,null,null,-116.7768029,null,-14.9224137,-5.6481774,-10.572714,null,null,-16.4230642,null,-6.3842577,null,-10.9133032,null,null,null,-22.2484323,-6.4974304,null,null,-4.0571556,-2.2843038,null,null,-3.287681,null,-5.1049555,-4.4543605,null,null],[null,-3.4022333,-7.4870993,null,-11.8369425,null,null,-37.9989009,null,-14.1261317,-5.8859695,-17.8671299,null,null,-4.0765239,null,-3.0018818,null,-3.0491563,null,null,null,-49.3955953,-4.2285729,null,null,-1.2088373,-2.4800874,null,null,-2.7389978,null,-9.2235773,-2.8799434,null,null],[null,-0.8467634,-9.7188462,null,-7.960467,null,null,-46.9393896,null,-9.5674379,-2.124688,-4.2566188,null,null,-7.528772,null,-4.0417316,null,-5.4283542,null,null,null,-20.7884613,-3.8092392,null,null,null,-1.3911782,null,null,-2.2150275,null,-1.8715031,-2.8930236,null,null],[null,null,-6.2768464,null,-6.7103711,null,null,-23.0437919,null,-7.6691944,-4.6995724,-9.6001591,null,null,-3.6869878,null,-1.783035,null,-2.9400112,null,null,null,-26.4841195,-2.5563311,null,null,null,-1.5957312,null,null,-1.9550042,null,-4.9671928,-1.8800523,null,null],[null,null,-9.2272264,null,-7.6462704,null,null,-31.7000295,null,-9.1916719,-1.6878768,-3.3114564,null,null,-6.6344022,null,-3.8984371,null,-4.9927198,null,null,null,-20.7773881,-3.4558297,null,null,null,null,null,null,-2.0466127,null,-1.2321783,-2.0841408,null,null],[null,null,-6.2694794,null,-5.0574123,null,null,-11.7903362,null,-5.4060904,-4.5196418,-6.0265478,null,null,-3.6869871,null,-1.4923136,null,-2.8904727,null,null,null,-17.5355639,-1.6652486,null,null,null,null,null,null,-1.3803076,null,null,-1.8531412,null,null],[null,null,-6.1718731,null,-2.7324078,null,null,-9.0624853,null,-4.0810059,-4.1966502,-5.6426852,null,null,-3.5675613,null,-1.244446,null,-2.7291809,null,null,null,-10.4227121,-0.8627558,null,null,null,null,null,null,null,null,null,-1.8308692,null,null],[null,null,-6.5731755,null,-6.9234781,null,null,-16.5291484,null,-6.1322003,-1.2497896,-1.6357804,null,null,-4.3943068,null,-2.6566081,null,-3.5151724,null,null,null,-16.8256819,null,null,null,null,null,null,null,null,null,null,-1.9669965,null,null],[null,null,-5.5453435,null,-1.640183,null,null,-6.1874387,null,-2.5694859,null,-4.2887941,null,null,-3.2753754,null,-0.8501359,null,-2.56171,null,null,null,-6.0115249,null,null,null,null,null,null,null,null,null,null,-1.6569741,null,null],[null,null,-4.5823929,null,-6.9075813,null,null,-14.6199421,null,-5.7546745,null,-1.3164629,null,null,-2.8205588,null,null,null,-2.2786137,null,null,null,-16.8236232,null,null,null,null,null,null,null,null,null,null,-1.9625599,null,null],[null,null,-3.5280182,null,-1.2993065,null,null,-4.752875,null,-1.4638019,null,null,null,null,-2.1662038,null,null,null,-1.7274714,null,null,null,-4.2371561,null,null,null,null,null,null,null,null,null,null,-1.1309487,null,null],[null,null,-3.0008788,null,-5.0868627,null,null,-10.2361047,null,-3.2020995,null,null,null,null,-1.8419048,null,null,null,-1.5591206,null,null,null,-11.068973,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-1.270761,null,-4.5489076,null,null,-9.5108009,null,-2.2119924,null,null,null,null,-0.7419792,null,null,null,null,null,null,null,-9.7242065,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-2.1529397,null,-1.2567079,null,null,-4.4946734,null,-1.0818898,null,null,null,null,null,null,null,null,null,null,null,null,-3.8168917,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-1.8418476,null,-0.9389083,null,null,-3.2246127,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-2.3401719,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,-0.8754991,null,null,null,null,-8.7736598,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-9.5474187,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-3.219083,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.3771179,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-8.599866,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_Aopt.json b/tests/fixtures/r/fsm_lalonde60_Aopt.json new file mode 100644 index 0000000..9a090ca --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_Aopt.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"Aopt","Pol_mat":[[0,1,0,0,0,0,0,0,0],[0,0,1,0,0,0,0,0,0]],"w_pol":[0.7,0.3]},"z":[2,1,1,2,1,1,1,2,2,2,2,1,1,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2,1,1,2,1,1,2,1,2,2,2,1],"selected":[57,18,60,55,51,1,10,5,11,56,46,16,43,13,23,7,53,25,27,2,4,3,34,6,14,44,47,24,26,58,59,28,37,42,36,49,33,54,48,12,20,17,52,19,39,38,21,40,35,41,32,50,15,8,22,30,29,9,45,31],"criteria":[[283.880128,404.0041897,283.880128,404.0041897,575.1081843,283.880128,309.7850969,19.1031606,38.5686982,664.538204,296.2137508,159.4138675,487.2818755,137.0219649,37.2515195,286.6512017,81.6725699,704.6391738,48.997863,102.0408675,32.8685671,16.1774265,365.3836138,95.7563171,304.5904108,104.9901559,324.2141805,59.0190251,13.9989334,31.4989989,12.4377254,15.5120135,13.8800378,349.1237466,1.8948512,0.7147304,167.3124387,99.3676431,28.3737598,16.1713383,31.8185049,66.0167962,167.3711496,32.1134162,21.6701868,480.9656236,54.0576007,23.4844912,36.3856901,28.5492836,422.5678201,82.6668414,577.4424902,461.1353598,641.8861444,593.9951261,824.2809069,270.70158,184.1124961,504.2791869],[283.880128,404.0041897,283.880128,404.0041897,575.1081843,283.880128,309.7850969,19.1031606,38.5686982,664.538204,296.2137508,159.4138675,487.2818755,137.0219649,37.2515195,286.6512017,81.6725699,704.6391738,48.997863,102.0408675,32.8685671,16.1774265,365.3836138,95.7563171,304.5904108,104.9901559,324.2141805,59.0190251,13.9989334,31.4989989,12.4377254,15.5120135,13.8800378,349.1237466,1.8948512,0.7147304,167.3124387,99.3676431,28.3737598,16.1713383,31.8185049,66.0167962,167.3711496,32.1134162,21.6701868,480.9656236,54.0576007,23.4844912,36.3856901,28.5492836,422.5678201,82.6668414,577.4424902,461.1353598,641.8861444,593.9951261,null,270.70158,184.1124961,504.2791869],[287.5427043,275.2894312,287.5427043,275.2894312,244.7471534,287.5427043,293.5015177,21.9807686,38.3103697,133.2687586,263.4410489,74.1905083,119.0415175,122.0847518,5.5357571,236.4091626,38.8064123,null,43.0365467,16.5046229,12.4408705,17.9831421,38.5936901,114.3952936,143.7630475,128.1824479,128.4747274,105.3539221,5.9835337,11.176461,7.9413887,17.8889257,19.5075137,117.7482236,0.7114247,64.8853098,22.0570604,6.4632184,23.0097897,17.7412839,29.9933928,51.2733461,182.1392096,134.6180773,21.3567447,124.7958083,178.5130394,43.3982024,63.0535208,32.7645351,211.3071617,1.2429683,323.3854765,329.2318363,518.2581669,415.1533007,null,221.4329681,180.1609393,630.4328868],[266.5505747,179.7641197,266.5505747,179.7641197,169.2519368,266.5505747,375.1693221,14.9476268,38.5084449,221.4944247,377.4389518,18.6426804,123.5494558,55.1272061,33.8982474,377.4267597,18.2202217,null,54.2358692,5.0068473,11.9789981,24.083585,196.2163045,235.9182801,377.3570161,111.0454349,377.3320277,73.476757,8.7410067,17.0474285,11.139832,3.2284749,17.1406048,377.3026408,8.5455398,2.3950902,84.263412,14.1217179,2.7576244,12.9007241,3.4978594,66.6559904,270.9676736,181.8728784,21.6647549,377.1145897,163.4684537,15.9183257,30.2427863,9.4143669,33.442962,13.5856292,181.1353508,113.2160135,510.41045,90.5693969,null,273.898805,92.2654521,null],[65.551908,50.4072498,65.551908,50.4072498,40.6057389,65.551908,86.5443479,6.1206969,7.3762958,44.9130279,83.1467008,6.2753267,14.1610142,54.9603918,4.6647401,86.2629532,8.5768007,null,5.5221075,1.5545771,6.629846,4.6824852,47.3078501,85.7273163,99.0471587,139.1070542,102.2638103,113.2119959,5.4739352,10.8999407,4.905181,25.4736164,43.4902945,105.4656793,4.3080646,88.3790883,15.2516928,5.4858469,6.3355823,1.5290424,10.4532168,8.8824767,68.5348899,89.3828077,3.2205261,117.9179919,96.2049625,18.2413028,63.0672964,23.4754854,150.4224755,1.9808568,132.0343334,8.3232795,null,121.6036256,null,4.4517232,4.5983301,null],[214.091224,213.965993,214.091224,213.965993,213.6884125,214.091224,212.2902533,8.8176756,11.322012,213.1645849,214.0666274,19.8334669,120.1978191,42.7787721,6.8369542,214.0514955,21.0097321,null,19.2467646,3.7114766,14.2163746,4.792887,213.4256638,214.0004668,213.9666841,38.5753024,213.9368154,71.2108661,1.5978407,3.0716207,2.3544333,0.0053711,5.9316442,213.9019408,6.1474907,1.5552352,14.4352336,3.2820924,0.8897642,1.6053719,0.8591252,10.1417983,212.7041173,213.508616,6.7046501,213.6830078,150.7043837,1.193056,0.1299125,9.0043012,null,0.7651395,212.5462895,25.1714034,null,10.0720735,null,1.4568428,1.0764815,null],[null,0.6075454,0.1521236,0.6075454,1.2059133,0.1521236,0.1133407,1.67e-05,0.0001653,1.5405489,0.6876857,0.0001445,0.0083725,6.48e-05,0.0006965,0.7011021,0.0001444,null,0.0002269,0.0002027,0.0001358,0.0004226,1.3124245,0.0923649,0.754671,0.0006818,0.7674337,0.0019445,7.27e-05,0.0001542,7.42e-05,6.36e-05,0.0002372,0.7796474,0.0001293,3.14e-05,0.0022883,0.0001974,2.7e-06,0.0001583,4e-06,0.000522,1.4127275,0.7775674,8.37e-05,0.8194678,0.010041,0.000102,0.0004715,2.17e-05,null,0.0003599,0.0017312,0.0002388,null,0.0001092,null,0.0066221,0.0007562,null],[null,40.2087883,39.9954848,40.2087883,40.2506271,39.9954848,39.9731415,7.5089309,0.4527696,null,39.6155286,4.6338506,27.7694495,23.5837619,7.0100648,39.5277416,4.8224446,null,6.0269718,1.6973117,4.3647938,1.1024976,40.1928109,39.5151815,39.1003578,23.6956633,38.972485,26.1910454,0.0531753,0.1740502,0.0606627,3.2101002,22.5400422,38.8353958,3.7320024,34.4950762,23.6333203,4.7322471,0.9114327,1.5018891,1.089036,7.9084045,39.8244755,39.3572446,0.4411503,38.1868451,32.3724763,17.2565661,26.6331964,14.0829144,null,1.3208213,37.0829872,1.7002047,null,23.7995325,null,0.1683459,0.9832396,null],[null,0.1787141,0.4324625,0.1787141,null,0.4324625,0.1261779,3.88e-05,0.0001186,null,0.6227122,2.87e-05,0.0002721,0.0001424,5.24e-05,0.6138863,2.17e-05,null,0.0001804,1.17e-05,7.8e-06,3.06e-05,0.1115025,0.3177856,0.5678178,0.0004554,0.5532784,2.84e-05,2.96e-05,6.02e-05,3.55e-05,1.13e-05,9.8e-06,0.5374303,1.7e-06,4e-07,0.0002021,6.74e-05,5.7e-06,1.42e-05,7.2e-06,0.0002196,0.2223405,0.0055584,6.41e-05,0.4609281,0.0001157,3.97e-05,7.55e-05,1.65e-05,null,4.2e-05,0.046441,0.0003044,null,0.0001959,null,0.0013682,0.0002168,null],[null,16.0499958,21.0171142,16.0499958,null,21.0171142,21.173793,4.6702464,0.0973666,null,null,2.4684538,23.5154314,23.5668243,4.8033378,22.7245205,0.1486372,null,0.4511647,1.1468573,0.2039427,0.8423759,12.8225414,22.6750392,23.1788792,23.5956982,23.2626283,23.1702764,0.0308996,0.0930261,0.0245442,0.9868194,1.8793152,23.3373638,0.3027644,23.4381834,23.56954,0.7478229,0.5318949,0.0180083,0.2976669,7.5165198,20.8670905,22.7159333,0.1150015,23.5660471,23.7543498,14.5770281,23.4833213,9.5013227,null,0.1505233,23.7035565,1.1956415,null,23.7877319,null,0.0758667,0.0775489,null],[null,0.1603149,0.1937426,0.1603149,null,0.1937426,0.2213612,0.0001264,1.54e-05,null,null,0.0001048,0.1316175,0.105002,8.01e-05,0.2237269,9.36e-05,null,0.0001894,0.0001159,8.5e-05,6e-06,0.1031164,0.1931161,0.2278409,0.0632992,0.2293823,0.0060537,3.2e-06,9.1e-06,3.8e-06,4.2e-05,0.0012784,0.2311245,8.21e-05,0.0588689,0.0900118,0.0002009,4.7e-06,4.38e-05,1.82e-05,0.0001147,0.0932546,0.1525818,1.11e-05,0.2399712,0.1166699,0.0004245,0.1083055,0.0003275,null,8.62e-05,0.2280985,0.0002891,null,null,null,3.23e-05,9.27e-05,null],[null,0.0805898,0.1395886,0.0805898,null,0.1395886,0.0375355,1.01e-05,3.93e-05,null,null,2.05e-05,0.0004898,4.04e-05,5.01e-05,0.2767265,1.24e-05,null,5.54e-05,1.62e-05,6.8e-06,3.06e-05,0.1921009,0.0645903,0.2425101,0.0001416,0.2333411,8.46e-05,1.08e-05,2.23e-05,1.25e-05,6.3e-06,1.57e-05,0.2241059,5.8e-06,1.5e-06,0.0001725,2.64e-05,3.5e-06,1.4e-05,4.3e-06,8.54e-05,0.2348512,0.0487209,2.08e-05,null,0.0004797,1.82e-05,4.57e-05,5e-06,null,3.04e-05,0.0484488,0.0001673,null,null,null,0.0007417,0.0001263,null],[null,0.1143922,0.0886081,0.1143922,null,0.0886081,0.023406,6.4e-06,2.83e-05,null,null,2.79e-05,0.0007274,3.24e-05,6.25e-05,null,1.78e-05,null,3.73e-05,2.24e-05,1.16e-05,3.9e-05,0.2581956,0.0204135,0.1691496,9.63e-05,0.1628242,0.0001464,8.4e-06,1.75e-05,9.4e-06,6.3e-06,2.31e-05,0.1571667,1e-05,2.6e-06,0.0002069,2.3e-05,4e-06,1.78e-05,4.8e-06,6.89e-05,0.2791407,0.0936965,1.47e-05,null,0.0008498,1.64e-05,4.75e-05,5e-06,null,3.46e-05,0.0768638,0.0001763,null,null,null,0.0007301,0.0001306,null],[null,0.1362995,0.1316538,0.1362995,null,0.1316538,0.1323878,2.09e-05,1.1e-05,null,null,0.0001419,0.1712513,0.1173099,2.75e-05,null,4.13e-05,null,4.36e-05,7.81e-05,2.19e-05,4.1e-06,0.0737899,0.0728572,0.0920426,0.0756723,0.0880467,0.0084092,1.9e-06,4.2e-06,3e-06,7.2e-06,9.24e-05,0.0851543,7e-06,0.0057469,0.0819068,3.07e-05,5e-07,5e-06,1.51e-05,0.0001493,null,0.0240134,5.1e-06,null,0.030993,0.0003509,0.0504442,6.14e-05,null,2.23e-05,0.1014252,0.0002405,null,null,null,5.26e-05,6.09e-05,null],[null,0.1163223,0.1297905,0.1163223,null,0.1297905,0.0298014,8.9e-06,3.17e-05,null,null,3.49e-05,null,4.65e-05,4.49e-05,null,1.97e-05,null,4.38e-05,2.37e-05,9.8e-06,2.66e-05,0.2031781,0.0469179,0.2016876,0.0001116,0.1955288,8.8e-05,9e-06,1.88e-05,1.01e-05,6.2e-06,1.4e-05,0.1901642,5.3e-06,1.3e-06,0.0001615,2.83e-05,5.2e-06,1.24e-05,6.1e-06,6.89e-05,null,0.044477,1.68e-05,null,0.0004317,1.56e-05,3.9e-05,6.8e-06,null,3.22e-05,0.1031064,0.0002125,null,null,null,0.0006166,0.0001176,null],[null,0.0968332,0.1081486,0.0968332,null,0.1081486,0.1268149,1.09e-05,1.65e-05,null,null,3.95e-05,null,0.0373398,0,null,2.11e-05,null,4.2e-05,3.32e-05,1.18e-05,5e-07,null,0.0722838,0.1035869,0.0245041,0.102225,0.0203417,2.4e-06,5.4e-06,3.3e-06,4.4e-06,0.000182,0.101629,8.7e-06,0.011689,0.0140264,4.89e-05,2.6e-06,6.8e-06,3.8e-06,4.03e-05,null,0.0287709,8.8e-06,null,0.0245289,7.55e-05,0.0110159,1.54e-05,null,2.96e-05,0.1105128,0.0002388,null,null,null,6.1e-05,5.43e-05,null],[null,0.0667657,0.0629681,0.0667657,null,0.0629681,null,6e-07,1.17e-05,null,null,3.85e-05,null,0.0468332,8e-06,null,8.3e-06,null,1.98e-05,4.68e-05,2.5e-06,2.6e-06,null,0.0326573,0.0687828,0.0296204,0.0721622,0.0204024,1.7e-06,3.9e-06,2.4e-06,5.1e-06,0.0002119,0.0768589,6.3e-06,0.0123601,0.0185865,5.12e-05,1.8e-06,1e-05,2.5e-06,4.41e-05,null,0.0164511,5.3e-06,null,0.0155223,7.34e-05,0.0132045,3.6e-06,null,3.65e-05,0.1478068,0.0003155,null,null,null,6.87e-05,7.82e-05,null],[null,0.1145751,0.1732919,0.1145751,null,0.1732919,null,1.23e-05,4.08e-05,null,null,3.85e-05,null,6.02e-05,3.98e-05,null,1.97e-05,null,5.71e-05,2.34e-05,8e-06,2.4e-05,null,0.075829,0.2467446,0.0001427,0.2383066,5.69e-05,1.07e-05,2.21e-05,1.22e-05,6.4e-06,1.31e-05,0.2306599,3.6e-06,1e-06,0.0001466,3.34e-05,6.7e-06,1.3e-05,7.9e-06,8.27e-05,null,0.0297309,2.17e-05,null,0.0003402,1.9e-05,3.96e-05,8.1e-06,null,3.15e-05,null,0.0002774,null,null,null,0.0006622,0.0001426,null],[null,0.1394408,0.1596517,0.1394408,null,0.1596517,null,1.13e-05,3.68e-05,null,null,4.86e-05,null,6.47e-05,4.55e-05,null,2.51e-05,null,4.89e-05,2.79e-05,1.09e-05,2.84e-05,null,0.0467808,null,0.0001179,0.1967787,8.4e-05,9.1e-06,1.89e-05,1.05e-05,6.2e-06,1.78e-05,0.1901092,5.5e-06,1.5e-06,0.0001603,3.04e-05,8.3e-06,1.62e-05,9.8e-06,7.58e-05,null,0.0534191,1.95e-05,null,0.0005388,1.98e-05,4.04e-05,9.3e-06,null,3.29e-05,null,0.0003361,null,null,null,0.0006686,0.0001642,null],[null,0.1086056,0.0995416,0.1086056,null,0.0995416,null,2.2e-06,1.42e-05,null,null,4.84e-05,null,0.0390713,1.28e-05,null,1.79e-05,null,2.05e-05,3.17e-05,6e-06,4.3e-06,null,0.0386945,null,0.0285359,null,0.0195214,2.2e-06,4.7e-06,3e-06,7e-07,6.03e-05,0.065585,8e-07,0.0046709,0.0113167,2.92e-05,3.4e-06,4e-06,4.1e-06,5.51e-05,null,0.0024339,7e-06,null,0.0046812,7.74e-05,0.0035203,4.6e-06,null,2.43e-05,null,0.0002617,null,null,null,8.41e-05,5.99e-05,null],[null,null,0.1661533,0.1706569,null,0.1661533,null,1.18e-05,3.68e-05,null,null,6.02e-05,null,7.49e-05,5.27e-05,null,3.16e-05,null,4.67e-05,3.28e-05,1.42e-05,3.39e-05,null,0.0332345,null,0.0001082,null,0.0001135,8.4e-06,1.75e-05,9.9e-06,6.4e-06,2.33e-05,0.1667397,7.6e-06,2.2e-06,0.0001796,2.97e-05,1.02e-05,2.02e-05,1.2e-05,7.6e-05,null,0.0781977,1.95e-05,null,0.0007602,2.2e-05,4.34e-05,1.12e-05,null,3.55e-05,null,0.0004092,null,null,null,0.0007171,0.0001943,null],[null,null,0.0822929,null,null,0.0822929,null,2e-07,1.42e-05,null,null,4.35e-05,null,0.0445019,1.9e-05,null,1.02e-05,null,1.95e-05,4.22e-05,2.1e-06,5.5e-06,null,0.0335436,null,0.0350146,null,0.0183066,2.7e-06,5.8e-06,3.5e-06,2.9e-06,0.0001427,0.082004,3e-06,0.0075477,0.013988,4.27e-05,2.4e-06,8.1e-06,3e-06,6.65e-05,null,0.0078673,6.5e-06,null,0.0086448,8.86e-05,0.0086717,6.1e-06,null,3.27e-05,null,0.0003077,null,null,null,0.0001076,7.79e-05,null],[null,null,null,null,null,0.1668226,null,1.25e-05,4.32e-05,null,null,5.83e-05,null,7.35e-05,6.12e-05,null,2.85e-05,null,5.52e-05,3.36e-05,1.23e-05,4.05e-05,null,0.0345613,null,0.0001308,null,0.0001162,1.03e-05,2.13e-05,1.2e-05,7.3e-06,2.9e-05,0.2010657,8.8e-06,2.7e-06,0.0002039,3.53e-05,1.11e-05,2.49e-05,1.32e-05,9.15e-05,null,0.0952931,2.28e-05,null,0.0009481,2.61e-05,5.18e-05,1.03e-05,null,3.92e-05,null,0.0004561,null,null,null,0.000867,0.0002321,null],[null,null,null,null,null,0.0689467,null,1.5e-06,1.44e-05,null,null,4.31e-05,null,0.048804,2.94e-05,null,6.8e-06,null,1.73e-05,5.37e-05,5e-07,7.4e-06,null,0.0276515,null,0.039582,null,0.0194146,3e-06,6.5e-06,3.8e-06,5.3e-06,0.0002253,null,5.7e-06,0.009739,0.0164375,5.49e-05,2.4e-06,1.22e-05,2.2e-06,7.47e-05,null,0.0158051,6.2e-06,null,0.012528,9.23e-05,0.0133353,1.71e-05,null,4.14e-05,null,0.0003676,null,null,null,0.0001274,9.68e-05,null],[null,null,null,null,null,null,null,4e-06,1.5e-05,null,null,4.45e-05,null,0.0531831,4.08e-05,null,5e-06,null,1.72e-05,6.6e-05,0,9.4e-06,null,0.0265723,null,0.0440148,null,0.0207514,3.4e-06,7.4e-06,4.2e-06,8.1e-06,0.000318,null,9e-06,0.0119221,0.0187374,6.88e-05,2.5e-06,1.67e-05,1.8e-06,8.45e-05,null,0.0265786,6.2e-06,null,0.0176618,0.0001004,0.0178008,3.12e-05,null,5.1e-05,null,0.0004338,null,null,null,0.0001494,0.0001172,null],[null,null,null,null,null,null,null,1.36e-05,4.52e-05,null,null,6.94e-05,null,null,6.92e-05,null,3.45e-05,null,5.55e-05,3.76e-05,1.54e-05,4.7e-05,null,0.0255423,null,0.0001264,null,0.0001455,9.9e-06,2.03e-05,1.18e-05,7.4e-06,3.57e-05,null,1.11e-05,3.4e-06,0.0002231,3.42e-05,1.32e-05,2.99e-05,1.58e-05,9.51e-05,null,0.1221244,2.38e-05,null,0.0012154,2.95e-05,5.58e-05,1.23e-05,null,4.11e-05,null,0.0005426,null,null,null,0.000941,0.000272,null],[null,null,null,null,null,null,null,9.7e-06,1.71e-05,null,null,2.3e-05,null,null,2.09e-05,null,7.4e-06,null,2.09e-05,3.77e-05,4e-07,8e-06,null,0.031398,null,0.0226572,null,0.0229391,3.1e-06,7.3e-06,3.3e-06,8.5e-06,0.0002238,null,6.9e-06,0.0110489,0.0087754,7.37e-05,7.1e-06,1.14e-05,1.2e-06,4.47e-05,null,null,8.7e-06,null,0.0353279,0.0001211,0.0021034,1.73e-05,null,5.14e-05,null,0.0004297,null,null,null,0.0001368,9.96e-05,null],[null,null,null,null,null,null,null,1.61e-05,5.17e-05,null,null,8.17e-05,null,null,7.27e-05,null,4.09e-05,null,6.45e-05,4.4e-05,1.77e-05,4.84e-05,null,0.038363,null,0.0001479,null,0.0001485,1.15e-05,2.37e-05,1.36e-05,8.5e-06,3.57e-05,null,1.08e-05,3.3e-06,0.0002416,4.09e-05,1.49e-05,3.07e-05,1.78e-05,0.0001065,null,null,2.73e-05,null,null,3.22e-05,6.03e-05,1.48e-05,null,4.71e-05,null,0.0006067,null,null,null,0.0010154,0.000292,null],[null,null,null,null,null,null,null,1.04e-05,1.87e-05,null,null,3.12e-05,null,null,2.39e-05,null,1.07e-05,null,2.33e-05,4.3e-05,1e-06,9e-06,null,null,null,0.0247202,null,0.0229753,3.6e-06,8.5e-06,3.8e-06,6.6e-06,0.0002077,null,5.8e-06,0.0096273,0.0110382,7.78e-05,8.1e-06,1.15e-05,2e-06,5.04e-05,null,null,9.6e-06,null,null,0.0001124,0.0023914,1.92e-05,null,5.55e-05,null,0.0004686,null,null,null,0.0001567,0.0001077,null],[null,null,null,null,null,null,null,1.79e-05,5.79e-05,null,null,9.38e-05,null,null,8.53e-05,null,4.68e-05,null,7.18e-05,5.1e-05,2.05e-05,5.7e-05,null,null,null,null,null,0.0001776,1.29e-05,2.67e-05,1.53e-05,9.8e-06,4.26e-05,null,1.31e-05,4e-06,0.0002816,4.7e-05,1.73e-05,3.62e-05,2.05e-05,0.0001205,null,null,3.06e-05,null,null,3.69e-05,6.97e-05,1.66e-05,null,5.45e-05,null,0.0007,null,null,null,0.0011697,0.0003386,null],[null,null,null,null,null,null,null,0.000348,0.0001463,null,null,0.000243,null,null,0.0003847,null,0.0002305,null,1.89e-05,0.000378,0.0002427,0.0002652,null,null,null,null,null,0.0002933,4.27e-05,8.94e-05,4.81e-05,0.0001457,0.0004129,null,0.0003027,2.94e-05,0.0003798,0.0001262,0.0021287,0.000443,0.0019895,0.0053058,null,null,7.61e-05,null,null,0.0002262,0.0001404,0.0001615,null,0.0025061,null,0.0015871,null,null,null,null,0.1982171,null],[null,null,null,null,null,null,null,1.58e-05,1.82e-05,null,null,3.69e-05,null,null,2.04e-05,null,1.46e-05,null,3.39e-05,5.13e-05,2.6e-06,1.1e-05,null,null,null,null,null,0.0290988,2.8e-06,7.2e-06,2.9e-06,6.6e-06,0.0002413,null,6.6e-06,0.0136217,0.0188974,9.46e-05,9.9e-06,1.19e-05,4e-06,4.77e-05,null,null,9.7e-06,null,null,0.0001587,0.0122786,2.73e-05,null,6.83e-05,null,0.0005284,null,null,null,null,null,null],[null,null,null,null,null,null,null,1.52e-05,1.81e-05,null,null,6.19e-05,null,null,1.48e-05,null,2.42e-05,null,3.04e-05,5.33e-05,5.7e-06,6.4e-06,null,null,null,null,null,null,4.4e-06,1.09e-05,4e-06,3e-07,0.0001107,null,2.4e-06,0.0046292,0.0292955,8.03e-05,1.24e-05,1.08e-05,8.3e-06,4.09e-05,null,null,9.8e-06,null,null,4.77e-05,0.0121257,2.82e-05,null,5.47e-05,null,0.0005363,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002335,0.000121,null,null,0.0001227,null,null,0.0002486,null,0.0001032,null,1e-07,0.0001804,0.0001133,0.0001797,null,null,null,null,null,null,2.85e-05,5.84e-05,3.43e-05,8.56e-05,0.0002797,null,0.0001759,1.96e-05,null,0.0001145,0.0013105,0.0002975,0.0012414,0.0033247,null,null,6.34e-05,null,null,0.0001669,0.0001051,0.0001235,null,0.0012885,null,0.0016053,null,null,null,null,null,null],[null,null,null,null,null,null,null,1.8e-05,1.92e-05,null,null,6.15e-05,null,null,3.01e-05,null,2.61e-05,null,3.63e-05,5.08e-05,6.1e-06,1.12e-05,null,null,null,null,null,null,4.4e-06,1.12e-05,4.1e-06,5e-07,0.0001431,null,3.5e-06,0.0087309,null,9.34e-05,1.49e-05,1.22e-05,8.9e-06,null,null,null,1.03e-05,null,null,0.0001301,0.0059066,4.12e-05,null,6.28e-05,null,0.0006106,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0028663,0.0002631,null,null,0.000825,null,null,0.0003008,null,0.0001534,null,6.1e-06,0.0010344,0.0001759,5.1e-06,null,null,null,null,null,null,2.1e-05,3.97e-05,2.58e-05,1.4e-05,0.0003235,null,0.0002632,null,null,0.0001695,0.0024231,0.0002374,0.0006633,null,null,null,0.0001804,null,null,0.0008001,0.0198454,0.0046784,null,0.0012785,null,0.0019659,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0021726,0.0021597,null,null,0.0063185,null,null,0.0001079,null,0.0038111,null,0.0028172,0.0001616,0.0041097,0.0006827,null,null,null,null,null,null,0.0005259,0.0009013,0.0005578,0.007956,0.1090148,null,0.0046223,null,null,0.0038384,0.0016598,0.0018205,0.0006562,null,null,null,0.0010289,null,null,0.0541389,null,0.0008398,null,0.000251,null,0.0089777,null,null,null,null,null,null],[null,null,null,null,null,null,null,2.01e-05,2.17e-05,null,null,8.69e-05,null,null,3.07e-05,null,3.93e-05,null,3.04e-05,5e-05,1.17e-05,7.9e-06,null,null,null,null,null,null,6.6e-06,1.6e-05,5.9e-06,3.6e-06,null,null,8e-07,null,null,7.68e-05,1.87e-05,1.12e-05,1.46e-05,null,null,null,1.16e-05,null,null,4.84e-05,null,5.33e-05,null,4.99e-05,null,0.0006311,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0051934,0.0164505,null,null,0.2761107,null,null,0.0015918,null,0.2769974,null,0.2692366,0.2879762,0.2797877,0.0143507,null,null,null,null,null,null,0.0063479,0.013316,0.0064551,0.2900251,null,null,0.2840309,null,null,0.278061,0.2497419,0.2894082,0.2524158,null,null,null,0.0075825,null,null,0.3131083,null,0.0002381,null,0.2517018,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,5.5e-06,4.9e-05,null,null,0.1915457,null,null,3.67e-05,null,0.1707605,null,0.1338356,0.1631231,0.1474239,4.82e-05,null,null,null,null,null,null,5.8e-05,0.0001425,4.6e-05,0.0950802,null,null,0.1131475,null,null,0.0722254,0.0001789,0.0947575,0.0001644,null,null,null,2.05e-05,null,null,null,null,5.33e-05,null,2.81e-05,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0006076,0.0009605,null,null,null,null,null,7.94e-05,null,0.0343905,null,0.027304,0.0409427,0.0348056,0.0004499,null,null,null,null,null,null,0.0003299,0.0007065,0.0003369,0.0332642,null,null,0.0358254,null,null,0.0302594,0.0215559,0.0376103,0.0238084,null,null,null,0.0004512,null,null,null,null,0.0002668,null,0.0183414,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,1.09e-05,1.61e-05,null,null,null,null,null,4.34e-05,null,0.0592959,null,0.0390569,null,0.0395594,1.23e-05,null,null,null,null,null,null,1.43e-05,3.68e-05,1.08e-05,0.0118485,null,null,0.0163619,null,null,0.0141726,4.65e-05,0.0078886,3.55e-05,null,null,null,7.8e-06,null,null,null,null,6.71e-05,null,3.56e-05,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002045,7.19e-05,null,null,null,null,null,0.0001083,null,null,null,0.0151043,null,0.0008409,8.38e-05,null,null,null,null,null,null,3.9e-06,8.3e-06,6.9e-06,0.0313732,null,null,0.007744,null,null,0.0431587,0.027399,0.0175297,0.0186949,null,null,null,3.88e-05,null,null,null,null,0.0003251,null,0.0519676,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,1.77e-05,2.13e-05,null,null,null,null,null,4.46e-05,null,null,null,0.0288269,null,0.0194306,1.2e-05,null,null,null,null,null,null,1.08e-05,2.76e-05,8.8e-06,0.0026542,null,null,0.0026343,null,null,0.0274539,2.88e-05,0.0002451,2.11e-05,null,null,null,1.07e-05,null,null,null,null,6.29e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002244,9.43e-05,null,null,null,null,null,7.03e-05,null,null,null,null,null,0.0201991,1.04e-05,null,null,null,null,null,null,2.05e-05,4.73e-05,2.1e-05,0.0222896,null,null,0.0193698,null,null,0.0288029,0.0687375,0.0311799,0.046132,null,null,null,4.92e-05,null,null,null,null,0.0003796,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,2.17e-05,2.93e-05,null,null,null,null,null,4.94e-05,null,null,null,null,null,0.0197848,1.04e-05,null,null,null,null,null,null,1.33e-05,3.35e-05,1.15e-05,0.0003627,null,null,0.0027064,null,null,0.0308618,null,0.0040182,1.95e-05,null,null,null,1.44e-05,null,null,null,null,6.75e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,2.24e-05,3.4e-05,null,null,null,null,null,5.44e-05,null,null,null,null,null,0.0364987,9.9e-06,null,null,null,null,null,null,1.68e-05,4.2e-05,1.45e-05,0.00164,null,null,0.0095027,null,null,null,null,0.0087824,2.44e-05,null,null,null,1.65e-05,null,null,null,null,7.45e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002253,0.0001238,null,null,null,null,null,8.23e-05,null,null,null,null,null,null,1.7e-05,null,null,null,null,null,null,2.28e-05,5.07e-05,2.58e-05,0.0409082,null,null,0.0338762,null,null,null,null,0.0554849,0.0236245,null,null,null,6.34e-05,null,null,null,null,0.000323,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,2.59e-05,3.71e-05,null,null,null,null,null,5.73e-05,null,null,null,null,null,null,1.13e-05,null,null,null,null,null,null,1.63e-05,4.07e-05,1.43e-05,0.0003151,null,null,0.0059349,null,null,null,null,null,2.24e-05,null,null,null,1.81e-05,null,null,null,null,7.77e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.000191,8.91e-05,null,null,null,null,null,8.9e-05,null,null,null,null,null,null,2.2e-05,null,null,null,null,null,null,1.7e-05,3.97e-05,1.78e-05,0.0296161,null,null,null,null,null,null,null,null,0.0436408,null,null,null,4.68e-05,null,null,null,null,0.0003258,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002069,0.0001085,null,null,null,null,null,0.0001049,null,null,null,null,null,null,2.87e-05,null,null,null,null,null,null,1.86e-05,4.25e-05,2.08e-05,0.0378274,null,null,null,null,null,null,null,null,null,null,null,null,5.64e-05,null,null,null,null,0.000329,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,2.83e-05,3.91e-05,null,null,null,null,null,6.15e-05,null,null,null,null,null,null,1.27e-05,null,null,null,null,null,null,1.69e-05,4.22e-05,1.48e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,1.92e-05,null,null,null,null,8.39e-05,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0003933,4.23e-05,null,null,null,null,null,0.0368943,null,null,null,null,null,null,0.000148,null,null,null,null,null,null,1.82e-05,4.56e-05,1.6e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,2.07e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,0.0002068,0.0001097,null,null,null,null,null,null,null,null,null,null,null,null,2.92e-05,null,null,null,null,null,null,2.02e-05,4.67e-05,2.18e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,5.71e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,0.0001181,null,null,null,null,null,null,null,null,null,null,null,null,0.0589775,null,null,null,null,null,null,2.18e-05,5.04e-05,2.35e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,6.15e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,4.74e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,1.94e-05,4.86e-05,1.72e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,2.34e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,0.0130699,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0449949,null,0.0423066,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0409091,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,9.06e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.25e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,4.63e-05,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0174727,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0207556,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0011844,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_Dopt.json b/tests/fixtures/r/fsm_lalonde60_Dopt.json new file mode 100644 index 0000000..194dfea --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_Dopt.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt"},"z":[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],"selected":[50,33,8,15,60,58,48,9,30,42,57,22,54,45,18,49,17,11,29,10,36,59,12,41,7,56,31,52,38,16,55,37,51,39,5,14,20,32,13,19,46,26,21,2,25,53,35,1,28,40,34,4,27,23,3,6,43,24,44,47],"criteria":[[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,33978.1344843,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,null,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3213.2742902,3300.040591,3213.2742902,3300.040591,4463.6399447,3213.2742902,4143.2471781,24758.7339078,15251.7013373,6286.078033,3996.1502948,6153.8060208,5073.5485379,6113.7576907,23267.564205,3824.3110852,5146.1764522,10102.7659112,5160.2952764,4812.4903865,4852.5692252,20795.9808308,2990.6881956,2184.1975169,3490.469625,4003.4071199,3495.3881046,2701.6892481,13174.1514101,14633.2203936,13173.3735144,4243.3587247,null,3535.6581219,4677.2949185,7342.1702437,7537.8371092,5232.0066326,7071.3676,4517.7397672,8700.3399101,13403.3520513,2389.746845,1805.8573109,13556.652811,4050.2535697,1813.3630897,12523.1288196,9144.5548481,null,5399.5918237,9327.0605962,4320.4460969,9693.8352783,6661.884533,8410.3204585,11017.5806398,18322.798474,12730.2491105,18465.8260962],[3123.2601008,3201.5100658,3123.2601008,3201.5100658,4356.6486079,3123.2601008,4024.1868649,null,15332.160034,6202.3518639,3937.0534116,6151.0154282,4973.9195755,4831.3336314,22752.4761536,3786.9365216,5130.3879706,10262.5836714,5161.1888241,5082.3235768,4870.2094117,13737.405175,3024.1616063,2232.8966186,3533.7530737,3547.9143374,3557.2782398,3307.7704979,13189.150088,14638.197131,13197.4479813,5930.5338054,null,3615.5318171,4740.4046576,15589.2030465,5751.7401438,5307.9823926,7748.6611813,4513.0046386,9019.674096,14240.6256609,2571.2147746,1970.1422781,13537.9140506,4195.8302387,1924.1466824,17851.4079334,5885.3741977,null,6087.2999473,9431.1200888,4592.7345266,9908.6742921,7063.0445745,6743.0417135,11320.7479188,17950.9916221,12563.2034818,19234.3834368],[3060.2833684,3172.4275021,3060.2833684,3172.4275021,4359.1049728,3060.2833684,3950.3861621,null,14929.9809782,6212.7684981,3830.9878092,5825.686542,4975.6247145,5477.7222209,null,3673.9590377,5060.1622077,10085.5471498,5082.9996139,4283.8186057,4743.2865826,13093.1070006,2937.7566195,2106.2208769,3392.4038601,3666.9625103,3408.6550428,2667.1313205,13137.7826615,14555.2401843,13129.5441618,4077.2527451,null,3459.5622164,4527.8930763,7340.944327,6456.2752241,5079.9743539,6444.2492022,4363.0855103,8443.212061,13296.7579503,2375.7862937,1782.7307529,13357.3866611,4009.7508193,1794.3464724,12457.5444446,7040.7578646,null,5399.247586,8990.5928948,4319.1003491,9198.8483193,6645.6079477,7610.2747487,11011.4367766,17682.8687455,11950.4961207,18313.4146296],[3014.5935552,2940.3166577,3014.5935552,2940.3166577,3877.0996195,3014.5935552,3990.9924547,null,15317.2316246,5457.1175594,3918.1281585,6115.4368346,4956.8329152,3461.6920484,null,3770.8276426,5084.4740033,9810.8605195,5160.6965999,5018.0568099,4832.9687891,12279.1311679,2615.519998,2162.2711057,3526.6419544,2557.0983797,3551.8496261,3035.7034515,13174.2392448,14601.0197632,13185.0243735,5921.6053903,null,3611.5589355,4714.4732494,15443.0967507,4778.1001214,5306.2445249,7668.484235,4467.4882619,8500.4760152,10449.0823805,2240.1784908,1814.9580307,13511.364734,4195.4125481,1923.7501456,15812.6957873,3338.1927404,null,6087.2717651,8869.4598604,4576.5247008,9908.2769052,7008.1974044,5780.4662589,11301.3469441,17857.7537217,12500.9417232,null],[2843.3236771,2940.3084406,2843.3236771,2940.3084406,3714.5330036,2843.3236771,3308.5384064,null,15210.7683462,4740.0342447,3298.1998944,5841.9269615,4550.3695393,3461.0691713,null,3204.8656121,4793.1529178,7802.4770208,4326.6848725,4866.131911,4612.4068424,12198.5431795,2280.8931391,2120.8423576,3151.973848,2423.2771859,3218.8622482,2971.8380824,13171.0567459,14596.4143943,13176.6576081,5350.2357044,null,3317.795185,4581.6217531,15441.2129852,3682.7716295,4812.1247578,6004.8990856,4376.0389658,6631.01841,8430.3386099,1617.9950068,1670.3772764,13450.7163644,4033.9722974,1683.9466538,15638.7608672,2614.1143411,null,6034.199754,7529.4501523,4512.9664255,9854.7441222,6187.3375829,5265.898407,11285.9829228,null,3290.3487865,null],[2773.6735569,3171.6916953,2773.6735569,3171.6916953,4127.9022391,2773.6735569,2937.7620867,null,14454.9022874,5118.8491857,2857.7936321,5753.3989296,4699.4983866,5312.489737,null,2809.9062344,5046.1679346,6679.6974839,4758.7190327,4268.6732362,4743.2732013,12595.5651914,2351.5424305,2068.7476008,2900.0245838,3384.6786799,2992.9711562,2183.1831724,13061.3299373,14391.9446813,13018.3469841,4068.0606129,null,3114.0845226,4500.1820563,6553.4182116,5654.0759563,5028.1398409,6432.9459905,4232.7986311,8439.8702392,12468.8547283,1149.4148626,1423.5592984,13123.716592,3880.2059284,1403.8692503,null,6391.0942164,null,5344.7040241,8968.7566541,4020.00709,7911.0205505,4532.2672261,6721.1765352,10766.9293468,null,8660.6635648,null],[2659.1129248,2778.7594616,2659.1129248,2778.7594616,3574.1793148,2659.1129248,3205.8201335,null,null,4642.1808574,3120.1489512,5832.5798689,4201.2742309,3324.2611198,null,3054.7249688,4692.9634887,7634.2229926,4221.9039806,3868.3647975,4463.7927012,11685.5103559,2240.0149803,2071.4186577,3089.6967482,2320.9515282,3172.6066203,1940.2566169,13149.7274731,14525.3976257,13144.0672247,1147.0310757,null,3285.1832633,4342.5373016,5329.836943,3446.4128879,4530.5448051,5829.0136309,3649.4115074,6592.9280073,6826.8016134,1618.0212188,1669.8787686,13411.6137044,4032.1575443,1670.1885429,null,2395.1295681,null,4021.9611564,7519.6920179,4461.9272854,8698.7744243,5942.7890587,5095.5043034,11060.8259518,null,3288.6249955,null],[2660.0535862,3070.2410059,2660.0535862,3070.2410059,4037.9585055,2660.0535862,2797.6794559,null,null,5043.8009466,2736.4632925,5374.8420317,4655.0953218,5250.2496509,null,2693.5914298,4697.6201853,6588.4848706,4423.4099634,3978.4481177,4377.3151889,11420.7783721,2282.1339554,1982.6639531,2802.7148901,3275.227525,2900.148483,2007.7565738,5373.5045639,null,5370.8555775,3905.0693606,null,3025.6431671,4107.3158779,6075.3641726,5643.1892327,4640.3028917,6206.4589103,3871.6960286,8110.1935999,12408.8853119,1101.1605027,1366.7415106,5719.8635694,3808.2328146,1364.9539844,null,6354.299008,null,5180.2035858,8626.0132724,3980.5311697,7347.7052751,4515.7004243,6713.0085691,10741.6494795,null,8629.5709206,null],[2536.6583839,2989.1134429,2536.6583839,2989.1134429,3990.2920877,2536.6583839,2689.3660318,null,null,5020.3303441,2560.7137372,5372.7061617,3972.4410439,3792.7551412,null,2516.5573816,4565.4537576,6587.9656979,4336.0817172,3794.2719872,4247.3525153,10494.1157662,2231.103896,1852.75541,2620.500138,2702.9269696,2716.6278717,1884.5020329,5106.9162005,null,5105.8408445,2552.9710218,null,2840.8124233,3980.6267858,4124.4883399,3808.2934476,4558.2769131,4460.5684823,3574.8763784,4557.8201114,null,1045.9530554,1275.8141129,5612.9122887,3618.1188083,1031.899251,null,4899.7960203,null,5122.6124642,5419.6656292,3835.9826389,7238.8400218,4410.5763276,5690.1816763,10531.1142972,null,3205.6375832,null],[2603.4683782,2768.3563187,2603.4683782,2768.3563187,3573.2388527,2603.4683782,3050.6501743,null,null,4617.0814445,2978.5053008,5219.8191871,4180.3057253,3315.4941202,null,2908.0140906,4199.5379154,7585.8611016,3906.1024114,3452.8537347,3988.9039186,11457.8945095,2240.0573839,1995.2805923,2921.8344531,2173.3813239,2999.2358447,1826.9638039,5850.3159101,null,5808.6182082,1068.0100089,null,3106.2157565,3894.7918262,4668.8657002,3406.4641753,4258.0609953,5735.354572,3285.4150953,6394.7712981,null,1616.3307931,1639.1014732,6175.087265,3829.9206076,1654.6454498,null,2393.4408336,null,3560.3835722,7467.363372,4330.4876529,8389.8384291,5867.0199709,5009.5506333,null,null,3122.6827556,null],[2594.9696166,2662.2301691,2594.9696166,2662.2301691,3260.587469,2594.9696166,3037.6523923,null,null,3960.633999,2963.4029797,4655.12493,3767.617307,3203.2540867,null,2896.9525601,3649.910243,5964.0141601,2990.1851334,3193.5191983,3490.5115705,null,1820.5798613,1955.83178,2920.6750029,2111.0910984,2998.9866439,1324.0828755,5298.0738219,null,5282.3866632,781.1512092,null,3106.250697,3468.5566524,3685.2108996,2691.760585,3534.1395618,541.7696415,2971.9320034,830.2331339,null,1048.0003317,1368.1559168,5742.3676432,3824.8310305,1341.1562006,null,1539.8030686,null,3362.1813331,1307.3085776,4146.6560298,8266.0555093,5249.2295709,4538.2277945,null,null,2657.4354503,null],[2531.7826997,2637.9792904,2531.7826997,2637.9792904,2746.8906698,2531.7826997,2472.9153781,null,null,2666.6258744,2251.8256376,4781.2373393,2316.4145986,3462.7603698,null,2082.0242456,4434.4326671,2446.9751304,4266.5073791,3549.1453532,4223.2968311,null,1873.4441627,1549.9156056,1469.5573587,2412.828365,1333.1253073,1864.3985128,4848.8805461,null,4942.286591,2074.1023917,null,1203.367124,3956.647088,3406.6432257,2933.1108189,3776.3530524,4303.3189472,3423.0824819,4208.2034128,null,1045.5460019,979.0278068,5569.6467816,751.073072,804.7394597,null,4800.2885923,null,792.0205162,4839.4089769,246.7596143,null,18.2255212,1186.6571047,null,null,2130.2798965,null],[2497.0516792,2438.2265894,2497.0516792,2438.2265894,2859.114697,2497.0516792,2985.4272755,null,null,3467.7231353,2959.7831745,4287.1488247,3443.684002,2731.2954879,null,2896.0610492,2921.6492902,4467.2978797,1767.9361407,3073.5333029,2414.987302,null,1790.2296232,1899.2018149,2762.0192144,1961.7420139,2758.7204222,1001.2087419,4335.5791376,null,4131.202055,554.403363,null,2767.5062967,1745.6293194,1157.6728148,2673.8764396,789.7532875,489.7368958,1199.0280145,831.0071936,null,906.3615333,1079.9851314,null,2923.4964608,1010.9591059,null,1359.3588028,null,3153.9879508,597.5537173,2096.3167704,null,1584.3476803,1594.2782364,null,null,2329.626826,null],[1998.1147316,2082.169716,1998.1147316,2082.169716,2168.5782541,1998.1147316,1879.9370299,null,null,2105.8178053,1777.1550088,3122.6178057,2115.0912026,3316.6046512,null,1643.1689558,2984.5542382,null,2714.9585965,2355.5789935,2642.9930985,null,1479.0182523,1223.2521922,1159.9471342,2116.6317627,1052.3222763,881.9306841,121.036854,null,98.5086857,1482.4154343,null,949.9696575,2170.1931816,573.545809,2929.7801767,1803.5718526,2927.3013885,1806.8632775,2029.9274484,null,825.5301379,772.8482834,null,593.2815724,708.4069561,null,4761.3268633,null,213.3030098,2269.1938284,195.5048759,null,15.4965753,1154.3266245,null,null,2130.6350892,null],[1957.8091933,2040.1416587,1957.8091933,2040.1416587,2124.8803246,1957.8091933,1844.1264341,null,null,2063.5387041,1741.4410813,2883.5127754,1235.5407913,567.8886372,null,1610.1674413,2978.3544513,null,2710.6514322,1922.4910009,2639.0201565,null,1449.18576,1198.6142569,1136.754952,317.3431415,1031.3223473,791.01803,83.6403217,null,58.214262,1424.9167641,null,931.0579497,2168.7802674,166.0739636,245.5875983,1803.7432351,823.2585457,1807.2484949,739.2167481,null,808.9031158,757.2872098,null,581.68243,501.9997131,null,null,null,108.3622847,303.7001123,191.9654676,null,15.7406122,92.5207228,null,null,227.465764,null],[1958.0823127,1194.423576,1958.0823127,1194.423576,620.0374516,1958.0823127,2882.4035794,null,null,226.8122903,2883.7494091,30.4955231,404.9089333,1150.9068922,null,2856.6555817,null,null,234.9092548,10.8942925,36.8246273,null,557.2427024,1825.7820786,2749.9845224,1862.7990471,2723.7428202,846.3450635,2067.238713,null,2089.4822531,85.7621595,null,2697.6715431,28.1535461,976.3263001,187.7036633,189.3494623,221.6964344,17.8124339,203.0410654,null,487.5130303,1009.2294953,null,2595.0906851,873.5906029,null,null,null,2052.3806488,539.8370705,1560.1790657,null,789.9249982,965.4449179,null,null,844.1979682,null],[0.7430677,0.6316921,0.7430677,0.6316921,0.6778993,0.7430677,1.0041974,null,null,0.8133097,null,2.032207,0.8292408,0.851165,null,0.9933223,null,null,1.2127276,1.3648195,1.4078567,null,0.4599264,0.6666059,1.0200947,0.9007456,1.0401586,0.5039395,3.5420929,null,3.461364,0.582105,null,1.0655709,1.2102955,2.3714801,0.8232706,0.9181806,1.0690939,0.9328578,1.2137187,null,0.3748541,0.4836192,null,1.2207035,0.4664244,null,null,null,1.7473645,1.0246032,1.1614588,null,1.324628,1.3677958,null,null,1.864397,null],[1.7238271,1.8603712,1.7238271,1.8603712,2.0899078,1.7238271,1.7166082,null,null,2.25811,null,1.0289933,1.2720669,0.9918387,null,1.471903,null,null,0.9689491,0.7622852,0.8949725,null,1.4401933,1.1040702,1.1309897,0.7938413,1.0615595,1.330285,null,null,0.7881983,0.7950902,null,0.9984486,0.7848256,2.2242178,0.778919,0.8380846,1.4740971,0.7055761,1.5273759,null,0.8690714,0.7687324,null,0.8091975,0.5106381,null,null,null,0.9039095,1.6826334,0.5416919,null,0.5123892,0.8277619,null,null,1.6761769,null],[0.7022065,0.6309018,0.7022065,0.6309018,0.6566074,0.7022065,0.8439874,null,null,null,null,1.2907705,0.7677442,0.8479876,null,0.820844,null,null,0.9062051,0.8891865,0.9064409,null,0.4576144,0.5644979,0.7764804,0.7045883,0.776846,0.3830836,null,null,0.7637662,0.529739,null,0.7817943,0.788567,1.5987655,0.7712871,0.7278728,1.0448834,0.6214108,1.1238373,null,0.3700489,0.4244005,null,0.8474132,0.4268464,null,null,null,0.9644576,1.0219838,0.8320811,null,1.036416,1.0375696,null,null,1.2684456,null],[0.7318438,0.6614519,0.7318438,0.6614519,0.664463,0.7318438,0.8902856,null,null,null,null,0.8517415,0.5041523,0.7519732,null,0.8104991,null,null,0.8664654,0.6725709,0.7526738,null,0.4708544,0.5494329,0.7139688,0.6733925,0.6968672,0.614445,null,null,0.7430455,0.7499859,null,0.6825781,0.7215215,null,0.6509841,0.8333392,1.4315777,0.66799,1.5223536,null,0.3313333,0.3663476,null,0.6535454,0.2739482,null,null,null,0.8392802,1.6176108,0.5015406,null,0.5123504,0.6764859,null,null,1.6735565,null],[0.6955269,0.6303759,0.6955269,0.6303759,0.6553213,0.6955269,0.8129905,null,null,null,null,1.1921788,0.7619384,0.8273221,null,0.799825,null,null,0.85566,0.8812607,0.8272605,null,0.4570032,0.5554548,0.7527982,0.5802643,0.7524732,0.2573685,null,null,0.6994382,0.4852695,null,0.7567209,0.7131031,null,0.7669375,0.6831591,1.0331957,0.584062,1.1221451,null,0.3699199,0.4221501,null,0.8194384,0.4259836,null,null,null,0.678301,1.0198738,0.8166913,null,1.0298786,1.0096778,null,null,null,null],[0.7157,0.6525884,0.7157,0.6525884,0.6607133,0.7157,0.8625279,null,null,null,null,null,0.4774481,0.6048541,null,0.7914512,null,null,0.8370529,0.5900897,0.7363892,null,0.4708142,0.5456886,0.7051135,0.5488986,0.6899576,0.6014007,null,null,0.7406518,0.6831829,null,0.6773729,0.7125578,null,0.602107,0.8221808,0.9663447,0.6604036,1.0887053,null,0.3277903,0.3656394,null,0.6527481,0.2736003,null,null,null,0.8275537,1.0735502,0.4948946,null,0.4757622,0.6754764,null,null,null,null],[0.7155631,0.652558,0.7155631,0.652558,0.6601968,0.7155631,0.8602424,null,null,null,null,null,0.4769381,0.5983332,null,0.7899561,null,null,0.703591,0.5187648,0.5937582,null,0.4708115,0.5440119,0.7017306,0.5137249,0.6859838,0.5611356,null,null,0.6836067,0.670306,null,0.6727609,0.5807581,null,0.6015678,0.709232,0.5046426,0.5628304,null,null,0.3268362,0.3633254,null,0.6451078,0.2712357,null,null,null,0.7353075,0.584597,0.4840132,null,0.4610682,0.6456121,null,null,null,null],[0.55951,0.4647415,0.55951,0.4647415,0.4571545,0.55951,null,null,null,null,null,null,0.502629,0.5937798,null,0.7191357,null,null,0.4477904,0.4291356,0.4001465,null,0.3489348,0.5029687,0.7163473,0.5124198,0.7243711,0.2386498,null,null,0.6612824,0.3246488,null,0.7358832,0.3724132,null,0.5713044,0.4342175,0.9001357,0.3294235,null,null,0.334187,0.3993931,null,0.8168154,0.3944084,null,null,null,0.6546062,0.9665663,0.8112747,null,0.9905116,0.9952671,null,null,null,null],[0.3968398,0.3994449,0.3968398,0.3994449,0.465141,0.3968398,null,null,null,null,null,null,0.4070231,0.5356959,null,0.4271801,null,null,0.604539,0.4950455,0.535473,null,0.3245794,0.3005111,0.3938051,0.4019204,0.3910689,0.3848657,null,null,0.6570069,0.5990668,null,0.3905757,0.5383738,null,0.6006796,0.6498776,0.501852,0.5258194,null,null,0.2299253,0.2243773,null,0.4110333,0.1863537,null,null,null,0.5584702,0.5845918,0.3688122,null,0.4230382,null,null,null,null,null],[0.533117,0.4566082,0.533117,0.4566082,0.4568337,0.533117,null,null,null,null,null,null,0.4987112,0.5679891,null,0.6415404,null,null,0.4413647,0.4247976,0.3992585,null,0.3326851,0.4165703,0.5822371,0.4340141,0.5737313,0.2194675,null,null,null,0.3239772,null,0.5677536,0.3632857,null,0.5297289,0.389427,0.883402,0.3162663,null,null,0.2671313,0.2896827,null,0.5691227,0.2694275,null,null,null,0.4387189,0.9473491,0.4762623,null,0.5550202,null,null,null,null,null],[0.3905202,0.394453,0.3905202,0.394453,0.4613204,0.3905202,null,null,null,null,null,null,0.4057773,0.5332274,null,0.4201806,null,null,0.5852372,0.4764246,0.5129397,null,0.3220672,0.2962249,0.3882829,0.3966103,0.3858887,0.3767277,null,null,null,0.5891125,null,0.3857266,0.5136857,null,0.6006764,0.6264816,0.4918669,0.5027374,null,null,0.2286224,0.2223579,null,0.407399,0.1852841,null,null,null,0.5503669,null,0.3675818,null,0.4229407,null,null,null,null,null],[0.5120213,0.4507165,0.5120213,0.4507165,0.4567653,0.5120213,null,null,null,null,null,null,0.4982132,0.5625101,null,0.5967814,null,null,0.4022719,0.4172494,0.3828361,null,0.332677,0.3973203,0.5392927,0.414917,0.5312347,0.2182278,null,null,null,0.3022161,null,0.5257023,0.3476857,null,0.525867,null,0.5105793,0.3026512,null,null,0.2671181,0.2854782,null,0.5288297,0.2668384,null,null,null,0.414856,null,0.4607215,null,0.5526588,null,null,null,null,null],[0.3342291,0.324219,0.3342291,0.324219,0.3728534,0.3342291,null,null,null,null,null,null,0.4429749,0.4786703,null,null,null,null,0.3587894,0.4146937,0.3646517,null,0.2695516,0.2562893,0.3443438,0.3208145,0.3430135,0.1751219,null,null,null,0.2996651,null,0.3440908,0.335188,null,0.5087459,null,0.5043978,0.2967244,null,null,0.2250379,0.2119701,null,0.3724752,0.2064977,null,null,null,0.3511709,null,0.3847503,null,0.5283726,null,null,null,null,null],[0.3793692,0.3915789,0.3793692,0.3915789,0.4613178,0.3793692,null,null,null,null,null,null,0.4057723,0.5295837,null,null,null,null,0.3742744,0.35163,0.3426689,null,0.3212707,0.2773131,0.3523694,0.383128,0.3479304,0.3759644,null,null,null,0.4329248,null,0.3456669,0.329988,null,0.6005092,null,0.4681892,0.3217661,null,null,0.225005,0.209784,null,0.3583676,0.1729877,null,null,null,0.5219529,null,0.3248635,null,null,null,null,null,null,null],[0.3760363,0.3837647,0.3760363,0.3837647,0.4471412,0.3760363,null,null,null,null,null,null,0.309317,0.3659,null,null,null,null,0.3733339,0.3276213,0.3393559,null,0.3112333,0.2760827,0.3523499,0.3210983,0.34793,0.3758015,null,null,null,0.4303358,null,0.345657,0.3278507,null,null,null,0.4503585,0.3215748,null,null,0.2189938,0.2075877,null,0.3580348,0.1552252,null,null,null,0.5170855,null,0.3246673,null,null,null,null,null,null,null],[0.3324735,0.3239722,0.3324735,0.3239722,0.3727436,0.3324735,null,null,null,null,null,null,0.4415873,0.4738744,null,null,null,null,0.3587736,0.4024621,0.364611,null,0.2648332,0.2375469,0.3177447,0.3204299,0.3109989,0.172111,null,null,null,0.2987958,null,0.3061593,0.333497,null,null,null,0.4848297,0.293134,null,null,0.1982423,0.1759145,null,0.3058619,0.1743707,null,null,null,null,null,0.2672773,null,null,null,null,null,null,null],[0.3510383,0.3726844,0.3510383,0.3726844,0.4443935,0.3510383,null,null,null,null,null,null,0.3089311,0.3632268,null,null,null,null,0.3689049,0.3270173,0.3389326,null,0.3037056,0.2363542,0.2887629,0.2782562,0.2808316,0.3148005,null,null,null,0.3817241,null,0.274953,0.3261548,null,null,null,null,0.3147541,null,null,0.2026162,0.174892,null,0.2719644,0.1330792,null,null,null,null,null,0.2413691,null,null,null,null,null,null,null],[0.3276504,0.3198382,0.3276504,0.3198382,null,0.3276504,null,null,null,null,null,null,0.4391362,0.4687678,null,null,null,null,0.3483564,0.3896138,0.3563541,null,0.2639967,0.2364458,0.3162751,0.3169093,0.3099563,0.1702627,null,null,null,0.2875053,null,0.3054704,0.3282068,null,null,null,null,0.2888568,null,null,0.1981883,0.1759097,null,0.3058576,0.1743199,null,null,null,null,null,0.2652166,null,null,null,null,null,null,null],[0.2785522,0.266403,0.2785522,0.266403,null,0.2785522,null,null,null,null,null,null,0.3352406,null,null,null,null,null,0.3321339,0.3531859,0.3403545,null,0.2284832,0.2112178,0.2939984,0.2374132,0.290692,0.1504689,null,null,null,0.2836339,null,0.2889998,0.3191598,null,null,null,null,0.2848507,null,null,0.1823872,0.1624251,null,0.2983743,0.1511836,null,null,null,null,null,0.2646931,null,null,null,null,null,null,null],[0.2673613,0.2641029,0.2673613,0.2641029,null,0.2673613,null,null,null,null,null,null,0.2422536,null,null,null,null,null,0.3627254,null,0.3279042,null,0.2133698,0.193826,0.2612147,0.2749522,0.2576864,0.2538726,null,null,null,0.3799238,null,0.2558276,0.3221234,null,null,null,null,0.3127513,null,null,0.1553043,0.1434689,null,0.265087,0.1173466,null,null,null,null,null,0.2406779,null,null,null,null,null,null,null],[0.2762728,0.2602687,0.2762728,0.2602687,null,0.2762728,null,null,null,null,null,null,0.3125838,null,null,null,null,null,0.2743884,null,0.269855,null,0.2217467,0.2109759,0.2937726,0.2339487,0.2902761,0.1489244,null,null,null,null,null,0.2883363,0.2569484,null,null,null,null,0.2296991,null,null,0.1798986,0.1620524,null,0.2961447,0.1497654,null,null,null,null,null,0.2617561,null,null,null,null,null,null,null],[0.2644865,0.2623527,0.2644865,0.2623527,null,0.2644865,null,null,null,null,null,null,null,null,null,null,null,null,0.3067532,null,0.2768045,null,0.2120522,0.1900914,0.2559014,0.2704114,0.2521895,0.2415112,null,null,null,null,null,0.2501439,0.2693155,null,null,null,null,0.2507019,null,null,0.1533864,0.1403803,null,0.258625,0.115813,null,null,null,null,null,0.234695,null,null,null,null,null,null,null],[0.249504,0.2190165,0.249504,0.2190165,null,0.249504,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2582743,null,0.1805353,0.1974971,0.2879044,0.2229893,0.2855585,0.1385242,null,null,null,null,null,0.2846438,0.2499164,null,null,null,null,0.2267576,null,null,0.1557208,0.1485969,null,0.2952985,0.1331364,null,null,null,null,null,0.2615831,null,null,null,null,null,null,null],[0.2559382,0.2572078,0.2559382,0.2572078,null,0.2559382,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2163132,null,0.2102312,0.1832908,0.2452522,0.2681419,0.2418812,0.2415007,null,null,null,null,null,0.240171,0.2112566,null,null,null,null,0.2010023,null,null,0.1523183,0.1375276,null,null,0.1132286,null,null,null,null,null,0.2309962,null,null,null,null,null,null,null],[0.2186265,0.2043489,0.2186265,0.2043489,null,0.2186265,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2570712,null,0.1743512,0.1612881,0.2279301,null,0.2243891,0.1316832,null,null,null,null,null,0.2222677,0.248155,null,null,null,null,0.2253783,null,null,0.1470334,0.1267473,null,null,0.1167465,null,null,null,null,null,0.2123663,null,null,null,null,null,null,null],[0.2458635,0.2523854,0.2458635,0.2523854,null,0.2458635,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2089369,0.1738181,0.2288024,null,0.2255613,0.2362889,null,null,null,null,null,0.2239805,0.2112402,null,null,null,null,0.2010021,null,null,0.1512338,0.1334494,null,null,0.1039378,null,null,null,null,null,0.2227643,null,null,null,null,null,null,null],[0.2143882,null,0.2143882,0.1986149,null,0.2143882,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1687308,0.1586407,0.2262629,null,0.2229025,0.1316539,null,null,null,null,null,0.2209513,0.198667,null,null,null,null,0.1833171,null,null,0.1432733,0.124177,null,null,0.1143446,null,null,null,null,null,0.2118876,null,null,null,null,null,null,null],[0.2005657,null,0.2005657,0.2015237,null,0.2005657,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.171431,0.1484198,null,null,0.206582,0.2097426,null,null,null,null,null,0.207377,0.2102902,null,null,null,null,0.2007058,null,null,0.1315777,0.1171911,null,null,0.095885,null,null,null,null,null,0.2208695,null,null,null,null,null,null,null],[0.1959326,null,0.1959326,0.2002845,null,0.1959326,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1700597,0.1363864,null,null,0.1842321,0.2054959,null,null,null,null,null,0.1829044,0.2088551,null,null,null,null,0.1982025,null,null,0.1253902,0.1047534,null,null,0.08575,null,null,null,null,null,null,null,null,null,null,null,null,null],[0.1839547,null,0.1839547,0.1807748,null,0.1839547,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1617579,0.1319282,null,null,0.1819005,0.1253453,null,null,null,null,null,0.1806892,null,null,null,null,null,0.183045,null,null,0.1380183,0.1113226,null,null,0.1053297,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1953574,0.1997163,null,0.1953574,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.169405,0.135697,null,null,0.1835149,0.2053327,null,null,null,null,null,0.1821668,null,null,null,null,null,0.1653458,null,null,0.124614,0.1039691,null,null,0.0848416,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1553731,0.1558638,null,0.1553731,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1480656,0.1140916,null,null,0.162617,null,null,null,null,null,null,0.1630143,null,null,null,null,null,0.1828909,null,null,0.1313749,0.1027227,null,null,0.0993184,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.155263,0.1555543,null,0.155263,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1470472,0.113725,null,null,0.1624351,null,null,null,null,null,null,0.1627914,null,null,null,null,null,null,null,null,0.1297292,0.1016028,null,null,0.0981804,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1820943,0.1826079,null,0.1820943,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.152412,0.1265047,null,null,0.1775815,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1122779,0.0948613,null,null,0.0811547,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1570345,null,null,0.1570345,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1323347,0.113212,null,null,0.1678773,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.102539,0.0869278,null,null,0.0772467,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1424572,null,null,0.1424572,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1447918,0.1002686,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1271961,0.0944882,null,null,0.0930439,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.1333992,null,null,0.1333992,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0945257,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1137553,0.0867831,null,null,0.086271,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,0.142679,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0989514,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1003204,0.0800232,null,null,0.0727374,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0885001,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.096375,0.0751923,null,null,0.0703385,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0853101,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0828252,null,null,0.083606,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.0698824,null,null,0.0667342,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.080187,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_Dopt_average.json b/tests/fixtures/r/fsm_lalonde60_Dopt_average.json new file mode 100644 index 0000000..852932f --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_Dopt_average.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt average"},"z":[2,1,2,1,2,1,1,1,2,1,2,1,2,1,2,2,2,1,2,2,1,2,1,1,1,2,2,2,1,2,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,1,1,1,1,2,2,1,1,2,2,2,1,2,1,2],"selected":[1,2,33,50,29,31,36,45,9,42,10,22,5,59,17,12,49,51,30,21,56,4,15,48,23,19,52,26,35,3,58,57,6,13,18,39,43,8,40,38,32,41,11,7,16,24,14,55,44,60,28,53,25,20,27,47,37,34,46,54],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.0017992,0,0.0017992,0.0017992,0.0105073,0.1022228,0.005732,0.0054865,0.0091392,0.0001316,0.002778,0.0819489,0,0.0113132,0.0008338,0.0040329,0.0005908,0.025561,5.4e-05,0.2980901,0.00013,0.0114495,0.0223263,0.1669378,0.0256589,0.0675558,0.0534924,8.6e-05,0.0486291,0.1002415,1.2963827,0.0292232,0.0006223,0.4496355,0.0499265,0.0079016,0.122346,0.0071841,0.0978306,0.3162485,0.0057741,0.0140198,0.0275482,0.045798,0.0264106,0.1833488,0.255623,0.6637309,0.227221,0.1678584,0.0609773,0.0432371,0.0783256,0.2206787,0.140975,0.1422728,0.2654387,0.0147866],[null,null,0,0.0017992,0.007197,0,0.0036105,0.0768983,0.0139541,0.0135696,0.0028283,0.0029042,0.0001059,0.0594626,0.0017835,0.0040891,0.0050827,0.0004447,0.000328,0.013797,0.0024765,0.2535714,0.0009619,0.0041712,0.0114495,0.1340751,0.0138689,0.0473052,0.0749127,0.0026719,0.0691362,0.0751812,null,0.0165201,0.0003053,0.3945487,0.03277,0.0021598,0.0944716,0.0017928,0.0730953,0.2703399,0.001127,0.0057741,0.0434281,0.0294421,0.014423,0.1488223,0.2145303,0.5964153,0.1885813,0.1349003,0.0418277,0.0273961,0.0563823,0.1826254,0.1109215,0.112073,0.2235302,0.0062699],[null,null,1.6665145,1.7285103,1.7953041,1.6665145,1.5869051,1.3794303,1.8510898,1.8482741,1.5955651,1.7461035,1.652199,1.4031883,1.7282271,1.5821225,1.7734583,1.6374789,1.6923982,1.5198779,1.7397361,1.2971077,1.7113725,1.5813343,1.5314418,1.3308213,1.5195441,1.4240032,2.1509503,1.7427018,2.1281247,1.3815154,null,1.5079554,1.6914702,1.3100527,1.4558672,1.6040988,1.3606313,1.6094153,1.3841161,1.2964469,1.6208508,1.5674502,2.017213,1.4646902,1.51701,1.3229289,1.3017934,null,1.3078199,1.3303408,1.4349358,1.4704896,1.4080733,1.3095909,1.3464749,1.3455877,1.3002832,1.5636226],[null,null,0.7952203,0.8412969,0.8921715,0.7952203,0.7381617,0.6122084,0.9354625,0.933262,0.7442299,0.8545842,0.7847665,0.6234105,0.8410837,0.7348271,0.875408,0.774099,0.814307,0.6926665,0.8497653,0.6147982,0.8284387,0.7342787,0.7003055,0.5969474,0.6924475,0.6343355,null,0.8520084,1.1581505,0.613125,null,0.6848985,0.8136187,0.6744951,0.6525113,0.750246,0.6046897,0.7540117,0.6142881,0.6202861,0.7621555,0.7246741,1.067709,0.6577924,0.6907876,0.5964154,0.6043277,null,0.5995026,0.5968891,0.640397,0.6613139,0.6258935,0.5986793,0.6001734,0.5999333,0.6064263,0.7220455],[null,null,1.2013886,1.2256925,1.2553941,1.2013886,1.1761992,1.1754929,1.2824871,1.2810754,1.1785434,1.2331937,1.1963066,1.1663798,1.2255738,1.174952,1.2453251,1.1913148,1.2111055,1.1622565,1.2304506,1.3252623,1.2186284,1.1747497,1.1640621,1.2159994,1.1622087,1.1615658,null,1.2317243,null,1.1745031,null,1.1607028,1.2107459,1.4732783,1.1583401,1.1809574,1.1865436,1.1825116,1.1733252,1.3420703,1.1859803,1.1713461,1.3726745,1.1581554,1.1618533,1.2281309,1.2872702,null,1.2630742,1.2166641,1.1599606,1.1581777,1.1650191,1.2576612,1.1981353,1.1989843,1.2958725,1.1704625],[null,null,2.2523636,2.2881503,2.3293348,2.2523636,2.2109079,2.1513986,2.3654403,2.3635849,2.2151216,2.2987574,2.2444961,2.1513424,2.287981,2.2086162,2.3155997,2.236581,2.2669833,2.1814338,2.2948973,2.2399191,2.2779993,2.208241,2.1860705,2.1678506,2.1813031,2.1536621,null,2.2966923,null,2.1512517,null,2.1768833,2.2664508,null,2.1603099,2.2193516,2.1543127,2.2220244,2.1511108,2.2522919,2.2278675,2.2017504,2.4800637,2.1626801,2.1803172,2.1746729,2.2128595,null,2.1964909,2.1682108,2.1555704,2.1643454,2.1517142,2.1929492,2.1589507,2.159333,2.2188587,2.200002],[null,null,1.6026627,1.6441406,1.691376,1.6026627,1.5537611,1.4733582,1.7324829,1.7303761,1.5587938,1.6563489,1.593469,1.4759051,1.6439455,1.551016,1.67567,1.5841848,1.6196684,1.5178513,1.65191,1.5501495,1.6324243,1.5505659,1.5236122,1.4839829,1.5176882,1.480433,null,1.6539746,null,1.473444,null,1.5121349,1.6190506,null,1.4903661,1.5638285,1.4741243,1.5670016,1.4735923,1.5620706,1.5739177,1.5427541,null,1.4936297,1.5164549,1.4897317,1.5244329,null,1.5092262,1.4842794,1.4834799,1.495879,1.4768005,1.505987,1.47707,1.4773434,1.5300827,1.5406402],[null,null,2.5127429,2.5350203,2.5630553,2.5127429,2.4910401,2.5089613,null,2.5877274,2.4929468,2.5420352,2.5082067,2.4963644,2.5349097,2.4900413,2.5534792,2.5038104,2.5215504,2.4811003,2.539464,2.6881667,2.5284656,2.4898805,2.4821272,2.5598074,2.4810755,2.4889639,null,2.540657,null,2.5076378,null,2.4803947,2.5212218,null,2.4823876,2.494945,2.5233328,2.4962476,2.5060521,2.7075038,2.4991935,2.4872303,null,2.4813791,2.4808968,2.5744338,2.6441699,null,2.615875,2.5606132,2.4861358,2.4808811,2.4943628,2.6095068,2.5379055,2.5389594,2.6541723,2.4865625],[null,null,2.786943,2.8208104,2.8606753,2.786943,2.7492328,2.7133026,null,2.8943315,2.7529548,2.8310014,2.7796316,2.7085901,2.8206483,2.7472227,2.8472964,2.7723379,2.8006699,2.7244581,2.827286,2.8431058,2.8111165,2.7468946,2.7281564,2.7439329,2.7243554,2.7075049,null,2.8290127,null,2.7127066,null,2.7209406,2.800167,null,2.709822,2.7567224,2.7207181,2.7591179,2.7120176,null,2.7643911,2.7412678,null,2.7111437,2.7235837,2.7542391,2.8074265,null,2.7852203,2.7444895,2.7078212,2.7121505,2.7081137,2.7803243,2.7294417,2.730106,2.8154288,2.7397691],[null,null,1.8017538,1.833578,1.8713997,1.8017538,1.766938,1.7414711,null,null,1.7703273,1.8432164,1.794938,1.735147,1.8334249,1.7651137,1.858673,1.7881645,1.8146083,1.7449269,1.8396996,1.8821728,1.8244333,1.7648164,1.7481215,1.7763816,1.744839,1.7327925,null,1.8413336,null,1.7407251,null,1.7419427,1.8141362,null,1.7333527,1.7737718,1.7503344,1.7759683,1.7398516,null,1.780819,1.7597389,null,1.7342198,1.7441794,1.7876325,1.8445482,null,1.8209492,1.7769924,1.7324836,1.7349343,1.7343623,1.8157202,1.7602953,1.7610427,1.8530136,1.7583941],[null,null,1.9926126,2.03261,2.0787764,1.9926126,1.9465119,1.8831185,null,null,1.9511807,2.0444886,1.9838399,1.8823431,2.0324205,1.9439748,2.063367,1.9750236,2.0089358,1.9140467,2.0401648,null,2.0212513,1.9435595,1.9191236,1.9038096,1.9139039,1.8844341,null,2.0421752,null,1.8828844,null,1.9090815,2.0083408,null,1.8912563,1.9558724,1.8870878,1.9588393,1.882642,null,1.9653306,1.9363842,null,1.8937644,1.9128266,1.9120233,1.9573104,null,1.9379889,1.9042451,1.8863391,1.8955387,1.882632,1.9337943,1.8929344,1.8934079,1.964371,1.9344539],[null,null,2.9396097,2.9663294,null,2.9396097,2.9123179,2.9169191,null,null,2.914825,2.9746166,2.9340579,2.9056711,2.9661983,2.9109885,2.9880477,2.9286217,2.9502637,2.8978119,2.9715843,null,2.9585401,2.9107733,2.899615,2.9654246,2.8977648,2.8995133,null,2.972992,null,2.9157103,null,2.8963118,2.9498687,null,2.8949186,2.9174168,2.9302968,2.9190902,2.9142688,null,2.9228361,2.9071673,null,2.8944725,2.8974167,2.9797775,3.0492924,null,3.0209199,2.9662123,2.8973555,2.8943469,2.9039567,3.0145615,2.944184,2.9451972,3.059363,2.906237],[null,null,2.152635,2.1862833,null,2.152635,2.1157483,2.0878149,null,null,2.119345,2.1964666,2.1454218,2.0813584,2.1861215,2.1138116,2.2127917,2.1382503,2.1662316,2.0923215,2.1927514,null,2.1766188,2.1134959,2.0957333,2.1239829,2.0922275,2.0790309,null,2.1944777,null,2.0870487,null,2.0891273,2.1657324,null,2.0798194,2.1229986,2.0969563,2.1253276,2.0861526,null,2.130469,2.1081019,null,2.0807817,2.0915222,2.1356886,2.1950249,null,2.1704048,2.124618,2.0787778,2.0815653,2.0805696,2.1649523,2.1072741,2.1080494,null,2.1066723],[null,null,3.134235,3.1680919,null,3.134235,3.0970529,3.0680517,null,null,3.1006836,3.1783316,3.1269713,3.0617596,3.1679291,3.0950973,null,3.1197467,3.1479207,3.0733441,3.1745961,null,3.1583712,3.0947784,3.0768072,3.1037828,3.0732486,3.0595616,null,3.1763318,null,3.0673008,null,3.0700954,3.1474183,null,3.0605295,3.1043701,3.0770453,3.1067194,3.0664235,null,3.111904,3.0893283,null,3.0615382,3.0725318,3.1153922,3.174348,null,3.14987,3.1044124,3.0593724,3.0623516,3.0610023,3.1444515,3.0872369,3.0880037,null,3.0878831],[null,null,3.2323111,3.26179,null,3.2323111,3.2015019,3.1972119,null,null,3.2043899,null,3.2261244,3.186943,3.2616463,3.1999623,null,3.2200365,3.2441153,3.1840652,3.267546,null,3.2532365,3.1997124,3.1863714,3.2438071,3.1840036,3.1816564,null,3.2690862,null,3.1960883,null,3.1820478,3.243679,null,3.1784131,3.2073576,3.2098313,3.2092653,3.1947532,null,3.2135158,3.1954973,null,3.1783442,3.1835454,3.2578734,3.3267342,null,3.298517,3.2445771,3.1799602,3.1784672,3.1854321,3.2922115,3.2231612,3.22414,null,3.1943992],[null,null,2.2646827,2.2936482,null,2.2646827,2.2346008,2.23294,null,null,2.2374053,null,2.2586206,2.2222662,2.2935067,2.2331079,null,2.2526634,2.2762677,2.2178586,2.2993153,null,2.2852327,2.2328658,2.2200382,2.2806108,2.2178007,2.2166607,null,2.3008322,null,2.2317787,null,2.2159752,2.2758391,null,2.2129759,2.2402918,2.2459232,2.2421495,2.2303973,null,2.2462938,2.2287886,null,2.2127927,2.2173707,2.2949145,null,null,2.3361449,2.2813944,2.2148073,2.2128422,2.2206778,2.3297557,2.2595641,2.2605638,null,2.2277293],[null,null,2.4082278,2.4420246,null,2.4082278,2.3714387,2.34687,null,null,2.3750059,null,2.4010057,2.3395878,2.4418617,2.3695206,null,2.3938363,2.4218658,2.3484421,2.4485367,null,2.4323025,2.3692082,2.3517509,2.3857742,2.3483513,2.3366888,null,2.4502754,null,2.3460222,null,2.3453688,2.4213646,null,2.3368009,2.3786352,2.3568485,2.3809516,2.3450271,null,2.3860718,2.3638786,null,2.3376099,2.3476704,2.3981903,null,null,null,2.386449,2.3361798,2.3382995,2.3386539,2.4290868,2.3679535,2.368784,null,2.3624694],[null,null,3.4033816,3.4381311,null,3.4033816,3.365243,3.3357956,null,null,3.3689652,null,3.3959284,3.3292649,3.437964,3.3632382,null,3.3885164,3.4174264,3.3409578,3.4448082,null,3.4281528,3.3629114,3.3445015,3.3727041,3.3408601,3.3269577,null,null,null,3.3350178,null,3.3376358,3.4169108,null,3.327889,3.3727453,3.3450991,3.3751544,3.3341087,null,3.3804716,3.3573257,null,3.3289099,3.3401269,3.3846797,null,null,null,3.3733537,3.3267402,3.3297358,3.3284747,3.4146425,3.3556271,3.3564189,null,3.3558447],[null,null,2.5059156,2.5361698,null,2.5059156,2.4742568,2.4693296,null,null,2.4772277,null,2.4995627,2.4589105,2.5360224,2.4726727,null,2.4933096,2.518033,2.4562813,null,null,2.5273936,2.4724155,2.4586659,2.516763,2.4562176,2.4535692,null,null,null,2.4681882,null,2.4541906,2.5175852,null,2.4503429,2.4802795,2.4821611,2.4822408,2.4668323,null,2.4866097,2.4680762,null,2.4502958,2.4557432,2.5311003,null,null,null,2.5175477,2.4518667,2.4504366,2.4573811,2.5661155,2.4957302,2.496727,null,2.4669453],[null,null,3.5042039,3.5353539,null,3.5042039,3.4712763,3.4617618,null,null,3.4743929,null,3.4976338,3.4520492,3.5352025,3.4696106,null,3.4911526,3.5167038,3.4520891,null,null,3.5263369,3.46934,3.4546946,3.5073188,3.4520189,3.4472645,null,null,null,3.4606862,null,3.4497646,3.5162425,null,3.4448083,3.4775864,3.4739586,3.479635,3.4594112,null,3.4841891,3.4647599,null,3.4449606,3.4514953,3.5212419,null,null,null,3.5080797,3.445836,3.4452296,3.450655,null,3.4869853,3.4879456,null,3.4635615],[null,null,2.6379032,null,null,2.6379032,2.600925,2.5776806,null,null,2.6045017,null,2.6306317,2.5699895,2.6718141,2.599003,null,2.6234179,2.6516454,2.5779725,null,null,2.6621697,2.59869,2.5812569,2.6180331,2.5778825,2.5668209,null,null,null,2.5767916,null,2.5749329,2.6511401,null,2.5666364,2.6081433,2.5880901,2.6104687,2.5757467,null,2.6156119,2.5933551,null,2.567383,2.5772081,2.6308397,null,null,null,2.6187296,2.5661962,2.5680357,2.5689859,null,2.5996111,2.6004711,null,2.591946],[null,null,3.5825544,null,null,3.5825544,3.5538221,3.5603864,null,null,3.556451,null,3.5766949,3.5481042,null,3.5524295,null,3.570963,3.5938112,3.5387428,null,null,3.6025647,3.5522042,3.540592,3.6129328,3.5386948,3.5413194,null,null,null,3.5590702,null,3.5372224,3.5933936,null,3.5361297,3.5591721,3.5749207,3.5609304,3.5574996,null,3.56487,3.5484341,null,3.5355811,3.5383401,3.6284308,null,null,null,3.6137837,3.5389135,3.5354009,3.5462223,null,3.5899666,3.5910632,null,3.5474634],[null,null,3.6877365,null,null,3.6877365,3.6546374,3.6461881,null,null,3.6577635,null,3.6811226,3.6361395,null,3.6529676,null,3.674602,3.7003277,3.6354751,null,null,3.710037,3.6526964,3.6380623,3.6929415,3.6354055,3.6311341,null,null,null,3.6450785,null,3.6331765,3.6998629,null,3.6284368,3.6609687,3.6587402,3.6630257,3.6437625,null,3.667601,3.6481094,null,3.6285387,3.6348868,null,null,null,null,3.6937204,3.6296113,3.628778,3.6346881,null,3.6721105,3.6730952,null,3.6469104],[null,null,2.7302234,null,null,2.7302234,2.6974259,2.6900671,null,null,2.7005174,null,2.7236612,2.6798505,null,2.6957755,null,2.7171948,2.7427236,2.6785516,null,null,null,2.6955075,2.6810864,2.7372666,2.6784836,2.6747129,null,null,null,2.6889419,null,2.6763086,2.742262,null,2.6718324,2.7036889,2.7027701,2.7057252,2.6876067,null,2.7102564,2.6909778,null,2.671887,2.6779766,null,null,null,null,2.7380512,2.6731249,2.6720958,2.678367,null,2.7162693,2.7172627,null,2.6897948],[null,null,3.7594149,null,null,3.7594149,3.7297283,3.734277,null,null,3.7324582,null,3.7533798,3.7221589,null,3.7282803,null,3.747469,null,3.7138983,null,null,null,3.7280459,3.7158727,3.7866464,3.7138467,3.7155408,null,null,null,3.7329738,null,3.712251,3.7705639,null,3.7106364,3.7352794,3.7487093,3.7371005,3.7314199,null,3.7411761,3.7241166,null,3.7101721,3.7134649,null,null,null,null,3.7874975,3.7132292,3.7100482,3.7203144,null,3.7637022,3.7647964,null,3.7231024],[null,null,2.7919427,null,null,2.7919427,2.7623147,2.7670752,null,null,2.7650378,null,2.7859176,2.7549245,null,2.7608705,null,2.7800174,null,2.7465406,null,null,null,2.7606367,2.7485048,2.8195312,2.7464893,2.7482806,null,null,null,2.7657689,null,2.7449042,2.8030747,null,2.7433407,2.7678526,2.7815368,2.7696696,2.7642113,null,2.7737367,2.7567185,null,2.7428672,2.7461098,null,null,null,null,null,2.7459564,2.7427374,2.7530738,null,2.7965548,2.7976506,null,2.7557074],[null,null,3.8464063,null,null,3.8464063,3.813295,3.8060371,null,null,3.8164149,null,3.8397798,3.7956789,null,3.8116295,null,3.8332506,null,3.7942592,null,null,null,3.811359,3.7968133,null,3.7941907,3.790462,null,null,null,3.8048968,null,3.7920006,3.858564,null,3.7875188,3.819616,3.8189065,3.8216715,3.8035435,null,3.8262457,3.8067886,null,3.7875661,3.79368,null,null,null,null,null,3.7888454,3.7877721,3.7941735,null,3.8325774,3.8335833,null,3.8055951],[null,null,2.8782252,null,null,2.8782252,2.8451866,2.8381916,null,null,2.8482982,null,2.8716112,2.8277929,null,2.8435258,null,2.8650951,null,2.8262203,null,null,null,2.8432561,2.8287617,null,2.8261521,2.8225441,null,null,null,2.8370475,null,2.8239751,null,null,2.8195568,2.8514912,2.8510973,2.8535417,2.8356896,null,2.8581053,2.8386994,null,2.8195926,2.8256443,null,null,null,null,null,2.8209119,2.8197913,2.8262798,null,2.8647993,2.8658073,null,2.8375099],[null,null,null,null,null,2.9295824,2.8990601,2.9016632,null,null,2.9018794,null,2.9233951,2.889735,null,2.8975629,null,2.9173285,null,2.8825524,null,null,null,2.8973203,2.8846416,null,2.8824975,2.8832946,null,null,null,2.900376,null,2.880788,null,null,2.8786771,2.9047893,2.915959,2.9066657,2.8988422,null,2.9108609,2.8932488,null,2.8782947,2.8820907,null,null,null,null,null,2.8810796,2.8782252,2.8879314,null,2.9308608,2.9319498,null,2.8921956],[null,null,null,null,null,3.9093875,3.8790594,3.882365,null,null,3.8818564,null,3.9032334,3.8703285,null,3.8775747,null,3.8972018,null,3.8627373,null,null,null,3.8773342,3.8647926,null,3.8626834,3.8638029,null,null,null,3.8810676,null,3.8610086,null,null,3.8590675,3.8847446,3.896758,3.8866077,3.8795215,null,3.8907744,3.8732995,null,3.8586545,3.8622841,null,null,null,null,null,3.861546,3.8585655,3.8685042,null,3.9117428,null,null,3.8722566],[null,null,null,null,null,3.9694981,3.9366701,3.9313811,null,null,3.9397517,null,3.9629121,3.9206232,null,3.9350266,null,3.956429,null,3.9180105,null,null,null,3.9347599,3.9204883,null,3.9179442,3.9151162,null,null,null,3.9302021,null,3.9158364,null,null,3.9118075,3.942917,3.9446395,3.9449512,3.9288017,null,3.9494818,3.9302576,null,3.9117669,3.9174511,null,null,null,null,null,3.9133648,3.911918,3.9190454,null,null,null,null,3.929084],[null,null,null,null,null,null,2.9572755,2.9512373,null,null,2.960381,null,2.9836893,2.9405948,null,2.9556188,null,2.9771689,null,2.938418,null,null,null,2.9553498,2.9409319,null,2.9383507,2.9351787,null,null,null,2.9500691,null,2.9362057,null,null,2.9319958,2.9635694,2.9643921,2.9656178,2.9486818,null,2.9701787,2.9508081,null,2.9319878,2.9378495,null,null,null,null,null,2.9334721,2.9321598,2.9390391,null,null,null,null,2.9496235],[null,null,null,null,null,null,3.990233,3.993381,null,null,3.9930566,null,null,3.9812834,null,3.9887341,null,4.0085425,null,3.9737419,null,null,null,3.9884913,3.9758213,null,3.9736874,3.9747316,null,null,null,3.9920767,null,3.9719912,null,null,3.9699916,3.9959717,4.0078554,3.9978521,3.9905223,null,4.0020571,3.9844172,null,3.9695836,3.9732832,null,null,null,null,null,3.9724688,3.9694989,3.979451,null,null,null,null,3.9833639],[null,null,null,null,null,null,3.0050092,3.0069529,null,null,3.007871,null,null,2.9950408,null,3.0034889,null,null,null,2.9882,null,null,null,3.0032425,2.9903373,null,2.9881437,2.988635,null,null,null,3.0056659,null,2.9863879,null,null,2.9840973,3.0108234,3.0212607,3.0127267,3.0041327,null,3.0169802,2.9991052,null,2.9837416,2.9877266,null,null,null,null,null,2.9864443,2.9836906,2.9932439,null,null,null,null,2.9980342],[null,null,null,null,null,null,3.0459173,3.0414175,null,null,3.0489931,null,null,3.0304619,null,3.0442777,null,null,null,3.0273526,null,null,null,3.0440116,3.0298071,null,3.0272871,3.0248187,null,null,null,3.0402189,null,3.0252062,null,null,3.0213499,3.0521537,null,3.0541856,3.0387947,null,3.0587128,3.0395229,null,3.0212733,3.0267995,null,null,null,null,null,3.0230066,3.0214023,3.0288494,null,null,null,null,3.0383537],[null,null,null,null,null,null,4.0262912,4.0360237,null,null,4.0289145,null,null,4.022876,null,4.0249044,null,null,null,4.0114856,null,null,null,4.0246802,4.0132548,null,4.0114401,4.0155062,null,null,null,4.0346211,null,4.0100645,null,null,4.0096477,4.0316356,null,4.0333967,4.0329459,null,null,4.0209386,null,4.0089527,4.0111052,null,null,null,null,null,4.0128437,4.0086841,4.0208442,null,null,null,null,4.0199788],[null,null,null,null,null,null,3.0803343,null,null,null,3.0832244,null,null,3.0700031,null,3.0787986,null,null,null,3.0633312,null,null,null,3.0785497,3.0654984,null,3.0632741,3.0636032,null,null,null,3.0806404,null,3.0614901,null,null,3.0590992,3.0862052,null,3.0881265,3.0791045,null,null,3.0743692,null,3.058757,3.0628507,null,null,null,null,null,3.0614211,3.0587157,3.0682062,null,null,null,null,3.0732866],[null,null,null,null,null,null,4.0562293,null,null,null,4.0590262,null,null,4.0483784,null,4.0547457,null,null,null,4.0400007,null,null,null,4.0545055,4.0420267,null,4.0399477,4.0416229,null,null,null,4.0594253,null,4.0383089,null,null,4.0366266,4.0619165,null,null,4.0578377,null,null,4.0504789,null,4.036157,4.0395557,null,null,null,null,null,4.0392655,4.0360338,4.0464951,null,null,null,null,4.0494394],[null,null,null,null,null,null,3.1073478,null,null,null,3.1100814,null,null,3.1013457,null,3.1058997,null,null,null,3.0916618,null,null,null,3.1056653,3.0935866,null,3.0916118,3.0943053,null,null,null,3.1127288,null,3.0900784,null,null,3.0889256,null,null,null,3.1110983,null,null,3.1017446,null,3.0883589,3.0912425,null,null,null,null,null,3.0918101,3.0881737,3.0993926,null,null,null,null,3.100735],[null,null,null,null,null,null,4.0799446,null,null,null,4.0825949,null,null,4.0761601,null,4.078543,null,null,null,4.064951,null,null,null,4.0783164,4.0667496,null,4.0649047,4.0688017,null,null,null,null,null,4.0635012,null,null,4.0629819,null,null,null,4.0862326,null,null,4.0745333,null,4.0623012,4.0645635,null,null,null,null,null,4.0661498,4.0620428,4.0741298,null,null,null,null,4.0735622],[null,null,null,null,null,null,3.1341254,null,null,null,3.137008,null,null,3.1243125,null,3.1325943,null,null,null,3.1172183,null,null,null,3.1323462,3.1193635,null,3.1171618,3.1178007,null,null,null,null,null,3.1154025,null,null,3.1131624,null,null,null,null,null,null,3.1281809,null,3.1127894,3.1167436,null,null,null,null,null,3.115568,3.1127292,3.1224873,null,null,null,null,3.127103],[null,null,null,null,null,null,4.1063555,null,null,null,null,null,null,4.0987875,null,4.1048716,null,null,null,4.0901493,null,null,null,4.1046313,4.0921668,null,4.0900966,4.0919537,null,null,null,null,null,4.0884688,null,null,4.0868699,null,null,null,null,null,null,4.1006053,null,4.0863815,4.0897068,null,null,null,null,null,4.0895624,4.0862472,4.096884,null,null,null,null,4.0995664],[null,null,null,null,null,null,null,null,null,null,null,null,null,3.1501937,null,3.1549642,null,null,null,3.1406059,null,null,null,3.1547282,3.1425505,null,3.1405554,3.1431515,null,null,null,null,null,3.1390036,null,null,3.1377883,null,null,null,null,null,null,3.1507779,null,3.1372294,3.140182,null,null,null,null,null,3.1406596,3.13705,3.1482391,null,null,null,null,3.1497604],[null,null,null,null,null,null,null,null,null,null,null,null,null,4.120426,null,null,null,null,null,4.1095132,null,null,null,4.1230811,4.1113482,null,4.1094659,4.1131075,null,null,null,null,null,4.1080269,null,null,4.107362,null,null,null,null,null,null,4.1192504,null,4.1067041,4.1091169,null,null,null,null,null,4.1104796,4.1064611,4.1184043,null,null,null,null,4.1182664],[null,null,null,null,null,null,null,null,null,null,null,null,null,4.1385464,null,null,null,null,null,4.1256433,null,null,null,null,4.1273188,null,4.1256006,4.1308034,null,null,null,null,null,4.1243267,null,null,4.1244786,null,null,null,null,null,null,4.1347526,null,4.1236724,4.1252873,null,null,null,null,null,4.1279682,4.1233344,4.1364211,null,null,null,null,4.1338165],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1579027,null,null,null,null,3.1596821,null,3.157857,3.1620685,null,null,null,null,null,3.1564761,null,null,3.1561062,null,null,null,null,null,null,3.1674243,null,3.1553938,3.1575205,null,null,null,null,null,3.1593623,3.1551161,3.1674879,null,null,null,null,3.1664565],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1416654,null,null,null,null,4.1434941,null,4.1416183,4.1453967,null,null,null,null,null,4.1401874,null,null,4.1395851,null,null,null,null,null,null,4.1513866,null,4.1389132,4.1412709,null,null,null,null,null,4.1427431,4.1386618,null,null,null,null,null,4.150403],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1709597,null,null,null,null,3.1728774,null,3.1709099,3.1738388,null,null,null,null,null,3.1693874,null,null,3.1683379,null,null,null,null,null,null,null,null,3.1677464,3.1705427,null,null,null,null,null,3.1712958,3.1675467,null,null,null,null,null,3.1800233],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1829922,null,null,null,null,3.184783,null,3.1829462,3.1871195,null,null,null,null,null,3.181555,null,null,3.1811564,null,null,null,null,null,null,null,null,3.1804466,3.1826073,null,null,null,null,null,3.1844111,3.1801711,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1540242,null,null,null,null,4.1557242,null,4.1539808,null,null,null,null,null,null,4.152683,null,null,4.1527402,null,null,null,null,null,null,null,null,4.1519485,4.1536621,null,null,null,null,null,4.1561989,4.1516203,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1591219,null,null,null,null,4.1609019,null,4.1590762,null,null,null,null,null,null,4.1576968,null,null,4.157365,null,null,null,null,null,null,null,null,4.156642,4.1587398,null,null,null,null,null,null,4.1563584,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1904569,null,null,null,null,null,null,3.1904081,null,null,null,null,null,null,3.1889179,null,null,3.1880463,null,null,null,null,null,null,null,null,3.1874204,3.1900477,null,null,null,null,null,null,3.1871991,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1935088,null,null,null,null,null,null,3.1920806,null,null,3.19152,null,null,null,null,null,null,null,null,3.1908371,3.1931618,null,null,null,null,null,null,3.1905794,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1622115,null,null,4.1622498,null,null,null,null,null,null,null,null,4.1614592,4.1631964,null,null,null,null,null,null,4.1611323,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1643866,null,null,4.1646747,null,null,null,null,null,null,null,null,4.1638382,null,null,null,null,null,null,null,4.163482,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1949793,null,null,null,null,null,null,null,null,null,null,null,3.1939704,null,null,null,null,null,null,null,3.1936791,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1652518,null,null,null,null,null,null,null,4.1649175,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.1951861,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_Dopt_pc.json b/tests/fixtures/r/fsm_lalonde60_Dopt_pc.json new file mode 100644 index 0000000..d2804b0 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_Dopt_pc.