From cb8f808b821a3adafb39038833423df1284933bb Mon Sep 17 00:00:00 2001
From: Alex Koutmos <akoutmos@gmail.com>
Date: Fri, 25 Sep 2026 12:31:02 -0500
Subject: [PATCH] Upgrading to Polars 0.55.2

---
 CHANGELOG.md                                  |   14 +
 README.md                                     |    4 +-
 lib/explorer/series.ex                        |    8 +-
 native/explorer/Cargo.lock                    | 1881 +++++++++--------
 native/explorer/Cargo.toml                    |   10 +-
 native/explorer/rust-toolchain.toml           |    2 +-
 native/explorer/src/cloud_writer.rs           |    2 +-
 native/explorer/src/dataframe.rs              |   53 +-
 native/explorer/src/datatypes.rs              |    3 +
 native/explorer/src/encoding.rs               |   15 +-
 native/explorer/src/expressions.rs            |   18 +-
 native/explorer/src/lazyframe.rs              |   19 +-
 native/explorer/src/lazyframe/io.rs           |   93 +-
 native/explorer/src/series.rs                 |   59 +-
 native/explorer/src/series/from_list.rs       |    2 +-
 test/explorer/data_frame/csv_test.exs         |   14 +-
 test/explorer/data_frame_test.exs             |    2 +-
 .../polars_backend/expression_test.exs        |    4 +-
 test/explorer/series_test.exs                 |   34 +-
 19 files changed, 1261 insertions(+), 976 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 382ae9237..c2efcaa82 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,6 +15,20 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Removed many of the `unsafe` calls on the Rust side of Explorer and also dropped calls
   to `rustler::wrapper` for [Rustler changes](https://github.com/rusterlium/rustler/pull/768).
 
+### Updated
+
+- Updated Polars to [v0.55.2](https://github.com/pola-rs/polars/releases/tag/rs-0.55.2)
+  and the Rust toolchain to `nightly-2026-04-01`.
+
+### Backwards incompatible changes
+
+- `Explorer.Series.ewm_standard_deviation/2` and `Explorer.Series.ewm_variance/2` return
+  `nil` instead of `0.0` for the first value when `bias: false` (the default).
+- `Explorer.Series.covariance/2` returns `0.0` instead of `nil` for series with a single element.
+- The `:dtypes` option of the CSV readers is only applied by column name. Previously, when
+  all columns were given, names that didn't match the header were applied by position and
+  renamed the columns.
+
 ## [v0.12.0] - 2026-07-05
 
 ### Updated
diff --git a/README.md b/README.md
index df97aa112..d639256d7 100644
--- a/README.md
+++ b/README.md
@@ -233,13 +233,13 @@ Rust is going to be installed in the first compilation of the project. Otherwise
 install the correct version:
 
 ```sh
-rustup toolchain install nightly-2025-06-23
+rustup toolchain install nightly-2026-04-01
 ```
 
 You can also use [asdf](https://asdf-vm.com/):
 
 ```sh
-asdf install rust nightly-2025-06-23
+asdf install rust nightly-2026-04-01
 ```
 
 It's possible that you may need to install [`CMake`](https://cmake.org/) in order to build the project,
diff --git a/lib/explorer/series.ex b/lib/explorer/series.ex
index 8b45d43e2..b3777b752 100644
--- a/lib/explorer/series.ex
+++ b/lib/explorer/series.ex
@@ -5450,14 +5450,14 @@ defmodule Explorer.Series do
       iex> Explorer.Series.ewm_standard_deviation(s)
       #Explorer.Series<
         Polars[5]
-        f64 [0.0, 0.7071067811865476, 0.9636241116594315, 1.1771636613972953, 1.3452425132127066]
+        f64 [nil, 0.7071067811865476, 0.9636241116594315, 1.1771636613972953, 1.3452425132127066]
       >
 
       iex> s = 1..5 |> Enum.to_list() |> Explorer.Series.from_list()
       iex> Explorer.Series.ewm_standard_deviation(s, alpha: 0.1)
       #Explorer.Series<
         Polars[5]
-        f64 [0.0, 0.7071067811865476, 0.999077064870281, 1.2879021599718157, 1.5741638698820741]
+        f64 [nil, 0.7071067811865476, 0.999077064870281, 1.2879021599718157, 1.5741638698820741]
       >
   """
   @doc type: :window
@@ -5505,14 +5505,14 @@ defmodule Explorer.Series do
       iex> Explorer.Series.ewm_variance(s)
       #Explorer.Series<
         Polars[5]
-        f64 [0.0, 0.5, 0.9285714285714286, 1.3857142857142861, 1.8096774193548393]
+        f64 [nil, 0.5, 0.9285714285714286, 1.3857142857142861, 1.8096774193548393]
       >
 
       iex> s = 1..5 |> Enum.to_list() |> Explorer.Series.from_list()
       iex> Explorer.Series.ewm_variance(s, alpha: 0.1)
       #Explorer.Series<
         Polars[5]
-        f64 [0.0, 0.5000000000000001, 0.9981549815498157, 1.658691973660068, 2.477991889242108]
+        f64 [nil, 0.5000000000000001, 0.9981549815498157, 1.658691973660068, 2.477991889242108]
       >
   """
   @doc type: :window
diff --git a/native/explorer/Cargo.lock b/native/explorer/Cargo.lock
index cfb3a0151..df5b49f8b 100644
--- a/native/explorer/Cargo.lock
+++ b/native/explorer/Cargo.lock
@@ -2,15 +2,6 @@
 # It is not intended for manual editing.
 version = 4
 
-[[package]]
-name = "addr2line"
-version = "0.24.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfbe277e56a376000877090da837660b4427aad530e3028d44e0bffe4f89a1c1"
-dependencies = [
- "gimli",
-]
-
 [[package]]
 name = "adler2"
 version = "2.0.1"
@@ -24,7 +15,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
 dependencies = [
  "cfg-if",
- "getrandom 0.3.3",
+ "getrandom 0.3.4",
  "once_cell",
  "version_check",
  "zerocopy",
@@ -32,9 +23,9 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.3"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
 dependencies = [
  "memchr",
 ]
@@ -47,9 +38,9 @@ checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
 
 [[package]]
 name = "alloc-stdlib"
-version = "0.2.2"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94fb8275041c72129eb51b7d0322c29b8387a0386127718b096429201a5d6ece"
+checksum = "0e76a019e91224d279006ff972f1e984179a6e9feb050adba6ce8274aef23195"
 dependencies = [
  "alloc-no-stdlib",
 ]
@@ -60,26 +51,29 @@ version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
-[[package]]
-name = "android-tzdata"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
-
 [[package]]
 name = "android_system_properties"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+checksum = "ae221649c9976a6f6c56ae1facf410f3ddb33cc661c4b7b61020a912d4237fbc"
 dependencies = [
  "libc",
 ]
 
 [[package]]
 name = "anyhow"
-version = "1.0.98"
+version = "1.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
+
+[[package]]
+name = "ar_archive_writer"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73cd58deff2140a0a8eae87e417bd01db68a33e148aa93d1e8cd837e55e312b6"
+dependencies = [
+ "object",
+]
 
 [[package]]
 name = "argminmax"
@@ -87,6 +81,7 @@ version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "70f13d10a41ac8d2ec79ee34178d61e6f47a29c2edfe7ef1721c7383b0359e65"
 dependencies = [
+ "half",
  "num-traits",
 ]
 
@@ -96,17 +91,11 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed51fe0f224d1d4ea768be38c51f9f831dee9d05c163c11fba0b8c44387b1fc3"
 
-[[package]]
-name = "arrayref"
-version = "0.3.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76a2e8124351fda1ef8aaaa3bbd7ebbcb486bbcd4225aca0aa0d84bb2db8fecb"
-
 [[package]]
 name = "arrayvec"
-version = "0.7.6"
+version = "0.7.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
+checksum = "d3fb67a6e08acf24fdeccbac2cb6ac4305825bd1f117462e0e6f2f193345ad56"
 
