From 9065a23772b771ef4c0976b737cea13fdd5ec204 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 1 Jul 2026 13:42:12 +0000
Subject: [PATCH] Bump the poetry-minor-patch-updates group across 1 directory
 with 13 updates

---
updated-dependencies:
- dependency-name: python-dotenv
  dependency-version: 1.2.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: poetry-minor-patch-updates
- dependency-name: azure-core
  dependency-version: 1.41.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: aiohttp
  dependency-version: 3.14.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: tqdm
  dependency-version: 4.68.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: scikit-learn
  dependency-version: 1.9.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: azure-ai-ml
  dependency-version: 1.34.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: azure-identity
  dependency-version: 1.25.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: poetry-minor-patch-updates
- dependency-name: pytest-asyncio
  dependency-version: 1.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: pre-commit
  dependency-version: 4.6.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: ruff
  dependency-version: 0.15.20
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: poetry-minor-patch-updates
- dependency-name: pytest-cov
  dependency-version: 7.1.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
- dependency-name: ipykernel
  dependency-version: 7.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: poetry-minor-patch-updates
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 poetry.lock | 538 ++++++++++++++++++++++++++--------------------------
 1 file changed, 273 insertions(+), 265 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9c3a553..3a2f801 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -14,132 +14,131 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.4"
+version = "3.14.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -149,10 +148,11 @@ attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -315,18 +315,17 @@ prompts = ["pyyaml"]
 
 [[package]]
 name = "azure-ai-ml"
-version = "1.31.0"
+version = "1.34.0"
 description = "Microsoft Azure Machine Learning Client Library for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "azure_ai_ml-1.31.0-py3-none-any.whl", hash = "sha256:e2eb928660b10245349dfd1b8e92a598bd0df8af492d48edfcaf0b2bd621702d"},
-    {file = "azure_ai_ml-1.31.0.tar.gz", hash = "sha256:ba3f00df768292e197c47a03eb8eeb36d70bc865fca3fcf67738e0f124cc0d1c"},
+    {file = "azure_ai_ml-1.34.0-py3-none-any.whl", hash = "sha256:bcefb2e4a9e9dd88da0f88cb4f24c1d1f829e49a21cb90413f803b3787a0f4b9"},
+    {file = "azure_ai_ml-1.34.0.tar.gz", hash = "sha256:7b11e66a494d328022847e9b9367db34a744ffba23a2198c7b587028b296572c"},
 ]
 
 [package.dependencies]
-azure-common = ">=1.1"
 azure-core = ">=1.23.0"
 azure-mgmt-core = ">=1.3.0"
 azure-monitor-opentelemetry = "*"
@@ -348,28 +347,16 @@ typing-extensions = "<5.0.0"
 designer = ["mldesigner"]
 mount = ["azureml-dataprep-rslex (>=2.22.0) ; python_version < \"3.13\""]
 
-[[package]]
-name = "azure-common"
-version = "1.1.28"
-description = "Microsoft Azure Client Library for Python (Common)"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "azure-common-1.1.28.zip", hash = "sha256:4ac0cd3214e36b6a1b6a442686722a5d8cc449603aa833f3f0f40bda836704a3"},
-    {file = "azure_common-1.1.28-py2.py3-none-any.whl", hash = "sha256:5c12d3dcf4ec20599ca6b0d3e09e86e146353d443e7fcc050c9a19c1f9df20ad"},
-]
-
 [[package]]
 name = "azure-core"
-version = "1.38.2"
+version = "1.41.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "azure_core-1.38.2-py3-none-any.whl", hash = "sha256:074806c75cf239ea284a33a66827695ef7aeddac0b4e19dda266a93e4665ead9"},
-    {file = "azure_core-1.38.2.tar.gz", hash = "sha256:67562857cb979217e48dc60980243b61ea115b77326fa93d83b729e7ff0482e7"},
+    {file = "azure_core-1.41.0-py3-none-any.whl", hash = "sha256:522b4011e8180b1a3dcd2024396a4e7fe9ac37fb8597db47163d230b5efe892d"},
+    {file = "azure_core-1.41.0.tar.gz", hash = "sha256:f46ff5dfcd230f25cf1c19e8a34b8dc08a337b2503e268bb600a16c00db8ad5a"},
 ]
 