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"Dopt pc"},"z":[2,1,1,2,2,2,1,1,2,2,1,2,1,1,1,2,2,2,2,2,1,2,1,1,1,1,2,2,1,1,1,2,1,2,1,1,2,1,2,2,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,1,2,2,1],"selected":[1,2,33,22,60,10,50,55,43,8,23,5,44,48,58,53,36,4,32,57,47,24,45,3,15,6,46,39,29,34,27,13,31,20,25,16,41,11,18,52,59,7,49,42,9,30,56,37,26,28,12,54,14,19,40,38,35,51,21,17],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.0109629,0,0.0109629,0.0109629,0.0722322,5.4713683,1.421998,0.0469805,0.0408304,0.9417749,0.0268866,0.8277918,2.3598031,0.037917,0.6494369,0.0489632,0.8158388,2.0363949,0.6259845,16.1246368,0.0199983,0.0036784,0.0273418,1.2019414,0.0249676,0.3351126,2.2912198,1.3558381,2.2690459,2.9757461,18.2611363,0.0227011,0.5916146,3.4466936,0.2208524,0.7381972,2.3444177,0.779827,2.0189536,1.4428777,0.0343989,0.0065231,2.4648378,0.0147136,0.0016219,3.7095305,1.638037,15.4001378,0.7142796,1.9431477,0.0012111,0.4151809,0.036443,0.2112937,0.0001247,0.0014608,0.0721187,0.564198],[null,null,0,0.0109629,0.0438515,0,0.0269146,4.9925067,1.1832475,0.1033325,0.0094793,0.749518,0.0035126,0.6482292,2.0490814,0.0081034,0.4916431,0.0135891,0.6376568,1.7485283,0.4712658,15.294713,0.0605747,0.0019408,0.0036784,0.9833242,0.0028417,0.2248517,1.9852071,1.1229658,1.9645707,2.6254735,null,0.0021128,0.4415085,3.0688856,0.1334043,0.5692404,2.0347463,0.6058666,1.7323694,1.2023005,0.0842005,0.0343989,2.1470348,0.0002754,0.0041513,3.3171713,1.3809878,14.5893222,0.5482615,1.662203,0.0194614,0.2912129,0.0873819,0.1259989,0.0087496,0.0204272,0.0268453,0.7324535],[null,null,23.7662239,24.3481818,24.959374,23.7662239,22.9131638,18.3157806,19.4497631,25.6458073,23.2513068,20.0745047,23.4497645,20.2679257,18.7419166,23.289257,20.6224228,23.1526913,20.2895516,18.9325683,20.6748223,null,25.1805946,24.0075193,23.4424954,19.7041619,23.4811644,21.4966389,18.7786,19.5214911,18.7908695,18.4870415,null,23.5199772,20.7544997,18.3657632,21.9650025,20.4370375,18.7499821,20.3564013,18.9442074,19.4279021,25.4508034,24.8170606,18.6892931,23.6766658,24.1208795,18.3202944,19.2399317,22.522052,20.4851058,18.9965761,24.5480802,21.2304442,25.4844739,22.0108438,24.284734,24.5678958,22.9142159,29.380196],[null,null,20.3929507,20.9535418,21.5433672,20.3929507,19.5733696,15.398478,16.2984707,22.2069353,19.8979021,16.8779039,20.088586,17.0589541,15.6607606,19.934354,17.3922375,19.803207,17.0792347,15.8291398,17.4416403,null,21.7570961,20.6252561,20.0815991,16.5332493,20.1187697,18.2201324,15.6928551,16.3644702,15.7036262,15.4444281,null,20.1560841,17.5168226,15.3499833,18.6662647,17.2177305,15.6678026,17.1419704,15.8395292,16.2783898,22.0183149,21.4059389,15.6150377,20.3067794,20.734458,15.3186946,16.1064714,19.928241,17.2629351,15.8864022,21.1463386,17.9672953,22.0508771,18.7100077,20.8923724,21.1654564,19.5743786,null],[null,null,24.3542243,24.7464916,25.1716476,24.3542243,23.8057323,23.8228767,22.2246563,null,24.0189747,22.3709958,24.1467588,22.4366524,22.2897709,24.0432654,22.5749055,23.9561837,22.4444575,22.2306947,22.5970485,null,25.3285047,24.5152623,24.1420458,22.2698726,24.1671453,22.989465,22.274676,22.2349916,22.2700759,22.4764306,null,24.1924064,22.6314759,22.6695717,23.2433214,22.4999598,22.2862725,22.4691337,22.2284386,22.2219261,25.5220704,25.071545,22.3153255,24.2950683,24.5917188,22.7925849,22.2076165,32.5281769,22.5188627,22.2198533,24.8841517,22.8540589,25.5463369,23.2691207,24.7030968,24.8978738,23.8063866,null],[null,null,31.0954735,31.4478142,31.8330435,31.0954735,30.6095412,31.4161651,29.3807048,null,30.7973507,29.4423798,30.9106085,29.4849201,29.5768783,30.8188416,29.5835324,30.7418854,29.4902112,29.476183,29.6000757,null,31.9759014,31.2397125,30.9064226,29.3892583,30.9287222,29.911535,29.5532082,29.3803358,29.5458083,29.8355597,null,30.9511835,29.6261037,30.0788426,30.1238495,29.5289144,29.5714672,29.5071999,29.4715916,29.3813009,32.152668,31.7420693,29.6153276,31.042646,31.3083987,30.2283531,29.3969865,null,29.542466,29.4527368,31.5722039,29.8010893,32.1748635,30.1457278,31.4086769,31.584622,30.6101149,null],[null,null,38.0174886,38.6556287,39.32885,38.0174886,37.0881565,32.761832,33.4632532,null,37.4555753,34.085269,37.6718189,34.2825148,32.8114742,37.4968934,34.6481331,37.3482839,34.3046749,32.9774947,34.7025681,null,39.5732039,38.2817101,37.6638909,33.7132442,37.7060715,35.5666645,32.8425631,33.5331847,32.8530642,32.6142329,null,37.7484247,34.7855145,32.5443128,36.0660555,34.4563248,32.8182685,34.3733017,32.98794,33.4420361,39.8721215,39.1718395,32.7677712,37.9195624,38.4060247,32.5297082,33.2617045,null,34.5059371,33.0352962,38.8754951,35.2848711,null,36.1151522,38.5859116,38.8973075,37.0892976,null],[null,null,33.0231047,33.2846017,33.5811799,33.0231047,32.6839215,35.8050574,32.3818288,null,32.8114226,32.2051718,32.8906336,32.1843529,32.9663781,32.8263287,32.1760249,32.7732374,32.1827978,32.7397903,32.1776359,null,33.6934739,33.1288542,32.8876781,32.2859656,32.9034467,32.2780316,32.9165744,32.3507826,32.9006635,33.4485446,null,32.9193879,32.1813463,33.8516315,32.3855418,32.1759757,32.9551289,32.1789052,32.7282054,32.3919897,null,33.5102805,33.0443156,32.9848776,33.1798686,34.0869868,32.4946149,null,32.1751068,32.6786863,33.3792832,32.2316988,null,32.3976506,33.2550468,33.3887954,32.6843028,null],[null,null,37.5710617,37.9485964,38.362674,37.5710617,37.0530025,null,35.810742,null,37.2527905,35.8496782,37.3735554,35.8888657,36.0745197,37.2756907,35.9845798,37.1937229,35.893866,35.9480895,36.0010041,null,38.5165121,37.7254557,37.3690886,35.8074316,37.3928873,36.3187742,36.0452224,35.8065907,36.0360217,36.3871161,null,37.4168658,36.0269883,36.6749558,36.5401596,35.9309981,36.0678388,35.9100554,35.9421718,35.8125669,null,38.264782,36.121748,37.5145764,37.7990579,36.8503399,35.8404792,null,35.944185,35.9176327,38.0821689,36.2047808,null,36.5630983,37.9065985,38.0955111,37.0536118,null],[null,null,43.250624,43.7658069,44.3175327,43.250624,42.5168887,null,40.0602718,null,42.8043572,40.3910914,42.975202,40.509973,39.8722203,42.8369099,40.7423498,42.7200339,40.5236403,39.8892729,40.7780792,null,null,43.4629333,42.968918,40.1833575,43.0023692,41.3749517,39.872486,40.0930238,39.8729379,39.9365199,null,43.0360002,40.833021,40.0514942,41.7395541,40.6186876,39.8721335,40.5663327,39.8914063,40.0506293,null,44.1881705,39.8749937,43.172321,43.5633238,40.1355278,39.975132,null,40.6503235,39.9022713,43.9451296,41.1749067,null,41.7760105,43.7091313,43.962967,42.5177756,null],[null,null,46.5908623,47.0230508,null,46.5908623,45.9892674,null,44.3245098,null,46.2227066,44.4575789,46.3628819,44.5232839,44.4518302,46.2493373,44.6652858,46.1539026,44.5311891,44.3675144,44.6883317,null,null,46.7681246,46.3577084,44.361386,46.3852632,45.1041282,44.4311174,44.3320006,44.4247299,44.6942281,null,46.4130029,44.7242868,44.9352012,45.3774809,44.5878391,44.4470599,44.5562873,44.3639934,44.3227323,null,47.3821083,44.4862406,46.52581,46.8523668,45.0864837,44.3184864,null,44.6072824,44.3500361,47.1750199,44.959454,null,45.4053829,46.9751754,47.1901759,45.9899826,null],[null,null,39.6601864,39.9721943,null,39.6601864,39.2468985,null,38.6423954,null,39.4037838,38.5206211,39.5002343,38.5167452,39.1642081,39.4219869,38.5394269,39.3570305,38.5170833,38.9546174,38.5456176,null,null,39.7868829,39.4966474,38.5689153,39.5157746,38.7177297,39.1176837,38.6176659,39.1028686,39.6233939,null,39.5350867,38.5562897,40.0152958,38.8660396,38.5231675,39.1536804,38.5190418,38.9440669,38.6506302,null,null,39.2374319,39.6141832,39.8477363,40.2463364,38.7366712,null,38.526503,38.8991983,40.084219,38.6481871,null,38.8821394,39.937134,40.0954502,39.2473712,null],[null,null,48.9967994,49.3679955,null,48.9967994,48.4923463,null,47.4104271,null,48.6860618,47.3978408,48.8036909,47.4243888,47.7701629,48.7083388,47.4998538,48.6286673,47.4280514,47.611127,47.5135629,null,null,49.1483038,48.7993337,47.383797,48.8225541,47.7960935,47.7339852,47.3993079,47.7225562,48.1438739,null,48.8459633,47.5355416,48.4777722,48.0023127,47.4564308,47.7619399,47.4401953,47.6034385,47.4144439,null,null,47.8278961,48.9414866,49.2206788,null,47.4626951,null,47.4668975,47.5711868,49.4998658,47.6921639,null,48.0239221,49.3265865,49.5130517,48.4929352,null],[null,null,41.8601163,42.231213,null,41.8601163,41.3558189,null,40.274776,null,41.5494711,40.2619791,41.667064,40.2884696,40.634838,41.5717411,40.363836,41.4920948,40.292126,40.4756985,40.3775311,null,null,42.0115789,41.6627081,40.2480548,41.6859216,40.6598603,40.5986389,40.2636303,40.587203,41.0087281,null,41.7093238,40.3994889,41.3427513,40.8659761,40.3204635,40.6266102,40.3042507,40.4680042,40.2788012,null,null,40.6926033,41.8048192,42.0839345,null,40.327127,null,40.3309169,40.435727,42.3630503,40.5559928,null,40.8875758,42.1898146,null,41.3564076,null],[null,null,43.5666557,43.8924638,null,43.5666557,43.1345441,null,42.4878521,null,43.2986697,42.3663268,43.3995089,42.3636067,43.0216241,43.3177043,42.3893568,43.249773,42.3640986,42.8066102,42.3960914,null,null,43.6989889,43.3957596,42.4137113,43.4157526,42.5791288,42.9738586,42.4628084,42.9586522,43.4937683,null,43.4359373,42.407631,43.8973666,42.7352668,42.3713524,43.010814,42.3665617,42.7958002,42.4962048,null,null,43.0968351,43.5185929,43.7625329,null,42.5837464,null,42.3751123,42.7498471,null,42.5056076,null,42.7521833,43.8558656,null,43.1350389,null],[null,null,50.7161006,51.0418378,null,50.7161006,50.2841,null,49.6380327,null,50.4481804,49.5163572,50.5489939,49.5135961,50.1720371,50.4672101,49.5392759,50.3992967,49.5140836,49.9569494,49.5460006,null,null,50.848404,50.5452455,49.5638269,50.5652335,49.7288944,50.1242564,49.6129699,50.1090451,50.6443091,null,50.5854133,49.5575253,null,49.8849587,49.5213076,50.1612236,49.5165331,49.9461353,49.6463913,null,null,50.247271,50.668049,50.9119342,null,49.7339861,null,49.525058,49.900164,null,49.6554174,null,49.9018683,51.0052472,null,50.2845946,null],[null,null,51.9738958,null,null,51.9738958,51.5973491,null,51.2858417,null,51.7387412,51.0802892,51.8266846,51.0550076,51.9540067,51.7552852,51.0424484,51.6963724,51.0530557,51.6957462,51.0438102,null,null,52.091512,51.823402,51.1750452,51.8409164,51.1502402,51.8972875,51.2500533,51.8791624,52.5022401,null,51.8586249,51.0473084,null,51.267846,51.044029,51.9411975,51.0480579,51.6825252,51.2975404,null,null,52.0427241,51.9313995,52.1482779,null,51.4154076,null,51.0426208,51.6259898,null,51.1001246,null,51.2811529,52.2319601,null,51.5977716,null],[null,null,45.4409568,null,null,45.4409568,44.94248,null,43.9444494,null,45.1334412,43.90391,45.2496968,43.9236826,44.3571777,45.1554422,43.9883841,45.0767945,43.9266305,44.1800336,44.0006599,null,null,45.5913148,45.2453869,43.9051095,45.2683583,44.2648774,44.3171716,43.9295239,44.3045035,null,null,45.2915237,44.020529,null,44.4634495,43.9503456,44.3480964,43.9366158,44.1713643,43.9496651,null,null,44.420763,45.3861262,45.6632252,null,44.0090709,null,43.9593673,44.1348442,null,44.1661135,null,44.4843984,45.7685412,null,44.9430595,null],[null,null,53.6941605,null,null,53.6941605,53.2600748,null,52.6428652,null,53.4247406,52.5079588,53.5260497,52.5022775,53.2052065,53.4438566,52.5236409,53.3756514,52.5024653,52.9800859,52.5298263,null,null,53.8273943,53.5222812,52.5624409,53.5423774,52.7068694,53.1552799,52.6159097,53.1393768,null,null,53.5626697,52.5405746,null,52.8613456,52.507777,53.1939108,52.5040202,52.9687373,52.6518249,null,null,53.2837442,53.6457991,53.8914078,null,52.7451183,null,52.5109511,52.9204517,null,52.6348079,null,52.8781548,null,null,53.2605708,null],[null,null,47.0032892,null,null,47.0032892,46.5606022,null,45.8949635,null,46.7287647,45.7716975,46.832071,45.7691945,46.4392856,46.7482657,45.796008,46.6786683,45.769728,46.2198872,45.8029633,null,null,47.1388327,46.8282301,45.81958,46.8487113,45.9911372,46.390538,45.8694797,46.3750198,null,null,46.8693885,45.8148665,null,46.1513249,45.7773493,46.4282529,45.7723398,46.2088597,45.9034659,null,null,46.5160504,46.9540577,null,null,45.9926353,null,45.7812592,46.161986,null,45.9156439,null,46.1686732,null,null,46.5611093,null],[null,null,54.8689295,null,null,54.8689295,54.4790268,null,54.125812,null,54.6256321,53.9250912,54.7166862,53.9016999,54.7929786,54.6427681,53.8929527,54.5817313,53.8999684,54.5341818,53.894911,null,null,null,54.7132891,54.0167044,54.7314135,54.011572,54.7360839,54.090453,54.7179089,null,null,54.7497355,53.8993311,null,54.1355942,53.8924886,54.7801273,53.8956624,54.5209543,54.137388,null,null,54.8820233,54.8250005,null,null,54.2543775,null,53.8916003,54.4644197,null,53.9579816,null,54.1495476,null,null,54.4794653,null],[null,null,48.1568174,null,null,48.1568174,47.757916,null,47.3540337,null,47.9081796,47.1654913,48.0013232,47.1454252,48.0023483,47.9257184,47.14238,47.863225,47.1440553,47.7495381,47.1451439,null,null,null,47.9978503,47.2501997,48.0163774,47.27345,47.946687,47.3202144,47.9289148,null,null,48.0351022,47.1507721,null,47.4034478,47.1389919,47.9897721,47.1408551,47.7366465,47.3651312,null,null,null,48.1119782,null,null,47.4778061,null,47.1388734,47.6815891,null,47.2162692,null,47.4179651,null,null,47.7583661,null],[null,null,null,null,null,49.0181892,48.6541131,null,48.4591961,null,48.7901357,48.2184294,48.8751964,48.1843239,49.1908455,48.8061137,48.1574228,48.7492714,48.1814329,48.9112434,48.1568391,null,null,null,48.8720162,48.3325919,48.8889894,48.2373657,49.1296391,48.4187042,49.1100591,null,null,48.9061617,48.1574563,null,48.3432948,48.1662333,49.1770314,48.173588,48.8968574,48.4723712,null,null,null,48.9768415,null,null,48.6038691,null,48.1628964,48.8352404,null,48.1947928,null,48.3555561,null,null,48.654518,null],[null,null,null,null,null,56.0384628,55.6087277,null,55.0441198,null,55.7714431,54.8922122,55.8717499,54.8823683,null,55.7903597,54.8970719,55.7228902,54.8821158,55.402296,54.9023652,null,null,null,55.8680164,54.9559948,55.8879282,55.06786,55.5860108,55.0148625,55.5693693,null,null,55.9080391,54.9117982,null,55.2173892,54.8845476,55.6264105,54.8823393,55.3903612,55.0538038,null,null,null,55.9904731,null,null,55.1538204,null,54.8868271,55.3395223,null,54.9990902,null,55.2337658,null,null,55.6092171,null],[null,null,null,null,null,null,49.8082344,null,49.4146412,null,49.9593279,49.2199164,50.0530405,49.1985702,null,49.976971,49.1937373,49.9141126,49.1970717,49.8192265,49.1962901,null,null,null,50.0495458,49.3078419,50.06819,49.3226922,50.020393,49.3799106,50.0022665,null,null,50.0870346,49.201621,null,49.4525462,49.1912016,50.0643315,49.1934909,49.8060644,49.4260295,null,null,null,50.164415,null,null,49.5414905,null,49.1908456,49.7498391,null,49.2658696,null,49.4670792,null,null,49.8086868,null],[null,null,null,null,null,null,56.6345019,null,56.2754135,null,56.783104,56.0723951,56.8753936,56.0487845,null,56.8004728,56.0400684,56.7386063,56.0470397,56.6887601,56.0420726,null,null,null,56.8719505,56.1650227,56.8903205,56.1605443,56.8931636,56.2396343,56.8747628,null,null,56.9088908,56.0465807,null,56.2863289,56.039524,56.9377547,56.0427058,56.6753693,56.2871276,null,null,null,null,null,null,56.405527,null,56.0386437,56.6181381,null,56.1061668,null,56.3004778,null,null,56.6349464,null],[null,null,null,null,null,null,50.6786393,null,50.4613754,null,50.8176303,50.2227842,50.9044685,50.1896242,null,50.8339463,50.1646954,50.7758923,50.1868451,50.913321,50.164426,null,null,null,50.9012227,50.3354651,50.9185449,50.2504857,51.1322502,50.4210468,51.1126131,null,null,50.9360685,50.1655313,null,50.3599719,50.1724392,null,50.1793535,50.8989091,50.4745062,null,null,null,null,null,null,50.6057468,null,50.1693718,50.8371958,null,50.2060097,null,50.3725941,null,null,50.6790533,null],[null,null,null,null,null,null,57.6465884,null,57.1142492,null,57.8083289,56.9513897,57.9081607,56.938907,null,57.8271493,56.9494365,57.7600381,56.9383767,57.4861917,56.954176,null,null,null,57.9044434,57.0211334,57.9242701,57.1126512,null,57.0834955,57.6584307,null,null,57.9442981,56.9627947,null,57.2592963,56.9389973,null,56.9377615,57.4738687,57.1244048,null,null,null,null,null,null,57.2288148,null,56.9407167,57.4213413,null,57.0458485,null,57.2754258,null,null,57.6470744,null],[null,null,null,null,null,null,58.5476639,null,58.1825228,null,58.6978826,57.9781772,58.7911669,57.9545102,null,58.7154391,57.9460029,58.652903,57.9527672,58.5991838,57.9480678,null,null,null,58.7876867,58.0713412,58.8062541,58.0682762,null,58.1464786,58.7867518,null,null,null,57.9526812,null,58.1955769,57.9453033,null,57.9484484,58.5856815,58.194325,null,null,null,null,null,null,58.3136414,null,57.944454,58.5279757,null,58.0131915,null,58.2098907,null,null,58.5481133,null],[null,null,null,null,null,null,51.7475731,null,51.3630572,null,51.8991908,51.1633686,51.993274,51.1409731,null,51.9169013,51.1346462,51.8538082,51.1393683,51.7747986,51.137019,null,null,null,51.9897649,51.2538922,null,51.2616805,null,51.3276018,51.960703,null,null,null,51.1420945,null,51.3912662,51.1328284,null,51.1354723,51.7614247,51.3746765,null,null,null,null,null,null,51.492343,null,51.1322735,51.7042838,null,51.2052229,null,51.4057957,null,null,51.7480269,null],[null,null,null,null,null,null,52.5230449,null,52.2843052,null,52.6646227,52.0484322,null,52.0162831,null,52.681232,51.9933562,52.6221253,52.0136209,52.7350593,51.9933969,null,null,null,52.7496985,52.1593821,null,52.084696,null,52.2442349,52.9343389,null,null,null,51.9949801,null,52.1974197,52.000031,null,52.0064952,52.7206565,52.2973609,null,null,null,null,null,null,52.428031,null,51.9972364,52.6589975,null,52.0384539,null,52.2103668,null,null,52.5234668,null],[null,null,null,null,null,null,59.3248674,null,59.1056583,null,59.4650351,58.8650909,null,58.8316601,null,59.4814891,58.8065352,59.4229439,58.8288585,59.5613715,58.8062655,null,null,null,59.5493347,58.9787024,null,58.8930758,null,59.0649945,null,null,null,null,58.807383,null,59.0034961,58.8143372,null,58.8213066,59.5468392,59.1188984,null,null,null,null,null,null,59.2512316,null,58.8112458,59.4846109,null,58.8482176,null,59.0162257,null,null,59.3252849,null],[null,null,null,null,null,null,53.5525734,null,53.1678656,null,53.7051224,52.9660593,null,52.9433236,null,53.7229429,52.9366509,53.6594588,52.941688,null,52.9389991,null,null,null,53.7962619,53.0576155,null,53.0639734,null,53.1320668,null,null,null,null,52.9440488,null,53.1942057,52.9349729,null,52.9377052,53.5698409,53.179596,null,null,null,null,null,null,53.2983603,null,52.9343736,53.5121992,null,53.0072859,null,53.2088133,null,null,53.55303,null],[null,null,null,null,null,null,60.1582857,null,59.8083037,null,60.3083273,59.5981507,null,59.573136,null,60.3258718,59.5625554,60.263386,59.5712526,null,59.5643515,null,null,null,null,59.6944392,null,59.6813446,null,59.7714497,null,null,null,null,59.5685731,null,59.8074814,59.5628814,null,59.5665119,60.2188663,59.8203621,null,null,null,null,null,null,59.9420835,null,59.5617545,60.1602123,null,59.6271178,null,59.8217025,null,null,60.1587343,null],[null,null,null,null,null,null,60.8517096,null,60.6243613,null,60.993283,60.3838209,null,60.3506097,null,null,60.3260732,60.9507755,60.3478374,null,60.3259081,null,null,null,null,60.4972672,null,60.4148288,null,60.5836335,null,null,null,null,60.3271927,null,60.5267654,60.33354,null,60.340382,61.0667887,60.6376253,null,null,null,null,null,null,60.7702588,null,60.3305301,61.0043462,null,60.3692009,null,60.5396533,null,null,60.8521313,null],[null,null,null,null,null,null,54.3377189,null,54.0831838,null,54.4812553,53.849178,null,53.817751,null,null,53.7962741,54.4381824,53.8151728,null,53.7965412,null,null,null,null,53.9589194,null,53.8917104,null,54.0432822,null,null,null,null,53.798474,null,54.0068533,53.8021719,null,53.8083107,null,54.096191,null,null,null,null,null,null,54.2265094,null,53.799575,54.4572383,null,53.844156,null,54.0200439,null,null,54.3381469,null],[null,null,null,null,null,null,61.662031,null,61.3185256,null,null,61.1050848,null,61.0793629,null,null,61.0677594,61.7673108,61.0774074,null,61.0694304,null,null,null,null,61.2031029,null,61.18515,null,61.2811954,null,null,null,null,61.0734733,null,61.3110222,61.0685799,null,61.0724526,null,61.3307355,null,null,null,null,null,null,61.4538997,null,61.0673168,61.674366,null,61.131209,null,61.3252319,null,null,61.6624803,null],[null,null,null,null,null,null,54.9618347,null,54.8176727,null,null,54.5563176,null,54.5175135,null,null,54.4834761,null,54.5141353,null,54.481978,null,null,null,null,54.6815014,null,54.5518813,null,54.7742846,null,null,null,null,54.4812674,null,54.6542437,54.4958007,null,54.5048298,null,54.831765,null,null,null,null,null,null,54.9719046,null,54.491509,55.2169965,null,54.5120662,null,54.6662344,null,null,54.9622384,null],[null,null,null,null,null,null,62.3010648,null,62.0635333,null,null,61.8238787,null,61.7910811,null,null,61.7674254,null,61.7883582,null,61.7674022,null,null,null,null,61.9367014,null,61.8588573,null,62.0228629,null,null,null,null,61.7689077,null,61.9724453,61.7744134,null,61.7810593,null,62.0767826,null,null,null,null,null,null,62.2093532,null,61.771524,null,null,61.8123517,null,61.9855014,null,null,62.3014908,null],[null,null,null,null,null,null,55.7602361,null,55.5062253,null,null,55.2705317,null,55.2388156,null,null,55.2170145,null,55.2362104,null,55.2172533,null,null,null,null,55.3811087,null,55.3124959,null,55.4660557,null,null,null,null,55.2191517,null,55.4280274,55.2230515,null,55.2292711,null,55.5193191,null,null,null,null,null,null,55.6504863,null,55.2204124,null,null,55.2648225,null,55.4412669,null,null,null,null],[null,null,null,null,null,null,null,null,62.6375713,null,null,62.3759943,null,62.3372853,null,null,62.3035666,null,62.3339215,null,62.3021294,null,null,null,null,62.5011939,null,62.3733507,null,62.5941057,null,null,null,null,62.3015174,null,62.4767075,62.3157032,null,62.3246649,null,62.6516907,null,null,null,null,null,null,62.7921363,null,62.311456,null,null,62.3330419,null,62.4888032,null,null,null,null],[null,null,null,null,null,null,null,null,56.0891936,null,null,55.831406,null,55.7937317,null,null,55.7617873,null,55.7904804,null,55.7606007,null,null,null,null,55.9544571,null,55.8354455,null,56.0462071,null,null,null,null,55.7603647,null,55.9406617,55.7730141,null,55.7815679,null,56.1031641,null,null,null,null,null,null,null,null,55.7690064,null,null,55.7940195,null,55.9529329,null,null,null,null],[null,null,null,null,null,null,null,null,63.0929362,null,null,62.8503927,null,62.8169482,null,null,62.792325,null,62.8141587,null,62.7921795,null,null,null,null,62.9647531,null,62.8822662,null,63.0518555,null,null,null,null,62.7935083,null,62.9954419,62.7997868,null,62.8066604,null,null,null,null,null,null,null,null,null,null,62.7967681,null,null,62.8361029,null,63.0084692,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,56.1609597,null,56.1276756,null,null,56.1033274,null,56.1249036,null,56.1032208,null,null,null,null,56.2749871,null,56.1938692,null,56.3619093,null,null,null,null,56.1046079,null,56.307333,56.1106482,null,56.1174586,null,null,null,null,null,null,null,null,null,null,56.1076666,null,null,56.1475327,null,56.3203875,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,56.4096506,null,56.3800192,null,null,56.3619967,null,56.377646,null,56.36279,null,null,null,null,56.5161782,null,56.466623,null,null,null,null,null,null,56.3655298,null,56.5869792,56.3660639,null,56.3714225,null,null,null,null,null,null,null,null,null,null,56.3639368,null,null,56.4161867,null,56.6006887,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,63.1403398,null,63.1108383,null,null,63.0930386,null,63.1084792,null,63.0938633,null,null,null,null,63.2465976,null,63.1981514,null,null,null,null,null,null,63.0966504,null,63.318741,63.0969916,null,63.102299,null,null,null,null,null,null,null,null,null,null,63.0948946,null,null,63.1475748,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,56.6578412,null,56.6247347,null,null,56.6008102,null,56.6219851,null,56.6007756,null,null,null,null,56.7716629,null,56.6927998,null,null,null,null,null,null,56.6022763,null,null,56.607895,null,56.6146124,null,null,null,null,null,null,null,null,null,null,56.6049717,null,null,56.6459722,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,63.3752565,null,63.3423745,null,null,63.3188349,null,63.3396493,null,63.3188546,null,null,null,null,null,null,63.4116649,null,null,null,null,null,null,63.3204369,null,null,63.3257223,null,63.3323512,null,null,null,null,null,null,null,null,null,null,63.322851,null,null,63.364595,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,63.4742266,null,63.4392402,null,null,63.4121445,null,63.4362875,null,63.4116672,null,null,null,null,null,null,null,null,null,null,null,null,null,63.4125065,null,null,63.4208471,null,63.4282953,null,null,null,null,null,null,null,null,null,null,63.4174962,null,null,63.4525108,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,56.7908837,null,null,56.7716933,null,56.7884323,null,56.7723328,null,null,null,null,null,null,null,null,null,null,null,null,null,56.7748471,null,null,56.7763421,null,56.7819733,null,null,null,null,null,null,null,null,null,null,56.7740584,null,null,56.8243435,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,56.8461223,null,null,56.8243545,null,56.8435056,null,56.8246348,null,null,null,null,null,null,null,null,null,null,null,null,null,56.8266127,null,null,56.8303173,null,56.8365427,null,null,null,null,null,null,null,null,null,null,56.8276861,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63.4743776,null,63.4959547,null,63.474292,null,null,null,null,null,null,null,null,null,null,null,null,null,63.4757211,null,null,63.4816687,null,63.4884895,null,null,null,null,null,null,null,null,null,null,63.4786878,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63.4960014,null,null,null,63.4961386,null,null,null,null,null,null,null,null,null,null,null,null,null,63.4979038,null,null,63.5024937,null,63.5089613,null,null,null,null,null,null,null,null,null,null,63.4997216,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,56.8461269,null,null,null,56.8466307,null,null,null,null,null,null,null,null,null,null,null,null,null,56.848946,null,null,56.8512881,null,null,null,null,null,null,null,null,null,null,null,null,56.8488665,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,56.8513104,null,null,null,56.8519197,null,null,null,null,null,null,null,null,null,null,null,null,null,56.8543952,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,56.8537731,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63.5089689,null,null,null,63.5092725,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63.512249,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,56.854403,null,null,null,56.8549345,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63.5122496,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_constant.json b/tests/fixtures/r/fsm_lalonde60_constant.json new file mode 100644 index 0000000..5b68c3f --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_constant.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"constant"},"z":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"selected":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60],"criteria":[[10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10,10],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,10]]} diff --git a/tests/fixtures/r/fsm_lalonde60_k3.json b/tests/fixtures/r/fsm_lalonde60_k3.json new file mode 100644 index 0000000..6073f23 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_k3.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[3,1,2,2,1,3,1,3,2,3,2,1,1,3,2,2,3,1,2,3,1,1,2,3,2,3,1,1,3,2,1,2,3,3,2,1,1,2,3,2,1,3,1,3,2,3,1,2,2,1,3,3,2,1,3,1,2,2,3,1],"args":{"s_function":"Dopt"},"z":[3,2,1,2,2,3,1,2,3,3,2,2,1,3,1,3,3,1,2,3,1,1,2,2,1,3,1,3,2,2,3,2,1,1,3,2,2,1,2,1,1,2,3,1,1,2,3,3,1,3,1,3,3,2,2,1,3,3,1,2],"selected":[50,33,8,60,15,58,22,48,36,9,30,45,59,57,42,54,52,49,39,31,18,38,12,14,11,10,7,56,17,37,41,29,16,26,5,40,25,55,20,32,51,1,13,53,46,35,21,2,19,3,6,43,4,27,28,34,23,24,47,44],"criteria":[[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,33978.1344843,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,null,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,null,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,null,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3113.7522842,3239.4733672,3113.7522842,3239.4733672,4441.2617522,3113.7522842,3957.1934798,null,15045.0018956,6321.7123576,3879.0691451,5835.5484796,5026.3822564,5661.6962132,10434.0193262,3729.191134,5092.5388922,10253.6411533,5111.2164021,4739.0907199,4787.9811583,13248.6239408,3071.2194689,2212.2827563,3481.1925609,4289.3782495,3507.0712854,3271.0883763,13158.8038232,14576.6815594,13155.3765467,5811.7828129,null,3568.101357,4594.7796609,15661.0782771,6466.7980137,5148.8310341,8163.2427369,4363.8604976,9249.880766,14214.4255985,2587.1631841,1969.4080389,13389.7368979,4163.735115,1958.9800045,18283.3779949,7946.6002439,null,6159.1324714,9613.7314265,4600.2901496,9475.7001875,7092.0134631,7652.1477048,11406.428673,17806.4589993,12125.9740437,19097.1716183],[3213.2742902,3300.040591,3213.2742902,3300.040591,4463.6399447,3213.2742902,4143.2471781,null,15251.7013373,6286.078033,3996.1502948,6153.8060208,5073.5485379,6113.7576907,23267.564205,3824.3110852,5146.1764522,10102.7659112,5160.2952764,4812.4903865,4852.5692252,20795.9808308,2990.6881956,2184.1975169,3490.469625,4003.4071199,3495.3881046,2701.6892481,13174.1514101,14633.2203936,13173.3735144,4243.3587247,null,3535.6581219,4677.2949185,7342.1702437,7537.8371092,5232.0066326,7071.3676,4517.7397672,8700.3399101,13403.3520513,2389.746845,1805.8573109,13556.652811,4050.2535697,1813.3630897,12523.1288196,9144.5548481,null,5399.5918237,9327.0605962,4320.4460969,9693.8352783,6661.884533,8410.3204585,11017.5806398,18322.798474,12730.2491105,null],[3123.2601008,3201.5100658,3123.2601008,3201.5100658,4356.6486079,3123.2601008,4024.1868649,null,15332.160034,6202.3518639,3937.0534116,6151.0154282,4973.9195755,4831.3336314,null,3786.9365216,5130.3879706,10262.5836714,5161.1888241,5082.3235768,4870.2094117,13737.405175,3024.1616063,2232.8966186,3533.7530737,3547.9143374,3557.2782398,3307.7704979,13189.150088,14638.197131,13197.4479813,5930.5338054,null,3615.5318171,4740.4046576,15589.2030465,5751.7401438,5307.9823926,7748.6611813,4513.0046386,9019.674096,14240.6256609,2571.2147746,1970.1422781,13537.9140506,4195.8302387,1924.1466824,17851.4079334,5885.3741977,null,6087.2999473,9431.1200888,4592.7345266,9908.6742921,7063.0445745,6743.0417135,11320.7479188,17950.9916221,12563.2034818,null],[3181.9731587,3183.0384845,3181.9731587,3183.0384845,4206.3991357,3181.9731587,4138.3158697,null,15231.5406755,5844.3825126,3996.1351118,6122.0716237,5067.7646604,5562.784241,null,3824.299418,5134.7765959,9503.243838,5155.9301448,4812.5044187,4844.2287521,16639.2565128,2771.1153571,2167.1433418,3489.2801709,3717.8881742,3493.6062411,2257.6675652,13170.3315539,14619.4944209,13170.4486273,4072.0361006,null,3533.1646641,4672.6496322,6102.4241632,7122.7118499,5219.375793,7001.9382547,4485.5784033,8209.1952116,10785.0895835,2211.4424649,1739.7443345,13536.8450561,4043.721884,1813.3072911,9430.0789543,8455.7356953,null,5328.997168,8750.6596023,4319.5409748,9689.8679276,6641.9247423,7962.900129,10978.9217312,null,12634.4782381,null],[2971.910746,3200.520583,2971.910746,3200.520583,4152.2576324,2971.910746,3366.6998709,null,15231.8958974,5379.9484667,3335.7803498,5864.5427966,4581.43371,4818.9054434,null,3237.5226193,4856.9478598,8125.2176487,4334.3727648,4916.6362939,4663.6134983,null,2635.9479748,2199.0862478,3168.3921071,3357.2102934,3232.0845816,3223.854832,13184.9151871,14631.5386248,13187.5932664,5372.3219053,null,3328.167097,4616.5372635,15588.9552348,4805.3764482,4812.1789022,6145.7375628,4431.0614147,7298.7573881,12610.1269599,1885.2477385,1803.9562431,13483.2060074,4036.3975687,1684.1668785,17753.3054495,5346.8852297,null,6034.3185722,8219.7933685,4524.8032311,9856.0789018,6215.6083185,6327.2356657,11307.8426788,null,3508.5026627,null],[2885.8117253,3238.8148235,2885.8117253,3238.8148235,4161.4763147,2885.8117253,3018.7515552,null,14491.9222688,5131.1816688,3029.6155477,5776.4189654,4712.5171714,5426.4916406,null,2984.9604948,5086.2355054,7280.6654886,4837.01985,4738.8539021,4786.5017268,null,2392.5716816,2197.0045977,3088.3044793,3826.7849973,3184.6315244,2996.6709882,13068.7155551,14395.7205235,13026.4113772,5782.0096686,null,3309.1549891,4548.3742057,15579.907142,5660.5206969,5119.9986534,8137.3217988,4234.8794245,9192.836315,13036.9448779,1200.3679686,1514.5548862,13129.8166401,4089.2130438,1477.150655,null,7590.7627543,null,6156.4095675,9520.885423,4186.8469746,7992.3762508,4661.5931563,6721.1908008,11032.4205412,null,9265.228643,null],[2894.0103012,3160.0220312,2894.0103012,3160.0220312,4137.0509203,2894.0103012,3319.3721193,null,15195.0949324,5379.6843044,3227.4597452,5863.0448435,4202.7043742,4257.3072976,null,3146.7451364,4709.285114,7787.5062691,4222.7032633,4177.041426,4470.0711985,null,2635.7222126,2186.5100182,3132.3004659,3356.1517175,3205.7927393,1954.7427892,13153.3363599,14532.4372857,13145.3496693,1469.2767122,null,3310.1263892,4342.5606486,null,4129.5886699,4560.9913113,6076.0380016,3654.8389374,7082.1620421,9022.3508123,1851.8931857,1792.9701639,13467.9784368,4035.8747532,1670.8515463,null,5329.9286665,null,4251.3610823,8182.4305215,4462.5027286,8863.0348602,5942.8769321,6326.2859188,11152.3272606,null,3466.6300957,null],[2864.0459294,3223.6193093,2864.0459294,3223.6193093,4151.6968288,2864.0459294,2912.4106901,null,null,5125.6785424,3000.1384121,5319.606427,4685.1741008,5360.7980885,null,2955.4969274,4798.7291771,6635.4455757,4574.9371799,4676.6202545,4498.874695,null,2382.8671081,2175.3256471,3058.8989098,2984.9198392,3155.2413857,820.5608519,12876.1772129,14054.9059287,12833.8256897,4055.4454805,null,3279.7806537,4260.5689127,null,5592.7675004,4857.5584948,8052.6657201,4193.9710164,8259.4200352,12639.8707107,1190.7655831,1499.5326527,12860.5460697,4059.905647,1477.1679478,null,6933.0529853,null,3270.6456626,8768.5216945,4165.4021955,7703.62414,4646.8798568,6693.2382624,11003.4172486,null,9199.1937481,null],[3110.5333139,2966.0661133,3110.5333139,2966.0661133,3765.0741892,3110.5333139,4113.2516563,null,null,5099.2510036,3991.3573516,5485.9845118,5061.6880842,5265.7539808,null,3819.471023,4898.3305656,8067.9820984,4687.5090084,4654.66722,4608.4965838,null,2327.3477295,2094.5221903,3484.2468154,3668.8625056,3488.5210402,982.5880576,13111.2221304,null,13111.5177286,4028.227858,null,3528.0273756,4437.9864412,null,6948.0524685,4753.9672032,5737.9843553,4401.6790462,5371.7640353,6964.649023,1764.7356302,1518.9948257,13361.1504133,4038.3738242,1771.6071212,null,8316.7881801,null,4728.5615216,5812.2657765,4244.3304245,9461.2211146,6415.9773791,7862.7821939,10972.7487778,null,12505.19984,null],[3001.8876621,2919.0677561,3001.8876621,2919.0677561,3754.2982407,3001.8876621,3918.8994355,null,null,5098.7771383,3808.846867,5357.5525784,5061.2917873,5231.873055,null,3649.7066022,4768.4598687,8022.4744561,4618.4774036,4468.7286444,4455.8100471,null,2326.6102288,2037.6471859,3360.8538112,3606.6482963,3375.5676806,976.2370275,310.9402135,null,202.33243,3896.0907674,null,3425.0523768,4247.6165161,null,6927.6309824,4628.7391507,5730.6857975,4180.7290159,5361.7641803,6628.501219,1760.8219004,1516.5413519,null,3970.6994302,1771.5092724,null,8298.9403631,null,4703.1008237,5806.2049887,4242.6566028,8978.8937369,6384.3165808,7842.0317868,10971.7187056,null,12503.2671568,null],[2738.9610689,3061.076352,2738.9610689,3061.076352,4081.678107,2738.9610689,3065.2570061,null,null,5360.0635569,3018.5433324,5399.1423877,4194.9391816,4190.2984283,null,2952.0916083,4284.288374,7768.5522905,3876.3083417,3861.6144695,4002.6470788,null,2611.4285491,2097.414758,2989.6567242,3175.7635646,3074.8910063,1744.5184665,6276.0893967,null,6351.1514233,1374.9650636,null,3190.4624895,3807.7141452,null,4118.6635215,4093.3248556,6040.6048359,3170.9606477,6960.6122424,8701.8727745,1848.2567201,1773.4180571,null,3956.1204349,1665.7148092,null,5322.7585449,null,4000.8694533,8061.3126691,4454.0421025,7860.4183968,5933.2746214,6316.116651,11150.3889048,null,null,null],[2844.2153334,3221.2566578,2844.2153334,3221.2566578,4149.8200741,2844.2153334,2863.2236012,null,null,5110.7465383,2939.4737847,4887.8954196,4684.8589027,5323.8941446,null,2888.0948315,4377.34874,6582.0665373,4279.4312407,4215.4436139,4111.3239423,null,2382.3793937,2126.6267888,2961.0126479,2903.3069965,3048.8505093,818.3702133,4794.183885,null,4676.0340366,3675.4387269,null,3164.5317337,3921.1119678,null,5574.6722915,4642.4424721,7870.6776739,3857.2612078,8121.5242181,12279.4690912,1180.2815541,1461.5441391,null,3905.6902606,1426.8972668,null,6891.3068002,null,3153.7756399,8730.1266602,4010.5069318,7576.615812,4491.391932,6435.5460435,null,null,null,null],[2749.9157942,3150.1185063,2749.9157942,3150.1185063,4098.6083655,2749.9157942,2763.1019613,null,null,5077.0091416,2820.2276794,4870.6546807,4064.1286652,3589.8174315,null,2770.2900932,4188.1514843,6463.5538881,4122.0827811,4189.7445838,3918.4511534,null,2335.8314497,2039.8994271,2848.8893829,1816.3242689,2938.1266139,802.3565263,3966.5521006,null,3844.5845289,3346.3638655,null,3055.1988083,3722.6628829,null,3841.5936648,4474.9166513,5321.781229,3590.1658996,4392.4917811,null,1139.0529443,1402.2232066,null,3801.8372206,1179.0893202,null,4419.735914,null,3102.1732364,5502.524931,3939.1486171,7345.1398019,4446.5474874,5506.0803856,null,null,null,null],[2738.4099908,2874.396505,2738.4099908,2874.396505,3292.7541318,2738.4099908,2864.8870695,null,null,3826.2103687,2675.1214292,4796.5959655,3227.4380995,3919.7150829,null,2473.3724246,4122.6743663,4181.7690004,3850.8114043,3269.9675066,3966.4657765,null,2482.6323508,1662.8343466,1745.6179584,3052.4169545,1583.48973,1738.2520741,6109.6804103,null,6260.0218935,1371.8008934,null,1429.2856567,3791.5840561,null,3766.2670391,3461.2194427,5831.9904723,3098.9447134,6753.3119123,null,1771.9833363,1237.0239012,null,891.7109161,1176.983322,null,5202.9419565,null,1124.4245859,7374.6292735,311.0536217,null,549.4533476,1184.6269401,null,null,null,null],[2970.7334986,2910.6552222,2970.7334986,2910.6552222,3754.3022914,2970.7334986,3843.8402237,null,null,5078.6518332,3770.2547512,4220.6588376,5040.3310693,4822.502185,null,3632.3622482,4135.586432,8014.0121582,3953.4981031,3385.7229513,4012.1733878,null,2226.5122208,1992.776524,3344.6909014,3432.0659397,3338.747731,948.6485028,280.1439159,null,190.4263682,3224.8600269,null,3359.1944271,4024.9778204,null,6927.2493186,4446.3873231,4031.904824,4043.7815777,3806.5942312,null,1264.0297309,1131.9190464,null,3704.8798766,1453.4864925,null,8259.0428981,null,4428.8309097,null,3133.0182599,null,3852.3936855,6629.2386187,null,null,null,null],[2700.3536628,2773.2146918,2700.3536628,2773.2146918,3088.219564,2700.3536628,2739.142079,null,null,3351.7327449,2757.0203325,4482.6207626,3022.7385402,3360.0468292,null,2658.4853117,3405.5523391,3410.1530071,2275.627009,3663.9997756,2814.8792067,null,1987.1273666,1964.344567,2405.1564661,1749.7476136,2377.027064,757.9668025,3638.3658934,null,3414.4008802,1241.9744024,null,2362.9787856,2034.477936,null,3431.2221363,1028.5969238,4771.6425651,1528.9085901,3871.5611655,null,1130.4938128,1313.292263,null,2447.5969094,1089.6805477,null,null,null,1482.0510937,null,2108.6769733,null,2068.3080782,2796.8255895,null,null,null,null],[2738.3896381,2800.4183401,2738.3896381,2800.4183401,2989.1812707,2738.3896381,2799.933184,null,null,3119.7217017,2599.3621852,3813.6004893,3036.5284208,3902.9600459,null,2403.3320313,3314.7311304,2657.3416447,2488.2157541,2629.8419326,3196.0767233,null,2117.9555713,1659.6985213,1696.2396708,3008.3255044,1538.7236445,1385.5505524,5646.9467469,null,5811.55622,747.5707074,null,1388.9104436,3075.866304,null,3599.8508491,2242.739015,null,2524.7693981,262.1661494,null,1326.6779736,1086.2803519,null,866.6858952,1063.0104375,null,null,null,1100.9088923,null,273.8333847,null,250.8704321,1160.3224278,null,null,null,null],[2955.8025062,2759.7775801,2955.8025062,2759.7775801,3325.7639778,2955.8025062,3820.7617488,null,null,4215.1952128,3751.9016348,4145.2264849,2700.3870549,1438.8103572,null,3616.2139268,4109.3529395,4916.0055391,3777.1887666,3114.7064721,3991.0955101,null,1741.2123853,1962.976931,3335.9572288,1793.6503054,3331.5165876,566.5675116,195.252852,null,null,3200.8398702,null,3353.3253599,4010.5799662,null,890.1030615,4309.8499669,null,4029.2157389,3231.106689,null,705.9811152,900.7254719,null,3703.0545825,682.4217081,null,null,null,4353.9260482,null,3053.6574017,null,3484.290021,4322.5058044,null,null,null,null],[2776.8315339,1843.9638825,2776.8315339,1843.9638825,1102.9688619,2776.8315339,3801.7451648,null,null,486.432944,3710.0264015,2664.9841371,593.5397511,1261.1474587,null,3527.126862,3205.7310738,null,3673.0791749,2466.8628633,3409.0036819,null,697.1951132,1943.4450011,2881.9874536,1391.1769451,2742.317289,558.4295699,86.963372,null,null,3089.3875813,null,2611.2929992,3778.7566561,null,52.4469491,4252.3249187,null,3973.9638463,779.5094587,null,495.5804883,895.2128214,null,2173.6545899,672.2471515,null,null,null,980.3940575,null,1205.5397377,null,1287.4069916,796.8878658,null,null,null,null],[2690.3546725,2751.9525938,2690.3546725,2751.9525938,2934.6266763,2690.3546725,2639.8764476,null,null,2999.4335917,2604.4967262,3695.3198434,3021.7274289,2805.8604766,null,2469.2992956,2449.4404773,null,1803.5149114,2942.7015207,2024.6246445,null,1958.306519,1830.0081771,2029.8971301,864.9893061,1945.393478,757.4742516,1378.6494999,null,null,654.5877065,null,1871.0285815,1463.4415631,null,2998.6402833,null,null,990.0353448,123.5814779,null,1121.3012679,1196.0468261,null,1674.9565525,797.6092909,null,null,null,721.6807599,null,1218.0604308,null,1051.4145016,75.9995926,null,null,null,null],[2223.6466336,2558.5456851,2223.6466336,2558.5456851,2918.4381657,2223.6466336,1797.6338583,null,null,3119.9678405,1774.6462845,null,3034.4404099,3556.8156113,null,1640.8188272,2047.5870557,null,1614.2068814,1807.6392635,1766.80746,null,2109.6565715,1401.695054,1158.181694,2140.7105128,1050.6905846,834.6458444,9.4225884,null,null,582.7961354,null,948.4667448,1385.1425882,null,3519.6888749,null,null,976.6050532,262.6041246,null,1312.9385541,1074.7652212,null,592.2440812,1063.0777581,null,null,null,220.8654002,null,271.3077563,null,78.5457905,1097.5968802,null,null,null,null],[1747.0922624,1386.4746046,1747.0922624,1386.4746046,1069.1992304,1747.0922624,2086.5364378,null,null,768.8509812,2108.534635,null,128.4648075,null,null,2066.4879563,107.7169838,null,207.4437587,165.0292998,89.2330996,null,921.7043248,1523.2038149,1903.0101409,20.5111338,1863.317912,465.6867311,635.5256495,null,null,24.2531418,null,1824.0965731,65.0389481,null,226.4158291,null,null,32.4916814,36.2865613,null,760.2498071,1033.2435532,null,1671.9201171,496.4884799,null,null,null,517.017999,null,1096.2670903,null,643.3883915,15.1465062,null,null,null,null],[1403.2587694,1587.1242462,1403.2587694,1587.1242462,1783.3640746,1403.2587694,1138.8037609,null,null,1877.8225786,null,null,639.2089244,null,null,1056.248294,1133.2435923,null,898.8960174,133.5870407,965.9204842,null,1277.4067046,880.3900895,745.9468849,59.658577,676.8584682,201.1572647,9.5171247,null,null,9.9656903,null,611.1648258,740.396629,null,11.4485237,null,null,470.9255852,62.4276909,null,782.2854106,653.9667702,null,382.3379986,316.0243092,null,null,null,45.4312061,null,166.7625692,null,43.4602809,404.5944682,null,null,null,null],[2611.8752307,1729.6412469,2611.8752307,1729.6412469,1030.2175769,2611.8752307,3590.8394744,null,null,null,null,null,575.6648864,null,null,3242.7176228,20.9224172,null,130.6804461,54.1093791,8.7262848,null,521.8668098,1602.1687677,2457.0306849,1346.0437953,2277.8416322,433.1624811,84.4392211,null,null,55.7710061,null,2105.5456524,42.1301318,null,36.7275401,null,null,130.4309456,131.9318475,null,139.3172897,453.4065957,null,1485.2924602,304.6898967,null,null,null,480.1183144,null,265.7659146,null,57.2358013,43.9466622,null,null,null,null],[0.7974289,0.7348067,0.7974289,0.7348067,0.8385763,0.7974289,null,null,null,null,null,null,0.7365421,null,null,0.9169155,1.158491,null,0.9410702,0.9003957,1.0838902,null,0.4309734,0.5135693,0.8288424,0.8446683,0.8341121,0.3819412,1.0937037,null,null,1.0158765,null,0.8502969,1.0538528,null,0.6552717,null,null,1.0681503,2.0615516,null,0.3020502,0.3564224,null,1.0241876,0.3582024,null,null,null,1.8988204,null,1.2465621,null,1.9688997,2.4836017,null,null,null,null],[1.2200165,1.0630618,1.2200165,1.0630618,1.0105916,1.2200165,null,null,null,null,null,null,0.5921045,null,null,1.3151311,1.4879889,null,1.4358801,1.0445028,1.4137158,null,0.7208653,0.8185151,1.0451996,0.8879705,0.9907829,0.4112917,0.9729849,null,null,0.6469723,null,0.9415925,1.3415045,null,1.4375015,null,null,1.1014128,1.0854011,null,0.5456663,0.5344198,null,0.7970956,0.385392,null,null,null,0.6768548,null,0.594061,null,0.8327004,null,null,null,null,null],[0.9310858,1.0083155,0.9310858,1.0083155,1.2547646,0.9310858,null,null,null,null,null,null,1.3057785,null,null,0.9830045,null,null,0.5507897,1.0943498,0.5572104,null,0.8514749,0.7443495,0.9758248,1.1060557,0.9892304,0.438496,1.9549676,null,null,0.6667098,null,1.0087163,0.4685828,null,2.4602366,null,null,0.4249385,0.7287457,null,0.5681751,0.577449,null,1.1474623,0.4198884,null,null,null,0.9541948,null,1.0906636,null,1.1755504,null,null,null,null,null],[0.7609346,0.6310945,0.7609346,0.6310945,0.6333197,0.7609346,null,null,null,null,null,null,0.6387358,null,null,0.9143381,null,null,0.9317703,0.8906804,1.0542897,null,0.3999733,0.4935906,0.7546653,0.6475794,0.7266909,0.3330741,1.0405679,null,null,0.9037123,null,0.7034941,1.0538185,null,null,null,null,1.0487385,1.4147894,null,0.2776166,0.2738689,null,0.6584823,0.2314008,null,null,null,0.8830296,null,0.5043718,null,0.718364,null,null,null,null,null],[0.9290709,1.003794,0.9290709,1.003794,1.2225905,0.9290709,null,null,null,null,null,null,0.6908633,null,null,0.9493654,null,null,0.5488851,0.7272878,0.5368825,null,0.8386175,0.7289575,0.920037,0.5878376,0.9270348,0.4372308,1.9301282,null,null,0.6614053,null,0.9397646,0.4579764,null,null,null,null,0.4225818,null,null,0.5670045,0.5713781,null,1.0480032,0.381919,null,null,null,0.899201,null,1.0032753,null,1.0994523,null,null,null,null,null],[1.0184916,0.8444522,1.0184916,0.8444522,0.7742022,1.0184916,null,null,null,null,null,null,0.4748999,null,null,1.1523865,null,null,0.6054394,0.6981508,0.5737465,null,0.5452576,0.6828383,0.9229084,0.8707912,0.8777034,0.4112853,null,null,null,0.5246874,null,0.8373641,0.5737563,null,null,null,null,0.5098437,null,null,0.431095,0.432121,null,0.7246648,0.3211759,null,null,null,0.6245285,null,0.5565138,null,0.8186789,null,null,null,null,null],[0.4955608,0.4661576,0.4955608,0.4661576,0.5171799,0.4955608,null,null,null,null,null,null,0.4580944,null,null,null,null,null,0.5380768,0.6599124,0.5572107,null,0.3910988,0.3395267,0.4412573,0.8669905,0.4272714,0.3401281,null,null,null,0.5172713,null,0.4171053,0.570158,null,null,null,null,0.5097857,null,null,0.3658561,0.2999872,null,0.4146393,0.2849251,null,null,null,0.5781323,null,0.4732029,null,0.8182598,null,null,null,null,null],[0.8882011,0.9909398,0.8882011,0.9909398,1.2219858,0.8882011,null,null,null,null,null,null,0.6895684,null,null,null,null,null,0.5216528,0.6006132,0.4778831,null,0.8323539,0.6573333,0.7930063,null,0.7921076,0.422705,null,null,null,0.6152371,null,0.7967028,0.4138066,null,null,null,null,0.3829663,null,null,0.5460934,0.5169055,null,0.8700224,0.3390809,null,null,null,0.756618,null,0.8356131,null,0.9418005,null,null,null,null,null],[0.7278038,0.5695476,0.7278038,0.5695476,null,0.7278038,null,null,null,null,null,null,0.5540739,null,null,null,null,null,0.7353449,0.757747,0.8108447,null,0.3448293,0.4860517,0.7542344,null,0.726667,0.3273975,null,null,null,0.8950744,null,0.7033737,0.855076,null,null,null,null,0.916403,null,null,0.2581185,0.2684567,null,0.652942,0.2276095,null,null,null,0.7377436,null,0.49011,null,0.6913324,null,null,null,null,null],[0.7170704,0.5669957,0.7170704,0.5669957,null,0.7170704,null,null,null,null,null,null,0.5527688,null,null,null,null,null,0.4538396,0.4537144,0.4561446,null,0.34097,0.485019,0.7469717,null,0.7212926,0.3254384,null,null,null,0.5426986,null,0.6996038,0.4565364,null,null,null,null,null,null,null,0.2402725,0.2619758,null,0.6527528,0.2235019,null,null,null,0.7360896,null,0.4750531,null,0.6241641,null,null,null,null,null],[0.5016403,0.4714472,0.5016403,0.4714472,null,0.5016403,null,null,null,null,null,null,0.4134529,null,null,null,null,null,0.4906308,0.5990318,0.4181501,null,0.3887337,0.4661318,null,null,0.6975501,0.2744355,null,null,null,0.6032348,null,0.7201088,0.3906521,null,null,null,null,null,null,null,0.3141799,0.3705566,null,0.8463761,0.2784035,null,null,null,0.739387,null,0.8342014,null,0.9356179,null,null,null,null,null],[0.4955253,0.4648377,0.4955253,0.4648377,null,0.4955253,null,null,null,null,null,null,0.4075092,null,null,null,null,null,0.5368421,0.5853746,0.553325,null,0.3885142,0.3393558,null,null,0.4250984,0.2983609,null,null,null,0.4429519,null,0.4146265,0.5673682,null,null,null,null,null,null,null,0.3648445,0.2999851,null,0.4107359,0.2677687,null,null,null,0.451963,null,0.470253,null,null,null,null,null,null,null],[0.4714078,0.4668259,0.4714078,0.4668259,null,0.4714078,null,null,null,null,null,null,0.4003941,null,null,null,null,null,0.485817,null,0.4179742,null,0.3825969,0.3679258,null,null,0.501723,0.2641513,null,null,null,0.6030845,null,0.5031632,0.3874611,null,null,null,null,null,null,null,0.266725,0.2657515,null,0.5341451,0.1935349,null,null,null,0.4986176,null,0.4551945,null,null,null,null,null,null,null],[0.4604232,0.4185807,0.4604232,0.4185807,null,0.4604232,null,null,null,null,null,null,0.5233737,null,null,null,null,null,0.4320674,null,0.4558972,null,0.2962187,0.2880696,null,null,0.4136252,0.2634475,null,null,null,null,null,0.4034407,0.4562905,null,null,null,null,null,null,null,0.2181515,0.1890282,null,0.4004144,0.1718711,null,null,null,0.5910671,null,0.3803779,null,null,null,null,null,null,null],[0.4900573,0.4638123,0.4900573,0.4638123,null,0.4900573,null,null,null,null,null,null,0.3724785,null,null,null,null,null,0.4480149,null,0.4366108,null,0.3881807,0.3352706,null,null,0.4142474,0.2983557,null,null,null,null,null,0.4041209,0.4472022,null,null,null,null,null,null,null,0.3640442,0.2997993,null,0.4015564,0.2633017,null,null,null,null,null,0.4684735,null,null,null,null,null,null,null],[null,0.4185805,0.4547119,0.4185805,null,0.4547119,null,null,null,null,null,null,0.4998218,null,null,null,null,null,0.4320573,null,0.4524084,null,0.2961165,0.2645925,null,null,0.3553707,0.2248287,null,null,null,null,null,0.3387716,0.4558808,null,null,null,null,null,null,null,0.2135901,0.1686553,null,0.3067374,0.1601388,null,null,null,null,null,0.2770404,null,null,null,null,null,null,null],[null,0.322933,0.3288849,0.322933,null,0.3288849,null,null,null,null,null,null,null,null,null,null,null,null,0.4221164,null,0.4223121,null,0.3136143,0.2391166,null,null,0.3112181,0.2710503,null,null,null,null,null,0.3106364,0.4417426,null,null,null,null,null,null,null,0.3310319,0.2566115,null,0.3416121,0.249958,null,null,null,null,null,0.4559056,null,null,null,null,null,null,null],[null,0.4659899,0.4714075,0.4659899,null,0.4714075,null,null,null,null,null,null,null,null,null,null,null,null,0.3942383,null,0.3429184,null,0.37966,0.3678939,null,null,0.5004271,0.2535173,null,null,null,null,null,0.5018058,0.3110109,null,null,null,null,null,null,null,0.2643116,0.2653663,null,0.5325274,0.1935147,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,0.3189448,0.3230916,0.3189448,null,0.3230916,null,null,null,null,null,null,null,null,null,null,null,null,0.4140289,null,0.4136911,null,0.29682,0.2097401,null,null,0.2711231,0.2660187,null,null,null,null,null,0.2639295,0.422005,null,null,null,null,null,null,null,0.2804632,0.2000454,null,null,0.1949018,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,0.3238097,0.3818773,0.3238097,null,0.3818773,null,null,null,null,null,null,null,null,null,null,null,null,0.4268485,null,0.4435885,null,0.2260609,0.2348319,null,null,0.3413723,0.2095472,null,null,null,null,null,0.3283498,null,null,null,null,null,null,null,null,0.1855961,0.1519254,null,null,0.135787,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,0.4294842,0.3931268,0.4294842,null,0.3931268,null,null,null,null,null,null,null,null,null,null,null,null,0.368804,null,null,null,0.3632674,0.2714114,null,null,0.3368258,0.2408117,null,null,null,null,null,0.3340215,null,null,null,null,null,null,null,null,0.2390742,0.2040679,null,null,0.1528072,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.284471,0.300447,null,0.284471,null,null,null,null,null,null,null,null,null,null,null,null,0.3536979,null,null,null,0.2624139,0.2118008,null,null,0.2966981,0.2033698,null,null,null,null,null,0.2993984,null,null,null,null,null,null,null,null,0.1852049,0.1630577,null,null,0.1347929,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,0.3805061,0.3200797,null,0.3805061,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.219148,0.2336305,null,null,0.3412678,0.2088092,null,null,null,null,null,0.3282532,null,null,null,null,null,null,null,null,0.1790716,0.148707,null,null,0.1335737,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.315351,null,0.3213449,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2882084,0.2062082,null,null,0.2691682,0.2613873,null,null,null,null,null,0.261706,null,null,null,null,null,null,null,null,0.2682673,0.1915298,null,null,0.1858973,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.2471607,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.254846,0.1631598,null,null,0.2234197,0.2480373,null,null,null,null,null,0.2209517,null,null,null,null,null,null,null,null,0.2560388,0.1748882,null,null,0.1818856,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,0.2926405,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2601881,0.2032036,null,null,0.2837432,0.2033687,null,null,null,null,null,0.287194,null,null,null,null,null,null,null,null,null,0.1604008,null,null,0.132766,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1899949,0.1764801,null,null,0.2704292,0.1918299,null,null,null,null,null,0.2647372,null,null,null,null,null,null,null,null,null,0.1325321,null,null,0.1234638,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2117118,0.1517948,null,null,null,0.2353413,null,null,null,null,null,0.2171991,null,null,null,null,null,null,null,null,null,0.1438468,null,null,0.1538473,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1858324,0.1431797,null,null,null,null,null,null,null,null,null,0.2086417,null,null,null,null,null,null,null,null,null,0.1211789,null,null,0.1155834,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.2073077,0.1734799,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1393843,null,null,0.1236956,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1615521,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1264317,null,null,0.1176349,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1384471,null,null,0.1500323,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.1134151,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_marginal_var_sum.json b/tests/fixtures/r/fsm_lalonde60_marginal_var_sum.json new file mode 100644 index 0000000..9e480b0 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_marginal_var_sum.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"marginal var sum"},"z":[2,1,2,1,2,1,2,1,1,2,2,1,2,1,1,1,2,1,2,2,2,2,2,2,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,2,1,1,1,2,2,2,2,2,1,2,1,1,1,1,1,2,2,2,2,1],"selected":[1,2,33,50,15,58,22,60,48,8,52,59,36,54,29,31,49,19,10,41,45,9,57,55,32,39,18,5,42,30,56,38,12,17,4,21,13,14,37,35,20,53,3,26,23,6,51,40,43,7,11,16,28,44,46,25,27,47,34,24],"criteria":[[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[null,null,0.1151519,0,0.1151519,0.1151519,0.472921,15.7367714,4.5174512,0.4680231,0.4680231,3.4129235,0.4914636,2.1365519,12.8240238,0.4902694,3.37525,1.9066796,4.2332214,4.4423262,3.4938971,21.5552046,0.300538,0.3821079,0.7275637,2.9826526,0.8239644,1.5602626,7.5280769,4.8659597,7.6393086,6.7719655,29.7836314,0.9351961,3.7830994,10.5176496,2.249331,4.8561188,8.0628372,4.1078599,7.9340602,6.0490711,1.0124208,0.8972689,8.0936767,1.5284317,1.1389807,10.4480092,6.1516019,26.9695349,4.0136582,10.1138471,2.7921276,7.9431641,5.0128409,6.0351103,5.8664671,11.5123486,10.2077504,10.0050405],[null,null,0,0.1151519,0.4606076,0,0.1274653,16.0822271,4.1719955,1.0437826,0.1225674,2.8371639,0.8369194,2.0214,13.6300872,0.1448137,2.7994904,2.7127429,3.4271581,3.8665666,2.9181375,20.979445,0.6459938,0.266956,0.3821079,2.6371969,0.4785087,1.6754145,6.9523174,4.5205039,7.063549,5.9659021,null,0.5897404,3.2073399,10.4024977,2.5947867,4.0500555,7.4870777,3.5321004,7.3583006,5.7036154,1.3578765,1.0124208,7.5179172,1.182976,1.2541326,9.8722496,6.2667538,27.0846868,3.6682025,9.3077837,2.6769757,7.3674046,5.1279928,5.9199584,5.5210114,12.5487158,10.5532061,11.2717115],[null,null,19.5486825,19.8557543,20.3163619,19.5486825,19.0818506,28.1204197,20.749471,20.8959,19.3605412,18.8944322,19.4847345,17.4502766,29.4775245,19.3358231,19.3209922,19.5098829,19.4695844,17.0387502,19.3209922,25.9976327,20.2422075,19.489359,19.3358231,16.685291,19.3605412,17.3569299,21.9313473,20.8014142,21.9659527,16.5985182,null,19.3951466,19.3951466,16.7722815,18.9875557,19.6475551,18.5107494,18.8359616,19.228419,18.4581895,20.4795017,20.0188941,21.8468454,19.6324409,19.6858774,16.907145,17.5950236,null,17.2795024,20.3050579,20.5819012,21.4961894,22.1693731,20.2524225,21.9312289,25.3878329,23.3270326,27.2189595],[null,null,18.0564579,18.0564579,18.2099938,18.0564579,18.0588828,20.7264199,17.5287491,18.4626856,18.1556138,19.2902898,16.9209337,15.7499709,null,18.1111212,19.89835,17.4242868,20.3342395,18.3035891,19.858801,20.2515388,18.0369667,17.8784872,18.0320231,15.931346,18.0369667,16.8005728,19.858801,17.1839027,19.8736319,19.2495289,null,18.0517976,19.8736319,18.9664288,16.0426004,20.3935631,22.1661883,19.6262988,22.1198306,18.939645,18.1556138,18.002078,19.5688567,18.2099938,17.4599576,21.3274464,15.8807403,null,17.3236226,23.4834503,18.7139607,21.6385078,19.8559392,18.0728358,20.2121639,24.377369,23.2180095,23.2712942],[null,null,18.7942516,18.6215238,18.5639478,18.7942516,19.0086282,21.0711503,19.3484388,18.5263589,18.9869665,20.1986571,17.8437147,17.8394865,null,18.8992171,20.3579867,17.9549781,20.8032517,19.6692414,20.219565,22.1407488,18.1622779,18.334494,18.6223738,17.9478834,18.5717016,17.7691493,20.7535067,18.8188354,20.7102499,20.4071771,null,18.5284448,20.0675484,20.3600893,17.2130503,20.5214648,20.5032916,19.859587,20.4586499,18.4008563,17.9249836,17.9825596,20.4259579,18.4295722,17.6825739,21.6284307,17.7284021,null,18.1237478,21.1728177,18.25416,20.4667465,18.5572566,17.989619,19.1155009,null,19.4575386,19.9832338],[null,null,21.8208461,21.8400381,21.974382,21.8208461,21.7622103,24.5557389,21.9797622,22.2028674,21.8957956,22.2687097,21.6113997,21.0986559,null,21.8822007,22.4658236,21.6245957,22.7933232,21.497605,22.4757108,null,21.9434843,21.8060153,21.9019752,20.9525573,21.9254574,20.8160643,23.1579614,22.0341567,23.1888591,21.7611396,null,21.9563551,22.5461576,22.1219026,21.6211828,22.956463,22.8073613,22.3108046,23.1447333,22.3303018,22.1511168,22.0167729,23.1902026,22.1541003,21.8856063,22.3932005,21.6756162,null,21.372061,24.1268971,22.6896891,24.2059814,23.7037867,23.0308415,23.9523457,null,25.0184518,26.4601354],[null,null,19.345734,19.2996733,19.345734,19.345734,19.4285068,19.2819612,19.2029531,19.4201435,19.4201435,19.8207425,18.7522916,18.5359722,null,19.362303,19.9951275,19.0712965,20.2715771,19.4431298,19.9091083,null,19.0861935,19.0520824,19.1902647,18.6065911,19.162086,18.7236831,19.8468186,18.8386354,19.8245723,20.0303468,null,19.1398397,19.8245723,20.7597301,18.2952084,20.120302,19.7007215,19.6902728,19.6361247,18.4773665,18.9705125,18.9244518,19.6215253,19.1101779,18.6778052,21.2285636,18.6450152,null,18.933004,20.2137366,19.1484832,20.354035,19.5695955,18.9733333,19.844307,null,19.9048586,null],[null,null,21.2525027,21.1373508,21.1143204,21.2525027,21.36825,24.1793208,21.8572584,21.1255711,21.4019357,22.0353261,20.8422107,20.9293771,null,21.3500276,22.0578755,20.7153703,22.4093486,21.5376762,21.9837211,null,20.8844416,20.9944452,21.2017187,20.8575768,21.1794723,20.3571624,22.7045379,21.6488914,22.6882239,21.8600098,null,21.1631583,21.9169821,22.0596045,20.7020369,22.2936677,22.4097266,21.7162948,22.5992721,21.8069623,20.8043548,20.8273852,22.5965395,21.157226,20.7268806,null,21.1021487,null,20.752622,23.1998706,21.1679666,22.5472949,21.5615143,21.375126,21.9803404,null,22.6167251,null],[null,null,20.7759766,20.6761783,20.6531479,20.7759766,20.8923464,null,20.9728374,20.6678308,20.9134882,21.5474288,20.4948514,20.6933421,null,20.8793772,21.5579727,20.472943,21.8638511,21.2813229,21.5144688,null,20.5073108,20.615803,20.7923693,20.7132807,20.7829764,20.2531492,21.7478199,20.8512276,21.7433707,21.6629199,null,20.7785271,21.4862901,21.9986458,20.5116723,21.8223246,21.5839636,21.3721718,21.7017421,21.0325161,20.4954461,20.5184765,21.7095728,20.8101663,20.4665989,null,21.0509523,null,20.7021572,22.2558928,20.8792985,22.1670279,21.2674365,21.2266825,21.6332807,null,21.7847567,null],[null,null,18.8513822,18.859059,18.9435037,18.8513822,18.8482962,null,18.8535285,19.0508309,18.8665878,18.961826,18.5130479,18.1992179,null,18.8176459,19.0709829,18.6923998,19.2545552,18.4956354,18.9978172,null,18.7235122,18.6022233,18.6713144,18.0943628,18.6470906,18.1519972,19.2015066,18.5896873,19.1822264,18.750928,null,18.6278105,18.9251458,19.402154,18.164403,19.1240434,18.9741628,18.7554077,19.0422688,18.4421837,18.6226622,18.5382174,19.0306184,18.6001261,18.3616413,null,18.2488256,null,18.201087,null,18.6729172,19.3537585,19.064714,18.5475364,19.2007772,null,19.6450167,null],[null,null,17.8911216,17.8801548,17.934989,17.8911216,17.9169208,null,18.0927741,17.997007,17.9092722,18.1284997,17.6044786,17.4805856,null,17.8548923,18.1637134,17.757564,18.3261784,17.7830834,18.0761406,null,17.6842763,17.6029786,17.6797465,17.3750235,17.6465536,17.3060436,18.3727753,17.7980272,18.3438197,18.0054143,null,17.6175981,17.9765617,18.5955603,17.2957893,18.1397329,17.8071514,17.8298235,17.8496663,17.3203059,17.5232552,17.468421,18.1957226,17.5441498,17.3333246,null,17.4914381,null,17.295543,null,17.5019873,18.1326392,17.7332583,17.4234921,17.8725481,null,null,null],[null,null,19.6663151,19.6334146,19.6663151,19.6663151,19.7226056,null,19.9606898,19.7254677,19.7254677,20.0582537,19.5471539,19.6795357,null,19.6901561,20.0399792,19.6746251,20.2434462,19.8811793,19.9905429,null,19.5109439,19.4925818,19.5912835,19.6421768,19.5771588,19.3215074,20.3253142,19.8183856,20.3154269,20.1727926,null,19.5672715,19.9481689,null,19.5588351,20.1714104,19.8304628,19.8581087,19.9084581,19.6009402,19.4643325,19.431432,20.2769043,19.5700965,19.3938806,null,20.0499722,null,19.5632674,null,19.6394783,20.4284073,19.9822936,19.9579957,20.1845191,null,null,null],[null,null,17.2124131,17.2083005,17.2617639,17.2124131,17.2118369,null,17.409604,17.324338,17.2256364,17.4535413,16.9545214,16.7373558,null,17.1808789,17.5025376,17.0022079,17.6420359,17.0366224,17.4315612,null,17.056515,16.9772376,17.0389261,16.5966227,17.0127072,16.5554605,17.7885809,17.1802642,17.7660697,17.1427302,null,16.990196,17.3529045,null,16.6598443,17.4958457,17.2849731,17.1918798,17.3785327,16.8333781,16.9325711,16.8791077,17.6377953,16.9372286,16.7529875,null,16.6686503,null,16.532868,null,16.9255943,null,17.1532144,16.7988974,17.266951,null,null,null],[null,null,18.4113637,18.4072511,18.4607145,18.4113637,18.4416836,null,18.7514524,18.529115,18.4304134,18.5982065,18.3582995,18.4669882,null,18.3914823,18.5566714,18.5405553,18.7019962,18.4624395,18.4973478,null,18.2845977,18.2111466,18.2728352,18.391544,18.2524427,18.1363513,null,18.5777198,18.8493357,18.686708,null,18.2357579,18.4361704,null,18.3371483,18.5907645,18.4742549,18.3537401,18.5281522,18.4171641,18.1956123,18.1421489,18.7969455,18.2060962,18.1093761,null,18.780467,null,18.236765,null,18.2352468,null,18.5036519,18.4972627,18.6232149,null,null,null],[null,null,17.2601827,17.2729774,17.3369507,17.2601827,17.2745109,null,17.4102607,17.4158493,17.2623134,17.3291998,17.2611562,17.3530048,null,17.2293559,17.2892567,17.4773105,17.4036319,17.2423105,17.2398204,null,17.1886418,17.0920993,17.1304833,17.2854538,17.1140045,17.0825479,null,17.2650416,null,17.4490787,null,17.1008215,17.1903841,null,17.2704646,17.3146466,17.3322955,17.1287013,17.3706384,17.3773757,17.1194309,17.0554577,17.3666041,17.081047,17.0333862,null,17.6945852,null,17.1607515,null,17.1349441,null,17.4015118,17.4057468,17.4765374,null,null,null],[null,null,16.5687051,16.5814998,16.645473,16.5687051,16.559003,null,16.6080523,16.720252,16.5667161,16.680356,16.4111922,16.2495985,null,16.5296389,16.7116502,16.5230934,16.8219057,16.376029,16.6539745,null,16.4765657,16.3759035,16.4142875,16.1329151,16.393689,16.0968894,null,16.422055,null,16.4925424,null,16.3763863,16.5921791,null,16.2106421,16.7082022,16.6524577,16.4701913,16.7216491,16.3907014,16.3826367,16.3186634,16.7106139,16.3401331,16.2244004,null,null,null,16.0831293,null,16.3651923,null,16.6029222,16.3365467,16.6738281,null,null,null],[null,null,15.7201974,15.7483456,15.8225546,15.7201974,15.6999147,null,15.8277142,15.9093725,15.704658,15.7395566,15.6408558,15.5071955,null,15.6741723,15.7611181,15.8014506,null,15.5150156,15.7149776,null,15.6849569,15.5639787,15.5818912,15.4069064,15.5662364,15.3861018,null,15.6787512,null,15.6342515,null,15.5535477,15.6680131,null,15.5102513,15.7615684,15.8087046,15.5750031,15.861196,15.6760048,15.6177236,15.5435146,15.8545966,15.5324549,15.4721572,null,null,null,15.3768059,null,15.5918278,null,15.8426042,15.6317494,15.8760372,null,null,null],[null,null,16.3746,16.3822768,16.4360144,16.3746,16.3861408,null,16.5531634,null,16.3801912,16.4710449,16.3227141,16.3457475,null,16.3503647,16.4584411,16.4915163,null,16.3441213,16.4136189,null,16.3017124,16.2223362,16.2607202,16.2853476,16.2457245,16.1488822,null,16.4146901,null,16.5231146,null,16.233695,16.3686318,null,16.2782531,16.4839769,16.5457224,16.3015363,16.582128,16.4708728,16.238434,16.1846964,16.5774741,16.2152388,16.14439,null,null,null,16.2118293,null,16.2587543,null,16.4936733,16.4256856,16.5687083,null,null,null],[null,null,14.8870149,14.899577,14.9540124,14.8870149,14.8852996,null,15.0631301,null,14.8888218,14.9792935,14.8116525,14.7489541,null,14.8640137,14.9957105,14.9517604,null,14.8134856,14.959577,null,14.8434549,14.7624355,14.7917469,14.6895791,14.7804215,14.6296765,null,14.9459699,null,14.9606954,null,14.7717926,14.9256008,null,14.7348679,15.0294909,15.1179861,14.8548672,null,14.964425,14.7997712,14.7453357,15.1558252,14.7642423,14.6910775,null,null,null,14.6810005,null,14.8255342,null,15.0608292,14.9152731,15.1201837,null,null,null],[null,null,15.5164726,15.533222,15.5918448,15.5164726,15.519636,null,15.7261179,null,15.5122045,15.5430094,15.4970241,15.5160891,null,15.4855089,15.5285073,15.6830337,null,15.4472011,15.4885987,null,15.4718494,15.3805677,15.4056918,15.4591638,15.3924788,15.3486809,null,15.6022416,null,15.6129837,null,15.3819623,15.4489598,null,15.4698292,15.5448874,15.5255979,15.3940943,null,15.5173433,15.4168403,15.3582175,null,15.3668618,15.3253205,null,null,null,15.3945765,null,15.419128,null,15.6453974,15.5902498,15.6944896,null,null,null],[null,null,14.3023086,14.3215005,14.3790765,14.3023086,14.295634,null,null,null,14.2962206,14.3352322,14.2580253,14.2057019,null,14.2734125,14.3450786,14.4144581,null,14.2029373,14.3118214,null,14.277395,14.1877062,14.2068982,14.1490936,14.1964492,14.1001854,null,14.2770386,null,14.3408429,null,14.1884719,14.2804743,null,14.1998968,14.3678952,14.500297,14.2210787,null,14.4161691,14.2369471,14.1793712,null,14.1812812,14.1339076,null,null,null,14.1362146,null,14.2446703,null,14.4675623,14.3463514,14.5065496,null,null,null],[null,null,14.7927078,14.8118998,14.8694757,14.7927078,14.7923234,null,null,null,14.787294,14.8486825,14.7920753,14.8091276,null,14.76516,14.8375002,14.974487,null,14.773038,14.8055913,null,14.7711649,14.6821502,14.7013422,14.7627289,14.6915673,14.6656102,null,14.8054116,null,14.9315804,null,14.6842642,14.7762666,null,14.7890913,14.8650358,14.8994819,14.731848,null,14.8679694,14.7347618,14.6771858,null,14.67977,14.6515622,null,null,null,14.7225017,null,14.747878,null,14.975489,14.929266,null,null,null,null],[null,null,14.1652884,14.1800514,14.2302459,14.1652884,14.1695499,null,null,null,14.1602878,14.2499871,14.1596905,14.1952102,null,14.1369006,14.2301549,14.327239,null,14.1843468,14.1947889,null,14.1247184,14.0455004,14.0661687,14.1470227,14.0541899,14.0416659,null,14.2023401,null,14.3285908,null,14.0444928,14.1588525,null,14.1450969,14.2378343,14.3080928,14.1155439,null,14.2556109,14.0733807,14.0231863,null,14.0285211,13.99966,null,null,null,14.076766,null,14.0677468,null,null,14.2282002,null,null,null,null],[null,null,13.7607085,13.7813768,13.8374764,13.7607085,13.7537423,null,null,null,13.7490421,13.8139018,13.7296055,13.6946122,null,13.7248944,13.8114829,13.8867922,null,13.6997562,13.7745958,null,13.7281461,13.6363572,13.6511202,13.63112,13.6383809,13.5781771,null,13.7583924,null,null,null,13.6279232,13.7363777,null,13.6670202,13.8079332,13.9669824,13.680016,null,13.875885,13.6722451,13.6161454,null,13.6089092,13.5756413,null,null,null,13.5821027,null,13.6487162,null,null,13.7403944,null,null,null,null],[null,null,13.6275407,13.6490526,13.703465,13.6275407,13.6214368,null,null,null,13.6157051,13.6602034,13.6356545,13.6400342,null,13.5945996,13.6448707,13.7948158,null,13.5851914,13.6132532,null,13.608531,13.519976,13.5313646,13.583176,13.5208526,13.5029311,null,13.6792249,null,null,null,13.5124593,13.5817171,null,13.6202139,13.6484764,null,13.5378326,null,13.7320245,13.5645273,13.5101149,null,13.5000731,13.4872867,null,null,null,13.5217869,null,13.5485784,null,null,13.6912254,null,null,null,null],[null,null,13.327634,13.3516767,13.40862,13.327634,13.3170477,null,null,null,13.3122898,13.342209,13.3160771,13.2840215,null,13.2902064,13.3369688,null,null,13.2442419,13.3033955,null,13.3087967,13.2142021,13.22306,13.2217467,13.2115701,13.1741364,null,13.3559102,null,null,null,13.202199,13.268926,null,13.2682751,13.3311986,null,13.2188571,null,13.3813034,13.2589258,13.2019825,null,13.1859013,13.1678571,null,null,null,13.17315,null,13.2300924,null,null,13.3291501,null,null,null,null],[null,null,13.147782,13.1587488,null,13.147782,13.1507697,null,null,null,13.1470415,13.2164863,13.1373063,13.1555779,null,13.1285382,13.2057388,null,null,13.1465661,13.1786195,null,13.1177936,13.0545592,13.0742995,13.1156671,13.0656835,13.0261573,null,13.2340949,null,null,null,13.0590449,13.1527713,null,13.1285086,13.2265812,null,13.1132794,null,13.2852153,13.0838944,13.0422204,null,13.0522651,13.0211048,null,null,null,13.0718254,null,13.0967919,null,null,13.2341211,null,null,null,null],[null,null,12.8003342,12.8178812,null,12.8003342,12.7967601,null,null,null,12.7925899,12.84876,12.7895154,12.7817881,null,12.7736629,12.8438596,null,null,12.773659,12.8158928,null,12.7813873,12.704569,12.7177292,12.7380681,12.7086895,12.6788725,null,12.8722794,null,null,null,12.7016271,12.7887734,null,12.7648286,12.8551557,null,12.7484734,null,null,12.7449457,12.6966916,null,12.6931523,12.6694183,null,null,null,12.70577,null,12.7412931,null,null,12.8580287,null,null,null,null],[null,null,12.3330043,12.3512367,null,12.3330043,12.3283278,null,null,null,12.3244651,12.3926274,12.3294274,12.3225566,null,12.3072242,12.3879843,null,null,12.3273517,12.3627718,null,12.3213218,12.2462436,12.2567992,12.2827185,12.2488276,12.2292328,null,null,null,null,null,12.2427098,12.338857,null,12.3123661,12.4003146,null,12.303071,null,null,12.2901769,12.2431566,null,12.2367775,12.218995,null,null,null,12.2563326,null,12.2872139,null,null,12.4041168,null,null,null,null],[null,null,12.715334,12.7278088,null,12.715334,12.7164841,null,null,null,12.7125525,12.7888525,12.7047416,12.7142645,null,12.6953116,12.7818293,null,null,12.7254599,12.7566168,null,12.6921364,12.6285733,12.6448865,12.6788625,12.6369149,12.6077291,null,null,null,null,null,12.6307972,12.7327019,null,12.6923606,12.7999172,null,12.6970652,null,null,12.6609915,12.6197287,null,12.6248648,12.5976058,null,null,null,12.6470872,null,12.6695437,null,null,null,null,null,null,null],[null,null,12.2862691,12.3032032,null,12.2862691,12.2831409,null,null,null,12.2785453,12.327335,12.2910561,12.2980077,null,12.2624058,12.31868,null,null,12.2756979,12.295125,null,12.2752585,12.2051354,12.2152959,12.2618562,12.2078804,12.2010895,null,null,null,null,null,12.2022098,12.2728787,null,12.2854236,null,null,12.2416415,null,null,12.2464691,12.2024404,null,12.1969754,12.1836069,null,null,null,12.230495,null,12.2448299,null,null,null,null,null,null,null],[null,null,11.9322437,11.9491779,null,11.9322437,11.928154,null,null,null,11.9227751,null,11.9216501,11.9124613,null,11.9048908,11.9928341,null,null,11.9317398,11.9657895,null,11.912509,11.8406412,11.8508017,11.8700687,11.8416414,11.8225519,null,null,null,null,null,11.834226,11.9383087,null,11.8905479,null,null,11.9014986,null,null,11.8732508,11.8292221,null,11.8220123,11.8032564,null,null,null,11.8332116,null,11.8576531,null,null,null,null,null,null,null],[null,null,11.8581521,11.8769677,null,11.8581521,11.853045,null,null,null,11.8489801,null,11.8713074,11.8761403,null,11.8346823,null,null,null,11.8349109,11.8488899,null,11.8581233,11.7871964,11.7939701,11.8449393,11.7879117,11.7936546,null,null,null,null,null,11.7835012,11.8307148,null,11.8744904,null,null,11.8045542,null,null,11.836604,11.792199,null,11.782338,11.7758551,null,null,null,11.8253728,null,11.836972,null,null,null,null,null,null,null],[null,null,11.5563141,null,null,11.5563141,11.5505013,null,null,null,11.5453973,null,11.557807,11.5513599,null,11.5293547,null,null,null,11.5442524,11.5680291,null,11.5475613,11.4748896,11.4816633,11.5135287,11.4738601,11.4707356,null,null,null,null,null,11.4677048,11.5446196,null,11.5396143,null,null,11.5134404,null,null,11.5155731,11.4711682,null,11.4595623,11.4493765,null,null,null,11.4845974,null,11.5019826,null,null,null,null,null,null,null],[null,null,11.1691065,null,null,11.1691065,11.1619574,null,null,null,11.1569284,null,11.1798565,11.1756276,null,11.1422709,null,null,null,11.1472294,null,null,11.1682718,11.0952123,11.0992527,11.1409515,11.092401,11.1019921,null,null,null,null,null,11.0871104,11.1419681,null,11.1708232,null,null,11.1151029,null,null,11.1412119,11.0967673,null,11.0815597,11.0782494,null,null,null,11.1167584,null,11.1279096,null,null,null,null,null,null,null],[null,null,11.4331633,null,null,11.4331633,11.430686,null,null,null,11.4270203,null,null,11.4610791,null,11.4143577,null,null,null,11.4376737,null,null,11.4342217,11.3712378,11.3793186,11.4381103,11.3744617,11.3839059,null,null,null,null,null,11.371166,11.4300641,null,11.4602624,null,null,11.4085564,null,null,11.4191306,11.3787264,null,11.3735944,11.3655164,null,null,null,11.4266328,null,11.4298675,null,null,null,null,null,null,null],[null,null,10.8031639,null,null,10.8031639,10.7995979,null,null,null,10.7951168,null,null,null,null,10.7818861,null,null,null,10.8034724,null,null,10.8001835,10.7371274,10.7437941,10.7853416,10.7379788,10.7449187,null,null,null,null,null,10.7336466,10.7992197,null,10.804473,null,null,10.7759464,null,null,10.7786397,10.7392456,null,10.7311488,10.7220424,null,null,null,10.771301,null,10.7772098,null,null,null,null,null,null,null],[null,null,11.0513725,null,null,11.0513725,11.0488153,null,null,null,11.0463328,null,null,null,null,11.0348974,null,null,null,11.0615764,null,null,11.0549445,10.9961079,11.0039867,11.0471674,10.9999668,11.0031477,null,null,null,null,null,10.9974299,11.0642151,null,null,null,null,11.0440919,null,null,11.0441726,11.0059906,null,11.0021134,10.9914491,null,null,null,11.0481059,null,11.0595295,null,null,null,null,null,null,null],[null,null,10.4585254,null,null,10.4585254,10.4575507,null,null,null,10.4533861,null,null,null,null,10.4408858,null,null,null,10.4696141,null,null,10.4513403,10.3962357,10.4050091,10.4375524,10.3995712,10.4001085,null,null,null,null,null,10.3955456,null,null,null,null,null,10.4475613,null,null,10.4314245,10.3963306,null,10.3935682,10.3781497,null,null,null,10.4303795,null,10.4357141,null,null,null,null,null,null,null],[null,null,10.6920212,null,null,10.6920212,10.6881212,null,null,null,10.6852868,null,null,null,null,10.6744815,null,null,null,null,null,null,10.699891,10.6399012,10.6453847,10.6951914,10.6416416,10.6546059,null,null,null,null,null,10.6393111,null,null,null,null,null,10.6705775,null,null,10.690145,10.651761,null,10.6441134,10.6391904,null,null,null,10.6953002,null,10.7014141,null,null,null,null,null,null,null],[null,null,10.1555238,null,null,10.1555238,10.1523398,null,null,null,10.1491315,null,null,null,null,10.1376071,null,null,null,null,null,null,10.1544923,10.0985116,10.104992,10.1314537,10.1002089,10.1008711,null,null,null,null,null,10.096774,null,null,null,null,null,10.1327645,null,null,10.1379279,10.1025349,null,10.0965172,10.085091,null,null,null,10.1289915,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,10.3597296,10.3567359,null,null,null,10.3529181,null,null,null,null,10.3419715,null,null,null,null,null,null,10.3635811,10.3061843,10.3116677,10.3667089,10.3074624,10.3244295,null,null,null,null,null,10.3046054,null,null,null,null,null,10.3433272,null,null,10.3504837,10.3140937,null,10.3066599,10.3024925,null,null,null,10.3590725,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,9.8546761,9.8522727,null,null,null,9.8493241,null,null,null,null,9.8388897,null,null,null,null,null,null,9.8562875,9.8036765,9.8100486,null,9.8060624,9.8113979,null,null,null,null,null,9.8033659,null,null,null,null,null,9.8478567,null,null,9.8439773,9.8102965,null,9.8054762,9.7953248,null,null,null,9.8449497,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,10.0519665,10.0477921,null,null,null,10.0449698,null,null,null,null,10.0347112,null,null,null,null,null,null,null,10.0020221,10.0065736,null,10.0027633,10.0135471,null,null,null,null,null,10.0002426,null,null,null,null,null,10.043372,null,null,10.0468433,10.011342,null,10.0030564,9.9986821,null,null,null,10.0457878,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,9.7487559,null,null,null,9.746151,null,null,null,null,9.736828,null,null,null,null,null,null,null,9.7073055,9.7118949,null,9.7087514,9.7229732,null,null,null,null,null,9.7068438,null,null,null,null,null,9.7570398,null,null,9.7523442,9.7185497,null,9.7115725,9.7078205,null,null,null,9.7597474,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,9.5709196,null,null,null,9.5679302,null,null,null,null,9.5581773,null,null,null,null,null,null,null,9.5235976,9.5315247,null,9.5279513,9.5338411,null,null,null,null,null,9.5256138,null,null,null,null,null,9.5781893,null,null,9.5598114,9.5293546,null,9.528623,9.5162376,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,9.4816142,null,null,null,9.4793454,null,null,null,null,9.4700514,null,null,null,null,null,null,null,9.4409016,9.44474,null,9.4413783,9.4506133,null,null,null,null,null,9.4392031,null,null,null,null,null,null,null,null,9.4835541,9.4505439,null,9.442367,9.4395451,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,9.3155297,null,null,null,9.3124467,null,null,null,null,9.3030538,null,null,null,null,null,null,null,9.2712054,9.2773469,null,9.2738863,9.2846304,null,null,null,null,null,9.2716123,null,null,null,null,null,null,null,null,null,9.2780503,null,9.2743807,9.266153,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,9.0610227,null,null,null,null,9.0524208,null,null,null,null,null,null,null,9.0241068,9.0294215,null,9.0265238,9.0408022,null,null,null,null,null,9.0247669,null,null,null,null,null,null,null,null,null,9.0334275,null,9.0291477,9.023129,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,9.212395,null,null,null,null,null,null,null,9.1824382,9.1877529,null,9.1844445,9.1938174,null,null,null,null,null,9.1822769,null,null,null,null,null,null,null,null,null,9.1897054,null,9.1850149,9.1797945,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.9273173,8.9319102,null,8.929037,8.9424379,null,null,null,null,null,8.9272624,null,null,null,null,null,null,null,null,null,8.9364036,null,8.9311497,8.927831,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.7843554,8.7889483,null,8.7864976,null,null,null,null,null,null,8.7851455,null,null,null,null,null,null,null,null,null,8.7955543,null,8.7907229,8.7866651,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.5344351,8.5396139,null,8.5371617,null,null,null,null,null,null,8.5357688,null,null,null,null,null,null,null,null,null,null,null,8.5407909,8.5359926,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.6761247,8.6813035,null,8.6786159,null,null,null,null,null,null,8.6769877,null,null,null,null,null,null,null,null,null,null,null,null,8.6762404,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.429624,null,null,8.431678,null,null,null,null,null,null,8.4302169,null,null,null,null,null,null,null,null,null,null,null,null,8.4314153,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.294527,null,null,null,null,null,null,null,null,null,8.2951198,null,null,null,null,null,null,null,null,null,null,null,null,8.2963457,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.1937436,null,null,null,null,null,null,null,null,null,8.1940322,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,8.0642037,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_max_average.json b/tests/fixtures/r/fsm_lalonde60_max_average.json new file mode 100644 index 0000000..55b6d20 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_max_average.