 [[package]]
 name = "async-channel"
@@ -139,27 +128,28 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "async-trait"
-version = "0.1.88"
+version = "0.1.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e539d3fca749fcee5236ab05e93a52867dd549cc157c8cb7f99595f3cedffdb5"
+checksum = "82f6aeea286b8eb4dd3431a1be1b59d290ace00f5bfd8e2a159bc2a05e2c1667"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "atoi_simd"
-version = "0.16.1"
+version = "0.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2a49e05797ca52e312a0c658938b7d00693ef037799ef7187678f212d7684cf"
+checksum = "f3cdb3708a128e559a30fb830e8a77a5022ee6902806925c216658652b452a44"
 dependencies = [
  "debug_unsafe",
+ "rustversion",
 ]
 
 [[package]]
@@ -170,30 +160,21 @@ checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
 
 [[package]]
 name = "autocfg"
-version = "1.5.0"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
+checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
 
 [[package]]
-name = "backtrace"
-version = "0.3.75"
+name = "base64"
+version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6806a6321ec58106fea15becdad98371e28d92ccbc7c8f1b3b6dd724fe8f1002"
-dependencies = [
- "addr2line",
- "cfg-if",
- "libc",
- "miniz_oxide",
- "object",
- "rustc-demangle",
- "windows-targets 0.52.6",
-]
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
 [[package]]
 name = "base64"
-version = "0.22.1"
+version = "0.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
+checksum = "ac07cdecf99051d9a5238b80f35af32cdeba5b336e55d957b318b50137e18da5"
 
 [[package]]
 name = "bincode"
@@ -217,24 +198,24 @@ dependencies = [
 
 [[package]]
 name = "bitflags"
-version = "2.9.1"
+version = "2.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b8e56985ec62d17e9c1001dc89c88ecd7dc08e47eba5ec7c29c7b5eeecde967"
+checksum = "3ded4057c258ba199e2d26386d3af3780957ecaee6c4ef4041c6b4b8b97c0b06"
 dependencies = [
- "serde",
+ "serde_core",
 ]
 
 [[package]]
 name = "blake3"
-version = "1.8.2"
+version = "1.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3888aaa89e4b2a40fca9848e400f6a658a5a3978de7be858e209cafa8be9a4a0"
+checksum = "6d9e454fc11f76977dc803893aff6304ed33d6a26efae8696573bea74baa27ae"
 dependencies = [
- "arrayref",
  "arrayvec",
  "cc",
  "cfg-if",
  "constant_time_eq",
+ "cpufeatures",
 ]
 
 [[package]]
@@ -246,17 +227,26 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "block-buffer"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2f6c7dbe95a6ed67ad9f18e57daf93a2f034c524b99fd2b76d18fdfeb6660aa"
+dependencies = [
+ "hybrid-array",
+]
+
 [[package]]
 name = "boxcar"
-version = "0.2.13"
+version = "0.2.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26c4925bc979b677330a8c7fe7a8c94af2dbb4a2d37b4a20a80d884400f46baa"
+checksum = "36f64beae40a84da1b4b26ff2761a5b895c12adc41dc25aaee1c4f2bbfe97a6e"
 
 [[package]]
 name = "brotli"
-version = "8.0.2"
+version = "8.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4bd8b9603c7aa97359dbd97ecf258968c95f3adddd6db2f7e7a5bef101c84560"
+checksum = "5cc91aac060a7a1e25823bdccbfb6af1875b88f17c6daac97894eed8207166b3"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -265,9 +255,9 @@ dependencies = [
 
 [[package]]
 name = "brotli-decompressor"
-version = "5.0.0"
+version = "5.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "874bb8112abecc98cbd6d81ea4fa7e94fb9449648c93cc89aa40c81c24d7de03"
+checksum = "3a32acac15fe1967bc3986b2a6347dffc965602354ea6f450ad07e8bfd253583"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -275,60 +265,55 @@ dependencies = [
 
 [[package]]
 name = "bumpalo"
-version = "3.19.0"
+version = "3.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
+checksum = "72f5acc6cb2ba439de613abc23857ec3d78374d8ed5ac84e9d11336e87da8649"
 
 [[package]]
 name = "bytemuck"
-version = "1.23.1"
+version = "1.25.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c76a5792e44e4abe34d3abf15636779261d45a7450612059293d1d2cfc63422"
+checksum = "95832e849adfb21180ccb6826a99da14e5d266ae5c2e668e1602cf234f153797"
 dependencies = [
  "bytemuck_derive",
 ]
 
 [[package]]
 name = "bytemuck_derive"
-version = "1.9.3"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ecc273b49b3205b83d648f0690daa588925572cc5063745bfe547fe7ec8e1a1"
+checksum = "6a1f896587b6f2c069c73d2f0913e2d590c3990285cd2f0b6aa02b786b4c679c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
-[[package]]
-name = "byteorder"
-version = "1.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
-
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "fc652a48c352aef3ea3aed32080501cf3ef6ed5da78602a020c991775b0aff04"
 dependencies = [
  "serde",
 ]
 
 [[package]]
 name = "castaway"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0abae9be0aaf9ea96a3b1b8b1b55c602ca751eba1b1500220cea4ecbafe7c0d5"
+checksum = "dec551ab6e7578819132c713a93c022a05d60159dc86e7a7050223577484c55a"
 dependencies = [
  "rustversion",
 ]
 
 [[package]]
 name = "cc"
-version = "1.2.29"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c1599538de2394445747c8cf7935946e3cc27e9625f889d979bfb2aaf569362"
+checksum = "f360145194ee8e21db5ee7f3fcd4fe52210864c75c985dae33218202c8bbe040"
 dependencies = [
+ "find-msvc-tools",
  "jobserver",
  "libc",
  "shlex",
@@ -336,23 +321,33 @@ dependencies = [
 
 [[package]]
 name = "cfg-if"
-version = "1.0.1"
+version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9555578bc9e57714c812a1f84e4fc5b4d21fcb063490c624de019f7464c91268"
+checksum = "4e7648175b45a9a48536d676f68d918270699102aa8dab5496df06904c914600"
 
 [[package]]
 name = "cfg_aliases"
-version = "0.2.1"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
+checksum = "f079e83a288787bcd14a6aea84cee5c87a67c5a3e660c30f557a3d24761b3527"
+
+[[package]]
+name = "chacha20"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65c35e4b699c7e15ccbe7ee35c005e4fc0a278d22238a2857e6ce2dadeda1b06"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "rand_core 0.10.1",
+]
 
 [[package]]
 name = "chrono"
-version = "0.4.41"
+version = "0.4.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
+checksum = "1aa79e62e7697b8e29b513a68abacf485adcd1fe8284a4316c5ae868e6633327"
 dependencies = [
- "android-tzdata",
  "iana-time-zone",
  "js-sys",
  "num-traits",
@@ -363,30 +358,19 @@ dependencies = [
 
 [[package]]
 name = "chrono-tz"
-version = "0.10.3"
+version = "0.10.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "efdce149c370f133a071ca8ef6ea340b7b88748ab0810097a9e2976eaa34b4f3"
+checksum = "a6139a8597ed92cf816dfb33f5dd6cf0bb93a6adc938f11039f371bc5bcd26c3"
 dependencies = [
  "chrono",
- "chrono-tz-build",
  "phf",
 ]
 
-[[package]]
-name = "chrono-tz-build"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f10f8c9340e31fc120ff885fcdb54a0b48e474bbd77cab557f0c30a3e569402"
-dependencies = [
- "parse-zoneinfo",
- "phf_codegen",
-]
-
 [[package]]
 name = "compact_str"
-version = "0.9.0"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fdb1325a1cece981e8a296ab8f0f9b63ae357bd0784a9faaf548cc7b480707a"
+checksum = "9dfdd1c2274d9aa354115b09dc9a901d6c5576818cdf70d14cae2bdb47df00ab"
 dependencies = [
  "castaway",
  "cfg-if",
@@ -406,11 +390,17 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "const-oid"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6ef517f0926dd24a1582492c791b6a4818a4d94e789a334894aa15b0d12f55c"
+
 [[package]]
 name = "constant_time_eq"
-version = "0.3.1"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
+checksum = "3d52eff69cd5e647efe296129160853a42795992097e8af39800e1060caeea9b"
 