 [package.dependencies]
@@ -398,20 +385,20 @@ opentelemetry-api = ">=1.12.0"
 
 [[package]]
 name = "azure-identity"
-version = "1.25.2"
+version = "1.25.3"
 description = "Microsoft Azure Identity Library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "azure_identity-1.25.2-py3-none-any.whl", hash = "sha256:1b40060553d01a72ba0d708b9a46d0f61f56312e215d8896d836653ffdc6753d"},
-    {file = "azure_identity-1.25.2.tar.gz", hash = "sha256:030dbaa720266c796221c6cdbd1999b408c079032c919fef725fcc348a540fe9"},
+    {file = "azure_identity-1.25.3-py3-none-any.whl", hash = "sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c"},
+    {file = "azure_identity-1.25.3.tar.gz", hash = "sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6"},
 ]
 
 [package.dependencies]
 azure-core = ">=1.31.0"
 cryptography = ">=2.5"
-msal = ">=1.31.0"
+msal = ">=1.35.1"
 msal-extensions = ">=1.2.0"
 typing-extensions = ">=4.0.0"
 
@@ -582,7 +569,7 @@ version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
     {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
@@ -687,7 +674,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -1360,7 +1347,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1407,14 +1394,14 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "7.2.0"
+version = "7.3.0"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "ipykernel-7.2.0-py3-none-any.whl", hash = "sha256:3bbd4420d2b3cc105cbdf3756bfc04500b1e52f090a90716851f3916c62e1661"},
-    {file = "ipykernel-7.2.0.tar.gz", hash = "sha256:18ed160b6dee2cbb16e5f3575858bc19d8f1fe6046a9a680c708494ce31d909e"},
+    {file = "ipykernel-7.3.0-py3-none-any.whl", hash = "sha256:897eb64da762549ef610698fca5e9675195ec6ac8ec7f19d81ce1ca20c876057"},
+    {file = "ipykernel-7.3.0.tar.gz", hash = "sha256:9acaaaf97d16355166e4085afe9d225bfbdf2b7ef520f9df3be8f2b248275e09"},
 ]
 
 [package.dependencies]
@@ -1422,10 +1409,10 @@ appnope = {version = ">=0.1.2", markers = "platform_system == \"Darwin\""}
 comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
-jupyter-client = ">=8.8.0"
+jupyter-client = ">=8.9.0"
 jupyter-core = ">=5.1,<6.0.dev0 || >=6.1.dev0"
 matplotlib-inline = ">=0.1"
-nest-asyncio = ">=1.4"
+nest-asyncio2 = ">=1.7.0"
 packaging = ">=22"
 psutil = ">=5.7"
 pyzmq = ">=25"
@@ -1434,7 +1421,7 @@ traitlets = ">=5.4.0"
 
 [package.extras]
 cov = ["coverage[toml]", "matplotlib", "pytest-cov", "trio"]
-docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx (<8.2.0)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
 test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<10)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
@@ -1578,7 +1565,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -1603,14 +1590,14 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.8.0"
+version = "8.9.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "jupyter_client-8.8.0-py3-none-any.whl", hash = "sha256:f93a5b99c5e23a507b773d3a1136bd6e16c67883ccdbd9a829b0bbdb98cd7d7a"},
-    {file = "jupyter_client-8.8.0.tar.gz", hash = "sha256:d556811419a4f2d96c869af34e854e3f059b7cc2d6d01a9cd9c85c267691be3e"},
+    {file = "jupyter_client-8.9.1-py3-none-any.whl", hash = "sha256:0b7a295bc46e8751e9adae84781f726c851c1d911bd793edc4a3bde942e3da81"},
+    {file = "jupyter_client-8.9.1.tar.gz", hash = "sha256:a58f730dd9e728ba16ba1d62ebccf7ffe1ebbdbce4e95cfae941b7321ae1f4fa"},
 ]
 
 [package.dependencies]
@@ -1619,6 +1606,7 @@ python-dateutil = ">=2.8.2"
 pyzmq = ">=25.0"
 tornado = ">=6.4.1"
 traitlets = ">=5.3"
+typing-extensions = ">=4.13.0"
 