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"max average"},"z":[1,1,2,2,2,1,1,1,1,1,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,2,1,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,1,1,1,2,1,2,2,2],"selected":[33,50,36,42,22,59,49,51,56,48,52,26,58,57,39,8,32,41,14,55,28,53,37,46,54,34,47,27,20,25,60,44,24,16,7,11,38,40,43,18,13,1,3,6,35,19,23,15,2,4,21,30,12,17,5,10,9,45,31,29],"criteria":[[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,0.4926497,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,1.3307293,-0.0377202,-0.2441994,0.6688216,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,0.5158194,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,0.8726779,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,0.4926497,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,0.6688216,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,0.5158194,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,0.8726779,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,0.4926497,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,0.6688216,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,0.5158194,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,0.4926497,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,0.5158194,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,0.4926497,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,0.449136,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,0.4355373,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,null,null,0.3946458,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,null,null,null,0.2999334,0.0697427,0.0145876,0.1163146,0.38487,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,0.3260783,null,null,null,0.2999334,0.0697427,0.0145876,0.1163146,null,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,0.2999334,0.0697427,0.0145876,0.1163146,null,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,0.2983423,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,0.2515123,0.2539508,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,0.2515123,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,0.2151862,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,0.1726793,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,0.168276,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,0.1628588,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,0.1253656,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,0.1163146,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,0.088098,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,0.0697427,0.0145876,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,0.036518,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,null,0.0145876,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,0.0231708,-0.0496486,null,null,null,null,null,null,0.0145876,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,-0.0496486,null,null,null,null,null,null,0.0145876,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,-0.0377202,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,-0.0496486,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,-0.0496486,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,-0.052943,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,-0.0533754,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,-0.1281533,-0.0681658,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,-0.1281533,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.1075089],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,-0.1281533,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,-0.1120269,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,-0.1281533,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,-0.1290568,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,-0.134513,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,-0.1442796,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,-0.1537664,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,-0.1596103,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,-0.1720144,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,-0.1896672,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,-0.2049385,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[-0.2194899,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,-0.2194899,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,-0.2194899,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,-0.2441994,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,-0.245103,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,null,null,-0.2898678,null,-0.263351,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,-0.2792134,null,-0.3203133,null,null,null,-0.2898678,null,null,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,-0.2794773,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,null,null,-0.3203133,null,null,null,-0.2898678,null,null,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,-0.2794773,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,null,null,-0.3203133,null,null,null,-0.2898678,null,null,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,null,null,-0.3203133,null,null,null,-0.2898678,null,null,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,null,null,-0.3203133,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,-0.2925907,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,-0.2957029,null,null,null,null,-0.3203133,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,null,null,null,null,null,-0.3203133,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,-0.3394648,null,null,null,-0.3865475,-0.3842295,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,-0.3865475,-0.3842295,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,-0.3865475,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.5142035,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,-0.59134,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.6065627,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_max_pc.json b/tests/fixtures/r/fsm_lalonde60_max_pc.json new file mode 100644 index 0000000..e20d78f --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_max_pc.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"max pc"},"z":[2,1,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,1,2,2,1,2,2,1,1,2,2,1,2,2,1,2,2],"selected":[60,10,55,43,23,5,44,58,53,2,4,57,47,24,1,3,6,46,34,27,13,25,16,11,18,59,7,56,37,28,54,35,21,17,51,38,40,19,14,12,26,30,9,42,49,52,41,20,31,29,39,15,45,32,36,48,8,50,22,33],"criteria":[[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,1.446859,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,1.3403199,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,1.4026216,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,1.4103024,0.490261,1.1245389,1.1943792,0.7605422,2.2025882],[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,1.446859,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,1.3403199,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,1.4026216,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,1.4103024,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,1.3403199,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,1.4026216,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,1.4103024,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,1.3403199,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,1.4026216,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,1.3403199,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,1.2884018,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,1.2545481,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,1.1943792,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,1.1895435,0.2290864,null,0.490261,1.1245389,null,0.7605422,null],[0.9922547,1.1403283,0.9922547,1.1403283,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,1.1245389,null,0.7605422,null],[0.9922547,null,0.9922547,1.1403283,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,1.1245389,null,0.7605422,null],[0.9922547,null,0.9922547,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,1.1245389,null,0.7605422,null],[0.9922547,null,0.9922547,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,1.0833737,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[0.9922547,null,0.9922547,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,1.0545564,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[0.9922547,null,0.9922547,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,0.9922547,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,0.9922547,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,0.9687846,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,0.9272501,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,0.9168665,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,0.9084378,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,null,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,0.9064829,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,null,-0.1463665,-1.0321372,0.8649484,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,0.8545648,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,0.8273963,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,0.7605422,null],[null,null,null,null,null,null,0.7602435,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,0.490261,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,0.4757196,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,0.3216555,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,0.2290864,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,0.0525649,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,0.021414,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,0.0006468,null,-0.1370431,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,null,null,-0.1370431,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,-0.0548952,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,null,null,-0.1370431,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,-0.0747414,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,null,null,-0.1370431,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,-0.1085328,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,null,null,-0.1370431,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,-0.1463665,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,-0.2320965,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,-0.4101177,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,-0.5063885,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,-0.5460869,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,-0.5584229,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,null,null,null,-1.079959,null,null,-1.5834671,-0.6696645,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,-0.8310406,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,-0.8691262,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,-0.8777871,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,-0.9899515,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,-1.0003351,null,null,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,-1.0250436,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,-1.0321372,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,null,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,null,null,null,null,null,null,-1.079959,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,-1.2992397,-4.9030377,null,null,-1.4851978,null,null,null,null,null,null,null,null,null,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,-1.4851978,null,null,null,null,null,null,null,null,null,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.5834671,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-2.1676525,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.4094713,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.5385161,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-4.9030377,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_min_average.json b/tests/fixtures/r/fsm_lalonde60_min_average.json new file mode 100644 index 0000000..d8550bb --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_min_average.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"min average"},"z":[1,1,2,2,2,2,2,2,2,1,1,1,1,1,2,1,2,2,2,1,1,1,1,2,2,1,1,1,2,2,1,1,2,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,2,2,2],"selected":[29,31,45,9,10,5,17,12,30,21,2,4,15,23,19,35,1,3,6,13,18,43,40,38,11,7,16,24,44,60,25,20,27,47,34,54,46,37,53,28,55,14,41,32,8,39,57,58,26,52,48,56,51,49,59,22,42,36,50,33],"criteria":[[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,0.3865475,0.3842295,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,0.6065627,0.2925907,0.59134,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,0.5142035,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,0.3865475,0.3842295,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,0.59134,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,0.5142035,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,0.3865475,0.3842295,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,0.5142035,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,0.3865475,0.3842295,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,null,0.3842295,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,0.3394648,0.2194899,0.134513,-0.1726793,null,null,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,0.3203133,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,0.2957029,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,0.2925907,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,0.2898678,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,0.2794773,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,null,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,0.2794773,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,null,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,0.2792134,0.1290568,null,0.1896672,0.245103,0.0533754,null,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,0.245103,0.0533754,null,-0.4926497,0.263351,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,0.245103,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,0.2441994,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[0.2194899,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,0.2194899,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,0.2194899,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,0.2049385,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,null,-0.1253656,null,0.1290568,null,0.1896672,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,0.1720144,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,0.1596103,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,0.1537664,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,0.1442796,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,0.134513,-0.1726793,null,null,null,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,0.1290568,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,0.0533754,null,-0.4926497,null,0.1281533,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,0.0533754,null,-0.4926497,null,null,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,0.1120269,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,0.0533754,null,-0.4926497,null,null,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,0.1075089],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,0.0533754,null,-0.4926497,null,null,0.0681658,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,0.0533754,null,-0.4926497,null,null,null,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,0.052943,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,0.0496486,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,0.0377202,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,-0.0145876,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,-0.0231708,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,null,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,-0.036518,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,null,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,-0.0697427,null,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,-0.088098,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,-0.1163146,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,-0.1253656,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,-0.1628588,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,-0.168276,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,-0.1726793,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,-0.2151862,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,-0.2515123,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,null,-0.2539508,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,-0.2983423,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,-0.2999334,null,null,null,-0.38487,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,-0.3260783,-0.4355373,-0.8726779,-0.3946458,null,null,null,null,-0.38487,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,-0.4355373,-0.8726779,-0.3946458,null,null,null,null,-0.38487,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,-0.4355373,-0.8726779,-0.3946458,null,null,null,null,null,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,-0.4355373,-0.8726779,null,null,null,null,null,null,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,null,-0.8726779,null,null,null,null,null,null,null,null,-0.449136,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.4926497,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,null,-0.8726779,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,-0.5158194,null,null,null,null,null,null,null,-0.8726779,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,-0.6688216,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.8726779,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-0.8726779,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.3307293,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_min_pc.json b/tests/fixtures/r/fsm_lalonde60_min_pc.json new file mode 100644 index 0000000..5b3367e --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_min_pc.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"min pc"},"z":[1,2,2,2,2,1,2,2,2,1,2,2,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2,1,1,1,1,2],"selected":[33,22,50,8,48,36,32,45,15,39,29,31,20,41,52,49,42,9,30,26,12,14,19,40,38,51,17,21,35,54,28,37,56,7,59,18,11,16,25,13,27,34,46,1,3,6,24,47,57,2,4,53,58,44,5,23,43,55,10,60],"criteria":[[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,2.1676525,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,4.5385161,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,4.9030377,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,1.5834671,0.6696645,4.4094713,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,2.1676525,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,4.5385161,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,1.5834671,0.6696645,4.4094713,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,2.1676525,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,1.5834671,0.6696645,4.4094713,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,2.1676525,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,1.5834671,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,1.5834671,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,1.4851978,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,1.2992397,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,1.079959,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,1.0321372,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,1.0250436,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,1.0003351,0.5063885,0.9899515,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,0.9899515,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,0.8777871,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,0.8691262,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,0.8310406,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,0.6696645,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,0.5584229,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,0.5460869,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,0.5063885,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,0.4101177,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,0.2320965,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,0.1463665,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,-0.0006468,-0.8273963,0.1370431,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,-0.0006468,-0.8273963,null,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,0.1085328,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,-0.0006468,-0.8273963,null,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,0.0747414,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,-0.0006468,-0.8273963,null,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,0.0548952,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,-0.0006468,-0.8273963,null,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,-0.021414,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,-0.0525649,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,null,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,-0.2290864,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,-0.3216555,null,null,null,null,null,-0.9272501,null,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,-0.4757196,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,-0.490261,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,-0.7602435,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,-0.7605422,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,-0.8273963,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,-0.8545648,null,-0.9084378,null,null,-0.8649484,null,null,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,-0.9084378,null,null,-0.8649484,null,null,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,-0.9084378,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,-0.9064829,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,-0.9084378,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,-0.9168665,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,-0.9272501,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,-0.9687846,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[-0.9922547,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,-0.9922547,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,null,-1.1403283,-1.2884018,-0.9922547,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,null,-1.1403283,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,-1.0545564,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,null,-1.1403283,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,-1.0833737,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,null,-1.1403283,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,-1.1895435,null,-1.4103024,null,-1.1245389,-1.1943792,null,-2.2025882],[null,-1.1403283,null,-1.1403283,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,-1.1895435,null,-1.4103024,null,null,-1.1943792,null,-2.2025882],[null,null,null,-1.1403283,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,-1.1895435,null,-1.4103024,null,null,-1.1943792,null,-2.2025882],[null,null,null,null,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,-1.1895435,null,-1.4103024,null,null,-1.1943792,null,-2.2025882],[null,null,null,null,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,-1.1943792,null,-2.2025882],[null,null,null,null,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,-1.2545481,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,null,null,-2.2025882],[null,null,null,null,-1.2884018,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,null,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,null,null,-2.2025882],[null,null,null,null,null,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,-1.3403199,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,null,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,null,null,-2.2025882],[null,null,null,null,null,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4026216,null,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,null,null,-2.2025882],[null,null,null,null,null,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1.4103024,null,null,null,null,-2.2025882],[null,null,null,null,null,null,null,null,null,-1.446859,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-2.2025882],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-2.2025882]]} diff --git a/tests/fixtures/r/fsm_lalonde60_negative_Dopt.json b/tests/fixtures/r/fsm_lalonde60_negative_Dopt.json new file mode 100644 index 0000000..0b60ef0 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_negative_Dopt.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2],"args":{"s_function":"negative Dopt"},"z":[2,1,2,1,2,2,2,2,1,2,2,2,2,2,1,2,2,1,1,2,2,1,1,2,1,2,1,1,1,2,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2,1,2,1,2,2,1,1,1,1,1,2,1,1,2,1],"selected":[47,44,43,24,46,16,11,34,7,27,25,1,3,23,6,2,4,5,10,53,56,57,13,55,60,37,18,14,28,26,49,51,36,40,35,21,17,19,38,32,12,54,20,48,39,52,41,59,58,42,33,31,29,45,30,9,22,8,15,50],"criteria":[[-3260.1758357,-3360.3455787,-3260.1758357,-3360.3455787,-4539.0307333,-3260.1758357,-4147.5955128,-24794.4193632,-15381.9865859,-6388.5002861,-4037.7754343,-6168.4940471,-5129.8833629,-6272.9509488,-24456.0592177,-3872.9226235,-5182.7384841,-10267.0447278,-5192.2170879,-5231.9373975,-4902.8024504,-21046.3904528,-3118.0394375,-2283.6208887,-3572.4439724,-4592.4661563,-3587.0574575,-3317.5692924,-13197.3585549,-14657.9162516,-13201.8658605,-5939.8999283,-29671.8395822,-3637.5642019,-4752.0978438,-15683.0868927,-7558.1011613,-5308.9650673,-8872.7242211,-4519.5802844,-9543.1877849,-14346.2999854,-2597.3274355,-1987.8508754,-13595.4476142,-4198.523771,-1982.5199325,-18404.6926391,-9949.9489375,-33978.1344843,-6161.8720461,-9986.4116546,-4600.5693453,-9999.9591331,-7115.4527287,-8467.3537597,-11416.911588,-18468.8908463,-12935.2513685,-19277.2296345],[-3260.1758357,-3360.3455787,-3260.1758357,-3360.3455787,-4539.0307333,-3260.1758357,-4147.5955128,-24794.4193632,-15381.9865859,-6388.5002861,-4037.7754343,-6168.4940471,-5129.8833629,-6272.9509488,-24456.0592177,-3872.9226235,-5182.7384841,-10267.0447278,-5192.2170879,-5231.9373975,-4902.8024504,-21046.3904528,-3118.0394375,-2283.6208887,-3572.4439724,-4592.4661563,-3587.0574575,-3317.5692924,-13197.3585549,-14657.9162516,-13201.8658605,-5939.8999283,-29671.8395822,-3637.5642019,-4752.0978438,-15683.0868927,-7558.1011613,-5308.9650673,-8872.7242211,-4519.5802844,-9543.1877849,-14346.2999854,-2597.3274355,-1987.8508754,-13595.4476142,-4198.523771,null,-18404.6926391,-9949.9489375,-33978.1344843,-6161.8720461,-9986.4116546,-4600.5693453,-9999.9591331,-7115.4527287,-8467.3537597,-11416.911588,-18468.8908463,-12935.2513685,-19277.2296345],[-2047.171239,-2091.8829076,-2047.171239,-2091.8829076,-3213.8704057,-2047.171239,-3033.4778979,-24564.4886675,-15290.8268916,-4944.1627967,-2822.8787458,-6153.3691039,-4339.2713499,-6086.1804362,-22993.6225725,-2600.5887887,-5066.9169815,-9396.5319304,-5075.8104129,-5230.5939984,-4749.2685122,-19749.5711411,-1479.825546,-706.3603464,-2057.0959312,-4295.1222964,-2007.6394595,-2271.0364232,-13138.2937246,-14503.3220284,-13154.655989,-5936.1424764,-26956.5702213,-1992.749685,-4532.0460365,-15439.1553449,-7032.5296162,-5063.2369766,-8840.8695625,-4293.7555323,-9493.7154087,-14323.869814,-539.6727182,null,-13540.3163589,-2278.8575576,null,-18318.8675369,-9833.8119974,-33675.5865076,-4883.001053,-9985.9393201,-2070.2571693,-9177.457179,-3890.3007787,-6828.500755,-8277.5164149,-16797.8031515,-11388.2800712,-15078.3367293],[-2478.2642381,-2487.9486197,-2478.2642381,-2487.9486197,-3571.195447,-2478.2642381,-3526.1546905,-24500.153409,-15377.6273606,-5251.3602342,-3285.5477599,-6057.9430254,-3627.7050039,-5033.0490736,-24371.0905303,-3062.6925369,-5089.7656343,-9218.6899302,-5109.2918408,-5197.7679934,-4765.4959392,-20485.3608753,-1800.4286418,-1114.7118612,-2508.6648407,-3650.4670104,-2454.5062156,-2698.5143257,-13151.7110477,-14530.0592812,-13169.1643628,-5931.8352448,-27141.3059688,-2434.0869099,-4532.1362932,-15665.5848627,-5052.2166185,-5073.8654227,-8745.3956456,-4330.718529,-9529.4804704,-13770.2924588,null,null,-13594.6003948,-2689.802883,null,-18065.9602244,-7989.8550069,-32978.1583893,-5270.5773414,-9986.2431666,-2327.1543425,-8945.4492896,-3921.1201035,-4982.6071264,-8456.5908182,-16645.4453331,-11412.8049788,-14436.4505522],[-1936.8270539,-1934.0254466,-1936.8270539,-1934.0254466,-1939.1598701,-1936.8270539,-1943.1402061,-24501.2217308,-14904.922035,-1615.7385948,-1612.9392047,-5950.6296923,-2777.8121033,-6081.8854465,-21815.6195644,-1310.2975287,-4990.4286165,-1899.4983816,-4835.2960783,-4945.9205441,-4707.4075738,-19358.6154964,-578.872138,null,-419.5689367,-3646.4798405,-276.8463168,-2123.1882417,-12872.0545843,-13855.0172655,-12924.2114184,-5838.8386816,-26931.7005086,-166.1075081,-4522.7545939,-15437.5458527,-5550.678812,-4564.7409154,-8812.8067984,-4289.2333032,-9465.3277405,-13304.5806427,null,null,-13355.1104845,-42.9903852,null,-18237.0535002,-9338.6092204,-33632.410963,-3073.1430214,-9231.3117843,-1039.3098638,-8913.6356139,-3604.2402749,-5929.0719295,-4138.9942724,-11011.5879639,-11358.0624346,-6436.8963442],[-482.7836569,-1473.703806,-482.7836569,-1473.703806,-3209.4276457,-482.7836569,-201.736792,-21214.042057,-14040.2959986,-5233.2096409,-193.2900422,-6039.0125893,-3603.2503782,-5033.306237,-23982.7253363,-176.5481039,-4961.7248744,-8575.5451027,-4614.0998785,-5153.1652164,-4708.5941123,-20456.1625471,-1708.762623,null,-375.9325297,-3468.0769334,-492.3666809,-2492.0782502,-12968.3106041,-14145.272216,-12931.1507546,-5852.0493913,-27142.5793523,-635.4360499,-4528.6621032,-15490.1759507,-3550.0910897,-4954.1940824,-8625.4792324,-4328.5016219,-9523.3831568,-13561.8689586,null,null,-12853.9125499,null,null,-17935.9296339,-5749.4769238,-27851.4817599,-4856.3106842,-9924.7489697,-2249.7401481,-8037.0344249,-3628.5546319,-3944.8522649,-8414.4454586,-12788.1160272,-10761.4680822,-6215.8098286],[-483.3458098,-1348.9586512,-483.3458098,-1348.9586512,-2653.1367807,-483.3458098,-70.5794357,-18532.334186,-14024.7814825,-3929.3685541,-16.3178589,-5880.4540998,-3586.6334274,-2587.0802735,-17385.4624285,null,-4955.4708107,-6887.2716699,-4520.0781106,-5083.742712,-4700.8315083,-18711.3659834,-1119.8748014,null,-215.6141462,-1475.2003487,-335.3130585,-1999.0738567,-12899.7308892,-13978.9472872,-12860.3650874,-5832.9531577,-26857.5413951,-481.6251891,-4518.471692,-14852.0215593,-2672.2298029,-4874.9950029,-8541.356537,-4269.1875505,-9443.3530527,-9451.1109717,null,null,-12854.8137767,null,null,-13417.7720377,-3328.9996321,-19526.9242418,-4849.5940576,-9770.3114982,-2248.5551645,-8009.3465089,-3413.8580556,-2933.8421383,-8318.0671458,-9186.8575339,-10231.9840498,-251.9362313],[-1498.3783814,-1407.6984049,-1498.3783814,-1407.6984049,-1321.1216487,-1498.3783814,-1592.6872925,-24301.4644633,-14742.220714,-1014.840443,null,-5672.0988562,-2312.3718513,-5742.3726729,-21806.7366097,null,-4853.2330718,-1421.589305,-4779.467165,-4851.7186186,-4653.7213252,-19356.4797437,-386.0992473,null,-395.3003653,-3602.3614325,-273.9604992,-2076.0275637,-12872.7404604,-13858.1239657,-12916.5575548,-5834.5427894,-26871.4348859,-174.9931101,-4522.2472825,-15437.2452655,-5500.7619827,-4535.9859231,-8743.3423537,-4274.267545,-9380.9103284,-13176.2175187,null,null,-13271.4962625,null,null,-18108.7490524,-9338.7050569,-33262.7059233,-2801.8703331,-9162.7911643,-619.0456393,-7580.548791,-2446.7822506,-4728.0058956,-2545.3833403,-10700.835031,-10672.7498691,-5219.5949586],[-181.3974653,-559.881748,-181.3974653,-559.881748,-1148.6587753,-181.3974653,-33.6185478,-18558.2467521,-14011.1086422,-1760.3029519,null,-4993.0312541,-1338.7165424,-1169.6903668,-17518.6204363,null,-4682.8938981,-3456.6681192,-4512.6990011,-4579.4930995,-4585.8731218,-18734.3581036,-532.2382847,null,-101.7726795,-1427.3352074,-151.1387934,-1955.1411609,-12873.5667814,-13896.0529178,-12855.7907507,-5747.0709114,-26787.9805794,null,-4514.4955041,-14800.7584255,-1012.5711991,-4665.808492,-8481.34767,-4247.3717037,-9210.9959362,-9251.2525438,null,null,-12851.4186754,null,null,-12616.7831408,-2528.3426273,-19701.4278513,-3351.3045647,-9381.9594312,-839.9434468,-5790.8360682,-1207.2319707,-1441.1597689,-3214.7603863,-9205.658927,-9343.0602888,-267.8695252],[-53.1328561,-57.2121833,-53.1328561,-57.2121833,-62.6078098,-53.1328561,null,-23660.7731985,-14112.228165,-58.7165031,null,-5074.6317942,-1472.1986521,-4832.3083559,-21806.4086489,null,-4533.9220499,-979.3915698,-4527.8739328,-4697.7231124,-4525.4715326,-19337.5686736,-20.9996702,null,-9.7568721,-3309.5122384,-6.3556896,-1961.6615729,-12849.1725743,-13824.3242595,-12850.4372788,-5832.4281621,-26762.0495874,null,-4520.0121356,-15437.1889487,-5468.2833075,-4521.9851104,-8596.8536795,-4240.997097,-9201.5739137,-12548.0939744,null,null,-12949.8908038,null,null,-17728.5617732,-9308.2026418,-32313.108604,-2524.6192979,-9094.8185325,-36.5673717,-4652.6468079,-112.8142031,-2440.2354938,-140.3906493,-8980.3373842,-8992.9216453,-182.8455875],[-33.9043577,-39.7604705,-33.9043577,-39.7604705,-47.2506746,-33.9043577,null,-23652.2299176,-14103.7999207,-48.4588773,null,-5066.9859022,-1462.3548195,-4820.3247007,-21807.271739,null,-4529.8160373,-977.423557,-4524.5044413,-4695.8878658,-4523.8451949,-19337.7734421,-17.0952503,null,-4.8091682,-3305.6296893,null,-1960.446831,-12848.9062087,-13824.0093026,-12849.5765784,-5832.4391405,-26761.1957641,null,-4520.0291135,-15437.2347678,-5468.670677,-4522.0141076,-8594.9758877,-4240.6135395,-9199.2732616,-12539.7897786,null,null,-12945.5864335,null,null,-17723.5643845,-9307.9849735,-32300.6918795,-2522.016634,-9094.2866195,-30.009433,-4614.9154516,-83.4265094,-2411.4966815,-112.0519707,-8959.3421987,-8971.2851177,-119.0156124],[-144.6322795,-456.1987126,-144.6322795,-456.1987126,-944.8339132,-144.6322795,null,-18583.8369571,-13689.1739116,-1459.0299748,null,-5061.3280545,-1108.3588004,-575.0064928,-17648.3449067,null,-4671.5282889,-1394.8926502,-4346.6680102,-4307.9895896,-4523.4129027,-18276.1527455,-447.4008567,null,null,-757.464554,null,-659.5501321,-12830.1994987,-13845.0451066,-12790.5444718,-5139.7283998,-16522.8947533,null,-4361.0152227,-7306.9475463,-797.1693598,-4262.2699418,-8478.2782968,-4188.1777943,-9022.3939387,-9307.2753225,null,null,-12734.6833483,null,null,-9573.8160359,-1028.5412559,-19207.9062824,-3137.8248947,-8516.0497902,-685.4889139,-4795.6707536,-983.4822579,-1497.0136737,-2613.6782005,-9260.419841,-9061.2653177,-323.8415043],[null,-21.1922387,-5.7792834,-21.1922387,-49.5504379,-5.7792834,null,-18590.0868278,-13634.9311599,-86.114716,null,-4366.0037813,-156.2815614,-579.863455,-17639.2138587,null,-4271.1585119,-381.123052,-4274.1627492,-4251.9427835,-4264.390251,-18254.2325353,-37.1721385,null,null,-528.0597668,null,-603.5947431,-12715.4218855,-13586.3372553,-12714.399436,-4623.7945682,-13476.2682456,null,-4258.7808534,-4434.336422,-449.4438245,-4271.0733906,-8340.3588986,-4187.4183098,-8567.8599499,-9352.274451,null,null,-12718.2185199,null,null,-7372.1319808,-1115.5786559,-18627.6581848,-796.9328809,-8543.555624,-79.2816828,-4329.9687917,-149.5430904,-159.1985174,-201.586536,-8992.3482223,-8932.0664317,-329.3474694],[null,-31.7428947,null,-31.7428947,-40.265581,-25.1729262,null,-23648.322852,-14100.0368772,-44.1204866,null,-5063.3629738,-1457.923166,-4814.7471925,-21808.1068696,null,-4527.898748,-977.4973981,-4523.0263111,-4695.0141266,-4523.1027249,-19338.1286626,-15.5764354,null,null,-3304.0113187,null,-1960.0236294,-12848.8331947,-13823.9750506,-12849.2337954,-5832.4525348,-26761.0497768,null,-4520.0630731,-15437.280149,-5469.1560341,-4522.0577636,-8594.0805419,-4240.4560297,-9198.1774338,-12536.2416394,null,null,-12943.6618577,null,null,-17721.2871897,-9308.0165366,-32294.9094733,-2520.7907779,-9094.0854239,-26.8689154,-4597.004391,-69.5245541,-2397.7127958,-98.3093923,-8951.5056228,-8961.2838044,-92.7602429],[null,-14.2765192,null,-14.2765192,-36.1825925,-3.4285425,null,-18666.0701171,-13649.1660129,-67.071253,null,-4375.864057,-156.7675595,-660.0023277,-17745.6446428,null,-4274.8658853,-403.2782443,-4285.2949732,-4262.5123904,-4270.3688966,-18310.42697,null,null,null,-589.6234675,null,-670.7234788,-12718.5729456,-13590.8036806,-12718.2860161,-4664.6524011,-13993.8752172,null,-4267.558509,-4870.0157618,-504.9793456,-4283.6887115,-8342.6159686,-4190.6320782,-8588.9449958,-9426.5059295,null,null,-12723.8288346,null,null,-7700.9041969,-1262.9516909,-18852.1876291,-836.9048572,-8571.9701986,-76.8985593,-4340.828478,-151.9848701,-151.0695396,-175.6909371,-9011.5004742,-8945.239595,-376.1956211],[null,-12.8393942,null,-12.8393942,-14.6140663,null,null,-23643.0517946,-14096.9541099,-14.9240913,null,-5054.6837873,-1437.701324,-4804.9096472,-21806.0680252,null,-4523.2374733,-948.7646163,-4521.9591179,-4691.692521,-4521.015246,-19338.3639061,null,null,null,-3303.3785304,null,-1957.1217756,-12848.8718097,-13823.9975328,-12849.1993548,-5832.2221225,-26761.7159261,null,-4519.9659894,-15437.3158392,-5464.9307922,-4520.9799295,-8592.3336955,-4240.4166044,-9196.1215352,-12534.9406733,null,null,-12942.026907,null,null,-17719.2599227,-9308.1124521,-32283.3524806,-2512.5985621,-9090.8704585,-17.6219985,-4565.7927765,-47.1412089,-2368.7435578,-54.1480074,-8954.4907969,-8950.3741985,-91.8138133],[null,null,null,-5.1752783,-6.2729866,null,null,-23639.7981798,-14094.119345,-7.6924142,null,-5050.3585345,-1431.5857065,-4799.5192481,-21806.5528599,null,-4521.1801883,-944.1716319,-4520.9880518,-4690.2952525,-4520.2652351,-19338.5175215,null,null,null,-3302.5840549,null,-1956.7532617,-12848.8839816,-13824.0672295,-12849.0523832,-5832.1729618,-26760.6969316,null,-4519.9972197,-15437.3306197,-5464.7859592,-4520.5686683,-8591.1897258,-4240.1460957,-9194.7219756,-12532.5656936,null,null,-12940.5771738,null,null,-17716.9867224,-9308.1658805,-32277.6305903,-2508.3791514,-9090.0026788,-10.6173727,-4543.5118563,-27.2865171,-2348.8349665,-28.6142275,-8948.5824155,-8938.3136975,-68.8744389],[null,null,null,null,-32.7811297,null,null,-18739.9161257,-13662.899438,-63.2861079,null,-4392.3302933,-167.4861633,-737.6557607,-17849.2694728,null,-4282.2720082,-434.1923227,-4296.3295004,-4273.2317337,-4278.472313,-18363.7360624,null,null,null,-650.603489,null,-733.5863251,-12722.6440281,-13597.5409577,-12722.6588238,-4707.624463,-14503.9161789,null,-4276.7107245,-5301.9713061,-562.8170405,-4295.3118396,-8346.1477412,-4193.6855752,-8613.0804795,-9497.8694785,null,null,-12729.2084867,null,null,-8030.9114546,-1403.3138496,-19075.3946586,-897.3914896,-8598.0386606,-81.1459714,-4355.98869,-163.4045813,-157.5210165,-176.5087503,-9033.1636071,-8959.4413385,-421.9087392],[null,null,null,null,null,null,null,-18748.6962014,-13669.4557038,-14.7077132,null,-4403.1124204,-184.9553295,-790.0284157,-17773.2969378,null,-4291.057972,-344.467074,-4296.7771966,-4283.7542128,-4286.4558462,-18314.4552422,null,null,null,-701.9314382,null,-713.1458105,-12727.18007,-13605.6065521,-12727.1515329,-4726.5178188,-14838.408044,null,-4283.7848614,-5410.7712131,-608.3860404,-4291.7073942,-8349.9392894,-4196.5581063,-8621.9810895,-9449.3435197,null,null,-12730.4761865,null,null,-7949.9452718,-1526.9811941,-19168.5871998,-952.5335906,-8590.2309489,-89.5310906,-4364.5792365,-180.6697517,-141.8320476,-182.7645733,-8993.2455199,-8972.3883596,-346.2912611],[null,null,null,null,null,null,null,-23639.1523082,-14093.6518916,null,null,-5049.4711773,-1430.3601612,-4798.411541,-21807.0429748,null,-4520.7438456,-943.8651863,-4520.8331956,-4690.0166699,-4520.1058712,-19338.8614292,null,null,null,-3302.5060223,null,-1956.7548403,-12848.913723,-13824.1428413,-12849.0535462,-5832.1693015,-26760.989471,null,-4520.0285642,-15437.365779,-5464.9749882,-4520.5300062,-8590.9784685,-4240.1473333,-9194.4679409,-12532.3304335,null,null,-12940.3334229,null,null,-17716.6565375,-9308.298901,-32276.4296582,-2507.748715,-9089.8644682,-9.6498693,-4539.5293268,-24.2895139,-2345.3668347,-24.1757101,-8949.5290171,-8936.6403396,-68.7847648],[null,null,null,null,null,null,null,-18771.0377423,-13678.4434762,null,null,-4410.0341605,-199.161378,-831.904453,-17759.0405877,null,-4298.4456027,-344.1516,-4301.3725648,-4293.3596376,-4293.7245134,-18303.8936955,null,null,null,-750.0181372,null,-729.0640579,-12731.2860592,-13612.942135,-12731.3059524,-4751.4899644,-15229.9804285,null,-4291.2370788,-5633.376817,-641.654451,-4297.3532345,-8353.8111983,-4199.1342105,-8633.207144,-9436.1806681,null,null,-12733.1926932,null,null,-7996.2090066,-1635.3920145,-19283.5966388,-998.6820365,-8602.1486574,null,-4381.2767992,-191.0166868,-148.3842499,-199.926305,-8982.9113445,-8981.1387297,-319.3157789],[null,null,null,null,null,null,null,-23638.7216981,-14093.1045229,null,null,-5048.6327499,-1430.3090501,-4797.5787693,-21806.793345,null,-4520.5194966,-944.9146879,-4520.7266264,-4689.7384722,-4520.0917511,-19338.1257577,null,null,null,-3302.5281816,null,-1956.804975,-12848.9480336,-13824.2191567,-12849.0606632,-5832.1669364,-26758.6707242,null,-4519.9777982,-15437.2542537,-5465.2030898,-4520.3011775,-8590.5859703,-4239.8404154,-9193.9634721,-12531.7184341,null,null,-12940.0671686,null,null,-17715.6980209,-9308.1960405,-32275.706758,-2505.5822311,-9089.8028456,null,-4531.2924794,-13.7488233,null,-13.3937833,-8944.3482848,-8930.2587794,-52.8124629],[null,null,null,null,null,null,null,-18414.0665184,-13637.7719877,null,null,-4423.9745621,-152.9976786,-405.9198615,-17540.001919,null,-4262.9945265,-186.9115204,-4265.1477375,-4218.4654329,-4255.0992024,-18322.8958647,null,null,null,-242.9208553,null,-580.7979697,-12704.3810707,-13564.2653889,-12703.2425338,-4619.6145661,-12610.7316392,null,-4248.0857926,-4218.3336171,-394.8659566,-4252.1489707,-8312.6119775,-4182.024371,-8583.2880489,-9396.2042996,null,null,-12725.6343778,null,null,-7923.7991633,-514.8752619,-17734.6933685,-801.9533102,-8488.2393777,null,-4317.8135326,-198.8811427,null,null,-8951.0945349,-8948.9699054,-333.6792964],[null,null,null,null,null,null,null,-23638.4483705,-14092.8972758,null,null,-5047.9682597,null,-4796.9618669,-21807.1178327,null,-4520.299016,-945.3690416,-4520.7077881,-4689.4892936,-4520.0515272,-19338.1140687,null,null,null,-3302.6182944,null,-1956.9239474,-12848.9832049,-13824.2868647,-12849.0935535,-5832.1594512,-26757.9431532,null,-4519.9828654,-15437.2319406,-5465.4878445,-4520.1312844,-8590.3420649,-4239.7283391,-9193.6579069,-12531.6453853,null,null,-12939.9631144,null,null,-17715.2762796,-9308.2765104,-32275.0966684,-2504.1178333,-9089.6847622,null,-4526.4520696,-8.192715,null,null,-8944.0020903,-8927.2617911,-49.2424489],[null,null,null,null,null,null,null,-23638.2444843,-14092.4582062,null,null,-5047.8651162,null,-4796.7416979,-21806.589498,null,-4520.2994194,-945.5331345,-4520.5688638,-4689.5013639,-4520.0770568,-19337.5654966,null,null,null,-3302.4689622,null,-1956.930348,-12848.9665898,-13824.2726665,-12849.0391646,-5832.1649554,-26757.0117391,null,-4519.9579419,-15437.1889642,-5465.3361632,-4520.1637303,-8590.2468525,-4239.6001948,-9193.5287602,-12530.9268288,null,null,-12939.7516089,null,null,-17714.7950136,-9308.0523729,-32274.9813192,-2504.0648208,-9089.744539,null,-4524.1433482,null,null,null,-8938.8113963,-8924.7422539,-36.9603804],[null,null,null,null,null,null,null,-18099.4857505,-13611.4662564,null,null,-4239.5688598,null,-98.7623387,-16957.6531509,null,-4229.0660859,-191.8533436,-4236.5709032,-4194.8980109,-4233.0696949,-17978.0939518,null,null,null,-228.3224432,null,-380.4741171,-12698.6479519,-13553.4048319,-12700.2368839,-4481.1123291,-12303.9540804,null,-4240.0676297,-3072.0921936,-32.5221554,-4250.6900979,-8313.2184601,-4182.3809694,-8454.085035,-8899.5991001,null,null,-12708.0585059,null,null,-5959.853103,-337.9568323,-17221.2450857,-431.9777567,-8476.846968,null,-4302.2197413,null,null,null,-8886.7075305,-8880.7272707,null],[null,null,null,null,null,null,null,-23637.9618386,-14091.5178828,null,null,-5047.9203038,null,-4796.636727,-21804.4218725,null,-4520.3452983,-940.3981342,-4520.1816708,-4689.5045186,-4520.0936179,-19336.1852029,null,null,null,-3301.7872387,null,-1956.676691,-12848.7713571,-13823.862712,-12848.7886985,-5832.1243133,-26755.7135748,null,-4519.8934086,-15437.1198016,null,-4520.10131,-8590.2091529,-4239.428062,-9193.4680882,-12528.9903847,null,null,-12939.3017394,null,null,-17714.0871218,-9307.2341501,-32275.0179683,-2504.1230774,-9089.4699128,null,-4522.7779479,null,null,null,-8925.1860948,-8921.8958526,null],[null,null,null,null,null,null,null,-18071.8231332,-13618.71408,null,null,-4240.8731003,null,-68.9203112,-16917.3304363,null,-4233.4789811,null,-4241.4741486,-4192.1262378,-4237.6493286,-17982.3836331,null,null,null,-224.9120711,null,-404.9010974,-12700.6501622,-13556.8026579,-12702.2202944,-4501.9019358,-12535.0046186,null,-4244.6803082,-3271.5967983,null,-4255.7147142,-8313.8753445,-4182.5505002,-8463.7504377,-8879.8893632,null,null,-12710.8114338,null,null,-6056.3597882,-311.071388,-17153.8232872,-458.5905042,-8487.5647898,null,-4302.0995792,null,null,null,-8879.4792488,-8873.9536446,null],[null,null,null,null,null,null,null,-22088.1044901,-13808.8979953,null,null,-4985.2580345,null,null,-20949.4468963,null,-4274.63409,null,-4272.8280267,-4354.2128814,-4273.9744792,-19106.6815623,null,null,null,-813.7711452,null,-746.2120275,-12683.4673496,-13522.374121,-12683.3266922,-4862.898272,-11787.5221357,null,-4273.1754271,-5428.7258823,null,-4271.5709492,-8363.54483,-4165.9681939,-8726.2244521,-12313.8229136,null,null,-12867.8278463,null,null,-15119.7202659,-3992.8080248,-25258.82635,-796.9501265,-8421.2585662,null,-4272.962381,null,null,null,-8827.2756323,-8820.8702643,null],[null,null,null,null,null,null,null,-18057.8891087,-13542.489809,null,null,-4206.0611077,null,null,-16916.2273697,null,-4191.6175975,null,-4197.3704253,-4168.9612676,-4191.3461713,-17906.5600676,null,null,null,-60.1175552,null,null,-12678.4868463,-13519.5467819,-12678.4660961,-4303.0143068,-9842.236313,null,-4191.3449822,-1373.2191096,null,-4197.3218876,-8303.2561302,-4167.049736,-8375.1200118,-8874.2168907,null,null,-12683.218338,null,null,-5092.9383766,-81.4811617,-16936.8606606,-212.4586053,-8372.932448,null,-4200.5397844,null,null,null,-8841.4491844,-8831.8928902,null],[null,null,null,null,null,null,null,-18058.4317127,-13509.5620469,null,null,-4177.2846653,null,null,-16911.6852803,null,-4169.7784161,null,-4172.9890907,-4163.561729,-4169.3163055,-17837.4380728,null,null,null,null,null,null,-12668.8349088,-13503.2351789,-12668.7558612,-4200.6998964,-8694.4770682,null,-4169.0568365,-391.3724771,null,-4172.3908949,-8298.4415035,-4162.9759109,-8320.8809149,-8850.2691767,null,null,-12670.5817441,null,null,-4468.2465779,-20.1704355,-16900.4665182,-63.5259175,-8319.5933027,null,-4177.4169756,null,null,null,-8841.5632727,-8828.3885169,null],[null,null,null,null,null,null,null,-18437.9578945,-13505.2165425,null,null,-4192.3265117,null,null,-17234.2234627,null,-4165.5133464,null,-4164.73992,-4189.6466895,-4165.0434596,-17837.2007122,null,null,null,null,null,null,-12668.3692324,-13503.4974903,-12668.2630487,-4176.1781399,-8456.4262789,null,-4164.5420593,-117.3995331,null,-4164.0986489,-8312.6800683,-4162.7061629,-8305.9426081,-9058.7888637,null,null,-12671.7564977,null,null,-4508.9047606,null,-17913.831675,-21.7013927,-8301.829505,null,-4166.3118652,null,null,null,-8827.4488341,-8820.8022049,null],[null,null,null,null,null,null,null,-18461.9467118,-13503.3968625,null,null,-4190.6342356,null,null,-17255.9685737,null,-4163.5010314,null,-4163.3596551,-4191.3743623,-4163.2149244,-17836.3828645,null,null,null,null,null,null,-12667.7017405,-13502.3377928,-12667.6538381,-4169.4392214,-8388.6455893,null,-4162.982855,-59.7075012,null,-4163.1814913,-8313.2847493,-4162.5043233,-8302.1669624,-9071.6223537,null,null,-12671.2299378,null,null,-4483.7202879,null,-17976.1214135,null,-8300.0475671,null,-4166.1351946,null,null,null,-8827.0584989,-8820.9270822,null],[null,null,null,null,null,null,null,-18058.6645678,-13507.2880807,null,null,-4174.7205467,null,null,-16912.7330452,null,-4167.3772982,null,-4169.5487583,-4162.6562932,-4166.9347904,-17829.9219868,null,null,null,null,null,null,-12668.0914263,-13502.0609071,-12668.0213331,-4190.3183963,-8569.6813248,null,-4166.7327429,null,null,-4169.0897479,-8297.7669675,-4162.6363545,-8315.0593649,-8848.1321354,null,null,-12669.8206873,null,null,-4404.2113677,null,-16893.928531,null,-8312.5676053,null,-4176.0533293,null,null,null,-8842.8443841,-8829.0094965,null],[null,null,null,null,null,null,null,-18446.6283561,-13501.0868461,null,null,-4184.1291596,null,null,-17238.2370036,null,-4162.51746,null,-4162.2492494,-4191.2968225,-4162.1958957,-17826.9250547,null,null,null,null,null,null,-12667.7387506,-13502.5222292,-12667.6858899,-4163.4281379,-8361.3487606,null,-4161.922614,null,null,-4162.0033993,-8313.5751221,null,-8298.5375811,-9049.8305086,null,null,-12669.7815791,null,null,-4394.2562859,null,-17957.5799214,null,-8299.0543878,null,-4165.1128195,null,null,null,-8827.6871745,-8821.1566339,null],[null,null,null,null,null,null,null,-16889.5790025,-12013.3254849,null,null,-29.6864374,null,null,-16910.7389641,null,-21.6926891,null,-23.8668158,-22.1264642,-20.7138268,-16920.634084,null,null,null,null,null,null,-12004.543455,-12009.3681306,-12004.3672478,-56.4874521,-7806.1317986,null,null,null,null,-21.8530441,-7504.707933,null,-7521.4227273,-7540.7456998,null,null,-12005.9008248,null,null,-292.9692637,null,-16890.9048204,null,-7518.1256545,null,-25.3104899,null,null,null,-7537.5917306,-7522.8316534,null],[null,null,null,null,null,null,null,-16886.0383739,-12008.3982819,null,null,-15.6090551,null,null,-16910.462556,null,-10.4225798,null,-11.9529127,-16.0618828,null,-16912.3220026,null,null,null,null,null,null,-12002.4996774,-12005.071105,-12002.4198998,-58.4466053,-7813.4761703,null,null,null,null,-11.3315426,-7502.5636421,null,-7515.8864342,-7543.0763663,null,null,-12003.7304276,null,null,-305.4913922,null,-16891.736822,null,-7513.8752233,null,-19.1782134,null,null,null,-7533.5202742,-7519.7071917,null],[null,null,null,null,null,null,null,-17306.0574814,-12010.0910765,null,null,-44.1749828,null,null,-17253.3635285,null,null,null,-18.381433,-53.7907002,null,-16920.3564506,null,null,null,null,null,null,-12004.5673543,-12010.4347846,-12004.5325017,-22.1379799,-7576.8763431,null,null,null,null,-18.4324291,-7520.2897806,null,-7505.4659979,-7747.0775303,null,null,-12007.5365244,null,null,-259.1584442,null,-18012.9778466,null,-7505.5618929,null,-22.181906,null,null,null,-7519.1491861,-7511.679075,null],[null,null,null,null,null,null,null,-16885.2546176,-12007.1840504,null,null,-11.1456043,null,null,-16911.3825247,null,null,null,null,-14.5266163,null,-16910.3964245,null,null,null,null,null,null,-12001.9053652,-12003.8015885,-12001.8755191,-61.293963,-7827.6015126,null,null,null,null,-8.4739126,-7501.8740983,null,-7514.3958019,-7545.37825,null,null,-12003.1952737,null,null,-320.1917901,null,-16892.6245017,null,-7513.0244312,null,-18.5593428,null,null,null,-7532.7366618,-7518.8313356,null],[null,null,null,null,null,null,null,-17324.1232638,-12007.5514565,null,null,-36.1624544,null,null,-17272.5913946,null,null,null,null,-46.394233,null,-16920.0612775,null,null,null,null,null,null,-12003.4901535,-12008.0136031,-12003.4693539,-14.018827,-7578.5416369,null,null,null,null,null,-7519.738418,null,-7503.8225713,-7758.2641795,null,null,-12006.5198142,null,null,-265.6350423,null,-18070.669233,null,-7504.087293,null,-14.7859241,null,null,null,-7516.0474864,-7508.7507486,null],[null,null,null,null,null,null,null,-16884.9232864,-12006.4858833,null,null,-9.8315637,null,null,-16912.3964334,null,null,null,null,-14.8232854,null,-16909.8904107,null,null,null,null,null,null,-12001.744341,-12003.5207604,-12001.6902242,null,-7837.6282008,null,null,null,null,null,-7501.7697979,null,-7514.0388822,-7547.4748225,null,null,-12002.8919012,null,null,-333.603045,null,-16893.4360093,null,-7511.8539639,null,-16.4819102,null,null,null,-7533.3849691,-7519.7301023,null],[null,null,null,null,null,null,null,-17344.6062979,-12007.1639553,null,null,null,null,null,-17287.1569314,null,null,null,null,-46.8468306,null,-16922.2553678,null,null,null,null,null,null,-12002.9956831,-12006.8365125,-12002.9635852,null,-7579.4322934,null,null,null,null,null,-7519.249127,null,-7503.8720443,-7760.8177024,null,null,-12006.6020725,null,null,-255.4215695,null,-18117.6759872,null,-7503.7416085,null,-12.2516733,null,null,null,-7515.8485054,-7508.1293022,null],[null,null,null,null,null,null,null,-16884.0790679,-12005.8770215,null,null,null,null,null,-16910.0468126,null,null,null,null,-15.1721186,null,-16905.3954146,null,null,null,null,null,null,-12001.4495891,-12002.9456522,-12001.4618008,null,-7841.7930103,null,null,null,null,null,-7501.5138694,null,-7511.8669407,-7547.0002589,null,null,-12002.6074256,null,null,-328.9946351,null,-16893.8479835,null,-7511.1236051,null,null,null,null,null,-7532.4680371,-7518.9961685,null],[null,null,null,null,null,null,null,-17350.7694961,-12005.5829396,null,null,null,null,null,-17298.5075621,null,null,null,null,null,null,-16922.0697318,null,null,null,null,null,null,-12002.942721,-12006.7676712,-12002.8606645,null,-7582.229558,null,null,null,null,null,-7520.1125668,null,-7503.6608274,-7771.3948385,null,null,-12005.7484531,null,null,-266.4338198,null,-18148.3204264,null,-7503.5226366,null,null,null,null,null,-7516.3386523,-7508.3999336,null],[null,null,null,null,null,null,null,-16884.365872,-12005.9943433,null,null,null,null,null,-16908.997971,null,null,null,null,null,null,-16903.87821,null,null,null,null,null,null,-12001.5127139,-12002.992886,-12001.5282474,null,-7748.4174528,null,null,null,null,null,-7501.3539036,null,-7510.9854565,-7538.1281157,null,null,-12002.6800881,null,null,null,null,-16894.5386319,null,-7509.747994,null,null,null,null,null,-7532.7729537,-7516.5503081,null],[null,null,null,null,null,null,null,-16951.8734441,-12004.2070097,null,null,null,null,null,-16932.9100874,null,null,null,null,null,null,-16884.2301386,null,null,null,null,null,null,-12001.3499164,-12002.9731194,-12001.3350652,null,-7546.3449969,null,null,null,null,null,null,null,-7502.3888667,-7528.3557188,null,null,-12002.5708954,null,null,null,null,-17063.6966906,null,-7502.2874961,null,null,null,null,null,-7511.3446533,-7506.5566378,null],[null,null,null,null,null,null,null,-15083.4147664,-12004.3973698,null,null,null,null,null,-15069.9481272,null,null,null,null,null,null,-15015.0383149,null,null,null,null,null,null,-12001.4110082,-12003.1077087,-12001.3954815,null,-83.5112009,null,null,null,null,null,null,null,-25.0593568,-61.1073265,null,null,-12002.6870347,null,null,null,null,-15196.2058364,null,null,null,null,null,null,null,-39.8583641,-32.9120871,null],[null,null,null,null,null,null,null,-15015.6813831,-12006.2647896,null,null,null,null,null,-15041.4750965,null,null,null,null,null,null,-15034.5598194,null,null,null,null,null,null,-12001.5810745,-12003.1283029,-12001.5973574,null,-281.2840728,null,null,null,null,null,null,null,null,-65.9034355,null,null,-12002.8010467,null,null,null,null,-15024.7542586,null,null,null,null,null,null,null,-64.0862454,-47.5463338,null],[null,null,null,null,null,null,null,-15086.5768513,-12004.57093,null,null,null,null,null,-15066.0075127,null,null,null,null,null,null,-15011.3599739,null,null,null,null,null,null,-12001.4710892,-12003.2387761,-12001.4556658,null,-69.1820122,null,null,null,null,null,null,null,null,-46.3486555,null,null,-12002.7840363,null,null,null,null,-15204.6212851,null,null,null,null,null,null,null,-30.1658656,null,null],[null,null,null,null,null,null,null,-15012.526356,-12006.4203382,null,null,null,null,null,-15043.0154454,null,null,null,null,null,null,-15035.6906441,null,null,null,null,null,null,-12001.6425254,-12003.220983,-12001.6664514,null,-293.2504847,null,null,null,null,null,null,null,null,-58.9148919,null,null,-12002.8789834,null,null,null,null,-15021.59461,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15012.9555742,-12006.5438762,null,null,null,null,null,-15017.2331467,null,null,null,null,null,null,-15015.5237746,null,null,null,null,null,null,-12001.7085721,-12003.3490306,-12001.7351514,null,-268.2723401,null,null,null,null,null,null,null,null,null,null,null,-12002.9217198,null,null,null,null,-15021.6835086,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15079.6484592,-12004.6015164,null,null,null,null,null,-15067.6903541,null,null,null,null,null,null,-15011.7530325,null,null,null,null,null,null,-12001.507391,-12003.3139427,-12001.49677,null,null,null,null,null,null,null,null,null,null,null,null,null,-12002.779744,null,null,null,null,-15197.2014073,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15082.7952256,-36.4993681,null,null,null,null,null,-15070.3637262,null,null,null,null,null,null,-15012.2192067,null,null,null,null,null,null,-25.9601594,-35.5171515,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-27.7907502,null,null,null,null,-15204.9869949,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15011.7615076,-12004.037246,null,null,null,null,null,-15017.6907903,null,null,null,null,null,null,-15013.6710548,null,null,null,null,null,null,null,-12002.9147643,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-12001.9354762,null,null,null,null,-15022.5032839,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15012.2126083,-38.8985529,null,null,null,null,null,-15018.3691012,null,null,null,null,null,null,-15014.1948746,null,null,null,null,null,null,null,-36.1199392,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-15023.3672641,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15085.9365381,-24.3498247,null,null,null,null,null,-15073.0336759,null,null,null,null,null,null,-15012.6850115,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-15212.759351,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15086.4629738,null,null,null,null,null,null,-15075.4794403,null,null,null,null,null,null,-15012.7812738,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-15218.3353368,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,-15012.3708854,null,null,null,null,null,null,-15018.9910066,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-15024.2067962,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,-6.1610128,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-6.6198899,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-3.4705535,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde60_nostd.json b/tests/fixtures/r/fsm_lalonde60_nostd.json new file mode 100644 index 0000000..448b364 --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde60_nostd.json @@ -0,0 +1 @@ +{"dataset":"lalonde60","som":[2,1,2,1,1,2,1,2,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],"args":{"s_function":"Dopt","standardize":false},"z":[1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,1,2,1,2,1,2,2,1,1,2,2,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,2,2],"selected":[50,33,8,15,58,60,22,48,9,30,57,54,49,42,12,29,52,17,36,11,18,45,56,10,59,41,31,7,38,51,37,39,16,14,32,55,19,5,46,53,13,21,20,1,35,25,26,27,2,40,3,34,28,4,23,6,43,24,44,47],"criteria":[[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,33978.1344843,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3260.1758357,3360.3455787,3260.1758357,3360.3455787,4539.0307333,3260.1758357,4147.5955128,24794.4193632,15381.9865859,6388.5002861,4037.7754343,6168.4940471,5129.8833629,6272.9509488,24456.0592177,3872.9226235,5182.7384841,10267.0447278,5192.2170879,5231.9373975,4902.8024504,21046.3904528,3118.0394375,2283.6208887,3572.4439724,4592.4661563,3587.0574575,3317.5692924,13197.3585549,14657.9162516,13201.8658605,5939.8999283,29671.8395822,3637.5642019,4752.0978438,15683.0868927,7558.1011613,5308.9650673,8872.7242211,4519.5802844,9543.1877849,14346.2999854,2597.3274355,1987.8508754,13595.4476142,4198.523771,1982.5199325,18404.6926391,9949.9489375,null,6161.8720461,9986.4116546,4600.5693453,9999.9591331,7115.4527287,8467.3537597,11416.911588,18468.8908463,12935.2513685,19277.2296345],[3123.2601008,3201.5100658,3123.2601008,3201.5100658,4356.648608,3123.2601008,4024.1868649,24587.0704514,15332.160034,6202.3518639,3937.0534116,6151.0154282,4973.9195755,4831.3336314,22752.4761537,3786.9365216,5130.3879706,10262.5836714,5161.1888241,5082.3235768,4870.2094117,13737.405175,3024.1616063,2232.8966186,3533.7530737,3547.9143374,3557.2782398,3307.7704979,13189.1500881,14638.1971311,13197.4479814,5930.5338054,null,3615.5318172,4740.4046576,15589.2030465,5751.7401439,5307.9823926,7748.6611813,4513.0046386,9019.674096,14240.6256609,2571.2147746,1970.1422781,13537.9140507,4195.8302387,1924.1466824,17851.4079334,5885.3741978,null,6087.2999473,9431.1200888,4592.7345267,9908.6742921,7063.0445745,6743.0417135,11320.7479189,17950.9916221,12563.2034818,19234.3834369],[3213.2742902,3300.040591,3213.2742902,3300.040591,4463.6399447,3213.2742902,4143.2471781,null,15251.7013373,6286.078033,3996.1502948,6153.8060208,5073.5485379,6113.7576906,23267.564205,3824.3110852,5146.1764522,10102.7659113,5160.2952764,4812.4903865,4852.5692252,20795.9808308,2990.6881956,2184.1975169,3490.469625,4003.4071199,3495.3881046,2701.6892481,13174.1514101,14633.2203936,13173.3735145,4243.3587247,null,3535.6581219,4677.2949185,7342.1702436,7537.8371092,5232.0066326,7071.3676,4517.7397672,8700.3399102,13403.3520513,2389.746845,1805.8573109,13556.652811,4050.2535697,1813.3630897,12523.1288196,9144.5548481,null,5399.5918237,9327.0605962,4320.4460969,9693.8352783,6661.884533,8410.3204585,11017.5806398,18322.798474,12730.2491105,18465.8260963],[3181.9731587,3183.0384845,3181.9731587,3183.0384845,4206.3991357,3181.9731587,4138.3158697,null,15231.5406755,5844.3825127,3996.1351118,6122.0716237,5067.7646604,5562.784241,null,3824.299418,5134.7765959,9503.2438381,5155.9301448,4812.5044187,4844.2287521,16639.2565129,2771.1153571,2167.1433418,3489.2801709,3717.8881742,3493.6062411,2257.6675652,13170.331554,14619.4944209,13170.4486274,4072.0361006,null,3533.1646641,4672.6496322,6102.4241633,7122.7118499,5219.375793,7001.9382547,4485.5784033,8209.1952116,10785.0895835,2211.4424649,1739.7443345,13536.8450561,4043.721884,1813.3072911,9430.0789543,8455.7356953,null,5328.997168,8750.6596023,4319.5409749,9689.8679276,6641.9247423,7962.900129,10978.9217313,18285.3072525,12634.4782381,17603.9325984],[2948.3451441,3052.7355033,2948.3451441,3052.7355033,4231.9001599,2948.3451441,3802.8804531,null,14968.0316084,6112.8761576,3752.8520805,5801.060404,4844.8081389,4029.715887,null,3620.7741202,5051.6644254,10247.6040645,5088.4932813,4534.0052158,4765.4326905,7205.0635836,2963.9332357,2149.4398232,3430.4526933,3129.7386423,3467.3699402,3256.8813744,13153.483659,14563.4962395,13153.1744113,5794.8744322,null,3538.0862286,4589.577899,15574.6039466,4377.1684599,5148.8097547,6859.0870028,4361.824222,8647.2403812,14128.5275975,2557.7412949,1948.0630133,13309.9304265,4158.9417968,1893.0824266,17676.6466047,3304.8045133,null,6086.5467563,8966.7507278,4592.6599148,9338.9044623,7032.5045208,5687.8540816,11303.5135854,null,11642.8136523,19036.2559473],[3084.7259207,3172.06889,3084.7259207,3172.06889,3934.5765464,3084.7259207,3588.4023383,null,15132.4119346,4904.2227871,3510.5730132,5837.2886102,4732.617773,5463.7496578,null,3381.8288423,4916.3673197,7637.355929,4429.4831753,4535.5393595,4680.9593033,16588.9393267,2309.3149214,2152.2577665,3199.1567008,3296.5944328,3236.564801,2216.3590514,13162.1347685,14606.6764429,13155.5219764,3276.9957067,null,3307.2033554,4577.0756855,5961.6046824,6514.9415226,4780.484519,5246.8606357,4410.3604653,6329.0464353,9352.5770006,1455.605961,1534.7398683,13490.4680301,3922.0621154,1581.1595522,9198.58142,8336.5804671,null,5196.47884,7363.7771043,4235.8711965,9637.5790708,5781.9570501,7742.4089509,10963.1221934,null,3285.6852722,null],[2741.1647433,3050.2230465,2741.1647433,3050.2230465,3923.1492181,2741.1647433,2904.1141718,null,14436.3460619,4861.4417345,2937.4258927,5736.5190492,4556.4294722,3718.4042617,null,2906.0429045,5047.0307061,7280.4329337,4822.3073262,4532.2979186,4763.2210679,null,2252.2372622,2137.4260027,3052.1652297,2579.0307903,3156.6093805,2974.4811736,13060.613433,14376.38717,13021.8853719,5762.4119498,null,3288.218959,4541.2473191,15502.3964509,3708.8149569,5119.7857735,6849.8018255,4230.59029,8609.119458,12911.0285001,1143.6020325,1480.546907,13065.2587182,4086.3115513,1429.7178824,16990.8587791,3078.7921108,null,6085.1781149,8899.3375203,4184.2557311,7901.5188013,4637.3378646,4900.9731558,10950.2322335,null,8638.3335059,null],[3003.5722265,2959.8177364,3003.5722265,2959.8177364,3529.4191596,3003.5722265,3548.64502,null,14778.955314,4246.5900755,3499.0042974,5245.505108,4730.5105371,5184.5134335,null,3370.5527703,4703.6797632,6373.1534477,4021.9704223,4399.5124556,4465.7197983,null,1912.8902211,2075.742181,3189.0147167,3262.0552565,3226.6972169,962.7936301,13100.3923247,14494.1356998,13093.0935155,3210.0567255,null,3297.6065227,4357.980892,1558.8504113,6301.953808,4362.3351583,3809.2689514,4334.7647075,3222.3204092,5258.0615954,1069.5400755,1336.2358946,13304.1407522,3913.5118003,1549.5163002,null,8182.6468774,null,4562.7068469,4189.4340458,4168.9542249,9396.0173531,5601.4877227,7624.9253835,10957.9763712,null,3006.5710292,null],[2698.4479476,2984.0265758,2698.4479476,2984.0265758,3828.3835909,2698.4479476,2903.8417468,null,null,4744.5555323,2917.963538,5699.8823509,3996.7897132,3410.8475123,null,2890.9030568,4821.7244273,7258.2585211,4528.8731596,3545.4094912,4505.5704676,null,2201.4022729,2125.7793043,3048.8980017,2533.3264,3154.9559553,1974.7391832,13042.4934033,14310.656323,12999.0631306,1141.2126581,null,3287.6375959,4231.0171802,5759.9946911,2788.0871894,4709.5565845,6840.3355522,3440.3456506,8251.3860782,9505.371155,1127.606361,1474.7674003,13061.9817968,4084.6010278,1354.6099401,null,3064.11106,null,4202.4596255,8810.3771424,4173.0225837,7201.242002,4608.3056638,4892.9695265,10867.0892897,null,7856.2164172,null],[2672.1092927,2979.7185048,2672.1092927,2979.7185048,3827.4772726,2672.1092927,2824.6692729,null,null,4731.6730124,2843.8109334,5137.6847559,3991.5867043,3390.0931583,null,2809.234378,4350.3338289,7249.4671947,4196.5006347,3204.5808237,4070.4033926,null,2200.1281795,2066.6984659,2933.5496307,2374.7896788,3030.2838124,1853.1564146,5413.7937271,null,5295.8720356,1069.849446,null,3153.2801415,3847.4738438,5103.9019059,2787.7496921,4463.7388005,6664.5411002,3144.8847479,7970.9654932,9376.2454454,1113.9601323,1429.104537,5249.618292,3907.886932,1316.1867216,null,3005.9943166,null,3734.290017,8708.4010825,3998.3502129,7048.7714597,4435.7496892,4669.1321192,10480.0184021,null,7661.5533588,null],[2834.7205529,2871.4575984,2834.7205529,2871.4575984,3495.7514171,2834.7205529,3276.9942551,null,null,4243.9178392,3241.4822951,4928.6506986,4718.1776069,5103.1362013,null,3130.0681339,4370.9928027,6353.316623,3791.3959786,3979.3678915,4092.4678366,null,1903.3015411,1980.5907274,3010.8497314,3151.7040347,3062.6546914,944.5004456,5767.7057522,null,5852.5924147,2844.1273145,null,3147.1034755,3919.5090692,1541.739092,6299.4026724,4022.849193,3804.7009204,3839.7705431,3217.565283,4404.5630064,1069.6078894,1324.2860776,6397.811215,3811.3368545,1543.9091526,null,8180.3438951,null,4523.0593693,4185.3523657,4161.4883972,8488.8595057,5580.052455,7615.9554321,null,null,2902.3340344,null],[2652.1583227,2520.9893907,2652.1583227,2520.9893907,2923.1350703,2652.1583227,3210.8224844,null,null,3558.8384067,3213.0105988,4627.0062082,4101.6353991,4675.2144335,null,3124.459843,3646.9914684,5500.9820673,2560.8219554,3345.8173549,3014.3816212,null,1820.3125236,1962.389864,2921.0619386,3151.3226282,2907.9137422,942.112076,3809.8727402,null,3623.6913175,694.2320622,null,2909.8460577,2178.5706893,1417.5622035,6181.1141271,1228.6301583,3773.9353587,1534.7565245,3212.6739685,3274.733629,994.5823596,1131.7823198,3477.7069249,3068.3804385,1354.971261,null,8179.0550055,null,3083.7843781,3274.2859694,2330.3347541,null,2178.1088582,4654.2613448,null,null,2557.198474,null],[2667.1958864,2778.9671732,2667.1958864,2778.9671732,2893.565672,2667.1958864,2517.4887242,null,null,2808.8715227,2372.3469588,4683.0150021,2784.1307559,3098.0942022,null,2193.4710966,4257.7284833,2645.5180162,4099.2175617,2701.6218683,4058.7308086,null,1973.5250384,1632.8791201,1548.2575563,2243.0028286,1404.5266483,1823.2640189,4477.6494028,null,4539.9427443,1048.0992714,null,1267.8247312,3812.9517278,5041.7758716,2167.7243148,3653.0688833,6592.0750467,3050.2665865,7898.3803853,9169.304218,1101.432976,1031.4257469,4794.6975085,791.3069712,980.0130801,null,null,null,1007.4773568,7651.1301743,259.9398294,null,19.0679261,366.6036364,null,null,5922.4384731,null],[2608.9559522,2718.3536876,2608.9559522,2718.3536876,2830.6200328,2608.9559522,2452.9069576,null,null,2748.0155545,2320.5894269,4663.0343786,2398.2378711,1928.6570768,null,2145.6300278,4251.2415216,2270.9938684,4090.3677526,2575.3842777,4049.1017068,null,1930.5804132,1597.2485115,1514.5724366,1302.6820722,1374.0030401,1610.8986496,4239.9764214,null,4293.6359122,989.345028,null,1240.3116442,3797.4769887,4064.7819474,1213.6164472,3631.6053686,2157.2822546,3039.6414721,3101.3461973,null,1077.5068872,1008.9711348,4630.5273354,774.3260657,879.6119759,null,null,null,802.7316857,3593.7783871,254.648789,null,19.2050301,6.5527757,null,null,994.2079416,null],[2625.5871709,2381.2614027,2625.5871709,2381.2614027,2581.4415725,2625.5871709,3208.1201945,null,null,2923.9737612,3210.9221514,null,1957.495866,998.9224569,null,3122.5036435,3646.0193074,2969.6861797,2502.3685772,2883.5533678,3013.6344839,null,1469.7756485,1932.7942966,2919.6117931,1217.1269611,2906.5843757,593.390948,3806.7455069,null,3620.7902122,692.9122481,null,2908.6351765,2178.1438845,675.2776843,583.5631258,1174.6078227,1839.5539652,1533.9679141,2146.37087,null,633.3577369,979.4848489,3435.8117706,3067.6205604,732.4583941,null,null,null,2992.8161408,1080.3077383,2293.9030043,null,2008.2238964,2654.9542364,null,null,2160.1611956,null],[2019.5070844,2104.0759,2019.5070844,2104.0759,2191.0898962,2019.5070844,1996.2723541,null,null,2127.4863686,1796.6821909,null,1717.6069051,1615.9404009,null,1661.3072679,12.0670879,2153.8311151,30.0238583,6.5551217,36.3623214,null,1494.4915344,1236.6523937,1173.0709275,1284.5795686,1064.3276803,1602.793039,null,null,1934.9583825,17.8208334,null,960.9107684,112.7526855,2109.9763464,821.4794522,217.3257611,1229.5299596,152.1180721,1471.686145,null,834.3425617,781.3225419,2449.888455,600.5064726,643.4236966,null,null,null,584.8807965,2507.0414917,198.2696267,null,16.203325,5.7886797,null,null,612.7099827,null],[2312.7955598,2373.2996084,2312.7955598,2373.2996084,2437.3240425,2312.7955598,2148.5249311,null,null,2284.3760027,2047.9566434,null,1686.3337358,968.8488457,null,1850.2775616,2455.0244956,1189.1647309,2175.0928072,1340.4776432,2029.0432508,null,1452.4184704,1199.3502068,1161.322953,356.4851911,1014.5247304,455.1910274,null,null,12.6657072,480.8988873,null,877.9026797,1466.3926724,43.972989,408.2259739,1099.276575,1740.3895805,981.1595538,1978.1785939,null,606.3454544,577.0744368,110.4839527,433.1761951,401.8523639,null,null,null,24.351818,null,43.6424971,null,112.0299836,367.8811547,null,null,35.0089153,null],[19.0585777,19.0880785,19.0585777,19.0880785,19.9019597,19.0585777,19.7539652,null,null,20.176364,18.7264456,null,17.25155,16.5398842,null,17.6922082,null,21.7839425,8.1890013,5.6011614,7.3823833,null,14.1064719,12.9728516,14.0829995,13.3753368,13.3126326,13.44671,null,null,23.7694407,4.3025815,null,12.5950397,6.729344,27.2283466,11.2887192,7.3965136,6.3490326,5.4376358,7.0505659,null,8.8934312,8.7308757,26.2638067,10.2524089,7.6432184,null,null,null,9.2860201,null,6.3047107,null,4.8983627,4.7613449,null,null,8.6256102,null],[21.0135445,16.0803291,21.0135445,16.0803291,14.0874247,21.0135445,27.9211264,null,null,13.8035518,28.2604987,null,11.4920039,11.6429926,null,27.7081049,null,16.4907622,9.5647731,6.6903593,7.4852462,null,9.4286948,17.4597251,26.2403121,12.3917959,26.0588096,7.0563442,null,null,9.0048391,4.92187,null,25.9514852,5.8187492,null,8.7268955,7.3613747,14.442943,4.6181906,15.7284121,null,6.2861009,9.9419503,10.5754534,26.2639703,8.1211734,null,null,null,20.2419419,null,18.9207959,null,16.0361909,17.931023,null,null,18.6446896,null],[6.4445512,7.031801,6.4445512,7.031801,9.5414035,6.4445512,7.5259994,null,null,12.7711688,null,null,9.9023342,7.6841222,null,7.4632599,null,18.2284333,5.8913008,7.3775034,6.6116747,null,5.5593691,4.9139164,7.7570947,5.660806,8.0235999,3.9752806,null,null,7.1341814,5.0280855,null,8.3673238,5.1358171,null,9.3948817,4.6793167,10.8734252,4.3751183,12.0805619,null,3.3291421,3.5843443,7.540075,10.5144053,3.3880765,null,null,null,13.8798193,null,11.1340398,null,13.9408968,17.2623396,null,null,14.6671456,null],[16.4727041,16.3339299,16.4727041,16.3339299,17.0635145,16.4727041,16.8613464,null,null,17.5355052,null,null,14.8548204,12.095217,null,15.752904,null,null,8.749909,6.153113,7.808712,null,12.2011801,11.4956527,12.8613692,8.0407383,12.2556379,6.9170205,null,null,18.6831646,4.3238124,null,11.6967675,6.7429771,null,9.767077,7.1176057,6.9025509,5.4994067,7.0882219,null,7.9127897,7.8406083,20.0919438,9.9298952,6.8551053,null,null,null,5.3188672,null,6.4993671,null,5.3966887,5.0700584,null,null,9.5527584,null],[6.5100449,5.5181517,6.5100449,5.5181517,5.5790362,6.5100449,8.2753362,null,null,6.0831673,null,null,5.4171764,6.7981343,null,8.1611558,null,null,6.1270064,5.3048656,5.8351024,null,3.5572054,5.4036827,8.0266892,6.2238449,8.1290421,3.7534055,null,null,7.713367,5.4281362,null,8.2857827,4.9632291,null,6.8738332,5.1247586,11.8767197,4.4589977,13.1207789,null,2.9258056,3.9252031,null,9.456623,3.6961004,null,null,null,12.3037373,null,9.7234565,null,12.3586194,15.2956808,null,null,13.4249529,null],[15.5803174,15.7967925,15.5803174,15.7967925,16.9393117,15.5803174,15.6360495,null,null,17.8637484,null,null,15.0599365,11.8811355,null,14.6508963,null,null,9.604143,6.5863241,8.501655,null,12.0793259,10.7950067,11.9551345,7.4510952,11.4024896,6.4246861,null,null,6.9975821,4.5630944,null,10.8983629,7.2485623,null,10.2487883,7.6940711,6.7607022,5.7955774,6.9143528,null,7.8484438,7.5319491,null,9.3670381,6.6545575,null,null,null,4.9524425,null,6.4188322,null,5.7227587,null,null,null,10.4708277,null],[8.7838348,7.5950326,8.7838348,7.5950326,7.3023185,8.7838348,10.422501,null,null,null,null,null,6.7110201,7.1152541,null,10.177208,null,null,8.6143224,5.5956792,7.0406794,null,5.3436567,6.8803754,9.1448932,5.6784886,8.9598809,3.5296956,null,null,7.6204693,4.8964574,null,8.8040953,6.5430747,null,5.9425275,7.8864202,7.3242031,5.618107,7.5408606,null,3.9577399,4.5797711,null,8.4732186,4.0392077,null,null,null,5.2892562,null,6.3656973,null,6.1672361,null,null,null,10.7836911,null],[7.0921488,5.9600808,7.0921488,5.9600808,5.7553248,7.0921488,8.8403476,null,null,null,null,null,5.8608808,7.0319817,null,8.4925856,null,null,6.5576881,5.5171319,6.0302701,null,3.8788086,5.3471029,7.6059619,4.9320456,7.4741524,3.70344,null,null,8.2839481,5.8694741,null,7.3782816,5.3492989,null,7.0240299,5.5030403,11.6091639,4.8633814,13.0251898,null,2.8129626,3.3834298,null,7.354184,2.7801504,null,null,null,8.1597814,null,6.0045858,null,6.87784,null,null,null,null,null],[6.6923832,5.629534,6.6923832,5.629534,5.5564586,6.6923832,8.5614805,null,null,null,null,null,5.9446895,7.4542366,null,8.2228961,null,null,5.8267665,5.7437476,5.5365492,null,3.8515275,5.2779236,7.5943201,5.3364141,7.5237686,3.9963377,null,null,8.9726644,6.3578609,null,7.4878542,5.0569742,null,7.5917231,5.2353009,6.4555711,4.899991,null,null,2.9486322,3.505292,null,7.690567,2.9152924,null,null,null,8.6041984,null,6.4909347,null,7.3628199,null,null,null,null,null],[8.7597131,7.7108517,8.7597131,7.7108517,7.5873944,8.7597131,10.296592,null,null,null,null,null,7.1102926,7.4331551,null,10.1591249,null,null,8.1554022,5.5469247,6.8360066,null,5.6694935,7.0918146,9.3413765,5.9551913,9.2060976,3.7937992,null,null,null,4.9560093,null,9.0984819,6.5174812,null,6.4365529,7.8766376,6.8664862,5.7058777,null,null,4.2809001,4.9090674,null,8.9446519,4.3536237,null,null,null,5.7284612,null,6.8944474,null,6.4827888,null,null,null,null,null],[5.4200711,5.2496017,5.4200711,5.2496017,5.9449082,5.4200711,null,null,null,null,null,null,6.1859038,6.2605887,null,6.1378152,null,null,7.206058,5.6968645,6.4282336,null,4.3548502,4.3946266,5.830921,4.5754354,5.8229699,3.0168289,null,null,null,5.1107157,null,5.8425278,6.2706549,null,6.4288824,7.3734767,7.2171836,5.6550107,null,null,3.3545774,3.3926943,null,6.1958495,3.1344745,null,null,null,4.8500124,null,5.5701914,null,6.2248019,null,null,null,null,null],[6.8806025,5.8828832,6.8806025,5.8828832,5.9073933,6.8806025,null,null,null,null,null,null,6.3813485,7.924224,null,8.3622471,null,null,6.231128,5.9829951,5.8295138,null,4.0929059,5.4126082,7.7315174,5.5180622,7.6667264,4.1892326,null,null,null,6.7695745,null,7.6390919,5.2941084,null,8.1736692,null,6.9506194,5.1130462,null,null,3.1416875,3.6652715,null,7.9001196,3.0668562,null,null,null,8.9719382,null,6.8207888,null,7.8867843,null,null,null,null,null],[6.8647387,6.138358,6.8647387,6.138358,6.3189636,6.8647387,null,null,null,null,null,null,6.7349405,8.4881939,null,7.7437225,null,null,6.6114992,6.3727478,6.2451376,null,4.290108,4.8710791,6.6704881,5.3211445,6.4929154,3.5691921,null,null,null,6.6560528,null,6.351637,5.6587494,null,8.5192175,null,7.4405695,5.3923921,null,null,3.0531946,3.1769994,null,6.1494668,2.8218207,null,null,null,null,null,5.0338344,null,6.2161796,null,null,null,null,null],[5.5227933,5.4911328,5.5227933,5.4911328,6.3303984,5.5227933,null,null,null,null,null,null,6.6130994,6.6768307,null,6.048897,null,null,5.2343543,5.0112393,4.8683775,null,4.598864,4.3397114,5.6459281,4.8243806,5.6181018,3.2310669,null,null,null,4.3548816,null,5.6194419,4.5928164,null,null,null,7.5725991,4.1235844,null,null,3.4835137,3.3842365,null,5.9164663,3.1405839,null,null,null,null,null,5.3784165,null,6.1986424,null,null,null,null,null],[7.0925469,6.1612863,7.0925469,6.1612863,6.156787,7.0925469,null,null,null,null,null,null,5.282328,6.5140199,null,8.1814121,null,null,7.016844,6.430684,6.5708805,null,4.192239,5.1018459,7.0876741,4.786258,6.9068594,3.7683601,null,null,null,7.0461672,null,6.7630925,5.9898942,null,null,null,null,5.7479423,null,null,3.0573622,3.2961734,null,6.5585041,2.6734981,null,null,null,null,null,5.3640764,null,6.6135418,null,null,null,null,null],[5.835255,5.8413335,5.835255,5.8413335,6.7515417,5.835255,null,null,null,null,null,null,7.0468031,7.1185216,null,null,null,null,5.4334697,4.8467756,4.9632698,null,4.8934245,4.5067287,5.809814,5.129258,5.7622358,3.4395427,null,null,null,4.3457306,null,5.7450397,4.72087,null,null,null,null,4.2252692,null,null,3.6662915,3.4986457,null,5.9800756,3.2637663,null,null,null,null,null,5.3804383,null,6.2285717,null,null,null,null,null],[5.1636136,4.8759481,5.1636136,4.8759481,5.4501429,5.1636136,null,null,null,null,null,null,5.0832918,null,null,null,null,null,6.7556212,6.8017068,6.6762792,null,3.7102332,3.674004,5.0676095,4.2449248,4.9884978,3.5487522,null,null,null,7.4457489,null,4.9460937,6.1677339,null,null,null,null,6.0158985,null,null,2.8336928,2.7069772,null,5.1435534,2.2862282,null,null,null,null,null,4.9799064,null,6.9072737,null,null,null,null,null],[5.3184923,5.2384325,5.3184923,5.2384325,6.1148998,5.3184923,null,null,null,null,null,null,5.7858738,null,null,null,null,null,5.6428854,4.756335,5.1395253,null,4.5101879,4.2978703,5.7432957,4.1136912,5.7432461,3.1713341,null,null,null,null,null,5.7723148,4.9549502,null,null,null,null,4.4693087,null,null,3.5454397,3.4185097,null,6.1797732,3.0220183,null,null,null,null,null,5.6826401,null,6.6148772,null,null,null,null,null],[5.4386735,5.1244721,5.4386735,5.1244721,5.7213535,5.4386735,null,null,null,null,null,null,5.3819242,null,null,null,null,null,5.9639015,5.7137596,5.8222871,null,3.8805382,3.8627624,5.3462848,4.4816154,5.2626955,3.474002,null,null,null,null,null,5.2179699,5.2878273,null,null,null,null,4.9104154,null,null,2.9540608,2.830616,null,5.4277039,2.4124625,null,null,null,null,null,5.2479512,null,null,null,null,null,null,null],[5.5023522,5.5006762,5.5023522,5.5006762,6.4694541,5.5023522,null,null,null,null,null,null,6.1247481,null,null,null,null,null,null,5.0014864,5.4086951,null,4.6874679,4.1502505,5.4755373,4.2814739,5.4023428,3.2937044,null,null,null,null,null,5.3558044,5.1448862,null,null,null,null,4.6046969,null,null,3.4287355,3.1074116,null,5.4362117,2.7440484,null,null,null,null,null,4.5127242,null,null,null,null,null,null,null],[4.7225184,4.3834288,4.7225184,4.3834288,null,4.7225184,null,null,null,null,null,null,5.0168679,null,null,null,null,null,null,5.137384,5.4695945,null,3.6841959,3.7750378,5.3860068,4.3531962,5.3619199,2.9701567,null,null,null,null,null,5.3621092,5.3026983,null,null,null,null,4.8062405,null,null,2.8786734,2.7765094,null,5.6056268,2.4845248,null,null,null,null,null,4.7202581,null,null,null,null,null,null,null],[5.3755275,5.0859036,5.3755275,5.0859036,null,5.3755275,null,null,null,null,null,null,5.50852,null,null,null,null,null,null,5.0488581,4.7258335,null,3.927318,3.8674664,5.399219,4.6970138,5.3344624,3.646502,null,null,null,null,null,5.309538,4.3306204,null,null,null,null,4.1538467,null,null,3.0481262,2.8975886,null,null,2.4865163,null,null,null,null,null,5.5192683,null,null,null,null,null,null,null],[5.510629,5.3084875,5.510629,5.3084875,null,5.510629,null,null,null,null,null,null,5.783909,null,null,null,null,null,null,5.2206267,4.9737851,null,4.0767419,3.6816219,5.0488832,4.8222708,4.9154564,3.7061799,null,null,null,null,null,4.8207582,4.5487697,null,null,null,null,4.3454719,null,null,2.9792912,2.6259012,null,null,2.276858,null,null,null,null,null,null,null,null,null,null,null,null,null],[4.3684237,4.334443,4.3684237,4.334443,null,4.3684237,null,null,null,null,null,null,null,null,null,null,null,null,null,5.4037616,5.6768484,null,3.763859,3.2611392,4.4777346,4.2686743,4.4275528,3.020159,null,null,null,null,null,4.4026676,5.4807932,null,null,null,null,4.976108,null,null,2.8655435,2.4959764,null,null,2.2895958,null,null,null,null,null,null,null,null,null,null,null,null,null],[4.4583718,4.4172531,4.4583718,4.4172531,null,4.4583718,null,null,null,null,null,null,null,null,null,null,null,null,null,4.7344002,null,null,3.8488645,3.3367344,4.6184863,4.4784166,4.571704,3.1698857,null,null,null,null,null,4.551264,4.5077372,null,null,null,null,4.1519949,null,null,2.9419826,2.5577772,null,null,2.3482491,null,null,null,null,null,null,null,null,null,null,null,null,null],[5.2050247,4.7777708,5.2050247,4.7777708,null,5.2050247,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.6456683,3.6237969,5.170228,4.7459532,5.0607097,3.7205681,null,null,null,null,null,4.9877892,4.6946729,null,null,null,null,4.5426381,null,null,2.8512421,2.6000878,null,null,2.1811284,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,4.1028505,4.3695122,4.1028505,null,4.3695122,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.3670445,3.1290228,4.5922878,4.7187104,4.5439199,3.6531871,null,null,null,null,null,4.5311049,4.8763892,null,null,null,null,4.7496519,null,null,2.7857982,2.4329262,null,null,2.1040758,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,4.5927023,4.6540886,4.5927023,null,4.6540886,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.0008565,3.4932941,4.8379239,4.6171359,4.7883828,3.2958056,null,null,null,null,null,4.7660644,null,null,null,null,null,3.8201365,null,null,3.0730074,2.6781124,null,null,2.4509645,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,4.4055225,4.2082536,4.4055225,null,4.2082536,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.00921,3.053987,null,4.5358526,4.1059288,3.3109485,null,null,null,null,null,4.0943847,null,null,null,null,null,3.9643183,null,null,3.0689802,2.4855674,null,null,2.331368,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,4.2382021,4.5393147,4.2382021,null,4.5393147,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.4534678,3.2515944,null,null,4.7441042,3.8138461,null,null,null,null,null,4.7314506,null,null,null,null,null,4.104146,null,null,2.8601479,2.5139153,null,null,2.1800726,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,4.4789796,4.2075567,4.4789796,null,4.2075567,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,4.1390124,3.0490335,null,null,null,3.2645859,null,null,null,null,null,4.0814195,null,null,null,null,null,4.1346835,null,null,3.1788235,2.5368268,null,null,2.3293382,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,4.1913826,4.1356732,null,4.1913826,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.502799,2.8742325,null,null,null,3.8799363,null,null,null,null,null,4.0960243,null,null,null,null,null,4.2818218,null,null,2.8949073,2.3710515,null,null,2.0954754,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,4.3633937,4.2965217,null,4.3633937,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.6147573,2.988399,null,null,null,4.0222241,null,null,null,null,null,4.2658571,null,null,null,null,null,null,null,null,2.9718291,2.446759,null,null,2.1704392,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,3.9316355,null,3.7697081,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.7207394,2.8292988,null,null,null,3.1579613,null,null,null,null,null,4.0484685,null,null,null,null,null,null,null,null,2.9813137,2.3917867,null,null,2.2374345,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,3.8807115,null,3.8634102,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.4598813,2.7189847,null,null,null,4.0273922,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.9684375,2.3811646,null,null,2.1581824,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,3.9357529,null,3.6031916,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.812587,2.5986319,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.0320702,2.2994328,null,null,2.1939955,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,3.312609,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,3.5157659,2.467405,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.9069877,2.2168179,null,null,2.1488468,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,3.8927699,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.722899,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.882305,2.3353055,null,null,2.1716087,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.4368111,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.7189588,2.1365213,null,null,2.0879656,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.5340902,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.3072235,null,null,2.181754,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.2526037,null,null,2.1613655,null,null,null,null,null,null,null,null,null,null,null,null,null],[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,2.0168131,null,null,null,null,null,null,null,null,null,null,null,null,null]]} diff --git a/tests/fixtures/r/fsm_lalonde_full.json b/tests/fixtures/r/fsm_lalonde_full.json new file mode 100644 index 0000000..4d4da3b --- /dev/null +++ b/tests/fixtures/r/fsm_lalonde_full.json @@ -0,0 +1 @@ +{"dataset":"lalonde","som":[1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,2,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,1,2,1,2,1,2,1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2,1,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2,2,1,1,1,2,2,2,1,2,1,2,1,1,2,1,1,2,2,1,1,2,2,1,2,1,1,2,2,1,2,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,2,1,2,1,2,1,2,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,1,2,2,1,1,1,2,1,2,2,2,1,2,1,2,1,1,2,1,2,1,2,1,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,2,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,2,2,1,2,1,2,1,1,2,1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,1,2,1,2,1,2,1,1,2,2,1,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,1,1,2,1,2,1,2,1,2,2,1],"args":{"s_function":"Dopt"},"z":[2,2,2,1,2,1,1,1,2,2,1,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2,2,1,1,1,1,2,2,1,1,2,1,2,2,1,2,2,1,1,1,2,2,2,2,1,1,1,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,2,2,2,1,1,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,1,1,1,2,2,2,2,2,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,2,1,1,2,1,2,1,2,1,1,2,1,1,1,1,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,2,1,1,2,1,2,1,2,2,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,1,1,1,1,1,1,2,1,1,2,2,1,2,2,1,2,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,1,2,1,2,1,1,2,1,1,2,2,2,2,2,2,1,1,1,1,1,1,1,1,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,2,2,1,1,1,2,2,1,1,2,2,1,2,1,2,2,2,2,1,1,2,1,2,1,2,2,2,2,1,1,1,2,1,1,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,2,1,1],"selected":[144,387,176,147,445,443,380,424,423,301,159,355,182,19,129,440,163,408,72,444,245,214,21,37,152,327,407,175,203,401,384,442,98,15,420,339,411,86,186,437,436,187,40,149,254,148,160,95,140,335,39,276,45,352,267,426,84,367,390,345,13,432,180,434,386,439,368,83,119,88,87,231,362,410,376,425,391,113,134,262,435,374,336,385,377,25,233,153,229,236,281,232,30,318,136,126,360,312,417,121,400,28,115,273,427,141,70,255,278,1,422,441,305,50,329,127,311,51,38,158,111,299,96,438,393,227,31,128,243,431,211,217,240,42,54,59,421,337,321,365,325,265,313,324,213,418,32,363,130,277,428,93,419,107,117,76,292,193,433,27,266,283,55,332,429,275,146,349,11,60,398,244,65,104,364,350,341,430,110,162,34,183,285,212,412,354,90,4,288,315,131,392,334,132,120,357,5,342,287,8,250,85,406,208,150,135,14,43,174,272,259,20,137,344,403,81,395,185,353,154,47,394,397,256,71,261,168,414,33,263,77,415,271,171,413,177,138,274,388,94,181,221,103,331,416,222,290,156,97,340,373,106,99,35,184,188,389,53,199,302,326,202,291,333,225,343,264,172,371,82,100,220,378,296,381,369,298,409,102,309,105,404,80,108,405,356,359,6,10,230,234,139,116,235,237,109,22,24,253,258,399,2,402,123,348,3,358,268,383,284,7,9,16,142,201,112,300,17,18,346,396,23,26,379,209,29,200,361,286,12,323,155,319,73,167,165,157,41,289,48,293,294,145,49,198,308,303,52,338,314,56,57,330,347,61,63,179,304,64,269,191,316,192,194,279,297,196,226,306,320,238,247,36,204,382,58,228,239,44,242,62,246,248,66,257,366,205,67,69,216,218,79,74,89,68,370,46,372,375,173,75,91,92,101,114,124,125,78,351,133,118,122,143,224,151,317,322,161,164,170,328,295,307,310,166,169,210,178,270,280,189,282,190,195,197,241,249,251,252,260,206,207,215,219,223]} diff --git a/tests/fixtures/r/fsm_ties_random_binary.json b/tests/fixtures/r/fsm_ties_random_binary.json new file mode 100644 index 0000000..705e26b --- /dev/null +++ b/tests/fixtures/r/fsm_ties_random_binary.json @@ -0,0 +1 @@ +{"dataset":"binary","som":[1,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,1,2,2,1],"reps":2000,"freq_group1":[0.387,0.523,0.471,0.505,0.501,0.5425,0.539,0.5175,0.507,0.548,0.499,0.562,0.5655,0.521,0.495,0.4065,0.4915,0.5275,0.465,0.5065,0.472,0.493,0.584,0.525,0.488,0.5085,0.4125,0.4825,0.5635,0.3905]} diff --git a/tests/fixtures/r/make_sq_inter.json b/tests/fixtures/r/make_sq_inter.json new file mode 100644 index 0000000..e414659 --- /dev/null +++ b/tests/fixtures/r/make_sq_inter.json @@ -0,0 +1 @@ +{"data":{"columns":["male","age","edu"],"values":[[1,20,10],[1,30,12],[1,40,8],[1,40,16],[1,50,12],[1,60,14],[0,20,9],[0,30,11],[0,40,12],[0,40,16],[0,50,18],[0,60,10]]},"cases":[{"is_square":true,"is_inter":true,"keep_marginal":true,"result":{"value":{"columns":["male","age","edu","male.age","male.edu","age.edu","male^2","age^2","edu^2"],"values":[[1,20,10,20,10,200,1,400,100],[1,30,12,30,12,360,1,900,144],[1,40,8,40,8,320,1,1600,64],[1,40,16,40,16,640,1,1600,256],[1,50,12,50,12,600,1,2500,144],[1,60,14,60,14,840,1,3600,196],[0,20,9,0,0,180,0,400,81],[0,30,11,0,0,330,0,900,121],[0,40,12,0,0,480,0,1600,144],[0,40,16,0,0,640,0,1600,256],[0,50,18,0,0,900,0,2500,324],[0,60,10,0,0,600,0,3600,100]]}}},{"is_square":true,"is_inter":true,"keep_marginal":false,"result":{"value":{"columns":["male.age","male.edu","age.edu","male^2","age^2","edu^2"],"values":[[20,10,200,1,400,100],[30,12,360,1,900,144],[40,8,320,1,1600,64],[40,16,640,1,1600,256],[50,12,600,1,2500,144],[60,14,840,1,3600,196],[0,0,180,0,400,81],[0,0,330,0,900,121],[0,0,480,0,1600,144],[0,0,640,0,1600,256],[0,0,900,0,2500,324],[0,0,600,0,3600,100]]}}},{"is_square":true,"is_inter":false,"keep_marginal":true,"result":{"value":{"columns":["male","age","edu","male^2","age^2","edu^2"],"values":[[1,20,10,1,400,100],[1,30,12,1,900,144],[1,40,8,1,1600,64],[1,40,16,1,1600,256],[1,50,12,1,2500,144],[1,60,14,1,3600,196],[0,20,9,0,400,81],[0,30,11,0,900,121],[0,40,12,0,1600,144],[0,40,16,0,1600,256],[0,50,18,0,2500,324],[0,60,10,0,3600,100]]}}},{"is_square":true,"is_inter":false,"keep_marginal":false,"result":{"value":{"columns":["male^2","age^2","edu^2"],"values":[[1,400,100],[1,900,144],[1,1600,64],[1,1600,256],[1,2500,144],[1,3600,196],[0,400,81],[0,900,121],[0,1600,144],[0,1600,256],[0,2500,324],[0,3600,100]]}}},{"is_square":false,"is_inter":true,"keep_marginal":true,"result":{"value":{"columns":["male","age","edu","male.age","male.edu","age.edu"],"values":[[1,20,10,20,10,200],[1,30,12,30,12,360],[1,40,8,40,8,320],[1,40,16,40,16,640],[1,50,12,50,12,600],[1,60,14,60,14,840],[0,20,9,0,0,180],[0,30,11,0,0,330],[0,40,12,0,0,480],[0,40,16,0,0,640],[0,50,18,0,0,900],[0,60,10,0,0,600]]}}},{"is_square":false,"is_inter":true,"keep_marginal":false,"result":{"value":{"columns":["male.age","male.edu","age.edu"],"values":[[20,10,200],[30,12,360],[40,8,320],[40,16,640],[50,12,600],[60,14,840],[0,0,180],[0,0,330],[0,0,480],[0,0,640],[0,0,900],[0,0,600]]}}},{"is_square":false,"is_inter":false,"keep_marginal":true,"result":{"value":{"columns":["male","age","edu"],"values":[[1,20,10],[1,30,12],[1,40,8],[1,40,16],[1,50,12],[1,60,14],[0,20,9],[0,30,11],[0,40,12],[0,40,16],[0,50,18],[0,60,10]]}}},{"is_square":false,"is_inter":false,"keep_marginal":false,"result":{"error":"object 'data_frame_appended' not found"}}]} diff --git a/tests/fixtures/r/manifest.json b/tests/fixtures/r/manifest.json new file mode 100644 index 0000000..3edd09d --- /dev/null +++ b/tests/fixtures/r/manifest.json @@ -0,0 +1 @@ +{"r_version":"R version 4.6.0 (2026-04-24)","fsm_version":"1.0.0","jsonlite_version":"2.0.0","generated":"2026-10-13"} diff --git a/tests/fixtures/r/perm_test.json b/tests/fixtures/r/perm_test.json new file mode 100644 index 0000000..7bae857 --- /dev/null +++ b/tests/fixtures/r/perm_test.json @@ -0,0 +1 @@ +[{"id":"k2","method":"marginal mean","alternative":"not equal","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.11551829739355,"test_stat_iter":[-1.11551829739355,-0.71992127786938,-1.45588966648251,-0.160322386345857,-1.41313940369841,0.11499872540527,0.133355506909153,-0.227548476860342,0.245165753831257,-0.595592688294094,0.485791952201788,0.107971035975957,1.16849958615324,-0.55123689452939,-0.880705986435894,-1.06590775019404,1.17408086444853,-0.991376556498631,-0.171618236367491,-1.28769785934196,0.00290979109469269,2.01838961066722,-0.0992894571923895,-0.0899590375615062,1.23782559771437,-0.306233079183469,-0.707014390233562,0.586300001298067,-0.0348499041820904,0.899746303665681,0.816560832040889,0.437502718946595,0.515775689210114,0.793107688923635,1.75538667695238,0.0976587184283435,0.863619049155286,-0.725950082968765,-1.32152724453885,-0.219857153714011,-0.0732487471375673,-0.407399199254304,1.4070671947004,-0.0291481384998757,2.15961836522989,0.303062877771479,-2.03507227970174,-0.714119584694059,-0.489637933025213,-0.648944802523397,-0.0903387281386276,0.611644324927452,0.35361795583024,1.12735566195666,-0.0645297799571853,0.570560431330387,0.0729167143828473,-0.59038229030312,1.66605238665515,-1.47882333194453,-0.478878230873883,-0.63826997798664,1.12129223907613,0.0689140220332707,0.234227990730956,-1.02236717418671,0.00911236452090414,0.531116872152227,-0.932455208681967,-0.372259336603568,1.02148008105187,-0.488742325958311,-0.89179136756243,-0.0982377461863404,0.623849792066844,-1.40187968529105,1.05856387762668,-1.27766989320984,-0.65129912965214,1.13213062237259,-0.15392649052524,1.05226998799361,-0.881594371502727,1.11193670497442,-0.672194137417987,0.467837331147868,-1.91465826108815,-0.369466718697986,0.677751399546688,-1.2283082785177,0.0493477796517769,1.24412765527676,-0.0873863680499571,-0.3736672698662,0.000896155634737994,0.301822807653418,1.36820032349128,0.598925564286398,0.227839368188812,0.200647985698096,-0.502957890762087,0.0604956805299537,0.928941035645936,-0.267249840901529,1.30118857935507,0.0390396799299033,-1.65250749302028,0.216319250841767,-1.01249831544378,2.18011892086145,0.0896534236764346,0.711294415104364,-0.727460731371986,0.692551839783503,-0.168886903337592,0.157153756925238,-0.625484493845503,-0.402476292205941,-0.800054253454684,-1.24969962955914,1.06573182533654,-0.976450411354868,1.78372188494992,0.398628599197979,-1.2479235500912,-0.962377992074556,0.144929438835197,0.402099661241019,0.740779703557847,-0.796651561443666,1.11367257001887,-1.64450172611281,0.958810628876988,0.129689444863311,-0.00807469168196384,-0.686736484716411,-0.766519515312073,-0.621648666180601,-1.22388535242266,1.0049868904677,0.163058305261478,0.579915943916452,0.095102312706425,-1.08001423739483,-1.25184633784256,-0.0139642767442272,-0.300070599453386,-0.977363152810277,-0.249284188175013,0.22673361871893,0.619055416497327,-0.140621368338865,0.167842582962127,-0.011376282049012,-1.60973290579973,-1.22295745033772,0.740391921845669,-0.548839487168051,-0.296062838827712,1.38236128541251,0.171202138427871,0.920820489488163,0.695747728337007,-0.144818867284892,0.0140799499002853,0.431101248909398,0.748355181406199,1.18055665981294,1.41862416988369,-1.24253450064751,0.763675973227135,-0.753827339612863,0.644214578618874,-1.4941738519937,0.274108461252473,-0.803233211687798,-0.550828320032783,0.146604288718686,0.718047293304828,0.216554495673931,-0.600169303732903,-0.277015367662839,-0.0460974012222035,-0.0494890290632402,0.96466047943621,1.05636745706878,-1.56876568571809,0.0364202166065937,-0.600851139065886,-0.282575560988745,-0.360063334242524,0.577004268140167,1.24147762352269,-0.482642206373136,-1.48975500539364,-0.993699442453556,0.976011774984785,-0.776062185602594,-1.25960743395811,-1.50494838356082,-0.98036750822043,0.881972963017104,-1.04686402862507,1.44555550609858,0.654545023079615,0.0680945017367627,0.395715551561741,-1.01501815396293,-0.86550203147284,-1.28034307954804,-1.10204470940215,-0.268136301516391,0.846833239619011,-0.877909748466925,1.19676008235225,-0.868611421828861,0.782684492051805,-0.826283005197507,-1.29866849490169,-0.785996967059644,-0.00122526299298364,-1.02504433964343,0.190130152843233,0.885056336710404,0.79909447482366,0.969263178930463,1.06718393309069,0.642477257540412,-0.455890417156093,-0.4687689764894,0.993062380866689,0.25943990797078,-0.953759630782285,0.546979481074496,0.731736548527961,-0.499395923558643,-0.252678126914573,0.493658497641439,0.628324404239798,0.942193058934281,1.72460970179515,-0.280540743516076,-1.01118714943144,-0.703108402148569,-1.16709594481798,0.305946625746955,0.390480754627214,-2.40051000309082,1.5352983155468,-1.21043918652887,0.0566953514860611,-1.83281917400796,0.251535200919779,-1.01593000445985,-0.877802394566059,-1.04848261281205,0.801771069051798,-0.0629181474132654,-0.0197364512287717,-0.20213023025058,-0.201902138147274,0.260878491828583,-0.197056573461388,0.593175924995839,0.118220376709624,-0.677638316111052,1.45285184105326,-0.458707464343624,0.172751939668645,-1.2914040983801,1.84383960497462,1.23886013597942,-0.335741213379016,1.63458370286118,-0.633453819926684,0.56394764464782,1.24312841449882,0.719462769983823,0.0805705418980747,-1.73704143992321,0.142737740284366,-0.76502503986478,-0.299417403199362,-0.526949004756455,-0.912184673301683,-0.372787192192046,-1.56737195516402,-0.547161511913071,0.0815832829483494,0.608739571476113,-0.0710164575925294,0.898317600469538,0.17573548994651,0.230078211172442,0.380158095507598,0.965554261744375,-0.765798932374606,0.346016965715469,0.453961714135428,-0.531773756794804],"p_value":0.21}}},{"id":"k2tau","method":"marginal mean","alternative":"not equal","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-0.115518297393551,"test_stat_iter":[-0.115518297393551,0.28007872213062,-0.455889666482507,0.839677613654143,-0.413139403698407,1.11499872540527,1.13335550690915,0.772451523139658,1.24516575383126,0.404407311705906,1.48579195220179,1.10797103597596,2.16849958615324,0.44876310547061,0.119294013564106,-0.0659077501940413,2.17408086444853,0.00862344350136901,0.828381763632509,-0.287697859341955,1.00290979109469,3.01838961066722,0.900710542807611,0.910040962438494,2.23782559771437,0.693766920816531,0.292985609766438,1.58630000129807,0.96515009581791,1.89974630366568,1.81656083204089,1.43750271894659,1.51577568921011,1.79310768892364,2.75538667695238,1.09765871842834,1.86361904915529,0.274049917031235,-0.321527244538855,0.780142846285989,0.926751252862433,0.592600800745696,2.4070671947004,0.970851861500124,3.15961836522989,1.30306287777148,-1.03507227970174,0.285880415305941,0.510362066974787,0.351055197476603,0.909661271861372,1.61164432492745,1.35361795583024,2.12735566195666,0.935470220042815,1.57056043133039,1.07291671438285,0.40961770969688,2.66605238665515,-0.478823331944529,0.521121769126117,0.36173002201336,2.12129223907613,1.06891402203327,1.23422799073096,-0.022367174186714,1.0091123645209,1.53111687215223,0.0675447913180331,0.627740663396432,2.02148008105187,0.511257674041689,0.10820863243757,0.90176225381366,1.62384979206684,-0.401879685291053,2.05856387762668,-0.277669893209836,0.34870087034786,2.13213062237259,0.84607350947476,2.05226998799361,0.118405628497273,2.11193670497442,0.327805862582013,1.46783733114787,-0.914658261088148,0.630533281302014,1.67775139954669,-0.228308278517696,1.04934777965178,2.24412765527676,0.912613631950043,0.6263327301338,1.00089615563474,1.30182280765342,2.36820032349128,1.5989255642864,1.22783936818881,1.2006479856981,0.497042109237913,1.06049568052995,1.92894103564594,0.732750159098471,2.30118857935507,1.0390396799299,-0.652507493020279,1.21631925084177,-0.0124983154437803,3.18011892086145,1.08965342367643,1.71129441510436,0.272539268628014,1.6925518397835,0.831113096662408,1.15715375692524,0.374515506154497,0.597523707794059,0.199945746545316,-0.249699629559137,2.06573182533654,0.0235495886451318,2.78372188494992,1.39862859919798,-0.247923550091205,0.0376220079254441,1.1449294388352,1.40209966124102,1.74077970355785,0.203348438556334,2.11367257001887,-0.644501726112805,1.95881062887699,1.12968944486331,0.991925308318036,0.313263515283589,0.233480484687927,0.378351333819399,-0.223885352422657,2.0049868904677,1.16305830526148,1.57991594391645,1.09510231270642,-0.0800142373948294,-0.251846337842561,0.986035723255773,0.699929400546614,0.0226368471897231,0.750715811824987,1.22673361871893,1.61905541649733,0.859378631661135,1.16784258296213,0.988623717950988,-0.60973290579973,-0.222957450337722,1.74039192184567,0.451160512831949,0.703937161172288,2.38236128541251,1.17120213842787,1.92082048948816,1.69574772833701,0.855181132715108,1.01407994990029,1.4311012489094,1.7483551814062,2.18055665981294,2.41862416988369,-0.24253450064751,1.76367597322714,0.246172660387137,1.64421457861887,-0.494173851993695,1.27410846125247,0.196766788312202,0.449171679967217,1.14660428871869,1.71804729330483,1.21655449567393,0.399830696267097,0.722984632337161,0.953902598777796,0.95051097093676,1.96466047943621,2.05636745706878,-0.568765685718095,1.03642021660659,0.399148860934114,0.717424439011255,0.639936665757476,1.57700426814017,2.24147762352269,0.517357793626864,-0.489755005393642,0.0063005575464441,1.97601177498479,0.223937814397406,-0.259607433958111,-0.504948383560825,0.0196324917795696,1.8819729630171,-0.046864028625075,2.44555550609858,1.65454502307962,1.06809450173676,1.39571555156174,-0.0150181539629326,0.13449796852716,-0.280343079548038,-0.102044709402145,0.731863698483609,1.84683323961901,0.122090251533075,2.19676008235225,0.131388578171139,1.78268449205181,0.173716994802493,-0.298668494901692,0.214003032940356,0.998774737007016,-0.0250443396434292,1.19013015284323,1.8850563367104,1.79909447482366,1.96926317893046,2.06718393309069,1.64247725754041,0.544109582843907,0.5312310235106,1.99306238086669,1.25943990797078,0.0462403692177151,1.5469794810745,1.73173654852796,0.500604076441357,0.747321873085427,1.49365849764144,1.6283244042398,1.94219305893428,2.72460970179515,0.719459256483924,-0.0111871494314446,0.296891597851431,-0.167095944817984,1.30594662574696,1.39048075462721,-1.40051000309082,2.5352983155468,-0.210439186528868,1.05669535148606,-0.832819174007957,1.25153520091978,-0.0159300044598485,0.122197605433941,-0.0484826128120535,1.8017710690518,0.937081852586735,0.980263548771228,0.79786976974942,0.798097861852726,1.26087849182858,0.802943426538612,1.59317592499584,1.11822037670962,0.322361683888948,2.45285184105326,0.541292535656376,1.17275193966864,-0.291404098380104,2.84383960497462,2.23886013597942,0.664258786620984,2.63458370286118,0.366546180073316,1.56394764464782,2.24312841449882,1.71946276998382,1.08057054189807,-0.737041439923209,1.14273774028437,0.23497496013522,0.700582596800638,0.473050995243545,0.0878153266983173,0.627212807807954,-0.567371955164022,0.452838488086929,1.08158328294835,1.60873957147611,0.928983542407471,1.89831760046954,1.17573548994651,1.23007821117244,1.3801580955076,1.96555426174437,0.234201067625394,1.34601696571547,1.45396171413543,0.468226243205196],"p_value":0.93}}},{"id":"k2rev","method":"marginal mean","alternative":"not equal","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":1.11551829739355,"test_stat_iter":[1.11551829739355,0.71992127786938,1.45588966648251,0.160322386345857,1.41313940369841,-0.11499872540527,-0.133355506909153,0.227548476860342,-0.245165753831257,0.595592688294094,-0.485791952201788,-0.107971035975957,-1.16849958615324,0.55123689452939,0.880705986435894,1.06590775019404,-1.17408086444853,0.991376556498631,0.171618236367491,1.28769785934196,-0.00290979109469269,-2.01838961066722,0.0992894571923895,0.0899590375615062,-1.23782559771437,0.306233079183469,0.707014390233562,-0.586300001298067,0.0348499041820904,-0.899746303665681,-0.816560832040889,-0.437502718946595,-0.515775689210114,-0.793107688923635,-1.75538667695238,-0.0976587184283435,-0.863619049155286,0.725950082968765,1.32152724453885,0.219857153714011,0.0732487471375673,0.407399199254304,-1.4070671947004,0.0291481384998757,-2.15961836522989,-0.303062877771479,2.03507227970174,0.714119584694059,0.489637933025213,0.648944802523397,0.0903387281386276,-0.611644324927452,-0.35361795583024,-1.12735566195666,0.0645297799571853,-0.570560431330387,-0.0729167143828473,0.59038229030312,-1.66605238665515,1.47882333194453,0.478878230873883,0.63826997798664,-1.12129223907613,-0.0689140220332707,-0.234227990730956,1.02236717418671,-0.00911236452090414,-0.531116872152227,0.932455208681967,0.372259336603568,-1.02148008105187,0.488742325958311,0.89179136756243,0.0982377461863404,-0.623849792066844,1.40187968529105,-1.05856387762668,1.27766989320984,0.65129912965214,-1.13213062237259,0.15392649052524,-1.05226998799361,0.881594371502727,-1.11193670497442,0.672194137417987,-0.467837331147868,1.91465826108815,0.369466718697986,-0.677751399546688,1.2283082785177,-0.0493477796517769,-1.24412765527676,0.0873863680499571,0.3736672698662,-0.000896155634737994,-0.301822807653418,-1.36820032349128,-0.598925564286398,-0.227839368188812,-0.200647985698096,0.502957890762087,-0.0604956805299537,-0.928941035645936,0.267249840901529,-1.30118857935507,-0.0390396799299033,1.65250749302028,-0.216319250841767,1.01249831544378,-2.18011892086145,-0.0896534236764346,-0.711294415104364,0.727460731371986,-0.692551839783503,0.168886903337592,-0.157153756925238,0.625484493845503,0.402476292205941,0.800054253454684,1.24969962955914,-1.06573182533654,0.976450411354868,-1.78372188494992,-0.398628599197979,1.2479235500912,0.962377992074556,-0.144929438835197,-0.402099661241019,-0.740779703557847,0.796651561443666,-1.11367257001887,1.64450172611281,-0.958810628876988,-0.129689444863311,0.00807469168196384,0.686736484716411,0.766519515312073,0.621648666180601,1.22388535242266,-1.0049868904677,-0.163058305261478,-0.579915943916452,-0.095102312706425,1.08001423739483,1.25184633784256,0.0139642767442272,0.300070599453386,0.977363152810277,0.249284188175013,-0.22673361871893,-0.619055416497327,0.140621368338865,-0.167842582962127,0.011376282049012,1.60973290579973,1.22295745033772,-0.740391921845669,0.548839487168051,0.296062838827712,-1.38236128541251,-0.171202138427871,-0.920820489488163,-0.695747728337007,0.144818867284892,-0.0140799499002853,-0.431101248909398,-0.748355181406199,-1.18055665981294,-1.41862416988369,1.24253450064751,-0.763675973227135,0.753827339612863,-0.644214578618874,1.4941738519937,-0.274108461252473,0.803233211687798,0.550828320032783,-0.146604288718686,-0.718047293304828,-0.216554495673931,0.600169303732903,0.277015367662839,0.0460974012222035,0.0494890290632402,-0.96466047943621,-1.05636745706878,1.56876568571809,-0.0364202166065937,0.600851139065886,0.282575560988745,0.360063334242524,-0.577004268140167,-1.24147762352269,0.482642206373136,1.48975500539364,0.993699442453556,-0.976011774984785,0.776062185602594,1.25960743395811,1.50494838356082,0.98036750822043,-0.881972963017104,1.04686402862507,-1.44555550609858,-0.654545023079615,-0.0680945017367627,-0.395715551561741,1.01501815396293,0.86550203147284,1.28034307954804,1.10204470940215,0.268136301516391,-0.846833239619011,0.877909748466925,-1.19676008235225,0.868611421828861,-0.782684492051805,0.826283005197507,1.29866849490169,0.785996967059644,0.00122526299298364,1.02504433964343,-0.190130152843233,-0.885056336710404,-0.79909447482366,-0.969263178930463,-1.06718393309069,-0.642477257540412,0.455890417156093,0.4687689764894,-0.993062380866689,-0.25943990797078,0.953759630782285,-0.546979481074496,-0.731736548527961,0.499395923558643,0.252678126914573,-0.493658497641439,-0.628324404239798,-0.942193058934281,-1.72460970179515,0.280540743516076,1.01118714943144,0.703108402148569,1.16709594481798,-0.305946625746955,-0.390480754627214,2.40051000309082,-1.5352983155468,1.21043918652887,-0.0566953514860611,1.83281917400796,-0.251535200919779,1.01593000445985,0.877802394566059,1.04848261281205,-0.801771069051798,0.0629181474132654,0.0197364512287717,0.20213023025058,0.201902138147274,-0.260878491828583,0.197056573461388,-0.593175924995839,-0.118220376709624,0.677638316111052,-1.45285184105326,0.458707464343624,-0.172751939668645,1.2914040983801,-1.84383960497462,-1.23886013597942,0.335741213379016,-1.63458370286118,0.633453819926684,-0.56394764464782,-1.24312841449882,-0.719462769983823,-0.0805705418980747,1.73704143992321,-0.142737740284366,0.76502503986478,0.299417403199362,0.526949004756455,0.912184673301683,0.372787192192046,1.56737195516402,0.547161511913071,-0.0815832829483494,-0.608739571476113,0.0710164575925294,-0.898317600469538,-0.17573548994651,-0.230078211172442,-0.380158095507598,-0.965554261744375,0.765798932374606,-0.346016965715469,-0.453961714135428,0.531773756794804],"p_value":0.21}}},{"id":"k2ties","method":"marginal mean","alternative":"not equal","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.16666666666667,"test_stat_iter":[-1.16666666666667,-0.666666666666666,-1.5,-0.333333333333334,-1.5,0.166666666666666,0.166666666666666,-0.5,0.333333333333334,-0.833333333333334,0.666666666666666,0,1.16666666666667,-0.5,-1,-1.16666666666667,1,-1,-0.166666666666666,-1.16666666666667,0,2,0,0,1.5,-0.166666666666666,-0.833333333333334,0.666666666666666,0,1,1,0.5,0.5,0.833333333333334,1.83333333333333,0,0.833333333333334,-0.833333333333334,-1.33333333333333,0,0,-0.333333333333334,1.33333333333333,0,2.33333333333333,0.166666666666666,-2,-0.833333333333334,-0.5,-0.5,-0.166666666666666,0.666666666666666,0.5,1.16666666666667,-0.166666666666666,0.833333333333334,0.166666666666666,-0.5,1.66666666666667,-1.5,-0.5,-0.666666666666666,1.16666666666667,0,0.166666666666666,-1,0.166666666666666,0.666666666666666,-1,-0.333333333333334,1.16666666666667,-0.833333333333334,-0.833333333333334,-0.166666666666666,0.833333333333334,-1.5,1.16666666666667,-1.16666666666667,-0.833333333333334,1.16666666666667,-0.166666666666666,1,-0.833333333333334,1.16666666666667,-0.666666666666666,0.5,-2,-0.5,0.666666666666666,-1.16666666666667,0.166666666666666,1.16666666666667,0,-0.333333333333334,-0.166666666666666,0.5,1.33333333333333,0.666666666666666,0.333333333333334,0.333333333333334,-0.5,0,1.16666666666667,-0.166666666666666,1.5,0.166666666666666,-1.5,0.333333333333334,-0.833333333333334,2.16666666666667,0.166666666666666,0.666666666666666,-0.833333333333334,0.5,-0.166666666666666,0.166666666666666,-0.5,-0.666666666666666,-0.833333333333334,-1.33333333333333,1,-1.16666666666667,1.66666666666667,0.5,-1.16666666666667,-1,0,0.5,0.666666666666666,-0.833333333333334,1,-1.66666666666667,0.666666666666666,0.333333333333334,0.166666666666666,-0.666666666666666,-1,-0.5,-1.33333333333333,1,0,0.666666666666666,0.166666666666666,-1.16666666666667,-1.33333333333333,0,-0.333333333333334,-1,-0.333333333333334,0.333333333333334,0.833333333333334,0,0,-0.166666666666666,-1.66666666666667,-1.33333333333333,0.666666666666666,-0.666666666666666,-0.166666666666666,1.33333333333333,0.166666666666666,1,0.666666666666666,-0.166666666666666,0,0.5,0.666666666666666,1.33333333333333,1.5,-1.33333333333333,0.666666666666666,-0.666666666666666,0.5,-1.33333333333333,0.5,-0.833333333333334,-0.5,0,1,0.166666666666666,-0.5,-0.333333333333334,0.166666666666666,0,0.666666666666666,1,-1.66666666666667,0,-0.5,-0.166666666666666,-0.333333333333334,0.666666666666666,1.33333333333333,-0.333333333333334,-1.33333333333333,-1.16666666666667,1.16666666666667,-0.666666666666666,-1.33333333333333,-1.5,-1,1,-1.16666666666667,1.66666666666667,0.666666666666666,0.166666666666666,0.166666666666666,-1,-0.833333333333334,-1.16666666666667,-1.16666666666667,-0.333333333333334,0.833333333333334,-1,1.16666666666667,-1,0.833333333333334,-0.833333333333334,-1.16666666666667,-0.833333333333334,0,-1,0.166666666666666,1.16666666666667,0.666666666666666,1,1,0.833333333333334,-0.5,-0.333333333333334,1,0.5,-1.16666666666667,0.666666666666666,0.833333333333334,-0.5,-0.333333333333334,0.5,0.666666666666666,1,1.83333333333333,-0.166666666666666,-1,-0.666666666666666,-1.16666666666667,0.333333333333334,0.166666666666666,-2.33333333333333,1.5,-1.33333333333333,0,-1.66666666666667,0.166666666666666,-1,-0.833333333333334,-1,0.833333333333334,0,0.166666666666666,-0.333333333333334,-0.166666666666666,0.333333333333334,0,0.666666666666666,0,-0.666666666666666,1.5,-0.5,0,-1.33333333333333,2,1.16666666666667,-0.5,1.66666666666667,-0.5,0.5,1.5,0.833333333333334,0,-1.83333333333333,-0.166666666666666,-0.833333333333334,-0.333333333333334,-0.5,-1,-0.333333333333334,-1.5,-0.666666666666666,0.166666666666666,0.666666666666666,-0.166666666666666,1,0.166666666666666,0,0.333333333333334,0.833333333333334,-0.666666666666666,0.333333333333334,0.333333333333334,-0.333333333333334],"p_value":0.25}}},{"id":"k3","method":"marginal mean","alternative":"not equal","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-2.71337981800389,"test_stat_iter":[-2.71337981800389,-1.18420541616453,1.32516100249792,-0.380236694349303,-1.4860948963756,0.870118322668755,0.908386231893214,0.283983974230331,0.892945452849832,-1.06662406891855,-0.375888341460568,-0.593181508009065,1.831707393357,0.701495667413246,-1.29302508660271,0.91335546140261,-0.334948739021192,1.56537010668811,2.11171058924335,-0.216759297158797,1.57846442543246,1.46476136408967,-2.06870629143076,0.577132428813297,-0.450548652295547,-1.59492943524648,-0.338925128925661,0.0949804487296717,0.505118634363077,1.96051039030439,0.150108566277215,-0.0188817143670583,0.202659407861443,1.26995267270274,1.00186714842612,-2.20374468414937,-0.722311059965961,-0.917766567195329,1.59871567411421,-1.19836117546646,1.24659104086588,1.48281588336658,0.300130245100707,-1.47049663750135,-0.288442433986795,0.252443608801794,-0.242316740979408,-0.396931224398688,-0.7708419944961,-2.39652307179789,1.49701034692453,0.320484051413967,0.400316880003396,-0.619724754707542,0.105293957430957,2.39088695528532,1.9818687112574,0.516093080785559,-0.848566399321609,0.798241364003401,-0.712839666241479,-0.44891168877991,1.43819776770729,-0.831107456662771,0.965728827799959,-2.42782007088758,-0.789073881643048,-1.1915619922117,0.486872319520479,0.917166781275878,-2.71215313964483,0.127392183096335,0.718353107541574,-0.0818374947042795,0.684965056028547,-0.287776845048565,1.67261855193024,0.323528938417157,2.40481316132963,0.665625784580961,-1.20296614431715,-0.0532630861125725,-0.0505300220665763,-0.317591018328317,0.937236028761946,0.65158079699591,1.00311733274604,-0.795489196689758,0.970255388799137,0.755964719190191,-0.430401500717036,-0.918900154340855,0.619779726751002,-1.07209339435055,0.150028891546356,1.83853524706605,-1.62287028950524,-1.0204755826804,-0.26044913410426,0.0435117263480862,-1.43917586216221,-0.243469169511032,0.829475138748039,-0.861823555789586,-1.20051555537145,-1.03998764631899,-0.920340905494497,-1.16090088997464,2.15620252176853,1.11553954421909,-1.15550106995514,-1.86136217057209,-1.68127773578103,1.25744475904935,-0.739276195809486,-0.745640088528338,1.4468171041781,-0.680259179581814,0.709618145325251,1.55293866516089,-0.655480034834136,-1.59297237772923,-1.56061726536088,0.223195781720566,0.209712140129113,-1.28974271866369,1.79478272537638,0.0151369588156935,1.16711582728986,0.217583085620245,-1.36976595689083,-1.5112222736522,-1.87308355362148,1.0902458377706,-0.787251570150225,0.149904250150023,0.490063827148365,0.0452207906572362,-0.340416925436323,-1.3411660326193,0.870161039969663,-0.300229286043239,-2.57054967884599,-0.406775295426888,-1.11274666075396,0.382903168204853,1.70397887432694,-0.613620596545765,0.984479381382796,-0.438146155152708,-0.482239411193429,1.10157491181615,-0.752094590320452,-0.519448247206348,-0.118913906090993,-1.44809853130418,0.28331452317396,1.09953157429786,1.39546061451034,-1.2873122453284,-1.28758689317445,0.0651948626220911,-0.932636717371663,1.59398188352163,1.42958895001715,1.27888410051574,0.135699153344747,-1.09012154446689,0.290962652582618,2.46029505371999,0.313186957645563,0.895784988855366,0.210553421692865,1.17106148867103,2.34068459026086,1.51747927539188,0.605505973494763,0.612930093346197,-0.171690587674995,0.66575128578379,-1.66918345362639,0.673260481755866,0.118990821230934,-1.22796136554533,2.09922618546415,0.246015435274973,-0.0523774503918588,0.176538735828077,-0.926222876311252,0.351334519020201,1.93443305525114,-0.0150579419729837,-1.11330565724512,0.611569861986032,0.17054299799028,1.20831382520347,0.960376306804429,1.83514123108369,-1.93256934665259,-1.25499641308996,1.33895847522028,-1.02274925665286,-1.32978915995531,-0.331704879708598,-0.0208042134821955,-0.588492212582928,0.307285122827471,0.510633776867119,0.476457986084787,0.799612484844767,0.429938541013597,0.436313322714266,2.21248758602841,1.4708843394712,-0.645556599264342,-0.529010296298784,-0.966229605697526,-2.7420326713638,0.22238945001839,-0.966922542091069,-0.739403039471579,-0.404116509680279,0.102059121699963,-0.459381864997221,0.216394071400959,1.6543601099903,-0.444306404627715,0.39820235344027,0.57099061743963,1.37382145517361,-0.0533889358803616,-0.692371884889157,2.8960531338661,-0.967966323046079,-1.41059580583829,0.220828841048212,-0.00051025427321072,0.336676109468614,-0.644852143436545,-0.0684877316211594,-0.844681279396687,-2.599709664381,0.923941926188116,0.593466226641437,-2.40266227553841,-1.43846072738741,-0.0380855667692348,-1.70124645086049,0.461284878491842,1.11776560652014,-0.769495111735178,1.33165799050242,1.61932077528881,-0.703405906088035,0.588393582408809,-0.335210480054535,0.241569350628104,1.01430928709402,-1.29042047527456,1.92024042630644,-1.17297425559522,1.90793288283621,1.14509981882612,-0.118009072695257,2.28065691039287,1.62374542723191,0.803575023744013,-0.112877687316766,-0.219702456970593,-1.47897046715241,1.90714226825092,-1.08990005047271,0.443338540176969,0.185704225212,2.4617724137107,-0.0245809496561957,1.56549438951258,-0.450175537518637,-0.785810584358128,-1.31845087803003,2.30164044465307,-0.965578353267727,1.02273596589036,0.303082845716332,-1.17375589661905,0.737858329186212,-0.440333393428737,1.91360088672958,1.24181555046578,1.54972162043056,-0.116445272947718,0.0313538326891329,-1.96780384697119,0.233576647307066,1.29935260327542,0.797526430660238,-1.31405233271326,1.43178784562001,-0.124064752571082,2.16773544236141],"p_value":0.01}}},{"id":"k2","method":"marginal mean","alternative":"greater","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.11551829739355,"test_stat_iter":[-1.11551829739355,-0.71992127786938,-1.45588966648251,-0.160322386345857,-1.41313940369841,0.11499872540527,0.133355506909153,-0.227548476860342,0.245165753831257,-0.595592688294094,0.485791952201788,0.107971035975957,1.16849958615324,-0.55123689452939,-0.880705986435894,-1.06590775019404,1.17408086444853,-0.991376556498631,-0.171618236367491,-1.28769785934196,0.00290979109469269,2.01838961066722,-0.0992894571923895,-0.0899590375615062,1.23782559771437,-0.306233079183469,-0.707014390233562,0.586300001298067,-0.0348499041820904,0.899746303665681,0.816560832040889,0.437502718946595,0.515775689210114,0.793107688923635,1.75538667695238,0.0976587184283435,0.863619049155286,-0.725950082968765,-1.32152724453885,-0.219857153714011,-0.0732487471375673,-0.407399199254304,1.4070671947004,-0.0291481384998757,2.15961836522989,0.303062877771479,-2.03507227970174,-0.714119584694059,-0.489637933025213,-0.648944802523397,-0.0903387281386276,0.611644324927452,0.35361795583024,1.12735566195666,-0.0645297799571853,0.570560431330387,0.0729167143828473,-0.59038229030312,1.66605238665515,-1.47882333194453,-0.478878230873883,-0.63826997798664,1.12129223907613,0.0689140220332707,0.234227990730956,-1.02236717418671,0.00911236452090414,0.531116872152227,-0.932455208681967,-0.372259336603568,1.02148008105187,-0.488742325958311,-0.89179136756243,-0.0982377461863404,0.623849792066844,-1.40187968529105,1.05856387762668,-1.27766989320984,-0.65129912965214,1.13213062237259,-0.15392649052524,1.05226998799361,-0.881594371502727,1.11193670497442,-0.672194137417987,0.467837331147868,-1.91465826108815,-0.369466718697986,0.677751399546688,-1.2283082785177,0.0493477796517769,1.24412765527676,-0.0873863680499571,-0.3736672698662,0.000896155634737994,0.301822807653418,1.36820032349128,0.598925564286398,0.227839368188812,0.200647985698096,-0.502957890762087,0.0604956805299537,0.928941035645936,-0.267249840901529,1.30118857935507,0.0390396799299033,-1.65250749302028,0.216319250841767,-1.01249831544378,2.18011892086145,0.0896534236764346,0.711294415104364,-0.727460731371986,0.692551839783503,-0.168886903337592,0.157153756925238,-0.625484493845503,-0.402476292205941,-0.800054253454684,-1.24969962955914,1.06573182533654,-0.976450411354868,1.78372188494992,0.398628599197979,-1.2479235500912,-0.962377992074556,0.144929438835197,0.402099661241019,0.740779703557847,-0.796651561443666,1.11367257001887,-1.64450172611281,0.958810628876988,0.129689444863311,-0.00807469168196384,-0.686736484716411,-0.766519515312073,-0.621648666180601,-1.22388535242266,1.0049868904677,0.163058305261478,0.579915943916452,0.095102312706425,-1.08001423739483,-1.25184633784256,-0.0139642767442272,-0.300070599453386,-0.977363152810277,-0.249284188175013,0.22673361871893,0.619055416497327,-0.140621368338865,0.167842582962127,-0.011376282049012,-1.60973290579973,-1.22295745033772,0.740391921845669,-0.548839487168051,-0.296062838827712,1.38236128541251,0.171202138427871,0.920820489488163,0.695747728337007,-0.144818867284892,0.0140799499002853,0.431101248909398,0.748355181406199,1.18055665981294,1.41862416988369,-1.24253450064751,0.763675973227135,-0.753827339612863,0.644214578618874,-1.4941738519937,0.274108461252473,-0.803233211687798,-0.550828320032783,0.146604288718686,0.718047293304828,0.216554495673931,-0.600169303732903,-0.277015367662839,-0.0460974012222035,-0.0494890290632402,0.96466047943621,1.05636745706878,-1.56876568571809,0.0364202166065937,-0.600851139065886,-0.282575560988745,-0.360063334242524,0.577004268140167,1.24147762352269,-0.482642206373136,-1.48975500539364,-0.993699442453556,0.976011774984785,-0.776062185602594,-1.25960743395811,-1.50494838356082,-0.98036750822043,0.881972963017104,-1.04686402862507,1.44555550609858,0.654545023079615,0.0680945017367627,0.395715551561741,-1.01501815396293,-0.86550203147284,-1.28034307954804,-1.10204470940215,-0.268136301516391,0.846833239619011,-0.877909748466925,1.19676008235225,-0.868611421828861,0.782684492051805,-0.826283005197507,-1.29866849490169,-0.785996967059644,-0.00122526299298364,-1.02504433964343,0.190130152843233,0.885056336710404,0.79909447482366,0.969263178930463,1.06718393309069,0.642477257540412,-0.455890417156093,-0.4687689764894,0.993062380866689,0.25943990797078,-0.953759630782285,0.546979481074496,0.731736548527961,-0.499395923558643,-0.252678126914573,0.493658497641439,0.628324404239798,0.942193058934281,1.72460970179515,-0.280540743516076,-1.01118714943144,-0.703108402148569,-1.16709594481798,0.305946625746955,0.390480754627214,-2.40051000309082,1.5352983155468,-1.21043918652887,0.0566953514860611,-1.83281917400796,0.251535200919779,-1.01593000445985,-0.877802394566059,-1.04848261281205,0.801771069051798,-0.0629181474132654,-0.0197364512287717,-0.20213023025058,-0.201902138147274,0.260878491828583,-0.197056573461388,0.593175924995839,0.118220376709624,-0.677638316111052,1.45285184105326,-0.458707464343624,0.172751939668645,-1.2914040983801,1.84383960497462,1.23886013597942,-0.335741213379016,1.63458370286118,-0.633453819926684,0.56394764464782,1.24312841449882,0.719462769983823,0.0805705418980747,-1.73704143992321,0.142737740284366,-0.76502503986478,-0.299417403199362,-0.526949004756455,-0.912184673301683,-0.372787192192046,-1.56737195516402,-0.547161511913071,0.0815832829483494,0.608739571476113,-0.0710164575925294,0.898317600469538,0.17573548994651,0.230078211172442,0.380158095507598,0.965554261744375,-0.765798932374606,0.346016965715469,0.453961714135428,-0.531773756794804],"p_value":0.89}}},{"id":"k2tau","method":"marginal mean","alternative":"greater","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-0.115518297393551,"test_stat_iter":[-0.115518297393551,0.28007872213062,-0.455889666482507,0.839677613654143,-0.413139403698407,1.11499872540527,1.13335550690915,0.772451523139658,1.24516575383126,0.404407311705906,1.48579195220179,1.10797103597596,2.16849958615324,0.44876310547061,0.119294013564106,-0.0659077501940413,2.17408086444853,0.00862344350136901,0.828381763632509,-0.287697859341955,1.00290979109469,3.01838961066722,0.900710542807611,0.910040962438494,2.23782559771437,0.693766920816531,0.292985609766438,1.58630000129807,0.96515009581791,1.89974630366568,1.81656083204089,1.43750271894659,1.51577568921011,1.79310768892364,2.75538667695238,1.09765871842834,1.86361904915529,0.274049917031235,-0.321527244538855,0.780142846285989,0.926751252862433,0.592600800745696,2.4070671947004,0.970851861500124,3.15961836522989,1.30306287777148,-1.03507227970174,0.285880415305941,0.510362066974787,0.351055197476603,0.909661271861372,1.61164432492745,1.35361795583024,2.12735566195666,0.935470220042815,1.57056043133039,1.07291671438285,0.40961770969688,2.66605238665515,-0.478823331944529,0.521121769126117,0.36173002201336,2.12129223907613,1.06891402203327,1.23422799073096,-0.022367174186714,1.0091123645209,1.53111687215223,0.0675447913180331,0.627740663396432,2.02148008105187,0.511257674041689,0.10820863243757,0.90176225381366,1.62384979206684,-0.401879685291053,2.05856387762668,-0.277669893209836,0.34870087034786,2.13213062237259,0.84607350947476,2.05226998799361,0.118405628497273,2.11193670497442,0.327805862582013,1.46783733114787,-0.914658261088148,0.630533281302014,1.67775139954669,-0.228308278517696,1.04934777965178,2.24412765527676,0.912613631950043,0.6263327301338,1.00089615563474,1.30182280765342,2.36820032349128,1.5989255642864,1.22783936818881,1.2006479856981,0.497042109237913,1.06049568052995,1.92894103564594,0.732750159098471,2.30118857935507,1.0390396799299,-0.652507493020279,1.21631925084177,-0.0124983154437803,3.18011892086145,1.08965342367643,1.71129441510436,0.272539268628014,1.6925518397835,0.831113096662408,1.15715375692524,0.374515506154497,0.597523707794059,0.199945746545316,-0.249699629559137,2.06573182533654,0.0235495886451318,2.78372188494992,1.39862859919798,-0.247923550091205,0.0376220079254441,1.1449294388352,1.40209966124102,1.74077970355785,0.203348438556334,2.11367257001887,-0.644501726112805,1.95881062887699,1.12968944486331,0.991925308318036,0.313263515283589,0.233480484687927,0.378351333819399,-0.223885352422657,2.0049868904677,1.16305830526148,1.57991594391645,1.09510231270642,-0.0800142373948294,-0.251846337842561,0.986035723255773,0.699929400546614,0.0226368471897231,0.750715811824987,1.22673361871893,1.61905541649733,0.859378631661135,1.16784258296213,0.988623717950988,-0.60973290579973,-0.222957450337722,1.74039192184567,0.451160512831949,0.703937161172288,2.38236128541251,1.17120213842787,1.92082048948816,1.69574772833701,0.855181132715108,1.01407994990029,1.4311012489094,1.7483551814062,2.18055665981294,2.41862416988369,-0.24253450064751,1.76367597322714,0.246172660387137,1.64421457861887,-0.494173851993695,1.27410846125247,0.196766788312202,0.449171679967217,1.14660428871869,1.71804729330483,1.21655449567393,0.399830696267097,0.722984632337161,0.953902598777796,0.95051097093676,1.96466047943621,2.05636745706878,-0.568765685718095,1.03642021660659,0.399148860934114,0.717424439011255,0.639936665757476,1.57700426814017,2.24147762352269,0.517357793626864,-0.489755005393642,0.0063005575464441,1.97601177498479,0.223937814397406,-0.259607433958111,-0.504948383560825,0.0196324917795696,1.8819729630171,-0.046864028625075,2.44555550609858,1.65454502307962,1.06809450173676,1.39571555156174,-0.0150181539629326,0.13449796852716,-0.280343079548038,-0.102044709402145,0.731863698483609,1.84683323961901,0.122090251533075,2.19676008235225,0.131388578171139,1.78268449205181,0.173716994802493,-0.298668494901692,0.214003032940356,0.998774737007016,-0.0250443396434292,1.19013015284323,1.8850563367104,1.79909447482366,1.96926317893046,2.06718393309069,1.64247725754041,0.544109582843907,0.5312310235106,1.99306238086669,1.25943990797078,0.0462403692177151,1.5469794810745,1.73173654852796,0.500604076441357,0.747321873085427,1.49365849764144,1.6283244042398,1.94219305893428,2.72460970179515,0.719459256483924,-0.0111871494314446,0.296891597851431,-0.167095944817984,1.30594662574696,1.39048075462721,-1.40051000309082,2.5352983155468,-0.210439186528868,1.05669535148606,-0.832819174007957,1.25153520091978,-0.0159300044598485,0.122197605433941,-0.0484826128120535,1.8017710690518,0.937081852586735,0.980263548771228,0.79786976974942,0.798097861852726,1.26087849182858,0.802943426538612,1.59317592499584,1.11822037670962,0.322361683888948,2.45285184105326,0.541292535656376,1.17275193966864,-0.291404098380104,2.84383960497462,2.23886013597942,0.664258786620984,2.63458370286118,0.366546180073316,1.56394764464782,2.24312841449882,1.71946276998382,1.08057054189807,-0.737041439923209,1.14273774028437,0.23497496013522,0.700582596800638,0.473050995243545,0.0878153266983173,0.627212807807954,-0.567371955164022,0.452838488086929,1.08158328294835,1.60873957147611,0.928983542407471,1.89831760046954,1.17573548994651,1.23007821117244,1.3801580955076,1.96555426174437,0.234201067625394,1.34601696571547,1.45396171413543,0.468226243205196],"p_value":0.89}}},{"id":"k2rev","method":"marginal mean","alternative":"greater","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":1.11551829739355,"test_stat_iter":[1.11551829739355,0.71992127786938,1.45588966648251,0.160322386345857,1.41313940369841,-0.11499872540527,-0.133355506909153,0.227548476860342,-0.245165753831257,0.595592688294094,-0.485791952201788,-0.107971035975957,-1.16849958615324,0.55123689452939,0.880705986435894,1.06590775019404,-1.17408086444853,0.991376556498631,0.171618236367491,1.28769785934196,-0.00290979109469269,-2.01838961066722,0.0992894571923895,0.0899590375615062,-1.23782559771437,0.306233079183469,0.707014390233562,-0.586300001298067,0.0348499041820904,-0.899746303665681,-0.816560832040889,-0.437502718946595,-0.515775689210114,-0.793107688923635,-1.75538667695238,-0.0976587184283435,-0.863619049155286,0.725950082968765,1.32152724453885,0.219857153714011,0.0732487471375673,0.407399199254304,-1.4070671947004,0.0291481384998757,-2.15961836522989,-0.303062877771479,2.03507227970174,0.714119584694059,0.489637933025213,0.648944802523397,0.0903387281386276,-0.611644324927452,-0.35361795583024,-1.12735566195666,0.0645297799571853,-0.570560431330387,-0.0729167143828473,0.59038229030312,-1.66605238665515,1.47882333194453,0.478878230873883,0.63826997798664,-1.12129223907613,-0.0689140220332707,-0.234227990730956,1.02236717418671,-0.00911236452090414,-0.531116872152227,0.932455208681967,0.372259336603568,-1.02148008105187,0.488742325958311,0.89179136756243,0.0982377461863404,-0.623849792066844,1.40187968529105,-1.05856387762668,1.27766989320984,0.65129912965214,-1.13213062237259,0.15392649052524,-1.05226998799361,0.881594371502727,-1.11193670497442,0.672194137417987,-0.467837331147868,1.91465826108815,0.369466718697986,-0.677751399546688,1.2283082785177,-0.0493477796517769,-1.24412765527676,0.0873863680499571,0.3736672698662,-0.000896155634737994,-0.301822807653418,-1.36820032349128,-0.598925564286398,-0.227839368188812,-0.200647985698096,0.502957890762087,-0.0604956805299537,-0.928941035645936,0.267249840901529,-1.30118857935507,-0.0390396799299033,1.65250749302028,-0.216319250841767,1.01249831544378,-2.18011892086145,-0.0896534236764346,-0.711294415104364,0.727460731371986,-0.692551839783503,0.168886903337592,-0.157153756925238,0.625484493845503,0.402476292205941,0.800054253454684,1.24969962955914,-1.06573182533654,0.976450411354868,-1.78372188494992,-0.398628599197979,1.2479235500912,0.962377992074556,-0.144929438835197,-0.402099661241019,-0.740779703557847,0.796651561443666,-1.11367257001887,1.64450172611281,-0.958810628876988,-0.129689444863311,0.00807469168196384,0.686736484716411,0.766519515312073,0.621648666180601,1.22388535242266,-1.0049868904677,-0.163058305261478,-0.579915943916452,-0.095102312706425,1.08001423739483,1.25184633784256,0.0139642767442272,0.300070599453386,0.977363152810277,0.249284188175013,-0.22673361871893,-0.619055416497327,0.140621368338865,-0.167842582962127,0.011376282049012,1.60973290579973,1.22295745033772,-0.740391921845669,0.548839487168051,0.296062838827712,-1.38236128541251,-0.171202138427871,-0.920820489488163,-0.695747728337007,0.144818867284892,-0.0140799499002853,-0.431101248909398,-0.748355181406199,-1.18055665981294,-1.41862416988369,1.24253450064751,-0.763675973227135,0.753827339612863,-0.644214578618874,1.4941738519937,-0.274108461252473,0.803233211687798,0.550828320032783,-0.146604288718686,-0.718047293304828,-0.216554495673931,0.600169303732903,0.277015367662839,0.0460974012222035,0.0494890290632402,-0.96466047943621,-1.05636745706878,1.56876568571809,-0.0364202166065937,0.600851139065886,0.282575560988745,0.360063334242524,-0.577004268140167,-1.24147762352269,0.482642206373136,1.48975500539364,0.993699442453556,-0.976011774984785,0.776062185602594,1.25960743395811,1.50494838356082,0.98036750822043,-0.881972963017104,1.04686402862507,-1.44555550609858,-0.654545023079615,-0.0680945017367627,-0.395715551561741,1.01501815396293,0.86550203147284,1.28034307954804,1.10204470940215,0.268136301516391,-0.846833239619011,0.877909748466925,-1.19676008235225,0.868611421828861,-0.782684492051805,0.826283005197507,1.29866849490169,0.785996967059644,0.00122526299298364,1.02504433964343,-0.190130152843233,-0.885056336710404,-0.79909447482366,-0.969263178930463,-1.06718393309069,-0.642477257540412,0.455890417156093,0.4687689764894,-0.993062380866689,-0.25943990797078,0.953759630782285,-0.546979481074496,-0.731736548527961,0.499395923558643,0.252678126914573,-0.493658497641439,-0.628324404239798,-0.942193058934281,-1.72460970179515,0.280540743516076,1.01118714943144,0.703108402148569,1.16709594481798,-0.305946625746955,-0.390480754627214,2.40051000309082,-1.5352983155468,1.21043918652887,-0.0566953514860611,1.83281917400796,-0.251535200919779,1.01593000445985,0.877802394566059,1.04848261281205,-0.801771069051798,0.0629181474132654,0.0197364512287717,0.20213023025058,0.201902138147274,-0.260878491828583,0.197056573461388,-0.593175924995839,-0.118220376709624,0.677638316111052,-1.45285184105326,0.458707464343624,-0.172751939668645,1.2914040983801,-1.84383960497462,-1.23886013597942,0.335741213379016,-1.63458370286118,0.633453819926684,-0.56394764464782,-1.24312841449882,-0.719462769983823,-0.0805705418980747,1.73704143992321,-0.142737740284366,0.76502503986478,0.299417403199362,0.526949004756455,0.912184673301683,0.372787192192046,1.56737195516402,0.547161511913071,-0.0815832829483494,-0.608739571476113,0.0710164575925294,-0.898317600469538,-0.17573548994651,-0.230078211172442,-0.380158095507598,-0.965554261744375,0.765798932374606,-0.346016965715469,-0.453961714135428,0.531773756794804],"p_value":0.113333333333333}}},{"id":"k2ties","method":"marginal mean","alternative":"greater","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.16666666666667,"test_stat_iter":[-1.16666666666667,-0.666666666666666,-1.5,-0.333333333333334,-1.5,0.166666666666666,0.166666666666666,-0.5,0.333333333333334,-0.833333333333334,0.666666666666666,0,1.16666666666667,-0.5,-1,-1.16666666666667,1,-1,-0.166666666666666,-1.16666666666667,0,2,0,0,1.5,-0.166666666666666,-0.833333333333334,0.666666666666666,0,1,1,0.5,0.5,0.833333333333334,1.83333333333333,0,0.833333333333334,-0.833333333333334,-1.33333333333333,0,0,-0.333333333333334,1.33333333333333,0,2.33333333333333,0.166666666666666,-2,-0.833333333333334,-0.5,-0.5,-0.166666666666666,0.666666666666666,0.5,1.16666666666667,-0.166666666666666,0.833333333333334,0.166666666666666,-0.5,1.66666666666667,-1.5,-0.5,-0.666666666666666,1.16666666666667,0,0.166666666666666,-1,0.166666666666666,0.666666666666666,-1,-0.333333333333334,1.16666666666667,-0.833333333333334,-0.833333333333334,-0.166666666666666,0.833333333333334,-1.5,1.16666666666667,-1.16666666666667,-0.833333333333334,1.16666666666667,-0.166666666666666,1,-0.833333333333334,1.16666666666667,-0.666666666666666,0.5,-2,-0.5,0.666666666666666,-1.16666666666667,0.166666666666666,1.16666666666667,0,-0.333333333333334,-0.166666666666666,0.5,1.33333333333333,0.666666666666666,0.333333333333334,0.333333333333334,-0.5,0,1.16666666666667,-0.166666666666666,1.5,0.166666666666666,-1.5,0.333333333333334,-0.833333333333334,2.16666666666667,0.166666666666666,0.666666666666666,-0.833333333333334,0.5,-0.166666666666666,0.166666666666666,-0.5,-0.666666666666666,-0.833333333333334,-1.33333333333333,1,-1.16666666666667,1.66666666666667,0.5,-1.16666666666667,-1,0,0.5,0.666666666666666,-0.833333333333334,1,-1.66666666666667,0.666666666666666,0.333333333333334,0.166666666666666,-0.666666666666666,-1,-0.5,-1.33333333333333,1,0,0.666666666666666,0.166666666666666,-1.16666666666667,-1.33333333333333,0,-0.333333333333334,-1,-0.333333333333334,0.333333333333334,0.833333333333334,0,0,-0.166666666666666,-1.66666666666667,-1.33333333333333,0.666666666666666,-0.666666666666666,-0.166666666666666,1.33333333333333,0.166666666666666,1,0.666666666666666,-0.166666666666666,0,0.5,0.666666666666666,1.33333333333333,1.5,-1.33333333333333,0.666666666666666,-0.666666666666666,0.5,-1.33333333333333,0.5,-0.833333333333334,-0.5,0,1,0.166666666666666,-0.5,-0.333333333333334,0.166666666666666,0,0.666666666666666,1,-1.66666666666667,0,-0.5,-0.166666666666666,-0.333333333333334,0.666666666666666,1.33333333333333,-0.333333333333334,-1.33333333333333,-1.16666666666667,1.16666666666667,-0.666666666666666,-1.33333333333333,-1.5,-1,1,-1.16666666666667,1.66666666666667,0.666666666666666,0.166666666666666,0.166666666666666,-1,-0.833333333333334,-1.16666666666667,-1.16666666666667,-0.333333333333334,0.833333333333334,-1,1.16666666666667,-1,0.833333333333334,-0.833333333333334,-1.16666666666667,-0.833333333333334,0,-1,0.166666666666666,1.16666666666667,0.666666666666666,1,1,0.833333333333334,-0.5,-0.333333333333334,1,0.5,-1.16666666666667,0.666666666666666,0.833333333333334,-0.5,-0.333333333333334,0.5,0.666666666666666,1,1.83333333333333,-0.166666666666666,-1,-0.666666666666666,-1.16666666666667,0.333333333333334,0.166666666666666,-2.33333333333333,1.5,-1.33333333333333,0,-1.66666666666667,0.166666666666666,-1,-0.833333333333334,-1,0.833333333333334,0,0.166666666666666,-0.333333333333334,-0.166666666666666,0.333333333333334,0,0.666666666666666,0,-0.666666666666666,1.5,-0.5,0,-1.33333333333333,2,1.16666666666667,-0.5,1.66666666666667,-0.5,0.5,1.5,0.833333333333334,0,-1.83333333333333,-0.166666666666666,-0.833333333333334,-0.333333333333334,-0.5,-1,-0.333333333333334,-1.5,-0.666666666666666,0.166666666666666,0.666666666666666,-0.166666666666666,1,0.166666666666666,0,0.333333333333334,0.833333333333334,-0.666666666666666,0.333333333333334,0.333333333333334,-0.333333333333334],"p_value":0.913333333333333}}},{"id":"k3","method":"marginal mean","alternative":"greater","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-2.71337981800389,"test_stat_iter":[-2.71337981800389,-1.18420541616453,1.32516100249792,-0.380236694349303,-1.4860948963756,0.870118322668755,0.908386231893214,0.283983974230331,0.892945452849832,-1.06662406891855,-0.375888341460568,-0.593181508009065,1.831707393357,0.701495667413246,-1.29302508660271,0.91335546140261,-0.334948739021192,1.56537010668811,2.11171058924335,-0.216759297158797,1.57846442543246,1.46476136408967,-2.06870629143076,0.577132428813297,-0.450548652295547,-1.59492943524648,-0.338925128925661,0.0949804487296717,0.505118634363077,1.96051039030439,0.150108566277215,-0.0188817143670583,0.202659407861443,1.26995267270274,1.00186714842612,-2.20374468414937,-0.722311059965961,-0.917766567195329,1.59871567411421,-1.19836117546646,1.24659104086588,1.48281588336658,0.300130245100707,-1.47049663750135,-0.288442433986795,0.252443608801794,-0.242316740979408,-0.396931224398688,-0.7708419944961,-2.39652307179789,1.49701034692453,0.320484051413967,0.400316880003396,-0.619724754707542,0.105293957430957,2.39088695528532,1.9818687112574,0.516093080785559,-0.848566399321609,0.798241364003401,-0.712839666241479,-0.44891168877991,1.43819776770729,-0.831107456662771,0.965728827799959,-2.42782007088758,-0.789073881643048,-1.1915619922117,0.486872319520479,0.917166781275878,-2.71215313964483,0.127392183096335,0.718353107541574,-0.0818374947042795,0.684965056028547,-0.287776845048565,1.67261855193024,0.323528938417157,2.40481316132963,0.665625784580961,-1.20296614431715,-0.0532630861125725,-0.0505300220665763,-0.317591018328317,0.937236028761946,0.65158079699591,1.00311733274604,-0.795489196689758,0.970255388799137,0.755964719190191,-0.430401500717036,-0.918900154340855,0.619779726751002,-1.07209339435055,0.150028891546356,1.83853524706605,-1.62287028950524,-1.0204755826804,-0.26044913410426,0.0435117263480862,-1.43917586216221,-0.243469169511032,0.829475138748039,-0.861823555789586,-1.20051555537145,-1.03998764631899,-0.920340905494497,-1.16090088997464,2.15620252176853,1.11553954421909,-1.15550106995514,-1.86136217057209,-1.68127773578103,1.25744475904935,-0.739276195809486,-0.745640088528338,1.4468171041781,-0.680259179581814,0.709618145325251,1.55293866516089,-0.655480034834136,-1.59297237772923,-1.56061726536088,0.223195781720566,0.209712140129113,-1.28974271866369,1.79478272537638,0.0151369588156935,1.16711582728986,0.217583085620245,-1.36976595689083,-1.5112222736522,-1.87308355362148,1.0902458377706,-0.787251570150225,0.149904250150023,0.490063827148365,0.0452207906572362,-0.340416925436323,-1.3411660326193,0.870161039969663,-0.300229286043239,-2.57054967884599,-0.406775295426888,-1.11274666075396,0.382903168204853,1.70397887432694,-0.613620596545765,0.984479381382796,-0.438146155152708,-0.482239411193429,1.10157491181615,-0.752094590320452,-0.519448247206348,-0.118913906090993,-1.44809853130418,0.28331452317396,1.09953157429786,1.39546061451034,-1.2873122453284,-1.28758689317445,0.0651948626220911,-0.932636717371663,1.59398188352163,1.42958895001715,1.27888410051574,0.135699153344747,-1.09012154446689,0.290962652582618,2.46029505371999,0.313186957645563,0.895784988855366,0.210553421692865,1.17106148867103,2.34068459026086,1.51747927539188,0.605505973494763,0.612930093346197,-0.171690587674995,0.66575128578379,-1.66918345362639,0.673260481755866,0.118990821230934,-1.22796136554533,2.09922618546415,0.246015435274973,-0.0523774503918588,0.176538735828077,-0.926222876311252,0.351334519020201,1.93443305525114,-0.0150579419729837,-1.11330565724512,0.611569861986032,0.17054299799028,1.20831382520347,0.960376306804429,1.83514123108369,-1.93256934665259,-1.25499641308996,1.33895847522028,-1.02274925665286,-1.32978915995531,-0.331704879708598,-0.0208042134821955,-0.588492212582928,0.307285122827471,0.510633776867119,0.476457986084787,0.799612484844767,0.429938541013597,0.436313322714266,2.21248758602841,1.4708843394712,-0.645556599264342,-0.529010296298784,-0.966229605697526,-2.7420326713638,0.22238945001839,-0.966922542091069,-0.739403039471579,-0.404116509680279,0.102059121699963,-0.459381864997221,0.216394071400959,1.6543601099903,-0.444306404627715,0.39820235344027,0.57099061743963,1.37382145517361,-0.0533889358803616,-0.692371884889157,2.8960531338661,-0.967966323046079,-1.41059580583829,0.220828841048212,-0.00051025427321072,0.336676109468614,-0.644852143436545,-0.0684877316211594,-0.844681279396687,-2.599709664381,0.923941926188116,0.593466226641437,-2.40266227553841,-1.43846072738741,-0.0380855667692348,-1.70124645086049,0.461284878491842,1.11776560652014,-0.769495111735178,1.33165799050242,1.61932077528881,-0.703405906088035,0.588393582408809,-0.335210480054535,0.241569350628104,1.01430928709402,-1.29042047527456,1.92024042630644,-1.17297425559522,1.90793288283621,1.14509981882612,-0.118009072695257,2.28065691039287,1.62374542723191,0.803575023744013,-0.112877687316766,-0.219702456970593,-1.47897046715241,1.90714226825092,-1.08990005047271,0.443338540176969,0.185704225212,2.4617724137107,-0.0245809496561957,1.56549438951258,-0.450175537518637,-0.785810584358128,-1.31845087803003,2.30164044465307,-0.965578353267727,1.02273596589036,0.303082845716332,-1.17375589661905,0.737858329186212,-0.440333393428737,1.91360088672958,1.24181555046578,1.54972162043056,-0.116445272947718,0.0313538326891329,-1.96780384697119,0.233576647307066,1.29935260327542,0.797526430660238,-1.31405233271326,1.43178784562001,-0.124064752571082,2.16773544236141],"p_value":0.996666666666667}}},{"id":"k2","method":"marginal mean","alternative":"less","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.11551829739355,"test_stat_iter":[-1.11551829739355,-0.71992127786938,-1.45588966648251,-0.160322386345857,-1.41313940369841,0.11499872540527,0.133355506909153,-0.227548476860342,0.245165753831257,-0.595592688294094,0.485791952201788,0.107971035975957,1.16849958615324,-0.55123689452939,-0.880705986435894,-1.06590775019404,1.17408086444853,-0.991376556498631,-0.171618236367491,-1.28769785934196,0.00290979109469269,2.01838961066722,-0.0992894571923895,-0.0899590375615062,1.23782559771437,-0.306233079183469,-0.707014390233562,0.586300001298067,-0.0348499041820904,0.899746303665681,0.816560832040889,0.437502718946595,0.515775689210114,0.793107688923635,1.75538667695238,0.0976587184283435,0.863619049155286,-0.725950082968765,-1.32152724453885,-0.219857153714011,-0.0732487471375673,-0.407399199254304,1.4070671947004,-0.0291481384998757,2.15961836522989,0.303062877771479,-2.03507227970174,-0.714119584694059,-0.489637933025213,-0.648944802523397,-0.0903387281386276,0.611644324927452,0.35361795583024,1.12735566195666,-0.0645297799571853,0.570560431330387,0.0729167143828473,-0.59038229030312,1.66605238665515,-1.47882333194453,-0.478878230873883,-0.63826997798664,1.12129223907613,0.0689140220332707,0.234227990730956,-1.02236717418671,0.00911236452090414,0.531116872152227,-0.932455208681967,-0.372259336603568,1.02148008105187,-0.488742325958311,-0.89179136756243,-0.0982377461863404,0.623849792066844,-1.40187968529105,1.05856387762668,-1.27766989320984,-0.65129912965214,1.13213062237259,-0.15392649052524,1.05226998799361,-0.881594371502727,1.11193670497442,-0.672194137417987,0.467837331147868,-1.91465826108815,-0.369466718697986,0.677751399546688,-1.2283082785177,0.0493477796517769,1.24412765527676,-0.0873863680499571,-0.3736672698662,0.000896155634737994,0.301822807653418,1.36820032349128,0.598925564286398,0.227839368188812,0.200647985698096,-0.502957890762087,0.0604956805299537,0.928941035645936,-0.267249840901529,1.30118857935507,0.0390396799299033,-1.65250749302028,0.216319250841767,-1.01249831544378,2.18011892086145,0.0896534236764346,0.711294415104364,-0.727460731371986,0.692551839783503,-0.168886903337592,0.157153756925238,-0.625484493845503,-0.402476292205941,-0.800054253454684,-1.24969962955914,1.06573182533654,-0.976450411354868,1.78372188494992,0.398628599197979,-1.2479235500912,-0.962377992074556,0.144929438835197,0.402099661241019,0.740779703557847,-0.796651561443666,1.11367257001887,-1.64450172611281,0.958810628876988,0.129689444863311,-0.00807469168196384,-0.686736484716411,-0.766519515312073,-0.621648666180601,-1.22388535242266,1.0049868904677,0.163058305261478,0.579915943916452,0.095102312706425,-1.08001423739483,-1.25184633784256,-0.0139642767442272,-0.300070599453386,-0.977363152810277,-0.249284188175013,0.22673361871893,0.619055416497327,-0.140621368338865,0.167842582962127,-0.011376282049012,-1.60973290579973,-1.22295745033772,0.740391921845669,-0.548839487168051,-0.296062838827712,1.38236128541251,0.171202138427871,0.920820489488163,0.695747728337007,-0.144818867284892,0.0140799499002853,0.431101248909398,0.748355181406199,1.18055665981294,1.41862416988369,-1.24253450064751,0.763675973227135,-0.753827339612863,0.644214578618874,-1.4941738519937,0.274108461252473,-0.803233211687798,-0.550828320032783,0.146604288718686,0.718047293304828,0.216554495673931,-0.600169303732903,-0.277015367662839,-0.0460974012222035,-0.0494890290632402,0.96466047943621,1.05636745706878,-1.56876568571809,0.0364202166065937,-0.600851139065886,-0.282575560988745,-0.360063334242524,0.577004268140167,1.24147762352269,-0.482642206373136,-1.48975500539364,-0.993699442453556,0.976011774984785,-0.776062185602594,-1.25960743395811,-1.50494838356082,-0.98036750822043,0.881972963017104,-1.04686402862507,1.44555550609858,0.654545023079615,0.0680945017367627,0.395715551561741,-1.01501815396293,-0.86550203147284,-1.28034307954804,-1.10204470940215,-0.268136301516391,0.846833239619011,-0.877909748466925,1.19676008235225,-0.868611421828861,0.782684492051805,-0.826283005197507,-1.29866849490169,-0.785996967059644,-0.00122526299298364,-1.02504433964343,0.190130152843233,0.885056336710404,0.79909447482366,0.969263178930463,1.06718393309069,0.642477257540412,-0.455890417156093,-0.4687689764894,0.993062380866689,0.25943990797078,-0.953759630782285,0.546979481074496,0.731736548527961,-0.499395923558643,-0.252678126914573,0.493658497641439,0.628324404239798,0.942193058934281,1.72460970179515,-0.280540743516076,-1.01118714943144,-0.703108402148569,-1.16709594481798,0.305946625746955,0.390480754627214,-2.40051000309082,1.5352983155468,-1.21043918652887,0.0566953514860611,-1.83281917400796,0.251535200919779,-1.01593000445985,-0.877802394566059,-1.04848261281205,0.801771069051798,-0.0629181474132654,-0.0197364512287717,-0.20213023025058,-0.201902138147274,0.260878491828583,-0.197056573461388,0.593175924995839,0.118220376709624,-0.677638316111052,1.45285184105326,-0.458707464343624,0.172751939668645,-1.2914040983801,1.84383960497462,1.23886013597942,-0.335741213379016,1.63458370286118,-0.633453819926684,0.56394764464782,1.24312841449882,0.719462769983823,0.0805705418980747,-1.73704143992321,0.142737740284366,-0.76502503986478,-0.299417403199362,-0.526949004756455,-0.912184673301683,-0.372787192192046,-1.56737195516402,-0.547161511913071,0.0815832829483494,0.608739571476113,-0.0710164575925294,0.898317600469538,0.17573548994651,0.230078211172442,0.380158095507598,0.965554261744375,-0.765798932374606,0.346016965715469,0.453961714135428,-0.531773756794804],"p_value":0.113333333333333}}},{"id":"k2tau","method":"marginal mean","alternative":"less","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-0.115518297393551,"test_stat_iter":[-0.115518297393551,0.28007872213062,-0.455889666482507,0.839677613654143,-0.413139403698407,1.11499872540527,1.13335550690915,0.772451523139658,1.24516575383126,0.404407311705906,1.48579195220179,1.10797103597596,2.16849958615324,0.44876310547061,0.119294013564106,-0.0659077501940413,2.17408086444853,0.00862344350136901,0.828381763632509,-0.287697859341955,1.00290979109469,3.01838961066722,0.900710542807611,0.910040962438494,2.23782559771437,0.693766920816531,0.292985609766438,1.58630000129807,0.96515009581791,1.89974630366568,1.81656083204089,1.43750271894659,1.51577568921011,1.79310768892364,2.75538667695238,1.09765871842834,1.86361904915529,0.274049917031235,-0.321527244538855,0.780142846285989,0.926751252862433,0.592600800745696,2.4070671947004,0.970851861500124,3.15961836522989,1.30306287777148,-1.03507227970174,0.285880415305941,0.510362066974787,0.351055197476603,0.909661271861372,1.61164432492745,1.35361795583024,2.12735566195666,0.935470220042815,1.57056043133039,1.07291671438285,0.40961770969688,2.66605238665515,-0.478823331944529,0.521121769126117,0.36173002201336,2.12129223907613,1.06891402203327,1.23422799073096,-0.022367174186714,1.0091123645209,1.53111687215223,0.0675447913180331,0.627740663396432,2.02148008105187,0.511257674041689,0.10820863243757,0.90176225381366,1.62384979206684,-0.401879685291053,2.05856387762668,-0.277669893209836,0.34870087034786,2.13213062237259,0.84607350947476,2.05226998799361,0.118405628497273,2.11193670497442,0.327805862582013,1.46783733114787,-0.914658261088148,0.630533281302014,1.67775139954669,-0.228308278517696,1.04934777965178,2.24412765527676,0.912613631950043,0.6263327301338,1.00089615563474,1.30182280765342,2.36820032349128,1.5989255642864,1.22783936818881,1.2006479856981,0.497042109237913,1.06049568052995,1.92894103564594,0.732750159098471,2.30118857935507,1.0390396799299,-0.652507493020279,1.21631925084177,-0.0124983154437803,3.18011892086145,1.08965342367643,1.71129441510436,0.272539268628014,1.6925518397835,0.831113096662408,1.15715375692524,0.374515506154497,0.597523707794059,0.199945746545316,-0.249699629559137,2.06573182533654,0.0235495886451318,2.78372188494992,1.39862859919798,-0.247923550091205,0.0376220079254441,1.1449294388352,1.40209966124102,1.74077970355785,0.203348438556334,2.11367257001887,-0.644501726112805,1.95881062887699,1.12968944486331,0.991925308318036,0.313263515283589,0.233480484687927,0.378351333819399,-0.223885352422657,2.0049868904677,1.16305830526148,1.57991594391645,1.09510231270642,-0.0800142373948294,-0.251846337842561,0.986035723255773,0.699929400546614,0.0226368471897231,0.750715811824987,1.22673361871893,1.61905541649733,0.859378631661135,1.16784258296213,0.988623717950988,-0.60973290579973,-0.222957450337722,1.74039192184567,0.451160512831949,0.703937161172288,2.38236128541251,1.17120213842787,1.92082048948816,1.69574772833701,0.855181132715108,1.01407994990029,1.4311012489094,1.7483551814062,2.18055665981294,2.41862416988369,-0.24253450064751,1.76367597322714,0.246172660387137,1.64421457861887,-0.494173851993695,1.27410846125247,0.196766788312202,0.449171679967217,1.14660428871869,1.71804729330483,1.21655449567393,0.399830696267097,0.722984632337161,0.953902598777796,0.95051097093676,1.96466047943621,2.05636745706878,-0.568765685718095,1.03642021660659,0.399148860934114,0.717424439011255,0.639936665757476,1.57700426814017,2.24147762352269,0.517357793626864,-0.489755005393642,0.0063005575464441,1.97601177498479,0.223937814397406,-0.259607433958111,-0.504948383560825,0.0196324917795696,1.8819729630171,-0.046864028625075,2.44555550609858,1.65454502307962,1.06809450173676,1.39571555156174,-0.0150181539629326,0.13449796852716,-0.280343079548038,-0.102044709402145,0.731863698483609,1.84683323961901,0.122090251533075,2.19676008235225,0.131388578171139,1.78268449205181,0.173716994802493,-0.298668494901692,0.214003032940356,0.998774737007016,-0.0250443396434292,1.19013015284323,1.8850563367104,1.79909447482366,1.96926317893046,2.06718393309069,1.64247725754041,0.544109582843907,0.5312310235106,1.99306238086669,1.25943990797078,0.0462403692177151,1.5469794810745,1.73173654852796,0.500604076441357,0.747321873085427,1.49365849764144,1.6283244042398,1.94219305893428,2.72460970179515,0.719459256483924,-0.0111871494314446,0.296891597851431,-0.167095944817984,1.30594662574696,1.39048075462721,-1.40051000309082,2.5352983155468,-0.210439186528868,1.05669535148606,-0.832819174007957,1.25153520091978,-0.0159300044598485,0.122197605433941,-0.0484826128120535,1.8017710690518,0.937081852586735,0.980263548771228,0.79786976974942,0.798097861852726,1.26087849182858,0.802943426538612,1.59317592499584,1.11822037670962,0.322361683888948,2.45285184105326,0.541292535656376,1.17275193966864,-0.291404098380104,2.84383960497462,2.23886013597942,0.664258786620984,2.63458370286118,0.366546180073316,1.56394764464782,2.24312841449882,1.71946276998382,1.08057054189807,-0.737041439923209,1.14273774028437,0.23497496013522,0.700582596800638,0.473050995243545,0.0878153266983173,0.627212807807954,-0.567371955164022,0.452838488086929,1.08158328294835,1.60873957147611,0.928983542407471,1.89831760046954,1.17573548994651,1.23007821117244,1.3801580955076,1.96555426174437,0.234201067625394,1.34601696571547,1.45396171413543,0.468226243205196],"p_value":0.113333333333333}}},{"id":"k2rev","method":"marginal mean","alternative":"less","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":1.11551829739355,"test_stat_iter":[1.11551829739355,0.71992127786938,1.45588966648251,0.160322386345857,1.41313940369841,-0.11499872540527,-0.133355506909153,0.227548476860342,-0.245165753831257,0.595592688294094,-0.485791952201788,-0.107971035975957,-1.16849958615324,0.55123689452939,0.880705986435894,1.06590775019404,-1.17408086444853,0.991376556498631,0.171618236367491,1.28769785934196,-0.00290979109469269,-2.01838961066722,0.0992894571923895,0.0899590375615062,-1.23782559771437,0.306233079183469,0.707014390233562,-0.586300001298067,0.0348499041820904,-0.899746303665681,-0.816560832040889,-0.437502718946595,-0.515775689210114,-0.793107688923635,-1.75538667695238,-0.0976587184283435,-0.863619049155286,0.725950082968765,1.32152724453885,0.219857153714011,0.0732487471375673,0.407399199254304,-1.4070671947004,0.0291481384998757,-2.15961836522989,-0.303062877771479,2.03507227970174,0.714119584694059,0.489637933025213,0.648944802523397,0.0903387281386276,-0.611644324927452,-0.35361795583024,-1.12735566195666,0.0645297799571853,-0.570560431330387,-0.0729167143828473,0.59038229030312,-1.66605238665515,1.47882333194453,0.478878230873883,0.63826997798664,-1.12129223907613,-0.0689140220332707,-0.234227990730956,1.02236717418671,-0.00911236452090414,-0.531116872152227,0.932455208681967,0.372259336603568,-1.02148008105187,0.488742325958311,0.89179136756243,0.0982377461863404,-0.623849792066844,1.40187968529105,-1.05856387762668,1.27766989320984,0.65129912965214,-1.13213062237259,0.15392649052524,-1.05226998799361,0.881594371502727,-1.11193670497442,0.672194137417987,-0.467837331147868,1.91465826108815,0.369466718697986,-0.677751399546688,1.2283082785177,-0.0493477796517769,-1.24412765527676,0.0873863680499571,0.3736672698662,-0.000896155634737994,-0.301822807653418,-1.36820032349128,-0.598925564286398,-0.227839368188812,-0.200647985698096,0.502957890762087,-0.0604956805299537,-0.928941035645936,0.267249840901529,-1.30118857935507,-0.0390396799299033,1.65250749302028,-0.216319250841767,1.01249831544378,-2.18011892086145,-0.0896534236764346,-0.711294415104364,0.727460731371986,-0.692551839783503,0.168886903337592,-0.157153756925238,0.625484493845503,0.402476292205941,0.800054253454684,1.24969962955914,-1.06573182533654,0.976450411354868,-1.78372188494992,-0.398628599197979,1.2479235500912,0.962377992074556,-0.144929438835197,-0.402099661241019,-0.740779703557847,0.796651561443666,-1.11367257001887,1.64450172611281,-0.958810628876988,-0.129689444863311,0.00807469168196384,0.686736484716411,0.766519515312073,0.621648666180601,1.22388535242266,-1.0049868904677,-0.163058305261478,-0.579915943916452,-0.095102312706425,1.08001423739483,1.25184633784256,0.0139642767442272,0.300070599453386,0.977363152810277,0.249284188175013,-0.22673361871893,-0.619055416497327,0.140621368338865,-0.167842582962127,0.011376282049012,1.60973290579973,1.22295745033772,-0.740391921845669,0.548839487168051,0.296062838827712,-1.38236128541251,-0.171202138427871,-0.920820489488163,-0.695747728337007,0.144818867284892,-0.0140799499002853,-0.431101248909398,-0.748355181406199,-1.18055665981294,-1.41862416988369,1.24253450064751,-0.763675973227135,0.753827339612863,-0.644214578618874,1.4941738519937,-0.274108461252473,0.803233211687798,0.550828320032783,-0.146604288718686,-0.718047293304828,-0.216554495673931,0.600169303732903,0.277015367662839,0.0460974012222035,0.0494890290632402,-0.96466047943621,-1.05636745706878,1.56876568571809,-0.0364202166065937,0.600851139065886,0.282575560988745,0.360063334242524,-0.577004268140167,-1.24147762352269,0.482642206373136,1.48975500539364,0.993699442453556,-0.976011774984785,0.776062185602594,1.25960743395811,1.50494838356082,0.98036750822043,-0.881972963017104,1.04686402862507,-1.44555550609858,-0.654545023079615,-0.0680945017367627,-0.395715551561741,1.01501815396293,0.86550203147284,1.28034307954804,1.10204470940215,0.268136301516391,-0.846833239619011,0.877909748466925,-1.19676008235225,0.868611421828861,-0.782684492051805,0.826283005197507,1.29866849490169,0.785996967059644,0.00122526299298364,1.02504433964343,-0.190130152843233,-0.885056336710404,-0.79909447482366,-0.969263178930463,-1.06718393309069,-0.642477257540412,0.455890417156093,0.4687689764894,-0.993062380866689,-0.25943990797078,0.953759630782285,-0.546979481074496,-0.731736548527961,0.499395923558643,0.252678126914573,-0.493658497641439,-0.628324404239798,-0.942193058934281,-1.72460970179515,0.280540743516076,1.01118714943144,0.703108402148569,1.16709594481798,-0.305946625746955,-0.390480754627214,2.40051000309082,-1.5352983155468,1.21043918652887,-0.0566953514860611,1.83281917400796,-0.251535200919779,1.01593000445985,0.877802394566059,1.04848261281205,-0.801771069051798,0.0629181474132654,0.0197364512287717,0.20213023025058,0.201902138147274,-0.260878491828583,0.197056573461388,-0.593175924995839,-0.118220376709624,0.677638316111052,-1.45285184105326,0.458707464343624,-0.172751939668645,1.2914040983801,-1.84383960497462,-1.23886013597942,0.335741213379016,-1.63458370286118,0.633453819926684,-0.56394764464782,-1.24312841449882,-0.719462769983823,-0.0805705418980747,1.73704143992321,-0.142737740284366,0.76502503986478,0.299417403199362,0.526949004756455,0.912184673301683,0.372787192192046,1.56737195516402,0.547161511913071,-0.0815832829483494,-0.608739571476113,0.0710164575925294,-0.898317600469538,-0.17573548994651,-0.230078211172442,-0.380158095507598,-0.965554261744375,0.765798932374606,-0.346016965715469,-0.453961714135428,0.531773756794804],"p_value":0.89}}},{"id":"k2ties","method":"marginal mean","alternative":"less","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.16666666666667,"test_stat_iter":[-1.16666666666667,-0.666666666666666,-1.5,-0.333333333333334,-1.5,0.166666666666666,0.166666666666666,-0.5,0.333333333333334,-0.833333333333334,0.666666666666666,0,1.16666666666667,-0.5,-1,-1.16666666666667,1,-1,-0.166666666666666,-1.16666666666667,0,2,0,0,1.5,-0.166666666666666,-0.833333333333334,0.666666666666666,0,1,1,0.5,0.5,0.833333333333334,1.83333333333333,0,0.833333333333334,-0.833333333333334,-1.33333333333333,0,0,-0.333333333333334,1.33333333333333,0,2.33333333333333,0.166666666666666,-2,-0.833333333333334,-0.5,-0.5,-0.166666666666666,0.666666666666666,0.5,1.16666666666667,-0.166666666666666,0.833333333333334,0.166666666666666,-0.5,1.66666666666667,-1.5,-0.5,-0.666666666666666,1.16666666666667,0,0.166666666666666,-1,0.166666666666666,0.666666666666666,-1,-0.333333333333334,1.16666666666667,-0.833333333333334,-0.833333333333334,-0.166666666666666,0.833333333333334,-1.5,1.16666666666667,-1.16666666666667,-0.833333333333334,1.16666666666667,-0.166666666666666,1,-0.833333333333334,1.16666666666667,-0.666666666666666,0.5,-2,-0.5,0.666666666666666,-1.16666666666667,0.166666666666666,1.16666666666667,0,-0.333333333333334,-0.166666666666666,0.5,1.33333333333333,0.666666666666666,0.333333333333334,0.333333333333334,-0.5,0,1.16666666666667,-0.166666666666666,1.5,0.166666666666666,-1.5,0.333333333333334,-0.833333333333334,2.16666666666667,0.166666666666666,0.666666666666666,-0.833333333333334,0.5,-0.166666666666666,0.166666666666666,-0.5,-0.666666666666666,-0.833333333333334,-1.33333333333333,1,-1.16666666666667,1.66666666666667,0.5,-1.16666666666667,-1,0,0.5,0.666666666666666,-0.833333333333334,1,-1.66666666666667,0.666666666666666,0.333333333333334,0.166666666666666,-0.666666666666666,-1,-0.5,-1.33333333333333,1,0,0.666666666666666,0.166666666666666,-1.16666666666667,-1.33333333333333,0,-0.333333333333334,-1,-0.333333333333334,0.333333333333334,0.833333333333334,0,0,-0.166666666666666,-1.66666666666667,-1.33333333333333,0.666666666666666,-0.666666666666666,-0.166666666666666,1.33333333333333,0.166666666666666,1,0.666666666666666,-0.166666666666666,0,0.5,0.666666666666666,1.33333333333333,1.5,-1.33333333333333,0.666666666666666,-0.666666666666666,0.5,-1.33333333333333,0.5,-0.833333333333334,-0.5,0,1,0.166666666666666,-0.5,-0.333333333333334,0.166666666666666,0,0.666666666666666,1,-1.66666666666667,0,-0.5,-0.166666666666666,-0.333333333333334,0.666666666666666,1.33333333333333,-0.333333333333334,-1.33333333333333,-1.16666666666667,1.16666666666667,-0.666666666666666,-1.33333333333333,-1.5,-1,1,-1.16666666666667,1.66666666666667,0.666666666666666,0.166666666666666,0.166666666666666,-1,-0.833333333333334,-1.16666666666667,-1.16666666666667,-0.333333333333334,0.833333333333334,-1,1.16666666666667,-1,0.833333333333334,-0.833333333333334,-1.16666666666667,-0.833333333333334,0,-1,0.166666666666666,1.16666666666667,0.666666666666666,1,1,0.833333333333334,-0.5,-0.333333333333334,1,0.5,-1.16666666666667,0.666666666666666,0.833333333333334,-0.5,-0.333333333333334,0.5,0.666666666666666,1,1.83333333333333,-0.166666666666666,-1,-0.666666666666666,-1.16666666666667,0.333333333333334,0.166666666666666,-2.33333333333333,1.5,-1.33333333333333,0,-1.66666666666667,0.166666666666666,-1,-0.833333333333334,-1,0.833333333333334,0,0.166666666666666,-0.333333333333334,-0.166666666666666,0.333333333333334,0,0.666666666666666,0,-0.666666666666666,1.5,-0.5,0,-1.33333333333333,2,1.16666666666667,-0.5,1.66666666666667,-0.5,0.5,1.5,0.833333333333334,0,-1.83333333333333,-0.166666666666666,-0.833333333333334,-0.333333333333334,-0.5,-1,-0.333333333333334,-1.5,-0.666666666666666,0.166666666666666,0.666666666666666,-0.166666666666666,1,0.166666666666666,0,0.333333333333334,0.833333333333334,-0.666666666666666,0.333333333333334,0.333333333333334,-0.333333333333334],"p_value":0.136666666666667}}},{"id":"k3","method":"marginal