 [[package]]
 name = "core-foundation"
@@ -430,36 +420,36 @@ checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
 [[package]]
 name = "cpufeatures"
-version = "0.2.17"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
+checksum = "5ca28b0ae3115b884660db4118d803791fd6756b6e88f39c0f3f7859060d7566"
 dependencies = [
  "libc",
 ]
 
 [[package]]
 name = "crc32fast"
-version = "1.4.2"
+version = "1.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3"
+checksum = "01a7799fd6b852db0e61728dde9a204c423b44d689dbd432522543614b490e78"
 dependencies = [
  "cfg-if",
 ]
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.15"
+version = "0.5.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
+checksum = "98b0cc327b5bc766e7fda9c9260cc0fa81b43a8e240440422dff70788e3f9ef1"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-deque"
-version = "0.8.6"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
+checksum = "622f3fc73690be383c7214310406f28a90e6edeadc3cea882f9d71e495b9711a"
 dependencies = [
  "crossbeam-epoch",
  "crossbeam-utils",
@@ -467,43 +457,58 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.18"
+version = "0.9.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
+checksum = "dc74980687109a3b14c72fd458107bf0baa1da1a1a805e178d15501ba9b86d9d"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-queue"
-version = "0.3.12"
+version = "0.3.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f58bbc28f91df819d0aa2a2c00cd19754769c2fad90579b3592b1c9ba7a3115"
+checksum = "03e8bd762f7479489c70ed6c768ddca99d7296857de437a68dcb2a94365b3fae"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.21"
+version = "0.8.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a31eee39dddec8330830986fcd7625edb5a24ec90ea038215273bbc3adb08ac6"
+
+[[package]]
+name = "crunchy"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
+checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
 dependencies = [
  "generic-array",
  "typenum",
 ]
 
+[[package]]
+name = "crypto-common"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6e4c961d6cd6c9a86db418387425e8bdeaf05b3c8bc1411e6dca4c252f1453"
+dependencies = [
+ "hybrid-array",
+]
+
 [[package]]
 name = "debug_unsafe"
-version = "0.1.3"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85d3cef41d236720ed453e102153a53e4cc3d2fde848c0078a50cf249e8e3e5b"
+checksum = "7eed2c4702fa172d1ce21078faa7c5203e69f5394d48cc436d25928394a867a2"
 
 [[package]]
 name = "digest"
@@ -511,32 +516,52 @@ version = "0.10.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
 dependencies = [
- "block-buffer",
- "crypto-common",
+ "block-buffer 0.10.4",
+ "crypto-common 0.1.7",
+]
+
+[[package]]
+name = "digest"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1dd6dbb5841937940781866fa1281a1ff7bd3bf827091440879f9994983d5c2"
+dependencies = [
+ "block-buffer 0.12.1",
+ "const-oid",
+ "crypto-common 0.2.2",
+]
+
+[[package]]
+name = "digest-io"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2de63d600bc7fab91180bc17385f29b342468dc8ef2af09dceba450a293de3da"
+dependencies = [
+ "digest 0.11.3",
 ]
 
 [[package]]
 name = "displaydoc"
-version = "0.2.5"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
+checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "dyn-clone"
-version = "1.0.19"
+version = "1.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c7a8fb8a9fbf66c1f703fe16184d10ca0ee9d23be5b4436400408ba54a95005"
+checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
 
 [[package]]
 name = "either"
-version = "1.15.0"
+version = "1.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
+checksum = "252afb9ae5eaa683babdc6a068b3f5726eb19e05070c731f9b2a23a7c3e8ed34"
 
 [[package]]
 name = "equivalent"
@@ -546,27 +571,26 @@ checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
 [[package]]
 name = "errno"
-version = "0.3.13"
+version = "0.3.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "778e2ac28f6c47af28e4907f13ffd1e1ddbd400980a9abd7c8df189bf578a5ad"
+checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "ethnum"
-version = "1.5.2"
+version = "1.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca81e6b4777c89fd810c25a4be2b1bd93ea034fbe58e6a75216a34c6b82c539b"
+checksum = "40404c3f5f511ec4da6fe866ddf6a717c309fdbb69fbbad7b0f3edab8f2e835f"
 
 [[package]]
 name = "event-listener"
-version = "5.4.0"
+version = "5.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3492acde4c3fc54c845eaab3eed8bd00c7a7d881f78bfc801e43a93dec1331ae"
+checksum = "5a23add41df1562121a9393cb065eab5146a1242410f23a644851e90cfd669d2"
 dependencies = [
- "concurrent-queue",
  "parking",
  "pin-project-lite",
 ]
@@ -595,8 +619,8 @@ dependencies = [
  "polars-arrow",
  "polars-lazy",
  "polars-ops",
- "rand 0.8.5",
- "rand_pcg",
+ "rand 0.8.8",
+ "rand_pcg 0.3.1",
  "reqwest",
  "rustler",
  "thiserror",
@@ -611,19 +635,31 @@ checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
 
 [[package]]
 name = "fast-float2"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8eb564c5c7423d25c886fb561d1e4ee69f72354d16918afa32c08811f6b6a55"
+checksum = "c6e8948ce679d00a02a94739ea185595dca7118ed04feb991127e443bd3d761f"
+
+[[package]]
+name = "fastrand"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "da7c62ceae207dd37ea5b845da6a0696c799f85e97da1ab5b7910be3c1c80223"
+
+[[package]]
+name = "find-msvc-tools"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aedcfb3409746eddb02b9e19ebda1c3394f759a152e48ee875a0844d1b955484"
 
 [[package]]
 name = "flate2"
-version = "1.1.2"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a3d7db9596fecd151c5f638c0ee5d5bd487b6e0ea232e5dc96d5250f6f94b1d"
+checksum = "6e634e2e0ebac1ee034020da1ca582e17ffe4e0f5e985823721e168928136dcb"
 dependencies = [
  "crc32fast",
- "libz-rs-sys",
  "miniz_oxide",
+ "zlib-rs",
 ]
 
 [[package]]
@@ -655,28 +691,28 @@ checksum = "77ce24cb58228fbb8aa041425bb1050850ac19177686ea6e0f41a70416f56fdb"
 
 [[package]]
 name = "form_urlencoded"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
+checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
 dependencies = [
  "percent-encoding",
 ]
 
 [[package]]
 name = "fs4"
-version = "0.13.1"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8640e34b88f7652208ce9e88b1a37a2ae95227d84abec377ccd3c5cfeb141ed4"
+checksum = "7e72ed92b67c146290f88e9c89d60ca163ea417a446f61ffd7b72df3e7f1dfd5"
 dependencies = [
  "rustix",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "futures"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65bc07b1a8bc7c85c5f2e110c476c7389b4554ba72af57d8445ea63a576b0876"
+checksum = "9a31d2a3fbaaeb2af2368bbdd904aa8e812d3c04a1ee10d3171f52d556e5d0a3"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -689,9 +725,9 @@ dependencies = [
 
 [[package]]
 name = "futures-channel"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2dff15bf788c671c1934e366d07e30c1814a8ef514e1af724a602e8a2fbe1b10"
+checksum = "b1f9e3d69d39e4862ffed03ed071a76f9a13ba1d9109d355b0f0aa6b15e393c4"
 dependencies = [
  "futures-core",
  "futures-sink",
@@ -699,15 +735,15 @@ dependencies = [
 