 [package.extras]
 docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
@@ -1814,23 +1802,23 @@ xethub = ["mlflow-xethub"]
 
 [[package]]
 name = "msal"
-version = "1.32.0"
+version = "1.37.0"
 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "msal-1.32.0-py3-none-any.whl", hash = "sha256:9dbac5384a10bbbf4dae5c7ea0d707d14e087b92c5aa4954b3feaa2d1aa0bcb7"},
-    {file = "msal-1.32.0.tar.gz", hash = "sha256:5445fe3af1da6be484991a7ab32eaa82461dc2347de105b76af92c610c3335c2"},
+    {file = "msal-1.37.0-py3-none-any.whl", hash = "sha256:dd17e95a7c71bce75e8108113438ba7c4a086b3bcad4f57a8c09b7af3d753c2d"},
+    {file = "msal-1.37.0.tar.gz", hash = "sha256:1b1672a33ee467c1d70b341bb16cafd51bb3c817147a95b93263794b03971bec"},
 ]
 
 [package.dependencies]
-cryptography = ">=2.5,<47"
+cryptography = ">=2.5,<51"
 PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.14,<0.18) ; python_version >= \"3.6\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.18) ; python_version >= \"3.8\" and platform_system == \"Darwin\""]
+broker = ["pymsalruntime (>=0.20,<0.21) ; python_version >= \"3.9\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.20,<0.21) ; python_version >= \"3.9\" and platform_system == \"Linux\"", "pymsalruntime (>=0.20,<0.21) ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "msal-extensions"
@@ -2048,15 +2036,41 @@ files = [
 ]
 
 [[package]]
-name = "nest-asyncio"
-version = "1.6.0"
+name = "narwhals"
+version = "2.23.0"
+description = "Extremely lightweight compatibility layer between dataframe libraries"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "narwhals-2.23.0-py3-none-any.whl", hash = "sha256:769e7b9ab102c93d8fa019f6b4cd1a657909b04a20bf6210e5a35aae06814ae9"},
+    {file = "narwhals-2.23.0.tar.gz", hash = "sha256:13e7ff5b4bb4a2f77b907c2e4d8a76e273dfc1323a3c997440a2f9fd26aed408"},
+]
+
+[package.extras]
+cudf = ["cudf-cu12 (>=24.10.0) ; sys_platform == \"linux\""]
+dask = ["dask[dataframe] (>=2024.8)"]
+duckdb = ["duckdb (>=1.1)"]
+ibis = ["ibis-framework (>=6.0.0)", "packaging (>=21.3)", "pyarrow-hotfix (>=0.7)", "rich (>=12.4.4)"]
+modin = ["modin (>=0.22.0)"]
+pandas = ["pandas (>=1.3.4)"]
+polars = ["polars (>=0.20.4)"]
+pyarrow = ["pyarrow (>=13.0.0)"]
+pyspark = ["pyspark (>=3.5.0)"]
+pyspark-connect = ["pyspark[connect] (>=3.5.0)"]
+sql = ["narwhals[duckdb]", "sqlparse (>=0.5.5)"]
+sqlframe = ["sqlframe (>=3.22.0,!=3.39.3)"]
+
+[[package]]
+name = "nest-asyncio2"
+version = "1.7.2"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
 groups = ["dev"]
 files = [
-    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
-    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
+    {file = "nest_asyncio2-1.7.2-py3-none-any.whl", hash = "sha256:f5dfa702f3f81f6a03857e9a19e2ba578c0946a4ad417b4c50a24d7ba641fe01"},
+    {file = "nest_asyncio2-1.7.2.tar.gz", hash = "sha256:1921d70b92cc4612c374928d081552efb59b83d91b2b789d935c665fa01729a8"},
 ]
 