mean","alternative":"less","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-2.71337981800389,"test_stat_iter":[-2.71337981800389,-1.18420541616453,1.32516100249792,-0.380236694349303,-1.4860948963756,0.870118322668755,0.908386231893214,0.283983974230331,0.892945452849832,-1.06662406891855,-0.375888341460568,-0.593181508009065,1.831707393357,0.701495667413246,-1.29302508660271,0.91335546140261,-0.334948739021192,1.56537010668811,2.11171058924335,-0.216759297158797,1.57846442543246,1.46476136408967,-2.06870629143076,0.577132428813297,-0.450548652295547,-1.59492943524648,-0.338925128925661,0.0949804487296717,0.505118634363077,1.96051039030439,0.150108566277215,-0.0188817143670583,0.202659407861443,1.26995267270274,1.00186714842612,-2.20374468414937,-0.722311059965961,-0.917766567195329,1.59871567411421,-1.19836117546646,1.24659104086588,1.48281588336658,0.300130245100707,-1.47049663750135,-0.288442433986795,0.252443608801794,-0.242316740979408,-0.396931224398688,-0.7708419944961,-2.39652307179789,1.49701034692453,0.320484051413967,0.400316880003396,-0.619724754707542,0.105293957430957,2.39088695528532,1.9818687112574,0.516093080785559,-0.848566399321609,0.798241364003401,-0.712839666241479,-0.44891168877991,1.43819776770729,-0.831107456662771,0.965728827799959,-2.42782007088758,-0.789073881643048,-1.1915619922117,0.486872319520479,0.917166781275878,-2.71215313964483,0.127392183096335,0.718353107541574,-0.0818374947042795,0.684965056028547,-0.287776845048565,1.67261855193024,0.323528938417157,2.40481316132963,0.665625784580961,-1.20296614431715,-0.0532630861125725,-0.0505300220665763,-0.317591018328317,0.937236028761946,0.65158079699591,1.00311733274604,-0.795489196689758,0.970255388799137,0.755964719190191,-0.430401500717036,-0.918900154340855,0.619779726751002,-1.07209339435055,0.150028891546356,1.83853524706605,-1.62287028950524,-1.0204755826804,-0.26044913410426,0.0435117263480862,-1.43917586216221,-0.243469169511032,0.829475138748039,-0.861823555789586,-1.20051555537145,-1.03998764631899,-0.920340905494497,-1.16090088997464,2.15620252176853,1.11553954421909,-1.15550106995514,-1.86136217057209,-1.68127773578103,1.25744475904935,-0.739276195809486,-0.745640088528338,1.4468171041781,-0.680259179581814,0.709618145325251,1.55293866516089,-0.655480034834136,-1.59297237772923,-1.56061726536088,0.223195781720566,0.209712140129113,-1.28974271866369,1.79478272537638,0.0151369588156935,1.16711582728986,0.217583085620245,-1.36976595689083,-1.5112222736522,-1.87308355362148,1.0902458377706,-0.787251570150225,0.149904250150023,0.490063827148365,0.0452207906572362,-0.340416925436323,-1.3411660326193,0.870161039969663,-0.300229286043239,-2.57054967884599,-0.406775295426888,-1.11274666075396,0.382903168204853,1.70397887432694,-0.613620596545765,0.984479381382796,-0.438146155152708,-0.482239411193429,1.10157491181615,-0.752094590320452,-0.519448247206348,-0.118913906090993,-1.44809853130418,0.28331452317396,1.09953157429786,1.39546061451034,-1.2873122453284,-1.28758689317445,0.0651948626220911,-0.932636717371663,1.59398188352163,1.42958895001715,1.27888410051574,0.135699153344747,-1.09012154446689,0.290962652582618,2.46029505371999,0.313186957645563,0.895784988855366,0.210553421692865,1.17106148867103,2.34068459026086,1.51747927539188,0.605505973494763,0.612930093346197,-0.171690587674995,0.66575128578379,-1.66918345362639,0.673260481755866,0.118990821230934,-1.22796136554533,2.09922618546415,0.246015435274973,-0.0523774503918588,0.176538735828077,-0.926222876311252,0.351334519020201,1.93443305525114,-0.0150579419729837,-1.11330565724512,0.611569861986032,0.17054299799028,1.20831382520347,0.960376306804429,1.83514123108369,-1.93256934665259,-1.25499641308996,1.33895847522028,-1.02274925665286,-1.32978915995531,-0.331704879708598,-0.0208042134821955,-0.588492212582928,0.307285122827471,0.510633776867119,0.476457986084787,0.799612484844767,0.429938541013597,0.436313322714266,2.21248758602841,1.4708843394712,-0.645556599264342,-0.529010296298784,-0.966229605697526,-2.7420326713638,0.22238945001839,-0.966922542091069,-0.739403039471579,-0.404116509680279,0.102059121699963,-0.459381864997221,0.216394071400959,1.6543601099903,-0.444306404627715,0.39820235344027,0.57099061743963,1.37382145517361,-0.0533889358803616,-0.692371884889157,2.8960531338661,-0.967966323046079,-1.41059580583829,0.220828841048212,-0.00051025427321072,0.336676109468614,-0.644852143436545,-0.0684877316211594,-0.844681279396687,-2.599709664381,0.923941926188116,0.593466226641437,-2.40266227553841,-1.43846072738741,-0.0380855667692348,-1.70124645086049,0.461284878491842,1.11776560652014,-0.769495111735178,1.33165799050242,1.61932077528881,-0.703405906088035,0.588393582408809,-0.335210480054535,0.241569350628104,1.01430928709402,-1.29042047527456,1.92024042630644,-1.17297425559522,1.90793288283621,1.14509981882612,-0.118009072695257,2.28065691039287,1.62374542723191,0.803575023744013,-0.112877687316766,-0.219702456970593,-1.47897046715241,1.90714226825092,-1.08990005047271,0.443338540176969,0.185704225212,2.4617724137107,-0.0245809496561957,1.56549438951258,-0.450175537518637,-0.785810584358128,-1.31845087803003,2.30164044465307,-0.965578353267727,1.02273596589036,0.303082845716332,-1.17375589661905,0.737858329186212,-0.440333393428737,1.91360088672958,1.24181555046578,1.54972162043056,-0.116445272947718,0.0313538326891329,-1.96780384697119,0.233576647307066,1.29935260327542,0.797526430660238,-1.31405233271326,1.43178784562001,-0.124064752571082,2.16773544236141],"p_value":0.00666666666666667}}},{"id":"k2","method":"marginal rank","alternative":"not equal","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-2.66666666666667,"test_stat_iter":[-2.66666666666667,-3.16666666666667,-3.83333333333333,0.666666666666668,-4.5,0.833333333333332,0.833333333333336,-1.66666666666667,0.5,-2.66666666666667,1.66666666666667,-0.333333333333334,3.33333333333333,-1,-2.5,-1.83333333333333,4,-2.33333333333333,-1.66666666666667,-4.83333333333333,-0.666666666666668,6.5,-1.66666666666667,0.5,3.83333333333333,-0.666666666666668,-1,1.16666666666667,0.333333333333334,2,2.5,2.83333333333333,1.33333333333333,2.33333333333333,6,0.333333333333332,2.16666666666667,-3.33333333333333,-5.16666666666667,-0.333333333333334,-0.333333333333334,-1.33333333333333,5.5,-0.666666666666668,7.66666666666666,1,-6.66666666666667,-3.5,-1.66666666666667,-2.16666666666667,-1,1.5,1,3.33333333333333,0.5,0.833333333333334,0.833333333333334,-1.66666666666667,5.16666666666667,-4.16666666666667,-2.16666666666667,-2,4.16666666666667,-0.166666666666668,0.166666666666668,-5,0.833333333333332,0.833333333333332,-2.5,-2,2.5,-1,-3.5,1.33333333333333,1.33333333333333,-3.66666666666667,3.33333333333333,-3.83333333333333,-2,3.16666666666666,-0.333333333333334,3,-1.33333333333333,3.83333333333333,-0.5,2.5,-5.66666666666667,0.5,1.66666666666667,-4.5,-1,3.33333333333333,-0.333333333333332,-2.5,0.166666666666668,-1,4,1,2.16666666666667,0.166666666666668,-1,1.83333333333333,4.16666666666667,-1.66666666666667,3.5,0.5,-5.16666666666667,0.5,-3.66666666666666,7.33333333333333,2.16666666666667,2.33333333333333,-2,2,-0.333333333333334,0,-1.16666666666667,-0.666666666666668,-2.16666666666667,-3,2.66666666666667,-2.66666666666666,6.16666666666667,1.83333333333333,-3.66666666666667,-2.83333333333333,1.5,2.83333333333333,2.83333333333333,-1.83333333333334,3.83333333333334,-5.33333333333333,5,0.333333333333332,-0.833333333333334,-1.66666666666667,-2.16666666666667,-1.66666666666667,-4.66666666666667,2.66666666666667,2.16666666666667,2,-1,-3.16666666666667,-3,-0.5,-1.16666666666667,-3.83333333333333,0,-0.833333333333332,1.66666666666667,0.833333333333334,0.666666666666666,0.5,-6.33333333333333,-4.33333333333334,2,-1.66666666666667,-0.833333333333332,4.16666666666667,2.5,2.83333333333333,3.16666666666667,-2.16666666666667,1,2.16666666666667,2.66666666666667,3.66666666666667,4.66666666666667,-4,2,-4.83333333333333,3.16666666666667,-4.66666666666666,0.333333333333332,-3.83333333333333,-1.33333333333333,1.5,4,0.166666666666668,-1.83333333333333,0.666666666666668,-0.166666666666666,-1.16666666666667,2.33333333333333,4.5,-6.16666666666667,0.333333333333334,-3,-0.5,-3,2.16666666666667,3,-2.16666666666667,-4.66666666666667,-3,3.33333333333333,-2.16666666666667,-3.83333333333333,-7.83333333333333,-2.16666666666667,1.83333333333333,-3,4.5,1.33333333333333,0,1.33333333333333,-2.5,-3.16666666666667,-3.5,-3.66666666666667,-0.666666666666666,3,-2.66666666666667,4.83333333333333,-2.66666666666667,2.5,-1.83333333333333,-4.83333333333333,-2.66666666666667,-1.5,-2.66666666666667,0,2.16666666666667,1.16666666666667,3.83333333333333,2.66666666666667,2.33333333333333,-1.33333333333333,-0.166666666666668,3.66666666666667,0.5,-2.66666666666667,1.16666666666667,2.5,-1,-1,-0.333333333333336,1,2.66666666666666,6,-0.666666666666668,-3.33333333333334,-1.83333333333334,-4.16666666666667,0.666666666666668,0.166666666666668,-7.5,3.83333333333333,-3.33333333333333,1.33333333333333,-6.5,1.16666666666667,-4,-2.5,-2.83333333333333,3.5,0,-0.166666666666668,-1.16666666666667,0.166666666666666,0,-1.5,1.66666666666667,-1,-2.66666666666667,3.5,-0.833333333333332,0.666666666666668,-5.16666666666667,5.83333333333333,5.16666666666667,-1.33333333333333,5.16666666666667,-3.66666666666667,-0.166666666666666,3.33333333333333,1.83333333333333,2,-6.16666666666667,-0.5,-2.5,0,-1.83333333333333,-1.83333333333333,-1,-4.83333333333333,-2.5,-1,0.5,-0.166666666666668,2.66666666666667,0.333333333333332,1.83333333333333,1.66666666666667,3.66666666666667,-3.5,-0.166666666666668,0.333333333333334,-2],"p_value":0.376666666666667}}},{"id":"k2tau","method":"marginal rank","alternative":"not equal","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.66666666666667,"test_stat_iter":[-1.66666666666667,-2.16666666666667,-2.83333333333333,1.66666666666667,-3.5,1.83333333333333,1.83333333333334,-0.666666666666668,1.5,-1.66666666666667,2.66666666666667,0.666666666666666,4.33333333333333,0,-1.5,-0.833333333333334,5,-1.33333333333333,-0.666666666666666,-3.83333333333333,0.333333333333332,7.5,-0.666666666666668,1.5,4.83333333333333,0.333333333333332,0,2.16666666666667,1.33333333333333,3,3.5,3.83333333333333,2.33333333333333,3.33333333333333,7,1.33333333333333,3.16666666666667,-2.33333333333333,-4.16666666666667,0.666666666666666,0.666666666666666,-0.333333333333332,6.5,0.333333333333332,8.66666666666666,2,-5.66666666666667,-2.5,-0.666666666666668,-1.16666666666667,0,2.5,2,4.33333333333333,1.5,1.83333333333333,1.83333333333333,-0.666666666666666,6.16666666666667,-3.16666666666667,-1.16666666666667,-1,5.16666666666667,0.833333333333332,1.16666666666667,-4,1.83333333333333,1.83333333333333,-1.5,-1,3.5,0,-2.5,2.33333333333333,2.33333333333333,-2.66666666666667,4.33333333333333,-2.83333333333333,-1,4.16666666666666,0.666666666666666,4,-0.333333333333334,4.83333333333333,0.5,3.5,-4.66666666666667,1.5,2.66666666666667,-3.5,0,4.33333333333333,0.666666666666668,-1.5,1.16666666666667,0,5,2,3.16666666666667,1.16666666666667,0,2.83333333333333,5.16666666666667,-0.666666666666668,4.5,1.5,-4.16666666666667,1.5,-2.66666666666666,8.33333333333333,3.16666666666667,3.33333333333333,-1,3,0.666666666666666,1,-0.166666666666668,0.333333333333332,-1.16666666666667,-2,3.66666666666667,-1.66666666666666,7.16666666666667,2.83333333333333,-2.66666666666667,-1.83333333333333,2.5,3.83333333333333,3.83333333333333,-0.833333333333336,4.83333333333334,-4.33333333333333,6,1.33333333333333,0.166666666666666,-0.666666666666666,-1.16666666666667,-0.666666666666668,-3.66666666666667,3.66666666666667,3.16666666666667,3,0,-2.16666666666667,-2,0.5,-0.166666666666666,-2.83333333333333,1,0.166666666666668,2.66666666666667,1.83333333333333,1.66666666666667,1.5,-5.33333333333333,-3.33333333333334,3,-0.666666666666668,0.166666666666668,5.16666666666667,3.5,3.83333333333333,4.16666666666667,-1.16666666666667,2,3.16666666666667,3.66666666666667,4.66666666666667,5.66666666666667,-3,3,-3.83333333333333,4.16666666666667,-3.66666666666666,1.33333333333333,-2.83333333333333,-0.333333333333332,2.5,5,1.16666666666667,-0.833333333333334,1.66666666666667,0.833333333333334,-0.166666666666668,3.33333333333333,5.5,-5.16666666666667,1.33333333333333,-2,0.5,-2,3.16666666666667,4,-1.16666666666667,-3.66666666666667,-2,4.33333333333333,-1.16666666666667,-2.83333333333333,-6.83333333333333,-1.16666666666667,2.83333333333333,-2,5.5,2.33333333333333,1,2.33333333333333,-1.5,-2.16666666666667,-2.5,-2.66666666666667,0.333333333333334,4,-1.66666666666667,5.83333333333333,-1.66666666666667,3.5,-0.833333333333332,-3.83333333333333,-1.66666666666667,-0.5,-1.66666666666667,1,3.16666666666667,2.16666666666667,4.83333333333333,3.66666666666667,3.33333333333333,-0.333333333333332,0.833333333333332,4.66666666666667,1.5,-1.66666666666667,2.16666666666667,3.5,0,0,0.666666666666664,2,3.66666666666666,7,0.333333333333332,-2.33333333333334,-0.833333333333336,-3.16666666666667,1.66666666666667,1.16666666666667,-6.5,4.83333333333333,-2.33333333333333,2.33333333333333,-5.5,2.16666666666667,-3,-1.5,-1.83333333333333,4.5,1,0.833333333333332,-0.166666666666668,1.16666666666667,1,-0.5,2.66666666666667,0,-1.66666666666667,4.5,0.166666666666668,1.66666666666667,-4.16666666666667,6.83333333333333,6.16666666666667,-0.333333333333332,6.16666666666667,-2.66666666666667,0.833333333333334,4.33333333333333,2.83333333333333,3,-5.16666666666667,0.5,-1.5,1,-0.833333333333332,-0.833333333333332,0,-3.83333333333333,-1.5,0,1.5,0.833333333333332,3.66666666666667,1.33333333333333,2.83333333333333,2.66666666666667,4.66666666666667,-2.5,0.833333333333332,1.33333333333333,-1],"p_value":0.59}}},{"id":"k2rev","method":"marginal rank","alternative":"not equal","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":2.66666666666667,"test_stat_iter":[2.66666666666667,3.16666666666667,3.83333333333333,-0.666666666666668,4.5,-0.833333333333332,-0.833333333333336,1.66666666666667,-0.5,2.66666666666667,-1.66666666666667,0.333333333333334,-3.33333333333333,1,2.5,1.83333333333333,-4,2.33333333333333,1.66666666666667,4.83333333333333,0.666666666666668,-6.5,1.66666666666667,-0.5,-3.83333333333333,0.666666666666668,1,-1.16666666666667,-0.333333333333334,-2,-2.5,-2.83333333333333,-1.33333333333333,-2.33333333333333,-6,-0.333333333333332,-2.16666666666667,3.33333333333333,5.16666666666667,0.333333333333334,0.333333333333334,1.33333333333333,-5.5,0.666666666666668,-7.66666666666666,-1,6.66666666666667,3.5,1.66666666666667,2.16666666666667,1,-1.5,-1,-3.33333333333333,-0.5,-0.833333333333334,-0.833333333333334,1.66666666666667,-5.16666666666667,4.16666666666667,2.16666666666667,2,-4.16666666666667,0.166666666666668,-0.166666666666668,5,-0.833333333333332,-0.833333333333332,2.5,2,-2.5,1,3.5,-1.33333333333333,-1.33333333333333,3.66666666666667,-3.33333333333333,3.83333333333333,2,-3.16666666666666,0.333333333333334,-3,1.33333333333333,-3.83333333333333,0.5,-2.5,5.66666666666667,-0.5,-1.66666666666667,4.5,1,-3.33333333333333,0.333333333333332,2.5,-0.166666666666668,1,-4,-1,-2.16666666666667,-0.166666666666668,1,-1.83333333333333,-4.16666666666667,1.66666666666667,-3.5,-0.5,5.16666666666667,-0.5,3.66666666666666,-7.33333333333333,-2.16666666666667,-2.33333333333333,2,-2,0.333333333333334,0,1.16666666666667,0.666666666666668,2.16666666666667,3,-2.66666666666667,2.66666666666666,-6.16666666666667,-1.83333333333333,3.66666666666667,2.83333333333333,-1.5,-2.83333333333333,-2.83333333333333,1.83333333333334,-3.83333333333334,5.33333333333333,-5,-0.333333333333332,0.833333333333334,1.66666666666667,2.16666666666667,1.66666666666667,4.66666666666667,-2.66666666666667,-2.16666666666667,-2,1,3.16666666666667,3,0.5,1.16666666666667,3.83333333333333,0,0.833333333333332,-1.66666666666667,-0.833333333333334,-0.666666666666666,-0.5,6.33333333333333,4.33333333333334,-2,1.66666666666667,0.833333333333332,-4.16666666666667,-2.5,-2.83333333333333,-3.16666666666667,2.16666666666667,-1,-2.16666666666667,-2.66666666666667,-3.66666666666667,-4.66666666666667,4,-2,4.83333333333333,-3.16666666666667,4.66666666666666,-0.333333333333332,3.83333333333333,1.33333333333333,-1.5,-4,-0.166666666666668,1.83333333333333,-0.666666666666668,0.166666666666666,1.16666666666667,-2.33333333333333,-4.5,6.16666666666667,-0.333333333333334,3,0.5,3,-2.16666666666667,-3,2.16666666666667,4.66666666666667,3,-3.33333333333333,2.16666666666667,3.83333333333333,7.83333333333333,2.16666666666667,-1.83333333333333,3,-4.5,-1.33333333333333,0,-1.33333333333333,2.5,3.16666666666667,3.5,3.66666666666667,0.666666666666666,-3,2.66666666666667,-4.83333333333333,2.66666666666667,-2.5,1.83333333333333,4.83333333333333,2.66666666666667,1.5,2.66666666666667,0,-2.16666666666667,-1.16666666666667,-3.83333333333333,-2.66666666666667,-2.33333333333333,1.33333333333333,0.166666666666668,-3.66666666666667,-0.5,2.66666666666667,-1.16666666666667,-2.5,1,1,0.333333333333336,-1,-2.66666666666666,-6,0.666666666666668,3.33333333333334,1.83333333333334,4.16666666666667,-0.666666666666668,-0.166666666666668,7.5,-3.83333333333333,3.33333333333333,-1.33333333333333,6.5,-1.16666666666667,4,2.5,2.83333333333333,-3.5,0,0.166666666666668,1.16666666666667,-0.166666666666666,0,1.5,-1.66666666666667,1,2.66666666666667,-3.5,0.833333333333332,-0.666666666666668,5.16666666666667,-5.83333333333333,-5.16666666666667,1.33333333333333,-5.16666666666667,3.66666666666667,0.166666666666666,-3.33333333333333,-1.83333333333333,-2,6.16666666666667,0.5,2.5,0,1.83333333333333,1.83333333333333,1,4.83333333333333,2.5,1,-0.5,0.166666666666668,-2.66666666666667,-0.333333333333332,-1.83333333333333,-1.66666666666667,-3.66666666666667,3.5,0.166666666666668,-0.333333333333334,2],"p_value":0.376666666666667}}},{"id":"k2ties","method":"marginal rank","alternative":"not equal","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-3.08333333333333,"test_stat_iter":[-3.08333333333333,-2.16666666666667,-4.08333333333333,0.0833333333333321,-4.5,1.5,1,-2.83333333333333,0.75,-3.33333333333333,2.41666666666667,-0.666666666666666,3,-1.33333333333333,-2.75,-2.75,2.91666666666667,-2.33333333333333,-0.916666666666668,-3.58333333333333,-0.416666666666666,6.25,-0.833333333333332,0.333333333333332,4.41666666666667,-0.333333333333332,-1.66666666666667,1.41666666666667,0.583333333333332,2.33333333333333,3,2.58333333333333,0.916666666666668,3.25,5.41666666666667,-0.0833333333333321,1.66666666666667,-3.33333333333333,-4.08333333333333,0.333333333333334,-0.833333333333334,-0.916666666666668,4.75,-0.5,7.83333333333333,0.166666666666666,-6.08333333333333,-4.25,-1.16666666666667,-1.91666666666667,-1.33333333333333,1.5,1.58333333333333,3.5,-0.0833333333333321,1.83333333333333,1.75,-1,5.08333333333333,-4.5,-2.75,-2.41666666666667,4,-0.75,-0.416666666666668,-4.58333333333333,0.916666666666668,1.25,-2.83333333333334,-2.16666666666667,2.83333333333334,-2.58333333333333,-3.58333333333333,0.25,1.83333333333333,-4,3.5,-3.16666666666667,-2.08333333333333,2.83333333333334,-0.5,3,-1.41666666666667,4,-0.833333333333334,1.91666666666667,-5.91666666666667,-0.333333333333332,1.5,-3.5,-0.75,2.66666666666667,0.416666666666668,-1.58333333333333,-0.166666666666668,0.333333333333332,3.83333333333333,1.25,2.25,0.833333333333332,-1.16666666666667,1,4.83333333333333,-1.58333333333333,4.83333333333333,1.08333333333333,-4.58333333333333,1.16666666666667,-2.58333333333334,6.83333333333333,1.75,2,-1.75,1.41666666666667,0.416666666666666,0.333333333333332,-1.41666666666667,-1.33333333333333,-1.83333333333333,-4,2.58333333333333,-3.08333333333334,5,2.75,-3.33333333333333,-2.91666666666667,1.66666666666667,3.5,2.08333333333333,-1.33333333333334,3.16666666666666,-4.83333333333333,3.5,1.83333333333333,-0.5,-1.58333333333333,-2.66666666666667,-1.25,-4.25,2.25,1.16666666666667,1.33333333333333,-1.08333333333333,-3.5,-3.33333333333333,-1.16666666666667,-0.166666666666666,-4.16666666666667,-0.166666666666668,-0.333333333333332,2.33333333333333,1.08333333333333,-0.833333333333332,0.166666666666668,-5.5,-3.75,1.75,-1.83333333333333,-1.25,3.83333333333333,2.58333333333333,2.5,3.08333333333333,-1.75,0.75,1.66666666666667,1.75,4.08333333333333,4.83333333333333,-4,1.25,-4,2.08333333333333,-3.66666666666666,1.41666666666667,-4.25,-1.25,0.75,4.75,-0.333333333333332,-1,-0.333333333333332,0.416666666666666,-0.416666666666668,1.5,4.08333333333333,-5.58333333333333,0.0833333333333321,-2.33333333333333,0.333333333333334,-2.91666666666667,2.41666666666667,3.58333333333333,-1.66666666666667,-3.33333333333333,-4.16666666666667,3.58333333333333,-1.58333333333333,-4,-7.41666666666667,-2.58333333333333,2.58333333333333,-3.5,5.75,2,0.0833333333333321,0.333333333333332,-2.25,-2.91666666666667,-3,-3.16666666666667,-1.5,2.5,-2.41666666666667,4.66666666666667,-2.83333333333333,2.08333333333333,-1.41666666666667,-3.91666666666667,-2.58333333333333,-1.16666666666667,-2.58333333333333,0,3.41666666666667,1.25,3,2.08333333333333,2.08333333333333,-1.66666666666667,0.166666666666668,3.08333333333333,0.916666666666668,-3.33333333333333,1.58333333333333,2.5,-0.666666666666668,-0.416666666666668,0.333333333333332,1.66666666666667,3.16666666666667,6,0.166666666666668,-2.5,-1.58333333333334,-3.91666666666667,1.08333333333333,-0.5,-7.33333333333333,4.08333333333333,-3.25,1,-5.16666666666667,1.16666666666667,-4.08333333333333,-2.25,-2.58333333333334,2.66666666666667,-0.333333333333332,0.666666666666668,-1.66666666666667,0.416666666666668,0.25,-0.833333333333332,1.75,-1.16666666666667,-1.66666666666667,4.33333333333333,-1,0.666666666666668,-4,5.91666666666667,4.75,-2.41666666666667,5.5,-2.75,0.333333333333334,4.5,2.5,1.66666666666667,-6.08333333333333,-1.5,-2.5,-0.333333333333334,-1.25,-2.58333333333333,-0.833333333333332,-4.5,-2.33333333333333,-0.0833333333333321,0.75,-0.166666666666668,3.08333333333333,0.166666666666668,0.75,0.75,3.25,-3,0,0.0833333333333339,-1.58333333333333],"p_value":0.296666666666667}}},{"id":"k3","method":"marginal rank","alternative":"not equal","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-9.625,"test_stat_iter":[-9.625,-5.25,4,-2.75,-5.625,2.5,2.5,1,4.75,-1.25,-1.25,-0.875,5,3.375,-4,2.625,-1,4.75,5.25,-1.5,4.875,3.25,-6.5,1.25,-0.5,-4.375,-1.375,1.25,1.5,6.75,0.125,0,1.625,4.375,2.25,-6.625,-1.75,-4,6.125,-4.125,3.375,4.375,0,-4.25,-1.375,1.75,-1.375,-1.25,-3.5,-8.25,4.5,-0.125,0.375,-2.125,-0.875,6.875,6.75,0.75,-1.625,2.5,-3.5,-1.5,4.5,-3,2.875,-7.25,-4.625,-5.25,2.25,2.875,-8.625,0,2.75,1,2.625,-1.875,4.375,0.125,9.25,2.25,-3.75,-1,0.125,0,3.125,0.875,1.625,-3.125,2.375,2.75,-0.25,-1.75,1.5,-4.25,-0.5,6.375,-4.25,-3.625,-0.125,-0.25,-3.875,-0.625,3.375,-2.125,-2.875,-4,-2.625,-2.75,6.5,3.625,-2.5,-5.875,-4.625,2.875,-2.25,-2.625,4,-4,3.5,3.5,-2.125,-3.5,-4.75,-0.125,-0.375,-4.25,5.75,-1.75,5.5,1.25,-3.875,-5.25,-6,3.875,-2.875,-0.125,2,-1.25,-1.75,-4.625,2.875,-1.875,-7.375,-2.25,-3.5,1,4.625,-0.75,3.75,-1.375,-0.5,2.875,-1.5,-3,-0.875,-5.375,1.125,2.625,4.25,-5.5,-4.625,0.875,-4.625,5,4,5.375,0.25,-3.375,0.25,7.125,0.875,2,-0.125,3.5,7.125,4.75,2.875,2.5,0.375,1.875,-4.75,2.125,1.75,-4.25,5.25,-0.125,-1.625,-0.25,-2.25,-0.5,6.625,-0.125,-2.875,0.625,1.25,3.5,2.125,5.625,-6.25,-3.875,3.875,-2.625,-3.25,-0.375,-0.5,-1.75,1.875,1,1.75,2.5,1.75,1.25,6.125,4.375,-2,-1.5,-2.75,-9,2.125,-3.25,-3.125,-0.75,0.25,-1,-0.625,5.125,-2,-0.25,2.75,2.875,0.125,-1.75,9.625,-2.5,-4.75,0.25,-1,0.125,-1.5,0.375,-2.875,-7.5,2.875,2.875,-9,-3.875,-0.375,-4.375,1.875,2.5,-2.125,3.875,4.375,-2.125,1.75,-1,1,4.25,-4.375,5.5,-2.75,7.125,2.75,0.125,6.875,5.125,0.625,-1.5,-0.625,-6.125,5.875,-3.875,1.875,2,7.5,0,6.125,-2.5,-2,-2.375,6.125,-3.5,2.375,0.5,-5.375,1.625,-1,6.75,5.375,6,0.375,0.75,-5.125,0,3.875,3.75,-5.75,4.375,-0.125,6.125],"p_value":0.00666666666666667}}},{"id":"k2","method":"marginal rank","alternative":"greater","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-2.66666666666667,"test_stat_iter":[-2.66666666666667,-3.16666666666667,-3.83333333333333,0.666666666666668,-4.5,0.833333333333332,0.833333333333336,-1.66666666666667,0.5,-2.66666666666667,1.66666666666667,-0.333333333333334,3.33333333333333,-1,-2.5,-1.83333333333333,4,-2.33333333333333,-1.66666666666667,-4.83333333333333,-0.666666666666668,6.5,-1.66666666666667,0.5,3.83333333333333,-0.666666666666668,-1,1.16666666666667,0.333333333333334,2,2.5,2.83333333333333,1.33333333333333,2.33333333333333,6,0.333333333333332,2.16666666666667,-3.33333333333333,-5.16666666666667,-0.333333333333334,-0.333333333333334,-1.33333333333333,5.5,-0.666666666666668,7.66666666666666,1,-6.66666666666667,-3.5,-1.66666666666667,-2.16666666666667,-1,1.5,1,3.33333333333333,0.5,0.833333333333334,0.833333333333334,-1.66666666666667,5.16666666666667,-4.16666666666667,-2.16666666666667,-2,4.16666666666667,-0.166666666666668,0.166666666666668,-5,0.833333333333332,0.833333333333332,-2.5,-2,2.5,-1,-3.5,1.33333333333333,1.33333333333333,-3.66666666666667,3.33333333333333,-3.83333333333333,-2,3.16666666666666,-0.333333333333334,3,-1.33333333333333,3.83333333333333,-0.5,2.5,-5.66666666666667,0.5,1.66666666666667,-4.5,-1,3.33333333333333,-0.333333333333332,-2.5,0.166666666666668,-1,4,1,2.16666666666667,0.166666666666668,-1,1.83333333333333,4.16666666666667,-1.66666666666667,3.5,0.5,-5.16666666666667,0.5,-3.66666666666666,7.33333333333333,2.16666666666667,2.33333333333333,-2,2,-0.333333333333334,0,-1.16666666666667,-0.666666666666668,-2.16666666666667,-3,2.66666666666667,-2.66666666666666,6.16666666666667,1.83333333333333,-3.66666666666667,-2.83333333333333,1.5,2.83333333333333,2.83333333333333,-1.83333333333334,3.83333333333334,-5.33333333333333,5,0.333333333333332,-0.833333333333334,-1.66666666666667,-2.16666666666667,-1.66666666666667,-4.66666666666667,2.66666666666667,2.16666666666667,2,-1,-3.16666666666667,-3,-0.5,-1.16666666666667,-3.83333333333333,0,-0.833333333333332,1.66666666666667,0.833333333333334,0.666666666666666,0.5,-6.33333333333333,-4.33333333333334,2,-1.66666666666667,-0.833333333333332,4.16666666666667,2.5,2.83333333333333,3.16666666666667,-2.16666666666667,1,2.16666666666667,2.66666666666667,3.66666666666667,4.66666666666667,-4,2,-4.83333333333333,3.16666666666667,-4.66666666666666,0.333333333333332,-3.83333333333333,-1.33333333333333,1.5,4,0.166666666666668,-1.83333333333333,0.666666666666668,-0.166666666666666,-1.16666666666667,2.33333333333333,4.5,-6.16666666666667,0.333333333333334,-3,-0.5,-3,2.16666666666667,3,-2.16666666666667,-4.66666666666667,-3,3.33333333333333,-2.16666666666667,-3.83333333333333,-7.83333333333333,-2.16666666666667,1.83333333333333,-3,4.5,1.33333333333333,0,1.33333333333333,-2.5,-3.16666666666667,-3.5,-3.66666666666667,-0.666666666666666,3,-2.66666666666667,4.83333333333333,-2.66666666666667,2.5,-1.83333333333333,-4.83333333333333,-2.66666666666667,-1.5,-2.66666666666667,0,2.16666666666667,1.16666666666667,3.83333333333333,2.66666666666667,2.33333333333333,-1.33333333333333,-0.166666666666668,3.66666666666667,0.5,-2.66666666666667,1.16666666666667,2.5,-1,-1,-0.333333333333336,1,2.66666666666666,6,-0.666666666666668,-3.33333333333334,-1.83333333333334,-4.16666666666667,0.666666666666668,0.166666666666668,-7.5,3.83333333333333,-3.33333333333333,1.33333333333333,-6.5,1.16666666666667,-4,-2.5,-2.83333333333333,3.5,0,-0.166666666666668,-1.16666666666667,0.166666666666666,0,-1.5,1.66666666666667,-1,-2.66666666666667,3.5,-0.833333333333332,0.666666666666668,-5.16666666666667,5.83333333333333,5.16666666666667,-1.33333333333333,5.16666666666667,-3.66666666666667,-0.166666666666666,3.33333333333333,1.83333333333333,2,-6.16666666666667,-0.5,-2.5,0,-1.83333333333333,-1.83333333333333,-1,-4.83333333333333,-2.5,-1,0.5,-0.166666666666668,2.66666666666667,0.333333333333332,1.83333333333333,1.66666666666667,3.66666666666667,-3.5,-0.166666666666668,0.333333333333334,-2],"p_value":0.816666666666667}}},{"id":"k2tau","method":"marginal rank","alternative":"greater","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.66666666666667,"test_stat_iter":[-1.66666666666667,-2.16666666666667,-2.83333333333333,1.66666666666667,-3.5,1.83333333333333,1.83333333333334,-0.666666666666668,1.5,-1.66666666666667,2.66666666666667,0.666666666666666,4.33333333333333,0,-1.5,-0.833333333333334,5,-1.33333333333333,-0.666666666666666,-3.83333333333333,0.333333333333332,7.5,-0.666666666666668,1.5,4.83333333333333,0.333333333333332,0,2.16666666666667,1.33333333333333,3,3.5,3.83333333333333,2.33333333333333,3.33333333333333,7,1.33333333333333,3.16666666666667,-2.33333333333333,-4.16666666666667,0.666666666666666,0.666666666666666,-0.333333333333332,6.5,0.333333333333332,8.66666666666666,2,-5.66666666666667,-2.5,-0.666666666666668,-1.16666666666667,0,2.5,2,4.33333333333333,1.5,1.83333333333333,1.83333333333333,-0.666666666666666,6.16666666666667,-3.16666666666667,-1.16666666666667,-1,5.16666666666667,0.833333333333332,1.16666666666667,-4,1.83333333333333,1.83333333333333,-1.5,-1,3.5,0,-2.5,2.33333333333333,2.33333333333333,-2.66666666666667,4.33333333333333,-2.83333333333333,-1,4.16666666666666,0.666666666666666,4,-0.333333333333334,4.83333333333333,0.5,3.5,-4.66666666666667,1.5,2.66666666666667,-3.5,0,4.33333333333333,0.666666666666668,-1.5,1.16666666666667,0,5,2,3.16666666666667,1.16666666666667,0,2.83333333333333,5.16666666666667,-0.666666666666668,4.5,1.5,-4.16666666666667,1.5,-2.66666666666666,8.33333333333333,3.16666666666667,3.33333333333333,-1,3,0.666666666666666,1,-0.166666666666668,0.333333333333332,-1.16666666666667,-2,3.66666666666667,-1.66666666666666,7.16666666666667,2.83333333333333,-2.66666666666667,-1.83333333333333,2.5,3.83333333333333,3.83333333333333,-0.833333333333336,4.83333333333334,-4.33333333333333,6,1.33333333333333,0.166666666666666,-0.666666666666666,-1.16666666666667,-0.666666666666668,-3.66666666666667,3.66666666666667,3.16666666666667,3,0,-2.16666666666667,-2,0.5,-0.166666666666666,-2.83333333333333,1,0.166666666666668,2.66666666666667,1.83333333333333,1.66666666666667,1.5,-5.33333333333333,-3.33333333333334,3,-0.666666666666668,0.166666666666668,5.16666666666667,3.5,3.83333333333333,4.16666666666667,-1.16666666666667,2,3.16666666666667,3.66666666666667,4.66666666666667,5.66666666666667,-3,3,-3.83333333333333,4.16666666666667,-3.66666666666666,1.33333333333333,-2.83333333333333,-0.333333333333332,2.5,5,1.16666666666667,-0.833333333333334,1.66666666666667,0.833333333333334,-0.166666666666668,3.33333333333333,5.5,-5.16666666666667,1.33333333333333,-2,0.5,-2,3.16666666666667,4,-1.16666666666667,-3.66666666666667,-2,4.33333333333333,-1.16666666666667,-2.83333333333333,-6.83333333333333,-1.16666666666667,2.83333333333333,-2,5.5,2.33333333333333,1,2.33333333333333,-1.5,-2.16666666666667,-2.5,-2.66666666666667,0.333333333333334,4,-1.66666666666667,5.83333333333333,-1.66666666666667,3.5,-0.833333333333332,-3.83333333333333,-1.66666666666667,-0.5,-1.66666666666667,1,3.16666666666667,2.16666666666667,4.83333333333333,3.66666666666667,3.33333333333333,-0.333333333333332,0.833333333333332,4.66666666666667,1.5,-1.66666666666667,2.16666666666667,3.5,0,0,0.666666666666664,2,3.66666666666666,7,0.333333333333332,-2.33333333333334,-0.833333333333336,-3.16666666666667,1.66666666666667,1.16666666666667,-6.5,4.83333333333333,-2.33333333333333,2.33333333333333,-5.5,2.16666666666667,-3,-1.5,-1.83333333333333,4.5,1,0.833333333333332,-0.166666666666668,1.16666666666667,1,-0.5,2.66666666666667,0,-1.66666666666667,4.5,0.166666666666668,1.66666666666667,-4.16666666666667,6.83333333333333,6.16666666666667,-0.333333333333332,6.16666666666667,-2.66666666666667,0.833333333333334,4.33333333333333,2.83333333333333,3,-5.16666666666667,0.5,-1.5,1,-0.833333333333332,-0.833333333333332,0,-3.83333333333333,-1.5,0,1.5,0.833333333333332,3.66666666666667,1.33333333333333,2.83333333333333,2.66666666666667,4.66666666666667,-2.5,0.833333333333332,1.33333333333333,-1],"p_value":0.816666666666667}}},{"id":"k2rev","method":"marginal rank","alternative":"greater","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":2.66666666666667,"test_stat_iter":[2.66666666666667,3.16666666666667,3.83333333333333,-0.666666666666668,4.5,-0.833333333333332,-0.833333333333336,1.66666666666667,-0.5,2.66666666666667,-1.66666666666667,0.333333333333334,-3.33333333333333,1,2.5,1.83333333333333,-4,2.33333333333333,1.66666666666667,4.83333333333333,0.666666666666668,-6.5,1.66666666666667,-0.5,-3.83333333333333,0.666666666666668,1,-1.16666666666667,-0.333333333333334,-2,-2.5,-2.83333333333333,-1.33333333333333,-2.33333333333333,-6,-0.333333333333332,-2.16666666666667,3.33333333333333,5.16666666666667,0.333333333333334,0.333333333333334,1.33333333333333,-5.5,0.666666666666668,-7.66666666666666,-1,6.66666666666667,3.5,1.66666666666667,2.16666666666667,1,-1.5,-1,-3.33333333333333,-0.5,-0.833333333333334,-0.833333333333334,1.66666666666667,-5.16666666666667,4.16666666666667,2.16666666666667,2,-4.16666666666667,0.166666666666668,-0.166666666666668,5,-0.833333333333332,-0.833333333333332,2.5,2,-2.5,1,3.5,-1.33333333333333,-1.33333333333333,3.66666666666667,-3.33333333333333,3.83333333333333,2,-3.16666666666666,0.333333333333334,-3,1.33333333333333,-3.83333333333333,0.5,-2.5,5.66666666666667,-0.5,-1.66666666666667,4.5,1,-3.33333333333333,0.333333333333332,2.5,-0.166666666666668,1,-4,-1,-2.16666666666667,-0.166666666666668,1,-1.83333333333333,-4.16666666666667,1.66666666666667,-3.5,-0.5,5.16666666666667,-0.5,3.66666666666666,-7.33333333333333,-2.16666666666667,-2.33333333333333,2,-2,0.333333333333334,0,1.16666666666667,0.666666666666668,2.16666666666667,3,-2.66666666666667,2.66666666666666,-6.16666666666667,-1.83333333333333,3.66666666666667,2.83333333333333,-1.5,-2.83333333333333,-2.83333333333333,1.83333333333334,-3.83333333333334,5.33333333333333,-5,-0.333333333333332,0.833333333333334,1.66666666666667,2.16666666666667,1.66666666666667,4.66666666666667,-2.66666666666667,-2.16666666666667,-2,1,3.16666666666667,3,0.5,1.16666666666667,3.83333333333333,0,0.833333333333332,-1.66666666666667,-0.833333333333334,-0.666666666666666,-0.5,6.33333333333333,4.33333333333334,-2,1.66666666666667,0.833333333333332,-4.16666666666667,-2.5,-2.83333333333333,-3.16666666666667,2.16666666666667,-1,-2.16666666666667,-2.66666666666667,-3.66666666666667,-4.66666666666667,4,-2,4.83333333333333,-3.16666666666667,4.66666666666666,-0.333333333333332,3.83333333333333,1.33333333333333,-1.5,-4,-0.166666666666668,1.83333333333333,-0.666666666666668,0.166666666666666,1.16666666666667,-2.33333333333333,-4.5,6.16666666666667,-0.333333333333334,3,0.5,3,-2.16666666666667,-3,2.16666666666667,4.66666666666667,3,-3.33333333333333,2.16666666666667,3.83333333333333,7.83333333333333,2.16666666666667,-1.83333333333333,3,-4.5,-1.33333333333333,0,-1.33333333333333,2.5,3.16666666666667,3.5,3.66666666666667,0.666666666666666,-3,2.66666666666667,-4.83333333333333,2.66666666666667,-2.5,1.83333333333333,4.83333333333333,2.66666666666667,1.5,2.66666666666667,0,-2.16666666666667,-1.16666666666667,-3.83333333333333,-2.66666666666667,-2.33333333333333,1.33333333333333,0.166666666666668,-3.66666666666667,-0.5,2.66666666666667,-1.16666666666667,-2.5,1,1,0.333333333333336,-1,-2.66666666666666,-6,0.666666666666668,3.33333333333334,1.83333333333334,4.16666666666667,-0.666666666666668,-0.166666666666668,7.5,-3.83333333333333,3.33333333333333,-1.33333333333333,6.5,-1.16666666666667,4,2.5,2.83333333333333,-3.5,0,0.166666666666668,1.16666666666667,-0.166666666666666,0,1.5,-1.66666666666667,1,2.66666666666667,-3.5,0.833333333333332,-0.666666666666668,5.16666666666667,-5.83333333333333,-5.16666666666667,1.33333333333333,-5.16666666666667,3.66666666666667,0.166666666666666,-3.33333333333333,-1.83333333333333,-2,6.16666666666667,0.5,2.5,0,1.83333333333333,1.83333333333333,1,4.83333333333333,2.5,1,-0.5,0.166666666666668,-2.66666666666667,-0.333333333333332,-1.83333333333333,-1.66666666666667,-3.66666666666667,3.5,0.166666666666668,-0.333333333333334,2],"p_value":0.2}}},{"id":"k2ties","method":"marginal rank","alternative":"greater","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-3.08333333333333,"test_stat_iter":[-3.08333333333333,-2.16666666666667,-4.08333333333333,0.0833333333333321,-4.5,1.5,1,-2.83333333333333,0.75,-3.33333333333333,2.41666666666667,-0.666666666666666,3,-1.33333333333333,-2.75,-2.75,2.91666666666667,-2.33333333333333,-0.916666666666668,-3.58333333333333,-0.416666666666666,6.25,-0.833333333333332,0.333333333333332,4.41666666666667,-0.333333333333332,-1.66666666666667,1.41666666666667,0.583333333333332,2.33333333333333,3,2.58333333333333,0.916666666666668,3.25,5.41666666666667,-0.0833333333333321,1.66666666666667,-3.33333333333333,-4.08333333333333,0.333333333333334,-0.833333333333334,-0.916666666666668,4.75,-0.5,7.83333333333333,0.166666666666666,-6.08333333333333,-4.25,-1.16666666666667,-1.91666666666667,-1.33333333333333,1.5,1.58333333333333,3.5,-0.0833333333333321,1.83333333333333,1.75,-1,5.08333333333333,-4.5,-2.75,-2.41666666666667,4,-0.75,-0.416666666666668,-4.58333333333333,0.916666666666668,1.25,-2.83333333333334,-2.16666666666667,2.83333333333334,-2.58333333333333,-3.58333333333333,0.25,1.83333333333333,-4,3.5,-3.16666666666667,-2.08333333333333,2.83333333333334,-0.5,3,-1.41666666666667,4,-0.833333333333334,1.91666666666667,-5.91666666666667,-0.333333333333332,1.5,-3.5,-0.75,2.66666666666667,0.416666666666668,-1.58333333333333,-0.166666666666668,0.333333333333332,3.83333333333333,1.25,2.25,0.833333333333332,-1.16666666666667,1,4.83333333333333,-1.58333333333333,4.83333333333333,1.08333333333333,-4.58333333333333,1.16666666666667,-2.58333333333334,6.83333333333333,1.75,2,-1.75,1.41666666666667,0.416666666666666,0.333333333333332,-1.41666666666667,-1.33333333333333,-1.83333333333333,-4,2.58333333333333,-3.08333333333334,5,2.75,-3.33333333333333,-2.91666666666667,1.66666666666667,3.5,2.08333333333333,-1.33333333333334,3.16666666666666,-4.83333333333333,3.5,1.83333333333333,-0.5,-1.58333333333333,-2.66666666666667,-1.25,-4.25,2.25,1.16666666666667,1.33333333333333,-1.08333333333333,-3.5,-3.33333333333333,-1.16666666666667,-0.166666666666666,-4.16666666666667,-0.166666666666668,-0.333333333333332,2.33333333333333,1.08333333333333,-0.833333333333332,0.166666666666668,-5.5,-3.75,1.75,-1.83333333333333,-1.25,3.83333333333333,2.58333333333333,2.5,3.08333333333333,-1.75,0.75,1.66666666666667,1.75,4.08333333333333,4.83333333333333,-4,1.25,-4,2.08333333333333,-3.66666666666666,1.41666666666667,-4.25,-1.25,0.75,4.75,-0.333333333333332,-1,-0.333333333333332,0.416666666666666,-0.416666666666668,1.5,4.08333333333333,-5.58333333333333,0.0833333333333321,-2.33333333333333,0.333333333333334,-2.91666666666667,2.41666666666667,3.58333333333333,-1.66666666666667,-3.33333333333333,-4.16666666666667,3.58333333333333,-1.58333333333333,-4,-7.41666666666667,-2.58333333333333,2.58333333333333,-3.5,5.75,2,0.0833333333333321,0.333333333333332,-2.25,-2.91666666666667,-3,-3.16666666666667,-1.5,2.5,-2.41666666666667,4.66666666666667,-2.83333333333333,2.08333333333333,-1.41666666666667,-3.91666666666667,-2.58333333333333,-1.16666666666667,-2.58333333333333,0,3.41666666666667,1.25,3,2.08333333333333,2.08333333333333,-1.66666666666667,0.166666666666668,3.08333333333333,0.916666666666668,-3.33333333333333,1.58333333333333,2.5,-0.666666666666668,-0.416666666666668,0.333333333333332,1.66666666666667,3.16666666666667,6,0.166666666666668,-2.5,-1.58333333333334,-3.91666666666667,1.08333333333333,-0.5,-7.33333333333333,4.08333333333333,-3.25,1,-5.16666666666667,1.16666666666667,-4.08333333333333,-2.25,-2.58333333333334,2.66666666666667,-0.333333333333332,0.666666666666668,-1.66666666666667,0.416666666666668,0.25,-0.833333333333332,1.75,-1.16666666666667,-1.66666666666667,4.33333333333333,-1,0.666666666666668,-4,5.91666666666667,4.75,-2.41666666666667,5.5,-2.75,0.333333333333334,4.5,2.5,1.66666666666667,-6.08333333333333,-1.5,-2.5,-0.333333333333334,-1.25,-2.58333333333333,-0.833333333333332,-4.5,-2.33333333333333,-0.0833333333333321,0.75,-0.166666666666668,3.08333333333333,0.166666666666668,0.75,0.75,3.25,-3,0,0.0833333333333339,-1.58333333333333],"p_value":0.843333333333333}}},{"id":"k3","method":"marginal rank","alternative":"greater","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-9.625,"test_stat_iter":[-9.625,-5.25,4,-2.75,-5.625,2.5,2.5,1,4.75,-1.25,-1.25,-0.875,5,3.375,-4,2.625,-1,4.75,5.25,-1.5,4.875,3.25,-6.5,1.25,-0.5,-4.375,-1.375,1.25,1.5,6.75,0.125,0,1.625,4.375,2.25,-6.625,-1.75,-4,6.125,-4.125,3.375,4.375,0,-4.25,-1.375,1.75,-1.375,-1.25,-3.5,-8.25,4.5,-0.125,0.375,-2.125,-0.875,6.875,6.75,0.75,-1.625,2.5,-3.5,-1.5,4.5,-3,2.875,-7.25,-4.625,-5.25,2.25,2.875,-8.625,0,2.75,1,2.625,-1.875,4.375,0.125,9.25,2.25,-3.75,-1,0.125,0,3.125,0.875,1.625,-3.125,2.375,2.75,-0.25,-1.75,1.5,-4.25,-0.5,6.375,-4.25,-3.625,-0.125,-0.25,-3.875,-0.625,3.375,-2.125,-2.875,-4,-2.625,-2.75,6.5,3.625,-2.5,-5.875,-4.625,2.875,-2.25,-2.625,4,-4,3.5,3.5,-2.125,-3.5,-4.75,-0.125,-0.375,-4.25,5.75,-1.75,5.5,1.25,-3.875,-5.25,-6,3.875,-2.875,-0.125,2,-1.25,-1.75,-4.625,2.875,-1.875,-7.375,-2.25,-3.5,1,4.625,-0.75,3.75,-1.375,-0.5,2.875,-1.5,-3,-0.875,-5.375,1.125,2.625,4.25,-5.5,-4.625,0.875,-4.625,5,4,5.375,0.25,-3.375,0.25,7.125,0.875,2,-0.125,3.5,7.125,4.75,2.875,2.5,0.375,1.875,-4.75,2.125,1.75,-4.25,5.25,-0.125,-1.625,-0.25,-2.25,-0.5,6.625,-0.125,-2.875,0.625,1.25,3.5,2.125,5.625,-6.25,-3.875,3.875,-2.625,-3.25,-0.375,-0.5,-1.75,1.875,1,1.75,2.5,1.75,1.25,6.125,4.375,-2,-1.5,-2.75,-9,2.125,-3.25,-3.125,-0.75,0.25,-1,-0.625,5.125,-2,-0.25,2.75,2.875,0.125,-1.75,9.625,-2.5,-4.75,0.25,-1,0.125,-1.5,0.375,-2.875,-7.5,2.875,2.875,-9,-3.875,-0.375,-4.375,1.875,2.5,-2.125,3.875,4.375,-2.125,1.75,-1,1,4.25,-4.375,5.5,-2.75,7.125,2.75,0.125,6.875,5.125,0.625,-1.5,-0.625,-6.125,5.875,-3.875,1.875,2,7.5,0,6.125,-2.5,-2,-2.375,6.125,-3.5,2.375,0.5,-5.375,1.625,-1,6.75,5.375,6,0.375,0.75,-5.125,0,3.875,3.75,-5.75,4.375,-0.125,6.125],"p_value":1}}},{"id":"k2","method":"marginal rank","alternative":"less","contrast":[1,-1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-2.66666666666667,"test_stat_iter":[-2.66666666666667,-3.16666666666667,-3.83333333333333,0.666666666666668,-4.5,0.833333333333332,0.833333333333336,-1.66666666666667,0.5,-2.66666666666667,1.66666666666667,-0.333333333333334,3.33333333333333,-1,-2.5,-1.83333333333333,4,-2.33333333333333,-1.66666666666667,-4.83333333333333,-0.666666666666668,6.5,-1.66666666666667,0.5,3.83333333333333,-0.666666666666668,-1,1.16666666666667,0.333333333333334,2,2.5,2.83333333333333,1.33333333333333,2.33333333333333,6,0.333333333333332,2.16666666666667,-3.33333333333333,-5.16666666666667,-0.333333333333334,-0.333333333333334,-1.33333333333333,5.5,-0.666666666666668,7.66666666666666,1,-6.66666666666667,-3.5,-1.66666666666667,-2.16666666666667,-1,1.5,1,3.33333333333333,0.5,0.833333333333334,0.833333333333334,-1.66666666666667,5.16666666666667,-4.16666666666667,-2.16666666666667,-2,4.16666666666667,-0.166666666666668,0.166666666666668,-5,0.833333333333332,0.833333333333332,-2.5,-2,2.5,-1,-3.5,1.33333333333333,1.33333333333333,-3.66666666666667,3.33333333333333,-3.83333333333333,-2,3.16666666666666,-0.333333333333334,3,-1.33333333333333,3.83333333333333,-0.5,2.5,-5.66666666666667,0.5,1.66666666666667,-4.5,-1,3.33333333333333,-0.333333333333332,-2.5,0.166666666666668,-1,4,1,2.16666666666667,0.166666666666668,-1,1.83333333333333,4.16666666666667,-1.66666666666667,3.5,0.5,-5.16666666666667,0.5,-3.66666666666666,7.33333333333333,2.16666666666667,2.33333333333333,-2,2,-0.333333333333334,0,-1.16666666666667,-0.666666666666668,-2.16666666666667,-3,2.66666666666667,-2.66666666666666,6.16666666666667,1.83333333333333,-3.66666666666667,-2.83333333333333,1.5,2.83333333333333,2.83333333333333,-1.83333333333334,3.83333333333334,-5.33333333333333,5,0.333333333333332,-0.833333333333334,-1.66666666666667,-2.16666666666667,-1.66666666666667,-4.66666666666667,2.66666666666667,2.16666666666667,2,-1,-3.16666666666667,-3,-0.5,-1.16666666666667,-3.83333333333333,0,-0.833333333333332,1.66666666666667,0.833333333333334,0.666666666666666,0.5,-6.33333333333333,-4.33333333333334,2,-1.66666666666667,-0.833333333333332,4.16666666666667,2.5,2.83333333333333,3.16666666666667,-2.16666666666667,1,2.16666666666667,2.66666666666667,3.66666666666667,4.66666666666667,-4,2,-4.83333333333333,3.16666666666667,-4.66666666666666,0.333333333333332,-3.83333333333333,-1.33333333333333,1.5,4,0.166666666666668,-1.83333333333333,0.666666666666668,-0.166666666666666,-1.16666666666667,2.33333333333333,4.5,-6.16666666666667,0.333333333333334,-3,-0.5,-3,2.16666666666667,3,-2.16666666666667,-4.66666666666667,-3,3.33333333333333,-2.16666666666667,-3.83333333333333,-7.83333333333333,-2.16666666666667,1.83333333333333,-3,4.5,1.33333333333333,0,1.33333333333333,-2.5,-3.16666666666667,-3.5,-3.66666666666667,-0.666666666666666,3,-2.66666666666667,4.83333333333333,-2.66666666666667,2.5,-1.83333333333333,-4.83333333333333,-2.66666666666667,-1.5,-2.66666666666667,0,2.16666666666667,1.16666666666667,3.83333333333333,2.66666666666667,2.33333333333333,-1.33333333333333,-0.166666666666668,3.66666666666667,0.5,-2.66666666666667,1.16666666666667,2.5,-1,-1,-0.333333333333336,1,2.66666666666666,6,-0.666666666666668,-3.33333333333334,-1.83333333333334,-4.16666666666667,0.666666666666668,0.166666666666668,-7.5,3.83333333333333,-3.33333333333333,1.33333333333333,-6.5,1.16666666666667,-4,-2.5,-2.83333333333333,3.5,0,-0.166666666666668,-1.16666666666667,0.166666666666666,0,-1.5,1.66666666666667,-1,-2.66666666666667,3.5,-0.833333333333332,0.666666666666668,-5.16666666666667,5.83333333333333,5.16666666666667,-1.33333333333333,5.16666666666667,-3.66666666666667,-0.166666666666666,3.33333333333333,1.83333333333333,2,-6.16666666666667,-0.5,-2.5,0,-1.83333333333333,-1.83333333333333,-1,-4.83333333333333,-2.5,-1,0.5,-0.166666666666668,2.66666666666667,0.333333333333332,1.83333333333333,1.66666666666667,3.66666666666667,-3.5,-0.166666666666668,0.333333333333334,-2],"p_value":0.2}}},{"id":"k2tau","method":"marginal rank","alternative":"less","contrast":[1,-1],"tau":-1,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-1.66666666666667,"test_stat_iter":[-1.66666666666667,-2.16666666666667,-2.83333333333333,1.66666666666667,-3.5,1.83333333333333,1.83333333333334,-0.666666666666668,1.5,-1.66666666666667,2.66666666666667,0.666666666666666,4.33333333333333,0,-1.5,-0.833333333333334,5,-1.33333333333333,-0.666666666666666,-3.83333333333333,0.333333333333332,7.5,-0.666666666666668,1.5,4.83333333333333,0.333333333333332,0,2.16666666666667,1.33333333333333,3,3.5,3.83333333333333,2.33333333333333,3.33333333333333,7,1.33333333333333,3.16666666666667,-2.33333333333333,-4.16666666666667,0.666666666666666,0.666666666666666,-0.333333333333332,6.5,0.333333333333332,8.66666666666666,2,-5.66666666666667,-2.5,-0.666666666666668,-1.16666666666667,0,2.5,2,4.33333333333333,1.5,1.83333333333333,1.83333333333333,-0.666666666666666,6.16666666666667,-3.16666666666667,-1.16666666666667,-1,5.16666666666667,0.833333333333332,1.16666666666667,-4,1.83333333333333,1.83333333333333,-1.5,-1,3.5,0,-2.5,2.33333333333333,2.33333333333333,-2.66666666666667,4.33333333333333,-2.83333333333333,-1,4.16666666666666,0.666666666666666,4,-0.333333333333334,4.83333333333333,0.5,3.5,-4.66666666666667,1.5,2.66666666666667,-3.5,0,4.33333333333333,0.666666666666668,-1.5,1.16666666666667,0,5,2,3.16666666666667,1.16666666666667,0,2.83333333333333,5.16666666666667,-0.666666666666668,4.5,1.5,-4.16666666666667,1.5,-2.66666666666666,8.33333333333333,3.16666666666667,3.33333333333333,-1,3,0.666666666666666,1,-0.166666666666668,0.333333333333332,-1.16666666666667,-2,3.66666666666667,-1.66666666666666,7.16666666666667,2.83333333333333,-2.66666666666667,-1.83333333333333,2.5,3.83333333333333,3.83333333333333,-0.833333333333336,4.83333333333334,-4.33333333333333,6,1.33333333333333,0.166666666666666,-0.666666666666666,-1.16666666666667,-0.666666666666668,-3.66666666666667,3.66666666666667,3.16666666666667,3,0,-2.16666666666667,-2,0.5,-0.166666666666666,-2.83333333333333,1,0.166666666666668,2.66666666666667,1.83333333333333,1.66666666666667,1.5,-5.33333333333333,-3.33333333333334,3,-0.666666666666668,0.166666666666668,5.16666666666667,3.5,3.83333333333333,4.16666666666667,-1.16666666666667,2,3.16666666666667,3.66666666666667,4.66666666666667,5.66666666666667,-3,3,-3.83333333333333,4.16666666666667,-3.66666666666666,1.33333333333333,-2.83333333333333,-0.333333333333332,2.5,5,1.16666666666667,-0.833333333333334,1.66666666666667,0.833333333333334,-0.166666666666668,3.33333333333333,5.5,-5.16666666666667,1.33333333333333,-2,0.5,-2,3.16666666666667,4,-1.16666666666667,-3.66666666666667,-2,4.33333333333333,-1.16666666666667,-2.83333333333333,-6.83333333333333,-1.16666666666667,2.83333333333333,-2,5.5,2.33333333333333,1,2.33333333333333,-1.5,-2.16666666666667,-2.5,-2.66666666666667,0.333333333333334,4,-1.66666666666667,5.83333333333333,-1.66666666666667,3.5,-0.833333333333332,-3.83333333333333,-1.66666666666667,-0.5,-1.66666666666667,1,3.16666666666667,2.16666666666667,4.83333333333333,3.66666666666667,3.33333333333333,-0.333333333333332,0.833333333333332,4.66666666666667,1.5,-1.66666666666667,2.16666666666667,3.5,0,0,0.666666666666664,2,3.66666666666666,7,0.333333333333332,-2.33333333333334,-0.833333333333336,-3.16666666666667,1.66666666666667,1.16666666666667,-6.5,4.83333333333333,-2.33333333333333,2.33333333333333,-5.5,2.16666666666667,-3,-1.5,-1.83333333333333,4.5,1,0.833333333333332,-0.166666666666668,1.16666666666667,1,-0.5,2.66666666666667,0,-1.66666666666667,4.5,0.166666666666668,1.66666666666667,-4.16666666666667,6.83333333333333,6.16666666666667,-0.333333333333332,6.16666666666667,-2.66666666666667,0.833333333333334,4.33333333333333,2.83333333333333,3,-5.16666666666667,0.5,-1.5,1,-0.833333333333332,-0.833333333333332,0,-3.83333333333333,-1.5,0,1.5,0.833333333333332,3.66666666666667,1.33333333333333,2.83333333333333,2.66666666666667,4.66666666666667,-2.5,0.833333333333332,1.33333333333333,-1],"p_value":0.2}}},{"id":"k2rev","method":"marginal rank","alternative":"less","contrast":[-1,1],"tau":0,"y_obs":[10.5558421898726,15.7566151230804,8.99588521790943,10.9580851092312,7.35720625735963,8.51457559239265,7.06722973572787,9.34250833217401,9.4491359665539,10.38892977457,9.92526216164669,13.7657675190331,9.89788616424359,10.9855584377417,12.2208644108439,13.3068288777866,12.2989963238589,12.8577681636584,9.4518277726976,9.05906060118559,10.5809349625681,8.93001178122721,9.36812415888323,7.75789984817502],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":2.66666666666667,"test_stat_iter":[2.66666666666667,3.16666666666667,3.83333333333333,-0.666666666666668,4.5,-0.833333333333332,-0.833333333333336,1.66666666666667,-0.5,2.66666666666667,-1.66666666666667,0.333333333333334,-3.33333333333333,1,2.5,1.83333333333333,-4,2.33333333333333,1.66666666666667,4.83333333333333,0.666666666666668,-6.5,1.66666666666667,-0.5,-3.83333333333333,0.666666666666668,1,-1.16666666666667,-0.333333333333334,-2,-2.5,-2.83333333333333,-1.33333333333333,-2.33333333333333,-6,-0.333333333333332,-2.16666666666667,3.33333333333333,5.16666666666667,0.333333333333334,0.333333333333334,1.33333333333333,-5.5,0.666666666666668,-7.66666666666666,-1,6.66666666666667,3.5,1.66666666666667,2.16666666666667,1,-1.5,-1,-3.33333333333333,-0.5,-0.833333333333334,-0.833333333333334,1.66666666666667,-5.16666666666667,4.16666666666667,2.16666666666667,2,-4.16666666666667,0.166666666666668,-0.166666666666668,5,-0.833333333333332,-0.833333333333332,2.5,2,-2.5,1,3.5,-1.33333333333333,-1.33333333333333,3.66666666666667,-3.33333333333333,3.83333333333333,2,-3.16666666666666,0.333333333333334,-3,1.33333333333333,-3.83333333333333,0.5,-2.5,5.66666666666667,-0.5,-1.66666666666667,4.5,1,-3.33333333333333,0.333333333333332,2.5,-0.166666666666668,1,-4,-1,-2.16666666666667,-0.166666666666668,1,-1.83333333333333,-4.16666666666667,1.66666666666667,-3.5,-0.5,5.16666666666667,-0.5,3.66666666666666,-7.33333333333333,-2.16666666666667,-2.33333333333333,2,-2,0.333333333333334,0,1.16666666666667,0.666666666666668,2.16666666666667,3,-2.66666666666667,2.66666666666666,-6.16666666666667,-1.83333333333333,3.66666666666667,2.83333333333333,-1.5,-2.83333333333333,-2.83333333333333,1.83333333333334,-3.83333333333334,5.33333333333333,-5,-0.333333333333332,0.833333333333334,1.66666666666667,2.16666666666667,1.66666666666667,4.66666666666667,-2.66666666666667,-2.16666666666667,-2,1,3.16666666666667,3,0.5,1.16666666666667,3.83333333333333,0,0.833333333333332,-1.66666666666667,-0.833333333333334,-0.666666666666666,-0.5,6.33333333333333,4.33333333333334,-2,1.66666666666667,0.833333333333332,-4.16666666666667,-2.5,-2.83333333333333,-3.16666666666667,2.16666666666667,-1,-2.16666666666667,-2.66666666666667,-3.66666666666667,-4.66666666666667,4,-2,4.83333333333333,-3.16666666666667,4.66666666666666,-0.333333333333332,3.83333333333333,1.33333333333333,-1.5,-4,-0.166666666666668,1.83333333333333,-0.666666666666668,0.166666666666666,1.16666666666667,-2.33333333333333,-4.5,6.16666666666667,-0.333333333333334,3,0.5,3,-2.16666666666667,-3,2.16666666666667,4.66666666666667,3,-3.33333333333333,2.16666666666667,3.83333333333333,7.83333333333333,2.16666666666667,-1.83333333333333,3,-4.5,-1.33333333333333,0,-1.33333333333333,2.5,3.16666666666667,3.5,3.66666666666667,0.666666666666666,-3,2.66666666666667,-4.83333333333333,2.66666666666667,-2.5,1.83333333333333,4.83333333333333,2.66666666666667,1.5,2.66666666666667,0,-2.16666666666667,-1.16666666666667,-3.83333333333333,-2.66666666666667,-2.33333333333333,1.33333333333333,0.166666666666668,-3.66666666666667,-0.5,2.66666666666667,-1.16666666666667,-2.5,1,1,0.333333333333336,-1,-2.66666666666666,-6,0.666666666666668,3.33333333333334,1.83333333333334,4.16666666666667,-0.666666666666668,-0.166666666666668,7.5,-3.83333333333333,3.33333333333333,-1.33333333333333,6.5,-1.16666666666667,4,2.5,2.83333333333333,-3.5,0,0.166666666666668,1.16666666666667,-0.166666666666666,0,1.5,-1.66666666666667,1,2.66666666666667,-3.5,0.833333333333332,-0.666666666666668,5.16666666666667,-5.83333333333333,-5.16666666666667,1.33333333333333,-5.16666666666667,3.66666666666667,0.166666666666666,-3.33333333333333,-1.83333333333333,-2,6.16666666666667,0.5,2.5,0,1.83333333333333,1.83333333333333,1,4.83333333333333,2.5,1,-0.5,0.166666666666668,-2.66666666666667,-0.333333333333332,-1.83333333333333,-1.66666666666667,-3.66666666666667,3.5,0.166666666666668,-0.333333333333334,2],"p_value":0.816666666666667}}},{"id":"k2ties","method":"marginal rank","alternative":"less","contrast":[1,-1],"tau":0,"y_obs":[11,16,9,11,7,9,7,9,9,10,10,14,10,11,12,13,12,13,9,9,11,9,9,8],"alloc":[[1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,2,1,1],[2,2,1,1,1,1,2,1,2,2,2,1,1,2,2,1,2,2,2,1,1,1,1,2],[1,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,2,1,1,2,1,2,1,2,1,1,2,1,1,2,1,1,2,1,2,2,2,1,2],[2,2,1,2,1,2,1,2,1,2,2,2,1,1,1,1,2,2,2,2,1,1,1,1],[1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,2,2,2],[1,2,2,1,2,1,2,1,2,1,1,1,2,2,2,1,1,2,1,2,2,1,2,1],[2,1,1,2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,2,2,1,1],[1,1,1,2,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,1,1,1,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,2],[2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,1,1,2,1,1],[2,1,1,2,1,2,1,2,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,2],[1,2,2,2,2,1,2,2,1,1,2,1,1,2,2,2,1,2,1,1,1,2,1,1],[2,2,1,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,2],[1,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,1,2,1,2],[2,1,2,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,1,2,1,2,1,2],[1,2,1,2,1,2,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1],[2,1,2,2,2,1,1,1,2,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2],[1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,2,2,2,1,2,1,1,2],[2,1,1,2,1,2,1,2,1,1,1,1,1,2,2,2,1,2,2,2,1,1,2,2],[1,1,2,2,2,2,2,2,1,1,1,1,1,2,1,1,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1],[1,1,2,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,2,1,1,2,1,1,2,1,1,2,2,1],[1,2,2,1,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,1,1,2,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2],[2,1,2,1,2,1,2,1,2,1,1,1,2,1,1,2,2,2,2,2,2,1,1,1],[2,2,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,2,1],[2,1,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,2,2,1,2,1],[1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,2,1,2,2,2,1,1,1],[1,2,1,1,1,2,2,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2],[2,1,2,1,1,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,2,1,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,1,1,1,2],[1,1,2,2,2,2,2,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,2],[1,2,1,2,2,2,2,1,1,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2],[1,1,2,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,2,1,2,1,1,2],[2,2,1,2,2,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1],[2,2,1,1,2,1,1,2,1,2,1,1,1,2,2,1,2,1,2,2,1,2,2,1],[2,1,1,2,2,2,2,2,1,2,1,2,1,1,2,2,2,1,1,2,1,1,1,1],[2,2,2,1,2,1,1,2,2,1,2,1,2,1,2,2,1,1,2,1,2,1,1,1],[1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2],[1,1,2,1,2,1,1,1,2,1,2,2,2,2,2,1,2,2,1,2,1,1,1,2],[1,1,2,1,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,2,2,1],[1,2,1,2,1,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,2],[2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2],[2,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,2,1,2,1,1,2,2,2,2,2,1,1,2,1,2],[1,1,1,2,2,2,1,2,2,1,1,2,2,2,1,1,2,2,1,1,2,2,1,1],[2,1,1,2,2,2,1,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[1,1,2,1,1,2,2,1,2,1,1,1,1,2,2,2,2,2,2,1,1,1,2,2],[2,1,2,1,1,1,2,2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,1,1,2,1,2],[1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2,2,1,2,1,1,1,2,1],[1,2,2,2,1,1,1,1,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,2],[1,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,2,2,1,2,1],[1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,1,2,2,1,1,1,2,2],[2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,1],[2,1,1,1,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,1,2,2,1,1],[1,2,2,2,1,1,2,1,1,2,1,1,2,2,1,2,2,1,1,2,2,2,1,1],[1,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2],[1,1,1,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2,2,2,2,1,1],[2,1,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,2,1,2],[2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,2,2,2,1,1,1,1,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2],[2,1,2,2,1,1,2,2,1,1,1,1,2,2,2,2,1,1,2,2,1,1,2,1],[2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,1,2,2],[2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,1,1],[1,1,2,2,2,2,2,1,2,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1],[2,2,2,2,1,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2,2,2,1,1],[2,1,1,1,1,1,2,2,2,1,2,2,2,1,2,2,2,2,1,2,1,1,1,1],[1,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2],[1,1,1,2,1,1,2,2,2,2,1,1,2,1,2,2,1,1,2,2,2,2,1,1],[2,2,2,1,2,2,1,1,2,1,1,2,1,1,1,2,2,2,1,1,2,1,2,1],[2,1,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,1,2,2,2,2],[2,2,2,2,2,1,1,2,2,1,1,2,1,2,2,2,1,1,1,1,1,1,2,1],[2,2,1,1,1,2,2,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1],[1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,2,1,1,1,1,2,2,2,1],[2,1,2,1,2,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,1,2,1,2],[1,1,1,1,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,2,1,2],[1,2,1,1,2,2,1,2,2,1,1,2,1,2,2,2,2,1,1,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2],[1,2,2,1,1,2,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,1],[1,1,2,1,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,2,1,2,2,2],[1,2,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1],[2,2,1,1,1,2,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,1,2,2],[2,1,1,1,1,1,2,2,1,1,1,1,2,1,2,1,2,2,2,1,2,2,2,2],[2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,2,1,1,1,2],[2,1,1,2,1,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1],[2,1,1,2,1,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,2,2,1],[1,2,1,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,2,2,1,1,1],[2,2,1,2,2,1,1,1,2,2,2,1,1,2,1,1,2,1,2,1,2,2,1,1],[2,2,1,2,2,2,1,1,1,1,2,1,2,1,1,1,2,2,2,2,1,1,1,2],[1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1,2,1,2,1,2,1],[2,1,2,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,1,1,2,2,1,1,1,2,2,1,2,2,1,2,2,1,2],[2,2,1,1,2,2,1,2,1,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2],[2,1,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,2,1,1,2,2],[1,2,1,2,1,1,2,2,1,2,1,2,2,1,1,1,2,1,1,2,2,2,2,1],[1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,2,1,1,1,2,2,1,1,1],[1,2,2,2,2,1,2,2,2,1,2,1,1,1,2,1,1,1,2,1,1,2,2,1],[2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,2,2,2,1,2,2,1],[1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2],[2,2,2,1,2,1,1,1,2,2,2,1,1,2,1,2,1,1,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,2,1,1,1,2,1,1],[1,2,1,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2],[1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,2,1,2,2,1,1,1,2],[2,1,2,1,2,2,2,1,2,2,1,1,1,1,2,1,1,1,1,2,2,1,2,2],[1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,2],[2,2,1,2,2,1,2,2,1,2,2,1,2,1,1,1,1,1,1,1,2,2,2,1],[1,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,1,1,2],[2,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,1,2,1,2,2,1,1,2],[1,2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2],[2,2,2,2,2,1,2,1,2,2,1,1,1,2,1,1,2,1,1,2,2,1,1,1],[1,2,2,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,1,1,1,2,1,1],[2,2,2,1,2,1,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,2,1,2],[1,2,1,2,2,2,1,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,1,2],[2,2,2,1,1,2,1,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,1,2,1,1,2,1,2,1,1,1,2,2,2,2,2,1,1,2],[2,2,1,2,1,2,1,1,1,1,1,2,1,2,2,1,2,1,2,2,1,2,1,2],[2,1,2,2,1,2,1,2,1,2,2,1,2,1,1,1,1,1,1,2,1,2,2,2],[1,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,1,2],[2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1,2,1],[1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,2,2,2,2,1,1],[1,2,1,1,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2],[1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,1,2,1,1,1,2,2],[2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,2,2],[2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2],[2,1,1,1,2,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,2,1],[2,2,2,2,1,1,1,2,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1],[2,2,2,1,2,2,2,1,1,1,1,2,2,2,1,1,1,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,2],[2,1,2,1,2,1,1,2,2,2,2,1,1,2,2,2,1,2,1,2,1,1,1,1],[2,2,1,2,2,1,1,2,1,1,1,1,2,1,1,2,2,2,1,2,1,1,2,2],[2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,2,1,1,1,2,2,1,1,1],[2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,1,2],[2,2,1,2,1,1,2,1,2,2,1,2,2,2,1,1,2,2,1,1,1,1,1,2],[1,1,1,2,2,2,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,2,1],[2,2,1,2,2,2,2,1,1,2,1,2,1,1,1,2,1,1,1,2,1,2,1,2],[1,1,1,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,2,2,1],[1,1,1,2,1,2,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2,1],[2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,2,2,1,1,2,1,2,1],[2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2],[1,1,2,2,2,2,1,1,1,2,2,1,2,1,2,2,2,2,1,1,1,1,1,2],[2,2,1,1,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,2,2],[1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2,2,1,1,2,1,1,1],[1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,1],[2,1,1,2,2,1,1,1,2,2,2,1,2,1,2,1,2,2,1,1,1,1,2,2],[1,1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1],[1,2,1,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,2,2,2,1,1,1,2,1,2],[2,2,2,2,1,2,2,2,1,1,1,1,1,2,2,1,1,2,2,1,1,1,1,2],[2,2,1,2,1,1,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,1,2,2,2,1,1,1,2,2,2,2,1,1,1,2],[2,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,1,1,1,1,1,2,1,2],[2,2,1,2,2,2,1,1,2,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1],[2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,1],[1,1,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,1,2,1,1,2],[1,2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,2,2],[2,1,2,2,2,2,2,1,2,2,1,1,1,1,2,2,2,1,1,1,1,1,1,2],[1,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2],[2,1,1,2,2,1,1,1,1,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1],[1,2,2,2,1,1,2,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,2],[2,1,1,1,2,2,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,2,2,1],[1,1,1,1,2,2,2,2,1,1,2,2,2,1,1,1,2,2,1,1,2,2,2,1],[1,1,1,1,1,1,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,2],[1,1,1,2,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2],[2,2,1,2,1,1,1,2,2,2,1,2,2,1,1,1,1,2,1,1,2,2,2,1],[2,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,2,2,1,2,2,1,2,1],[1,1,1,2,1,1,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,2,1],[2,2,1,2,2,2,2,2,1,1,2,1,2,1,1,1,1,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,2,2,1,1,1,1,2,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,2,2,2,2,2],[2,1,1,2,2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,1,1,1],[2,2,1,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1,1,2,1],[1,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,2,2,1,2],[1,2,1,1,2,1,2,2,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,2],[2,1,1,1,2,1,2,2,1,1,2,2,1,2,2,2,1,1,1,2,2,2,1,1],[1,2,1,1,2,1,1,2,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2],[2,2,1,2,2,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,1,2,1,2],[1,1,2,1,2,1,1,2,2,2,2,2,1,2,1,2,1,2,1,1,1,2,2,1],[1,1,1,1,2,1,2,1,2,1,1,2,2,2,1,2,2,2,1,1,2,1,2,2],[2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,2,1,1,1,1,1,1,2,1,2,1,2,2,1,2],[2,2,1,2,2,1,1,2,1,1,1,2,2,2,1,1,2,2,2,1,2,1,1,1],[1,1,1,2,1,2,2,1,2,1,1,2,2,1,2,2,1,2,2,1,1,2,1,2],[2,1,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,1],[2,2,1,1,1,1,1,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,2,2],[2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,2,2,2,1,2,2,1,1,1],[2,2,1,1,2,1,2,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1],[2,1,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2],[1,1,2,1,2,1,2,1,1,1,2,2,1,2,2,2,2,2,2,2,1,1,1,1],[1,2,1,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2,2,2,1,1,1,2],[2,2,2,1,2,2,1,1,1,2,2,1,2,1,2,2,1,2,1,1,2,1,1,1],[1,1,1,1,2,2,1,2,2,2,2,1,1,1,2,1,2,2,1,2,1,1,2,2],[2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,1,1,2,2,2,1],[2,1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,2,1,1,1],[1,2,1,2,1,2,2,2,1,2,1,2,1,1,1,2,2,1,1,1,2,2,2,1],[2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,2,2,1,2,2],[1,2,1,2,2,1,1,1,1,1,2,2,2,1,2,1,1,2,1,2,2,2,2,1],[1,1,1,1,2,1,2,2,2,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2],[2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,1,1,2,2,2,1,1,2,2],[2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,2,1,1,1,1,2,2],[2,1,2,2,2,2,1,1,2,1,1,2,1,1,1,1,2,2,1,1,2,2,1,2],[1,2,1,1,1,1,1,2,1,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2],[1,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,2,1,2,1,1,2],[1,2,1,2,1,1,1,2,2,2,1,2,2,1,2,1,1,2,2,2,1,2,1,1],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,1,2],[1,1,1,1,1,2,1,2,1,1,2,2,2,2,2,2,2,1,1,2,1,2,1,2],[1,1,1,1,2,2,2,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2,1,2],[2,2,1,1,2,1,1,1,2,1,1,2,1,2,1,1,2,2,1,1,2,2,2,2],[2,2,1,1,2,2,2,2,1,1,2,1,2,1,2,1,1,1,2,1,1,1,2,2],[2,2,1,1,2,1,2,1,1,1,2,2,1,2,2,1,2,2,1,2,1,1,1,2],[2,1,2,2,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,2,1,1,2],[1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,1,2,2,2,1,2,2,1,1],[2,2,2,2,1,2,2,1,2,1,1,1,1,2,2,1,2,2,2,1,1,1,1,1],[2,1,1,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,1,2,1,1,2,2],[1,2,2,2,1,2,2,1,2,2,1,2,1,2,1,2,2,1,1,2,1,1,1,1],[2,1,1,2,1,2,2,2,1,2,2,2,1,1,2,2,1,1,2,1,1,1,1,2],[1,1,1,1,2,1,2,2,2,2,1,1,1,2,1,2,1,2,2,1,2,2,2,1],[2,1,1,2,2,1,2,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2],[1,1,2,2,2,2,1,2,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,2],[2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,1,1,2,2,1,2],[1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,1,2],[2,2,1,2,2,1,1,2,1,2,1,1,2,1,1,2,2,1,1,1,2,2,1,2],[1,2,1,1,2,1,2,2,1,2,2,2,1,1,1,2,1,2,2,2,1,2,1,1],[1,1,2,2,1,2,2,2,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1],[1,1,2,2,2,1,2,1,1,1,1,1,2,1,2,2,2,2,2,2,1,1,2,1],[2,2,1,2,1,2,1,2,2,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1],[2,1,1,2,1,1,2,2,2,2,2,2,1,1,2,1,1,1,2,2,1,2,1,1],[2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,1],[1,2,1,2,2,2,2,1,2,1,1,2,1,2,1,1,2,2,2,1,1,2,1,1],[1,2,1,1,1,1,2,1,2,1,2,2,2,2,1,1,2,1,1,2,2,1,2,2],[2,1,2,1,1,1,2,1,2,1,2,1,2,2,1,1,2,2,2,1,2,1,2,1],[2,1,2,2,1,1,2,2,2,1,1,1,2,2,1,2,1,2,2,1,1,1,1,2],[2,1,2,1,2,2,2,1,2,1,2,2,1,2,1,2,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,2],[1,2,2,2,2,1,1,2,2,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2],[1,2,1,2,1,1,1,1,2,1,2,2,1,1,2,1,2,1,2,1,2,2,2,2],[1,2,1,2,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2,1,2,1,2],[1,2,2,1,1,2,1,1,2,2,1,1,2,2,2,1,2,2,2,1,2,1,1,1],[1,1,1,1,1,2,1,1,2,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2],[2,1,2,2,1,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1],[2,2,1,1,1,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,2,2,1],[2,1,1,1,2,1,2,1,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2],[1,2,1,2,1,2,2,2,1,1,1,2,1,1,1,2,2,2,2,1,2,1,1,2],[1,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,1,1,2,2,1,1,1,1],[1,2,1,2,2,1,1,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,2,1],[2,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,2,2],[1,1,2,2,1,1,1,1,1,2,1,2,2,1,1,2,2,2,2,2,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,1,2,2,1,2,1,2,1,2,1,2,2,1,1],[2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,2,2],[1,1,2,2,2,2,1,2,1,1,1,1,2,1,1,2,2,2,1,1,1,2,2,2],[2,1,2,1,1,2,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[2,2,1,1,2,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,1,1,1,1],[1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,2,1,2],[1,1,1,2,2,2,2,1,2,2,1,2,2,2,2,1,1,2,1,1,1,1,2,1],[2,1,1,2,2,1,1,1,2,2,1,1,1,1,2,2,2,2,1,2,1,1,2,2],[1,1,1,1,2,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2],[2,1,1,2,2,2,1,1,2,1,2,2,2,2,2,1,2,1,1,1,1,1,1,2],[2,2,1,2,1,2,1,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1],[1,1,1,2,2,2,1,1,2,1,1,1,2,2,1,1,2,1,2,2,2,1,2,2],[2,2,2,1,1,2,1,1,2,2,1,1,1,1,1,1,2,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,2,2,1,2,2],[2,2,1,1,1,1,1,1,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,1],[1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,2,2],[2,2,1,1,2,2,1,1,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2],[2,1,1,1,1,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,2,1,2],[1,1,1,2,2,2,1,2,2,1,2,1,1,2,1,1,1,2,2,2,1,2,1,2],[1,1,2,1,2,1,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,2,1],[2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,1,1,1,1,2,1,1,2],[1,1,1,2,2,1,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2],[1,1,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,1,2,2,2,1,2,2],[2,2,2,1,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,2,2,2],[1,2,1,2,1,1,2,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1],[1,1,1,2,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,1,2,2,1,2],[2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,1,2,2,1,1,1,1,1],[1,2,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,2,2,2,2,1,2],[1,2,1,1,2,1,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1],[2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,2,2],[1,2,2,2,1,1,1,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,1],[2,2,1,2,1,2,1,2,2,2,2,1,2,1,1,1,1,2,2,1,2,1,1,1],[1,1,1,1,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,1,2,1],[2,1,1,2,1,2,1,2,2,2,2,1,2,2,1,1,2,1,1,2,1,1,2,1],[1,2,1,2,1,2,2,2,1,2,2,1,1,1,2,1,1,2,2,1,2,1,1,2],[1,1,2,1,2,1,2,1,2,1,1,1,1,2,2,2,1,2,1,2,2,1,2,2],[2,1,2,1,1,2,1,2,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2],[2,2,1,1,2,2,1,1,2,1,1,1,2,1,1,1,2,2,1,2,2,2,1,2],[2,1,2,1,1,2,2,2,2,2,1,2,2,1,2,1,1,2,1,2,1,1,1,1],[1,2,1,1,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,2,2,2,1,2],[1,1,2,1,1,1,1,2,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2],[1,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,2,2,1,2],[2,1,1,2,1,2,1,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,2,2],[1,1,1,2,2,1,1,1,2,2,2,2,1,1,2,2,1,2,1,2,1,2,2,1]],"result":{"value":{"test_stat_obs":-3.08333333333333,"test_stat_iter":[-3.08333333333333,-2.16666666666667,-4.08333333333333,0.0833333333333321,-4.5,1.5,1,-2.83333333333333,0.75,-3.33333333333333,2.41666666666667,-0.666666666666666,3,-1.33333333333333,-2.75,-2.75,2.91666666666667,-2.33333333333333,-0.916666666666668,-3.58333333333333,-0.416666666666666,6.25,-0.833333333333332,0.333333333333332,4.41666666666667,-0.333333333333332,-1.66666666666667,1.41666666666667,0.583333333333332,2.33333333333333,3,2.58333333333333,0.916666666666668,3.25,5.41666666666667,-0.0833333333333321,1.66666666666667,-3.33333333333333,-4.08333333333333,0.333333333333334,-0.833333333333334,-0.916666666666668,4.75,-0.5,7.83333333333333,0.166666666666666,-6.08333333333333,-4.25,-1.16666666666667,-1.91666666666667,-1.33333333333333,1.5,1.58333333333333,3.5,-0.0833333333333321,1.83333333333333,1.75,-1,5.08333333333333,-4.5,-2.75,-2.41666666666667,4,-0.75,-0.416666666666668,-4.58333333333333,0.916666666666668,1.25,-2.83333333333334,-2.16666666666667,2.83333333333334,-2.58333333333333,-3.58333333333333,0.25,1.83333333333333,-4,3.5,-3.16666666666667,-2.08333333333333,2.83333333333334,-0.5,3,-1.41666666666667,4,-0.833333333333334,1.91666666666667,-5.91666666666667,-0.333333333333332,1.5,-3.5,-0.75,2.66666666666667,0.416666666666668,-1.58333333333333,-0.166666666666668,0.333333333333332,3.83333333333333,1.25,2.25,0.833333333333332,-1.16666666666667,1,4.83333333333333,-1.58333333333333,4.83333333333333,1.08333333333333,-4.58333333333333,1.16666666666667,-2.58333333333334,6.83333333333333,1.75,2,-1.75,1.41666666666667,0.416666666666666,0.333333333333332,-1.41666666666667,-1.33333333333333,-1.83333333333333,-4,2.58333333333333,-3.08333333333334,5,2.75,-3.33333333333333,-2.91666666666667,1.66666666666667,3.5,2.08333333333333,-1.33333333333334,3.16666666666666,-4.83333333333333,3.5,1.83333333333333,-0.5,-1.58333333333333,-2.66666666666667,-1.25,-4.25,2.25,1.16666666666667,1.33333333333333,-1.08333333333333,-3.5,-3.33333333333333,-1.16666666666667,-0.166666666666666,-4.16666666666667,-0.166666666666668,-0.333333333333332,2.33333333333333,1.08333333333333,-0.833333333333332,0.166666666666668,-5.5,-3.75,1.75,-1.83333333333333,-1.25,3.83333333333333,2.58333333333333,2.5,3.08333333333333,-1.75,0.75,1.66666666666667,1.75,4.08333333333333,4.83333333333333,-4,1.25,-4,2.08333333333333,-3.66666666666666,1.41666666666667,-4.25,-1.25,0.75,4.75,-0.333333333333332,-1,-0.333333333333332,0.416666666666666,-0.416666666666668,1.5,4.08333333333333,-5.58333333333333,0.0833333333333321,-2.33333333333333,0.333333333333334,-2.91666666666667,2.41666666666667,3.58333333333333,-1.66666666666667,-3.33333333333333,-4.16666666666667,3.58333333333333,-1.58333333333333,-4,-7.41666666666667,-2.58333333333333,2.58333333333333,-3.5,5.75,2,0.0833333333333321,0.333333333333332,-2.25,-2.91666666666667,-3,-3.16666666666667,-1.5,2.5,-2.41666666666667,4.66666666666667,-2.83333333333333,2.08333333333333,-1.41666666666667,-3.91666666666667,-2.58333333333333,-1.16666666666667,-2.58333333333333,0,3.41666666666667,1.25,3,2.08333333333333,2.08333333333333,-1.66666666666667,0.166666666666668,3.08333333333333,0.916666666666668,-3.33333333333333,1.58333333333333,2.5,-0.666666666666668,-0.416666666666668,0.333333333333332,1.66666666666667,3.16666666666667,6,0.166666666666668,-2.5,-1.58333333333334,-3.91666666666667,1.08333333333333,-0.5,-7.33333333333333,4.08333333333333,-3.25,1,-5.16666666666667,1.16666666666667,-4.08333333333333,-2.25,-2.58333333333334,2.66666666666667,-0.333333333333332,0.666666666666668,-1.66666666666667,0.416666666666668,0.25,-0.833333333333332,1.75,-1.16666666666667,-1.66666666666667,4.33333333333333,-1,0.666666666666668,-4,5.91666666666667,4.75,-2.41666666666667,5.5,-2.75,0.333333333333334,4.5,2.5,1.66666666666667,-6.08333333333333,-1.5,-2.5,-0.333333333333334,-1.25,-2.58333333333333,-0.833333333333332,-4.5,-2.33333333333333,-0.0833333333333321,0.75,-0.166666666666668,3.08333333333333,0.166666666666668,0.75,0.75,3.25,-3,0,0.0833333333333339,-1.58333333333333],"p_value":0.16}}},{"id":"k3","method":"marginal