 [[package]]
 name = "futures-core"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05f29059c0c2090612e8d742178b0580d2dc940c837851ad723096f87af6663e"
+checksum = "92d699e522242e69e3003b94ecc1f960f3a5e015aa7c5d7486e65ad01dd94f5e"
 
 [[package]]
 name = "futures-executor"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e28d1d997f585e54aebc3f97d39e72338912123a67330d723fdbb564d646c9f"
+checksum = "031b47cf1a3c6cc8bc2fc76cd437f521619387907d469316e7c0bc278f1f5432"
 dependencies = [
  "futures-core",
  "futures-task",
@@ -716,38 +752,38 @@ dependencies = [
 
 [[package]]
 name = "futures-io"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e5c1b78ca4aae1ac06c48a526a655760685149f0d465d21f37abfe57ce075c6"
+checksum = "53c0fa8157de1303bfffdaa1cc2a673bfffb60102f76b0ef4441659124373fed"
 
 [[package]]
 name = "futures-macro"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
+checksum = "9fb9654ba8355388abeb8dcb4fc62f511300867002afc858860463bdd9fe0c44"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "futures-sink"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e575fab7d1e0dcb8d0c7bcf9a63ee213816ab51902e6d244a95819acacf1d4f7"
+checksum = "1944426bf7d03f1d14f708785e4b33efd750b36d48a157b836b3efc15ede8e1d"
 
 [[package]]
 name = "futures-task"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
+checksum = "cd417de3d1d015fc3bfd2b1ea46dfc7bab72ef86f1cc7cc9c78e728b34a6d1fd"
 
 [[package]]
 name = "futures-util"
-version = "0.3.31"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fa08315bb612088cc391249efdc3bc77536f16c91f6cf495e6fbe85b20a4a81"
+checksum = "0d50a92467f8ba5dd6e3ee5d4bd04d73ab2e4e1c44474a0674821dfce14b79bc"
 dependencies = [
  "futures-channel",
  "futures-core",
@@ -757,7 +793,6 @@ dependencies = [
  "futures-task",
  "memchr",
  "pin-project-lite",
- "pin-utils",
  "slab",
 ]
 
@@ -773,48 +808,54 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
+checksum = "ff2abc00be7fca6ebc474524697ae276ad847ad0a6b3faa4bcb027e9a4614ad0"
 dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "wasi 0.11.1+wasi-snapshot-preview1",
+ "wasi",
  "wasm-bindgen",
 ]
 
 [[package]]
 name = "getrandom"
-version = "0.3.3"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26145e563e54f2cadc477553f1ec5ee650b00862f0a58bcd12cbdc5f0ea2d2f4"
+checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
 dependencies = [
  "cfg-if",
- "js-sys",
  "libc",
- "r-efi",
- "wasi 0.14.2+wasi-0.2.4",
- "wasm-bindgen",
+ "r-efi 5.3.0",
+ "wasip2",
 ]
 
 [[package]]
-name = "gimli"
-version = "0.31.1"
+name = "getrandom"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f"
+checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "libc",
+ "r-efi 6.0.0",
+ "rand_core 0.10.1",
+ "wasm-bindgen",
+]
 
 [[package]]
 name = "glob"
-version = "0.3.2"
+version = "0.3.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8d1add55171497b4705a648c6b583acafb01d58050a51727785f0b2c8e0a2b2"
+checksum = "e4eba85ea1d0a966a983acd07deee566e67395d2d96b6fb39e62b5a833f1eb0b"
 
 [[package]]
 name = "h2"
-version = "0.4.11"
+version = "0.4.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17da50a276f1e01e0ba6c029e47b7100754904ee8a278f886546e98575380785"
+checksum = "ef8e5e5a340588f4452631496976cf8636d4a7ecf600239fdc27615d2530bc16"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -829,6 +870,20 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "half"
+version = "2.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ea2d84b969582b4b1864a92dc5d27cd2b77b622a8d79306834f1be5ba20d84b"
+dependencies = [
+ "bytemuck",
+ "cfg-if",
+ "crunchy",
+ "num-traits",
+ "serde",
+ "zerocopy",
+]
+
 [[package]]
 name = "halfbrown"
 version = "0.4.0"
@@ -841,9 +896,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.15.4"
+version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5971ac85611da7067dbfcabef3c70ebb5606018acd9e2a3903a0da507521e0d5"
+checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -855,6 +910,17 @@ name = "hashbrown"
 version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.17.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed5909b6e89a2db4456e54cd5f673791d7eca6732202bbf2a9cc504fe2f9b84a"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -878,29 +944,28 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "home"
-version = "0.5.11"
+version = "0.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "589533453244b0995c858700322199b2becb13b627df2851f64a2775d024abcf"
+checksum = "cc627f471c528ff0c4a49e1d5e60450c8f6461dd6d10ba9dcd3a61d3dff7728d"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "http"
-version = "1.3.1"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
+checksum = "918d3568bebf352712bc2ef3d46a8bcf1a75b373be6539de198e9105cbbf9ce0"
 dependencies = [
  "bytes",
- "fnv",
  "itoa",
 ]
 
 [[package]]
 name = "http-body"
-version = "1.0.1"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1efedce1fb8e6913f23e0c92de8e62cd5b772a67e7b3946df930a62566c93184"
+checksum = "ca2a8f2913ee65f60facd6a5905613afaa448497a0230cc41ce022d93290bc2c"
 dependencies = [
  "bytes",
  "http",
@@ -908,9 +973,9 @@ dependencies = [
 
 [[package]]
 name = "http-body-util"
-version = "0.1.3"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b021d93e26becf5dc7e1b75b1bed1fd93124b374ceb73f43d4d4eafec896a64a"
+checksum = "23169fe34a5fbcdd3f3862e78fb9b6fccd5f02a6dc6f732547005d45631ce71c"
 dependencies = [
  "bytes",
  "futures-core",
@@ -927,19 +992,29 @@ checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
 [[package]]
 name = "humantime"
-version = "2.2.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b112acc8b3adf4b107a8ec20977da0273a8c386765a3ec0229bd500a1443f9f"
+checksum = "15cdd26707701c53297e2fa6afb323d55fbc1d0810c3aec078ae3ef0424c3c15"
+
+[[package]]
+name = "hybrid-array"
+version = "0.4.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27f864f10dfb56725ce5ce5472bc52252c8f93a4ab86327122cebf62c5f59a17"
+dependencies = [
+ "typenum",
+]
 
 [[package]]
 name = "hyper"
-version = "1.6.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc2b571658e38e0c01b1fdca3bbbe93c00d3d71693ff2770043f8c29bc7d6f80"
+checksum = "27b501faa50e7a26c3d3560ca625132f4078a17771f4810baf70475ae48cbe43"
 dependencies = [
+ "atomic-waker",
  "bytes",
  "futures-channel",
- "futures-util",
+ "futures-core",
  "h2",
  "http",
  "http-body",
@@ -953,16 +1028,15 @@ dependencies = [
 
 [[package]]
 name = "hyper-rustls"
-version = "0.27.7"
+version = "0.27.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3c93eb611681b207e1fe55d5a71ecf91572ec8a6705cdb6857f7d8d5242cf58"
+checksum = "dfa8e654703247911e29c23fbeaa261834bd9bb74efba2f9acddc37bfb127f53"
 dependencies = [
  "http",
  "hyper",
  "hyper-util",
  "rustls",
  "rustls-native-certs",
- "rustls-pki-types",
  "tokio",
  "tokio-rustls",
  "tower-service",
@@ -970,17 +1044,17 @@ dependencies = [
 
 [[package]]
 name = "hyper-util"
-version = "0.1.14"
+version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc2fdfdbff08affe55bb779f33b053aa1fe5dd5b54c257343c17edfa55711bdb"
+checksum = "ddc03d96684f9226b8a787cdb71488417b53ab5ea8fdb1dac946cb9431cc8bff"
 dependencies = [
- "base64",
+ "base64 0.23.1",
  "bytes",
  "futures-channel",
- "futures-core",
  "futures-util",
  "http",
  "http-body",
+ "httparse",
  "hyper",
  "ipnet",
  "libc",
@@ -994,9 +1068,9 @@ dependencies = [
 