 [[package]]
@@ -2545,14 +2559,14 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "4.5.1"
+version = "4.6.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pre_commit-4.5.1-py2.py3-none-any.whl", hash = "sha256:3b3afd891e97337708c1674210f8eba659b52a38ea5f822ff142d10786221f77"},
-    {file = "pre_commit-4.5.1.tar.gz", hash = "sha256:eb545fcff725875197837263e977ea257a402056661f09dae08e4b149b030a61"},
+    {file = "pre_commit-4.6.0-py2.py3-none-any.whl", hash = "sha256:e2cf246f7299edcabcf15f9b0571fdce06058527f0a06535068a86d38089f29b"},
+    {file = "pre_commit-4.6.0.tar.gz", hash = "sha256:718d2208cef53fdc38206e40524a6d4d9576d103eb16f0fec11c875e7716e9d9"},
 ]
 
 [package.dependencies]
@@ -2764,7 +2778,7 @@ version = "0.6.3"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "pyasn1-0.6.3-py3-none-any.whl", hash = "sha256:a80184d120f0864a52a073acc6fc642847d0be408e7c7252f31390c0f4eadcde"},
     {file = "pyasn1-0.6.3.tar.gz", hash = "sha256:697a8ecd6d98891189184ca1fa05d1bb00e2f84b5977c481452050549c8a72cf"},
@@ -2971,7 +2985,7 @@ version = "2.12.0"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "pyjwt-2.12.0-py3-none-any.whl", hash = "sha256:9bb459d1bdd0387967d287f5656bf7ec2b9a26645d1961628cda1764e087fd6e"},
     {file = "pyjwt-2.12.0.tar.gz", hash = "sha256:2f62390b667cd8257de560b850bb5a883102a388829274147f1d724453f8fb02"},
@@ -2988,14 +3002,14 @@ tests = ["coverage[toml] (==7.10.7)", "pytest (>=8.4.2,<9.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "9.0.2"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
-    {file = "pytest-9.0.2-py3-none-any.whl", hash = "sha256:711ffd45bf766d5264d487b917733b453d917afd2b0ad65223959f59089f875b"},
-    {file = "pytest-9.0.2.tar.gz", hash = "sha256:75186651a92bd89611d1d9fc20f0b4345fd827c41ccd5c299a868a05d70edf11"},
+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
@@ -3010,34 +3024,34 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.3.0"
+version = "1.4.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"},
-    {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"},
+    {file = "pytest_asyncio-1.4.0-py3-none-any.whl", hash = "sha256:933ca923a23075a87fb7070c0ec272a6848489824d887c85c812670932835aa1"},
+    {file = "pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42"},
 ]
 
 [package.dependencies]
-pytest = ">=8.2,<10"
+pytest = ">=8.4,<10"
 typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)", "sphinx-tabs (>=3.5)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-cov"
-version = "7.0.0"
+version = "7.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861"},
-    {file = "pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1"},
+    {file = "pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678"},
+    {file = "pytest_cov-7.1.0.tar.gz", hash = "sha256:30674f2b5f6351aa09702a9c8c364f6a01c27aae0c1366ae8016160d1efc56b2"},
 ]
 
 [package.dependencies]
@@ -3083,14 +3097,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "1.2.1"
+version = "1.2.2"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61"},
-    {file = "python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6"},
+    {file = "python_dotenv-1.2.2-py3-none-any.whl", hash = "sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a"},
+    {file = "python_dotenv-1.2.2.tar.gz", hash = "sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3"},
 ]
 
 [package.extras]
@@ -3347,7 +3361,7 @@ version = "2.33.0"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.10"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "requests-2.33.0-py3-none-any.whl", hash = "sha256:3324635456fa185245e24865e810cecec7b4caf933d7eb133dcde67d48cee69b"},
     {file = "requests-2.33.0.tar.gz", hash = "sha256:c7ebc5e8b0f21837386ad0e1c8fe8b829fa5f544d8df3b2253bff14ef29d7652"},
@@ -3524,93 +3538,88 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "ruff"
-version = "0.15.4"
+version = "0.15.20"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "ruff-0.15.4-py3-none-linux_armv6l.whl", hash = "sha256:a1810931c41606c686bae8b5b9a8072adac2f611bb433c0ba476acba17a332e0"},
-    {file = "ruff-0.15.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:5a1632c66672b8b4d3e1d1782859e98d6e0b4e70829530666644286600a33992"},
-    {file = "ruff-0.15.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a4386ba2cd6c0f4ff75252845906acc7c7c8e1ac567b7bc3d373686ac8c222ba"},
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 ]
 