rank","alternative":"less","contrast":[1,-1,0],"tau":0,"y_obs":[10.0558421898726,14.2566151230804,10.4958852179094,9.45808510923118,8.85720625735963,7.01457559239264,5.56722973572787,7.84250833217401,10.9491359665539,11.88892977457,8.42526216164669,11.7657675190331,9.89788616424359,12.4855584377417,10.2208644108439,14.8068288777866,10.2989963238589,12.8577681636584,7.4518277726976,8.55906060118559,10.0809349625681,7.43001178122721,8.86812415888323,9.25789984817503],"alloc":[[3,1,2,1,2,1,1,1,2,2,1,3,1,2,3,2,3,2,3,3,3,1,3,2],[1,2,2,1,2,1,3,3,2,3,1,2,2,3,2,1,2,3,3,1,1,3,1,3],[3,1,3,2,2,2,3,2,1,2,3,3,2,1,3,1,1,2,1,1,3,3,1,2],[2,1,3,2,2,3,3,1,1,3,1,2,3,2,2,1,3,2,3,1,3,1,2,1],[1,3,2,3,1,1,1,2,2,2,2,1,1,2,3,3,3,3,3,1,2,1,2,3],[1,3,3,2,1,2,1,3,3,1,3,1,1,2,2,1,2,3,2,2,3,3,1,2],[2,1,3,2,2,3,3,2,1,3,1,1,3,2,2,3,2,1,1,2,1,3,3,1],[1,2,3,1,1,2,2,1,2,2,1,3,3,1,3,3,1,3,3,3,1,2,2,2],[2,3,1,2,2,3,3,2,1,3,3,1,1,3,1,2,3,1,1,3,1,2,2,2],[3,2,1,3,2,1,1,2,1,1,3,1,3,2,3,2,3,3,2,2,2,3,1,1],[2,3,1,3,1,3,3,1,3,2,2,1,2,1,3,3,2,2,1,1,3,2,2,1],[3,3,1,1,3,3,3,1,1,2,2,2,2,3,1,2,2,1,3,1,1,3,2,2],[1,1,3,3,2,3,2,2,1,3,1,1,2,3,3,1,2,2,1,2,1,3,3,2],[2,3,2,3,1,2,3,2,1,1,2,1,2,1,2,2,1,3,3,3,3,3,1,1],[3,3,3,3,2,2,1,2,2,3,3,2,1,3,2,2,2,1,1,3,1,1,1,1],[3,2,2,2,2,3,2,1,1,1,3,1,1,2,2,1,3,3,2,3,1,3,1,3],[3,1,3,2,2,3,1,1,3,1,1,3,1,3,2,2,2,3,3,1,1,2,2,2],[1,1,1,2,3,3,3,1,3,3,2,2,2,1,1,1,2,3,1,2,3,2,3,2],[3,3,2,3,3,3,2,1,2,1,1,3,1,1,1,1,2,1,2,3,2,2,3,2],[2,1,3,1,2,1,1,1,3,2,2,2,3,2,3,1,3,1,1,3,2,2,3,3],[1,3,1,3,3,2,3,2,2,3,2,1,2,1,2,1,3,3,1,1,2,2,1,3],[1,1,2,2,3,1,2,1,1,2,2,2,2,1,3,1,3,3,2,3,3,3,3,1],[1,2,2,3,2,3,1,2,3,2,1,3,1,2,1,3,3,3,1,2,2,1,1,3],[1,3,2,2,3,1,2,1,2,1,2,1,2,2,3,3,3,1,3,3,1,3,2,1],[3,1,3,3,3,2,1,2,3,3,1,1,1,2,1,2,1,2,3,2,2,3,1,2],[2,3,2,1,2,1,1,2,1,1,1,3,3,2,3,2,3,3,3,2,3,1,1,2],[2,2,3,3,1,1,3,3,2,1,3,3,2,1,1,1,2,2,1,2,3,2,1,3],[2,2,1,1,3,2,3,2,1,3,1,2,2,1,3,3,2,3,3,1,1,2,1,3],[3,3,2,1,1,1,3,3,3,2,2,1,2,2,1,1,1,3,2,2,1,3,3,2],[1,1,3,1,3,2,3,2,2,1,1,1,1,3,3,2,3,1,2,2,3,2,2,3],[2,1,1,3,2,1,3,1,3,3,3,3,2,2,3,1,1,2,1,2,2,2,3,1],[2,1,2,3,1,1,3,3,1,1,2,2,3,1,1,2,2,3,1,2,3,3,2,3],[2,2,3,1,2,3,2,3,3,1,2,2,2,1,1,3,1,3,1,3,1,1,2,3],[1,3,1,2,1,3,2,3,1,3,1,3,3,2,2,3,3,1,2,2,1,2,1,2],[2,3,2,1,3,2,2,2,1,3,1,2,1,1,1,1,3,2,1,3,2,3,3,3],[1,2,2,2,3,1,3,2,1,3,1,2,2,3,3,2,3,3,1,2,3,1,1,1],[3,3,2,1,2,1,1,1,3,3,1,1,2,1,2,2,3,3,2,3,1,2,3,2],[1,3,3,2,1,1,2,2,2,2,3,1,3,2,1,3,2,2,1,1,1,3,3,3],[2,3,3,3,2,1,2,2,1,1,2,1,2,1,1,3,1,3,1,2,2,3,3,3],[2,2,1,3,2,1,2,1,3,1,2,3,1,2,2,3,2,3,1,1,3,1,3,3],[1,3,1,3,1,3,2,2,3,1,1,3,1,2,3,1,3,2,2,2,2,3,2,1],[3,1,2,1,3,3,2,1,2,1,2,2,1,3,1,3,1,3,2,2,1,3,2,3],[2,1,3,2,3,3,1,2,3,2,2,1,3,2,3,1,2,3,3,1,1,1,2,1],[2,2,1,3,1,1,1,3,1,2,2,1,2,2,2,1,3,2,3,3,3,3,1,3],[1,3,3,1,2,2,1,1,2,1,1,2,2,2,3,1,3,3,3,2,2,3,3,1],[1,3,1,2,2,2,3,2,3,1,2,2,3,2,2,3,1,3,1,1,1,3,3,1],[1,2,1,1,3,2,2,1,3,2,3,3,2,2,3,1,2,3,3,1,1,1,3,2],[1,1,3,1,2,2,3,1,3,2,3,2,3,1,2,2,1,3,1,3,2,3,1,2],[1,1,2,1,3,2,1,1,2,2,3,3,3,1,3,3,3,2,1,2,2,1,2,3],[1,2,2,2,1,1,3,1,3,2,1,2,3,1,2,2,2,3,3,3,1,3,3,1],[2,3,2,2,3,2,3,1,2,1,2,1,1,3,1,1,3,3,3,1,1,2,3,2],[2,1,1,2,1,2,2,3,3,2,3,3,3,1,2,3,2,2,1,3,1,1,1,3],[1,3,3,1,1,2,3,1,2,2,2,1,1,2,1,1,2,3,3,2,2,3,3,3],[3,3,2,3,2,1,1,3,3,2,3,2,2,1,1,1,1,2,1,3,3,2,2,1],[1,2,2,2,3,1,2,1,2,1,3,3,3,2,3,1,3,1,2,3,3,1,1,2],[1,1,1,3,2,3,2,3,2,2,3,1,2,3,3,1,1,1,3,2,2,3,2,1],[3,3,3,1,3,2,2,3,2,1,2,1,2,1,1,3,3,3,2,2,1,1,2,1],[1,1,2,1,3,2,3,2,3,3,1,1,1,3,2,2,2,1,3,3,2,1,3,2],[1,2,2,1,3,3,3,3,1,1,1,3,1,2,2,2,1,3,2,3,1,3,2,2],[2,3,2,3,3,2,1,2,2,3,3,2,3,3,1,1,1,1,2,2,1,1,3,1],[3,2,1,3,2,1,2,1,2,1,1,2,1,3,3,1,2,2,3,1,2,3,3,3],[1,1,1,1,3,3,3,1,2,3,1,3,2,3,3,2,2,2,2,2,3,2,1,1],[3,1,3,3,1,2,2,1,1,2,2,3,2,1,1,3,3,2,2,1,3,2,1,3],[1,2,2,3,3,3,1,3,2,2,3,3,1,3,2,1,1,3,1,1,1,2,2,2],[1,1,3,1,2,2,1,2,3,2,2,1,1,1,2,3,2,3,3,3,2,3,1,3],[1,2,3,3,3,1,3,1,1,2,2,1,3,3,2,2,2,2,1,3,1,1,3,2],[1,2,2,1,1,3,2,3,2,3,1,2,3,1,2,1,2,2,1,1,3,3,3,3],[3,3,2,2,1,1,1,1,2,3,1,3,2,3,3,1,2,2,3,2,1,3,2,1],[2,2,1,3,3,3,3,3,3,2,2,1,2,2,1,1,3,1,2,2,1,1,3,1],[3,3,3,2,2,2,3,1,1,2,2,3,1,1,2,1,3,2,3,1,1,2,1,3],[1,3,1,2,1,1,3,3,1,2,3,2,3,2,3,2,2,2,1,3,3,1,1,2],[3,1,1,2,2,1,3,2,1,1,3,3,2,2,2,3,2,3,3,3,2,1,1,1],[3,1,3,3,2,2,1,3,2,3,1,3,2,1,1,2,2,1,2,1,1,2,3,3],[1,3,1,2,2,3,3,1,2,2,2,1,2,3,1,2,3,1,3,2,1,3,1,3],[1,2,1,3,1,2,3,1,3,1,2,2,1,3,3,1,2,3,3,2,1,3,2,2],[1,1,3,1,1,1,2,3,2,3,3,3,2,3,2,2,1,3,2,1,2,1,3,2],[3,1,3,3,2,2,3,1,2,1,1,3,2,3,2,1,1,1,1,2,2,3,2,3],[1,3,3,2,1,3,3,2,1,2,3,3,1,1,2,1,3,2,1,1,2,3,2,2],[2,1,1,3,2,2,2,3,3,3,2,3,3,1,1,2,1,1,3,2,1,2,3,1],[2,1,1,3,3,1,2,2,3,3,1,3,2,1,2,2,1,3,3,1,3,2,1,2],[2,3,1,2,3,3,1,1,2,2,3,1,3,1,2,2,2,1,3,3,3,1,1,2],[2,3,1,3,1,2,2,2,3,2,3,2,3,1,2,3,2,3,1,1,1,1,1,3],[2,2,3,1,3,1,3,2,1,2,2,1,3,2,2,1,3,3,3,3,1,2,1,1],[2,2,1,1,2,3,1,3,3,2,3,1,1,2,1,1,1,3,3,2,2,3,2,3],[2,1,3,3,2,2,2,1,3,1,3,1,1,3,2,2,1,3,1,2,2,3,3,1],[2,1,3,2,3,3,3,2,3,2,3,2,1,2,2,1,1,1,3,1,1,1,3,2],[3,1,1,2,1,1,2,3,3,2,1,1,3,1,2,3,2,3,2,1,2,3,2,3],[3,2,2,3,1,1,3,3,1,2,1,3,3,2,2,1,1,3,2,2,1,1,2,3],[1,3,1,2,2,1,2,3,1,2,1,3,3,1,3,1,3,2,2,1,2,3,2,3],[3,2,3,1,1,1,2,2,2,1,2,3,3,1,1,3,3,3,2,3,2,2,1,1],[3,2,2,2,3,1,3,3,1,1,1,1,3,3,2,2,1,1,1,2,3,2,2,3],[1,3,3,1,3,3,1,2,2,2,1,1,3,3,1,2,1,2,2,2,1,3,2,3],[1,2,3,1,2,1,2,2,3,3,2,2,1,1,3,1,2,3,3,3,1,1,3,2],[3,3,2,1,3,3,2,1,2,1,1,2,1,2,1,2,2,3,2,3,1,1,3,3],[2,1,1,2,3,1,3,1,2,2,1,1,3,2,3,1,1,2,2,2,3,3,3,3],[2,3,1,3,2,2,2,2,1,2,3,3,1,2,1,1,1,1,1,2,3,3,3,3],[1,2,3,3,3,3,1,2,3,2,1,2,2,1,1,2,3,1,3,1,3,1,2,2],[2,3,3,1,1,1,1,2,3,2,3,1,3,1,3,3,2,2,1,1,2,2,2,3],[3,1,1,3,3,3,1,1,2,3,2,2,1,1,1,2,2,3,3,2,1,3,2,2],[2,1,3,3,2,1,3,2,1,3,2,1,1,2,2,3,2,2,3,1,1,3,1,3],[2,3,1,1,1,1,3,3,1,3,1,2,2,2,1,2,3,3,2,3,2,3,1,2],[3,2,3,3,3,3,3,2,3,1,1,1,2,2,1,1,2,2,1,2,1,3,1,2],[2,1,3,2,1,2,3,3,1,1,2,1,2,1,3,2,3,2,3,1,3,3,2,1],[3,2,2,1,2,1,1,2,1,3,1,1,3,1,3,3,3,2,3,2,2,3,2,1],[1,3,3,1,3,1,1,1,1,2,2,3,2,2,2,2,3,1,2,3,3,2,3,1],[1,1,1,1,3,1,3,1,2,2,3,2,2,2,3,3,1,3,1,3,2,3,2,2],[1,2,2,3,2,3,1,2,3,2,3,2,1,2,1,1,1,3,3,1,1,3,3,2],[2,2,1,3,2,1,2,1,1,3,1,3,2,3,2,2,3,3,3,2,1,3,1,1],[2,1,3,1,2,2,2,3,1,1,1,1,3,2,2,3,3,1,2,1,3,3,3,2],[1,3,1,3,1,1,2,2,2,1,2,3,3,1,3,3,2,2,2,3,1,2,1,3],[1,2,1,2,2,3,1,2,3,1,1,2,2,3,2,3,1,3,1,2,3,1,3,3],[1,3,2,3,3,3,3,3,1,2,1,2,1,2,2,2,1,3,1,2,1,1,3,2],[1,3,3,1,2,1,1,1,3,3,1,2,2,3,1,2,3,3,2,2,3,1,2,2],[1,1,2,3,1,3,1,3,3,3,2,2,3,1,2,1,3,1,2,2,2,1,3,2],[2,2,2,2,2,3,3,3,1,1,3,3,2,2,3,3,2,1,3,1,1,1,1,1],[3,2,3,3,3,2,3,1,1,2,1,2,2,2,1,1,3,1,1,2,2,1,3,3],[2,1,1,1,3,2,2,1,3,1,3,2,2,1,2,3,3,3,2,1,3,1,2,3],[2,3,3,2,1,1,3,1,2,1,3,2,1,1,2,1,2,2,1,3,2,3,3,3],[2,2,1,1,2,3,3,3,1,1,2,2,1,3,2,1,1,3,1,2,3,2,3,3],[3,1,3,2,1,1,3,1,3,2,3,3,3,1,2,1,2,1,2,2,3,2,1,2],[2,3,1,1,1,1,1,2,2,1,1,1,3,3,2,3,3,2,2,3,2,3,3,2],[1,2,1,1,3,2,1,3,1,3,2,2,3,2,3,3,3,2,1,2,1,1,2,3],[2,3,2,1,2,3,1,3,1,2,3,2,1,2,1,3,1,3,1,1,2,3,3,2],[1,3,3,3,1,1,2,2,2,1,1,1,3,3,1,3,2,2,1,3,2,2,2,3],[1,1,1,3,3,1,1,2,2,2,3,3,1,2,2,1,2,3,3,2,3,2,3,1],[2,1,2,1,3,1,1,3,3,2,3,2,3,3,3,2,1,1,1,1,2,2,3,2],[2,1,1,2,1,1,3,2,3,1,2,1,3,1,2,3,3,3,2,1,2,2,3,3],[1,1,2,3,1,3,3,3,2,2,3,2,2,3,1,1,2,2,3,1,1,2,1,3],[3,1,1,2,2,2,1,3,1,3,1,3,3,1,1,2,3,3,2,3,1,2,2,2],[3,1,2,3,3,1,3,2,1,1,3,3,2,1,1,2,3,2,3,2,1,1,2,2],[1,2,1,3,2,2,1,3,1,2,3,2,1,3,2,3,2,3,3,1,3,1,2,1],[2,3,3,3,2,1,1,1,3,1,1,3,2,3,2,3,2,2,2,1,1,1,3,2],[3,3,2,1,1,1,1,1,2,2,2,3,2,3,2,2,3,1,1,3,1,2,3,3],[3,3,1,3,1,2,3,3,2,1,2,1,2,3,1,1,1,2,3,2,2,1,3,2],[2,3,3,2,1,1,3,3,2,1,1,3,3,1,2,2,2,3,3,1,1,2,1,2],[3,3,2,2,1,2,1,2,1,3,3,3,1,3,1,1,2,2,3,1,2,3,2,1],[1,3,3,2,1,2,3,1,2,1,2,1,3,3,2,3,1,2,3,2,3,2,1,1],[1,3,3,3,2,1,2,1,3,3,1,2,1,2,1,1,2,3,1,3,2,2,2,3],[1,1,3,1,3,1,2,1,3,3,3,2,2,1,2,2,3,3,1,2,2,3,1,2],[2,3,2,2,1,1,1,3,1,2,3,1,1,3,2,3,1,2,2,3,2,1,3,3],[1,1,3,2,3,1,2,3,3,1,1,3,2,2,3,2,1,1,2,2,3,3,2,1],[1,3,1,1,3,3,2,2,3,2,1,1,2,2,2,3,2,3,3,1,3,1,1,2],[2,2,2,3,3,2,1,1,3,1,1,3,2,3,3,2,1,2,1,1,2,3,1,3],[2,2,2,1,1,2,2,1,3,3,3,2,1,3,2,3,2,1,3,1,1,3,1,3],[3,2,1,2,1,1,2,3,2,3,1,2,2,3,1,3,1,3,1,2,2,3,1,3],[3,1,3,1,1,2,1,2,2,2,2,3,1,1,3,3,3,2,3,1,3,2,2,1],[2,1,2,1,2,3,3,2,1,2,2,1,1,2,3,1,3,1,3,1,3,3,2,3],[2,2,2,3,2,1,1,2,1,3,3,3,2,3,1,3,1,1,2,3,3,1,1,2],[2,3,2,2,1,2,3,1,3,3,2,1,1,2,1,3,1,1,2,2,1,3,3,3],[1,2,3,2,1,3,3,1,2,2,1,1,3,2,1,3,3,1,2,3,3,2,2,1],[1,3,1,2,1,2,1,3,2,2,2,3,1,1,3,2,1,3,2,1,2,3,3,3],[3,1,1,3,2,1,3,3,1,1,1,1,3,2,2,1,2,2,3,2,2,2,3,3],[3,2,1,1,2,2,3,3,2,2,1,1,3,3,3,3,1,2,1,2,1,3,2,1],[3,1,2,2,1,1,1,3,3,1,1,3,2,3,2,3,2,3,2,2,2,1,1,3],[3,1,2,2,2,2,1,3,1,2,3,1,1,3,2,3,3,2,2,1,3,1,1,3],[2,3,2,2,1,3,2,1,3,1,3,3,3,2,2,2,1,3,1,1,2,1,3,1],[3,2,3,3,2,1,2,3,2,1,3,1,1,2,3,3,1,1,3,1,2,2,1,2],[2,3,3,3,1,1,2,3,3,2,3,1,2,3,2,1,1,1,3,2,1,1,2,2],[1,3,1,1,2,2,2,3,2,1,2,2,1,3,3,1,3,2,3,1,3,2,1,3],[3,1,2,3,3,3,1,1,2,1,3,2,1,3,2,3,2,2,1,3,1,1,2,2],[2,3,1,1,1,2,1,3,2,2,1,3,2,2,3,3,2,1,1,3,2,3,3,1],[1,3,3,1,2,1,2,3,2,3,2,1,3,2,1,2,1,1,1,3,2,2,3,3],[2,3,3,1,1,1,3,1,1,2,3,2,2,3,2,1,2,3,3,3,2,1,2,1],[2,3,3,2,3,3,3,3,1,1,2,3,1,2,1,1,2,1,2,1,2,2,3,1],[1,1,1,1,3,3,2,3,2,2,2,1,1,2,3,3,2,1,3,2,1,3,3,2],[3,1,1,1,3,2,3,2,3,1,3,2,3,2,3,2,1,1,2,1,1,2,2,3],[3,1,2,1,3,1,1,2,3,2,2,1,2,1,1,3,3,2,2,3,2,3,3,1],[2,2,3,2,2,3,1,1,3,3,2,1,1,2,3,1,3,2,2,1,3,1,3,1],[1,3,1,2,1,2,2,2,2,1,1,3,1,2,3,3,2,3,1,2,3,1,3,3],[2,1,1,1,3,2,2,1,2,3,3,3,2,3,2,1,1,1,2,3,1,3,3,2],[3,3,1,1,2,1,3,2,3,2,2,2,2,1,2,1,3,3,1,3,1,3,1,2],[2,3,2,2,3,2,2,1,1,2,1,3,3,2,3,1,1,1,3,2,1,1,3,3],[3,1,2,3,3,1,2,1,2,3,1,3,2,1,1,2,1,3,2,3,2,3,2,1],[1,1,3,3,3,2,1,3,1,3,3,2,1,3,1,1,2,2,2,1,3,2,2,2],[2,3,2,3,2,2,2,3,1,2,3,1,3,1,1,1,1,1,3,1,2,3,3,2],[1,3,1,3,2,2,2,1,3,1,1,1,3,3,2,3,2,1,1,2,3,3,2,2],[2,3,1,2,3,2,1,1,2,2,2,1,2,1,3,3,3,1,3,3,1,2,1,3],[3,2,2,3,3,2,1,1,1,1,2,3,1,2,3,1,2,1,2,2,1,3,3,3],[2,3,3,2,3,3,3,2,1,1,1,2,1,2,1,2,3,1,2,3,1,1,3,2],[3,2,3,2,3,3,2,2,1,3,1,2,2,3,2,1,1,1,3,2,3,1,1,1],[1,2,3,1,1,3,3,3,1,2,3,1,2,3,2,2,3,3,1,2,2,1,2,1],[2,3,3,1,2,3,2,1,3,3,2,1,2,2,3,1,1,2,1,3,1,2,3,1],[3,2,1,2,3,3,1,2,2,1,3,1,1,3,3,3,1,1,1,2,2,3,2,2],[3,2,2,1,1,2,1,1,1,3,3,2,3,3,3,1,2,2,3,3,1,1,2,2],[1,1,1,3,3,2,2,2,2,2,1,1,1,3,3,1,3,3,3,1,2,3,2,2],[2,1,2,3,1,1,1,2,3,2,3,2,1,3,1,1,3,3,3,2,1,3,2,2],[2,1,1,1,1,1,2,1,1,2,3,2,3,2,2,1,3,2,3,3,3,3,3,2],[1,3,3,1,3,2,1,1,2,3,2,3,2,1,3,1,2,3,3,1,2,1,2,2],[3,2,1,2,3,3,3,1,1,2,1,2,1,2,3,3,3,1,1,3,1,2,2,2],[1,1,2,3,1,1,3,3,2,3,2,1,1,1,2,3,2,2,2,3,2,3,3,1],[1,1,1,3,2,3,3,3,2,1,2,3,2,1,1,3,2,3,2,1,1,2,3,2],[1,2,3,1,1,2,3,2,1,3,2,2,2,2,3,1,2,1,1,3,3,1,3,3],[3,1,2,2,2,3,1,3,1,3,2,3,3,2,1,2,3,2,2,1,1,1,1,3],[1,3,2,2,2,1,2,1,3,3,3,1,2,2,3,1,2,3,3,1,1,2,3,1],[2,2,1,1,3,3,2,3,1,1,3,1,3,3,2,2,2,1,2,3,2,1,3,1],[1,1,1,1,1,2,1,3,3,1,3,3,3,3,2,1,2,2,3,2,2,2,3,2],[2,1,3,3,2,3,3,3,1,2,1,3,2,2,2,1,3,1,1,1,1,2,2,3],[3,1,1,3,2,2,2,1,2,1,2,3,2,3,1,3,2,1,3,2,3,1,3,1],[2,2,2,1,1,1,1,3,3,3,1,3,2,2,3,3,3,1,1,3,2,2,1,2],[3,3,3,1,2,3,1,1,2,3,1,2,2,2,1,3,1,1,1,3,2,3,2,2],[2,3,2,1,2,2,2,1,1,1,3,2,1,3,3,1,1,3,1,3,3,3,2,2],[3,2,1,2,1,3,1,2,1,3,3,3,1,1,2,3,2,2,1,1,2,2,3,3],[1,2,3,1,1,2,3,3,1,3,3,2,3,2,1,2,2,3,2,3,1,1,2,1],[3,2,3,1,3,3,2,1,1,3,3,1,1,2,1,3,1,2,2,2,2,1,3,2],[1,1,1,3,3,1,2,3,2,1,3,2,3,1,2,2,2,2,1,3,1,2,3,3],[3,3,2,1,2,3,1,1,1,1,3,2,2,2,1,3,2,1,3,3,2,3,2,1],[3,1,1,1,2,3,3,1,3,3,3,3,2,2,1,2,3,1,2,2,1,1,2,2],[2,2,3,2,1,3,2,2,2,1,3,1,2,3,1,1,3,3,1,1,3,1,2,3],[3,1,2,3,1,2,3,2,1,3,3,2,3,1,3,2,1,3,1,1,2,2,2,1],[3,1,3,1,2,2,3,1,1,2,3,1,2,2,2,3,3,1,1,3,3,2,1,2],[3,3,1,3,1,1,2,2,3,2,3,1,3,3,1,2,2,1,2,2,1,1,2,3],[3,3,3,2,1,3,2,1,3,2,2,1,2,2,1,3,3,1,2,3,1,1,1,2],[2,1,1,1,3,3,2,3,3,2,2,3,1,1,2,1,1,3,2,1,2,3,2,3],[1,3,3,1,1,2,2,1,1,2,3,1,2,3,1,1,3,2,2,3,2,2,3,3],[2,2,2,2,1,1,3,3,1,3,2,1,1,3,3,3,2,3,3,2,1,1,2,1],[2,2,2,1,1,3,1,3,1,1,3,3,1,1,3,3,2,3,2,3,2,1,2,2],[2,2,2,2,1,2,1,1,3,1,3,3,1,3,3,3,1,3,2,1,2,1,3,2],[3,3,3,1,3,1,1,3,2,2,3,1,3,2,1,2,2,2,2,1,2,1,1,3],[3,1,1,1,2,2,1,3,1,2,3,3,3,1,1,2,2,2,2,2,1,3,3,3],[1,3,2,1,2,2,3,1,3,2,1,3,3,2,3,2,3,1,3,1,2,2,1,1],[2,3,2,3,1,2,1,1,2,2,1,3,1,1,2,3,1,3,2,3,2,3,1,3],[1,2,3,2,3,1,2,1,1,1,1,1,1,3,3,2,2,3,3,2,3,3,2,2],[3,1,2,3,3,2,1,1,1,1,3,1,2,2,2,3,3,2,3,1,3,2,2,1],[3,2,1,3,3,2,3,2,1,2,1,1,3,2,2,3,3,1,1,1,2,3,1,2],[2,3,2,3,3,1,2,3,1,3,2,1,1,2,2,1,3,2,2,1,3,1,1,3],[3,2,1,2,3,2,2,1,2,2,3,1,3,1,3,1,3,1,2,2,3,3,1,1],[1,1,3,1,1,3,2,3,3,3,1,1,2,2,3,2,3,2,1,1,2,2,3,2],[3,1,1,1,1,1,2,3,2,2,2,1,1,3,2,3,2,3,3,2,2,1,3,3],[1,1,1,2,3,3,3,3,3,1,2,2,1,1,1,2,2,2,3,2,3,2,1,3],[1,1,2,1,1,2,2,3,2,3,3,1,2,3,2,3,3,1,1,1,3,3,2,2],[2,2,1,3,2,1,2,3,2,2,1,1,1,1,3,3,1,3,1,3,3,2,3,2],[2,1,1,2,3,3,1,3,2,1,2,3,3,1,3,2,3,2,1,1,2,3,2,1],[3,1,1,1,2,2,3,2,1,2,1,3,3,3,1,1,3,1,2,2,3,2,3,2],[2,2,2,1,3,1,2,3,1,3,1,2,2,1,3,2,1,3,3,3,1,3,2,1],[2,3,1,3,3,1,1,3,1,2,1,1,1,3,2,3,2,2,3,2,2,1,2,3],[2,3,1,3,3,3,1,2,3,2,2,2,1,1,3,1,2,1,1,3,2,1,2,3],[2,3,2,1,1,3,3,3,1,2,1,3,2,2,1,1,3,1,1,3,2,3,2,2],[1,1,2,2,2,3,2,1,3,3,1,1,3,3,3,2,3,1,1,3,2,1,2,2],[2,3,1,3,2,2,1,1,2,3,2,1,2,1,2,3,3,2,1,3,1,1,3,3],[3,2,1,3,2,1,1,3,3,2,2,1,2,1,1,1,2,3,2,3,3,1,3,2],[1,2,3,3,1,2,3,3,2,2,1,2,1,3,2,3,1,3,2,1,3,2,1,1],[3,2,1,1,3,1,1,2,3,2,3,2,3,2,1,3,2,2,1,2,1,3,1,3],[1,2,3,2,3,2,2,1,3,3,3,1,2,2,2,1,1,1,1,3,1,3,2,3],[1,2,3,2,2,1,2,1,3,3,2,1,2,3,1,3,1,1,1,3,3,2,2,3],[2,2,2,3,3,1,1,1,3,3,1,2,2,2,3,1,2,3,3,1,3,1,2,1],[2,3,3,3,3,1,3,3,1,1,2,1,2,2,3,2,2,2,1,1,1,3,1,2],[3,2,3,1,2,1,2,3,1,3,2,1,2,2,3,1,3,3,1,3,2,1,2,1],[2,3,2,1,2,2,1,1,1,1,3,2,3,3,3,2,1,2,1,3,2,3,1,3],[2,1,1,1,3,2,2,3,3,2,2,1,3,1,1,2,3,2,1,3,3,1,3,2],[1,1,3,1,3,3,3,3,1,3,2,3,1,2,2,1,2,3,2,2,2,1,1,2],[3,2,2,3,3,3,1,3,2,3,2,1,2,3,1,1,1,2,1,3,2,2,1,1],[3,1,1,3,1,3,2,1,3,1,2,2,3,2,1,3,2,1,2,2,2,3,1,3],[2,1,2,2,2,2,2,1,3,1,3,3,3,1,3,3,2,3,1,3,1,2,1,1],[3,2,2,2,2,3,1,2,3,2,1,1,1,2,1,1,3,3,1,2,1,3,3,3],[2,1,2,2,1,2,1,2,1,2,3,1,1,3,2,3,3,3,3,2,1,3,1,3],[2,3,3,2,1,1,1,2,3,1,2,2,3,3,3,1,3,2,1,2,3,2,1,1],[1,2,3,3,3,2,2,3,3,3,2,3,2,2,1,3,2,1,2,1,1,1,1,1],[2,2,1,2,2,2,2,3,3,1,1,3,2,3,3,3,1,1,3,1,3,2,1,1],[3,2,3,1,1,2,1,1,3,2,3,2,1,2,3,1,3,3,3,1,2,2,1,2],[2,3,1,3,3,1,2,1,3,2,3,3,1,1,3,1,2,1,2,2,1,2,2,3],[3,2,1,3,3,3,3,1,3,2,1,1,1,2,3,2,1,1,2,2,2,1,2,3],[1,2,1,3,3,2,2,3,2,1,1,1,2,1,1,3,3,1,3,2,3,2,3,2],[1,1,1,3,3,2,3,3,2,3,1,2,2,3,1,1,2,3,3,2,1,1,2,2],[2,3,3,3,2,2,3,1,2,1,1,2,1,1,2,2,1,3,2,3,1,3,3,1],[1,1,3,3,1,2,3,3,1,2,1,3,2,1,3,1,1,3,2,3,2,2,2,2],[2,3,3,2,1,3,1,3,3,1,3,1,1,3,2,1,2,1,2,2,1,2,3,2],[1,1,2,1,3,1,2,3,2,2,2,1,3,3,2,1,1,2,3,3,2,3,3,1],[1,1,2,1,2,1,3,3,3,3,1,3,3,1,2,2,2,1,3,3,2,1,2,2],[2,3,3,1,2,2,1,3,1,2,1,2,1,3,1,1,3,2,3,3,2,2,1,3],[2,3,2,1,1,1,3,2,3,2,3,3,3,2,2,3,3,1,1,1,2,1,1,2],[1,1,1,2,3,3,2,1,3,1,3,1,1,1,2,3,3,2,3,2,2,2,3,2],[3,3,2,3,2,1,3,1,3,2,2,3,2,2,1,3,3,1,1,1,1,1,2,2],[2,1,1,2,2,2,1,1,3,3,2,3,2,3,2,3,3,3,2,1,1,3,1,1],[3,3,1,2,1,2,1,3,3,1,2,3,2,2,1,3,1,3,3,1,2,2,2,1],[2,1,1,3,3,2,2,3,2,2,2,3,2,3,3,1,1,1,3,3,1,2,1,1],[3,1,3,1,2,1,3,2,1,2,2,1,3,3,2,2,3,1,1,3,2,1,3,2],[1,3,1,3,2,2,3,2,1,3,1,2,3,1,1,3,3,1,1,2,2,2,2,3],[3,3,2,3,2,3,2,2,1,2,1,2,1,1,2,3,3,2,1,1,3,3,1,1],[3,1,1,2,3,3,1,3,2,2,1,3,2,2,2,2,1,1,3,3,1,2,1,3],[1,2,1,3,2,3,1,3,3,1,2,2,3,2,3,3,1,2,1,1,1,2,2,3],[1,1,3,1,3,2,2,2,3,1,1,3,2,3,1,1,2,3,3,2,2,1,2,3],[1,3,2,3,3,3,3,2,3,2,1,1,1,1,2,2,3,2,1,1,2,2,3,1],[2,1,3,2,3,3,2,1,2,2,1,1,1,1,3,3,1,2,2,3,3,2,1,3],[3,2,1,1,3,3,2,3,2,2,2,1,3,2,2,1,3,1,1,1,1,3,3,2],[1,1,1,3,1,1,3,3,2,2,1,2,3,3,2,3,2,2,3,2,2,3,1,1],[2,2,2,3,3,3,2,2,3,3,2,2,1,1,3,1,3,1,1,1,1,1,3,2],[1,3,3,3,1,1,2,3,3,2,2,1,3,2,1,2,1,3,3,1,2,2,2,1],[1,1,3,1,2,3,3,3,2,1,2,1,2,2,1,3,1,1,2,2,3,3,2,3],[2,3,1,3,3,2,1,2,1,1,3,3,2,2,1,1,1,3,3,1,3,2,2,2],[3,2,1,2,3,3,2,2,1,3,2,2,3,3,1,1,1,1,3,2,1,1,2,3],[3,2,1,1,3,3,2,1,3,2,3,1,2,1,2,2,3,1,2,3,1,1,3,2],[1,2,1,3,3,2,2,1,3,1,2,1,3,2,2,3,3,2,3,1,1,3,2,1],[2,2,3,3,3,1,1,3,2,3,2,1,1,3,1,2,2,3,1,2,1,3,1,2],[2,1,3,3,1,1,1,1,3,1,2,3,1,2,3,1,2,2,2,3,3,2,3,2],[3,1,1,3,2,2,2,3,2,1,1,2,3,3,2,3,1,3,1,1,1,2,3,2],[2,1,1,2,2,3,3,3,1,3,3,3,1,2,3,2,1,1,2,1,3,2,1,2],[3,2,2,1,1,1,2,2,2,2,1,1,3,3,2,3,3,3,1,1,2,3,3,1],[3,1,1,2,3,3,2,3,2,2,2,1,2,3,3,3,1,1,1,1,1,3,2,2],[3,2,2,1,3,3,3,3,3,1,1,1,3,2,2,3,1,1,1,2,2,2,2,1],[1,3,2,1,2,2,2,3,3,1,2,1,3,1,2,1,2,3,1,2,3,3,1,3]],"result":{"value":{"test_stat_obs":-9.625,"test_stat_iter":[-9.625,-5.25,4,-2.75,-5.625,2.5,2.5,1,4.75,-1.25,-1.25,-0.875,5,3.375,-4,2.625,-1,4.75,5.25,-1.5,4.875,3.25,-6.5,1.25,-0.5,-4.375,-1.375,1.25,1.5,6.75,0.125,0,1.625,4.375,2.25,-6.625,-1.75,-4,6.125,-4.125,3.375,4.375,0,-4.25,-1.375,1.75,-1.375,-1.25,-3.5,-8.25,4.5,-0.125,0.375,-2.125,-0.875,6.875,6.75,0.75,-1.625,2.5,-3.5,-1.5,4.5,-3,2.875,-7.25,-4.625,-5.25,2.25,2.875,-8.625,0,2.75,1,2.625,-1.875,4.375,0.125,9.25,2.25,-3.75,-1,0.125,0,3.125,0.875,1.625,-3.125,2.375,2.75,-0.25,-1.75,1.5,-4.25,-0.5,6.375,-4.25,-3.625,-0.125,-0.25,-3.875,-0.625,3.375,-2.125,-2.875,-4,-2.625,-2.75,6.5,3.625,-2.5,-5.875,-4.625,2.875,-2.25,-2.625,4,-4,3.5,3.5,-2.125,-3.5,-4.75,-0.125,-0.375,-4.25,5.75,-1.75,5.5,1.25,-3.875,-5.25,-6,3.875,-2.875,-0.125,2,-1.25,-1.75,-4.625,2.875,-1.875,-7.375,-2.25,-3.5,1,4.625,-0.75,3.75,-1.375,-0.5,2.875,-1.5,-3,-0.875,-5.375,1.125,2.625,4.25,-5.5,-4.625,0.875,-4.625,5,4,5.375,0.25,-3.375,0.25,7.125,0.875,2,-0.125,3.5,7.125,4.75,2.875,2.5,0.375,1.875,-4.75,2.125,1.75,-4.25,5.25,-0.125,-1.625,-0.25,-2.25,-0.5,6.625,-0.125,-2.875,0.625,1.25,3.5,2.125,5.625,-6.25,-3.875,3.875,-2.625,-3.25,-0.375,-0.5,-1.75,1.875,1,1.75,2.5,1.75,1.25,6.125,4.375,-2,-1.5,-2.75,-9,2.125,-3.25,-3.125,-0.75,0.25,-1,-0.625,5.125,-2,-0.25,2.75,2.875,0.125,-1.75,9.625,-2.5,-4.75,0.25,-1,0.125,-1.5,0.375,-2.875,-7.5,2.875,2.875,-9,-3.875,-0.375,-4.375,1.875,2.5,-2.125,3.875,4.375,-2.125,1.75,-1,1,4.25,-4.375,5.5,-2.75,7.125,2.75,0.125,6.875,5.125,0.625,-1.5,-0.625,-6.125,5.875,-3.875,1.875,2,7.5,0,6.125,-2.5,-2,-2.375,6.125,-3.5,2.375,0.5,-5.375,1.625,-1,6.75,5.375,6,0.375,0.75,-5.125,0,3.875,3.75,-5.75,4.375,-0.125,6.125],"p_value":0.00333333333333333}}}] diff --git a/tests/fixtures/r/som_chunk_discard.json b/tests/fixtures/r/som_chunk_discard.json new file mode 100644 index 0000000..7bdc8bc --- /dev/null +++ b/tests/fixtures/r/som_chunk_discard.json @@ -0,0 +1 @@ +{"config":{"id":"chunk_discard","n_treat":2,"sizes":[5,5],"method":"randomized chunk","discard_n":14},"control":false,"marginal_treat":null,"one":{"Treat":[3,2,2,1,3,2,1,1,2,1,2,1,3,3]},"reps":10000,"levels":[1,2,3],"stage_freq":[[0.3469,0.3582,0.2949],[0.3577,0.3511,0.2912],[0.3561,0.3602,0.2837],[0.3541,0.3626,0.2833],[0.3621,0.3557,0.2822],[0.3561,0.3488,0.2951],[0.3533,0.3653,0.2814],[0.359,0.3545,0.2865],[0.3479,0.3591,0.293],[0.3597,0.3566,0.2837],[0.3499,0.3585,0.2916],[0.3639,0.3542,0.2819],[0.3619,0.3624,0.2757],[0.3714,0.3528,0.2758]]} diff --git a/tests/fixtures/r/som_chunk_k3.json b/tests/fixtures/r/som_chunk_k3.json new file mode 100644 index 0000000..be28ba4 --- /dev/null +++ b/tests/fixtures/r/som_chunk_k3.json @@ -0,0 +1 @@ +{"config":{"id":"chunk_k3","n_treat":3,"sizes":[8,8,8],"method":"randomized chunk"},"control":false,"marginal_treat":null,"one":{"Treat":[1,3,2,3,1,2,2,1,3,1,2,3,1,2,3,2,1,3,2,3,1,3,2,1]},"reps":10000,"levels":[1,2,3],"stage_freq":[[0.343,0.3314,0.3256],[0.3264,0.3404,0.3332],[0.3306,0.3282,0.3412],[0.3442,0.3239,0.3319],[0.3271,0.3352,0.3377],[0.3287,0.3409,0.3304],[0.3275,0.3348,0.3377],[0.3454,0.3285,0.3261],[0.3271,0.3367,0.3362],[0.3339,0.331,0.3351],[0.3297,0.3355,0.3348],[0.3364,0.3335,0.3301],[0.3296,0.3375,0.3329],[0.3357,0.3299,0.3344],[0.3347,0.3326,0.3327],[0.3343,0.3396,0.3261],[0.3269,0.3296,0.3435],[0.3388,0.3308,0.3304],[0.3337,0.3271,0.3392],[0.3333,0.334,0.3327],[0.333,0.3389,0.3281],[0.3249,0.3464,0.3287],[0.3387,0.3257,0.3356],[0.3364,0.3279,0.3357]]} diff --git a/tests/fixtures/r/som_chunk_uneq.json b/tests/fixtures/r/som_chunk_uneq.json new file mode 100644 index 0000000..16e6e78 --- /dev/null +++ b/tests/fixtures/r/som_chunk_uneq.json @@ -0,0 +1 @@ +{"config":{"id":"chunk_uneq","n_treat":2,"sizes":[6,12],"method":"randomized chunk"},"control":false,"marginal_treat":null,"one":{"Treat":[2,1,2,1,2,2,2,2,1,1,2,2,2,2,1,1,2,2]},"reps":10000,"levels":[1,2],"stage_freq":[[0.3346,0.6654],[0.3299,0.6701],[0.3355,0.6645],[0.3377,0.6623],[0.3348,0.6652],[0.3275,0.6725],[0.3306,0.6694],[0.3272,0.6728],[0.3422,0.6578],[0.3331,0.6669],[0.3357,0.6643],[0.3312,0.6688],[0.3346,0.6654],[0.3319,0.6681],[0.3335,0.6665],[0.3317,0.6683],[0.3326,0.6674],[0.3357,0.6643]]} diff --git a/tests/fixtures/r/som_gp_k3.json b/tests/fixtures/r/som_gp_k3.json new file mode 100644 index 0000000..1c99219 --- /dev/null +++ b/tests/fixtures/r/som_gp_k3.json @@ -0,0 +1 @@ +{"config":{"id":"gp_k3","n_treat":3,"sizes":[10,12,14],"method":"global percentage"},"control":false,"marginal_treat":null,"one":{"Treat":[3,2,1,3,2,1,3,2,3,1,2,3,1,2,3,1,2,3,3,2,1,3,2,1,3,2,1,3,2,3,1,2,3,1,2,3]},"reps":10000,"levels":[1,2,3],"stage_freq":[[0,0,1],[0,1,0],[1,0,0],[0,0,1],[0,1,0],[1,0,0],[0,0,1],[0,1,0],[0.5002,0,0.4998],[0.4998,0,0.5002],[0,1,0],[0,0,1],[1,0,0],[0,1,0],[0,0,1],[1,0,0],[0,1,0],[0,0,1],[0,0,1],[0,1,0],[1,0,0],[0,0,1],[0,1,0],[1,0,0],[0,0,1],[0,1,0],[0.4961,0,0.5039],[0.5039,0,0.4961],[0,1,0],[0,0,1],[1,0,0],[0,1,0],[0,0,1],[1,0,0],[0,1,0],[0,0,1]]} diff --git a/tests/fixtures/r/som_gp_k4.json b/tests/fixtures/r/som_gp_k4.json new file mode 100644 index 0000000..cfedaa0 --- /dev/null +++ b/tests/fixtures/r/som_gp_k4.json @@ -0,0 +1 @@ +{"config":{"id":"gp_k4","n_treat":4,"sizes":[5,5,5,5],"method":"global percentage"},"control":false,"marginal_treat":null,"one":{"Treat":[2,3,1,4,2,1,4,3,4,3,2,1,1,3,2,4,4,1,3,2]},"reps":10000,"levels":[1,2,3,4],"stage_freq":[[0.2442,0.2599,0.2409,0.255],[0.2494,0.2409,0.2591,0.2506],[0.2528,0.2528,0.2477,0.2467],[0.2536,0.2464,0.2523,0.2477],[0.2539,0.2445,0.2539,0.2477],[0.2491,0.2587,0.2481,0.2441],[0.248,0.2497,0.2511,0.2512],[0.249,0.2471,0.2469,0.257],[0.2509,0.2511,0.2535,0.2445],[0.2439,0.2481,0.254,0.254],[0.2513,0.2489,0.246,0.2538],[0.2539,0.2519,0.2465,0.2477],[0.2512,0.2473,0.2512,0.2503],[0.2396,0.2503,0.2567,0.2534],[0.2608,0.2447,0.2415,0.253],[0.2484,0.2577,0.2506,0.2433],[0.2429,0.248,0.258,0.2511],[0.2551,0.253,0.2478,0.2441],[0.2551,0.248,0.245,0.2519],[0.2469,0.251,0.2492,0.2529]]} diff --git a/tests/fixtures/r/som_scomars_ctrl.json b/tests/fixtures/r/som_scomars_ctrl.json new file mode 100644 index 0000000..fcb8c46 --- /dev/null +++ b/tests/fixtures/r/som_scomars_ctrl.json @@ -0,0 +1 @@ +{"config":{"id":"scomars_ctrl","n_treat":2,"sizes":[15,15],"method":"SCOMARS","control":true},"control":true,"marginal_treat":[0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5],"one":{"Probs":[0.5,0,0.5,0,0.5,0,0.5,1,0.5,1,0.5,1,0.5,1,0.5,1,0.5,1,0.5,0,0.5,1,0.5,1,0.5,0,0.5,0,0.5,0],"Treat":[1,0,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,1,0,1,1,0,1,0,1,0]},"reps":10000,"levels":[0,1],"stage_freq":[[0.5044,0.4956],[0.4956,0.5044],[0.4998,0.5002],[0.5002,0.4998],[0.5107,0.4893],[0.4893,0.5107],[0.4938,0.5062],[0.5062,0.4938],[0.5135,0.4865],[0.4865,0.5135],[0.5064,0.4936],[0.4936,0.5064],[0.4986,0.5014],[0.5014,0.4986],[0.4948,0.5052],[0.5052,0.4948],[0.5037,0.4963],[0.4963,0.5037],[0.5017,0.4983],[0.4983,0.5017],[0.4928,0.5072],[0.5072,0.4928],[0.5086,0.4914],[0.4914,0.5086],[0.5066,0.4934],[0.4934,0.5066],[0.5055,0.4945],[0.4945,0.5055],[0.5105,0.4895],[0.4895,0.5105]]} diff --git a/tests/fixtures/r/som_scomars_eq.json b/tests/fixtures/r/som_scomars_eq.json new file mode 100644 index 0000000..6f9c3d9 --- /dev/null +++ b/tests/fixtures/r/som_scomars_eq.json @@ -0,0 +1 @@ +{"config":{"id":"scomars_eq","n_treat":2,"sizes":[20,20],"method":"SCOMARS"},"control":false,"marginal_treat":[0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5],"one":{"Probs":[0.5,0,0.5,1,0.5,1,0.5,1,0.5,0,0.5,1,0.5,1,0.5,1,0.5,1,0.5,1,0.5,1,0.5,0,0.5,0,0.5,1,0.5,0,0.5,0,0.5,1,0.5,1,0.5,0,0.5,1],"Treat":[2,1,1,2,1,2,1,2,2,1,1,2,1,2,1,2,1,2,1,2,1,2,2,1,2,1,1,2,2,1,2,1,1,2,1,2,2,1,1,2]},"reps":10000,"levels":[1,2],"stage_freq":[[0.5,0.5],[0.5,0.5],[0.5026,0.4974],[0.4974,0.5026],[0.4986,0.5014],[0.5014,0.4986],[0.5036,0.4964],[0.4964,0.5036],[0.5012,0.4988],[0.4988,0.5012],[0.4949,0.5051],[0.5051,0.4949],[0.5,0.5],[0.5,0.5],[0.5024,0.4976],[0.4976,0.5024],[0.5026,0.4974],[0.4974,0.5026],[0.5052,0.4948],[0.4948,0.5052],[0.5047,0.4953],[0.4953,0.5047],[0.4935,0.5065],[0.5065,0.4935],[0.5024,0.4976],[0.4976,0.5024],[0.5022,0.4978],[0.4978,0.5022],[0.4921,0.5079],[0.5079,0.4921],[0.4971,0.5029],[0.5029,0.4971],[0.5016,0.4984],[0.4984,0.5016],[0.5055,0.4945],[0.4945,0.5055],[0.5075,0.4925],[0.4925,0.5075],[0.4989,0.5011],[0.5011,0.4989]]} diff --git a/tests/fixtures/r/som_scomars_uneq.json b/tests/fixtures/r/som_scomars_uneq.json new file mode 100644 index 0000000..d4d5ced --- /dev/null +++ b/tests/fixtures/r/som_scomars_uneq.json @@ -0,0 +1 @@ +{"config":{"id":"scomars_uneq","n_treat":2,"sizes":[12,24],"method":"SCOMARS"},"control":false,"marginal_treat":[0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667,0.666666666666667],"one":{"Probs":[0.6667,0.5,1,0.6667,0.5,1,0.6667,1,1,0.6667,1,1,0.6667,1,1,0.6667,1,1,0.6667,0.5,0,0.6667,1,1,0.6667,0.5,0,0.6667,1,1,0.6667,0.5,0,0.6667,0.5,0],"Treat":[2,1,2,2,1,2,1,2,2,1,2,2,1,2,2,1,2,2,2,2,1,1,2,2,2,2,1,1,2,2,2,2,1,2,2,1]},"reps":10000,"levels":[1,2],"stage_freq":[[0.3351,0.6649],[0.3376,0.6624],[0.3273,0.6727],[0.3417,0.6583],[0.3232,0.6768],[0.3351,0.6649],[0.3319,0.6681],[0.3305,0.6695],[0.3376,0.6624],[0.3337,0.6663],[0.3385,0.6615],[0.3278,0.6722],[0.3285,0.6715],[0.3299,0.6701],[0.3416,0.6584],[0.3384,0.6616],[0.336,0.664],[0.3256,0.6744],[0.3268,0.6732],[0.3324,0.6676],[0.3408,0.6592],[0.3243,0.6757],[0.3354,0.6646],[0.3403,0.6597],[0.3369,0.6631],[0.3378,0.6622],[0.3253,0.6747],[0.3287,0.6713],[0.3345,0.6655],[0.3368,0.6632],[0.336,0.664],[0.3241,0.6759],[0.3399,0.6601],[0.3281,0.6719],[0.3314,0.6686],[0.3405,0.6595]]} diff --git a/tests/fixtures/r/tasmd_rand.json b/tests/fixtures/r/tasmd_rand.json new file mode 100644 index 0000000..5b61add --- /dev/null +++ b/tests/fixtures/r/tasmd_rand.json @@ -0,0 +1 @@ +{"data":"lalonde60","cases":[{"id":"vec_target","args":{"alloc1":[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],"alloc2":[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],"roundoff":10},"result":{"value":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.0182673213,0.0182673213],[0.0719849701,0.0879816302],[0.0462854018,0.0462854018],[0.1325123534,0],[0.0462854018,0.0462854018],[0.1776444551,0.106586673],[0.125074343,0.0240971904],[0.2035405958,0.0301700242]]}}},{"id":"vec_group","args":{"alloc1":[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],"alloc2":[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],"denom":"group","roundoff":10},"result":{"value":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.018200019,0.019399137],[0.071129789,0.0842875399],[0.0482049577,0.0439696865],[0.1825741858,0],[0.0439696865,0.0439696865],[0.1672443691,0.1020132274],[0.1215953421,0.0229728847],[0.2600816961,0.0322868695]]}}},{"id":"vec_lab2","args":{"alloc1":[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],"alloc2":[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],"treat_lab":2,"roundoff":10},"result":{"value":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.0182673213,0.0182673213],[0.0719849701,0.0879816302],[0.0462854018,0.0462854018],[0.1325123534,0],[0.0462854018,0.0462854018],[0.1776444551,0.106586673],[0.125074343,0.0240971904],[0.2035405958,0.0301700242]]}}},{"id":"vec_round3","args":{"alloc1":[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],"alloc2":[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2]},"result":{"value":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.018,0.018],[0.072,0.088],[0.046,0.046],[0.133,0],[0.046,0.046],[0.178,0.107],[0.125,0.024],[0.204,0.03]]}}},{"id":"vec_custom","args":{"alloc1":[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],"alloc2":[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],"mean_tar":[25.9833333333333,10.3166666666667,0.95,0.166666666666667,0.25,0.783333333333333,2937.21118214925,1724.24831288656],"sd_tar":[12.3170768186259,3.12565247425726,0.540127103685413,0.377323311439847,0.540127103685413,0.703652697460948,10016.652998203,4786.64853238789],"roundoff":10},"result":{"value":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.0202970237,0.0202970237],[0.01599666,0.0266611],[0.1542846726,0.2159985416],[0.3533662758,0.2650247068],[0.1542846726,0.1542846726],[0.2605452008,0.2131733461],[0.0833928787,0.0160548102],[0.135714622,0.020092458]]}}},{"id":"mat_target","args":{"alloc1":[[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],[1,2,2,1,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,1,1,2,2,1,1,1,2,1,2,2,2,2,1,2,2,1,1,2,2,1,2,2,1,1,1,2,1,2,2],[2,2,2,2,1,2,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,2,1,2,1,2,2,1],[2,2,1,1,1,2,1,1,2,1,1,2,1,2,2,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2],[1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,2,2,1,2,1,1,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2,1,2,2,2,1],[1,2,1,1,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2,2,2,2,1,2,1,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,1,1,1,2,1,1,1,2,1],[2,2,2,2,1,1,1,2,1,2,1,2,2,2,2,1,2,1,2,1,2,1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,1],[1,2,1,2,2,2,2,1,2,2,2,2,2,1,2,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,1,2,1,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,1,1,1,1,2,2,1,1],[2,2,1,2,1,2,1,2,1,1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,1,2,1,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,1,1,1,2],[2,1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,1,2,2,2,2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1,1,1,1,1,1,1,1,1,2,2,2,1,1,1,2,1,1,2,1],[1,2,2,1,1,2,1,1,2,2,1,2,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,2,1,1,1,2,1,1,1,1],[1,1,2,1,1,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,2,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2],[2,1,2,2,1,2,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1],[2,1,1,1,1,2,2,2,1,1,2,1,2,2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,1,1,1,1,2,1,1,2,1,2,1,2,2],[1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,1,1,2,2,1,1,2],[2,2,2,2,1,1,1,2,2,1,2,1,1,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,1,1,1,1,1,1,2,1,1,2],[1,1,2,2,1,2,2,1,2,2,2,1,1,2,2,2,1,1,1,1,2,1,1,1,1,2,1,1,2,1,2,1,2,1,2,2,2,1,2,1,2,1,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2],[2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,1,2,1,1,1,1,2,2,1,1,1,2,1,2,2,1,2],[2,1,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,2,1,1,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,2,1],[2,2,2,1,2,1,1,2,1,2,1,1,2,1,1,1,1,1,2,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,1,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,2,2,1,2,2,1,2,1,2],[1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1],[1,2,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,1,1,2,2,1,2,1,1,1,1,2,1,2,2,2,1,2,1,2,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,1,1,1,2,2,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,2,2,1,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,2,2,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,1,2,1,1,1,1,1,2,1,2,2,1,1,1,1,1,1,2,2,1,1,2,2,2,2,1,2,1],[1,2,1,2,1,2,1,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,2,2,1,1,2,1,1,1],[1,1,2,2,1,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,2,1,1,2,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,2,1],[1,1,1,1,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,2,2,2,2,2,1,2,2,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,1,2,1,1,1,2,1,1,1,1,1,2,1,2,1,2,1,2,1,1,2,1,2,1,2,2,2,2,2,2,2,1,2,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2,2,1,2],[1,2,2,2,1,2,1,2,2,2,2,1,1,2,2,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,1,1,1,2,1,2,2,1,1,2,1,1,2,1,1,1,1,2,1,2,2],[1,2,2,2,2,2,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,1],[1,2,1,2,1,1,1,2,1,1,1,1,2,1,1,2,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2],[2,1,2,1,2,2,1,2,1,2,1,2,2,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,2,1],[1,1,2,2,1,1,2,2,1,1,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,2,2,1,2,2,2,2,1,2,2,2,1,2,2,2],[2,1,2,2,2,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,1,2,1,2,1,2,2,2,1,2,2,1,2,1],[2,2,2,2,2,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1,2,1,1,2,1,1,2,1,2,1,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,1,1,1,1,2,2,1,1,2,1],[1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,1,2,2,1,2,1,2,1,2,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1,1,2,1,2],[1,1,1,1,1,1,2,1,1,1,1,1,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,2,1,2,2,1,1,2,2,2,2,2,2,1,2,2,1,1,2,2,2,2,2,1],[1,1,2,2,1,2,2,2,2,2,2,1,1,2,2,2,1,1,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,1,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,1,2,1,2,2,2,1,2,1,2,2,2,2,1,2,2,1,2,2,1,1,1,2,1,1,1,1,1,1,2,1,2,1,2,1,1,1,1,1,1],[1,1,2,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,2,2,1,1,1,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,2,1,1,1,1,2,1,1,1,2,2,1,2,1,2,1,1,2],[1,1,2,1,2,2,1,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1,2,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,2,2,2,2,2,2,2,1,2,1],[2,1,1,1,2,2,2,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,1,2,2,1,2,2,2,2,2,2,2,2,1,1,1],[2,1,1,2,2,1,1,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,1,1,2],[2,2,2,2,2,1,2,2,2,2,1,2,2,2,1,1,2,1,1,1,2,1,1,1,1,1,1,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,1,1,1,1,1,1,1,2,1,2,1,2,2],[2,1,2,1,2,1,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,2,1,2,1,2,1,1,2,2,1,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,2,2,2,1,2,1,1],[1,1,2,1,2,1,2,2,2,2,2,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,1,2,2,2,2,1,2,1,1,1,1,2,1,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1,2,2,2,1,2],[1,1,1,1,1,2,2,2,2,2,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,1,2,1,1,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,1,2,1,2,1,2,2,2,2,2,1,2,2,2]],"alloc2":[[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,2,1,1,1,1,1,2,1,1,2,2,1,1,1,2,2,2,2,2,1,2,2,1,2,1,2,1,2,2,1,2,1,2,2,1,1,1,2,1,2,2],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,2,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,2,1,1,2,2,1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1,1,1,2,2,2,2,2,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2,1,2,1,1,2],[2,1,2,1,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,1,2,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,2,2,1,1,1,2,1,1,1,2,1,2,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,2,2,2,2,1,1,2,2,2,1,1,1,1,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,1,1,2,2,1,1,1,2,1,1,2],[2,2,2,1,1,2,2,1,1,2,1,2,1,2,2,2,1,1,1,1,2,2,1,2,1,1,1,2,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,1,1,1,2,1,1,2,2,1,1,2,2,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,2,2,2,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,2,1],[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,1,2,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,1,1,1,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,2,1,2,1,2,1,1,1,2,1,2,2],[1,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1,2,2,2,2,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,1,2,2],[1,2,2,1,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,1,2,1,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,2,1,2,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,1,2,2,2,2,1,1,1,1,1,1,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,2,2,1,1,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,2,1,2,2],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2,2,1,2,1,1],[2,2,1,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1,1,1,1,2,1,1,2,1,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,1,2,1,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,2,1],[1,2,1,1,2,2,2,2,1,2,1,2,1,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,2,2],[2,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,1,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,1,1,1,2,2,1,2,2,2,2,1,1,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,1,2,2,2,2,2,1,1,2,1,2,1,2,2,2,2,2,2,2,2,1,2,1,2,1,1,1,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,1,1,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,1,2,2,2,2,1,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2,2,2,2,2,1,2,1,1],[1,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,1,2,2,2,1,1,1,2,2],[2,2,1,1,1,2,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,1,2,2,2,2,2,2,2,2,1,1,1,2,1,1,2,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[1,2,1,1,1,2,2,2,2,1,1,1,2,1,1,2,2,2,2,1,2,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,2,1,2,1,2,1,1,1,1,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,2,1,1,2,2,1,2,2,1,2,1,2,2,2,1,1,1,1,2,2,1,1,1,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,1,1,2,2,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2,1,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,2,1,2,2,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,2,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,2,1,2,2,1,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,2,1,2,2,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,1,2,2,2,2,2,1,2,1,2,1,2,2,1,1,1,2,1,2,2],[2,1,1,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,2,2,1,2,2,2,2,2,2,2,1,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,1,2,2,2,1,1,1,1,1,1,1,1,2,1,2,1,1,1,1,2,1,2,2,2,2,2,2,1,2,1,1],[1,2,1,1,2,2,1,2,2,2,1,2,2,2,1,2,1,1,1,1,2,1,2,1,1,1,1,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,1,2,1,2,2],[1,2,2,2,2,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,2,1,1,2,1,1,1,2,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,1,2],[2,1,1,2,2,1,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,1,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,2,2,1,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,1,2,1,1,1,2,2,2,1,1]],"roundoff":10},"result":{"value":{"tasmd_table":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[["0.1172356088(0.0841611867)","0.0483881045(0.0281254572)"],["0.100459025(0.0689589005)","0.0611072413(0.0413166831)"],["0.0962736357(0.0704998236)","0.0555424821(0.0280531898)"],["0.1139606239(0.0803592214)","0.0556551884(0.0660666021)"],["0.0944222196(0.0627009537)","0.0610967303(0.0342815642)"],["0.106586673(0.0642012676)","0.0568462256(0.0328933614)"],["0.1299645108(0.0744186889)","0.0364934154(0.0225955179)"],["0.1017412213(0.0725463552)","0.0444347701(0.0248198895)"]]},"tasmd_mean":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.1172356088,0.0483881045],[0.100459025,0.0611072413],[0.0962736357,0.0555424821],[0.1139606239,0.0556551884],[0.0944222196,0.0610967303],[0.106586673,0.0568462256],[0.1299645108,0.0364934154],[0.1017412213,0.0444347701]]},"tasmd_sd":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.0841611867,0.0281254572],[0.0689589005,0.0413166831],[0.0704998236,0.0280531898],[0.0803592214,0.0660666021],[0.0627009537,0.0342815642],[0.0642012676,0.0328933614],[0.0744186889,0.0225955179],[0.0725463552,0.0248198895]]}}}},{"id":"mat_round3","args":{"alloc1":[[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],[1,2,2,1,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,1,1,2,2,1,1,1,2,1,2,2,2,2,1,2,2,1,1,2,2,1,2,2,1,1,1,2,1,2,2],[2,2,2,2,1,2,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,2,1,2,1,2,2,1],[2,2,1,1,1,2,1,1,2,1,1,2,1,2,2,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2],[1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,2,2,1,2,1,1,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2,1,2,2,2,1],[1,2,1,1,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2,2,2,2,1,2,1,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,1,1,1,2,1,1,1,2,1],[2,2,2,2,1,1,1,2,1,2,1,2,2,2,2,1,2,1,2,1,2,1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,1],[1,2,1,2,2,2,2,1,2,2,2,2,2,1,2,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,1,2,1,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,1,1,1,1,2,2,1,1],[2,2,1,2,1,2,1,2,1,1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,1,2,1,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,1,1,1,2],[2,1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,1,2,2,2,2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1,1,1,1,1,1,1,1,1,2,2,2,1,1,1,2,1,1,2,1],[1,2,2,1,1,2,1,1,2,2,1,2,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,2,1,1,1,2,1,1,1,1],[1,1,2,1,1,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,2,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2],[2,1,2,2,1,2,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1],[2,1,1,1,1,2,2,2,1,1,2,1,2,2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,1,1,1,1,2,1,1,2,1,2,1,2,2],[1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,1,1,2,2,1,1,2],[2,2,2,2,1,1,1,2,2,1,2,1,1,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,1,1,1,1,1,1,2,1,1,2],[1,1,2,2,1,2,2,1,2,2,2,1,1,2,2,2,1,1,1,1,2,1,1,1,1,2,1,1,2,1,2,1,2,1,2,2,2,1,2,1,2,1,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2],[2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,1,2,1,1,1,1,2,2,1,1,1,2,1,2,2,1,2],[2,1,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,2,1,1,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,2,1],[2,2,2,1,2,1,1,2,1,2,1,1,2,1,1,1,1,1,2,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,1,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,2,2,1,2,2,1,2,1,2],[1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1],[1,2,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,1,1,2,2,1,2,1,1,1,1,2,1,2,2,2,1,2,1,2,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,1,1,1,2,2,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,2,2,1,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,2,2,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,1,2,1,1,1,1,1,2,1,2,2,1,1,1,1,1,1,2,2,1,1,2,2,2,2,1,2,1],[1,2,1,2,1,2,1,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,2,2,1,1,2,1,1,1],[1,1,2,2,1,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,2,1,1,2,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,2,1],[1,1,1,1,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,2,2,2,2,2,1,2,2,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,1,2,1,1,1,2,1,1,1,1,1,2,1,2,1,2,1,2,1,1,2,1,2,1,2,2,2,2,2,2,2,1,2,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2,2,1,2],[1,2,2,2,1,2,1,2,2,2,2,1,1,2,2,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,1,1,1,2,1,2,2,1,1,2,1,1,2,1,1,1,1,2,1,2,2],[1,2,2,2,2,2,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,1],[1,2,1,2,1,1,1,2,1,1,1,1,2,1,1,2,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2],[2,1,2,1,2,2,1,2,1,2,1,2,2,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,2,1],[1,1,2,2,1,1,2,2,1,1,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,2,2,1,2,2,2,2,1,2,2,2,1,2,2,2],[2,1,2,2,2,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,1,2,1,2,1,2,2,2,1,2,2,1,2,1],[2,2,2,2,2,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1,2,1,1,2,1,1,2,1,2,1,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,1,1,1,1,2,2,1,1,2,1],[1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,1,2,2,1,2,1,2,1,2,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1,1,2,1,2],[1,1,1,1,1,1,2,1,1,1,1,1,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,2,1,2,2,1,1,2,2,2,2,2,2,1,2,2,1,1,2,2,2,2,2,1],[1,1,2,2,1,2,2,2,2,2,2,1,1,2,2,2,1,1,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,1,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,1,2,1,2,2,2,1,2,1,2,2,2,2,1,2,2,1,2,2,1,1,1,2,1,1,1,1,1,1,2,1,2,1,2,1,1,1,1,1,1],[1,1,2,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,2,2,1,1,1,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,2,1,1,1,1,2,1,1,1,2,2,1,2,1,2,1,1,2],[1,1,2,1,2,2,1,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1,2,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,2,2,2,2,2,2,2,1,2,1],[2,1,1,1,2,2,2,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,1,2,2,1,2,2,2,2,2,2,2,2,1,1,1],[2,1,1,2,2,1,1,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,1,1,2],[2,2,2,2,2,1,2,2,2,2,1,2,2,2,1,1,2,1,1,1,2,1,1,1,1,1,1,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,1,1,1,1,1,1,1,2,1,2,1,2,2],[2,1,2,1,2,1,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,2,1,2,1,2,1,1,2,2,1,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,2,2,2,1,2,1,1],[1,1,2,1,2,1,2,2,2,2,2,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,1,2,2,2,2,1,2,1,1,1,1,2,1,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1,2,2,2,1,2],[1,1,1,1,1,2,2,2,2,2,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,1,2,1,1,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,1,2,1,2,1,2,2,2,2,2,1,2,2,2]],"alloc2":[[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,2,1,1,1,1,1,2,1,1,2,2,1,1,1,2,2,2,2,2,1,2,2,1,2,1,2,1,2,2,1,2,1,2,2,1,1,1,2,1,2,2],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,2,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,2,1,1,2,2,1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1,1,1,2,2,2,2,2,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2,1,2,1,1,2],[2,1,2,1,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,1,2,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,2,2,1,1,1,2,1,1,1,2,1,2,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,2,2,2,2,1,1,2,2,2,1,1,1,1,1,2,2,1,2,1,1,1,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,1,1,2,2,1,1,1,2,1,1,2],[2,2,2,1,1,2,2,1,1,2,1,2,1,2,2,2,1,1,1,1,2,2,1,2,1,1,1,2,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,2,2,1,1,1,2,1,1,2,2,1,1,2,2,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,2,2,2,1,2,2,1,2,1,2,1,1,2,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,2,1],[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,1,2,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,1,1,1,1,2,1,2,2,2,1,1,2,2,2,1,1,1,2,2,1,2,2,2,1,2,2,1,1,1,2,1,2,1,2,1,1,1,2,1,2,2],[1,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1,2,2,2,2,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,2,2,1,2,1,2,1,2,2,1,1,2,2,1,1,1,2,2],[1,2,2,1,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,1,2,1,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,2,1,2,2,2,2,2,2,1,2,1,1,1,1,2,1,1,1,2,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2,2,2,2,1,1],[2,2,1,2,2,1,2,2,2,2,1,1,1,1,1,1,2,1,2,1,1,1,1,1,1,2,2,2,1,1,2,2,2,1,1,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,2,1,2,1,1,1,2,1,2,2],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,2,2,1,2,2,2,1,2,1,1],[2,2,1,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,1,2,2,2,1,2,1,1,2,2,2,1,2,1,1,1,1,1,2,1,1,2,1,2,1,1,2,2,2,1,2,2,1,2,2,1,2,1,2,2,1],[2,1,2,1,1,1,2,1,1,1,2,2,2,1,2,1,1,2,1,1,1,2,1,1,2,2,1,2,2,2,1,2,1,2,2,1,2,2,1,1,2,1,2,2,1,1,1,2,1,2,2,1,2,2,1,2,1,2,2,1],[1,2,1,1,2,2,2,2,1,2,1,2,1,2,1,1,1,1,1,1,2,1,2,2,2,1,1,1,1,2,1,1,1,2,2,2,1,2,2,2,1,2,1,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,2,2],[2,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,2,1,1,2,2,1,2,1,1,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,1,1,1,2,2,1,2,2,2,2,1,1,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,1,2,2,1,1,2,2,2,1,1],[2,1,2,1,1,2,2,1,1,1,1,1,2,1,2,2,2,2,2,1,1,2,1,2,1,2,2,2,2,2,2,2,2,1,2,1,2,1,1,1,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,1,1,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,1,2,2,2,2,1,1,2,2,2,1,1,1,1,1,1,1,1,2,2,2,1,1,1,1,2,1,2,2,2,2,2,2,1,2,1,1],[1,2,1,1,2,1,1,2,2,1,2,1,2,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,2,1,1,1,1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,2,1,2,2,1,2,2,2,1,1,1,2,2],[2,2,1,1,1,2,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,1,2,2,2,2,2,2,2,2,1,1,1,2,1,1,2,2,1,1,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[1,2,1,1,1,2,2,2,2,1,1,1,2,1,1,2,2,2,2,1,2,2,2,2,1,2,1,2,1,1,2,2,2,2,1,1,1,1,2,2,1,2,1,2,1,1,1,1,2,1,2,1,1,2,2,2,1,2,1,1],[2,1,2,1,1,2,2,1,2,2,1,2,1,2,2,2,1,1,1,1,2,2,1,1,1,1,2,2,1,1,2,2,2,1,2,1,2,2,1,2,1,1,2,2,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,1,2,2,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2,1,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,2,1,2,2,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,1,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,2,2,2,1,2,1,1,2,2,1,1,1,2,1,1,2],[1,2,1,2,2,1,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,2,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,2,1,2,2,1,2,2,1,2,1,1,2,2,1,1,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,1,2,2,2,2,2,1,2,1,2,1,2,2,1,1,1,2,1,2,2],[2,1,1,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,2,2,2,1,2,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,2,2,1,2,2,2,2,2,2,2,1,2,1,1],[1,1,2,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,2,1,2,2,2,2,2,1,1,1,2,1,1,1,2,2,2,1,2,2,1,2,2,2,1,2,1,1,2,2,2,1,1,1,1,1,1,1,1,2,1,2,1,1,1,1,2,1,2,2,2,2,2,2,1,2,1,1],[1,2,1,1,2,2,1,2,2,2,1,2,2,2,1,2,1,1,1,1,2,1,2,1,1,1,1,1,1,1,2,1,1,2,1,2,1,2,2,2,1,2,2,1,2,2,2,2,1,2,1,2,2,1,1,1,2,1,2,2],[1,2,2,2,2,1,1,2,2,2,1,1,1,2,1,2,2,1,2,2,2,1,2,2,1,1,2,1,1,1,2,1,2,1,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,1,1,2,1,1,2,1,2,1,1,2],[2,1,1,2,2,1,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,1,1,1,2,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,2,2,1,1,1,2,2,2,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,1,2,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[1,1,2,1,1,2,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,2,2,1,1,1,2,2,2,1,1,1,1,2,1,2,1,2,1,1,2,1,1,1,2,2,2,1,1]]},"result":{"value":{"tasmd_table":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[["0.117(0.084)","0.048(0.028)"],["0.1(0.069)","0.061(0.041)"],["0.096(0.07)","0.056(0.028)"],["0.114(0.08)","0.056(0.066)"],["0.094(0.063)","0.061(0.034)"],["0.107(0.064)","0.057(0.033)"],["0.13(0.074)","0.036(0.023)"],["0.102(0.073)","0.044(0.025)"]]},"tasmd_mean":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.117,0.048],[0.1,0.061],[0.096,0.056],[0.114,0.056],[0.094,0.061],[0.107,0.057],[0.13,0.036],[0.102,0.044]]},"tasmd_sd":{"rownames":["Age","Education","Black","Hispanic","Married","Nodegree","Re74","Re75"],"colnames":["CRD","FSM"],"values":[[0.084,0.028],[0.069,0.041],[0.07,0.028],[0.08,0.066],[0.063,0.034],[0.064,0.033],[0.074,0.023],[0.073,0.025]]}}}},{"id":"mat_mismatch","args":{"alloc1":[[1,1,1,1,1,2,2,2,2,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,1,2,1,1,1,2,1,1,1,2,1,2,2,2,2,2,1,2,1,1,1,2,1,2,2,2,2,1,2,1,1,2,1,1,2,2],[1,2,2,1,1,2,1,2,1,2,1,2,2,1,1,2,1,1,2,1,2,2,1,1,2,2,1,1,2,1,1,1,2,2,1,1,1,2,1,2,2,2,2,1,2,2,1,1,2,2,1,2,2,1,1,1,2,1,2,2],[2,2,2,2,1,2,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,2,1,1,1,1,1,2,2,1,1,2,1,2,2,1,1,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,2,1,2,1,2,2,1],[2,2,1,1,1,2,1,1,2,1,1,2,1,2,2,1,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,2,2,1],[1,2,1,1,2,2,1,1,2,2,2,1,1,1,2,1,2,1,1,1,1,2,1,1,2,1,2,1,2,2,2,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,2,2,2,2,1,1,1,2,1,1,1,2,2,2],[1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,2,2,1,2,1,1,2,2,2,2,2,2,2,2,1,1,1,1,2,1,1,1,1,1,1,2,2,2,1,2,1,1,2,2,2,1,1,2,2,1,2,2,2,1],[1,2,1,1,1,2,1,1,1,1,2,2,1,2,2,1,2,1,2,2,2,2,2,1,2,1,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,2,2,2,1,1,1,2,1,2,2,1,1,1,2,1,1,1,2,1],[2,2,2,2,1,1,1,2,1,2,1,2,2,2,2,1,2,1,2,1,2,1,1,1,1,2,1,2,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,1,1],[1,2,1,2,2,2,2,1,2,2,2,2,2,1,2,1,1,1,2,1,1,1,2,2,1,1,1,2,2,2,1,2,2,2,1,2,1,1,1,2,1,2,2,2,1,2,1,1,1,1,2,2,1,1,1,1,2,2,1,1],[2,2,1,2,1,2,1,2,1,1,1,1,1,2,1,2,2,2,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,1,2,1,1,2,1,2,1,1,1,2,1,2,1,2,2,1,1,1,2,1,1,1,1,2],[2,1,1,2,1,2,2,2,1,2,2,2,1,2,1,1,1,2,2,2,2,2,2,2,1,2,1,2,2,1,1,1,2,2,2,1,2,2,2,1,1,1,1,1,1,1,1,1,1,2,2,2,1,1,1,2,1,1,2,1],[1,2,2,1,1,2,1,1,2,2,1,2,2,2,1,1,2,1,1,2,2,2,1,2,2,1,2,2,1,1,2,1,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,2,2,1,2,1,1,1,2,1,1,1,1],[1,1,2,1,1,1,2,1,2,2,1,2,1,1,1,1,2,2,1,1,1,1,1,2,2,1,2,1,1,2,2,1,2,1,2,2,2,2,1,2,2,1,2,1,2,1,2,2,2,1,2,2,2,2,1,1,2,1,1,2],[2,1,2,2,1,2,2,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,2,1,1,2,2,2,1,1,1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1],[2,1,1,1,1,2,2,2,1,1,2,1,2,2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,1,1,1,2,2,2,2,2,1,1,2,1,1,1,1,1,2,1,1,2,1,2,1,2,2],[1,2,2,2,1,1,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,2,2,1,2,2,1,2,2,2,2,2,1,1,1,1,1,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,1,1,2,2,1,1,2],[2,2,2,2,1,1,1,2,2,1,2,1,1,2,2,2,2,1,2,1,2,2,2,2,2,2,1,1,1,1,2,1,1,2,2,1,2,2,1,1,2,2,1,1,2,1,2,1,1,2,1,1,1,1,1,1,2,1,1,2],[1,1,2,2,1,2,2,1,2,2,2,1,1,2,2,2,1,1,1,1,2,1,1,1,1,2,1,1,2,1,2,1,2,1,2,2,2,1,2,1,2,1,1,2,2,2,2,2,1,2,1,1,1,2,1,2,1,2,1,2],[2,1,1,2,2,2,1,1,2,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,2,1,2,2,2,2,1,1,1,1,2,2,1,2,2,1,1,1,2,1,1,1,1,2,2,1,1,1,2,1,2,2,1,2],[2,1,1,2,1,1,2,2,1,2,2,1,2,2,1,2,2,1,1,1,2,1,1,2,1,1,1,1,1,1,2,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1],[1,2,1,2,2,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,2,1,2,2,2,2,2,2,2,2,2,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,2,2,2,1,2,2,1,1,2,2,2,1],[2,2,2,1,2,1,1,2,1,2,1,1,2,1,1,1,1,1,2,2,2,2,1,2,2,1,2,1,1,2,1,1,1,1,1,1,1,2,1,2,2,2,1,2,1,1,2,2,1,2,2,2,2,1,2,2,1,2,1,2],[1,1,1,1,2,2,2,2,1,2,2,1,1,2,2,1,1,2,2,1,1,2,1,2,2,1,1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,2,2,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1],[1,2,2,1,2,1,1,1,1,2,1,2,2,1,2,2,2,2,2,1,1,1,2,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,1,1,2,2,1,2,1,1,1,1,2,1,2,2,2,1,2,1,2,1],[1,2,2,1,2,1,2,1,1,2,2,1,2,1,1,1,2,1,1,2,1,1,1,2,2,2,1,2,1,1,1,1,1,2,2,1,2,1,1,1,2,2,1,1,2,2,2,1,2,2,2,2,1,2,2,1,2,2,2,1],[2,2,1,2,1,2,2,2,1,1,2,2,2,1,1,2,2,2,2,2,1,2,2,2,1,1,1,1,2,1,1,2,1,2,1,1,1,1,1,2,1,2,2,1,1,1,1,1,1,2,2,1,1,2,2,2,2,1,2,1],[1,2,1,2,1,2,1,2,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,2,1,1,1,1,2,2,2,1,1,2,2,2,2,2,1,1,2,1,1,1],[1,1,2,2,1,2,2,2,1,1,1,1,2,2,1,2,2,1,1,2,1,1,2,1,2,2,2,1,1,1,2,2,1,2,1,2,1,1,2,1,1,2,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,2,1],[1,1,1,1,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,1,1,1,2,1,2,2,2,1,1,2,1,2,2,1,2,2,1,1,2,2,1,2,2,2,2,2,2,1,2,2,2,1,1,1,2,2,1],[1,2,1,2,1,1,1,1,2,1,1,1,2,1,1,1,1,1,2,1,2,1,2,1,2,1,1,2,1,2,1,2,2,2,2,2,2,2,1,2,1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,2,2,1,2],[1,2,2,2,1,2,1,2,2,2,2,1,1,2,2,2,1,2,2,2,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,1,1,1,1,1,1,1,2,1,2,2,1,1,2,1,1,2,1,1,1,1,2,1,2,2],[1,2,2,2,2,2,1,2,1,2,1,1,1,1,2,1,2,1,2,2,2,2,2,1,1,1,1,2,1,1,2,1,1,1,2,1,2,1,2,1,2,2,2,2,1,1,2,2,1,2,2,1,1,1,1,2,2,1,2,1],[1,2,1,2,1,1,1,2,1,1,1,1,2,1,1,2,1,2,2,2,2,2,2,1,1,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,2,1,1,1,2,1,2,2,2,2,1,1,2,2,1,2,2],[2,1,2,1,2,2,1,2,1,2,1,2,2,2,2,2,1,1,2,2,1,1,2,2,2,2,1,2,2,1,1,1,1,1,1,2,1,2,2,1,1,1,2,1,1,1,1,2,2,2,2,1,1,1,1,1,2,2,2,1],[1,1,2,2,1,1,2,2,1,1,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,1,2,2,1,2,2,2,2,1,2,2,2,1,2,2,2],[2,1,2,2,2,2,2,2,2,2,2,1,1,1,2,2,2,1,1,2,2,1,2,1,1,1,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,1,2,1,2,1,2,2,2,1,2,2,1,2,1],[2,2,2,2,2,1,1,2,1,2,1,2,2,1,2,1,2,2,2,2,2,1,1,2,1,1,2,1,1,2,1,2,1,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,1,1,1,1,2,2,1,1,2,1],[1,2,2,1,2,2,2,2,2,2,1,1,1,2,1,1,1,2,2,1,2,1,2,1,2,1,1,1,1,1,1,1,1,1,1,2,2,2,2,2,2,2,2,2,1,2,1,2,1,1,2,1,2,2,1,1,1,2,1,2],[1,1,1,1,1,1,2,1,1,1,1,1,2,1,2,2,1,1,2,2,1,1,1,2,1,2,2,1,1,2,1,2,2,1,2,1,2,2,1,2,2,1,1,2,2,2,2,2,2,1,2,2,1,1,2,2,2,2,2,1],[1,1,2,2,1,2,2,2,2,2,2,1,1,2,2,2,1,1,2,2,1,2,1,2,2,1,1,2,1,1,1,1,2,2,1,1,2,1,1,2,2,1,1,1,2,2,1,1,2,1,2,2,1,2,2,2,1,1,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,2,2,2,1,2,1,1,2,1,2,2,2,1,2,1,2,2,2,2,1,2,2,1,2,2,1,1,1,2,1,1,1,1,1,1,2,1,2,1,2,1,1,1,1,1,1],[1,1,2,2,1,2,1,2,2,2,2,1,2,1,1,2,1,1,1,2,2,1,1,1,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,2,1,2,2,1,1,1,1,2,1,1,1,2,2,1,2,1,2,1,1,2],[1,1,2,1,2,2,1,2,1,2,2,2,1,1,2,1,2,2,1,1,1,1,1,2,1,1,2,1,1,1,2,2,1,1,1,1,2,2,2,1,1,2,1,1,1,2,2,2,1,2,2,2,2,2,2,2,2,1,2,1],[2,1,1,1,2,2,2,2,2,2,2,1,1,1,2,1,1,1,1,1,1,1,1,2,1,1,1,1,2,2,1,2,2,2,2,1,2,1,2,1,1,2,1,2,1,1,2,2,1,2,2,2,2,2,2,2,2,1,1,1],[2,1,1,2,2,1,1,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,2,1,2,1,2,1,1,2,1,2,2,2,1,1,1,1,2,1,1,2,2,2,1,2,2,1,1,2,2,2,2,1,2,1,2,1,1,2],[2,2,2,2,2,1,2,2,2,2,1,2,2,2,1,1,2,1,1,1,2,1,1,1,1,1,1,2,2,1,1,2,2,2,1,1,2,1,2,2,2,2,1,1,2,2,1,1,1,1,1,1,1,1,2,1,2,1,2,2],[2,1,2,1,2,1,2,2,1,1,1,2,2,1,2,2,1,1,1,2,1,2,1,2,1,2,1,1,2,2,1,1,1,2,1,2,2,1,2,1,1,1,2,2,2,1,1,2,2,1,2,2,1,2,2,2,1,2,1,1],[1,1,2,1,2,1,2,2,2,2,2,2,1,2,2,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,1,2,1,1,2,2,1,2,2,2,1,1,2,2,2,2,1,2,1,1,1,1,2,1,2,2,1,1],[1,2,2,2,2,1,1,1,2,1,2,2,2,2,1,2,1,2,1,1,2,2,1,1,1,2,1,1,2,2,2,1,2,2,1,1,1,1,1,1,1,1,2,2,2,2,1,1,1,2,2,2,1,1,1,2,2,2,1,2],[1,1,1,1,1,2,2,2,2,2,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,2,2,1,2,1,1,1,1,1,2,1,2,1,1,2,2,1,1,1,1,1,1,2,1,2,1,2,2,2,2,2,1,2,2,2]],"alloc2":[[1,2,1,2,2,2,1,2,2,1,2,1,1,1,1,1,2,2,2,2,2,1,1,2,1,2,2,1,2,1,1,1,1,2,1,2,2,1,1,1,2,2,1,2,1,2,1,2,1,2,1,1,2,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,1,2,2,2,2,1,2,2,1,1,1,2,1,1,1,1,1,2,1,1,2,2,1,1,1,2,2,2,2,2,1,2,2,1,2,1,2,1,2,2,1,2,1,2,2,1,1,1,2,1,2,2],[1,2,1,2,2,1,1,2,1,1,2,1,1,2,1,1,2,2,2,2,1,1,2,1,1,1,2,1,2,2,1,1,1,2,2,2,1,1,2,1,2,2,2,1,1,2,2,2,1,2,1,1,2,2,2,1,1,1,2,2],[1,2,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,1,2,2,1,1,2,2,1,2,1,2,2,1,1,2,2,1,1,2,2,1,2,1,2,1,1,1,2,2,1,2,2,1,1,2,2,1,1,1,2,2],[2,1,2,1,1,2,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,1,1,2,2,1,2,2,2,1,1,1,2,1,1,2,2,1,2,2,1,2,1,1,2,1,2,1,2,2,1,2,1,2,1,1],[2,2,1,1,2,2,1,2,2,2,1,1,1,1,1,2,2,1,2,2,1,1,1,1,2,2,1,1,1,1,2,2,2,2,2,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,1,2,1,2,1,1,2],[2,1,2,1,1,1,2,1,1,2,1,2,2,2,2,2,1,1,1,1,1,2,2,1,2,1,1,2,1,2,2,2,2,1,2,1,1,2,2,2,1,1,2,1,2,1,2,1,2,1,2,2,1,1,1,2,2,2,1,1],[2,1,2,1,1,1,1,1,1,1,2,2,2,2,2,2,1,2,1,2,2,2,2,1,2,1,1,1,2,2,1,1,1,2,1,2,1,1,2,2,1,1,2,1,1,2,2,2,1,2,1,2,1,2,2,2,1,2,1,1],[2,1,1,2,2,2,2,2,2,2,1,1,1,1,1,1,2,1,2,2,2,1,2,1,2,2,2,1,1,1,1,1,2,1,1,2,2,1,2,1,1,2,2,2,2,1,1,1,2,1,1,2,1,2,2,1,2,2,1,1],[2,2,2,1,1,1,1,1,2,1,2,1,2,1,2,2,2,2,2,2,1,2,1,1,1,2,2,2,2,1,2,2,2,1,1,1,2,1,1,1,2,1,2,2,1,1,1,1,2,1,2,1,2,2,1,2,1,2,1,1]],"roundoff":10},"result":{"error":"subscript out of bounds"}}]} diff --git a/tests/test_basic.py b/tests/test_basic.py deleted file mode 100644 index f79529d..0000000 --- a/tests/test_basic.py +++ /dev/null @@ -1,7 +0,0 @@ -"""Basic package tests.""" - -import finite_selection - - -def test_version() -> None: - assert finite_selection.__version__ diff --git a/tests/test_docs.py b/tests/test_docs.py new file mode 100644 index 0000000..e0096b1 --- /dev/null +++ b/tests/test_docs.py @@ -0,0 +1,20 @@ +"""The code in the user guide runs and prints what the guide says it prints.""" + +import contextlib +import io +import re +from pathlib import Path + +GUIDE = Path(__file__).parents[1] / "docs" / "guide.md" + + +def test_guide_outputs_match(): + text = GUIDE.read_text() + blocks = re.findall(r"```python\n(.*?)```\n\n```text\n(.*?)```", text, re.DOTALL) + assert len(blocks) == 6 + namespace: dict = {} + for code, expected in blocks: + out = io.StringIO() + with contextlib.redirect_stdout(out): + exec(code, namespace) # noqa: S102 - running our own documentation + assert out.getvalue().strip() == expected.strip() diff --git a/tests/test_parity_fsm.py b/tests/test_parity_fsm.py new file mode 100644 index 0000000..fba908f --- /dev/null +++ b/tests/test_parity_fsm.py @@ -0,0 +1,114 @@ +"""fsm and fsm_batch against the R package FSM 1.0.0.""" + +import numpy as np +import pytest +from conftest import fixture_names, load, r_data, r_matrix + +from finite_selection import fsm, fsm_batch, lalonde + +# R names its options with spaces and capitals; the Python API uses snake case. +R_ARGS = { + "s_function": "s_function", + "Q_initial": "q_initial", + "eps": "eps", + "intercept": "intercept", + "standardize": "standardize", + "Pol_mat": "pol_mat", + "w_pol": "w_pol", +} +# Criteria agree to the last of R's 7 rounded decimals; a value sitting on a +# rounding boundary can land one unit apart, and large criteria (tiny eps) +# carry ~1e-11 relative floating-point noise. +CRIT_ATOL = 1.01e-7 +CRIT_RTOL = 1e-9 + + +def assert_criteria_match(ours: np.ndarray, r_rows) -> None: + theirs = r_matrix(r_rows) + # R marks unavailable units with a -1 sentinel before turning it into NA, + # so a genuine criterion of exactly -1 also comes back NA. + sentinel = np.isnan(theirs) & (ours == -1) + theirs[sentinel] = -1 + np.testing.assert_allclose(ours, theirs, rtol=CRIT_RTOL, atol=CRIT_ATOL) + + +DETERMINISTIC = [n for n in fixture_names("fsm_") if "ties_random" not in n] + + +def python_args(r_args: dict) -> dict: + kw = {R_ARGS[k]: v for k, v in r_args.items()} + kw["s_function"] = kw.get("s_function", "Dopt").replace(" ", "_").lower() + for key in ("q_initial", "pol_mat"): + if key in kw: + kw[key] = np.array(kw[key], float) + return kw + + +@pytest.mark.parametrize("name", DETERMINISTIC) +def test_fsm_matches_r(name): + case = load(name) + x = r_data(case["dataset"]).to_numpy() + kw = python_args(case["args"]) + if "error" in case: + with pytest.raises(ValueError, match="collinear"): + fsm(x, np.array(case["som"]), ties="smallest", **kw) + return + res = fsm( + x, + np.array(case["som"]), + ties="smallest", + keep_criteria="criteria" in case, + **kw, + ) + np.testing.assert_array_equal(res.assignment, case["z"]) + np.testing.assert_array_equal(res.selected + 1, case["selected"]) + if "criteria" in case: + assert_criteria_match(res.criteria, case["criteria"]) + + +def test_bundled_lalonde_has_declared_dtypes(): + df = lalonde() + assert df.shape == (445, 8) + assert (df.dtypes == np.float64).all() + + +def test_bundled_lalonde_matches_r(): + np.testing.assert_allclose( + lalonde().to_numpy(), r_data("lalonde").to_numpy(), rtol=0, atol=1e-9 + ) + + +def test_ties_random_distribution(rng): + case = load("fsm_ties_random_binary") + x = r_data("binary").to_numpy() + reps = 2000 + z = np.array( + [fsm(x, np.array(case["som"]), rng=rng).assignment for _ in range(reps)] + ) + ours = (z == 1).mean(axis=0) + theirs = np.array(case["freq_group1"]) + # Two independent Monte Carlo estimates of each unit's chance of group 1. + se = np.sqrt(ours * (1 - ours) / reps + theirs * (1 - theirs) / case["reps"]).clip( + 1e-3 + ) + assert np.all(np.abs(ours - theirs) < 5 * se) + + +@pytest.mark.parametrize("name", fixture_names("batch_")) +def test_fsm_batch_matches_r(name): + case = load(name) + x = r_data(case["dataset"]).to_numpy() + split = case["split"] + res = fsm_batch( + x[split:], + x[:split], + np.array(case["past_z"]), + np.array(case["som"]), + ties="smallest", + intercept=case["intercept"], + keep_criteria=True, + ) + np.testing.assert_array_equal(res.assignment, case["z"]) + # R reports the original row index; Python counts within the new batch. + np.testing.assert_array_equal(res.selected + split + 1, case["selected"]) + assert_criteria_match(res.criteria, case["criteria"]) diff --git a/tests/test_parity_inference.py b/tests/test_parity_inference.py new file mode 100644 index 0000000..4697be8 --- /dev/null +++ b/tests/test_parity_inference.py @@ -0,0 +1,208 @@ +"""perm_test, ess_rand, ess_model, tasmd_rand and make_sq_inter against R. + +Where R departs from its documented behaviour, Python implements the +documented behaviour and the test pins both: exact agreement on the inputs R +actually uses, and the departure itself. +""" + +import numpy as np +import pandas as pd +import pytest +from conftest import load, r_data + +from finite_selection import ( + TasmdSummary, + ess_model, + ess_rand, + make_sq_inter, + perm_test, + tasmd_rand, +) + +ALT = {"not equal": "two-sided", "greater": "greater", "less": "less"} +METHOD = {"marginal mean": "mean", "marginal rank": "rank"} +PERM = load("perm_test") + + +def run_perm(case, tau=None): + return perm_test( + np.array(case["y_obs"]), + np.array(case["alloc"])[0], + np.array(case["alloc"]), + contrast=case["contrast"], + tau=case["tau"] if tau is None else tau, + method=METHOD[case["method"]], + alternative=ALT[case["alternative"]], + ) + + +@pytest.mark.parametrize( + "case", + [c for c in PERM if c["tau"] == 0], + ids=lambda c: f"{c['id']}-{c['method']}-{c['alternative']}", +) +def test_perm_test_matches_r(case): + res = run_perm(case) + r = case["result"]["value"] + assert res.stat_obs == pytest.approx(r["test_stat_obs"], abs=1e-12) + np.testing.assert_allclose(res.stat_iter, r["test_stat_iter"], atol=1e-12) + # R compares in raw floating point, so a statistic that ties the observed + # one exactly can be dropped by rounding noise. Python counts every tie; + # R's p-value lies between the tie-free and the tie-inclusive value. + stat, obs = np.asarray(r["test_stat_iter"]), r["test_stat_obs"] + ties = np.isclose(np.abs(stat), abs(obs), rtol=0, atol=1e-9) + assert r["p_value"] <= res.p_value + 1e-12 + assert r["p_value"] >= res.p_value - ties.mean() - 1e-12 + if not ties.any(): + assert res.p_value == pytest.approx(r["p_value"], abs=1e-12) + + +@pytest.mark.parametrize( + "case", + [c for c in PERM if c["tau"] != 0], + ids=lambda c: f"{c['method']}-{c['alternative']}", +) +def test_perm_test_nonzero_tau_imputes_the_null(case): + """R shifts the tau = 0 statistics by tau instead of imputing the null. + + Python imputes Y(1) = Y(2) + tau. Pin R's behaviour as the shift of the + tau = 0 statistics, and check that Python's reference distribution + genuinely depends on tau where R's does not. + """ + r = case["result"]["value"] + zero = run_perm(case, tau=0.0) + np.testing.assert_allclose( + np.array(r["test_stat_iter"]), zero.stat_iter - case["tau"], atol=1e-12 + ) + ours = run_perm(case) + assert ours.stat_obs == pytest.approx(zero.stat_obs, abs=1e-12) + assert not np.allclose(ours.stat_iter, zero.stat_iter) + + +def test_perm_test_imputation_by_hand(): + y = np.array([3.0, 5.0, 1.0, 2.0]) + z_obs = np.array([1, 1, 2, 2]) + alloc = np.array([[1, 1, 2, 2], [2, 2, 1, 1], [1, 2, 1, 2]]) + res = perm_test(y, z_obs, alloc, tau=2.0) + # Null: Y(1) = Y(2) + 2. Imputed Y(1) = [3, 5, 3, 4]; Y(2) = [1, 3, 1, 2]. + np.testing.assert_allclose(res.stat_iter, [4 - 1.5, 3.5 - 2, 3 - 2.5]) + # Every |stat - 2| is at least |2.5 - 2|. + assert res.p_value == pytest.approx(1.0) + # Under the null of no effect the outcomes stay fixed: stats 2.5, -2.5, + # -1.5, of which two reach |2.5|. + zero = perm_test(y, z_obs, alloc) + np.testing.assert_allclose(zero.stat_iter, [2.5, -2.5, -1.5]) + assert zero.p_value == pytest.approx(2 / 3) + + +def test_ess_rand_matches_r_on_the_iterations_r_reads(): + """R reads only the first N iterations (N = number of units).""" + case = load("ess_rand") + y = np.array(case["y_mat"]) + designs = [np.array(a) for a in case["assign"]] + n = len(y) + np.testing.assert_allclose( + ess_rand([d[:n] for d in designs], y), case["result"], rtol=1e-12 + ) + np.testing.assert_allclose( + ess_rand([d[:n] for d in designs], y, contrast=(-1, 1)), + case["result_rev"], + rtol=1e-12, + ) + assert not np.allclose(ess_rand(designs, y), case["result"]) + + +@pytest.mark.parametrize("name", ["ess_model", "ess_model_unequal"]) +def test_ess_model_matches_r(name): + case = load(name) + # R takes one assignment per column; Python takes one per row. + res = ess_model( + np.array(case["x_cov"]), np.array(case["assign"]).T, np.array(case["y_mat"]) + ) + np.testing.assert_allclose(res, case["result"], rtol=1e-12) + + +TASMD = {c["id"]: c for c in load("tasmd_rand")["cases"]} + + +@pytest.mark.parametrize("cid", ["vec_target", "vec_group", "vec_lab2", "vec_custom"]) +def test_tasmd_vectors_match_r(cid): + case = TASMD[cid] + a = case["args"] + x = r_data("lalonde60") + res = tasmd_rand( + x, + {"CRD": np.array(a["alloc1"]), "FSM": np.array(a["alloc2"])}, + treat_lab=a.get("treat_lab", 1), + mean_tar=a.get("mean_tar"), + sd_tar=a.get("sd_tar"), + denom=a.get("denom", "target"), + ) + assert isinstance(res, pd.DataFrame) + r = case["result"]["value"] + # R rounds to the requested 10 decimals. + np.testing.assert_allclose(res.to_numpy(), r["values"], atol=5.1e-11) + assert list(res.index) == r["rownames"] + + +def test_tasmd_matrices_match_r(): + case = TASMD["mat_target"] + a = case["args"] + res = tasmd_rand( + r_data("lalonde60"), + {"CRD": np.array(a["alloc1"]), "FSM": np.array(a["alloc2"])}, + ) + assert isinstance(res, TasmdSummary) + r = case["result"]["value"] + np.testing.assert_allclose( + res.mean.to_numpy(), r["tasmd_mean"]["values"], atol=5.1e-11 + ) + np.testing.assert_allclose(res.sd.to_numpy(), r["tasmd_sd"]["values"], atol=5.1e-11) + + +def test_tasmd_designs_of_different_lengths(): + """R fails with 'subscript out of bounds'; nothing requires equal counts.""" + a = TASMD["mat_mismatch"]["args"] + res = tasmd_rand( + r_data("lalonde60"), + {"CRD": np.array(a["alloc1"]), "FSM": np.array(a["alloc2"])}, + ) + assert isinstance(res, TasmdSummary) + assert res.mean.shape == (8, 2) + + +MSI = load("make_sq_inter") + + +@pytest.mark.parametrize( + "case", + MSI["cases"], + ids=lambda c: f"sq{c['is_square']}-int{c['is_inter']}-marg{c['keep_marginal']}", +) +def test_make_sq_inter_matches_r(case): + data = pd.DataFrame(MSI["data"]["values"], columns=MSI["data"]["columns"]) + kw = {k: case[k] for k in ("is_square", "is_inter", "keep_marginal")} + if "error" in case["result"]: + with pytest.raises(ValueError, match="nothing to return"): + make_sq_inter(data, **kw) + return + res = make_sq_inter(data, **kw) + assert list(res.columns) == case["result"]["value"]["columns"] + np.testing.assert_array_equal(res.to_numpy(), case["result"]["value"]["values"]) + + +def test_love_plot_draws_the_tasmd_values(): + mpl = pytest.importorskip("matplotlib") + mpl.use("Agg") + from finite_selection import love_plot, tasmd + + case = TASMD["vec_target"] + x = r_data("lalonde60") + designs = { + "CRD": np.array(case["args"]["alloc1"]), + "FSM": np.array(case["args"]["alloc2"]), + } + ax = love_plot(x, designs) + for coll, (_, z) in zip(ax.collections, designs.items(), strict=True): + np.testing.assert_allclose(coll.get_offsets()[:, 0], tasmd(x, z).to_numpy()) + assert [t.get_text() for t in ax.get_yticklabels()] == list(x.columns) diff --git a/tests/test_parity_som.py b/tests/test_parity_som.py new file mode 100644 index 0000000..0e27986 --- /dev/null +++ b/tests/test_parity_som.py @@ -0,0 +1,83 @@ +"""som and crd against the R package FSM 1.0.0. + +R and numpy use different random number generators, so draws cannot match +one for one. What is checked exactly is everything deterministic given a +draw (SCOMARS's conditional probabilities along R's realized path); the +draws themselves are compared as distributions. +""" + +import numpy as np +import pytest +from conftest import fixture_names, load + +from finite_selection import crd, scomars_probs, som + +R_METHODS = { + "SCOMARS": "scomars", + "global percentage": "global_percentage", + "randomized chunk": "randomized_chunk", +} +REPS = 10000 + + +def draw_som(cfg: dict, case: dict, rng) -> np.ndarray: + return som( + cfg["sizes"], + method=R_METHODS[cfg["method"]], + n_units=cfg.get("discard_n"), + control=case["control"], + rng=rng, + ).treat + + +def close_frequencies(ours, theirs, n_ours, n_theirs): + se = np.sqrt(ours * (1 - ours) / n_ours + theirs * (1 - theirs) / n_theirs) + return np.all(np.abs(ours - theirs) <= 5 * se.clip(1e-3)) + + +@pytest.mark.parametrize("name", fixture_names("som_scomars")) +def test_scomars_probabilities_on_r_path(name): + case = load(name) + one = case["one"] + lowest = 0 if case["control"] else 1 + second = np.array(one["Treat"]) - lowest + probs = scomars_probs(second, np.array(case["marginal_treat"])) + # R prints these rounded to four decimals. + np.testing.assert_allclose(np.round(probs, 4), one["Probs"], atol=1e-12) + + +@pytest.mark.parametrize("name", fixture_names("som_gp")) +def test_global_percentage_path_follows_rule(name): + case = load(name) + sizes = np.array(case["config"]["sizes"], float) + counts = np.zeros(len(sizes)) + for label in case["one"]["Treat"]: + crit = (counts + 0.5) / sizes + assert crit[label - 1] == crit.min() + counts[label - 1] += 1 + + +@pytest.mark.parametrize("name", fixture_names("som_")) +def test_som_stage_distribution(name, rng): + case = load(name) + cfg = case["config"] + draws = np.array([draw_som(cfg, case, rng) for _ in range(REPS)]) + for j, level in enumerate(case["levels"]): + theirs = np.array(case["stage_freq"])[:, j] + ours = (draws == level).mean(axis=0) + assert close_frequencies(ours, theirs, REPS, case["reps"]), level + + +@pytest.mark.parametrize("name", fixture_names("crd_")) +def test_crd_distribution(name, rng): + case = load(name) + draws = np.array( + [crd(case["sizes"], control=case["control"], rng=rng) for _ in range(REPS)] + ) + assert sorted(np.unique(draws)) == case["levels"] + for j, level in enumerate(case["levels"]): + np.testing.assert_array_equal((draws == level).sum(axis=1), case["sizes"][j]) + theirs = np.array(case["unit_freq"])[:, j] + assert close_frequencies( + (draws == level).mean(axis=0), theirs, REPS, case["reps"] + ) diff --git a/uv.lock b/uv.lock index 1d59c97..c9941d2 100644 --- a/uv.lock +++ b/uv.lock @@ -1,6 +1,14 @@ version = 1 revision = 3 requires-python = ">=3.12" +resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] [[package]] name = "accessible-pygments" @@ -203,6 +211,86 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, ] +[[package]] +name = "contourpy" +version = "1.4.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/83/5a/a55177dd22553a277388e8a1b3220e92de91bacb28356cdc73caa240121d/contourpy-1.4.0.tar.gz", hash = "sha256:20156f5a1ac4f8ce02656e39a61e82164a3d359796dc8026f75b062783d500e1", size = 13323726, upload-time = "2026-09-11T19:05:05.808Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/97/ba/01bde9753bdbba04a6da9d2bff3881f021bc708f654655e95fae26d3b3a3/contourpy-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:186ba929df36d61b6127da2e89cd1357e4cb79aca647381ab1a6feb0b152877b", size = 297302, upload-time = "2026-09-11T19:02:45.103Z" }, + { url = "https://files.pythonhosted.org/packages/dd/f5/c5bf67522d49a2222f3154fe46879451d26f0e35ece41770758a64ea78cb/contourpy-1.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c76f3a5318164db7d9401132fc1b5364b784c613c93fa506e3b5e6d1bf353ec8", size = 284921, upload-time = "2026-09-11T19:02:48.049Z" }, + { url = "https://files.pythonhosted.org/packages/0f/cc/cb989599eec12fda312e127eb8e04a8b21a7a6c94bf7ff1bc68273334a42/contourpy-1.4.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:43c3ccbb32c6294b183dcc8e8c46dacf5ecef809497e3d48a5be298eef185ad0", size = 356332, upload-time = "2026-09-11T19:02:51.408Z" }, + { url = "https://files.pythonhosted.org/packages/47/fb/6f620d7602507817b0b4c21dd790ed68688f1f4ae9c29aacf21f08db5cf1/contourpy-1.4.0-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:86d05cec773c9507a3950122e0e40ce77c23c75ceeb2fc189514e71893cbb34b", size = 405878, upload-time = "2026-09-11T19:02:54.093Z" }, + { url = "https://files.pythonhosted.org/packages/32/4e/693c6d6bdece679f0953775eef3a1b66d56be55478d936e7deb1f3004422/contourpy-1.4.0-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2deb580178ca19437a84bd77e4bc2cd91a8ccad212413a83c273900868b5978c", size = 408296, upload-time = "2026-09-11T19:02:56.528Z" }, + { url = "https://files.pythonhosted.org/packages/78/f9/b6831508960d559581c448532ba4df312217072975486dbf2b24fcc5b76f/contourpy-1.4.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:875f42444c9cf48d56f724f2637e60d0f73b3b12c9041e1484580a233edf9591", size = 383243, upload-time = "2026-09-11T19:02:58.638Z" }, + { url = "https://files.pythonhosted.org/packages/f2/21/52903825a0ae7bb625e8bd30a09816d4c3c5d6174a469c10a616166cf780/contourpy-1.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f863c6100bf926cf47d13f3cd75f9bb8ebd98aaab230eeb4468b91f98f39a6b3", size = 1357306, upload-time = "2026-09-11T19:03:01.036Z" }, + { url = "https://files.pythonhosted.org/packages/d8/79/d68b1ce8539e4071518fed9523f558398f34dcd078b8927b109c72dad2ef/contourpy-1.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3863ef2e2b13fe93f8c0ebb08ee400cb07153b8b0e91c5acb26e4537f283634f", size = 1427243, upload-time = "2026-09-11T19:03:03.866Z" }, + { url = "https://files.pythonhosted.org/packages/ac/f0/b75a10e9d0616b97a30de277b6dfe83f1879880854c7330337309530eb48/contourpy-1.4.0-cp312-cp312-win32.whl", hash = "sha256:5450f091ac1be0be3ad3a2a3b3f23b5e443e78c670ced4fd347d626f92a28fd2", size = 347345, upload-time = "2026-09-11T19:03:06.192Z" }, + { url = "https://files.pythonhosted.org/packages/50/a9/dab08786bb4d77ef9a046b3c1be923be4e73c5d07d91f5a54e8ea9b09e41/contourpy-1.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:6e697d94e69f499ff6bebb899cae97a58d5d14f0e1fe9568b43a0248d2f9af8c", size = 234083, upload-time = "2026-09-11T19:03:08.122Z" }, + { url = "https://files.pythonhosted.org/packages/47/b9/3ba509755a970dbde5948e7142ac21f266be72f38017cc4087a05fdceee1/contourpy-1.4.0-cp312-cp312-win_arm64.whl", hash = "sha256:0c7a4c2716a4e98342221954416a836cca77c996c14ddbf22b5f01d5d93ca09c", size = 559521, upload-time = "2026-09-11T19:03:10.047Z" }, + { url = "https://files.pythonhosted.org/packages/b7/8b/62a6eacea08ea0b6ab0159a7783df7ed421ff9c1ff58fef7c31f58fa5e52/contourpy-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e21d1d4a9db5b3a793649c7ab0ddb4697f2818929eec871a7b9c45fce7b2a1ea", size = 297330, upload-time = "2026-09-11T19:03:11.809Z" }, + { url = "https://files.pythonhosted.org/packages/3f/2f/103cdc5b7077cd569989d3ddb99ee3d4e96ee31bde8df2a6e426b2dc6195/contourpy-1.4.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:196759a3e4db60e1546167e361090ebb6d199aa3aafc9e34ea17a5ac3b23e814", size = 285037, upload-time = "2026-09-11T19:03:13.781Z" }, + { url = "https://files.pythonhosted.org/packages/bf/25/97001d1fdf940e6f5adfc592d4f5899fff95daf7dceead3988fe09987d2d/contourpy-1.4.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c0e07c691f3b3321913ed9b8161c50ea5f77fadd006f52f5e755359b0dcbfc5", size = 356675, upload-time = "2026-09-11T19:03:15.374Z" }, + { url = "https://files.pythonhosted.org/packages/a6/5e/9a7241a89e2f74402aefa2569e1349ad2750ff77823c04c788eaaedb7fdd/contourpy-1.4.0-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7f861af508fca2384eef392bc1d8377cfa349b2b854cb11b45d89c75780e2561", size = 406990, upload-time = "2026-09-11T19:03:17.44Z" }, + { url = "https://files.pythonhosted.org/packages/36/81/3a4fbbf6a806eada5453a6d16f6c7d96b9f4b3e57a3127368fb545986b8a/contourpy-1.4.0-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a03b32c2e7eda8b17757c022162c13c86f5c3d6f937dddf9ba3c3ff7b513953b", size = 407271, upload-time = "2026-09-11T19:03:19.523Z" }, + { url = "https://files.pythonhosted.org/packages/68/77/8f93ecbde1a4d11dfd460cd19a0c159f5487352e751fa87f5d78cc9db08e/contourpy-1.4.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f1219a8898523cba821085f2da8a1b962cc696325763f09d7f93538ba43b2d70", size = 384707, upload-time = "2026-09-11T19:03:21.208Z" }, + { url = "https://files.pythonhosted.org/packages/05/07/e5cdf94d68961ee464de6b4fedd3d2f666584f59ccd124bb1290597122ab/contourpy-1.4.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:20da2f86bfaed60dbba729fe738c8241b1dd22b6cf7e8cbbf30df290bd04ba28", size = 1356741, upload-time = "2026-09-11T19:03:23.621Z" }, + { url = "https://files.pythonhosted.org/packages/fd/8a/2301d07accb257ac08daeb631875fada06fedd019c20ff7b00ee07e9d211/contourpy-1.4.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6ced1670fafee703b8277ab1645072a226e74f167166eae146fb743916119b67", size = 1426793, upload-time = "2026-09-11T19:03:25.955Z" }, + { url = "https://files.pythonhosted.org/packages/7d/5d/a62648f06259d15c139b14eb8cf3c58fe53cb970a55f2bb77d1070e80a41/contourpy-1.4.0-cp313-cp313-pyemscripten_2025_0_wasm32.whl", hash = "sha256:abd0f7e51ecc52bf8c95713bd80b1c17c516a71fa391c54475308a4377903c2b", size = 117961, upload-time = "2026-09-11T19:03:27.713Z" }, + { url = "https://files.pythonhosted.org/packages/71/31/c5b7771ba6982f319ec90c0cf5c425b36891adfeee2d9f667f90b2d0c166/contourpy-1.4.0-cp313-cp313-win32.whl", hash = "sha256:510f7d93d94cf6ebf4e2cd0640bea16ab8affac7547230175b6745b596ce0599", size = 347438, upload-time = "2026-09-11T19:03:29.829Z" }, + { url = "https://files.pythonhosted.org/packages/68/c1/a59df0754bf83a6f3e153cc19d550a5b01f607e389b1c4d57f436f9139e0/contourpy-1.4.0-cp313-cp313-win_amd64.whl", hash = "sha256:6507a016976a75a15aee47809a34605de6244ccc056e6164bf9fb14b27eecad4", size = 234084, upload-time = "2026-09-11T19:03:31.657Z" }, + { url = "https://files.pythonhosted.org/packages/41/48/97224f5decb1efa5a610f912195deb45321f73ec9b9dac485cd6fe2d5a6a/contourpy-1.4.0-cp313-cp313-win_arm64.whl", hash = "sha256:423bd5f4b3f11d54a8c597234e513382e3454bb106b8ec7ae32ba4ed63f8d99b", size = 559559, upload-time = "2026-09-11T19:03:33.528Z" }, + { url = "https://files.pythonhosted.org/packages/75/b0/b548628c8dddf6e5e0a981b7fa8e4c008024df09c7d17c6a9e271edfa0b3/contourpy-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:a3e67bc1a6a4618a1dac7c3053a9ffece5ddfa2046b2670b342cf430bb0b87d1", size = 297354, upload-time = "2026-09-11T19:03:35.017Z" }, + { url = "https://files.pythonhosted.org/packages/04/5a/513484208742f65af2648c519f0b7ab034616e183c4403538024c136a1ab/contourpy-1.4.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:072a702e2e178f4fcf96f04775d0c059e4c917925abf0d3208ebb6865df3c23d", size = 283729, upload-time = "2026-09-11T19:03:36.818Z" }, + { url = "https://files.pythonhosted.org/packages/35/da/5a6562febc994b2c4bf9d01e57a50458ef8a2051bb3e7b35a00333e0fc26/contourpy-1.4.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:404dbcd9233513dfd1323b66ea593fef90e899f658f6b8a9ed8e93bd0ca669db", size = 357819, upload-time = "2026-09-11T19:03:39.058Z" }, + { url = "https://files.pythonhosted.org/packages/6d/99/7b358ce888aaa426f755daa096c99c59d17c352037344e836f20e5d3b957/contourpy-1.4.0-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:61624f6722480aa7e168fd746164e7bfdf48f8ccb6542f1613741200dc37e2b1", size = 407795, upload-time = "2026-09-11T19:03:41.293Z" }, + { url = "https://files.pythonhosted.org/packages/be/02/34d7548adf08c60967435d79d7a90882eacc84f5093435287974c7e99943/contourpy-1.4.0-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2e741a39dfc96babe1722561e81351aeec104526c57dbe91c167c1db606c2d55", size = 408552, upload-time = "2026-09-11T19:03:42.728Z" }, + { url = "https://files.pythonhosted.org/packages/cf/8c/9677dad226e5aaac5b823d5b09d881ebc32ff1648af417597649841e516c/contourpy-1.4.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e439ab450c93455feb0218532ded3e946ec7a9b5f459069f122cfa44b89229f6", size = 384850, upload-time = "2026-09-11T19:03:44.402Z" }, + { url = "https://files.pythonhosted.org/packages/08/f5/e3fbeaa489c223629fbb434737cb3de4ecaca9cae4825e77b92490f640f8/contourpy-1.4.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:417be048f7e122cefbe2a34c51a1f2b0410f8eb35796f794d45475ddb7872d9d", size = 1357601, upload-time = "2026-09-11T19:03:46.746Z" }, + { url = "https://files.pythonhosted.org/packages/88/be/55fec293d342c222ed58a5d4056df4362e192af2e59527a3d5d822de8828/contourpy-1.4.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:43d80072a32299bf945de0a6dd4e034ea0162e832261de2e07a274a5adbba9c9", size = 1427340, upload-time = "2026-09-11T19:03:48.745Z" }, + { url = "https://files.pythonhosted.org/packages/86/40/0faabf453edf59b0e3633381d7ca72c3414fb9b72b5cbb08b06ed792d3e5/contourpy-1.4.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:fa1b787362a3856e63dd2b89449f6c384d55ee1beb8f94f4bcc871b40f02462c", size = 118355, upload-time = "2026-09-11T19:03:50.047Z" }, + { url = "https://files.pythonhosted.org/packages/38/0c/7ea75aa3559ae8a6805015e15a19c92b6480752ecc92526361e5776e88c5/contourpy-1.4.0-cp314-cp314-win32.whl", hash = "sha256:738c44fa71735a617f36da58e32810512407d283d5d1bb5b1cecb00d7eeba7cf", size = 356977, upload-time = "2026-09-11T19:04:11.401Z" }, + { url = "https://files.pythonhosted.org/packages/15/41/3df8cc14bb572c8b447f9dfbc876703f0f2f2896058285b5c87a1d4a638d/contourpy-1.4.0-cp314-cp314-win_amd64.whl", hash = "sha256:181bea01bc742734ae672fa00c717d855dd35e1f029536406538c52e7b0cd73d", size = 240101, upload-time = "2026-09-11T19:04:12.772Z" }, + { url = "https://files.pythonhosted.org/packages/66/01/ee6830a5aa4565662a345172f6f35eeeed625d20f1c9d4ecd35318fe4ade/contourpy-1.4.0-cp314-cp314-win_arm64.whl", hash = "sha256:64039341e2d8804f1a13bda8c69083eab935167bbd7e856cf096241f17d5bd45", size = 576359, upload-time = "2026-09-11T19:04:14.983Z" }, + { url = "https://files.pythonhosted.org/packages/51/af/49ee9c9cf012699e505c1b63c531cc99f19df50f205173092c4d541e3ec7/contourpy-1.4.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:ef47fef9a912c77e3d84b014f701e5a9340f25703e9ed3bcebe37f91fb69dc49", size = 313601, upload-time = "2026-09-11T19:03:51.452Z" }, + { url = "https://files.pythonhosted.org/packages/ad/59/ce411ab2be0f805038626d8f4ca9ce563487ff51ff6c363e7512271564ed/contourpy-1.4.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:96019f059bcb3774acc0104be3360a57b36d33eaaa2e1d7f77c800ca8e07618b", size = 302812, upload-time = "2026-09-11T19:03:53.022Z" }, + { url = "https://files.pythonhosted.org/packages/95/b0/390915f9af14c1e2d3b2a9ad99d85b98df4352346a51e368cbb825f813c3/contourpy-1.4.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ddf5a2596d716fd3793434844caf31abc7a40b1e8718431420c89858268fb909", size = 348996, upload-time = "2026-09-11T19:03:54.594Z" }, + { url = "https://files.pythonhosted.org/packages/c7/85/e0952576d54322f3e9983b1e049a7a31f42ce82c5c29d01821e6dd3780d7/contourpy-1.4.0-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:dd59df9e2fb0aff8bd7fd1adb9f349b7c835245a9d0f18c2f2deeb537190f2b1", size = 400272, upload-time = "2026-09-11T19:03:56.822Z" }, + { url = "https://files.pythonhosted.org/packages/d6/7d/f13543a5e1598e4a4ad01d9d5e2d65f9c09c37660616429913d606c5977d/contourpy-1.4.0-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b7794ea07cab575633daad8d6e963b662053391022294d3aacc1d9ba9ef54114", size = 412895, upload-time = "2026-09-11T19:03:58.487Z" }, + { url = "https://files.pythonhosted.org/packages/c5/a8/6e5eaff53507dfd2dfc428240eecda32453067277d4b3e7ca71210b2d611/contourpy-1.4.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a1c8a74744fa746eeaa12f0f9ed7f8b4add9d8f1b14d95e3b5e133675eac888f", size = 377060, upload-time = "2026-09-11T19:04:00.122Z" }, + { url = "https://files.pythonhosted.org/packages/16/a3/d00e44d35511b3cead5bd794ee672d4eecf30d9de4ceac57a49d6204064f/contourpy-1.4.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:107ec46f7aa1664266d69b1181aadc953d58d39f7d8d648fa5b795d4a060b0de", size = 1345688, upload-time = "2026-09-11T19:04:02.705Z" }, + { url = "https://files.pythonhosted.org/packages/1e/01/1e533b0cae32c8edd63fe40435ec3b29345dab87321afcd28722d7f957d1/contourpy-1.4.