 [[package]]
 name = "iana-time-zone"
-version = "0.1.63"
+version = "0.1.65"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0c919e5debc312ad217002b8048a17b7d83f80703865bbfcfebb0458b0b27d8"
+checksum = "e31bc9ad994ba00e440a8aa5c9ef0ec67d5cb5e5cb0cc7f8b744a35b389cc470"
 dependencies = [
  "android_system_properties",
  "core-foundation-sys",
@@ -1018,12 +1092,13 @@ dependencies = [
 
 [[package]]
 name = "icu_collections"
-version = "2.0.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "200072f5d0e3614556f94a9930d5dc3e0662a652823904c3a75dc3b0af7fee47"
+checksum = "fa68d21081c4a05d5a901a1c62add574c77048b6a1c67be3b50ce0b60d4ca513"
 dependencies = [
  "displaydoc",
  "potential_utf",
+ "utf8_iter",
  "yoke",
  "zerofrom",
  "zerovec",
@@ -1031,9 +1106,9 @@ dependencies = [
 
 [[package]]
 name = "icu_locale_core"
-version = "2.0.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cde2700ccaed3872079a65fb1a78f6c0a36c91570f28755dda67bc8f7d9f00a"
+checksum = "d56e28588da92eee5c3201a6eff33fabdd49b62269c8938d4ff050ce4d900deb"
 dependencies = [
  "displaydoc",
  "litemap",
@@ -1044,11 +1119,10 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer"
-version = "2.0.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "436880e8e18df4d7bbc06d58432329d6458cc84531f7ac5f024e93deadb37979"
+checksum = "12f9cf5f235641ed274641dd81c3f28d870e276763d0797aeeab72317b1c646f"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_normalizer_data",
  "icu_properties",
@@ -1059,42 +1133,39 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.0.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00210d6893afc98edb752b664b8890f0ef174c8adbb8d0be9710fa66fbbf72d3"
+checksum = "1563da1ed3e0b3bf3d74c9b85917ac9c56464d2f57242270c09c9e752f8021a0"
 
 [[package]]
 name = "icu_properties"
-version = "2.0.1"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "016c619c1eeb94efb86809b015c58f479963de65bdb6253345c1a1276f22e32b"
+checksum = "7e7ca276ad3145661a65914e6daf131ca5120cd3dcee8f8f3214b8875184a148"
 dependencies = [
  "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
  "icu_provider",
- "potential_utf",
  "zerotrie",
  "zerovec",
 ]
 
 [[package]]
 name = "icu_properties_data"
-version = "2.0.1"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "298459143998310acd25ffe6810ed544932242d3f07083eee1084d83a71bd632"
+checksum = "e590f038c1464a96894fd6d10127e90a8be4509f56ff7ecef851b15cee0b7caa"
 
 [[package]]
 name = "icu_provider"
-version = "2.0.0"
+version = "2.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03c80da27b5f4187909049ee2d72f276f0d9f99a42c306bd0131ecfe04d8e5af"
+checksum = "d27bbb9d3abbefac45d55f647c9de1d44aafcd1186eb91879afef17c396c3e73"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
- "stable_deref_trait",
- "tinystr",
  "writeable",
  "yoke",
  "zerofrom",
@@ -1104,9 +1175,9 @@ dependencies = [
 
 [[package]]
 name = "idna"
-version = "1.0.3"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "686f825264d630750a544639377bae737628043f20d38bbc029e8f29ea968a7e"
+checksum = "3b0875f23caa03898994f6ddc501886a45c7d3d62d04d2d90788d47be1b1e4de"
 dependencies = [
  "idna_adapter",
  "smallvec",
@@ -1115,9 +1186,9 @@ dependencies = [
 
 [[package]]
 name = "idna_adapter"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3acae9609540aa318d1bc588455225fb2085b9ed0c4f6bd0d9d5bcd86f1a0344"
+checksum = "cb68373c0d6620ef8105e855e7745e18b0d00d3bdb07fb532e434244cdb9a714"
 dependencies = [
  "icu_normalizer",
  "icu_properties",
@@ -1125,51 +1196,30 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.13.0"
+version = "2.14.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7714e70437a7dc3ac8eb7e6f8df75fd8eb422675fc7678aff7364301092b1017"
+checksum = "cc4e190f5d26ca7051642629da2c52fc03bde85a03197c99408dcd291734c855"
 dependencies = [
  "equivalent",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "serde",
  "serde_core",
 ]
 
 [[package]]
 name = "inventory"
-version = "0.3.20"
+version = "0.3.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab08d7cd2c5897f2c949e5383ea7c7db03fb19130ffcfbf7eda795137ae3cb83"
+checksum = "a4f0c30c76f2f4ccee3fe55a2435f691ca00c0e4bd87abe4f4a851b1d4dac39b"
 dependencies = [
  "rustversion",
 ]
 
-[[package]]
-name = "io-uring"
-version = "0.7.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b86e202f00093dcba4275d4636b93ef9dd75d025ae560d2521b45ea28ab49013"
-dependencies = [
- "bitflags",
- "cfg-if",
- "libc",
-]
-
 [[package]]
 name = "ipnet"
-version = "2.11.0"
+version = "2.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
-
-[[package]]
-name = "iri-string"
-version = "0.7.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbc5ebe9c3a1a7a5127f920a418f7585e9e758e911d0466ed004f393b0e380b2"
-dependencies = [
- "memchr",
- "serde",
-]
+checksum = "791930b43c0d5973160d90a8f3894509f2b273430f5c5c73b668636d0287c5c0"
 
 [[package]]
 name = "itertools"
@@ -1182,27 +1232,28 @@ dependencies = [
 
 [[package]]
 name = "itoa"
-version = "1.0.15"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
+checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "jobserver"
-version = "0.1.33"
+version = "0.1.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38f262f097c174adebe41eb73d66ae9c06b2844fb0da69969647bbddd9b0538a"
+checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
  "libc",
 ]
 
 [[package]]
 name = "js-sys"
-version = "0.3.77"
+version = "0.3.106"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1cfaf33c695fc6e08064efbc1f72ec937429614f25eef83af942d0e227c3a28f"
+checksum = "7883d941dae510fb2d978fc3fe018c71c9e2892fd38854de3e8b92c2e5ad9cc5"
 dependencies = [
- "once_cell",
+ "cfg-if",
+ "futures-util",
  "wasm-bindgen",
 ]
 
@@ -1219,78 +1270,67 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.174"
+version = "0.2.189"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1171693293099992e19cddea4e8b849964e9846f4acee11b3948bcc337be8776"
+checksum = "3eaf3ede3fee6db1a4c2ee091bf8a8b4dccdc6d17f656fb07896ee72867612f2"
 
 [[package]]
 name = "libloading"
-version = "0.8.8"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07033963ba89ebaf1584d767badaa2e8fcec21aedea6b8c0346d487d49c28667"
+checksum = "d7c4b02199fee7c5d21a5ae7d8cfa79a6ef5bb2fc834d6e9058e89c825efdc55"
 dependencies = [
  "cfg-if",
- "windows-targets 0.53.2",
+ "windows-link",
 ]
 
 [[package]]
 name = "libm"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9fbbcab51052fe104eb5e5d351cf728d30a5be1fe14d9be8a3b097481fb97de"
+checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
 
 [[package]]
 name = "libmimalloc-sys"
-version = "0.1.43"
+version = "0.1.49"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf88cd67e9de251c1781dbe2f641a1a3ad66eaae831b8a2c38fbdc5ddae16d4d"
+checksum = "6a45a52f43e1c16f667ccfe4dd8c85b7f7c204fd5e3bf46c5b0db9a5c3c0b8e9"
 dependencies = [
  "cc",
- "libc",
-]
-
-[[package]]
-name = "libz-rs-sys"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "172a788537a2221661b480fee8dc5f96c580eb34fa88764d3205dc356c7e4221"
-dependencies = [
- "zlib-rs",
 ]
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.9.4"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd945864f07fe9f5371a27ad7b52a172b4b499999f1d97574c9fa68373937e12"
+checksum = "32a66949e030da00e8c7d4434b251670a91556f4144941d37452769c25d58a53"
 