 [package.dependencies]
-joblib = ">=1.3.0"
+joblib = ">=1.4.0"
+narwhals = ">=2.0.1"
 numpy = ">=1.24.1"
 scipy = ">=1.10.0"
-threadpoolctl = ">=3.2.0"
+threadpoolctl = ">=3.5.0"
 
 [package.extras]
 benchmark = ["matplotlib (>=3.6.1)", "memory_profiler (>=0.57.0)", "pandas (>=1.5.0)"]
 build = ["cython (>=3.1.2)", "meson-python (>=0.17.1)", "numpy (>=1.24.1)", "scipy (>=1.10.0)"]
-docs = ["Pillow (>=10.1.0)", "matplotlib (>=3.6.1)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.5.0)", "plotly (>=5.18.0)", "polars (>=0.20.30)", "pooch (>=1.8.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.22.0)", "seaborn (>=0.13.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.17.1)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)", "towncrier (>=24.8.0)"]
-examples = ["matplotlib (>=3.6.1)", "pandas (>=1.5.0)", "plotly (>=5.18.0)", "pooch (>=1.8.0)", "scikit-image (>=0.22.0)", "seaborn (>=0.13.0)"]
-install = ["joblib (>=1.3.0)", "numpy (>=1.24.1)", "scipy (>=1.10.0)", "threadpoolctl (>=3.2.0)"]
+docs = ["Pillow (>=12.1.1)", "matplotlib (>=3.6.1)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.5.0)", "plotly (>=5.22.0)", "polars (>=0.20.30)", "pooch (>=1.8.0)", "pydata-sphinx-theme (>=0.15.3)", "rich (>=14.1.0)", "scikit-image (>=0.22.0)", "seaborn (>=0.13.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.17.1)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)", "towncrier (>=24.8.0)"]
+examples = ["matplotlib (>=3.6.1)", "pandas (>=1.5.0)", "plotly (>=5.22.0)", "pooch (>=1.8.0)", "rich (>=14.1.0)", "scikit-image (>=0.22.0)", "seaborn (>=0.13.0)"]
+install = ["joblib (>=1.4.0)", "narwhals (>=2.0.1)", "numpy (>=1.24.1)", "scipy (>=1.10.0)", "threadpoolctl (>=3.5.0)"]
 maintenance = ["conda-lock (==3.0.1)"]
-tests = ["matplotlib (>=3.6.1)", "mypy (>=1.15)", "numpydoc (>=1.2.0)", "pandas (>=1.5.0)", "polars (>=0.20.30)", "pooch (>=1.8.0)", "pyamg (>=5.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.11.7)"]
+tests = ["matplotlib (>=3.6.1)", "mypy (>=1.15)", "numpydoc (>=1.2.0)", "pandas (>=1.5.0)", "polars (>=0.20.30)", "pooch (>=1.8.0)", "pyamg (>=5.0.0)", "pyarrow (>=13.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "rich (>=14.1.0)", "ruff (>=0.12.2)"]
 
 [[package]]
 name = "scipy"
@@ -3832,25 +3841,24 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.67.3"
+version = "4.68.3"
 description = "Fast, Extensible Progress Meter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "tqdm-4.67.3-py3-none-any.whl", hash = "sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf"},
-    {file = "tqdm-4.67.3.tar.gz", hash = "sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb"},
+    {file = "tqdm-4.68.3-py3-none-any.whl", hash = "sha256:39832cc2def2789a6f29df83f172db7416cea70052c0907a57801c5f2fdccb03"},
+    {file = "tqdm-4.68.3.tar.gz", hash = "sha256:00dfa48452b6b6cfae3dd9885636c23d3422d1ec97c66d96818cbd5e0821d482"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
-discord = ["requests"]
+discord = ["envwrap", "requests"]
 notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
+slack = ["envwrap", "slack-sdk"]
+telegram = ["envwrap", "requests"]
 
 [[package]]
 name = "traitlets"
@@ -3913,7 +3921,7 @@ version = "2.6.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"},
     {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},