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5a4c89c7f38a0d7a94356d74e3391073c4325c4d47ad2fd065c3fe7dbae16c0c", size = 1416140, upload-time = "2026-09-11T19:04:04.77Z" }, + { url = "https://files.pythonhosted.org/packages/6d/0c/4ee66759f00d6a5d6909782f14f441d639fa18a4a43142e334351efc47f8/contourpy-1.4.0-cp314-cp314t-win32.whl", hash = "sha256:912c6afaa106e2f74ba22b30416b77ef7eb94e3bdc5a4df51ab147845dba9b6d", size = 371982, upload-time = "2026-09-11T19:04:06.233Z" }, + { url = "https://files.pythonhosted.org/packages/e6/ac/b3e5324138c3e3741f526663f4f265f4f69dfdf26415a39428940864a5f6/contourpy-1.4.0-cp314-cp314t-win_amd64.whl", hash = "sha256:ef9440f6f8506246269a82734f5ff9e2e4c5e775b3996fc883cc491c5257eca6", size = 262907, upload-time = "2026-09-11T19:04:07.882Z" }, + { url = "https://files.pythonhosted.org/packages/19/37/c9aa45e47819dc15a38fc5c81a2fb987fde55e9d3b991fbde514e3b6b5f5/contourpy-1.4.0-cp314-cp314t-win_arm64.whl", hash = "sha256:fc9feef8f1f001c5b87decadc67c4a5d1eebb62ca39c4763d1237ff62cf2b707", size = 587071, upload-time = "2026-09-11T19:04:09.898Z" }, + { url = "https://files.pythonhosted.org/packages/cc/74/66d4e6fbea3bcb3fd4e5ae21c039ba31b8fc408b35884b4bc09b88016dce/contourpy-1.4.0-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:79b06c60d5e569ce12c5da8f0c51217cdc484386e2349fa717c30fafb56d2871", size = 297358, upload-time = "2026-09-11T19:04:16.718Z" }, + { url = "https://files.pythonhosted.org/packages/2e/8d/8f7f25e71d73f15d7859943189900d2d348e740388c9ef52a0180d284762/contourpy-1.4.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:6f963ea9f0d68d2b6a02d861e3c0aae09ae25ba21f243fcf281e9fed468b078d", size = 283732, upload-time = "2026-09-11T19:04:18.087Z" }, + { url = "https://files.pythonhosted.org/packages/f0/90/957549e3b03c407c670e3e191db63f4aef60dab6605bc967af3a806b543e/contourpy-1.4.0-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5545ff38229c15d11d822fc6f7415b932da9f4975f53e305b7b96ebfb01f889c", size = 357820, upload-time = "2026-09-11T19:04:20.077Z" }, + { url = "https://files.pythonhosted.org/packages/56/4c/fa8de87d907b41b05d03f4945a51675cd67319650d01b4c927d209ffa6ee/contourpy-1.4.0-cp315-cp315-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:630d32f06cedf37b7f1dd2b6a12e4492826bd477a4c9c7b2e2fee6ce3a2cea76", size = 407804, upload-time = "2026-09-11T19:04:21.781Z" }, + { url = "https://files.pythonhosted.org/packages/04/e7/96bd4f4a4ae285727befbdb4b332d53a2654cc5da4585d2525b47a063e1f/contourpy-1.4.0-cp315-cp315-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:be85d160e7c795113c2a93254dde2fc7e86b375322570eee78b420969426973c", size = 408559, upload-time = "2026-09-11T19:04:23.432Z" }, + { url = "https://files.pythonhosted.org/packages/ae/94/39660e8dc309f96bf7971eb4ec5659f272f84e42b34c9990a96ecce8442c/contourpy-1.4.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:018227e134b73090b06f911e773a526c77c9af426be29065500ce096a5accd4c", size = 384861, upload-time = "2026-09-11T19:04:25.198Z" }, + { url = "https://files.pythonhosted.org/packages/ab/7b/411dccbf73d5d19da49bf7735786b3baf4ddb1456412d48ae4d4ab1fc761/contourpy-1.4.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:4bffcb2e8cc5c0e837631acab59dd04265fdac376550e7c3e310523877c68cb7", size = 1357612, upload-time = "2026-09-11T19:04:27.614Z" }, + { url = "https://files.pythonhosted.org/packages/a0/39/bf2442130e7d5aae75a4de4504f0c8aca3ef3da3feac3940ee27ca985d83/contourpy-1.4.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:cc87f2ffa84a49a77d76cb792f28a48ff3b05a222aa0b2bddbd839ba78e1d5ca", size = 1427345, upload-time = "2026-09-11T19:04:29.646Z" }, + { url = "https://files.pythonhosted.org/packages/96/60/e5d9196dd83ccd7dd103762982b10ef19a4f72e8ef67ae7157699b9be0bb/contourpy-1.4.0-cp315-cp315-pyemscripten_2026_5_wasm32.whl", hash = "sha256:c8be3392b84cf43373a488874dc1ebf46f60784a70977f92586e18019d71c7ed", size = 118157, upload-time = "2026-09-11T19:04:31.091Z" }, + { url = "https://files.pythonhosted.org/packages/1a/b2/ae3d90f08ba2ed82189d93b55ffbd41e559760e89af4f9ef54d51869f41d/contourpy-1.4.0-cp315-cp315-win32.whl", hash = "sha256:618137ec5778fb76d494c9ec854b104a377fddba0d128bef7136cce2c3bf0df8", size = 356982, upload-time = "2026-09-11T19:04:52.913Z" }, + { url = "https://files.pythonhosted.org/packages/02/a0/36648fff407dcf8b8482985d33367ffc0fe90be72383869312cd0bd00a1b/contourpy-1.4.0-cp315-cp315-win_amd64.whl", hash = "sha256:ea09dc704029930cbd097f75cb0cc1db9852adbcf1a151fac7e9559f7bcbfd19", size = 240101, upload-time = "2026-09-11T19:04:54.587Z" }, + { url = "https://files.pythonhosted.org/packages/07/09/49e987a96706b8f877596cee00d558d7880793a833addc6b33f80805e5dc/contourpy-1.4.0-cp315-cp315-win_arm64.whl", hash = "sha256:a5e2bb871b90cd7a52bdee63bf80ef7acb46398d27efc66d7679240016efc5aa", size = 576375, upload-time = "2026-09-11T19:04:56.515Z" }, + { url = "https://files.pythonhosted.org/packages/e3/18/820ba24a070fe2a834af73e52245c501960746f5c1777ebc64ec0c0dec12/contourpy-1.4.0-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:432e89f835cf01f8d2123a130a3126b17ee6e0348e4d62c0973872b30aa873bf", size = 313543, upload-time = "2026-09-11T19:04:32.582Z" }, + { url = "https://files.pythonhosted.org/packages/d3/4c/f61a63d8107e0c1c3fa47d30ce45abad90b2ad48a1a9a4510332db7e0176/contourpy-1.4.0-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:3e0a2392533e5e2abdf277c951047516acc8d2f3c42b2dd9dc34c907c9ebabf2", size = 302702, upload-time = "2026-09-11T19:04:34.257Z" }, + { url = "https://files.pythonhosted.org/packages/9d/93/5af95cb5113ecc6e780ca0c6c79756a2cea8833f971bbae112dd4ad73ded/contourpy-1.4.0-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:758e7496cec3195fc28a28945eab3ceef348c47fb95c7afc2eca2f3901209c8c", size = 354370, upload-time = "2026-09-11T19:04:36.158Z" }, + { url = "https://files.pythonhosted.org/packages/47/75/5a9942446647202beb7b4d150891bfcb78fb112c73862484bbe4cc031092/contourpy-1.4.0-cp315-cp315t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bee6ff96653e0807cd0f8eaef00174a031e3a2effa5c20f49a5a8d574b05af23", size = 402340, upload-time = "2026-09-11T19:04:37.914Z" }, + { url = "https://files.pythonhosted.org/packages/c3/4f/bfdb0c67775a584f957211936661289789c4d0ec3e988bca2c8c02f8090e/contourpy-1.4.0-cp315-cp315t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a58b5f130afec61a093d743cdda435cc4047748b6791627e34a68f41ec3a9b07", size = 410721, upload-time = "2026-09-11T19:04:39.925Z" }, + { url = "https://files.pythonhosted.org/packages/65/d3/dddf13d6bb26e145c99debd1f2695018b5f3e24452dd9bfc9904c9d2ec89/contourpy-1.4.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b9dc493e7924e5aa32d89d0b8e50986280f3d4b284968a792787bd7bcffd3cad", size = 382604, upload-time = "2026-09-11T19:04:41.793Z" }, + { url = "https://files.pythonhosted.org/packages/37/b4/89f0a5f6c6ccd322eae2704c7e933c82a4e594a61773933b4b0a18646866/contourpy-1.4.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:c927ec747633e68c9920bcaad48b0bcefe648812b822f18c34e2d0e2270a3d2a", size = 1354996, upload-time = "2026-09-11T19:04:43.856Z" }, + { url = "https://files.pythonhosted.org/packages/5d/29/fc91cc1ac6f3b591a269f4357b656d6ed0c39eb17c148f41f6da2f9729b9/contourpy-1.4.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:80c7fc8e7ac217777ce7ba2db3cf8478652b5a4b335283111012ff9eaac9d842", size = 1425030, upload-time = "2026-09-11T19:04:45.981Z" }, + { url = "https://files.pythonhosted.org/packages/d8/b8/bb129f524210c5d3eb8616876e02af280fba8b5554e0ac1afad80b51e06b/contourpy-1.4.0-cp315-cp315t-win32.whl", hash = "sha256:90feb8da006803a95ba573fddc9536357d0c3faddc3a4c9e22816ca49af52878", size = 371854, upload-time = "2026-09-11T19:04:48.106Z" }, + { url = "https://files.pythonhosted.org/packages/d8/b1/bc774d9d200cfc4f073bba78b1bb1cb3b55bf1c8c345eae41fc2db510459/contourpy-1.4.0-cp315-cp315t-win_amd64.whl", hash = "sha256:de503609fdb71f597634ca64fb4bd2f13d27c97f140e912b1e8ed93544840df0", size = 262450, upload-time = "2026-09-11T19:04:49.502Z" }, + { url = "https://files.pythonhosted.org/packages/54/bf/eb4ff492e1c3d027617b5a20e4e6d63a035b41b8cf77a95950159556a3a5/contourpy-1.4.0-cp315-cp315t-win_arm64.whl", hash = "sha256:78ed5c5f962b3e156109f0531b174a65ba80d13cc681a70227b12524c162e184", size = 587064, upload-time = "2026-09-11T19:04:51.148Z" }, +] + [[package]] name = "coverage" version = "7.16.2" @@ -302,6 +390,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/3f/0c/7a64e1ac90541a8edf50daef0914848011fb057a5bf55284a4811e21939a/coverage-7.16.2-py3-none-any.whl", hash = "sha256:11d28e9123a9156cb405d8d27b44256c9a58fb5decc2073a8f17862057e3aa0f", size = 215754, upload-time = "2026-09-27T12:28:59.075Z" }, ] +[[package]] +name = "cycler" +version = "0.12.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a9/95/a3dbbb5028f35eafb79008e7522a75244477d2838f38cbb722248dabc2a8/cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c", size = 7615, upload-time = "2023-10-07T05:32:18.335Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" }, +] + [[package]] name = "distlib" version = "0.4.3" @@ -333,10 +430,25 @@ wheels = [ name = "finite-selection" version = "0.1.0" source = { editable = "." } +dependencies = [ + { name = "numpy" }, + { name = "pandas" }, + { name = "scipy" }, +] + +[package.optional-dependencies] +data = [ + { name = "pyarrow" }, +] +plot = [ + { name = "matplotlib" }, +] [package.dev-dependencies] dev = [ + { name = "matplotlib" }, { name = "pre-commit" }, + { name = "pyarrow" }, { name = "pyright" }, { name = "pytest" }, { name = "pytest-cov" }, @@ -350,15 +462,27 @@ docs = [ { name = "sphinx-copybutton" }, ] test = [ + { name = "matplotlib" }, + { name = "pyarrow" }, { name = "pytest" }, { name = "pytest-cov" }, ] [package.metadata] +requires-dist = [ + { name = "matplotlib", marker = "extra == 'plot'", specifier = ">=3.8" }, + { name = "numpy", specifier = ">=2.0" }, + { name = "pandas", specifier = ">=2.2" }, + { name = "pyarrow", marker = "extra == 'data'", specifier = ">=15" }, + { name = "scipy", specifier = ">=1.11" }, +] +provides-extras = ["plot", "data"] [package.metadata.requires-dev] dev = [ + { name = "matplotlib", specifier = ">=3.8" }, { name = "pre-commit", specifier = ">=4" }, + { name = "pyarrow", specifier = ">=15" }, { name = "pyright", specifier = ">=1.1.390" }, { name = "pytest", specifier = ">=8" }, { name = "pytest-cov", specifier = ">=6" }, @@ -372,10 +496,69 @@ docs = [ { name = "sphinx-copybutton" }, ] test = [ + { name = "matplotlib", specifier = ">=3.8" }, + { name = "pyarrow", specifier = ">=15" }, { name = "pytest", specifier = ">=8" }, { name = "pytest-cov", specifier = ">=6" }, ] +[[package]] +name = "fonttools" +version = "4.66.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/87/b6/126c659ab7e0e03e01a5f5d223abf7b2c0691ae92718085a212a3924a2a3/fonttools-4.66.1.tar.gz", hash = "sha256:64967c6ddb0d4c610dfd8cb1485981b2d27972ddfb7d4bbbd9e199d2a089c450", size = 3694174, upload-time = "2026-09-29T16:11:53.706Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/06/1b/fcb22638f2f5918c855abfbab203701e4b03739953d26a59f3e6e59b8f30/fonttools-4.66.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:8526b2b7ec4db6b81efb83438be52b1264eda9a4994d867163cfe8c65581ce8d", size = 3097433, upload-time = "2026-09-29T16:10:07.869Z" }, + { url = "https://files.pythonhosted.org/packages/7f/0d/f51141407f9a64efc9fb39b94b0194c4a99c1ffff50834e7ca7a3f1cdd53/fonttools-4.66.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6946fe7bfb28590a1fd4061a17609c9a843952deb65dcf30d1fe725070c3e7a4", size = 2587566, upload-time = "2026-09-29T16:10:10.099Z" }, + { url = "https://files.pythonhosted.org/packages/75/c0/5810d73f9102eb1a08f26b8f7a6c22498622b43e05e684cd5ec602be8ffd/fonttools-4.66.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09ae73bd219e1245debd8376077a0fa6e03175e255c4f51bae5f6a271bfe384a", size = 5416460, upload-time = "2026-09-29T16:10:12.182Z" }, + { url = "https://files.pythonhosted.org/packages/a6/6e/babde908b879a3b51ffc230919d06a804912559dd4cf8c94f3fa2af69fec/fonttools-4.66.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7b8ff9e0edbcee2fbf7dff0c41b9041c1901c26acf64e23adb67495012df11de", size = 5397326, upload-time = "2026-09-29T16:10:14.133Z" }, + { url = "https://files.pythonhosted.org/packages/e6/98/8522cc7a5e5ad64a2b2b6e9598489809ed4956c532b887c65b131b8500b7/fonttools-4.66.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:38ce8f5fbd5c17dd2153d47d7c8d4108f3deda3f2b4a79b60ddc470a58faded3", size = 5353857, upload-time = "2026-09-29T16:10:16.375Z" }, + { url = "https://files.pythonhosted.org/packages/15/f9/ab87d67c23178886e57f24397b3113b4ac35297f086467c2c4d4231671a8/fonttools-4.66.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8aed2bbcd6216253ef1b015763593365ee8084f621dfa53bb957c19d5e05f7cd", size = 5517604, upload-time = "2026-09-29T16:10:18.791Z" }, + { url = "https://files.pythonhosted.org/packages/d4/20/e126062610aea31919310b0b3de4d0bbe73ccbdcb3d0409cc52027db93ee/fonttools-4.66.1-cp312-cp312-win32.whl", hash = "sha256:9ea6c93091cbf83161a544388746a0911550bd98cb911faca3591cf5ead166ac", size = 2435084, upload-time = "2026-09-29T16:10:21.145Z" }, + { url = "https://files.pythonhosted.org/packages/f0/af/5c245a0587e5b7b3dd209f640b9f70d8e63404ad8dc93819ba578d685985/fonttools-4.66.1-cp312-cp312-win_amd64.whl", hash = "sha256:261d8dc95845e751f975fe8d6075600593ee253470d46d1b84801688051b09f6", size = 2486987, upload-time = "2026-09-29T16:10:22.924Z" }, + { url = "https://files.pythonhosted.org/packages/cb/f4/e410b8c913da5b3fdbb4d16db0f2d2a0952f59c4db8d52dcf2d421d82044/fonttools-4.66.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:53e5854ea8003efec34adc0863c18ce91da923018354d27366f7fee7db928d7a", size = 3095249, upload-time = "2026-09-29T16:10:25.261Z" }, + { url = "https://files.pythonhosted.org/packages/5c/6a/275108baf41d9f2f4d1d77cf5f1e22200fe47efd5099dafabc3eba0b6197/fonttools-4.66.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:60f5ea17aed4262630afa43f26997ceabd6417fa05dcedf54c665f5a29193e18", size = 2587288, upload-time = "2026-09-29T16:10:27.101Z" }, + { url = "https://files.pythonhosted.org/packages/db/e7/11e5e6beb7e336d80f0ca870ae080033a91ebfe34fd5390dbcf78f8df56f/fonttools-4.66.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1801fdad5600118327171e0e8aa79f7cc48831dd55ab36998c9de03bd5ffe6cd", size = 5389836, upload-time = "2026-09-29T16:10:28.988Z" }, + { url = "https://files.pythonhosted.org/packages/4c/1c/6ec22372362b03350fe3da7bf33491a07cc9a553a36dd2383b76ec1741eb/fonttools-4.66.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:83572afe48733bad7a4a9c11721d3a726c2e976d82b063fc9bdd049d76955abd", size = 5372059, upload-time = "2026-09-29T16:10:31.011Z" }, + { url = "https://files.pythonhosted.org/packages/4b/4a/cb7971f1c0f40f891028ee8c46dadc6897ef61e44aa925a23fba2ef06e2a/fonttools-4.66.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:08d8956e3ec990c75230d92f1630b215e8f3738c83a003421c22b31ebfd0ce15", size = 5332824, upload-time = "2026-09-29T16:10:33.563Z" }, + { url = "https://files.pythonhosted.org/packages/e0/86/563e671f1d43fa8ffb2518d7fe16630fb16c7faf0420cc39f8e80181f486/fonttools-4.66.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:fdf4afd75c643e60ef4a96fe64fc8a9def27d2a542112332371a9e5066885f9a", size = 5490659, upload-time = "2026-09-29T16:10:35.788Z" }, + { url = "https://files.pythonhosted.org/packages/79/f7/2573ddfd256be6503458f8523e2893443e66257fc17f6055d7e0f0e721b7/fonttools-4.66.1-cp313-cp313-win32.whl", hash = "sha256:dbb7b950f8c02deaffb6968994691e8589d671b7ef8396bc9d5b5c0dfbb7292f", size = 2433450, upload-time = "2026-09-29T16:10:37.738Z" }, + { url = "https://files.pythonhosted.org/packages/d1/86/68bc2be04b83535607fbb70ebb2ba02380bf4286d79597c4515b7d247187/fonttools-4.66.1-cp313-cp313-win_amd64.whl", hash = "sha256:43d1284c1964666ee833f2badd3017dc138f53d4889043ffca66c5ce4188f188", size = 2485146, upload-time = "2026-09-29T16:10:39.772Z" }, + { url = "https://files.pythonhosted.org/packages/12/83/c745b210ec49379ebfe627e166b527f44671a1f6ec5e1e219d91caa8964d/fonttools-4.66.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:b18803cbdef248e7ee1be59cb277fbbe1da1faaa6f726fa5d3557904e6a3d967", size = 3099264, upload-time = "2026-09-29T16:10:41.998Z" }, + { url = "https://files.pythonhosted.org/packages/35/af/dd698f10bf0f743873077259e8a6fce075861dde3bb01eb22b2c4f7aefe8/fonttools-4.66.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:f08ab7f8461c37ecfdd29ad97fb0c0780b50501bd664bb0f46b6e83ed2b9d2a7", size = 2588769, upload-time = "2026-09-29T16:10:43.933Z" }, + { url = "https://files.pythonhosted.org/packages/c5/65/10b5caa2aa779e62411b67949bda9741d4d7532ba0b6dea647b715131260/fonttools-4.66.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7cf4f996f9b1cb549bff9ea4c50813988a26ec922c95cfa85c7e4f1270447e06", size = 5374278, upload-time = "2026-09-29T16:10:45.727Z" }, + { url = "https://files.pythonhosted.org/packages/6a/db/9ac5c6773feec1b40e57eac106d869886f66a1e44082d343ac1e1e1fb773/fonttools-4.66.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9261ef507f2dd74203443a472b65b5a26429eb378f975016dec7dc7305b24898", size = 5317826, upload-time = "2026-09-29T16:10:48.056Z" }, + { url = "https://files.pythonhosted.org/packages/04/0a/69beb11f6b714ac90ee73ad4600ac91d7dd4e1ce361d087c8425bb8472de/fonttools-4.66.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e1cde50b3ec84ca6fe63ca815de183dbecb88e8adf8ada82d8ea130ef12b2b43", size = 5316239, upload-time = "2026-09-29T16:10:50.201Z" }, + { url = "https://files.pythonhosted.org/packages/33/a8/7a77359e469d3a638df91d3e225cef4a3c1184c20e98381238042f7835fa/fonttools-4.66.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d8f0a8f16c4f3a5a87ca971de2631792d8cb4d570951f2000acf712f157d40db", size = 5449423, upload-time = "2026-09-29T16:10:52.337Z" }, + { url = "https://files.pythonhosted.org/packages/93/cf/ea0b2f1ef90431b1879d6e6c680a7fde497129cf511ab995ade0ff8e19a7/fonttools-4.66.1-cp314-cp314-win32.whl", hash = "sha256:b878c78b2af11b879bd4f26bb0d8bda2a4c64543fdd3f28efe2c80f97f043885", size = 2437673, upload-time = "2026-09-29T16:10:54.281Z" }, + { url = "https://files.pythonhosted.org/packages/b2/53/629dbb4a40c4a7b3de61442c6b4430d36ab6e0e8cf941c547f4fd66f3337/fonttools-4.66.1-cp314-cp314-win_amd64.whl", hash = "sha256:05aeb146451f37289f782c3c861f3d0f4b86c2dd2e4620b46683544c7406640e", size = 2489763, upload-time = "2026-09-29T16:10:56.262Z" }, + { url = "https://files.pythonhosted.org/packages/0e/59/342e5fce9438f88882524128d1feb0311d4014cb6f8bdeb4607fcc00713f/fonttools-4.66.1-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:66fad3b7874062c2a2692f0ae6dea56d24f01b778c7f191950ca3ff997e25a88", size = 3172931, upload-time = "2026-09-29T16:10:58.563Z" }, + { url = "https://files.pythonhosted.org/packages/50/92/96196ebfd02676f28fa9b3776d85e18281bca0c8450d7e214c40e346bf92/fonttools-4.66.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:eef76d5796e604f9d6753fa6d323c4eb9f4e0e43f1dcca553f3e6914f1667b64", size = 2621937, upload-time = "2026-09-29T16:11:00.845Z" }, + { url = "https://files.pythonhosted.org/packages/e7/c3/3f4b761037ebc2e5597c52c218a9e95dbc4a2cab572828654f6004f422f5/fonttools-4.66.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c47299bca4b5acaaeb32100f77b944feea151de9ef1773365a410dc3d49b945b", size = 5546932, upload-time = "2026-09-29T16:11:03.126Z" }, + { url = "https://files.pythonhosted.org/packages/b6/d1/3f506cc79608becbc287785db8c44eb3f93079b49752266eb9f57700ecc4/fonttools-4.66.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dfba62cc93199ba62c376f90f2a9147d92730d301e44f88e013e50ff5edf6193", size = 5353546, upload-time = "2026-09-29T16:11:05.394Z" }, + { url = "https://files.pythonhosted.org/packages/6d/27/6534d84430ba1641185f8a0c9e2c7ecd395b15ff98f96967e3fb3c728b09/fonttools-4.66.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2c7340497cf53490293e0c2b61011e0191633022ede0a0a964a68157a98b0fb4", size = 5414313, upload-time = "2026-09-29T16:11:07.618Z" }, + { url = "https://files.pythonhosted.org/packages/27/17/831ceca06d78855b11dc203b0e3ba5e6fd8a63a71ee0343ea8bd367fda55/fonttools-4.66.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c666fefdd5613a0e99aa4516e6ff4ef87aa86cf1c7ba12a73550f4770e46b750", size = 5449661, upload-time = "2026-09-29T16:11:09.997Z" }, + { url = "https://files.pythonhosted.org/packages/2e/e4/21dc18bcbc8d0354814f6ea58af3d76d3bcd9b0d7246df454cb9e00c1740/fonttools-4.66.1-cp314-cp314t-win32.whl", hash = "sha256:2ce4c93160535761f22c80b2afbc96cabc09855363a5d1a5554265b8a4c85901", size = 2471431, upload-time = "2026-09-29T16:11:12.237Z" }, + { url = "https://files.pythonhosted.org/packages/b5/f4/eb0489e7d58ac0d3387584afc7f3e505f60f60fe4b4f5a0274f013d444a2/fonttools-4.66.1-cp314-cp314t-win_amd64.whl", hash = "sha256:b13c8c541ce0b794add3211b3641cc0e113d707f73e06235e6fe9731bd7c45a9", size = 2521288, upload-time = "2026-09-29T16:11:14.52Z" }, + { url = "https://files.pythonhosted.org/packages/eb/95/235679d5fe4265c251418cd02321de069281a700415389e14c4cce442e3d/fonttools-4.66.1-cp315-cp315-macosx_10_15_universal2.whl", hash = "sha256:2d637468dac23aac0e223bd52e66f8faa3b0dfcef57435460fa2107e830226cd", size = 3093646, upload-time = "2026-09-29T16:11:16.809Z" }, + { url = "https://files.pythonhosted.org/packages/ad/2b/7bcd4046b3b5644c563059cce6421b488fe57f65c59171ef01ed11b66d3a/fonttools-4.66.1-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:90de3477394c73481d27d2b86091c1c736053ee13ff52c42f0e151948e8578c6", size = 2587335, upload-time = "2026-09-29T16:11:18.721Z" }, + { url = "https://files.pythonhosted.org/packages/ff/b6/05a093ec04fa2ad449ecc67638aad0f8d60df380df2471b68b549fe2a4b2/fonttools-4.66.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d84ac0bf776b68396185bd919dd29e633d94300660335efc40b55b294b886903", size = 5371509, upload-time = "2026-09-29T16:11:20.742Z" }, + { url = "https://files.pythonhosted.org/packages/65/a9/55effa83e64b9ff4f379d9186236d50d03f6d4770d8346805c1b6620c370/fonttools-4.66.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0dc6fd99cb8c30941036308b148da9432640442a6f26f36d71dad9be24cbd0e9", size = 5334853, upload-time = "2026-09-29T16:11:22.928Z" }, + { url = "https://files.pythonhosted.org/packages/af/a8/44bb4021c585b76f8e480116e1f3fca62eb7d88fe5794e2ec84c10d2da76/fonttools-4.66.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:d3b5403e82d0c7659ff1d9f956e29a3a68d094f043e9f5bc0442796fc3a4fb58", size = 5311704, upload-time = "2026-09-29T16:11:25.393Z" }, + { url = "https://files.pythonhosted.org/packages/63/dd/dd482902fb7fd8b71d3b6508431a57938b5e41b29bf6fb252ed3cfce065f/fonttools-4.66.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:b8b71db96d605784e2c5ebf0788a406018ea8fdd80338491f4c83613d5cd1fec", size = 5459477, upload-time = "2026-09-29T16:11:27.536Z" }, + { url = "https://files.pythonhosted.org/packages/3c/a5/07611ba4d4b298b90908cb15005a6d730c334e25548f5175a09907b2eea6/fonttools-4.66.1-cp315-cp315-win32.whl", hash = "sha256:668f092bc0de8902167df6a0d5c5aedc3b4f9e43cf88eea92e9b46a2bd3968f5", size = 2436532, upload-time = "2026-09-29T16:11:29.653Z" }, + { url = "https://files.pythonhosted.org/packages/42/a5/5c39a05bf7c518743c6072cd75b63cd27285c58a70b1086e923fc071fb84/fonttools-4.66.1-cp315-cp315-win_amd64.whl", hash = "sha256:7f49f2834f5d006fe0f3bb10fec73b261806c50941f0cfbc08294074ffc32210", size = 2488769, upload-time = "2026-09-29T16:11:31.967Z" }, + { url = "https://files.pythonhosted.org/packages/c0/a6/1205f7a7dd746581498457e55bfbcdfbea87105a454a7b3465259816bb79/fonttools-4.66.1-cp315-cp315t-macosx_10_15_universal2.whl", hash = "sha256:71c7ca1b5f46f5dd549f56b47d47c0b709217675c23d3a7bc6aa1a69b6d9bbae", size = 3164459, upload-time = "2026-09-29T16:11:33.897Z" }, + { url = "https://files.pythonhosted.org/packages/33/42/915ff8f3c5d3bc9877007e708774e52f7ec431f9e59f607a86e50fe1864c/fonttools-4.66.1-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:2d320483928c7831f0139ecb361954a26b2e2a8995681200155835dd8cd4a7d5", size = 2618183, upload-time = "2026-09-29T16:11:36.067Z" }, + { url = "https://files.pythonhosted.org/packages/0b/c6/cae2f6ebe38f8927a8d0978a349b202047268016344991a14ae978c2aee3/fonttools-4.66.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2aeb745f2664eb811026997c95628071137a777ea2ad296deec9cb393f0b23cf", size = 5524861, upload-time = "2026-09-29T16:11:38.099Z" }, + { url = "https://files.pythonhosted.org/packages/f2/14/1941629956b526d6fb46ee764cf0942221f0238581adb94de0ac229fe67f/fonttools-4.66.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3087a430722aba8de429c2539fd2a58a9cf05238cdfefd8626460001052ca878", size = 5346561, upload-time = "2026-09-29T16:11:40.366Z" }, + { url = "https://files.pythonhosted.org/packages/62/1f/b7e7f4757dcae74285f4ecd8453d870d63c7ba38a3d46bd9175a124c350b/fonttools-4.66.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:058cd823b80bac59e64dfad9e3b6fcd677852f9a3804971bbf6b48cc611e785c", size = 5392826, upload-time = "2026-09-29T16:11:42.653Z" }, + { url = "https://files.pythonhosted.org/packages/d9/71/76db3cbdcfac0e9b3ba26e1e6e8740040cfe5f7b5199dfb9b854bc8da2c3/fonttools-4.66.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:56d41d650cb8fc6cfe1d85ed7c62a0a56cbeed07bc65ca795475b914d401312a", size = 5439233, upload-time = "2026-09-29T16:11:45.088Z" }, + { url = "https://files.pythonhosted.org/packages/10/37/cdc6b213c9fbabdf36e9169f845e8596b419c7e0cceba48e5594b952d2cf/fonttools-4.66.1-cp315-cp315t-win32.whl", hash = "sha256:c258eba62260beb33c110b03a6912cefa3635239c4ab5615b7225fb6f7b85238", size = 2468614, upload-time = "2026-09-29T16:11:47.363Z" }, + { url = "https://files.pythonhosted.org/packages/fb/35/e2247e7e29e8da213e02691a6ada7a30592c7bc0d1db8d2786ebb9bea138/fonttools-4.66.1-cp315-cp315t-win_amd64.whl", hash = "sha256:5de5d80fbc0e50ff794c244e8fb7afd3eadfe0fa232ba8b162b8c551df22fcb4", size = 2516977, upload-time = "2026-09-29T16:11:49.425Z" }, + { url = "https://files.pythonhosted.org/packages/f6/10/d45b74135d5d642cb3a4fb0a957c1613ef93de4c8548671dfc3a5bf38299/fonttools-4.66.1-py3-none-any.whl", hash = "sha256:7234ae9e28db64273fbbfa72caebd0a97e3bdba6b05064114741b9539ef339d0", size = 1202222, upload-time = "2026-09-29T16:11:51.678Z" }, +] + [[package]] name = "furo" version = "2025.12.19" @@ -440,6 +623,116 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" }, ] +[[package]] +name = "kiwisolver" +version = "1.5.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ba/07/bd78e6a8fae171ea041ef5bba3ed21a003522fa088834b069b1909981f30/kiwisolver-1.5.1.tar.gz", hash = "sha256:f1303ef2eec81262a4b708c3e858afe58d7c75ad91c1c05266eda7673369859a", size = 104395, upload-time = "2026-08-28T10:28:27.153Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6b/9b/65b302742389c6f96f2956bef5decf26011309feb2fc5d79613af18adea4/kiwisolver-1.5.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:63fb7294b768f444eb4b068965f2662f28c2fd4161e23bd60fcf3ff27b74c046", size = 123876, upload-time = "2026-08-28T10:25:27.44Z" }, + { url = "https://files.pythonhosted.org/packages/71/74/c21f339956f6f691b2ed7e31d5f3ae767304df6c460192739fc830853051/kiwisolver-1.5.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:0ebdef3eae5336568147c39a55be6a2036ffde53faa9ca2d978989ae7c2da12c", size = 66487, upload-time = "2026-08-28T10:25:28.728Z" }, + { url = "https://files.pythonhosted.org/packages/84/e5/bdb34e21523e01dceda064d63713f3bdec91388af24fba1eca7ea5e85864/kiwisolver-1.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1798e83840c3f627246104c4d8a9639c60fa068adf9ce92b61791781fa8a68c1", size = 64660, upload-time = "2026-08-28T10:25:30.071Z" }, + { url = "https://files.pythonhosted.org/packages/fc/f4/dadfec469313c7f428efa7e84b4aba9732f813c13ea7131a24b7b008ef57/kiwisolver-1.5.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:34633ecf50d16187ab8e5528b7a2530f2feb4e23f300db4672538b51cfc5cd38", size = 1477929, upload-time = "2026-08-28T10:25:31.495Z" }, + { url = "https://files.pythonhosted.org/packages/6f/35/09c58daac34e6f6ea5c6dee0094b422118e5a7c265586008a95fd135ac5f/kiwisolver-1.5.1-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d27c2123977cb9269c30a49ba45f03a4323017ef693e19db4ec9dbe1299a3002", size = 1278499, upload-time = "2026-08-28T10:25:33.375Z" }, + { url = "https://files.pythonhosted.org/packages/19/32/739765e24fbad29d13f83e546ea4abc215a78cea9d677ca09025b027724d/kiwisolver-1.5.1-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6a797a1cefc8b9c93170db580337e1fe3d011ad18b1299943231279406342048", size = 1296677, upload-time = "2026-08-28T10:25:35.059Z" }, + { url = "https://files.pythonhosted.org/packages/df/32/03304d1010e2cc45e5b3b52cef7e43fed3a2a5cd6c87a89b4a88e1d85b5d/kiwisolver-1.5.1-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2551cf9917af48ee7c4b29cc82320489508cf96fd26a51f6fc124de661cd44c7", size = 1346037, upload-time = "2026-08-28T10:25:36.705Z" }, + { url = "https://files.pythonhosted.org/packages/3e/57/4c49377bfd274450dd72ecaa13eaac32ea804a03363e4d1db0c5aa999ceb/kiwisolver-1.5.1-cp312-cp312-manylinux_2_39_riscv64.whl", hash = "sha256:38f6e0deb4d0a4615efe0c4efc5990b06ae450ab50a0b321c0b078b6d238c083", size = 988248, upload-time = "2026-08-28T10:25:38.299Z" }, + { url = "https://files.pythonhosted.org/packages/cb/c3/38df144a08b6c5d75ca4504e5cc3141bb3bfef64c04f4ef48204f42711b6/kiwisolver-1.5.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bfd1de989b3330420e29de39352f5c049905c9e3ee67233a50d550e3d652c148", size = 2228722, upload-time = "2026-08-28T10:25:40.038Z" }, + { url = "https://files.pythonhosted.org/packages/e7/11/3221838a89cd64d9b386353e000cd8a296069a20fbe3584507fdfd5bebae/kiwisolver-1.5.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:1209042a623ddfda5497e4066c7b77651dde8e1d3a9dd97599dc7e97f3b9b78c", size = 2325216, upload-time = "2026-08-28T10:25:41.699Z" }, + { url = "https://files.pythonhosted.org/packages/83/d4/075c219230697bb5db910d37262b9bacf880f92b4811a02ab81ed073a253/kiwisolver-1.5.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:26e8268480be5061d509e29669d59103c067a26377a56491630ece11762e3858", size = 1977689, upload-time = "2026-08-28T10:25:43.559Z" }, + { url = "https://files.pythonhosted.org/packages/bb/08/1d219c3c2dd960983d0d4da623d916e9de6385df2b0bab3d1af0e9b8fccc/kiwisolver-1.5.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:d79308fa689fac89cbcfbd4dbfc80b5f95c54c5a7fd4d194be221f9d33d026e6", size = 2491443, upload-time = "2026-08-28T10:25:45.242Z" }, + { url = "https://files.pythonhosted.org/packages/ba/d3/024208ec1079d273f1047468d1bdffbf38bb75b7b268090fd3a0301b9d9a/kiwisolver-1.5.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b03af77d77e50edba2030fd5f7c352ff209314b09030a3cba7c14edf9a09a444", size = 2295200, upload-time = "2026-08-28T10:25:46.984Z" }, + { url = "https://files.pythonhosted.org/packages/6e/7c/7b210498f9f92e1cd7855f260fa69ef056881087b199ee20c208f0e4189a/kiwisolver-1.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:06a6917674de9e0fe3f66f5430787f59a9f2ddb64af9b714eaec547e29ef5c19", size = 70748, upload-time = "2026-08-28T10:25:48.444Z" }, + { url = "https://files.pythonhosted.org/packages/94/61/ef0daa157c8bb23672f7423e0d14c39db1dc6ef8ed47e6bc54c9c1bef3bf/kiwisolver-1.5.1-cp312-cp312-win_arm64.whl", hash = "sha256:ad8b9671348d7c8716715652ae11f85ed0eb99e265a2df2ca490577d69860b2c", size = 68324, upload-time = "2026-08-28T10:25:49.81Z" }, + { url = "https://files.pythonhosted.org/packages/08/c1/88018321d976f53c421e379c43bc6993e70ce0c8a3ec5edc4bfe102257f6/kiwisolver-1.5.1-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:b6ae6a0328f0bc035741820fdeecdcd67bf4694eee03972e843663107122f450", size = 62272, upload-time = "2026-08-28T10:25:51.02Z" }, + { url = "https://files.pythonhosted.org/packages/85/d2/712bc17ea4f1d216034928069d612defbc6c95a471c55a7203a39faecb1a/kiwisolver-1.5.1-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:886fc26012f0e8b5f69d1cfe6d711f6b11f194621539bf8e6bb1c25c5dc82724", size = 64481, upload-time = "2026-08-28T10:25:52.22Z" }, + { url = "https://files.pythonhosted.org/packages/1b/e6/6c5380d676f43b6d918033962ea5e72360ca69e5a404154bc496b598ffdb/kiwisolver-1.5.1-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:aefe930d113798330e9462f7874542977869c0613cba3262e2de3a8d5dee8f3a", size = 66260, upload-time = "2026-08-28T10:25:53.387Z" }, + { url = "https://files.pythonhosted.org/packages/92/6a/7087f5822cc8bb272679641404b1966a42504dac9ee74e2b33840475a0aa/kiwisolver-1.5.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5ca5aebae78a0bc13c1943af4af615d4966c5b650b05d5aa83b50e427196fee", size = 123876, upload-time = "2026-08-28T10:25:54.644Z" }, + { url = "https://files.pythonhosted.org/packages/5c/4b/9f385087ca09ee5ab9c09c6832561a7d2f7c78d3e5661d511e669f70e439/kiwisolver-1.5.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1ed0f5e49d0ceff8b72190824d9e59c062fbbc02c231b853112c78474b3f5ec2", size = 66487, upload-time = "2026-08-28T10:25:55.899Z" }, + { url = "https://files.pythonhosted.org/packages/47/8b/40d33ffd2f378094ed462e9a9a0907e59d4de9845e65a59561272da350d4/kiwisolver-1.5.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:77a4c8187a5948d7f8795adb765a3c7b553d07d86d88e43038fc32fc1fb9a3f3", size = 64673, upload-time = "2026-08-28T10:25:57.048Z" }, + { url = "https://files.pythonhosted.org/packages/ab/43/86aacc027959108b4c66eeae8b73cedb057dfa6eb3a335d05ad65197081c/kiwisolver-1.5.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:74ad5c3dad54a4641b4c28cd15ded70899d04459c6c7aeacafea716be97cce6d", size = 1477992, upload-time = "2026-08-28T10:25:58.479Z" }, + { url = "https://files.pythonhosted.org/packages/ed/40/b1d0369048c79733a32c8abb0f2718532e6630641368e33a81384246e844/kiwisolver-1.5.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:21e46b23a2da695c364124817bc01d970effd5483147f8d66a6a7167e3f6b851", size = 1278821, upload-time = "2026-08-28T10:26:00.121Z" }, + { url = "https://files.pythonhosted.org/packages/61/a1/fa71c1792272ff9461432715ae60ffb7e11a4d7ac3bf68961b9cab6c60cf/kiwisolver-1.5.1-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:75d9b1cf8258462dbdc1eeda718c96ea7f079324c09067f6daabfcf37712b7fe", size = 1296805, upload-time = "2026-08-28T10:26:01.868Z" }, + { url = "https://files.pythonhosted.org/packages/a3/49/3f0bd94af8e06ecc47eb834b195a06f05d48711ceb2352c56d6835160f0e/kiwisolver-1.5.1-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8fca690b00c4c48f6c2a547b0160ed511357093a4e4c9b47e0fadf3128066d89", size = 1346109, upload-time = "2026-08-28T10:26:03.59Z" }, + { url = "https://files.pythonhosted.org/packages/a4/44/3afe6ef9cf06d61220953a8963e94eca978491be1d9547cb01d82a1efa08/kiwisolver-1.5.1-cp313-cp313-manylinux_2_39_riscv64.whl", hash = "sha256:876bbfd276473d3daffe30e8c975df4ed9429967b41a6cb362dbb5155b6f13ad", size = 988252, upload-time = "2026-08-28T10:26:05.306Z" }, + { url = "https://files.pythonhosted.org/packages/e4/30/a12bd7a7285a211e1747c3eec77b8c614dbfcc1dad942f7611a1a6921ae5/kiwisolver-1.5.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f942903fde7363d1d879057ec5de01310efda2597161784d752fa9953a01a71a", size = 2228846, upload-time = "2026-08-28T10:26:07.312Z" }, + { url = "https://files.pythonhosted.org/packages/a1/6b/233e2958abf0dab7b18d07e52f286e02e519d7651bfbbe97af9347564109/kiwisolver-1.5.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c90d3022d8a94778939cda8638c6c8da8fa757b8958dad7ec868ce29c87681b8", size = 2325583, upload-time = "2026-08-28T10:26:09.093Z" }, + { url = "https://files.pythonhosted.org/packages/42/8e/7673060a27b01405b580058510adef34687069d229800239f5e44682d4d0/kiwisolver-1.5.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:8a34616dc2521cc8dc1d7d081734da63539f021ac0450ce950908340c6e7aa2f", size = 1978221, upload-time = "2026-08-28T10:26:11.127Z" }, + { url = "https://files.pythonhosted.org/packages/3f/7b/1b882fc1a8b4a0bb8084e7d1d85004116d08c92c0705d31f2928dec607f2/kiwisolver-1.5.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:8bf4df63592c2a66b4f8edc5df2544998c288aa02f96ce0acd880cd1de8c8127", size = 2491819, upload-time = "2026-08-28T10:26:13.348Z" }, + { url = "https://files.pythonhosted.org/packages/39/9c/426deb49e62c5f69464b64bbeca064d3b758a7506b8913d986ef34f4619c/kiwisolver-1.5.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d09037ca068d784ebc4aec290ef952ca27ac15dd9c0b5801a88c6e1096b83e6b", size = 2295520, upload-time = "2026-08-28T10:26:15.042Z" }, + { url = "https://files.pythonhosted.org/packages/f5/22/deabbb3ad6d918d74b7831b2d8ae7151b09d21c87974e5ee8a456f58c94c/kiwisolver-1.5.1-cp313-cp313-win_amd64.whl", hash = "sha256:dc23390afe9f4ef9ac3bcc72a03a56eebbde03f4c571a32cb38f859cff9a6524", size = 70758, upload-time = "2026-08-28T10:26:16.504Z" }, + { url = "https://files.pythonhosted.org/packages/b9/71/02fa5c2fd92068bb8952847e70ee6c5cb280e7febe11653d17812acc53dd/kiwisolver-1.5.1-cp313-cp313-win_arm64.whl", hash = "sha256:186884a58486651e3c217b6acea0a53eaa9498fdd472057c46f2f0fb5c25aad5", size = 68329, upload-time = "2026-08-28T10:26:17.658Z" }, + { url = "https://files.pythonhosted.org/packages/dd/87/2d5dfad0daf17dcc18d98c48ed2332fc3f051cf599e60be6182a30dd4cf1/kiwisolver-1.5.1-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0324cd2567259b7a095f6cf18a52b0ffc6f3de9e69528ff1bc0e7a37bd43ff1a", size = 62337, upload-time = "2026-08-28T10:26:18.778Z" }, + { url = "https://files.pythonhosted.org/packages/08/c8/83e1624f15d6262b470dbcc80b09979fd4d5b2ea3ddfc6b6e3327e235726/kiwisolver-1.5.1-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:74ea337e0ec3f6f342a36a4f1b5cd94dd9affddcd28ba9aae2905af932ee8c6b", size = 64513, upload-time = "2026-08-28T10:26:19.909Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2d/827ec30eb07f528c08d8459ffb318ae91a56d793ee8acbea8b491f0ff906/kiwisolver-1.5.1-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:ee9df1f0d77b9c6e94f4ac0fec533fbddd5ea3a327807f18d7b069ae019ded80", size = 66287, upload-time = "2026-08-28T10:26:21.078Z" }, + { url = "https://files.pythonhosted.org/packages/53/11/5c43a562529dad8def4b81e5e1877c612a7e0298105a5939b3b409d2079c/kiwisolver-1.5.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:fc271a6f0a2126958f4090e5507b9da5848927dae331f8f763bd4aa642b3d2cd", size = 123940, upload-time = "2026-08-28T10:26:22.475Z" }, + { url = "https://files.pythonhosted.org/packages/64/db/9bd6c505c95128c258a55236bfbb3a7a3fb6023f863316b6d7d9f3c69052/kiwisolver-1.5.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:9b3092d8992a1d69b7a59c3e39f35e1b9be327a17f68a7c35fc17329e337d6f2", size = 66493, upload-time = "2026-08-28T10:26:23.743Z" }, + { url = "https://files.pythonhosted.org/packages/e1/f4/b3007a3ed5c9be73f81161140684cf7d9bdb9c4b632f5f484d2a1c713fb9/kiwisolver-1.5.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c2306e8bb53601979fcb3fa09cc65e031876d9ae01eff2fcbcd7a84ef94d5bc1", size = 64720, upload-time = "2026-08-28T10:26:24.95Z" }, + { url = "https://files.pythonhosted.org/packages/a1/13/08188f0cafa3a800403e4ff62b9aad4e7a17f9c4c7e080dc8f18c64794cf/kiwisolver-1.5.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:18a0cfb124546a4c2e6087c5f3029c7f44b37c85b142e0ced71f73a7599ac208", size = 1475867, upload-time = "2026-08-28T10:26:26.393Z" }, + { url = "https://files.pythonhosted.org/packages/8a/3e/053bdc3c9abdb8f2606225eda398adca25c0c91ab90add8222a69db65ee0/kiwisolver-1.5.1-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:34ec467940442c9943016fb2d4c81d1ba84351eeca2f1a78f8bc87f1ba0d414c", size = 1282865, upload-time = "2026-08-28T10:26:28.118Z" }, + { url = "https://files.pythonhosted.org/packages/5e/64/a44c341b36b610588cc2f1e89b3cae072a3119aa8be578e90987cd640751/kiwisolver-1.5.1-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a83ee7107df13abe42a54a6654670eef9bb39425cf2e27f65e0007465e1286ab", size = 1300865, upload-time = "2026-08-28T10:26:30.125Z" }, + { url = "https://files.pythonhosted.org/packages/60/5e/7e7d716dca38c714478b741257a5b4a321d9932b8d851551a136dcaf3984/kiwisolver-1.5.1-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:bebb89489b279b2f5661bbbb2abcc87bcd4a46607bb4a5c966f04f1db6b8df9a", size = 1348071, upload-time = "2026-08-28T10:26:31.829Z" }, + { url = "https://files.pythonhosted.org/packages/10/1a/2b98fdda8bf45b7be317e48ed12393d44334394d315c74b81f4a14c0e31b/kiwisolver-1.5.1-cp314-cp314-manylinux_2_39_riscv64.whl", hash = "sha256:509735237ae0d849e8a843551d423d2500d2e0a9ac1611a145658b29c0fb9f85", size = 992191, upload-time = "2026-08-28T10:26:33.544Z" }, + { url = "https://files.pythonhosted.org/packages/b6/55/d893f5ede0e50f9e3fcf01f6015f42ec7d9cd221e26772701fe4a98745f9/kiwisolver-1.5.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:824c3d763a05ea9e9003610145186b0e9848c7584a5575c79bac5a8e7cd80bad", size = 2233854, upload-time = "2026-08-28T10:26:35.282Z" }, + { url = "https://files.pythonhosted.org/packages/b1/82/f85f6279555a6ee1639fef7bfe83adb037a03e11a6fc9eaa54b8d0380339/kiwisolver-1.5.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:1fff05e239575b1481b6ed1a782f6fad616efbf1f0b1f44e6e85c4dfe426e483", size = 2330621, upload-time = "2026-08-28T10:26:36.9Z" }, + { url = "https://files.pythonhosted.org/packages/56/31/e11aea078f66fc2fffcc179d38ca90d9da97652a241b64519169742ba46a/kiwisolver-1.5.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0627b9bceb9c3cdcf12b8a18655eedfed2692b038df27423383c120d0b7dc2d6", size = 1982848, upload-time = "2026-08-28T10:26:39.01Z" }, + { url = "https://files.pythonhosted.org/packages/af/ea/2956b63bf5140ca46aa2c2818e6aa03e2d5754dd2fa41db1c6b28922940c/kiwisolver-1.5.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:8a708a47ade1fe19e8371d5da076bac0dd4b0a5a7985ad6c637f7f7e361b6baa", size = 2494850, upload-time = "2026-08-28T10:26:40.837Z" }, + { url = "https://files.pythonhosted.org/packages/11/d1/3829542258d8b3fc0898d221e7ef0e2c83eca0d348709bb8dbe54f3d4005/kiwisolver-1.5.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:007a5553dfc4f4e8d184f588a0200e2cd4b63a59cc8796df3c39909e679dc7a0", size = 2298067, upload-time = "2026-08-28T10:26:42.803Z" }, + { url = "https://files.pythonhosted.org/packages/4e/0e/49522e1ab5788cbaf63a26fbd3b851f9028616828c961b8a31b35cb96df8/kiwisolver-1.5.1-cp314-cp314-win_amd64.whl", hash = "sha256:f4167e87b397f273dc2356fcf1eaf50a6bac51e6105f45103ef7129c8efb0255", size = 72282, upload-time = "2026-08-28T10:26:44.268Z" }, + { url = "https://files.pythonhosted.org/packages/f5/b6/22e7ca5315d363e6f81c9f37c9472e12e7b298731e77c0428e6a911a2c39/kiwisolver-1.5.1-cp314-cp314-win_arm64.whl", hash = "sha256:5c490db2168a508088f59140dd392556a54b8bd1048fc6383c8baff13c359673", size = 69855, upload-time = "2026-08-28T10:26:45.725Z" }, + { url = "https://files.pythonhosted.org/packages/30/8c/03a9cfbe871964c8758a816eb03ac96c806da2795a9a7cd9bf9648bfb594/kiwisolver-1.5.1-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:4d4ca09bf13cff792b1884f64b98ee6c2467930d632233be25c56b442d99f10e", size = 126289, upload-time = "2026-08-28T10:26:47.023Z" }, + { url = "https://files.pythonhosted.org/packages/f2/e3/14ce3041ca79dff9c9d884ca00c7bf32374e76028a865a9ecd99b4f5a517/kiwisolver-1.5.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:44b8faef94f1857e77fa0238f3390ff1ac51d2ea20a487e2e452a59fd2b5f5ca", size = 67709, upload-time = "2026-08-28T10:26:48.268Z" }, + { url = "https://files.pythonhosted.org/packages/af/c4/45030471a66ec8ef042e9f96ffe1d522c9ab12da180186a0898966fc1385/kiwisolver-1.5.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2ae70bc59790d2af72a3f76f24b272403e135070340281108b447cb77ea70819", size = 65909, upload-time = "2026-08-28T10:26:49.523Z" }, + { url = "https://files.pythonhosted.org/packages/42/73/17dce073a6ae259bb32cf9d686c4079d2e538868bc45967462bf33df914a/kiwisolver-1.5.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:43844c1a7ad6d723d5b5b4c4fc7f5bd399c40e288120d16257c7c9e8765c6e85", size = 1584907, upload-time = "2026-08-28T10:26:50.933Z" }, + { url = "https://files.pythonhosted.org/packages/8c/84/ae3c75909f507283cbfcc7e916c7e822579ef962020b97e6882b27b4478f/kiwisolver-1.5.1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22d5e5aaad6be121f2515765e3b1c444352cb8eb4c86510801db8f2e50757316", size = 1392474, upload-time = "2026-08-28T10:26:52.638Z" }, + { url = "https://files.pythonhosted.org/packages/34/31/8bcc83caad5bce8fa4577152389848bf6bc110e51e573a2b4e7c2aa34c89/kiwisolver-1.5.1-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3fa5855898f6d3d01b72ccd48a2d65cbdee301251603fefe34e2025bddba219c", size = 1405246, upload-time = "2026-08-28T10:26:54.248Z" }, + { url = "https://files.pythonhosted.org/packages/55/72/220345537d790cf4ae54f8acfff4b5cc2468e0702a384d651cf7a771c63e/kiwisolver-1.5.1-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d66a64dd5dec136040ec2ae94aa026a912ee60fdd45bc28d3db30037fd809e88", size = 1456099, upload-time = "2026-08-28T10:26:56.042Z" }, + { url = "https://files.pythonhosted.org/packages/cd/10/3725fd2398f66d18c34b4e0f81a8d03764cd4f4f089f58a527f0b4428086/kiwisolver-1.5.1-cp314-cp314t-manylinux_2_39_riscv64.whl", hash = "sha256:9e51c119992ea8820706871c30a4642ec76de20ae82f9b50b9a45517d8e9f810", size = 1073695, upload-time = "2026-08-28T10:26:57.658Z" }, + { url = "https://files.pythonhosted.org/packages/86/cb/28d6e09e66b93e4588b2e6b7d84d020ccefea09e2f4de788510a07efeab7/kiwisolver-1.5.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:70ed9a45c7484d2b30cdacf60d220f494a1763b9fec1ad03285c6553fa0889f2", size = 2335355, upload-time = "2026-08-28T10:26:59.202Z" }, + { url = "https://files.pythonhosted.org/packages/6a/b3/a0f31d5e4e40af7dc97c36b8a74fdd3a36cf3c8bbd098da9a23466ff6a94/kiwisolver-1.5.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:98b208a7cc42c803445ef551d6753cc42a5ea13e9cab1ee66cd8b9cb70195330", size = 2426524, upload-time = "2026-08-28T10:27:01.181Z" }, + { url = "https://files.pythonhosted.org/packages/2f/c9/728f63bd58c72cafdc79fc306abeeac7391bec03b757a48dadeb30906521/kiwisolver-1.5.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:c6834b92dd2428e2dd85ef3d85f723d3c12f20aaf43a2ddd4f944ca25d833408", size = 2063430, upload-time = "2026-08-28T10:27:03.06Z" }, + { url = "https://files.pythonhosted.org/packages/84/df/ce188b96f92f9a2c958231da140768918cba53c9713dc887b82f85462118/kiwisolver-1.5.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:5d142e352eb13facc7dd047489aebdff6ba78576c239f1ea04931979caaf0567", size = 2597513, upload-time = "2026-08-28T10:27:05.072Z" }, + { url = "https://files.pythonhosted.org/packages/69/d6/76947c8203768968382e5bd74d9cc95654746703a61ea53015f2c74a2e06/kiwisolver-1.5.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f9b1c4900736e489a812c529100de4b8fb617d4db075e931e213c57424b83d9b", size = 2394488, upload-time = "2026-08-28T10:27:07.423Z" }, + { url = "https://files.pythonhosted.org/packages/e4/d4/14b21e4eb203c4d15425e8b6a2c625a320b4a1f2f7557eead63ffc30ffb7/kiwisolver-1.5.1-cp314-cp314t-win_amd64.whl", hash = "sha256:5978c3340f16a35c30f8ab2fa7bcf559973c55f1a5ef6970e1f621acf3c4db13", size = 75404, upload-time = "2026-08-28T10:27:08.892Z" }, + { url = "https://files.pythonhosted.org/packages/cb/f5/53157899fc7f45f76421b77b99eb1639dd0f83f26ff9d76300c96bb4a3b0/kiwisolver-1.5.1-cp314-cp314t-win_arm64.whl", hash = "sha256:ca307d6c259e5c98d3cb9ade55342b47a6839762caf2536f3d7b46ee660cc82e", size = 72946, upload-time = "2026-08-28T10:27:10.944Z" }, + { url = "https://files.pythonhosted.org/packages/75/62/f786c3a27f181fa339d851a77e266d208e776b9883cabc40a5b041a31b5a/kiwisolver-1.5.1-cp315-cp315-ios_13_0_arm64_iphoneos.whl", hash = "sha256:bb7c99f0673c03017a3ee01e54a5c2617a05468b11eabe513b0080e063ed95b1", size = 62420, upload-time = "2026-08-28T10:27:12.308Z" }, + { url = "https://files.pythonhosted.org/packages/02/cd/58a91ed25fbad0facdf503297b03768efab04bdf3141e5e3b49a34be7443/kiwisolver-1.5.1-cp315-cp315-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:0d8924877ce22e17326a99a418c3c82037da078df3c6a260b13eca677444e6e7", size = 64577, upload-time = "2026-08-28T10:27:13.502Z" }, + { url = "https://files.pythonhosted.org/packages/f6/5c/d501ef5a0958b226eac28306d24d5e5f114be0ace50e19cabae7b6b3b197/kiwisolver-1.5.1-cp315-cp315-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:534f02c1abb31ed6dbd3515545285c330b2f12d00fdb1fdb71658b9ca5a13a6a", size = 66284, upload-time = "2026-08-28T10:27:14.813Z" }, + { url = "https://files.pythonhosted.org/packages/a3/a6/8fbecaf4fc18c02f31f05e47a84c010a80e3ec391ed2f0bdade1d62b5954/kiwisolver-1.5.1-cp315-cp315-macosx_10_15_universal2.whl", hash = "sha256:cea20da04494e662b83c872683bf4ff2345206043d036315ed0e924b652e7294", size = 124031, upload-time = "2026-08-28T10:27:16.193Z" }, + { url = "https://files.pythonhosted.org/packages/7c/c6/bf3090d2983b4204347cbdbe952116e7c3b2abf62b4e33e50167a13e75ee/kiwisolver-1.5.1-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:7fd82debf43c6acd0a94359d232f6bb516ee13f269a7993736a9ac9f988bb5d9", size = 66489, upload-time = "2026-08-28T10:27:17.506Z" }, + { url = "https://files.pythonhosted.org/packages/85/de/562dddef55fdd7c291da8626d6619e72b5fc0870e6ccca0e149a5731e7f3/kiwisolver-1.5.1-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:18170a77ddfecf40ec60d0928268dc95880c881864e015a8f34094ed18b9b9ad", size = 64806, upload-time = "2026-08-28T10:27:18.673Z" }, + { url = "https://files.pythonhosted.org/packages/89/b1/ba7b9c0164ce1cf62bf2872db63b8483289cf0f3110d6f9390eb09e409ed/kiwisolver-1.5.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ca7f6fe0f37ca978a1e5eb7a3a68e6413f417e78e838324947ffd420202b198b", size = 1482211, upload-time = "2026-08-28T10:27:20.039Z" }, + { url = "https://files.pythonhosted.org/packages/13/dc/34da54efb4976616d45c20aae32d70e89d6e7395ed908029154d1609ef22/kiwisolver-1.5.1-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5b973887ff782cfd6b67c9904ad8ca542e0bc5e4961503408b423b5a688b4d38", size = 1283739, upload-time = "2026-08-28T10:27:21.82Z" }, + { url = "https://files.pythonhosted.org/packages/5a/3a/30ffb62bee646e266e98a1b5cd276d9c75b6116fbfcb87c1190838c1b6df/kiwisolver-1.5.1-cp315-cp315-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f76fc85bd054c806960f917ec0f329e24e436f1712267d90588e4c39890caa63", size = 1301681, upload-time = "2026-08-28T10:27:23.876Z" }, + { url = "https://files.pythonhosted.org/packages/a9/8d/13c70be22a8506880b35fdc38dca36629613bc493405c79f4037f2cd2bb9/kiwisolver-1.5.1-cp315-cp315-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:828f75af2b0080c8a972e75f649ab46af008e92c6104a57a759157200b835b75", size = 1349159, upload-time = "2026-08-28T10:27:25.899Z" }, + { url = "https://files.pythonhosted.org/packages/82/0e/993972b8ec6767f47cd69818fb3a5ff14510557d29f7d1a839be7574fa1b/kiwisolver-1.5.1-cp315-cp315-manylinux_2_39_riscv64.whl", hash = "sha256:431dc224a1a92a5c8f582d96e505196a3b5997a7271076678da2dfde67b77e9a", size = 997613, upload-time = "2026-08-28T10:27:27.507Z" }, + { url = "https://files.pythonhosted.org/packages/36/82/ca26eddd2eda2420dfc56693449c1f821f78b485da9cbde9904c03af3f93/kiwisolver-1.5.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:61e9a64c7635095a6bfe483e2ff055d437c59bd45f3617a228b37277f0185d62", size = 2235109, upload-time = "2026-08-28T10:27:30.113Z" }, + { url = "https://files.pythonhosted.org/packages/c7/84/97d920881e10840b8d7c7185620298e3e4c88820b05514e3a15a258b08a6/kiwisolver-1.5.1-cp315-cp315-musllinux_1_2_ppc64le.whl", hash = "sha256:3c24cd69455e1b00ddf770c13b6e2c33e07d6dc3f2d34add0bf9277c5c6bbd46", size = 2331207, upload-time = "2026-08-28T10:27:32.795Z" }, + { url = "https://files.pythonhosted.org/packages/e2/ce/34d74b8f25acc58800f4c09268371e8d6159cf0f1206f1e4dc7835629b48/kiwisolver-1.5.1-cp315-cp315-musllinux_1_2_riscv64.whl", hash = "sha256:27add358abe374ebaa3b8763ef380bc99051b5a4b18d94878366a9e4f59efef0", size = 1986696, upload-time = "2026-08-28T10:27:34.628Z" }, + { url = "https://files.pythonhosted.org/packages/0e/01/f892644014612527aef7031d3306a2ffc60b3cb044f802c1561f8e5e14f3/kiwisolver-1.5.1-cp315-cp315-musllinux_1_2_s390x.whl", hash = "sha256:255605693a483db7bd5c79f60437f7bf658f7f520d61aa42722e32257c941951", size = 2496400, upload-time = "2026-08-28T10:27:36.818Z" }, + { url = "https://files.pythonhosted.org/packages/32/6d/d8284e66e697026536e5f418b9cfe56567bffd3c775e3ecfbae373605854/kiwisolver-1.5.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:7d38b0c279c3032e8c9cc013b405c6df8e1668dbf15465779aa7f15f61201812", size = 2302967, upload-time = "2026-08-28T10:27:38.803Z" }, + { url = "https://files.pythonhosted.org/packages/46/0a/69a355e27f32ba50d5b6369949b6a1702e122f5277c89bc76d452b81c1c4/kiwisolver-1.5.1-cp315-cp315-win_amd64.whl", hash = "sha256:958254518717542d02d0688d0d20cbf771da5e415e6f49543f92481c850a4540", size = 72283, upload-time = "2026-08-28T10:27:40.491Z" }, + { url = "https://files.pythonhosted.org/packages/ef/d8/7a95be90c33dcdd52204d4aa6384d731443225b887283bbd8b61e7931f6c/kiwisolver-1.5.1-cp315-cp315-win_arm64.whl", hash = "sha256:da3275833be0edbaf4830fae08bae3dc7219f40ce0c37eaa6c25825957e06612", size = 69860, upload-time = "2026-08-28T10:27:41.835Z" }, + { url = "https://files.pythonhosted.org/packages/31/f8/9bc493e7f5707788ba7f621902c68f82dc3a7ba03c78fbd337b026cef1ed/kiwisolver-1.5.1-cp315-cp315t-macosx_10_15_universal2.whl", hash = "sha256:470d420f98d368d6f010633a20659b544c5fdfa5329e6b70219f2ef08fd4a7ef", size = 126336, upload-time = "2026-08-28T10:27:43.379Z" }, + { url = "https://files.pythonhosted.org/packages/d1/82/3aea86b3f99712db825e9ac5631bf99571e818a8b8961ff98cebd798413e/kiwisolver-1.5.1-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:83f78128fa28705fa85d01c59771c72fe81c11bd0e6155edbb9f818983a7d761", size = 67698, upload-time = "2026-08-28T10:27:44.613Z" }, + { url = "https://files.pythonhosted.org/packages/84/7d/8daafc5d2e7f9c47a4f78f8865d86d2a9cf399c2a85f86c44a993594410c/kiwisolver-1.5.1-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:9506e892bcc3b409831d363c6f53e5985e1c8d1f6f6b0256d00358684ff85378", size = 65945, upload-time = "2026-08-28T10:27:45.932Z" }, + { url = "https://files.pythonhosted.org/packages/3d/c9/51dc974d9130da70a8c47a96160123443d387ffe1b6b833d6f91d9429339/kiwisolver-1.5.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cea90547bfd93807e0013a004dc76552be44fad3bc1cc2b38610a9e889ed098f", size = 1588030, upload-time = "2026-08-28T10:27:47.678Z" }, + { url = "https://files.pythonhosted.org/packages/e6/86/f3e1a730e7a995149d8d3ff9e313b6d8a17b2cf1d98a8eff139dc30463fb/kiwisolver-1.5.1-cp315-cp315t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e8e4d953faaded9ec7ede36824e9814082d22d4c7b1eafbfa079ecba8cd0d076", size = 1390760, upload-time = "2026-08-28T10:27:49.676Z" }, + { url = "https://files.pythonhosted.org/packages/4f/3b/8ba25a2b5a0d2375e046f1b72de5179513f0be95aba6e7b094c89303929f/kiwisolver-1.5.1-cp315-cp315t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7e9c01d3dd7ceba4d1d436cc021d40d592466e40b9bc7f5d83dc4e98a5c9cd8c", size = 1403279, upload-time = "2026-08-28T10:27:51.242Z" }, + { url = "https://files.pythonhosted.org/packages/18/d0/278d5cb8be812740027d5ca0a7eda0c375488a88d6dce0fa60fcc2591ad2/kiwisolver-1.5.1-cp315-cp315t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:37f801b5d7cc0e5a548921308e059fd2b057bb42972b591cfa3049f95423c4ed", size = 1454429, upload-time = "2026-08-28T10:27:53.213Z" }, + { url = "https://files.pythonhosted.org/packages/94/37/bcbab41063ec284c1d200efe5087cf087798c2f8916960aa8a20dd303290/kiwisolver-1.5.1-cp315-cp315t-manylinux_2_39_riscv64.whl", hash = "sha256:e68e151428b5384f766cd25739bf77c7e4a3dc93b5ded7a12118d9fbfdf78ab6", size = 1073225, upload-time = "2026-08-28T10:27:55.089Z" }, + { url = "https://files.pythonhosted.org/packages/cb/c5/ab79dcdf5ae28909a51210ae0a1c579e97ff997b3466414f0d04c0994583/kiwisolver-1.5.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:8f8fddb8e323bd6eee4e54e69a39243beab22689070f4c66b472c4cc88bb89d8", size = 2334335, upload-time = "2026-08-28T10:27:56.78Z" }, + { url = "https://files.pythonhosted.org/packages/8d/8e/71d047468a189041d9c93f3b76844b924f9793b188c44bd149fa258912da/kiwisolver-1.5.1-cp315-cp315t-musllinux_1_2_ppc64le.whl", hash = "sha256:3cc210010fd2f438a3ed430b45f1b501fd13a8618bf984dc2c5ce5b69b78752e", size = 2424982, upload-time = "2026-08-28T10:27:58.639Z" }, + { url = "https://files.pythonhosted.org/packages/7d/37/1347461bbea6d0e1f0580b94ef603b18e72c2be5f667fa1653867361a00b/kiwisolver-1.5.1-cp315-cp315t-musllinux_1_2_riscv64.whl", hash = "sha256:b5664603a253efd3a75716d793d1d3a6a82723b61dc6db767b2460bbbeec4c0f", size = 2062857, upload-time = "2026-08-28T10:28:00.407Z" }, + { url = "https://files.pythonhosted.org/packages/1f/87/c7f0976c9cd0d127643351bc0c9929e0b8899d7f49d4ec238cd909e39c42/kiwisolver-1.5.1-cp315-cp315t-musllinux_1_2_s390x.whl", hash = "sha256:a7b85b2cc6ea45e5f7e8c9a30bc9fabd47cda09106cbb4b967335c3e6c43b69d", size = 2596022, upload-time = "2026-08-28T10:28:02.183Z" }, + { url = "https://files.pythonhosted.org/packages/e3/9a/59a6f6ae6f938c15076be2c21b6cedea973d71bb1349ec84fa485fab82cf/kiwisolver-1.5.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:ab620eb663952455271ac37f9aaad86b73c969c02f11f53cea405b38e96a4300", size = 2395634, upload-time = "2026-08-28T10:28:03.977Z" }, + { url = "https://files.pythonhosted.org/packages/e9/2d/8982c1fb7926da5bb7ed60318c3665b5c3f941447271ac982960a11b8637/kiwisolver-1.5.1-cp315-cp315t-win_amd64.whl", hash = "sha256:cb6fae641357ed2f6e533c0d3c6504a4a5703621a50c89459e46051d56b61140", size = 75379, upload-time = "2026-08-28T10:28:06.307Z" }, + { url = "https://files.pythonhosted.org/packages/07/78/ba7b6dfa1708b82b373ac056928a30c545d5c1a627df9839dcec3c6c1881/kiwisolver-1.5.1-cp315-cp315t-win_arm64.whl", hash = "sha256:b390aec180a7c054919c04898835e1c77bced23ea8383eb2c570213bf25d1a86", size = 73011, upload-time = "2026-08-28T10:28:07.578Z" }, + { url = "https://files.pythonhosted.org/packages/a9/c4/1407df7512a5b36cc79840e01710dc575733c461b13ab866cae77eaf87f3/kiwisolver-1.5.1-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:482676e5bd48d70ac99d9fc78863469845421e01184fa83f1f9366dc49f7e974", size = 134002, upload-time = "2026-08-28T10:28:08.881Z" }, + { url = "https://files.pythonhosted.org/packages/16/45/c37a21ad5c0ab581a93c55ad544721aaa1f0ae94edb29c6a678a23d013e6/kiwisolver-1.5.1-graalpy312-graalpy250_312_native-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:072bdb15a3c19a5b5dbc8f8fb1f4e1884bf4f3507eeb4cc6334401274d37a5c0", size = 194292, upload-time = "2026-08-28T10:28:11.06Z" }, + { url = "https://files.pythonhosted.org/packages/a6/c1/69f00d627949580e43d57af0aa465df46868d7c29801c137a55374101294/kiwisolver-1.5.1-graalpy312-graalpy250_312_native-win_amd64.whl", hash = "sha256:a5a00665d1a0e26763a7338d7e911d4598fbc1d50dd0d6b7919b7dc6c5d6569f", size = 73362, upload-time = "2026-08-28T10:28:12.449Z" }, +] + [[package]] name = "markdown-it-py" version = "4.2.0" @@ -565,6 +858,67 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/92/f9/ecbde7149e95b8a0f18e16d5d747f7dc06049d5da2e4f77f6f5e4a1f46a8/markupsafe-3.0.4-cp315-cp315t-win_arm64.whl", hash = "sha256:39dbacefc411633db5b4378b066a9aca70a3d7e2922c9e578d825f844026eeba", size = 14417, upload-time = "2026-10-02T23:06:56.246Z" }, ] +[[package]] +name = "matplotlib" +version = "3.11.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "contourpy" }, + { name = "cycler" }, + { name = "fonttools" }, + { name = "kiwisolver" }, + { name = "numpy" }, + { name = "packaging" }, + { name = "pillow" }, + { name = "pyparsing" }, + { name = "python-dateutil" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e7/c8/9aa712a0afb882649424dd8de8ad9aa6235e796e84c6052e8f6dc1598d0d/matplotlib-3.11.2.tar.gz", hash = "sha256:cec596316640f2b394b8f0daa0ea61a8eae82d017b620b9f202befb972a59ea4", size = 32660610, upload-time = "2026-09-11T19:05:31.214Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/ce/1bfcc4873b121597791ad74032943b123218c0613af0b97e8dd05e916fb1/matplotlib-3.11.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ef752769cd962f39ea0b6ffc82d1ea43a0012c5a6157c7a075212fa509cfcff2", size = 9476466, upload-time = "2026-09-11T19:03:19.45Z" }, + { url = "https://files.pythonhosted.org/packages/a6/c4/7f5f3601ee69baf072c0c7d3ce60c03e0618621c5a56c34a62a460e29d11/matplotlib-3.11.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ef31985c4dedb5f1424e1aec6849a47dd37689cb7fa3c20b1b82187f26806261", size = 9305583, upload-time = "2026-09-11T19:03:22.39Z" }, + { url = "https://files.pythonhosted.org/packages/b8/90/2b3fd67ee273163faeda6d514be70b5596eaa0fd77b60ffc294ad0b34f5f/matplotlib-3.11.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df4f7784aca81a94f254c0a2767d592ee25f407e488f5fa7203e51093fb6ca27", size = 9860353, upload-time = "2026-09-11T19:03:25.049Z" }, + { url = "https://files.pythonhosted.org/packages/f4/84/32549e7a462dc311aed2ab62e5d2538028840b5c53a8be0195c789937c3d/matplotlib-3.11.2-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b9a7ad579856284135e401ecc918c5f8a017ee30539298862a109f51b971710", size = 10670348, upload-time = "2026-09-11T19:03:28.108Z" }, + { url = "https://files.pythonhosted.org/packages/84/39/02e21b74f7439bd643d717ea846006d46e309e6d29b632b57751265311d6/matplotlib-3.11.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3aa4b8516fd26659e4363abbf317c703d9116496c5db2e9d0609a2866dd39dd2", size = 10810580, upload-time = "2026-09-11T19:03:31.402Z" }, + { url = "https://files.pythonhosted.org/packages/04/93/0d239bde12b308262265c2d98909b2f0ecad2b5deeae96241642e822e9c7/matplotlib-3.11.2-cp312-cp312-win_amd64.whl", hash = "sha256:c5c1c68ee401fc98271263410f0e5ce88285abacf7627132914e8adf3d70ff43", size = 9349409, upload-time = "2026-09-11T19:03:34.195Z" }, + { url = "https://files.pythonhosted.org/packages/49/a8/06baf901c02246c8a222b655cc4540ef9c15e1549a04e07927f9cde716c3/matplotlib-3.11.2-cp312-cp312-win_arm64.whl", hash = "sha256:643ff850d8e0f5b8319337f87ed3cb59506afb3df3cc48de777d85871233be7b", size = 9028084, upload-time = "2026-09-11T19:03:37.032Z" }, + { url = "https://files.pythonhosted.org/packages/bf/ce/fc58855a3d17f6cb8a87b6f9ccd100f65432a3a7ffed57309cbf14c78987/matplotlib-3.11.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7d43ff8cebb50840648cb6429b2228621dbd709010f3117b3740abb20abf21c0", size = 9476987, upload-time = "2026-09-11T19:03:40.17Z" }, + { url = "https://files.pythonhosted.org/packages/a9/29/2a47b700545aca050e0ed73c89ba21e08407e11f5f42a567421b220de6c1/matplotlib-3.11.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2a8285cea8ef4d92aa041d1c33788bcae82248503300f93f1ca2136b9049452f", size = 9306050, upload-time = "2026-09-11T19:03:43.103Z" }, + { url = "https://files.pythonhosted.org/packages/a9/df/e7c10292f348cf55178a5b3c0092a38ea68891a3945f199ae8b7b8ac9dc1/matplotlib-3.11.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1944895967f87c84c9b4bad29a707b31f5b36df4a3a2339ea1f8ea3ce5105539", size = 9861060, upload-time = "2026-09-11T19:03:46.044Z" }, + { url = "https://files.pythonhosted.org/packages/e4/b9/b978de6d43d47f1d4d8e653fac32c16d8d2e5f46bbbb822e26d7cb1adece/matplotlib-3.11.2-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:af2661f6ac6bbd1d081996f54fdd9385715c625ace8cec0869055c0cfbf38981", size = 10670885, upload-time = "2026-09-11T19:03:48.942Z" }, + { url = "https://files.pythonhosted.org/packages/a3/80/d72f61bb2631ac15d17fada1f17e0f99fecba69d8376d34f17cf93b7eddd/matplotlib-3.11.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7e5a90f8a707ebb6004a713b1cff091a40cc5df4c7c1cb165e5a505ebc11c292", size = 10811222, upload-time = "2026-09-11T19:03:51.665Z" }, + { url = "https://files.pythonhosted.org/packages/94/2e/6d1d33f242c705b5c6c6fb3f0fc141add51cb1abb62912e59de0835d28c4/matplotlib-3.11.2-cp313-cp313-win_amd64.whl", hash = "sha256:bc067c462a86f0e57bf52fc6e058d90171a5420007dac00c46e90153050c69a7", size = 9349539, upload-time = "2026-09-11T19:03:54.534Z" }, + { url = "https://files.pythonhosted.org/packages/bb/bb/c0aa86a7f4c0e62f1c3c0711e361f6f23f87eb9018732a5e11994bd1b7ec/matplotlib-3.11.2-cp313-cp313-win_arm64.whl", hash = "sha256:3e8576f7c47e02fd4f21f44171302d2d1d58d4471d46da3d71fe8899d19539d9", size = 9028295, upload-time = "2026-09-11T19:03:57.261Z" }, + { url = "https://files.pythonhosted.org/packages/54/b4/4facdb700bc236e4c676495ca3798d8134ab8668cbfe0f6b2e9ebf962a38/matplotlib-3.11.2-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:c9721f81275499da1feeb36a2cf8192ea086283b3bd16b7dc4c9d7aedb7396d6", size = 9478976, upload-time = "2026-09-11T19:04:00.12Z" }, + { url = "https://files.pythonhosted.org/packages/4c/a0/bba05f0a25bfeb0475c2f2a87958b31103aa6b7a5386017afb1a96212825/matplotlib-3.11.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1a3040b209f3968b4e84161df7b174f07a9fad33b0f2d7e48ea3bbd3075e2863", size = 9307932, upload-time = "2026-09-11T19:04:02.976Z" }, + { url = "https://files.pythonhosted.org/packages/d4/42/81d5cba4bb39b41b0998efc880e129f2d7cdb94256ca49678fdcd9c21be5/matplotlib-3.11.2-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf3fe71fbfb8ec0e310e0bc8537c3405a01f38f25f9394ed2135e6202fed542b", size = 10674370, upload-time = "2026-09-11T19:04:06.912Z" }, + { url = "https://files.pythonhosted.org/packages/29/5e/52f56f93d5b20815ee0ae352f7a38eff25580edb180b4fa7df87cfeba68f/matplotlib-3.11.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8c8255de28f986d935a64c9ca71c0ec2d2f41d355691f5ea684725dc91413f71", size = 10954597, upload-time = "2026-09-11T19:04:09.948Z" }, + { url = "https://files.pythonhosted.org/packages/6e/ae/f8918a1b564db49c53cd603eb3c8748c5767e4ce0fb2cf1d7c38653e4c5d/matplotlib-3.11.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a8756cc73d9af9a7fe0deb54ea2e75ef73b01d9e575877e72acad5458e660943", size = 10812583, upload-time = "2026-09-11T19:04:12.887Z" }, + { url = "https://files.pythonhosted.org/packages/ea/61/4315ef0d63937fe56f451887b4a0be3b8e8b22cf1d92a8d157caac54570d/matplotlib-3.11.2-cp314-cp314-win_amd64.whl", hash = "sha256:ecea603dd2fbf8242fd31a305a8b12a4ece2de28096870c65fdd0d1e35b8d9a6", size = 9505972, upload-time = "2026-09-11T19:04:15.788Z" }, + { url = "https://files.pythonhosted.org/packages/d5/00/02398b0a1a62ef73d9af0a957fe1773363eec9a6ca7e433c72ae2790fbce/matplotlib-3.11.2-cp314-cp314-win_arm64.whl", hash = "sha256:01dc8eaaab5a9fce9ff615eca82345728f289e4715b186ee10c6d85272fc26bb", size = 9184534, upload-time = "2026-09-11T19:04:18.691Z" }, + { url = "https://files.pythonhosted.org/packages/ec/c5/1e6ca10baa7e04f113c37856aadb4adc3dbb1c55fc7da6dc830bba1292d7/matplotlib-3.11.2-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:79a258f58253dfa025af80a9e9bb228d75fced007f0e93ae7423fefbde81a74d", size = 9526415, upload-time = "2026-09-11T19:04:21.39Z" }, + { url = "https://files.pythonhosted.org/packages/e0/93/7561727af07ccc84747953c6a33eee3981cc436d04f465032e707ca0e429/matplotlib-3.11.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c0b83f044ce10a98027b105b3931548719a6e8c7ef986b4362651e0b5367c8dc", size = 9361064, upload-time = "2026-09-11T19:04:24.107Z" }, + { url = "https://files.pythonhosted.org/packages/c1/40/ce270ef2a6794d94a409fe28b8dabedffc07c07f9e5dbb89e0f605bd157d/matplotlib-3.11.2-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e43b188f0a5b75447bcc197728258166aa64365770ed1caa36595a5e1ca4bbba", size = 10684626, upload-time = "2026-09-11T19:04:27.201Z" }, + { url = "https://files.pythonhosted.org/packages/45/46/396e0307dbf1c1f2d0a3654caa6dbc780dd5379f5f11257369cf8d21d9fe/matplotlib-3.11.2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d3304eb5a59442a8867f6920d484591c0fa09ffc29e9260be2feec3351e25869", size = 10960602, upload-time = "2026-09-11T19:04:30.254Z" }, + { url = "https://files.pythonhosted.org/packages/1c/97/4defb84695477340aa88b27c9482cc1ca4de11f36f66b6c8c0ddd685def1/matplotlib-3.11.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:02329432ae5c6af87cf208ee575b701d698bdf0b1a3bb28cc6d53c36e967e575", size = 10822603, upload-time = "2026-09-11T19:04:32.964Z" }, + { url = "https://files.pythonhosted.org/packages/7d/e7/eab54551c1ec6b72dcd678a078b6c6da8d4c85ec1ff0016e81fe52866304/matplotlib-3.11.2-cp314-cp314t-win_amd64.whl", hash = "sha256:f2ac30cf5eb5dff1b584627ae0b0e1186551a4f69ae3c75073911da497a29170", size = 9551206, upload-time = "2026-09-11T19:04:35.811Z" }, + { url = "https://files.pythonhosted.org/packages/4e/0e/04698032cb4d8fb1e30d8ffec5ded20f6f582b03c8c58b2385c95245f158/matplotlib-3.11.2-cp314-cp314t-win_arm64.whl", hash = "sha256:cf41ecd1b0c0b6f7177ed965a54c2afbe888715c7cf6054dc12d53bc1494002c", size = 9234977, upload-time = "2026-09-11T19:04:38.972Z" }, + { url = "https://files.pythonhosted.org/packages/44/a9/ca827c184b87364378964e36e7c0ae23651d146fdbc4000635205490cf82/matplotlib-3.11.2-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:894a9cbbecbe30ae6787d464df2e8fc7a8d475cfc68f87c3029f7c11152899b3", size = 9478997, upload-time = "2026-09-11T19:04:41.914Z" }, + { url = "https://files.pythonhosted.org/packages/48/60/01aaafc9c3159f3fae9a65bbcddaa4a6d4d72b0aeffdd636d7f6d00a5c8d/matplotlib-3.11.2-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:bbf1062991d826ed27e2144f3afa4461afbb8ff56e8f703043e191a8163b1ee9", size = 9307947, upload-time = "2026-09-11T19:04:44.834Z" }, + { url = "https://files.pythonhosted.org/packages/1e/a0/6aa72c7cd7cf4dfac652744d7a3310007cec3ce8e5ab9be607bec7096471/matplotlib-3.11.2-cp315-cp315-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:399fef672f7046ef7d6a57572b2a6f9845f3f5afcff04e7b2df7a363a9f42190", size = 10674370, upload-time = "2026-09-11T19:04:47.745Z" }, + { url = "https://files.pythonhosted.org/packages/a1/97/d7e90225ac145046787a2ee0fa4cdc7e4d5cb6772ea232130b10f8a4095a/matplotlib-3.11.2-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cc82dde2a0d3e3ad472edce04897ad7146b8d8bfd1df8a32992eebb81af18fdc", size = 10954581, upload-time = "2026-09-11T19:04:50.712Z" }, + { url = "https://files.pythonhosted.org/packages/58/18/89cf056a9d2cae01f4b8baf01c7e809d613244fcdfa2a2acf28c1e0d79fa/matplotlib-3.11.2-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:930efb28f59fda124e39265d177bab302625297bb147d2910de725a2fc2aef54", size = 10812605, upload-time = "2026-09-11T19:04:53.552Z" }, + { url = "https://files.pythonhosted.org/packages/9d/4d/c61b9f4c34af802d4d84e58803e009013d626b5f468bafe1416131863b5b/matplotlib-3.11.2-cp315-cp315-win_amd64.whl", hash = "sha256:3da3bc0cbf7245e7db72cc6d29d12c5abef72cb73059c73b945f14e3545f3eb2", size = 9506068, upload-time = "2026-09-11T19:04:56.519Z" }, + { url = "https://files.pythonhosted.org/packages/03/7b/047f2fa8708d47430d8e7fa45e9fffb0aee5d4e300f978e087be2ee11fbc/matplotlib-3.11.2-cp315-cp315-win_arm64.whl", hash = "sha256:f25446b2981717dca9786bac841cb3fd7efb568e3e3c755dd980481c5cb9228d", size = 9184576, upload-time = "2026-09-11T19:04:59.318Z" }, + { url = "https://files.pythonhosted.org/packages/03/6e/ad9c5989950785a98642667df265a47c6637e924cb69b5dcf68c3299ae7c/matplotlib-3.11.2-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:fea03cf56568cc1cba08b470be6a0559e71c3a5b688d54b7179bb35ba23d0821", size = 9525988, upload-time = "2026-09-11T19:05:02.304Z" }, + { url = "https://files.pythonhosted.org/packages/a6/c3/25c61701fb655dd412428b15eee2591ce554cdd593e39a045a153373f428/matplotlib-3.11.2-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:254d4ddb2fa8df3b4c689c0c306063aee10521df82cfb438185e499c75fe37c1", size = 9360774, upload-time = "2026-09-11T19:05:05.092Z" }, + { url = "https://files.pythonhosted.org/packages/58/5a/4552878fce8f9d249a5e264c16f5c267c27eac08fb039fa3e207a06feff5/matplotlib-3.11.2-cp315-cp315t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e60cf3047a51edecdc4535a9196bbd6a732936b8e9f8184aabf4d16165884aaf", size = 10685892, upload-time = "2026-09-11T19:05:07.686Z" }, + { url = "https://files.pythonhosted.org/packages/af/dd/b3b19ec0124fc4aafd8a4b3bae859c562a7ff0fd8ae3b2099947f78bde19/matplotlib-3.11.2-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:eb3712dc9b464793de0a4e42a7313d50293c751f94bddaf7332a1bc71bccdda9", size = 10964946, upload-time = "2026-09-11T19:05:10.943Z" }, + { url = "https://files.pythonhosted.org/packages/7b/30/687ccce22f66a57fed85942450e88062773bcbf1a42914e70c7148ec71dc/matplotlib-3.11.2-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:75b6d88402770e181b5d06a67dda4129c31da7d05004d63a21c310ec78d1b83c", size = 10824960, upload-time = "2026-09-11T19:05:13.9Z" }, + { url = "https://files.pythonhosted.org/packages/d3/34/117fe35a8d05054b4b34d2d29287099927c24c3841d36e06d9fa2f20c1cf/matplotlib-3.11.2-cp315-cp315t-win_amd64.whl", hash = "sha256:a6939df7567114b6bac7f4c5e06c84a67f197c1b2f2e4b234d4eecb3bfec9482", size = 9551204, upload-time = "2026-09-11T19:05:16.48Z" }, + { url = "https://files.pythonhosted.org/packages/63/5a/9f440e7bec8b80d0af2a65d1165b2f4e718982dad785531f62255d9ff19b/matplotlib-3.11.2-cp315-cp315t-win_arm64.whl", hash = "sha256:d480038c83691532ed52ff3147db51fa902fc78cb2d8349993a1cdb684435bff", size = 9233946, upload-time = "2026-09-11T19:05:19.063Z" }, +] + [[package]] name = "mdit-py-plugins" version = "0.6.1" @@ -612,6 +966,79 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/54/c8/12811c9b48fde162bb72b6f2e78fada9a247a09d7bb5be2050a5d099c77b/nodeenv-1.11.0-py2.py3-none-any.whl", hash = "sha256:edaa16e6c14d7cf395d75d4bbd5a26390f4dc06501a33b4e76282b02cc688a25", size = 34277, upload-time = "2026-09-26T11:29:19.933Z" }, ] +[[package]] +name = "numpy" +version = "2.5.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/95/b0/c7453d0b6e2073c3264468b106ee1563750cecc910965e67357e3698c83e/numpy-2.5.4.tar.gz", hash = "sha256:9a94cf751c9ad8ebaa835bcd3d40dacf8534ad086b88c38029b65123c7999d2a", size = 20866315, upload-time = "2026-10-10T20:05:31.422Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d0/97/ba2074e92b7befea137e77ea8471e768bbd87c339b7e8c9f5a931949f977/numpy-2.5.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c6342f54c67093cae5c0227eb0eb772fdb79f2a2c37a6eb278b9909ee06aa356", size = 17001609, upload-time = "2026-10-10T20:02:40.843Z" }, + { url = "https://files.pythonhosted.org/packages/ff/a9/bac826765e971d8e16e2064e9ac7525fd69b40ac17c905033a7f5442023f/numpy-2.5.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b11e8fda06a7d69f15ebf542660b74466c2e51094800c1fb794f47ad4faeef17", size = 12015718, upload-time = "2026-10-10T20:02:43.45Z" }, + { url = "https://files.pythonhosted.org/packages/31/2f/5ea3570fcb8ccd0882bea99436a513b2c85dad8f774a2057849130a8fb99/numpy-2.5.4-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9cb18a327b49c5c337f972b03682f6a49855525faaf3c0d3e9c96cd0fd8880a8", size = 5451717, upload-time = "2026-10-10T20:02:46.169Z" }, + { url = "https://files.pythonhosted.org/packages/34/f2/b4fc1bafca03868220b5eaf729d2f21ebd7d7b151c0f9e144fe212bbca35/numpy-2.5.4-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:aec3fc4b32ff82421274f5d205c559c51c840c8df66a78efd7f3612dd005a26a", size = 6789926, upload-time = "2026-10-10T20:02:48.139Z" }, + { url = "https://files.pythonhosted.org/packages/dc/96/8319e2457ae4333c62c815c7006b869a4f60985c1e01024c2f8c6c040fe5/numpy-2.5.4-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fe4d21ab149f15e4e6043dfb0de87e6e5f34ac176cde83060e9802981fca2ac2", size = 15695312, upload-time = "2026-10-10T20:02:50.115Z" }, + { url = "https://files.pythonhosted.org/packages/43/a3/c799c62e19c337e6d3770b08e475887fb30ce8477d3c09efca6b2f0228a6/numpy-2.5.4-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fbde6962867ee75b48b0ee29b2b9372ec5d617799dbaf38e82dc0596f2f7738a", size = 16727283, upload-time = "2026-10-10T20:02:53.186Z" }, + { url = "https://files.pythonhosted.org/packages/39/6b/3604e53fb00314d0dc1b94ec9125a1484f649c0a17480b1f0f0c7a9d6250/numpy-2.5.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:381a7a3d2e65e64c0ec302795ab9dc12bb1e73f150904699c153716177eebdaf", size = 17047890, upload-time = "2026-10-10T20:02:56.038Z" }, + { url = "https://files.pythonhosted.org/packages/4a/7a/e8b58a5289a0d464c52885de47c35a935cdd70c03a4c3ab94a5126416dd0/numpy-2.5.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b89d0aaae2fe498c648f4c4795c084db535af5bd98ef942b2a3681fb74ce8645", size = 18485839, upload-time = "2026-10-10T20:02:59.018Z" }, + { url = "https://files.pythonhosted.org/packages/6f/c9/47094f597015009f310b8c900def59065ef1ff5a6fe7b51fc65ec58ec2c6/numpy-2.5.4-cp312-cp312-win32.whl", hash = "sha256:9968ab7e49b93ac6e1c3b2239732183152c9150f16308d30b66a372cffe3483c", size = 6138936, upload-time = "2026-10-10T20:03:01.626Z" }, + { url = "https://files.pythonhosted.org/packages/12/33/fefe62073dc8acfd0f2b9ed7c003af2f50aa61555e113e6db02b8f79f145/numpy-2.5.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7b1b6353e36a7e50de2973a38d705c88ee93adcf120673cee7f45a4a3fa223a", size = 12573091, upload-time = "2026-10-10T20:03:04.349Z" }, + { url = "https://files.pythonhosted.org/packages/1a/07/161270b0c2eec56e4c905f6d6d22e1b836887b2cb189d3f5820aa588e9dd/numpy-2.5.4-cp312-cp312-win_arm64.whl", hash = "sha256:aa1cce2ff3f8d953de38b76bf44602caeb69f101430208f64a10067f7cb4b1d3", size = 10521630, upload-time = "2026-10-10T20:03:06.767Z" }, + { url = "https://files.pythonhosted.org/packages/67/14/1c3ee0118a8fce08565a5d8482631608426a33af10a01077fada5dc7c119/numpy-2.5.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2377da2dd3ba2c1200956acbab2a358c83b8e1f8531191672d1cd6ad83250d53", size = 16997729, upload-time = "2026-10-10T20:03:09.291Z" }, + { url = "https://files.pythonhosted.org/packages/83/8c/b0ea9477fb1f0d4484bbc5cba21678cc9969704d8d7f3f158d1db35f8e14/numpy-2.5.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7415db95818b39ec475a5eea54d9e3b6bc83e3912158e46da3438cdce399804d", size = 12009826, upload-time = "2026-10-10T20:03:11.946Z" }, + { url = "https://files.pythonhosted.org/packages/e2/84/6a3d75b3ba3dfe84ac0053450753d1e6d250a8bf80f66474cc46d1fb643f/numpy-2.5.4-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:6d6a71b9d9a97c03633aa12565ef2825ffa036cc1d99cfd50dacf0f128af4fe2", size = 5445803, upload-time = "2026-10-10T20:03:14.329Z" }, + { url = "https://files.pythonhosted.org/packages/61/18/bb993f267ca20b376e07092a16793a5b31ed3138751e9ba480011a14d742/numpy-2.5.4-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:d8200f16437b289a5bb927c6e184eccc3e8389bc0070fea4cd5b9e13c1757959", size = 6786220, upload-time = "2026-10-10T20:03:16.602Z" }, + { url = "https://files.pythonhosted.org/packages/db/b6/135bb0953b61dc21c6cafa14b424ae666944e4899cf140e00c2b322a1a45/numpy-2.5.4-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1c2e71b04c6cad90026e544501bbe0ab9290fa8a4d845e7e8c0d124fb429c988", size = 15689178, upload-time = "2026-10-10T20:03:18.721Z" }, + { url = "https://files.pythonhosted.org/packages/da/24/3bd070f3269dc609d8f26b2643f62ef91bb415841c0b294805aaf7fe06da/numpy-2.5.4-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6ffa07666f8da0eef81d149934a626d0d95fbd6838432a33e66245423a9062c0", size = 16718044, upload-time = "2026-10-10T20:03:21.386Z" }, + { url = "https://files.pythonhosted.org/packages/c7/8e/9d15bd356b0a019c965312b1a3c6a727cac4cae5bc40045fbc12ce4cff9c/numpy-2.5.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2fa3328f784fc8277fc48026f6cad516f5c561c5d8e2e39b3c9e0c8f23223b34", size = 17048364, upload-time = "2026-10-10T20:03:24.468Z" }, + { url = "https://files.pythonhosted.org/packages/dc/fe/9d5b560db964f15871885f2250795d15945f8699e17ef90c0c2ff4c875b2/numpy-2.5.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b86966fbe4ad7de710422175572bcdc75fdedadfb54bc6fab7deabccddd7780b", size = 18474904, upload-time = "2026-10-10T20:03:27.895Z" }, + { url = "https://files.pythonhosted.org/packages/e9/98/d27552990f1bd611ef3e7466adadc78312ea2df63b83aad47fdc3d3ca8df/numpy-2.5.4-cp313-cp313-win32.whl", hash = "sha256:5258bc06526964be5face2fc6f756857a3f24f21ec3e72ca131337a75b165d6c", size = 6134537, upload-time = "2026-10-10T20:03:30.511Z" }, + { url = "https://files.pythonhosted.org/packages/90/8c/140a40398a66b4471211be1affdb6ed24c486d581bd28d07b7f2fcb69540/numpy-2.5.4-cp313-cp313-win_amd64.whl", hash = "sha256:8b4d2fd2d34e5f8c9235ee787de5631a37a28402b15cb80814df973d2be54129", size = 12566113, upload-time = "2026-10-10T20:03:32.612Z" }, + { url = "https://files.pythonhosted.org/packages/34/52/01d205e5e8ccb27b2b0b141e801f22b830198c979111b0fa44771438d9a9/numpy-2.5.4-cp313-cp313-win_arm64.whl", hash = "sha256:bc39ac66a7a9a3fbd6134fda43136b60ffde99c8f4501e64e0d2b24da137babf", size = 10519523, upload-time = "2026-10-10T20:03:35.163Z" }, + { url = "https://files.pythonhosted.org/packages/99/ba/005cb5edd580d2f84d7ca3206b92dc17d4388e56e6f87ffe8f2762f83139/numpy-2.5.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:c668b2f0d651605b58892644b0e302c7157f7159544227758c896982ef384b18", size = 17005499, upload-time = "2026-10-10T20:03:37.961Z" }, + { url = "https://files.pythonhosted.org/packages/f3/49/fee7587c33ee35f7977f9051d7f2023d4e7246d62710c80f20c2361ea232/numpy-2.5.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ffa6ce09a1c6a08e9667dd9c97aa0b14184e8d18f2a14b78b2a2328c9147f076", size = 12019666, upload-time = "2026-10-10T20:03:40.606Z" }, + { url = "https://files.pythonhosted.org/packages/d5/b2/c6ce165acffceb15a82c07b9cc77d391f86b3f379ba62911908ae5d34b91/numpy-2.5.4-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:956555e0603a4d38019ae6925711cb9dc43195c076a928accf7ea5d50bddfe53", size = 5455617, upload-time = "2026-10-10T20:03:43.138Z" }, + { url = "https://files.pythonhosted.org/packages/77/7f/dd85ce260a669a89be06842cf355d7353a33e6cfbc590fb8ebb947d88dc9/numpy-2.5.4-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:2c2c4afffdeb7920e445028dd71eb932cac3e704792e964bc2a232426d4f1255", size = 6791932, upload-time = "2026-10-10T20:03:44.874Z" }, + { url = "https://files.pythonhosted.org/packages/63/d6/34b0a2b0741386a63025a65a2c09caaaaaad6d0ca95b66cd65c30dd7fcb5/numpy-2.5.4-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4054173604cd8658796053f1f3bc0befb68ec1c0762c57fdad61e199256a8617", size = 15710899, upload-time = "2026-10-10T20:03:46.839Z" }, + { url = "https://files.pythonhosted.org/packages/16/d5/928078d2b28f26829b138b4a6c3980045022fb409f570657a224ae60ef4e/numpy-2.5.4-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d549420b8858885cea8838a727842249218b9c1da24dd517e25c9c7a948310a3", size = 16721710, upload-time = "2026-10-10T20:03:49.489Z" }, + { url = "https://files.pythonhosted.org/packages/f9/cf/673fd1b8f4cd78eb6320e87ec4c90ac19c095644259e3749853a405c70f4/numpy-2.5.