 [[package]]
 name = "litemap"
-version = "0.8.0"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
+checksum = "47d9d19d1d6efa0109d2f65ff4c85cddd50bd572e5a00127ab10987290bcefae"
 
 [[package]]
 name = "lock_api"
-version = "0.4.13"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96936507f153605bddfcda068dd804796c84324ed2510809e5b2a624c81da765"
+checksum = "224399e74b87b5f3557511d98dff8b14089b3dadafcab6bb93eab67d3aace965"
 dependencies = [
- "autocfg",
  "scopeguard",
 ]
 
 [[package]]
 name = "log"
-version = "0.4.27"
+version = "0.4.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13dc2df351e3202783a1fe0d44375f7295ffb4049267b0f3018346dc122a1d94"
+checksum = "f9f8bd3e56ce4dfc153cf470fffbfa98c7620958b312ca5c3a4b8d5181fd13c6"
 
 [[package]]
 name = "lru-slab"
-version = "0.1.2"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
+checksum = "4050469837a6ff301cd14c1f8f24f88549e6d548f24f64e2148eb0f72cebc51f"
 
 [[package]]
 name = "lz4"
@@ -1318,51 +1358,52 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
 dependencies = [
  "cfg-if",
- "digest",
+ "digest 0.10.7",
 ]
 
 [[package]]
 name = "memchr"
-version = "2.7.5"
+version = "2.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32a282da65faaf38286cf3be983213fcf1d2e2a58700e808f83f4ea9a4804bc0"
+checksum = "cf8baf1c55e62ffcace7a9f06f4bd9cd3f0c4beb022d3b367256b91b87513d98"
 
 [[package]]
 name = "memmap2"
-version = "0.9.5"
+version = "0.9.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd3f7eed9d3848f8b98834af67102b720745c4ec028fcd0aa0239277e7de374f"
+checksum = "d1219ed1b7f229ee7104d281dd01d6802fe28bb6e95d292942c4daacdeb798c0"
 dependencies = [
  "libc",
 ]
 
 [[package]]
 name = "mimalloc"
-version = "0.1.47"
+version = "0.1.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1791cbe101e95af5764f06f20f6760521f7158f69dbf9d6baf941ee1bf6bc40"
+checksum = "2d4139bb28d14ad1facf21d5eb8825051b326e172d216b39f6d31df53cc97862"
 dependencies = [
  "libmimalloc-sys",
 ]
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.9"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fa76a2c86f704bdb222d66965fb3d63269ce38518b83cb0575fca855ebb6316"
+checksum = "b63fbc4a50860e98e7b2aa7804ded1db5cbc3aff9193adaff57a6931bf7c4b4c"
 dependencies = [
  "adler2",
+ "simd-adler32",
 ]
 
 [[package]]
 name = "mio"
-version = "1.0.4"
+version = "1.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
+checksum = "4b18443e9c262bfe8fa82f51666e2642c53393f7e5c27b3e1aeab922cff5b9d8"
 dependencies = [
  "libc",
- "wasi 0.11.1+wasi-snapshot-preview1",
- "windows-sys 0.59.0",
+ "wasi",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -1374,6 +1415,26 @@ dependencies = [
  "chrono",
 ]
 
+[[package]]
+name = "ntapi"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3b335231dfd352ffb0f8017f3b6027a4917f7df785ea2143d8af2adc66980ae"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "num-derive"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
+]
+
 [[package]]
 name = "num-traits"
 version = "0.2.19"
@@ -1384,27 +1445,48 @@ dependencies = [
  "libm",
 ]
 
+[[package]]
+name = "objc2-core-foundation"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
+dependencies = [
+ "bitflags",
+]
+
+[[package]]
+name = "objc2-io-kit"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33fafba39597d6dc1fb709123dfa8289d39406734be322956a69f0931c73bb15"
+dependencies = [
+ "libc",
+ "objc2-core-foundation",
+]
+
 [[package]]
 name = "object"
-version = "0.36.7"
+version = "0.39.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
+checksum = "2e5a6c098c7a3b6547378093f5cc30bc54fd361ce711e05293a5cc589562739b"
 dependencies = [
  "memchr",
 ]
 
 [[package]]
 name = "object_store"
-version = "0.12.2"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7781f96d79ed0f961a7021424ab01840efbda64ae7a505aaea195efc91eaaec4"
+checksum = "622acbc9100d3c10e2ee15804b0caa40e55c933d5aa53814cd520805b7958a49"
 dependencies = [
  "async-trait",
- "base64",
+ "base64 0.22.1",
  "bytes",
  "chrono",
  "form_urlencoded",
- "futures",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
  "http",
  "http-body-util",
  "humantime",
@@ -1414,7 +1496,7 @@ dependencies = [
  "parking_lot",
  "percent-encoding",
  "quick-xml",
- "rand 0.9.1",
+ "rand 0.10.3",
  "reqwest",
  "ring",
  "serde",
@@ -1431,15 +1513,15 @@ dependencies = [
 
 [[package]]
 name = "once_cell"
-version = "1.21.3"
+version = "1.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
 
 [[package]]
 name = "openssl-probe"
-version = "0.1.6"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
+checksum = "7c87def4c32ab89d880effc9e097653c8da5d6ef28e6b539d313baaacfbafcbe"
 
 [[package]]
 name = "parking"
@@ -1449,9 +1531,9 @@ checksum = "f38d5652c16fde515bb1ecef450ab0f6a219d619a7274976324d5e377f7dceba"
 
 [[package]]
 name = "parking_lot"
-version = "0.12.4"
+version = "0.12.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70d58bf43669b5795d1576d0641cfb6fbb2057bf629506267a92807158584a13"
+checksum = "93857453250e3077bd71ff98b6a65ea6621a19bb0f559a85248955ac12c45a1a"
 dependencies = [
  "lock_api",
  "parking_lot_core",
@@ -1459,93 +1541,52 @@ dependencies = [
 
 [[package]]
 name = "parking_lot_core"
-version = "0.9.11"
+version = "0.9.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc838d2a56b5b1a6c25f55575dfc605fabb63bb2365f6c2353ef9159aa69e4a5"
+checksum = "2621685985a2ebf1c516881c026032ac7deafcda1a2c9b7850dc81e3dfcb64c1"
 dependencies = [
  "cfg-if",
  "libc",
  "redox_syscall",
  "smallvec",
- "windows-targets 0.52.6",
-]
-
-[[package]]
-name = "parse-zoneinfo"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f2a05b18d44e2957b88f96ba460715e295bc1d7510468a2f3d3b44535d26c24"
-dependencies = [
- "regex",
+ "windows-link",
 ]
 
-[[package]]
-name = "paste"
-version = "1.0.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57c0d7b74b563b49d38dae00a0c37d4d6de9b432382b2892f0574ddcae73fd0a"
-
 [[package]]
 name = "percent-encoding"
-version = "2.3.1"
+version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
+checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "phf"
-version = "0.11.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
-dependencies = [
- "phf_shared",
-]
-
-[[package]]
-name = "phf_codegen"
-version = "0.11.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aef8048c789fa5e851558d709946d6d79a8ff88c0440c587967f8e94bfb1216a"
-dependencies = [
- "phf_generator",
- "phf_shared",
-]
-
-[[package]]
-name = "phf_generator"
-version = "0.11.3"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
+checksum = "913273894cec178f401a31ec4b656318d95473527be05c0752cc41cdc32be8b7"
 dependencies = [
  "phf_shared",
- "rand 0.8.5",
 ]
 
 [[package]]
 name = "phf_shared"
-version = "0.11.3"
+version = "0.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
+checksum = "06005508882fb681fd97892ecff4b7fd0fee13ef1aa569f8695dae7ab9099981"
 dependencies = [
  "siphasher",
 ]
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
-
-[[package]]
-name = "pin-utils"
-version = "0.1.0"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+checksum = "a89322df9ebe1c1578d689c92318e070967d1042b512afbe49518723f4e6d5cd"
 
 [[package]]
 name = "pkg-config"
-version = "0.3.32"
+version = "0.3.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
+checksum = "f6b464fbc74e149a392436b17d523f769e057cb6877f6a5c4618bc6f11800548"
 
 [[package]]
 name = "planus"
@@ -1554,21 +1595,23 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3daf8e3d4b712abe1d690838f6e29fb76b76ea19589c4afa39ec30e12f62af71"
 dependencies = [
  "array-init-cursor",
- "hashbrown 0.15.4",
+ "hashbrown 0.15.5",
 ]
 
 [[package]]
 name = "polars"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6bc9ea901050c1bb8747ee411bc7fbb390f3b399931e7484719512965132a248"
+checksum = "d52d3ed4e6b3917427f6d3c43edbd2740babe228bb4ccfa3431eac105844045d"
 dependencies = [
- "getrandom 0.2.16",
- "getrandom 0.3.3",
+ "getrandom 0.2.17",
+ "getrandom 0.4.3",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
  "polars-core",
  "polars-error",
+ "polars-expr",
  "polars-io",
  "polars-lazy",
  "polars-ops",
@@ -1582,25 +1625,28 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33d3fe43f8702cf7899ff3d516c2e5f7dc84ee6f6a3007e1a831a0ff87940704"
+checksum = "c5ab55460ca2553d1a2bbaf2046998cfbbb685bc18d1e168b4367b63301eb271"
 dependencies = [
  "atoi_simd",
  "bitflags",
  "bytemuck",
+ "bytes",
  "chrono",
  "chrono-tz",
  "dyn-clone",
  "either",
  "ethnum",
- "getrandom 0.2.16",
- "getrandom 0.3.3",
- "hashbrown 0.16.1",
+ "getrandom 0.2.17",
+ "getrandom 0.4.3",
+ "half",
+ "hashbrown 0.17.1",
  "itoa",
  "lz4",
  "num-traits",
  "polars-arrow-format",
+ "polars-buffer",
  "polars-error",
  "polars-schema",
  "polars-utils",
@@ -1614,44 +1660,89 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow-format"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "863c04c514be005eced7db7053e20d49f7e7a58048a282fa52dfea1fd5434e78"
+checksum = "a556ac0ee744e61e167f34c1eb0013ce740e0ee6cd8c158b2ec0b518f10e6675"
 dependencies = [
  "planus",
  "serde",
 ]
 
+[[package]]
+name = "polars-async"
+version = "0.55.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8f484cb2db25ff605107a9f8dca8d5a47d25770cf5e04ceb75c0ef4d6bc2418"
+dependencies = [
+ "atomic-waker",
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-utils",
+ "parking_lot",
+ "pin-project-lite",
+ "polars-config",
+ "polars-error",
+ "polars-utils",
+ "rand 0.10.3",
+ "slotmap",
+ "tokio",
+]
+
+[[package]]
+name = "polars-buffer"
+version = "0.55.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "485320cdb93ad4b4725fea30e5d4e59c32c8ad62420dbda7830eb96080e47363"
+dependencies = [
+ "bytemuck",
+ "either",
+ "polars-utils",
+ "serde",
+ "version_check",
+]
+
 [[package]]
 name = "polars-compute"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d29cc7497378dee3a002f117e0b4e16b7cbe6c8ed3da16a0229c89294af7c3bf"
+checksum = "0b54be44ceacf1028fd8219b34c791ed4e1db852950f3eb7e10ba9bf63bbdb50"
 dependencies = [
  "atoi_simd",
  "bytemuck",
  "chrono",
  "either",
  "fast-float2",
- "hashbrown 0.16.1",
+ "half",
+ "hashbrown 0.17.1",
  "itoa",
  "num-traits",
  "polars-arrow",
+ "polars-buffer",
  "polars-error",
  "polars-utils",
- "rand 0.9.1",
- "ryu",
+ "rand 0.10.3",
  "serde",
  "strength_reduce",
  "strum_macros",
  "version_check",
+ "zmij",
+]
+
+[[package]]
+name = "polars-config"
+version = "0.55.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "13dcd35a686654570d9642ed4f3c55eccad75911024c95d6b1459663cfb83bc1"
+dependencies = [
+ "polars-error",
+ "serde",
 ]
 
 [[package]]
 name = "polars-core"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48409b7440cb1a4aa84953fe3a4189dfbfb300a3298266a92a37363476641e40"
+checksum = "ac24a25f4c2696089bb9059e4b45338ea74833a79b9552fef066d6f2cfb3aaed"
 dependencies = [
  "bitflags",
  "boxcar",
@@ -1659,24 +1750,29 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "either",
- "hashbrown 0.16.1",
+ "getrandom 0.4.3",
+ "hashbrown 0.17.1",
  "indexmap",
  "itoa",
  "num-traits",
  "polars-arrow",
+ "polars-async",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-dtype",
  "polars-error",
  "polars-row",
  "polars-schema",
  "polars-utils",
- "rand 0.9.1",
+ "rand 0.10.3",
  "rand_distr",
  "rayon",
  "regex",
  "serde",
  "serde_json",
  "strum_macros",
+ "tokio",
  "uuid",
  "version_check",
  "xxhash-rust",
@@ -1684,12 +1780,12 @@ dependencies = [
 
 [[package]]
 name = "polars-dtype"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7007e9e8b7b657cbd339b65246af7e87f5756ee9a860119b9424ddffd2aaf133"
+checksum = "768f9d1f996eebc7f9b0d7686d9147cf4b4f217fd907c4b90f4448dcee01ea05"
 dependencies = [
  "boxcar",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "polars-arrow",
  "polars-error",
  "polars-utils",
@@ -1699,9 +1795,9 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9a6be22566c89f6405f553bfdb7c8a6cb20ec51b35f3172de9a25fa3e252d85"
+checksum = "8f6995c2121c31687704fae5281517e29bbd34838fcf8dd15c8e8ae526bb6624"
 dependencies = [
  "object_store",
  "parking_lot",
@@ -1713,14 +1809,15 @@ dependencies = [
 
 [[package]]
 name = "polars-expr"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6199a50d3e1afd0674fb009e340cbfb0010682b2387187a36328c00f3f2ca87b"
+checksum = "b59262210ac41f3b30f49f46855501206eba27baaa6bd919545703bc706dd617"
 dependencies = [
  "bitflags",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "num-traits",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
  "polars-core",
  "polars-io",
@@ -1730,7 +1827,7 @@ dependencies = [
  "polars-row",
  "polars-time",
  "polars-utils",
- "rand 0.9.1",
+ "rand 0.10.3",
  "rayon",
  "recursive",
  "regex",
@@ -1739,9 +1836,9 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be3714acdff87170141880a07f5d9233490d3bd5531c41898f6969d440feee11"
+checksum = "3ba705af75665c6c6f6822bdc20a0b162846dd9d23573221096945b45210c2db"
 dependencies = [
  "async-trait",
  "atoi_simd",
@@ -1749,21 +1846,26 @@ dependencies = [
  "bytes",
  "chrono",
  "chrono-tz",
+ "crossbeam-queue",
  "fast-float2",
+ "fastrand",
  "flate2",
  "fs4",
  "futures",
  "glob",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "home",
  "itoa",
  "memchr",
  "memmap2",
  "num-traits",
  "object_store",
+ "parking_lot",
  "percent-encoding",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-core",
  "polars-error",
  "polars-json",
@@ -1771,28 +1873,29 @@ dependencies = [
  "polars-schema",
  "polars-time",
  "polars-utils",
+ "rand 0.10.3",
  "rayon",
  "regex",
  "reqwest",
- "ryu",
  "serde",
  "serde_json",
  "simd-json",
  "simdutf8",
  "tokio",
+ "zmij",
  "zstd",
 ]
 