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:823874a507a84af050493b622affde94b6f7c3a0dc22cb2801381bc03b871c00", size = 17066182, upload-time = "2026-10-10T20:03:52.25Z" }, + { url = "https://files.pythonhosted.org/packages/f3/92/a77b5061b1b3e2643928c37976d79ee173e1b171ed158b7a3c61056b41bc/numpy-2.5.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:4e263278bfb5ee6409db8aedbc4cc32973b1b82bc1e8d3c668551d04d83a7e37", size = 18480315, upload-time = "2026-10-10T20:03:55.39Z" }, + { url = "https://files.pythonhosted.org/packages/bb/1d/1486ef3d3fb2279fd93c4c43c1bbbf1ca389a19816696684409f71babaab/numpy-2.5.4-cp314-cp314-win32.whl", hash = "sha256:cfd73180400042a7c532d30c5e287bdd03c59ff9ee1b4c0316af0539e29dfe23", size = 6185739, upload-time = "2026-10-10T20:03:58.186Z" }, + { url = "https://files.pythonhosted.org/packages/52/9a/e1e512ebc948d5b9dd33b08736760f0ebbed2848fd4eda1f553088a6dcee/numpy-2.5.4-cp314-cp314-win_amd64.whl", hash = "sha256:2ca144f15135b6212a5c47b1e2aeca6e412f102f95a2d5d88d8aec77eb255de3", size = 12703552, upload-time = "2026-10-10T20:04:00.28Z" }, + { url = "https://files.pythonhosted.org/packages/2c/05/de709a982d7bbcd688a3fad71f002e9ff80c2db39e03ee726609b610f1d1/numpy-2.5.4-cp314-cp314-win_arm64.whl", hash = "sha256:468397ba3c64427474706e5c9123fe266395496714dc684294eac75cd4930d1e", size = 10803901, upload-time = "2026-10-10T20:04:02.659Z" }, + { url = "https://files.pythonhosted.org/packages/13/34/083570ada3bb2a30fbe5d77c8c6fef9141144a15d33e6f793a67e9749ab8/numpy-2.5.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1ef3aa6d7e29bb13677323114280b05acc57607fa2300e66432d665d5418a162", size = 12138695, upload-time = "2026-10-10T20:04:05.012Z" }, + { url = "https://files.pythonhosted.org/packages/94/06/1f9c24db48eef0c2d1207e3b11fffb0478e39dfd8c1e1be7476936885eed/numpy-2.5.4-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:98b053943e5a0474ec0da309d2cb9d3f18ea57f8a2067c2ab7b5f763d1068380", size = 5574615, upload-time = "2026-10-10T20:04:07.316Z" }, + { url = "https://files.pythonhosted.org/packages/da/0f/593fba2e1560e949123bc7d2fc48b5893d56e58cd4bd5a273d2fbf60b220/numpy-2.5.4-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:b64a85f40e154983960a4167d4c1d57a50c7f109b3d3264a3a984154e90a8454", size = 6889383, upload-time = "2026-10-10T20:04:09.918Z" }, + { url = "https://files.pythonhosted.org/packages/eb/9f/b799dfdce4e05e80ed4bc815c71ff343a11533b2c0ffc221cae8538cda63/numpy-2.5.4-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a813ed7719bf45463c51779e6a98d0385fe905e48447526938a4b8337333d551", size = 15753763, upload-time = "2026-10-10T20:04:12.278Z" }, + { url = "https://files.pythonhosted.org/packages/34/88/16c5f12f86f5ad2817c4d103205131fc6c8acb3d1878af05a1a4f23ec859/numpy-2.5.4-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c9b80cdf5cedba0e90d93fa5f9a333c4d65bd545cd669b71bb97ce2b703c9d73", size = 16757212, upload-time = "2026-10-10T20:04:14.799Z" }, + { url = "https://files.pythonhosted.org/packages/ff/4f/a1fe40e18a898e6a5089f4f0d891f0a493eb0574d5b34458f0fbe5aa3e5c/numpy-2.5.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2199ed071f460487c8db2c0e5c0b564494190edb4772fe80f9aad88b2604def5", size = 17116471, upload-time = "2026-10-10T20:04:17.58Z" }, + { url = "https://files.pythonhosted.org/packages/aa/46/e923a11c78e65c1722e7aaad817c06bd591324174b9d28ce5d31eee4d432/numpy-2.5.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:64f9c9878c1938476365e11ccfb6b770f3b9e5f045ccddc514235041e6959365", size = 18524063, upload-time = "2026-10-10T20:04:20.365Z" }, + { url = "https://files.pythonhosted.org/packages/5a/fa/84ab064514440c1f64a1b21088f2c82756defdd05e07c75ab233899565b2/numpy-2.5.4-cp314-cp314t-win32.whl", hash = "sha256:64d1c8ac28a4077cf987e0a71a7a0ef7e2df70722f07f0baa42dbb7eb6938647", size = 6340926, upload-time = "2026-10-10T20:04:22.865Z" }, + { url = "https://files.pythonhosted.org/packages/7e/7e/6cd886876f435b10685db9b9f7eeb70356f99e052116f4e5f11c5792c714/numpy-2.5.4-cp314-cp314t-win_amd64.whl", hash = "sha256:067374eb538c34c745436365cf7b0112595c1d326f21ce4ff340f61230239fbb", size = 12901584, upload-time = "2026-10-10T20:04:24.99Z" }, + { url = "https://files.pythonhosted.org/packages/38/1b/3c1684f6a06f7307f2335fca6e486cb162847fb97e91d65f8eb5cabad213/numpy-2.5.4-cp314-cp314t-win_arm64.whl", hash = "sha256:e94aef2c639da4a960ad0db8e06471208d8589974953d78b61d345b4eb99e394", size = 10891152, upload-time = "2026-10-10T20:04:27.52Z" }, + { url = "https://files.pythonhosted.org/packages/08/f4/3224deff3af2bef6bc0b175369698d8cb348f3d91d9bb0286cd5c9eae9e0/numpy-2.5.4-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:8dddfbee2e68d26d0d7d7d9cb247b1fd4409241cce32d815a11d97ec2cfde179", size = 17003231, upload-time = "2026-10-10T20:04:30.021Z" }, + { url = "https://files.pythonhosted.org/packages/be/75/fee0b8c6d94b44b2fdfae74f6a4ad5a138739589a8aebaec28ce4e713ed5/numpy-2.5.4-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:81e3420b27048b65eb14c3acf0c174a8cb0e023277716110347d2dcb26026dad", size = 12018300, upload-time = "2026-10-10T20:04:32.519Z" }, + { url = "https://files.pythonhosted.org/packages/47/c0/d0b335a499a04b65f532c3f034346ef390f81299060f928492dabc1e0272/numpy-2.5.4-cp315-cp315-macosx_14_0_arm64.whl", hash = "sha256:0b4724a19de67bea8cfc4970798efa78bcbbe2ac2613cfac16721a42d44de2a5", size = 5454250, upload-time = "2026-10-10T20:04:34.943Z" }, + { url = "https://files.pythonhosted.org/packages/5a/0e/461b3783c03d668052e6a21b01b673db6ffcb7831fd32d9aa5368c1cd426/numpy-2.5.4-cp315-cp315-macosx_14_0_x86_64.whl", hash = "sha256:2132418bf8dd124a427ca9e6a1daf9ee1a87185344c95119ceae868b99466da1", size = 6789644, upload-time = "2026-10-10T20:04:37.258Z" }, + { url = "https://files.pythonhosted.org/packages/b3/02/5dad269b02166965a7b4ca14adaddd75dbee0de42435bfecf561b84ba5a6/numpy-2.5.4-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:325518d4245b9e331387702aa58c2ce1dc4cdcbb41dfb4ccd5dcbc7e08db1266", size = 15704353, upload-time = "2026-10-10T20:04:39.616Z" }, + { url = "https://files.pythonhosted.org/packages/93/3a/01360c8036822ed9f7aa32189a77d1476567ec1e8e1383522389e4faac45/numpy-2.5.4-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56733449d2544178beaa4545cee357370440cf056c197f9c7bfb19dbfdd0e86d", size = 16718648, upload-time = "2026-10-10T20:04:42.383Z" }, + { url = "https://files.pythonhosted.org/packages/7d/5c/b863a2c093c4d6f21a597fcaf24ead0835c09ab16a8312d5a5a8868af683/numpy-2.5.4-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:5ec3753760c1a6d8bb91200666e545c3a9728e6269dfb5d6ce02340996698aa3", size = 17059053, upload-time = "2026-10-10T20:04:44.976Z" }, + { url = "https://files.pythonhosted.org/packages/0a/60/ced4f57f9a1258a0af74f17cb0b0c2700b5c67cd6678823c803b263e4df3/numpy-2.5.4-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:b1185012870173de7ae33d370bd45b1cf5baee747ea4b97036b65f4e93016877", size = 18477406, upload-time = "2026-10-10T20:04:47.863Z" }, + { url = "https://files.pythonhosted.org/packages/f9/bd/0ef22dafaafcc7d4bb3ca26b8d2afbd55dedad8eaba99a8c864e1997456f/numpy-2.5.4-cp315-cp315-win32.whl", hash = "sha256:298eca75243f2cbbfdb460560b9fb2a1792a33cf2ab4286efd43d92e8d3df508", size = 6185133, upload-time = "2026-10-10T20:04:50.467Z" }, + { url = "https://files.pythonhosted.org/packages/50/bc/d2651b155ecc608a77e6f4d15495c11f14f19bb98f8bf0c5b0d38f86dda1/numpy-2.5.4-cp315-cp315-win_amd64.whl", hash = "sha256:332f3378fe077dd850e677ec01bdcc4f22368fb5d50ef10b2c79230b1bf5a592", size = 12703085, upload-time = "2026-10-10T20:04:52.63Z" }, + { url = "https://files.pythonhosted.org/packages/dc/d2/45e404f8abb26fb9eda12b94012936873e827b1be76f2ee7890be128312e/numpy-2.5.4-cp315-cp315-win_arm64.whl", hash = "sha256:d4cccbbc78717966f764cd3af4fb70276fa01fc7a2688af11c78901fa5c04f05", size = 10801451, upload-time = "2026-10-10T20:04:55.677Z" }, + { url = "https://files.pythonhosted.org/packages/c6/c3/2ae14e09cfdb67dc187a342e15308a21c15bf4d2071f8079e6aee5fe56dc/numpy-2.5.4-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:950ea81d57ef070665581b6e1b5f6a029306423cd1739c5b95fe78aa30db6b9d", size = 17097121, upload-time = "2026-10-10T20:04:58.403Z" }, + { url = "https://files.pythonhosted.org/packages/f5/cf/305ae624ef8a039414317224abe9ec9c2fe7ea3c2e1cf204d43ff6b2ffb9/numpy-2.5.4-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:c05ede731b03fb1b7591faca9389ade3267d2bddf1ad8882bb3f2cc5e101694f", size = 12135439, upload-time = "2026-10-10T20:05:01.65Z" }, + { url = "https://files.pythonhosted.org/packages/a9/a8/f75c63813aef95827bb2c0d13b12803016853056e8792c280058cdbfe783/numpy-2.5.4-cp315-cp315t-macosx_14_0_arm64.whl", hash = "sha256:5fbf7141bbfd63aea22f435c9062a032b9ea0082fe9845dad7f021d3f1234e71", size = 5571451, upload-time = "2026-10-10T20:05:04.135Z" }, + { url = "https://files.pythonhosted.org/packages/6f/0f/f17763f983868b5c49b4101ebd7e00760bd1769478a6bb6a8de6e085bbac/numpy-2.5.4-cp315-cp315t-macosx_14_0_x86_64.whl", hash = "sha256:3573cd22564692a5b899ec344e5d5b9cc4576f2985b96f22af3564ed54f2710f", size = 6883356, upload-time = "2026-10-10T20:05:06.249Z" }, + { url = "https://files.pythonhosted.org/packages/67/a7/8af04c5a79e047996cfa38854dcfbececdd0343a7c933a46fdd03ef6f5da/numpy-2.5.4-cp315-cp315t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6c109eac9cd439193678f69d70733c1108487546ca8eafc107b510ae10c1aecd", size = 15750991, upload-time = "2026-10-10T20:05:08.376Z" }, + { url = "https://files.pythonhosted.org/packages/57/7a/648254290d0c504faa8f2d07aa206660c728802c781a6f3fc68ab7cb5d71/numpy-2.5.4-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:80d6ef6e8620eb2c2b4c4caad50b5935d6db3cde2d51581b55dcc79e14016d1d", size = 16757675, upload-time = "2026-10-10T20:05:11.393Z" }, + { url = "https://files.pythonhosted.org/packages/b8/fe/4a8c3cdb0c70400cfe4c5bec42d3099a5673802a95064614b33e07b82aa1/numpy-2.5.4-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:77045a4b175bbf5316ec08003880804336c78f92281a1b72222b274ea85ec5ac", size = 17113846, upload-time = "2026-10-10T20:05:14.49Z" }, + { url = "https://files.pythonhosted.org/packages/1b/7e/619692bb67778702c0e9eb2d468568a7573f4e269386ea61aed01ee4e557/numpy-2.5.4-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:0f02a46e49cfb6c73bdb7aea1c0d3461dbae9aba613542b65f657cd3d17b9fab", size = 18522915, upload-time = "2026-10-10T20:05:17.33Z" }, + { url = "https://files.pythonhosted.org/packages/b7/b5/4da41c328788f575838f97a098fe8ca691ebc6f6fd73ad4a262ee40b184d/numpy-2.5.4-cp315-cp315t-win32.whl", hash = "sha256:ad62a416ddcf863bf44bba76fbf6b53366ab0692e294f51cae4b5fbe0d246788", size = 6335804, upload-time = "2026-10-10T20:05:19.921Z" }, + { url = "https://files.pythonhosted.org/packages/98/94/6482ddfa3d312490cb9358f375bf2ad56427dbea8769187158e94d653753/numpy-2.5.4-cp315-cp315t-win_amd64.whl", hash = "sha256:38f47be9f74ab870d2633b5456ae519c43758a8d1fd05342f0ce4ecc034396ee", size = 12890095, upload-time = "2026-10-10T20:05:21.875Z" }, + { url = "https://files.pythonhosted.org/packages/48/7f/c2d1b436b6e7cfebac140c2579a298344b85f2991a2ce5c3615cefb29400/numpy-2.5.4-cp315-cp315t-win_arm64.whl", hash = "sha256:7a14a461d9340f1b46b8648578aed9cdb8b3b018a8fac6c1dde2c9192a01a87f", size = 10883718, upload-time = "2026-10-10T20:05:28.547Z" }, +] + [[package]] name = "packaging" version = "26.3" @@ -621,6 +1048,139 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/63/34/ba1c580383c9eada3711951fef0795c80b829a078d72188184bcab9dd527/packaging-26.3-py3-none-any.whl", hash = "sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c", size = 129956, upload-time = "2026-08-04T18:15:27.159Z" }, ] +[[package]] +name = "pandas" +version = "3.0.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "python-dateutil" }, + { name = "tzdata", marker = "sys_platform == 'emscripten' or sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e2/17/d7b106e05bfa642e8694451e7d3d759c6a241c5386a5d962e4f66c047e06/pandas-3.0.6.tar.gz", hash = "sha256:66b07ef7315a31bfe1089cd3d71a7de781c9dca986762d0b4fe7c0ef17465d10", size = 4667686, upload-time = "2026-09-17T23:23:18.345Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/77/4c/597d588c055d4373cff19cbbc32d4dd046c7be8fadee957585b5ba9e5b24/pandas-3.0.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7dac2d65e9087e8e7b5a45fe15c4920911a221df061ab629943ce016489145c7", size = 10397411, upload-time = "2026-09-17T23:20:49.465Z" }, + { url = "https://files.pythonhosted.org/packages/18/8f/48907c7c707b61a8e5018c32e1a3f70623209bfb59020a2f6196159d3aa7/pandas-3.0.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9dab635a549e58a053c7b0fa054dc0bd7be22f0ed9a720f4a85d5fb993276172", size = 10051279, upload-time = "2026-09-17T23:20:52.409Z" }, + { url = "https://files.pythonhosted.org/packages/67/fa/613d867c3d9554a61bafdec6f79565c8a3e73235feb52cc4a72ad2e0fa6a/pandas-3.0.6-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e3dccb584123b399c07562ac4d62543e90ede49ddf8ce3c13ffc64cbe828c281", size = 10303429, upload-time = "2026-09-17T23:20:55.597Z" }, + { url = "https://files.pythonhosted.org/packages/cb/67/0c0f18e38d7f2d2af8c24b3315bc4046e73bbdd4a5540405506671ad0c0d/pandas-3.0.6-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0704044b676496b8350e023b09f174a26772456c974a2b11c36bebb558c9490d", size = 10788193, upload-time = "2026-09-17T23:20:58.617Z" }, + { url = "https://files.pythonhosted.org/packages/39/53/1b57f3162501fe36687e4870e1b918a6458ca7386b173af75663ace95857/pandas-3.0.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e7c1905ef02c3d6d43d9dbd5b6ccb4da4870a0b0c821bbc103fbdb6f3ad2707b", size = 11323501, upload-time = "2026-09-17T23:21:01.911Z" }, + { url = "https://files.pythonhosted.org/packages/f2/d2/b1182e8d39100369d7f13f4a125a3fb6b096fef112c46d0566c25781ff68/pandas-3.0.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:569e114072b24fc4970c12e2b4bab252671668a40b324318903380cab0254c0c", size = 11838173, upload-time = "2026-09-17T23:21:04.85Z" }, + { url = "https://files.pythonhosted.org/packages/c7/33/5b717af24d2f27995e51e0875a269dddd373045216e34cf62e3aa764eaa1/pandas-3.0.6-cp312-cp312-pyemscripten_2024_0_wasm32.whl", hash = "sha256:2a8fc94be2ee5f1d86f97aacd8cc566f81680b6498e76f3007421bb5d98151bf", size = 7118499, upload-time = "2026-09-17T23:21:07.661Z" }, + { url = "https://files.pythonhosted.org/packages/bd/2a/14b3b17cd75cef4a1ee1af4234eb41cc1afe4103b98c2d80e8916abfd42b/pandas-3.0.6-cp312-cp312-win_amd64.whl", hash = "sha256:3ef908d28590b3f42d7070e7ad8f9b34b442b260b7f3c1afb57e0040c58cdb1b", size = 9661439, upload-time = "2026-09-17T23:21:10.959Z" }, + { url = "https://files.pythonhosted.org/packages/3b/11/3d580a604a1e35d69f6676847bd12db7d14344bc677b717f4413e79c5d0d/pandas-3.0.6-cp312-cp312-win_arm64.whl", hash = "sha256:f4e7c52eb108d752e7592268108fd3e98efd76d83a3125cdd06c621c2e44359b", size = 8959806, upload-time = "2026-09-17T23:21:13.851Z" }, + { url = "https://files.pythonhosted.org/packages/8e/1c/143605a1f6443ad50ebda78a31e5a3a10147fec2590e931584aaa5ff0a09/pandas-3.0.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9ae8073aed8e21d1a7fe263dcdc6840743549722a6738198a0a46000fa9476f2", size = 10418900, upload-time = "2026-09-17T23:21:16.594Z" }, + { url = "https://files.pythonhosted.org/packages/ea/ca/87f8548f73d452aab35e4a90f8b39ae303295e0f2ef0b4055c44d6b3f1be/pandas-3.0.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:60d81f9e1799b36f3739e7fff44d1fbb2e8fd5a271b3863e03de9715fccda0fa", size = 10064785, upload-time = "2026-09-17T23:21:19.677Z" }, + { url = "https://files.pythonhosted.org/packages/43/1a/d951442e5607c6e3b2462eff8f420797d428aa74b87c6ecfe4f48553626e/pandas-3.0.6-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:097090508a1dd335013d39106fc10b20f4fd4a171638e47b77d55798ed9dab6c", size = 10245290, upload-time = "2026-09-17T23:21:22.797Z" }, + { url = "https://files.pythonhosted.org/packages/50/fa/96d50e1e6cd0b08b5e2b7c838f65ae644940f75a124063380b5ef73b6866/pandas-3.0.6-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1e92d9fa834c7d877130027cddc0cad8dcff97c1f6cca26bd6310f847228b658", size = 10757657, upload-time = "2026-09-17T23:21:25.673Z" }, + { url = "https://files.pythonhosted.org/packages/7b/12/f82d13a2cb703e1a8acee7e01fdc2b898d9cd0c00f07d1dfce63af43e350/pandas-3.0.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b27c8d890e4aa2171437ae2a39de1d215e674158e4865c4023a8b31c932513b2", size = 11249114, upload-time = "2026-09-17T23:21:28.898Z" }, + { url = "https://files.pythonhosted.org/packages/1a/ce/8aef2e561a2f2c8b38c913c67373c65ba6748174e763d27c80271b24bd17/pandas-3.0.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8029ec0f1f89e4f985929ce1f6626dabf3140d61a4e9c1215afdab34eaf9a5d", size = 11820511, upload-time = "2026-09-17T23:21:32.11Z" }, + { url = "https://files.pythonhosted.org/packages/c0/bd/63cb67e6903ef6d9c2871916dbcbc09d254da0fe8b870cf62e16b21945f2/pandas-3.0.6-cp313-cp313-win_amd64.whl", hash = "sha256:f3ce8a6968045481e91a3990e797e348ce13db45ee164a7095bbc824e26c09dd", size = 9638092, upload-time = "2026-09-17T23:21:34.883Z" }, + { url = "https://files.pythonhosted.org/packages/75/2e/e7b35b712edb068d382ddc8b2bea8a04974100515ba2daa22b478b265842/pandas-3.0.6-cp313-cp313-win_arm64.whl", hash = "sha256:cc39303913e2ea129915670de5d1c9fbd647f543bb72e5543bac8baa94e9e42f", size = 8952032, upload-time = "2026-09-17T23:21:37.729Z" }, + { url = "https://files.pythonhosted.org/packages/75/55/1a8875395b05ccd572cbca0b9255dcd2db6e6508e632a558c1a6884b39ad/pandas-3.0.6-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ee913a91669056c1de1a6b733fbfeab711de9e54e3bee2dfa5fe79d9457247d1", size = 10492213, upload-time = "2026-09-17T23:21:40.746Z" }, + { url = "https://files.pythonhosted.org/packages/35/61/47ae13476995cc8a40cd609e93e7cf11f273d8692925c2903cb6d38aa0d1/pandas-3.0.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ff51a4459ed036e93d1eb1bb5e6e7b28685d3cb6b7c12b91c05b31024e234729", size = 10156618, upload-time = "2026-09-17T23:21:44.142Z" }, + { url = "https://files.pythonhosted.org/packages/bc/f2/cc5f2adb8d6e86a85d9fb5128f8cf205a61189336f70d1f7faf0d1b53ec9/pandas-3.0.6-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:654aae059295dbba6ecd2328ca12712a2cf1676214c8699f1c29213f7ccf9c34", size = 10375479, upload-time = "2026-09-17T23:21:47.159Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ba/ffdcb19be4ff6bfe7d969e7cef2c567c633df5a3a1cc1053394ad053bca8/pandas-3.0.6-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:62f51d7f651c8054c5e82a69265c98082e795d1442df7ca6edc3a545d61214b1", size = 10783244, upload-time = "2026-09-17T23:21:50.367Z" }, + { url = "https://files.pythonhosted.org/packages/77/5b/e150075b2c6eb69fae896f2d9239bc6ed07db97735971d53d66de6553460/pandas-3.0.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:22172a92e7ee678ec0140c7af4fc9366b55413834a1cd86af78b3caa0b0574de", size = 11382223, upload-time = "2026-09-17T23:21:53.355Z" }, + { url = "https://files.pythonhosted.org/packages/d6/8a/b441c587dc7355bf6e1f68a91b4f76a6c29740f0c23be3acc5d4ebbeea6d/pandas-3.0.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:583be68728a31d0d750d5b8d9e00f02b153df0d4655f858bde93cb84cfc4227c", size = 11854881, upload-time = "2026-09-17T23:21:56.342Z" }, + { url = "https://files.pythonhosted.org/packages/b7/e9/f43410fada510b43fec09993c08f552086c3d247d3ee801a678f3cb10ea5/pandas-3.0.6-cp314-cp314-win_amd64.whl", hash = "sha256:77ccbe5057aece6fc172b9b77f19c04335af6882bc2e10c8f3ee4e6bfb3da553", size = 9791672, upload-time = "2026-09-17T23:21:59.332Z" }, + { url = "https://files.pythonhosted.org/packages/8b/9e/db14c059c21f9baa1907d436f8bf30e0c76c6288225c5e8b79a08ba8b2c5/pandas-3.0.6-cp314-cp314-win_arm64.whl", hash = "sha256:fb625f426b375bcc96e3a04c5d5d266cd7be6ae5d6866e0e703382ab5164068c", size = 9121246, upload-time = "2026-09-17T23:22:02.123Z" }, + { url = "https://files.pythonhosted.org/packages/67/ba/bad0f8dac020ab38a8637fddab01a57a82da7a496a6e6f19590aad53ab62/pandas-3.0.6-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:9e492cd4bdba6778de4fe0df7f4590c012161ebcf9902dce01b01dc683105514", size = 10920612, upload-time = "2026-09-17T23:22:05.404Z" }, + { url = "https://files.pythonhosted.org/packages/c4/a9/b500982e9aac6d52a58da4ad3f11e14168a315b06906b3f397c427878065/pandas-3.0.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:d7dcd21238cbb4828ff148481ba01cac8946dc5121457b5aeba28636f8f99a60", size = 10570213, upload-time = "2026-09-17T23:22:08.44Z" }, + { url = "https://files.pythonhosted.org/packages/4b/fa/e6ecd0073c98be8f840ac3125b955272835d7d9fd69f5944383b164deb5e/pandas-3.0.6-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6ff482fa91fa2bafd92e8fe66ce3645c851824310f295c1f0a2f96e928fc4541", size = 10252356, upload-time = "2026-09-17T23:22:11.302Z" }, + { url = "https://files.pythonhosted.org/packages/04/f5/001e230a7a7803590d9275a1a3f7e1bb605e3a495cfe5e8d3a532090621b/pandas-3.0.6-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:db7ec631f26223beee8e5c9e0b8f23c24d8197bbd1d982421d4e3188bea51965", size = 10655952, upload-time = "2026-09-17T23:22:14.283Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ab/bab587148a3852c96aae26c4b5f9e04ce2221801ad94e166b4fbf969ede0/pandas-3.0.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bd75ed0c840f709fc2ae26ddd9534ac77ca1a48ac0cce521a74acaa85f3340a7", size = 11274177, upload-time = "2026-09-17T23:22:17.352Z" }, + { url = "https://files.pythonhosted.org/packages/f3/32/74b48d87df2b80892d713c149abfe36d5db4de41b4eccb042a2bc07dafc1/pandas-3.0.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ef738d71d1059245b6bb03e312be06d8b3821326a83486c1ad03b9aba3710e44", size = 11719041, upload-time = "2026-09-17T23:22:20.227Z" }, + { url = "https://files.pythonhosted.org/packages/f6/c6/d64b72d64d7eb0fad9fe424d34138e45dee70ddbea1360dcd0adf30e28f6/pandas-3.0.6-cp314-cp314t-win_amd64.whl", hash = "sha256:429d9df32731ab01383ed98f2baa7a60368090d1a94fc06019a12062510e8630", size = 10191388, upload-time = "2026-09-17T23:22:23.524Z" }, + { url = "https://files.pythonhosted.org/packages/7a/30/5e5b2ccabeca73ae2b03fc82bca3eabb7466cf43737f05ac08d591665d47/pandas-3.0.6-cp314-cp314t-win_arm64.whl", hash = "sha256:a4dbd4dc65cbe645b92b8785d0f96dd7311010dc6606cf620e51b07b8788a12a", size = 9387796, upload-time = "2026-09-17T23:22:26.64Z" }, + { url = "https://files.pythonhosted.org/packages/b6/77/47c5fb0be8bdd00116814c2c40d9ec42dbeb943865ef95130fe58a898226/pandas-3.0.6-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:50c44cbf5820b6b91a5f74aae04972472aefadd3cd9fbd1010409d85528bd570", size = 10483960, upload-time = "2026-09-17T23:22:30.071Z" }, + { url = "https://files.pythonhosted.org/packages/09/08/a310cb2fefe6d2b4623ab2150da818d93d4e73e33b58e4d163bb74243c5a/pandas-3.0.6-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:eb6900de08ac85f93ac4948aa6b80842eba555875337b8359035ac9c43e92d34", size = 10149432, upload-time = "2026-09-17T23:22:32.818Z" }, + { url = "https://files.pythonhosted.org/packages/54/36/6af478ec3a26d7754555cd62c3101c589c0931b1d85398e4fa5403910a1c/pandas-3.0.6-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e25e2e1adee99ddfada6f7206a79ae8e9c8a8861b0e3eaaba165006d3eef18e", size = 10360981, upload-time = "2026-09-17T23:22:35.621Z" }, + { url = "https://files.pythonhosted.org/packages/43/20/5ece0e9cb79a6473216620db6a90546f578001c2bd857b77c444b27acad1/pandas-3.0.6-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4ff44b2cb51cbd691c91f92c4ea6c71e34003f239ebd67c2e857dc898466b49c", size = 10776585, upload-time = "2026-09-17T23:22:38.427Z" }, + { url = "https://files.pythonhosted.org/packages/2f/b6/cd3038f31ade5e8d2b4e1c9549d4b31e4d598469562f47142b2ad9171c0a/pandas-3.0.6-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:5edd0a7abb0986ecce1ac81f56d99b6763f86aa6946dceb6c661224f90af5a19", size = 11385249, upload-time = "2026-09-17T23:22:41.18Z" }, + { url = "https://files.pythonhosted.org/packages/0a/87/05bb3003737f80375d7311774916a24d161e2e591abe8c672aed7813defc/pandas-3.0.6-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:1bcb3e9ed29e74a7439cedff9e2aefd3ea65de84d7de9ccb6c194192541bd60e", size = 11848595, upload-time = "2026-09-17T23:22:44.207Z" }, + { url = "https://files.pythonhosted.org/packages/c0/30/1c0d46acf236d19ef975e9cdd5d1e0dd54924b03f0ed8287096ad4a18152/pandas-3.0.6-cp315-cp315-win_amd64.whl", hash = "sha256:253e12cb9081b0afbac607920f6142975966bc315135e09de275fdbaa415d2de", size = 9783810, upload-time = "2026-09-17T23:22:47.097Z" }, + { url = "https://files.pythonhosted.org/packages/87/03/df3304a9c2833c4810e7f1c887b04105b24731f9deef8b5d5d04522a375b/pandas-3.0.6-cp315-cp315-win_arm64.whl", hash = "sha256:97274c9adf6255bb48c620cd6959805efa7f09ea2167f0e0ae006a448cd2fca7", size = 9116820, upload-time = "2026-09-17T23:22:50.149Z" }, + { url = "https://files.pythonhosted.org/packages/47/25/d5f6cce5efa17c38e4f752a875b4a26d66cfadd529cb8c81672f0376d6a6/pandas-3.0.6-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:265f562fdd1079f69f3de96dd425c3405224038c0af4f920c54bd240ee2c4640", size = 10894614, upload-time = "2026-09-17T23:22:53.223Z" }, + { url = "https://files.pythonhosted.org/packages/ea/8b/e1876bfdc1df06bafc022d33202b5663bd86c81df2a6140aacafd0344669/pandas-3.0.6-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:c6e4aae3e9bea26c6c9a20d88d96c86ec4a99b4db5fd516bcb4e829ab2c0ee36", size = 10546973, upload-time = "2026-09-17T23:22:56.155Z" }, + { url = "https://files.pythonhosted.org/packages/e9/27/e0a27a5a5c27f7db66657b44def9e93121fd0ad4f0808355b9898fcbf204/pandas-3.0.6-cp315-cp315t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a77a1a44e4d88f1c6a2a64d3eb12efec8420875722e14279800b173a7c7c2804", size = 10239717, upload-time = "2026-09-17T23:22:59.603Z" }, + { url = "https://files.pythonhosted.org/packages/d5/4f/4eadb7d86a921c1e8bc70916cfe601ed667c4169118d17d69958611c21f8/pandas-3.0.6-cp315-cp315t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:86fa853a12e0b70927e2b1ee00d56d2224ec9cbb4b9d58348b5ad52d2f21150e", size = 10641275, upload-time = "2026-09-17T23:23:02.81Z" }, + { url = "https://files.pythonhosted.org/packages/c7/d1/eba72e9d905e84e79aefeefdcc6bc1abe15d9077973566643f4211636966/pandas-3.0.6-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:c826e9babb7790142c399f58599d8de679bea059d7b39c5b6efa2096fac37266", size = 11262919, upload-time = "2026-09-17T23:23:06.038Z" }, + { url = "https://files.pythonhosted.org/packages/9d/8a/1c5bd2642b450e374b6191189f47c49538fe41f82348a66de6f647e6ab59/pandas-3.0.6-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:8fe77b408d82e2615674dfed62533b95e18a03610573877422aada4f625d4947", size = 11709148, upload-time = "2026-09-17T23:23:09.082Z" }, + { url = "https://files.pythonhosted.org/packages/73/3d/1b142bd0d0f1326a5d98c91c955b923cd1e06b5eecb428cd9d8817fa01c0/pandas-3.0.6-cp315-cp315t-win_amd64.whl", hash = "sha256:83e91d15738d7783c050197cef2f2cf82fc6353dae9865aa87ed1fa16aa4d55a", size = 10161518, upload-time = "2026-09-17T23:23:12.365Z" }, + { url = "https://files.pythonhosted.org/packages/0b/a3/6419c14da2adc1f09a6a183b8f91d7494d325b287f4ca984ac04f663638a/pandas-3.0.6-cp315-cp315t-win_arm64.whl", hash = "sha256:963ca21199097a84c7827c4678b04e30833084fbf8ef44fde3fa7180a29f8fa0", size = 9364529, upload-time = "2026-09-17T23:23:15.274Z" }, +] + +[[package]] +name = "pillow" +version = "12.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1c/3d/bb7fca845737cf9d7dbde16ed1843984665ff2e0a518f5db43e77ec540b9/pillow-12.3.0.tar.gz", hash = "sha256:3b8182a766685eaa002637e28b4ec8d6b18819a0c71f579bf0dbaa5830297cce", size = 47025035, upload-time = "2026-07-01T11:56:38.965Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/37/bf/fb3ebff8ddcb76aac5a01389251bbbb9519922a9b520d8247c1ca864a25d/pillow-12.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ba09209fbe443b4acccebe845d8a138b89a8f4fbaeedd44953490b5315d5e965", size = 5345969, upload-time = "2026-07-01T11:54:06.397Z" }, + { url = "https://files.pythonhosted.org/packages/d8/66/9a386a92561f402389a4fc70c18838bf6d35eb5eb5c6850b4b2dc64f5048/pillow-12.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ffd0c5368496f41b0944be820fcb7a838aa6e623d250b01acf2643939c3f99d7", size = 4780323, upload-time = "2026-07-01T11:54:09.351Z" }, + { url = "https://files.pythonhosted.org/packages/25/27/ac8f99618ffd3dde21db0f4d4b1d2ab00c0880595bfd17df103f7f39fd0c/pillow-12.3.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d9c7f76c0673154f044e9d78c8655fb4213f6ca31a836df48b40fe5d187717b9", size = 6266838, upload-time = "2026-07-01T11:54:11.71Z" }, + { url = "https://files.pythonhosted.org/packages/84/21/a35af28dcc61f37ed850a2d64c65c701321dfbf25085e469d5559360cbbf/pillow-12.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:78cb2c6865a35ab8ff8b75fd122f6033b92a62c82801110e48ddd6c936a45d91", size = 6940830, upload-time = "2026-07-01T11:54:13.732Z" }, + { url = "https://files.pythonhosted.org/packages/eb/51/8b08617af3ad95e33ce6d7dd2c99ed6c8298f7fb131636303956be022e25/pillow-12.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e491916b378fba47242221bb9ead245211b70d504f495d105d17b14a24b4907c", size = 6344383, upload-time = "2026-07-01T11:54:15.756Z" }, + { url = "https://files.pythonhosted.org/packages/1d/72/cf78ac9780bb93c28328f408973845a309d4d145041665f734572ced1b52/pillow-12.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0dd2064cbc55aaec028ef5fbb60fa47bb6c3e7918e07ff17935284b227a9d2df", size = 7052934, upload-time = "2026-07-01T11:54:17.721Z" }, + { url = "https://files.pythonhosted.org/packages/20/20/25e0f4dc178a6bc0696793720055519a0de89e7661dae886992decbd2f81/pillow-12.3.0-cp312-cp312-win32.whl", hash = "sha256:dbce0b29841537a2fa4a214c2bbf14de3587c9680caa9b4e217568472490b28f", size = 6472684, upload-time = "2026-07-01T11:54:19.839Z" }, + { url = "https://files.pythonhosted.org/packages/45/89/da2f7971a317f83d807fdd4065c0af40208e59e692cc43d315a71a0e96d1/pillow-12.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:a2b55dd6b2a4c4b7d87ffa56bdb33fdc5fdb9a462173861a7bc097f17d91cb09", size = 7227137, upload-time = "2026-07-01T11:54:22.025Z" }, + { url = "https://files.pythonhosted.org/packages/de/47/4845a0a6c0dbf1db8456bd9fc791f13c5ced7ced20606d08a0aacfd25b49/pillow-12.3.0-cp312-cp312-win_arm64.whl", hash = "sha256:331b624368d4f1d069149002f25f44bc61c8919ce8ddb3c45bdad8f6e2d89510", size = 2568267, upload-time = "2026-07-01T11:54:24.051Z" }, + { url = "https://files.pythonhosted.org/packages/9d/ac/31fb64e1e7efb5a4b50cd3d92049ba89ac6e4d8d3bb6a74e15048ca3353e/pillow-12.3.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:21900ce7ba264168cd50defae43cd75d25c833ad4ad6e73ffc5596d12e25ac89", size = 4161684, upload-time = "2026-07-01T11:54:25.934Z" }, + { url = "https://files.pythonhosted.org/packages/87/b4/9805e23d2b4d77842b468513841fda254ee42f0289d25088340e4ff46e2d/pillow-12.3.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:4e8c2a84d977f50b9daed6eeaf3baef67d00d5d74d932288f02cb94518ee3ace", size = 4255487, upload-time = "2026-07-01T11:54:27.935Z" }, + { url = "https://files.pythonhosted.org/packages/df/39/ecf519435a200c693fe053a6ee4d835b41cf963a4dfc2551c4e637cb2a71/pillow-12.3.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:ae26d61dfa7a47befdc7572b521024e8745f3d809bd95ca9505a7bba9ef849ec", size = 3696433, upload-time = "2026-07-01T11:54:29.813Z" }, + { url = "https://files.pythonhosted.org/packages/42/92/2fc3ffad878ae8dd5469ec1bc8eb83b71f48e13efdf68f02709003982a32/pillow-12.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7a743ff716f746fc19a9557f60dab1600d4613255f8a7aeb3cdde4db7eb15a66", size = 5345889, upload-time = "2026-07-01T11:54:31.97Z" }, + { url = "https://files.pythonhosted.org/packages/10/76/8803c13605b763d33d156c4678fc77f8443389c0c51c8aef707bb02015f4/pillow-12.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d69141514cc30b774ceea5e3ed3a6635c8d8a96edf664689b890f4089111fb35", size = 4780109, upload-time = "2026-07-01T11:54:34.026Z" }, + { url = "https://files.pythonhosted.org/packages/1f/01/e18aff37cb0b4aac47ac90f016d347a49aca667ef97f190b06ac2aabc928/pillow-12.3.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f7401aebd7f581d7f83a439d87d474999317ee099218e5ad25d125290990ba65", size = 6263736, upload-time = "2026-07-01T11:54:36.131Z" }, + { url = "https://files.pythonhosted.org/packages/f7/62/de5bdd77d935331f4f802edc11e4d82950f642caad6cb2f949837b8560e2/pillow-12.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0847a763afefb695bc912d7c131e7e0632d4edc1d8698f58ddabec8e46b8b6d3", size = 6937129, upload-time = "2026-07-01T11:54:38.216Z" }, + { url = "https://files.pythonhosted.org/packages/70/4d/105627a13300c5e0df1d174230b32fd1273062c96f7745fd552b945d1e1d/pillow-12.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:571b9fcb07b97ef3a492028fb3d2dc0993ca23a06138b0315286566d29ef718a", size = 6339562, upload-time = "2026-07-01T11:54:40.354Z" }, + { url = "https://files.pythonhosted.org/packages/6b/1d/f13de01a553988ab895ba1c722e06cf3144d4f57656fd5b81b6d881f1179/pillow-12.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:756c768d0c9c2955feb7a56c37ea24aea2e369f8d36a88da270b6a9f19e62b5e", size = 7049439, upload-time = "2026-07-01T11:54:42.489Z" }, + { url = "https://files.pythonhosted.org/packages/c9/f9/066794cca041b969964f779ee5fa66a9498bbf34248ac39c5d7954e4198f/pillow-12.3.0-cp313-cp313-win32.whl", hash = "sha256:a876864214e136f0eb367788dbd7df045f4806801518e2cfe9e13229cfe06d8f", size = 6473287, upload-time = "2026-07-01T11:54:44.9Z" }, + { url = "https://files.pythonhosted.org/packages/a6/9b/7a58e61d62be561da3a356fe2384d4059a6345fc130e23ef1c36a5b81d24/pillow-12.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:1cca606cd25738df4ed873d5ad46bbdb3d83b5cbca291f6b4ff13a4df6b0bbe8", size = 7239691, upload-time = "2026-07-01T11:54:47.141Z" }, + { url = "https://files.pythonhosted.org/packages/aa/b0/c4ed4f0ef8f8fa5ee8351537db6650bb8189f7e118842978dd6589065692/pillow-12.3.0-cp313-cp313-win_arm64.whl", hash = "sha256:b629de27fda84b42cde7edef0d85f13b958b47f6e9bbcbba9b673c562a89bd8b", size = 2568185, upload-time = "2026-07-01T11:54:49.137Z" }, + { url = "https://files.pythonhosted.org/packages/dc/01/001f65b68192f0228cc1dbbc8d2530ab5d58b61037ba0587f946fea607cd/pillow-12.3.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:9cf95fe4d0f84c82d282745d9bb08ad9f926efa00be4697e767b814ce40d4330", size = 4161736, upload-time = "2026-07-01T11:54:51.156Z" }, + { url = "https://files.pythonhosted.org/packages/1a/d2/0219746d0fd16fc8a84498e79452375be3797d3ce4044596ce565164b84f/pillow-12.3.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:8728f216dcdb6e6d555cf971cb34076139ad74b31fc2c14da4fafc741c5f6217", size = 4255435, upload-time = "2026-07-01T11:54:53.414Z" }, + { url = "https://files.pythonhosted.org/packages/c8/02/8d0bc62ef0302318c46ff2a512822d2610e81c7aa46c9b3abe6cbaca5ad0/pillow-12.3.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:a45650e8ce7fafffd731db8550230db6b0d306d181a90b67d3e6bca2f1990930", size = 3696262, upload-time = "2026-07-01T11:54:55.739Z" }, + { url = "https://files.pythonhosted.org/packages/85/e2/73c77d218410b14f5f2d565e8a998d5317b7b9c75368d29985139f7a46f0/pillow-12.3.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ba54cfebe86920a559a7c4d6b9050791c20513650a1952ebe3368c7dc70306f8", size = 5350344, upload-time = "2026-07-01T11:54:57.657Z" }, + { url = "https://files.pythonhosted.org/packages/c7/da/32c752228ae345f489e3a42499d817b6c3996da7e8a3bc7a04fc806b243b/pillow-12.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:e158cb00350dc278f3b91551101aa7d12415a66ebf2c91d8d5ac14e56ddd3ad0", size = 4780131, upload-time = "2026-07-01T11:54:59.713Z" }, + { url = "https://files.pythonhosted.org/packages/b1/9d/8b2c807dbef61a5197c047afe99823787eb66f63daf9fb2432f91d6f0462/pillow-12.3.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9aeb04d6aef139de265b29683e119b638208f88cf73cdd1658aa07221165321", size = 6263757, upload-time = "2026-07-01T11:55:01.778Z" }, + { url = "https://files.pythonhosted.org/packages/5c/44/c85361f65dbe00eea8576ee467c768d25129989efb76e94f205e9ca9bb46/pillow-12.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:251bf95b67017e27b13d82f5b326234ca62d70f9cf4c2b9032de2358a3b12c7b", size = 6936962, upload-time = "2026-07-01T11:55:03.93Z" }, + { url = "https://files.pythonhosted.org/packages/18/7e/e483414b35800b86b6f08dbbc7803fb5cd52c4d6f897f47d53ea2c7e6f65/pillow-12.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fe3cca2e4e8a592be0f269a1ca4835c25199d9f3ce815c8491048f785b0a0198", size = 6339171, upload-time = "2026-07-01T11:55:05.989Z" }, + { url = "https://files.pythonhosted.org/packages/f0/f4/68c491844841ede6bed70189546b3ee9731cf9f2cbad396faff5e1ccba45/pillow-12.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:23aceaa007d6172b02c277f0cd359c79492bbb14f7072b4ede9fbcaf20648130", size = 7048116, upload-time = "2026-07-01T11:55:08.131Z" }, + { url = "https://files.pythonhosted.org/packages/a3/34/77f3f793fed8efc7d243f21b33c5a3f0d1c97ee70346d3db855587e155ff/pillow-12.3.0-cp314-cp314-win32.whl", hash = "sha256:af8d94b0db561cf68b88a267c5c44b49e134f525d0dc2cb7ed413a66bc23559a", size = 6467209, upload-time = "2026-07-01T11:55:10.408Z" }, + { url = "https://files.pythonhosted.org/packages/f1/e0/492879f69d94f91f60fc8cd05ba03650e9520afebb2fb7aa12777d7c7f38/pillow-12.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:fdafc9cce40277e0f7a0feabce0ee50dd2fa1800f3b38015e51296b5e814048d", size = 7237707, upload-time = "2026-07-01T11:55:12.745Z" }, + { url = "https://files.pythonhosted.org/packages/c9/ac/6b11f2875f1c2ac040d84e1bbf9cf22a88038f901ca1037898b280b38365/pillow-12.3.0-cp314-cp314-win_arm64.whl", hash = "sha256:e91206ee562682b51b98ef4b26a6ef48fd84e15fd4c4bc5ec768eb641d206838", size = 2565995, upload-time = "2026-07-01T11:55:14.736Z" }, + { url = "https://files.pythonhosted.org/packages/52/69/c2208e56af9bfc1913afb24020297a691eb1d4ef688474c8a04913f65e04/pillow-12.3.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:164b31cd1a0490ab6efae01aa5df49da7061be0af1b30e035b6e9a1bfe34ee6e", size = 5352503, upload-time = "2026-07-01T11:55:17.076Z" }, + { url = "https://files.pythonhosted.org/packages/07/70/e5686d753e898a45d778ff1718dba8516ead6ab6b95d85fc8c4b70650cf2/pillow-12.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5afb51d599ea772b8365ae807ae557f18bccfe46ab261fd1c2a9ed700fc6eb17", size = 4782956, upload-time = "2026-07-01T11:55:19.448Z" }, + { url = "https://files.pythonhosted.org/packages/d5/37/25c6692f06927ee973ff18c8d9ee98ad0b4d84ee67a09610c2dd1447958e/pillow-12.3.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3edce1d53195db527e0191f84b71d02022de0540bf43a16ed734ed7537b07385", size = 6322855, upload-time = "2026-07-01T11:55:21.613Z" }, + { url = "https://files.pythonhosted.org/packages/cc/91/420637fcb8f1bc11029e403b4538e6694744428d8246118e45719f944556/pillow-12.3.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bf16ba1b4d0b6b7c8e534936632270cf70eb00dbe09005bc345b2677b726855c", size = 6989642, upload-time = "2026-07-01T11:55:24.006Z" }, + { url = "https://files.pythonhosted.org/packages/10/08/b94d7811281ccf0d143a1cf768d1c49e1e54af63e7b708ab2ee3eb87face/pillow-12.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:24870b09b224f7ae3c39ed07d10e819d06f8720bc551847b1d623832b5b0e28d", size = 6391281, upload-time = "2026-07-01T11:55:26.252Z" }, + { url = "https://files.pythonhosted.org/packages/d2/87/24233f785f55474dc02ce3e739c5528a77e3a862e9333d1dd7a25cc31f70/pillow-12.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:30f2aa603c41533cc25c05acd0da21636e84a315768feb631c937177db558931", size = 7096716, upload-time = "2026-07-01T11:55:28.318Z" }, + { url = "https://files.pythonhosted.org/packages/23/26/fcb2f6e37175b04f53570b59937867e2b80ee1685e744023153028fc14f9/pillow-12.3.0-cp314-cp314t-win32.whl", hash = "sha256:4b0a7fe987b14c31ebda6083f74f22b561fd3739bc0ac51e019622e3d72668c7", size = 6474125, upload-time = "2026-07-01T11:55:30.956Z" }, + { url = "https://files.pythonhosted.org/packages/90/de/3634abee5f1c9e13c56787b7d5517b0ba8d6de51700b95578cf338349c9f/pillow-12.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:962864dc93511324d51ddbb5b9f8731bf71675b93ca612a07441896f4688fb8c", size = 7242939, upload-time = "2026-07-01T11:55:34.044Z" }, + { url = "https://files.pythonhosted.org/packages/ce/2a/fd13f8eb24de5714a6eb444a3d67e2842c6c576e159a43793adf23051351/pillow-12.3.0-cp314-cp314t-win_arm64.whl", hash = "sha256:0740a512dc522224c77d9aa5a8d70d8b7d73fb91f2c21125d8d025d3b8990e45", size = 2567506, upload-time = "2026-07-01T11:55:35.988Z" }, + { url = "https://files.pythonhosted.org/packages/5d/dc/8fdce34ec725a33c81c6ba122b904d6b9024e50ea9ac7bede62fab54506c/pillow-12.3.0-cp315-cp315-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0feb2e9d6ad6c9e3c06effe9d00f3f1e618a6643273576b016f591e9315a7139", size = 4162063, upload-time = "2026-07-01T11:55:37.941Z" }, + { url = "https://files.pythonhosted.org/packages/76/66/2044b9a63d3b84ff048228dfcb7cd9bf0df983e8470971bf7d4c57b693de/pillow-12.3.0-cp315-cp315-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:9e881fca225083806662a5c43d627d215f258ff43c890f831966c7d7ba9c7402", size = 4255549, upload-time = "2026-07-01T11:55:40.022Z" }, + { url = "https://files.pythonhosted.org/packages/52/7e/1f67e6f4ece6b582ee4b539decbcc9f848dc245a93ed8cd7338bafef72f1/pillow-12.3.0-cp315-cp315-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:4998562bf62a445225f22e07c896bb04b35b1b1f2eb6d760584c9c51d7a5f78c", size = 3696331, upload-time = "2026-07-01T11:55:41.98Z" }, + { url = "https://files.pythonhosted.org/packages/12/40/d306fc2c8e4d45d7f175c77edca7063be7b86fe7fe6e68f4353bf71d808c/pillow-12.3.0-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:dc624f6bc473dacdf7ef7eb8678d0d08edf15cd94fad6ae5c7d6cc67a4e4902f", size = 5350370, upload-time = "2026-07-01T11:55:44.028Z" }, + { url = "https://files.pythonhosted.org/packages/dd/44/668fb1437e8ce420f62d6106eb66e44a5971602a4d794615bdf79315d82d/pillow-12.3.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:71d6097b330eea8fd15097780c8e89cb1a8ce7838669f48c5bacd6f663dd4701", size = 4780147, upload-time = "2026-07-01T11:55:46.073Z" }, + { url = "https://files.pythonhosted.org/packages/0c/08/93fa2e70e30a2d81547e481b6ee2bb9522117221fb1e0ce4b5df70967677/pillow-12.3.0-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:28ce87c5ab450a9dd970b52e5aca5fe63ed432d18a2eaddd1979a00a1ba24ace", size = 6273659, upload-time = "2026-07-01T11:55:48.264Z" }, + { url = "https://files.pythonhosted.org/packages/f8/6d/043e96ff814fc31a33077e4cba86082167db520c93632afdf2042febbb0c/pillow-12.3.0-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6b02afb9b97f65fbca5f31db6a2a3ba21aa93030225f150fa3f249717e938fb4", size = 6947439, upload-time = "2026-07-01T11:55:50.503Z" }, + { url = "https://files.pythonhosted.org/packages/af/92/ba71d2ee2ac0edf3fa33bd9d5ee9ee080da70b1766f3ca3934f9938ddac9/pillow-12.3.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:1182d52bc2d5e5d7d0949503aa7e36d12f42205dc287e4883f407b1988820d39", size = 6353577, upload-time = "2026-07-01T11:55:52.697Z" }, + { url = "https://files.pythonhosted.org/packages/0f/ce/e63064e2122923ff687c8ad792d0d736a7b3920a56a46982e81a7fdd25d6/pillow-12.3.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:e795b7eb908249c4e43c7c99fac7c2c75dab0c43566e37db472a355f63693d71", size = 7060394, upload-time = "2026-07-01T11:55:55.149Z" }, + { url = "https://files.pythonhosted.org/packages/54/76/a09cc3ccc8d773a7283d34c38bec1708f9e3cc932093cbc4c5e71ac4060b/pillow-12.3.0-cp315-cp315-win32.whl", hash = "sha256:57b3d78c95ba9059768b10e28b813002261d3f3dfc55cc48b0c988f625175827", size = 6467375, upload-time = "2026-07-01T11:55:57.769Z" }, + { url = "https://files.pythonhosted.org/packages/3e/03/1846c49ba3b1d5550392a4bbd06d6fb4578e1cd91a803198b5c90f5f7d53/pillow-12.3.0-cp315-cp315-win_amd64.whl", hash = "sha256:fa4ecea169a355be7a3ade2c783e2ed12f0e40d2c5621cda8b3297faf7fbb9f5", size = 7237048, upload-time = "2026-07-01T11:55:59.975Z" }, + { url = "https://files.pythonhosted.org/packages/fb/bb/89f35dcc79610423f9f195504d7def7f0d1416a711541b42867e25fe3412/pillow-12.3.0-cp315-cp315-win_arm64.whl", hash = "sha256:877c3f311ff35410f690861c4409e7ccbf0cd2f878e50628a28e5a0bb689e658", size = 2566006, upload-time = "2026-07-01T11:56:02.143Z" }, + { url = "https://files.pythonhosted.org/packages/30/88/707027ba09942dfa2c28759b5c222d769290a41c6d20ea60ec250801941f/pillow-12.3.0-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:e9871b1ffbfa9656b60aeee92ed5136a5742696006fa322b29ea3d8da0ecc9cf", size = 5352509, upload-time = "2026-07-01T11:56:04.2Z" }, + { url = "https://files.pythonhosted.org/packages/b0/6d/00352fa25332c2569cd387851f568cc5a4b75a9adbfb37ac4fbce4c02eec/pillow-12.3.0-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:53aa02d20d10c3d814d536aa4e5ac9b84ca0ff5a88377963b085ad6822f93e64", size = 4783167, upload-time = "2026-07-01T11:56:06.631Z" }, + { url = "https://files.pythonhosted.org/packages/13/4f/9e049dfa21af7c22427275720e2490267ba8138120add5c4c574deb69782/pillow-12.3.0-cp315-cp315t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:446c34dcc4324b084a53b705127dc15717b22c5e140ae0a3c38349d4efec071e", size = 6329237, upload-time = "2026-07-01T11:56:08.868Z" }, + { url = "https://files.pythonhosted.org/packages/36/16/cf6eeaae8d0fce8dd390a33437cf68c5d5bd73834a2bc6e2f14efda0ab45/pillow-12.3.0-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cf1845d02ad822a369a49f2bb9345b1614744267682e7a03527dc3bf6eea1777", size = 6997047, upload-time = "2026-07-01T11:56:11.379Z" }, + { url = "https://files.pythonhosted.org/packages/1e/69/dbf769bdd55f48bf5733cac28edc6364ffaa072ec9ba336266e4fe66be55/pillow-12.3.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:186941b6aef820ad110fb01fb06eb925374dc3a21b17e37ec9a53b250c6fe2d1", size = 6400440, upload-time = "2026-07-01T11:56:13.908Z" }, + { url = "https://files.pythonhosted.org/packages/a0/e1/ffc9cfc2eea0d178da8018e18e959301ad9d6bc9f3edb7181e748a474b97/pillow-12.3.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:f13c32a3abd6079a66d9526e18dad9b6d280384d49d7c54040cd57b6424041d9", size = 7105895, upload-time = "2026-07-01T11:56:16.575Z" }, + { url = "https://files.pythonhosted.org/packages/18/f0/a5595c1e8c3ae44b9828cb2f0fa8155e5095ef04d6327b8f61cf44a3df85/pillow-12.3.0-cp315-cp315t-win32.whl", hash = "sha256:1657923d2d45afb66526e5b933e5b3052e6bdea196c90d3abb2424e18c77dae8", size = 6474384, upload-time = "2026-07-01T11:56:18.855Z" }, + { url = "https://files.pythonhosted.org/packages/e4/04/62bcd9f844984c5938d3b05264a61d797a29d3e0812341a8204af70bbdee/pillow-12.3.0-cp315-cp315t-win_amd64.whl", hash = "sha256:8cd2f7bdda092d99c9fc2fb7391354f306d01443d22785d0cbfafa2e2c8bb418", size = 7243537, upload-time = "2026-07-01T11:56:21.214Z" }, + { url = "https://files.pythonhosted.org/packages/3d/68/1f3066acedf37673694a7141381d8f811ae97f30d34413d236abe7d489f1/pillow-12.3.0-cp315-cp315t-win_arm64.whl", hash = "sha256:06ff022112bc9cbf83b60f8e028d94ad87b60621706487e65f673de61610ab59", size = 2567491, upload-time = "2026-07-01T11:56:23.506Z" }, +] + [[package]] name = "platformdirs" version = "4.13.0" @@ -660,6 +1220,56 @@ name = "py-canon" version = "1.3.0" source = { git = "https://github.com/gojiplus/py-canon?rev=v1#b83abe47a6ab2e670bbc2b6736fe9b8140b9de84" } +[[package]] +name = "pyarrow" +version = "26.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ec/34/17c34cb38e5d940e38f0f0d9fdfa0e8a506676409ea9b85aff7e3079f831/pyarrow-26.0.0.tar.gz", hash = "sha256:0cccd36e00ea3afeb52ded61f2721ce71f604853d70c45365c58324eb773d6ae", size = 1239433, upload-time = "2026-10-09T08:26:25.315Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/60/6793778f2617cce469383dac0ba08c4f2401cf342df0c7b9ca53939d9b46/pyarrow-26.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:90ddaf7c625307ad52f31a9b25c34fe5e4897c7529ee3481135822b2b6842ff1", size = 36333953, upload-time = "2026-10-09T08:14:00.387Z" }, + { url = "https://files.pythonhosted.org/packages/db/81/f944cc63ce8a753e5fbff25de6d1d475ebd7fffdf9cf98c65130294fc896/pyarrow-26.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:ee341973f78a0b46e073d065e88e75026a9c584051e97f98a0d05d96c6bac7dd", size = 38688456, upload-time = "2026-10-09T08:14:04.344Z" }, + { url = "https://files.pythonhosted.org/packages/f5/2d/7e5c722fa5d5d9f3b75e62fe11694b34217664d4f05ac88031197166b277/pyarrow-26.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:01c863a18bd9c8412453dd0d92de6d0ee7b2b3d6fb079d9734a4b2a3c8bd4453", size = 50867603, upload-time = "2026-10-09T08:14:09.115Z" }, + { url = "https://files.pythonhosted.org/packages/88/e4/9cd356d906e71bd79b0c3fc5c9a54e01a0020dcf14c152ccfbcb503c7298/pyarrow-26.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:6a628922ba20705fa964ca73e4ef959c2fb2f14b9bbec5589a6a1e68e6257c85", size = 53931932, upload-time = "2026-10-09T08:14:24.051Z" }, + { url = "https://files.pythonhosted.org/packages/bb/e4/5bae3133b7fe04c24907a20f3bc1fba388cbbde659199e7b76445982047a/pyarrow-26.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:954d971b363b16ee41f89389a4053315dc71265f2ce5c2468eb0a910b1166268", size = 54444720, upload-time = "2026-10-09T08:14:31.214Z" }, + { url = "https://files.pythonhosted.org/packages/ba/b4/ee422493bb6dafdbef776cfe2c2a73106a1063a79bf4e78d1e5f51176885/pyarrow-26.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5d5768d03426abe6526d5274adefa00abf00a7f81118c46e98b5a46390f5549e", size = 57388949, upload-time = "2026-10-09T08:14:38.964Z" }, + { url = "https://files.pythonhosted.org/packages/54/3c/1783aab1dac28e175dcf26dfc7123725efc474caecaed91e8a34cb89cad0/pyarrow-26.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:cc903e1069e9dd5e9dcf780324c0112e27e051e422ecfaff574fb33ed65d9160", size = 28567581, upload-time = "2026-10-09T08:14:44.279Z" }, + { url = "https://files.pythonhosted.org/packages/4d/35/ca95493712af97c46a312945c8e9d16b21c5fe2f148be5466168d0290505/pyarrow-26.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:a6ca849f90cf73fe361f08a5762c783ead9671e4548c1f558cc637b54c9103f2", size = 36336700, upload-time = "2026-10-09T08:14:51.399Z" }, + { url = "https://files.pythonhosted.org/packages/69/ef/b1a675f79c9babfd4fcd99af62141d3c2d1a78a524e311b0c6b80110445a/pyarrow-26.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:c2ba350957076b1b3a22f549261dc3e9c67ca20816d8bd5f79d7b9c69be4c4c2", size = 38698502, upload-time = "2026-10-09T08:14:57.114Z" }, + { url = "https://files.pythonhosted.org/packages/3b/7c/cea852a832a327a8de797b3a68e5c25ce0f5aa1d20503807671bd90ec642/pyarrow-26.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:e3b190ba1d3d22a5a8758597f797111b77d433473744352a184a5ee0a42d672e", size = 50865064, upload-time = "2026-10-09T08:20:01.614Z" }, + { url = "https://files.pythonhosted.org/packages/4f/d6/e95834b29360092376fe4da9956ba41bb7b021869efe6ee9d4172d05cb15/pyarrow-26.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:240bd18a7487f8767616a948a69dd4e740a8bc36a1c9da49e4dc9a32c5c2faed", size = 53926722, upload-time = "2026-10-09T08:23:10.829Z" }, + { url = "https://files.pythonhosted.org/packages/e0/7f/98257444e2aea2e1fddceee3af3bd2077236d550428413f80393bd1f888d/pyarrow-26.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2b5fcd69c0e1107b79e55839877db5a6ed04651b73fd6fec581d09e230bed5e4", size = 54443093, upload-time = "2026-10-09T08:23:16.971Z" }, + { url = "https://files.pythonhosted.org/packages/88/ca/dac99cfb25cfa62bf7194600cc99abc14a6bd2af50d7fdb7f15eeaf6e202/pyarrow-26.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f7444ea6975c49a857c68f9bd8fa11acae96dede63d120ffb3bf0a603ea82516", size = 57381937, upload-time = "2026-10-09T08:23:24.95Z" }, + { url = "https://files.pythonhosted.org/packages/c0/ed/138d29fddaf803b90f4527e124bb6aaddc18aaf4a6c50fd0a5f577c94989/pyarrow-26.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:3de30a7432b48b98b9decbd9e25a53bb9251d202c2e6c5a29a50869592ccb117", size = 28478571, upload-time = "2026-10-09T08:23:30.535Z" }, + { url = "https://files.pythonhosted.org/packages/8c/32/01858422a37f083911c2bb4d15cc32c5eeaa9d9b2bf5ddedee995a7146a6/pyarrow-26.0.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:5780d487ff6c6ed7b42298609680d87fe0036e529a9dc2e1105364bce9697f50", size = 36378402, upload-time = "2026-10-09T08:23:36.537Z" }, + { url = "https://files.pythonhosted.org/packages/00/85/f6b5976c2878b752d0804d371684e0495a71de296b6dc6559e6fbaa4311a/pyarrow-26.0.0-cp314-cp314-macosx_12_0_x86_64.whl", hash = "sha256:a0e4e92eeb088f1d7c2c04d6c7de8434c75abb4b4ccf0bbcd045aa7164c68d93", size = 38733074, upload-time = "2026-10-09T08:23:42.873Z" }, + { url = "https://files.pythonhosted.org/packages/81/bc/c90fcbbcf893631e23dab1b0fb3fa29a508a8614326571b03c0894eda00b/pyarrow-26.0.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:eaf9e7cc7ab59f6c760232bbde18f64d559bbc50544841303bfb32be53533297", size = 50929201, upload-time = "2026-10-09T08:23:50.507Z" }, + { url = "https://files.pythonhosted.org/packages/ec/c1/0c1ff38ab7df1b2cf54cf0ad9f19a516c4e416c6c9b4c966cc2c9d587f77/pyarrow-26.0.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:ab6914db225d7f399652ae1f08588dfbc9efe617612715701e3d9d5cfa5ca19f", size = 53951865, upload-time = "2026-10-09T08:23:57.692Z" }, + { url = "https://files.pythonhosted.org/packages/9f/70/6a6b170496925472adad45a32528770fc8632db35fc60d4edd1e9ce1be0b/pyarrow-26.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:41dd3661ef40790a78870052ad7a58ad827b27c67a4511f06962eb9e9b74d19b", size = 54496388, upload-time = "2026-10-09T08:24:05.23Z" }, + { url = "https://files.pythonhosted.org/packages/a8/32/033ef9dba80976820190e292a10a5a23e9406572b76bbeb4d685d90e5c8d/pyarrow-26.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6e949744dcfc2d379808f7013c5f9cafaf0f817656dff7d46c6931528dd1784b", size = 57411588, upload-time = "2026-10-09T08:24:12.043Z" }, + { url = "https://files.pythonhosted.org/packages/1e/ff/a74892c50aaf1f9f744a84493e08a2f99221e77c39d2d4a926de21a99edf/pyarrow-26.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:4a5fa8dc70dd50808990ff36faf44088e357b353d86c7682dd92d4b78d4c97d5", size = 29237858, upload-time = "2026-10-09T08:24:58.106Z" }, + { url = "https://files.pythonhosted.org/packages/03/10/f0ee0976ef08a851a743c57608917ac9a47623f688b9ee0efe5429975ba1/pyarrow-26.0.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:e2a1856e9565fe2679863b372478c681806aebbf7d0a6e72f33e77f804e647d6", size = 36495870, upload-time = "2026-10-09T08:24:16.479Z" }, + { url = "https://files.pythonhosted.org/packages/27/ca/0bc431a509bf10b4472dbb94f4184752ecbbddeb7f467152dac0fdaed469/pyarrow-26.0.0-cp314-cp314t-macosx_12_0_x86_64.whl", hash = "sha256:4bcba83299cb2b8f8e443d36c6ba6269a5034431879015fb0719495df8a14de2", size = 38819754, upload-time = "2026-10-09T08:24:20.875Z" }, + { url = "https://files.pythonhosted.org/packages/61/59/2be41d26af7a07fb71581fb753cae396403ba1a2978355fd553929d44a9a/pyarrow-26.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:3a4d235876f14b4136b4d616ec42eb469ea0d6ead336cae631aa1dd29b21c962", size = 50933671, upload-time = "2026-10-09T08:24:27.199Z" }, + { url = "https://files.pythonhosted.org/packages/4b/cb/b6d5048cf3178be9678f5c9c60040199894b2f69c3439c87ced91fd24da9/pyarrow-26.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:210cc9b83888b87cdc8f793eebb264f22b20d0dedbedefc73b9687a7047b4747", size = 53906419, upload-time = "2026-10-09T08:24:33.536Z" }, + { url = "https://files.pythonhosted.org/packages/09/2b/23e30fbd776c81d18d134d2592eb60daca13e8a57ab087d0fa042f9d9f3d/pyarrow-26.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ca77c43ca55bfc9a4eeb1f0cd5f093f08731b77c24cdba0829035f084959b0bb", size = 54527960, upload-time = "2026-10-09T08:24:41.292Z" }, + { url = "https://files.pythonhosted.org/packages/e2/23/fce251cd6b0546dfc181b00d5c8ef1c95a8c4cae83266bc3dfd5f719c62c/pyarrow-26.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:290a74c48e9491b436fd5edacfadf357943f82aa45c81110bd83a69aab33d1cf", size = 57388010, upload-time = "2026-10-09T08:24:48.186Z" }, + { url = "https://files.pythonhosted.org/packages/44/a5/0126fb0ef8d59bf257bdd68bb41623b72afc6e81790a0b4ac863a0f58861/pyarrow-26.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:515a10dae2a1d236bc9c9209d0317acb6746ea63cd4f98704904af7156d90ed1", size = 29406123, upload-time = "2026-10-09T08:24:53.387Z" }, + { url = "https://files.pythonhosted.org/packages/ed/66/8ada1b5165359d84b4b9b5384742304d1081da670f77d458fd9c9b8a2161/pyarrow-26.0.0-cp315-cp315-macosx_12_0_arm64.whl", hash = "sha256:e890816e5ee89c74a0f8b9379fe8b5ba83f46132b2a0bbb9b1c21359ec30dfda", size = 36373215, upload-time = "2026-10-09T08:25:03.067Z" }, + { url = "https://files.pythonhosted.org/packages/c4/83/74f10c3d803a6834b2acab21847724d4bdbc74d246eb17321432844707f3/pyarrow-26.0.0-cp315-cp315-macosx_12_0_x86_64.whl", hash = "sha256:9db18a9dc0af52135c9eac549d80a7a882696efbe5406cf882b044525d4ecc2e", size = 38730866, upload-time = "2026-10-09T08:25:07.924Z" }, + { url = "https://files.pythonhosted.org/packages/e2/5a/ea2fa2163b1bd8ff73efd39c4060be63fd6ddec03e7887a471acd1e042a4/pyarrow-26.0.0-cp315-cp315-manylinux_2_28_aarch64.whl", hash = "sha256:734312d3d99088d9ec28c5b17bad40389bd8373a1afc10acb60b83fd217af087", size = 50924443, upload-time = "2026-10-09T08:25:13.864Z" }, + { url = "https://files.pythonhosted.org/packages/78/80/8c47b6cf8cfd42826df65193eff026c1cc81fa6cb213a3c3f5d203e6f67a/pyarrow-26.0.0-cp315-cp315-manylinux_2_28_x86_64.whl", hash = "sha256:24f892fdf1ae1942d69d3f7742e2f49960ec95277cfb1a70b8a1d91f4a96d935", size = 53948540, upload-time = "2026-10-09T08:25:19.305Z" }, + { url = "https://files.pythonhosted.org/packages/69/1f/3a506a76d944ec5c5e4b7f01d8d0446b392a6fb384de627a12e503f616b4/pyarrow-26.0.0-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:879331ddea2a26479fa18fade71e6facf684a6cf19f67daec3775c871569e8e5", size = 54494863, upload-time = "2026-10-09T08:25:24.517Z" }, + { url = "https://files.pythonhosted.org/packages/3d/50/08c4bb04d651788d2eaca78065743f4f6ded974d4ef96ae3c473993e9d0c/pyarrow-26.0.0-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:5b827650e874f1f9f9392524ea3e9e3e8a245de5ba64acca1f81ab188090afb9", size = 57409877, upload-time = "2026-10-09T08:25:31.157Z" }, + { url = "https://files.pythonhosted.org/packages/d4/f3/c64781fbd7b6d3c07993b698c14944d0d195f07e800fa931c486ae6ab36a/pyarrow-26.0.0-cp315-cp315-win_amd64.whl", hash = "sha256:8e8e28c464552b5ca03e30d4504168c4425ce383884f8611b00e972f9fd933fc", size = 29236658, upload-time = "2026-10-09T08:26:22.607Z" }, + { url = "https://files.pythonhosted.org/packages/06/55/2ee3729daea999f19f061f03898d4895a242c4cd94f26e1324e5fdfbfe10/pyarrow-26.0.0-cp315-cp315t-macosx_12_0_arm64.whl", hash = "sha256:ce28748cbeb0f29c3ce9603782979c7117580fc76f16aa3ca448b38a22281adb", size = 36489011, upload-time = "2026-10-09T08:25:37.64Z" }, + { url = "https://files.pythonhosted.org/packages/6a/7d/3eb17f601f2bf13eda5f2ed28956379ca628b4dda97619cbb1cb1721622d/pyarrow-26.0.0-cp315-cp315t-macosx_12_0_x86_64.whl", hash = "sha256:106bb9290fc6fd9a84138a9440038ef184bac86463543c5ff099229cb30d996c", size = 38808480, upload-time = "2026-10-09T08:25:43.579Z" }, + { url = "https://files.pythonhosted.org/packages/0e/e3/f0047360b0f4bfc031b256dc0aec3837a61f245b2fb70f8363438e2db665/pyarrow-26.0.0-cp315-cp315t-manylinux_2_28_aarch64.whl", hash = "sha256:2e4a413046eba9896e632925066c74095182200ba32e19ff0166bf64d2f936ac", size = 50923273, upload-time = "2026-10-09T08:25:51.445Z" }, + { url = "https://files.pythonhosted.org/packages/38/d9/56d9fb91210407df31cbeb9b91138601c88c7c8fb5f6bf773b20d65509bf/pyarrow-26.0.0-cp315-cp315t-manylinux_2_28_x86_64.whl", hash = "sha256:d58798c4d8d629700058e9afc1e16b9801023f3ce4dc1c92d945e79b5ffe4e98", size = 53900905, upload-time = "2026-10-09T08:25:59.554Z" }, + { url = "https://files.pythonhosted.org/packages/cf/40/8e8a7e9e027c731520c7eb179dd00a153b76ebf0bc11d213c6c8f8502851/pyarrow-26.0.0-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:645917e976671debabf854abab6e2b75c571ca4f82adc33a2d338697f7c27d93", size = 54518345, upload-time = "2026-10-09T08:26:07.125Z" }, + { url = "https://files.pythonhosted.org/packages/be/89/1e768a3fdb88d34e708ad2dc00dbf8e4e30290784eb84198d59308963bea/pyarrow-26.0.0-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:7c3fda041e7078802589cf257750323ee3d0cd1e56e53a9b20ec845697fb3d28", size = 57379403, upload-time = "2026-10-09T08:26:13.624Z" }, + { url = "https://files.pythonhosted.org/packages/96/be/7b81a44d6a8e70581dcc1d6f01541f9000a973b1e5d75394aec91e7b179a/pyarrow-26.0.0-cp315-cp315t-win_amd64.whl", hash = "sha256:68cd662e9e2b00876a131950cf32336ace2d0865e1f9418763e3d3be8481dfa4", size = 29389953, upload-time = "2026-10-09T08:26:18.277Z" }, +] + [[package]] name = "pygments" version = "2.21.0" @@ -669,6 +1279,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/71/46/17f022dd3e953bf20a04a028a21ec746d942f8d2af30fa0f124fa0e6a684/pygments-2.21.0-py3-none-any.whl", hash = "sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9", size = 1250147, upload-time = "2026-08-17T08:02:44.912Z" }, ] +[[package]] +name = "pyparsing" +version = "3.3.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e4/11/b213bebff182584360cb8d17c72c1677fec5c5c228de439e63bcf8ab1c8f/pyparsing-3.3.3.tar.gz", hash = "sha256:928ae7e20211f3b6f3915a72f06a0cfd29ab9d24279dd6346b6b1a7146397d36", size = 1050487, upload-time = "2026-09-20T20:59:05.609Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/38/bb/d215ee7c73b61497b28a5503f9f53523f294fcc936762b7caf90e0c1c2b5/pyparsing-3.3.3-py3-none-any.whl", hash = "sha256:ece8c00a69cf01b45d0b1dedabb469c90d8caf996d4fda40f147627a122849a4", size = 126420, upload-time = "2026-09-20T20:59:04.025Z" }, +] + [[package]] name = "pyright" version = "1.1.414" @@ -712,6 +1331,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/9d/7a/d968e294073affff457b041c2be9868a40c1c71f4a35fcc1e45e5493067b/pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678", size = 22876, upload-time = "2026-03-21T20:11:14.438Z" }, ] +[[package]] +name = "python-dateutil" +version = "2.9.0.post0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "six" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, +] + [[package]] name = "python-discovery" version = "1.6.2" @@ -819,6 +1450,86 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/fd/71/eb4f0ccc844aece56963e8578df9c95d4c00f580547d52329d4035d3af18/ruff-0.17.0-py3-none-win_arm64.whl", hash = "sha256:c154c73ff43f9854395e24cac507af13078962e53d2b511605058d22af1fdb88", size = 9872035, upload-time = "2026-10-09T19:47:26.306Z" }, ] +[[package]] +name = "scipy" +version = "1.18.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7e/74/66de6258867beb2ef08f35f9f2ac017a52cacd5081714d239ff1a442d458/scipy-1.18.1.tar.gz", hash = "sha256:52c4b7422442aba924d03ad4019852b08a92e64ea187b933135687bfe2747307", size = 30781235, upload-time = "2026-08-21T23:28:50.599Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/18/f7/240c110c08693826b4513a52f5717d62ec7c7af72f2920821247c03b17b3/scipy-1.18.1-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:457fd7a2a8edeb044ab6ffbc0aa03ff6cd18491356e5e0c834d76ce621b916d1", size = 31111061, upload-time = "2026-08-21T23:23:44.522Z" }, + { url = "https://files.pythonhosted.org/packages/05/4a/78c6285577c375e7cf27277ea8ee6961224327f1e1a0c44af5f17f23635c/scipy-1.18.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:e708533e8b2ae2497d65346538a7dcc92814410b25b81432eac66de0f2af8265", size = 28733332, upload-time = "2026-08-21T23:23:50.015Z" }, + { url = "https://files.pythonhosted.org/packages/a5/f6/a5b82f8abbe14d134691b8b903696f701d25a081353a29dc655c364d9e62/scipy-1.18.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:7bbf207c4453ce1ad2e00b17313852b33310b83090c2311bdaf97f93c0380d12", size = 20475078, upload-time = "2026-08-21T23:23:54.138Z" }, + { url = "https://files.pythonhosted.org/packages/23/22/0858a0bbd6b3e825ceb8cd9baf9eaf3b2f2b1d77727eb6be40500bcdc92f/scipy-1.18.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:78c0665edead396b1abb4897c41a5c1d9bf090c8a637a4c20a61678e0a264e66", size = 23108904, upload-time = "2026-08-21T23:23:57.824Z" }, + { url = "https://files.pythonhosted.org/packages/75/9a/2e71719f31eaefe0e3a1706c4a1ded94e664bfd95ffca2b219a671faee01/scipy-1.18.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3c085faa2cfa879c5141df483f836f4d691045a078224a670fa570fa01612d89", size = 34025113, upload-time = "2026-08-21T23:24:02.209Z" }, + { url = "https://files.pythonhosted.org/packages/df/64/ff35eb9e54894cf471ff4716abd3c81eb0a0626869217ce3e6ba4ccf17d7/scipy-1.18.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f55fa87b6c612ecd6b058f167c53231b1d14e412efe361d3d6e38b3631c73218", size = 35344199, upload-time = "2026-08-21T23:24:07.844Z" }, + { url = "https://files.pythonhosted.org/packages/d3/af/c5538be1792f7034c12c7db6ee67cace58253c7b87b122d68253eaf5de89/scipy-1.18.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c35d74ce0e193ff740c2f2be2ac913ddc232fe6c1ff40b26cfecb9c670c63314", size = 35639587, upload-time = "2026-08-21T23:24:13.05Z" }, + { url = "https://files.pythonhosted.org/packages/91/4c/075e4f66471bac101141ac739e9e135549be1bae584571bd03a530c056e1/scipy-1.18.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d2924a03db38dc2e848bca2fe9f077dafb891480b91a00a0963a8cf86dfc31c1", size = 37480330, upload-time = "2026-08-21T23:24:19.608Z" }, + { url = "https://files.pythonhosted.org/packages/39/e7/979fd14e75008623df31ba70d6bb144700f68feadcea042021c06a05bf82/scipy-1.18.1-cp312-cp312-win_amd64.whl", hash = "sha256:5e4d44984abc0020154ea81b247adeddcc3ac5527b975ff798bd1ba0adc513c2", size = 36658278, upload-time = "2026-08-21T23:24:25.463Z" }, + { url = "https://files.pythonhosted.org/packages/c7/0b/e1525354ff9d7d5feb6d1b31af6d14072e5c91e9607b421fa1ec889660b3/scipy-1.18.1-cp312-cp312-win_arm64.whl", hash = "sha256:d65d448389b8436493abcf629cc94ad0cf32aecaf06e1acca1de53cc795f2f12", size = 24400588, upload-time = "2026-08-21T23:24:30.579Z" }, + { url = "https://files.pythonhosted.org/packages/b6/55/4540ee0f9c42a9ad7109d0d1a8cc70de54c3572b01c6693a2b1c70e90ceb/scipy-1.18.1-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:3ab3523da44749156e1f68b464dc56af11ae4cbc5c739a49d05f32b982eca9f3", size = 31089958, upload-time = "2026-08-21T23:24:35.8Z" }, + { url = "https://files.pythonhosted.org/packages/2a/f5/769f36d14922b8071a43e95d24d18b6bdafad10d7f5cf647867e1ac052bc/scipy-1.18.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:e6fb6a55cc0ba97b59a1f288fb86dc6fce8bdfc0fffcbfd015e3a954bf2a2d93", size = 28715106, upload-time = "2026-08-21T23:24:40.775Z" }, + { url = "https://files.pythonhosted.org/packages/9a/d7/21d890274f75ea37a8209d5519e72da3da90302e3b9fb8397a0918386a62/scipy-1.18.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:ea324d9dd34c38bfb9bec8ca4d1b407db97dbb74029f566b8e322b1b6fe56fe6", size = 20456846, upload-time = "2026-08-21T23:24:45.066Z" }, + { url = "https://files.pythonhosted.org/packages/ec/01/798430ecea2e78ec7c02663d5f71c007bb6abeca931080debd40d7fa55ea/scipy-1.18.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:75b00eb8fb802090aa903f4ea1c7f5a584779f967361e68b7e98e531cc2d7174", size = 23087986, upload-time = "2026-08-21T23:24:49.539Z" }, + { url = "https://files.pythonhosted.org/packages/e6/5f/4634e9d35c68496e4e34cb6946eafab044458e6cedab42b40b6588e475b6/scipy-1.18.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d416b16cccfd70fbf62400e84d0bb2f4e6af519a45557f1692c749b37f14b315", size = 33998146, upload-time = "2026-08-21T23:24:54.714Z" }, + { url = "https://files.pythonhosted.org/packages/41/48/6450ed9243315322bbc19ac57b9b70d66a20bf1d38d124c96bc4bf6af9ea/scipy-1.18.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fdaf5ea890a6183d0565f51a61799d67081bd5b1cf03c5f4b3fd3732108625c9", size = 35312578, upload-time = "2026-08-21T23:25:00.44Z" }, + { url = "https://files.pythonhosted.org/packages/00/bd/bf5a4be6a3525676499f6dff307991739ff6fdcad1481b1aeb6745339f58/scipy-1.18.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c825cef2f49e46753726a7181a8e199804a912b29519ada542c6ebc654951899", size = 35612621, upload-time = "2026-08-21T23:25:06.144Z" }, + { url = "https://files.pythonhosted.org/packages/bd/4e/3c45c33e00a77996c4b1cb707929f833ba7b1d522ee29f882512c330676d/scipy-1.18.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e3b417bf8c2c7c16e8f58ad91db17783ec911ac16e7b50eb6eab6e809b4f5b07", size = 37457323, upload-time = "2026-08-21T23:25:12.483Z" }, + { url = "https://files.pythonhosted.org/packages/93/0e/e0348fbc0dbab65c114cf78957e7dfeb49f8e8b556b4d930cc12ff195e18/scipy-1.18.1-cp313-cp313-win_amd64.whl", hash = "sha256:559ed65f60c1af5a03f3912605a1b5114f522c7c32fb23c3376ae8f03219fe28", size = 36622841, upload-time = "2026-08-21T23:25:18.722Z" }, + { url = "https://files.pythonhosted.org/packages/50/a8/6a77f5f267c555108f0a864b6db714363dab567a8266422a79a385f9232b/scipy-1.18.1-cp313-cp313-win_arm64.whl", hash = "sha256:cd479fc04dd9401e3b4f49e76518768ef99c4f517a98c284eb091fd725719adf", size = 24399315, upload-time = "2026-08-21T23:25:23.458Z" }, + { url = "https://files.pythonhosted.org/packages/06/d5/d8eb4e280ddb56a4ab2c6f02ee49b56b23f6e977cf0802fd6d68dbef14f5/scipy-1.18.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:83de5453a7799afc9048b4616bd085cef126e36412f0ea2f6370c36a2a3a51e7", size = 31090936, upload-time = "2026-08-21T23:25:28.686Z" }, + { url = "https://files.pythonhosted.org/packages/2a/49/59ea385dc3a62ff498ddf3cfff7c2b41b0f9f9d3c4122b3f1dcb6d6327fe/scipy-1.18.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:9554bcc6d715ee87a633a3cc8e7703c6628b100dd29cb8a2efc4c0533c7ff729", size = 28725221, upload-time = "2026-08-21T23:25:33.244Z" }, + { url = "https://files.pythonhosted.org/packages/70/e8/6b0c288c50942d78193696c9f15f9a0874f5178aa0ddf40f83d9924b3e8d/scipy-1.18.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:011413b7426b75012840e35649e00fe0a2c3bae89fed433876e3a99251572efc", size = 20466839, upload-time = "2026-08-21T23:25:37.516Z" }, + { url = "https://files.pythonhosted.org/packages/4b/e0/54fd3793c729e3b936782f181b59cbb1205bf250ab605a16cb1ba61cdd5e/scipy-1.18.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:88f0e784020649f88ea48c9f5ddfa403bf9205820667c0914740b392035afb82", size = 23089121, upload-time = "2026-08-21T23:25:42.019Z" }, + { url = "https://files.pythonhosted.org/packages/0b/56/030af62bea3cf878e0028515dff78c123b01633606a879b63f42d2db99cc/scipy-1.18.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2d3ab0e8c69a17dd3559eab8cbb88f258e285c94d572c2719033f90f83290c89", size = 34053851, upload-time = "2026-08-21T23:25:47.998Z" }, + { url = "https://files.pythonhosted.org/packages/6b/89/2a844506d49651e9aa1af6ef95b6bd8031cb1d5a4375edec6155037e04cf/scipy-1.18.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ac0333bdf38309aa3dcbe7e3fa7ea29e7a2c37c6ea306a757b700ded8e4596ad", size = 35329183, upload-time = "2026-08-21T23:25:53.522Z" }, + { url = "https://files.pythonhosted.org/packages/eb/56/c7370c3640e92ac9613cbf26cb3f729f9b12ddf1727b55b94b53b24d6f48/scipy-1.18.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:911de823097db8b63f034299d12662db93344e6ffa0b881cbb57748974b70168", size = 35672551, upload-time = "2026-08-21T23:25:59.387Z" }, + { url = "https://files.pythonhosted.org/packages/24/16/ec8536f351421f8bf60a1120930638f83790f4710b8230446aca3d6159d4/scipy-1.18.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:95298364e251be3e60249facbeeca03631d3bb7584f85879516ec55ac717b81f", size = 37469416, upload-time = "2026-08-21T23:26:05.432Z" }, + { url = "https://files.pythonhosted.org/packages/52/94/d73da0d28f16c45bb9b0a5691b91610b0275c5ef0eb5e43c87cf2dc1bf31/scipy-1.18.1-cp314-cp314-win_amd64.whl", hash = "sha256:78a0d7c918e74a232394117160e7e3db503377572a45bcef8826e4ab8a35feba", size = 37362755, upload-time = "2026-08-21T23:26:11.366Z" }, + { url = "https://files.pythonhosted.org/packages/89/25/e996e4dc74e10e227b1e14db5eaf6608bb6dd33884a64851c38f18dd4249/scipy-1.18.1-cp314-cp314-win_arm64.whl", hash = "sha256:cbf38d043c1aa4ab306e1ada6ab6eddacc3322a20b7af1b30bc93254b366fe09", size = 25036090, upload-time = "2026-08-21T23:26:15.887Z" }, + { url = "https://files.pythonhosted.org/packages/fa/c9/c00213f92309d753b48903e6a451b87eb52ff5b7a16e789d1568bbf221c4/scipy-1.18.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:0fcb3c93519f27bb4f0c4b0f7802cdcaca7fcf93267b75edda2e9f4e8a55cbd7", size = 31485550, upload-time = "2026-08-21T23:26:20.776Z" }, + { url = "https://files.pythonhosted.org/packages/74/b2/e3067c487982d4eeab2938928529410370c06fea84a4d3f4925e7d96647d/scipy-1.18.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:ddef79fb382df40104a19bb7151b3b23e57c1778fcf857c71ceecd9bd264513f", size = 29174642, upload-time = "2026-08-21T23:26:25.395Z" }, + { url = "https://files.pythonhosted.org/packages/d5/ab/374c9fe2d1ec014e576c781a4b5d8e1ba340e8f6b4638c16f711d2b194f0/scipy-1.18.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:0e82073ecc7acc6436fac4b31674109c7e1d3e596789767eda01258a8c9e8123", size = 20916357, upload-time = "2026-08-21T23:26:30.112Z" }, + { url = "https://files.pythonhosted.org/packages/90/38/223915c88a17317cafbf8ca2a42b11c265a9fb1e804aa665544132b5fe8a/scipy-1.18.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:8bcf3c1ba5d6456e2effd30fcbd3459b044d683fcdac79a2e6830f0bdf7de487", size = 23482611, upload-time = "2026-08-21T23:26:34.846Z" }, + { url = "https://files.pythonhosted.org/packages/c4/d1/db0948da8ca57a80b36520ef0a768b967d99f3af65f4b6f1bf6362ad4dd4/scipy-1.18.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cfbf154f2ba187f2ed6cce2639efff7d105f1140573642c0161615b6d91d6a87", size = 34143202, upload-time = "2026-08-21T23:26:40.4Z" }, + { url = "https://files.pythonhosted.org/packages/87/53/39d046cc7574ed6acacb6bd5723e220107ece80bff12faaf3efc4ddeede4/scipy-1.18.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a1d33a7836f7ddc1993427966a0823468ec41bcbdb1a9f9942d1d7e57f803ba3", size = 35380876, upload-time = "2026-08-21T23:26:46.1Z" }, + { url = "https://files.pythonhosted.org/packages/f9/da/32e0e799d875a85ca57d9bde6c78148afcc0e38276df683d95854eadc8c3/scipy-1.18.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:7f4b8bc363b6d65ee2152bec57568e3c52639bb34c46057b09857a307ed5e21d", size = 35770885, upload-time = "2026-08-21T23:26:51.533Z" }, + { url = "https://files.pythonhosted.org/packages/88/2e/f97a666d362fee68b18f41c9c30ed502ca5c98b549749bfcb52a8b74d1eb/scipy-1.18.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:11c423f1049c5755ad4409af52a9ada1cff96fe9b50795d4af3619f292901239", size = 37525424, upload-time = "2026-08-21T23:26:56.751Z" }, + { url = "https://files.pythonhosted.org/packages/ca/d5/a9e765a84654ebba8479a1fd1b059ced1af72b168a3b2a3a46540ea38d20/scipy-1.18.1-cp314-cp314t-win_amd64.whl", hash = "sha256:c24acac1e18912761c4700239bbc1fd32f615af690f1584d49b35859be51324d", size = 37416961, upload-time = "2026-08-21T23:27:01.546Z" }, + { url = "https://files.pythonhosted.org/packages/ee/16/e79e0d1c63ef698879d85439d37e9fb434e3b804e506a6991038d086ebd9/scipy-1.18.1-cp314-cp314t-win_arm64.whl", hash = "sha256:9f2897bf7737392ad0d5213ea7b6add72a4edf5679b3153106aeb88b6507b3b9", size = 25331848, upload-time = "2026-08-21T23:27:05.884Z" }, + { url = "https://files.pythonhosted.org/packages/be/4f/1bd37c883b67163e2ca1f60977a399500e6879c15defecac62831c8d078d/scipy-1.18.1-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:eb0dfcf4e28a99c12c999744a2ff67c9b06200e20401c7c88186e33552a46331", size = 31091484, upload-time = "2026-08-21T23:27:11.051Z" }, + { url = "https://files.pythonhosted.org/packages/8c/c5/ba929d7feb9b2332f96827c12e0e924b61973b59b4dea383b603372c65ce/scipy-1.18.1-cp315-cp315-macosx_12_0_arm64.whl", hash = "sha256:30f464bee641fa8e282577c7dce027308403213c6ca8270bba73285c91024bc5", size = 28725057, upload-time = "2026-08-21T23:27:15.9Z" }, + { url = "https://files.pythonhosted.org/packages/a4/19/68f1c50f609d955d230e66d25d02bd3e1e167ec540232135354fb9a4b9e3/scipy-1.18.1-cp315-cp315-macosx_14_0_arm64.whl", hash = "sha256:1bca3b943fc2567ea49cd02c99abde49da4d5178ec46f624bd8255cda8755beb", size = 20466734, upload-time = "2026-08-21T23:27:20.044Z" }, + { url = "https://files.pythonhosted.org/packages/ef/6d/319fa29b73d1802fa80b32a6eaf3f5be456ef81526da2716a9493bcb5501/scipy-1.18.1-cp315-cp315-macosx_14_0_x86_64.whl", hash = "sha256:c9d18a33309122074ea483dd92dd444189166b8b2ec429fe9ed5ac73c7a0aa23", size = 23089664, upload-time = "2026-08-21T23:27:24.345Z" }, + { url = "https://files.pythonhosted.org/packages/b7/db/30992f9b51a63de671daf3888ffd18378b6cb9ec9f2c972264238ffa7fd6/scipy-1.18.1-cp315-cp315-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:82f201b4c878551d48558337aab270d3c6cca5507b8737c8d8a608d234cccde0", size = 34054035, upload-time = "2026-08-21T23:27:29.409Z" }, + { url = "https://files.pythonhosted.org/packages/91/d4/bf3e735dc0b9d5a8ff45079d2540e17d3aff7a2f0048dd8f552ffd031d2b/scipy-1.18.1-cp315-cp315-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0ac49ea97594532dd44b7136094d35f5440fa06e6d9c6384a74c01764df388c5", size = 35333883, upload-time = "2026-08-21T23:27:34.293Z" }, + { url = "https://files.pythonhosted.org/packages/19/93/12d78ce9f871fe945fca588d32644e6e63f553c2a35c564d73f3b22a3313/scipy-1.18.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:ceb30a00ce7c92d459819443d29ca486d882b83fb6738bdcbb2a1cce94ac5daa", size = 35673124, upload-time = "2026-08-21T23:27:39.059Z" }, + { url = "https://files.pythonhosted.org/packages/70/cd/886219313a1012a48e6ae0ec4f302c837151beb92e1ff0d709ef8fdfc488/scipy-1.18.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:f29633129f9fa7e88a3f0fca835de2d030bfc9643f7799e1a0c46cee24d38fc7", size = 37470753, upload-time = "2026-08-21T23:27:44.435Z" }, + { url = "https://files.pythonhosted.org/packages/17/6c/a776888ce618bee54fbde26172f0f46ac1da70d27b63861797fe78e1904b/scipy-1.18.1-cp315-cp315-win_amd64.whl", hash = "sha256:92c14f5bdbfb6216315ce33e78080474082de8b3830122ba97809bfbe65f75c0", size = 37361483, upload-time = "2026-08-21T23:27:49.334Z" }, + { url = "https://files.pythonhosted.org/packages/ab/09/97b651691322ebee97999b017ffc18a15a0b815103844c97e8da9d469731/scipy-1.18.1-cp315-cp315-win_arm64.whl", hash = "sha256:e402cf31eb68f453dbb2d36fc6d722b33f24a55d68b2ae1d92fa6305ca71c298", size = 25035883, upload-time = "2026-08-21T23:27:53.596Z" }, + { url = "https://files.pythonhosted.org/packages/ed/0f/9ec20467bbabd0d44e2a77d0fd3d124f884b4d67df92af82c91d2d6a486f/scipy-1.18.1-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:2a0b02f9fc46f8520330c23d45e6560db7e3a0d927232139427637f98943e11d", size = 31474926, upload-time = "2026-08-21T23:27:57.993Z" }, + { url = "https://files.pythonhosted.org/packages/8a/58/dcb79161e56efbedc50079fcd2f5fe427a0ebb53022eb476aa73c015ad8f/scipy-1.18.1-cp315-cp315t-macosx_12_0_arm64.whl", hash = "sha256:1d73131e358976663dd969e1fb4ed1404b815cd977eaaedc3b3a133ba2d81c35", size = 29164940, upload-time = "2026-08-21T23:28:03.062Z" }, + { url = "https://files.pythonhosted.org/packages/71/d3/1eeea80c817fcb8ef7bd4a05a58824977a0e57a375cfc3d7ea7c911c01ad/scipy-1.18.1-cp315-cp315t-macosx_14_0_arm64.whl", hash = "sha256:bff0b729edd992766136b34e39cc76bc2fad905aa58897ee72a9cd000a6d8443", size = 20906742, upload-time = "2026-08-21T23:28:07.642Z" }, + { url = "https://files.pythonhosted.org/packages/54/46/e59350428b6099301a20128108c995e2eb175a43f383af9a346e38824f9b/scipy-1.18.1-cp315-cp315t-macosx_14_0_x86_64.whl", hash = "sha256:10ac20c69d880f77f375db44c22e3e6a644f9fefa291d4cd2fb9790a89fc99fd", size = 23472183, upload-time = "2026-08-21T23:28:12.109Z" }, + { url = "https://files.pythonhosted.org/packages/89/31/cc91623fa98f0621766a0f0aaaadb2c66de74a7ea7e3837164f6e4354260/scipy-1.18.1-cp315-cp315t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:33a834464fdabc0f26a45508df31b3cc5d028e04dbf6c5ed398541418e0a12fe", size = 34130796, upload-time = "2026-08-21T23:28:17.906Z" }, + { url = "https://files.pythonhosted.org/packages/fc/3e/8572ef536957ddb8aa81bb4090d9e25f257e3b4e05d97deb54319deb8a3a/scipy-1.18.1-cp315-cp315t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49023963c193dacee096301452f223ee24d86ec5807f8df93c0f7221d119e305", size = 35374253, upload-time = "2026-08-21T23:28:23.732Z" }, + { url = "https://files.pythonhosted.org/packages/b5/c6/59fdeffb4f1435299f93d9dc8140b43ad2916e6cfc944be6c3041fcec86d/scipy-1.18.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:d84a09d0dad90ba6525d8ac1c2334b33e64bf3ccfe9e841f02feb867a22681e4", size = 35758543, upload-time = "2026-08-21T23:28:29.431Z" }, + { url = "https://files.pythonhosted.org/packages/cf/d9/135be205d9de8783193aff9cc3bf483a03a38e4b29432c954e8cb66ac14e/scipy-1.18.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:179ce34a8d0fe273d8883ba59e17e052247d08973dfcb743ca52bb1cce2d60b0", size = 37521946, upload-time = "2026-08-21T23:28:35.245Z" }, + { url = "https://files.pythonhosted.org/packages/5c/a2/5b7d5270621ab7cfa3f7766067bf95dc360b5efb6394694e8143b4156e2b/scipy-1.18.1-cp315-cp315t-win_amd64.whl", hash = "sha256:5632e3ae3d09197c446310cd5187de63e28448ce22f0f67b2b93d97503c0c230", size = 37408295, upload-time = "2026-08-21T23:28:40.724Z" }, + { url = "https://files.pythonhosted.org/packages/63/ad/741c19fcb66755ff953daf9243af8480e4bf3d7fbe57583c178c7d2b6b51/scipy-1.18.1-cp315-cp315t-win_arm64.whl", hash = "sha256:eda632a7981f69730d6281f451db9c1c370993a2c0d7ddb43e2a809a2862b83a", size = 25319710, upload-time = "2026-08-21T23:28:45.713Z" }, +] + +[[package]] +name = "six" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, +] + [[package]] name = "snowballstemmer" version = "3.1.1" @@ -952,6 +1663,15 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/49/d3/b8441a820a491ddfc024b0b0cf0393375b75ea13866d9c66727e54c2fc80/typing_extensions-4.16.0-py3-none-any.whl", hash = "sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8", size = 45571, upload-time = "2026-07-02T08:40:04.659Z" }, ] +[[package]] +name = "tzdata" +version = "2026.5" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d9/68/f1b440335057bfce71b6e50a9d09445aa2ecbd08359a337976627b8409e7/tzdata-2026.5.tar.gz", hash = "sha256:8cc73c0a0bfca7dbfa59235d60b2eff82231dee33f53d206db1acd9173cfc0a7", size = 200404, upload-time = "2026-10-03T09:23:14.143Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/21/1e5995a1c920cce14e4bffae20c665ec10e7ed03ab25e006cd741092b718/tzdata-2026.5-py2.py3-none-any.whl", hash = "sha256:b683bd1b6659ddcd810ff02ad09ba821d4bf1065072805063eb35c49617905ac", size = 347996, upload-time = "2026-10-03T09:23:12.535Z" }, +] + [[package]] name = "urllib3" version = "2.8.0"