 [[package]]
 name = "polars-json"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3dd2126daebf58da564fc5840cd55eb8eb2479d24dfced0a1aea2178a9b33b12"
+checksum = "495117c99362a05d4ea744c21f54d570991fd8ae3ec9dfb1f0e01f055747553f"
 dependencies = [
  "chrono",
  "chrono-tz",
  "fallible-streaming-iterator",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "indexmap",
  "itoa",
  "num-traits",
@@ -1800,16 +1903,16 @@ dependencies = [
  "polars-compute",
  "polars-error",
  "polars-utils",
- "ryu",
  "simd-json",
  "streaming-iterator",
+ "zmij",
 ]
 
 [[package]]
 name = "polars-lazy"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea136c360d03aafe56e0233495e30044ce43639b8b0360a4a38e840233f048a1"
+checksum = "79654a98520b5df9be08ce5004be90a5c8004d0f73d54500c1aa923874ec84f3"
 dependencies = [
  "bitflags",
  "chrono",
@@ -1817,7 +1920,9 @@ dependencies = [
  "futures",
  "memchr",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-core",
  "polars-expr",
  "polars-io",
@@ -1835,11 +1940,10 @@ dependencies = [
 
 [[package]]
 name = "polars-mem-engine"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f6e455ceb6e5aee7ed7d5c8944104e66992173e03a9c42f9670226318672249"
+checksum = "843e77a0987bea00063c227cbb889f30e754942b42851043cd9f90403e516ca2"
 dependencies = [
- "futures",
  "memmap2",
  "polars-arrow",
  "polars-core",
@@ -1856,19 +1960,41 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "polars-ooc"
+version = "0.55.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "265c422c52d04c876a07cd688fe0da2c43c6597cdaff36e34746c443ec2e9fdb"
+dependencies = [
+ "async-trait",
+ "boxcar",
+ "libc",
+ "polars-async",
+ "polars-config",
+ "polars-core",
+ "polars-error",
+ "polars-io",
+ "polars-utils",
+ "rand 0.10.3",
+ "rand_distr",
+ "thread_local",
+ "tokio",
+ "uuid",
+]
+
 [[package]]
 name = "polars-ops"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7b59c80a019ef0e6f09b4416d2647076a52839305c9eb11919e8298ec667f853"
+checksum = "a3eeac77f1380bc8ba40ae9a9512911697952dfd3cfa48013f98a477e7ec6771"
 dependencies = [
  "argminmax",
- "base64",
+ "base64 0.22.1",
  "bytemuck",
  "chrono",
  "chrono-tz",
  "either",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "hex",
  "indexmap",
  "jsonpath_lib_polars_vendor",
@@ -1876,13 +2002,14 @@ dependencies = [
  "memchr",
  "num-traits",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
  "polars-core",
  "polars-error",
  "polars-json",
  "polars-schema",
  "polars-utils",
- "rand 0.9.1",
+ "rand 0.10.3",
  "rand_distr",
  "rayon",
  "regex",
@@ -1896,25 +2023,28 @@ dependencies = [
 
 [[package]]
 name = "polars-parquet"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93c2439d127c59e6bfc9d698419bdb45210068a6f501d44e6096429ad72c2eaa"
+checksum = "d33a17979d2afa0309437478662cf996361a6e1768bf467db82bd4f4a9443064"
 dependencies = [
  "async-stream",
- "base64",
+ "base64 0.22.1",
  "brotli",
  "bytemuck",
  "ethnum",
  "flate2",
  "futures",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
  "lz4",
  "num-traits",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-error",
  "polars-parquet-format",
  "polars-utils",
+ "regex",
  "serde",
  "simdutf8",
  "snap",
@@ -1934,23 +2064,29 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65b4619f5c7e9b91f18611c9ed82ebeee4b10052160825c1316ecf4dbd4d97e6"
+checksum = "467bd857c46405807e6645942be2de284aa43bc503fc6d20efb16e1adf25b7a6"
 dependencies = [
  "bitflags",
+ "blake3",
  "bytemuck",
  "bytes",
  "chrono",
  "chrono-tz",
+ "digest-io",
  "either",
  "futures",
- "hashbrown 0.16.1",
+ "hashbrown 0.17.1",
+ "hex",
+ "indexmap",
  "memmap2",
  "num-traits",
  "percent-encoding",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-core",
  "polars-error",
  "polars-io",
@@ -1965,18 +2101,20 @@ dependencies = [
  "sha2",
  "slotmap",
  "strum_macros",
+ "tokio",
  "version_check",
 ]
 
 [[package]]
 name = "polars-row"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a18d232f25b83032e280a279a1f40beb8a6f8fc43907b13dc07b1c56f3b11eea"
+checksum = "71ac05187ac33abcfe9b7c997f0cd2ea9bfe8e04e9018d343e16fb2b64e2f5bb"
 dependencies = [
  "bitflags",
  "bytemuck",
  "polars-arrow",
+ "polars-buffer",
  "polars-compute",
  "polars-dtype",
  "polars-error",
@@ -1985,9 +2123,9 @@ dependencies = [
 
 [[package]]
 name = "polars-schema"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f73e21d429ae1c23f442b0220ccfe773a9734a44e997b5062a741842909d9441"
+checksum = "dacc161d9b647e4b936836a07d731cec06e2ed2c7d51a7f7565b5ce7767dcf40"
 dependencies = [
  "indexmap",
  "polars-error",
@@ -1998,9 +2136,9 @@ dependencies = [
 
 [[package]]
 name = "polars-sql"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e67ac1cbb0c972a57af3be12f19aa9803898863fe95c33cdd39df05f5738a75"
+checksum = "ae4b287917a1c50b9fab9618c32d3ac8c4b18ef1c61aded55d065c97c921c793"
 dependencies = [
  "bitflags",
  "hex",
@@ -2011,7 +2149,6 @@ dependencies = [
  "polars-plan",
  "polars-time",
  "polars-utils",
- "rand 0.9.1",
  "regex",
  "serde",
  "sqlparser",
@@ -2019,49 +2156,54 @@ dependencies = [
 
 [[package]]
 name = "polars-stream"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2ff19612074640a9d65e5928b7223db76ffee63e55b276f1e466d06719eb7362"
+checksum = "b173c0c52f53ca930f3b59bc56a5854a650eb9555d67bba9022051714bc0b88f"
 dependencies = [
  "async-channel",
  "async-trait",
- "atomic-waker",
  "bitflags",
+ "bytes",
+ "chrono",
  "chrono-tz",
  "crossbeam-channel",
- "crossbeam-deque",
  "crossbeam-queue",
- "crossbeam-utils",
  "futures",
- "memmap2",
+ "memchr",
+ "num-traits",
  "parking_lot",
  "percent-encoding",
- "pin-project-lite",
  "polars-arrow",
+ "polars-async",
+ "polars-buffer",
  "polars-compute",
+ "polars-config",
  "polars-core",
  "polars-error",
  "polars-expr",
  "polars-io",
+ "polars-json",
  "polars-mem-engine",
+ "polars-ooc",
  "polars-ops",
  "polars-parquet",
  "polars-plan",
  "polars-time",
  "polars-utils",
- "rand 0.9.1",
  "rayon",
  "recursive",
+ "serde_json",
  "slotmap",
  "tokio",
+ "uuid",
  "version_check",
 ]
 
 [[package]]
 name = "polars-time"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddce7a9f81d5f47d981bcee4a8db004f9596bb51f0f4d9d93667a1a00d88166c"
+checksum = "bff76883a07b033d9191e6d6ff86ee696770bcc462241666a8ccdddff1afdbc2"
 dependencies = [
  "atoi_simd",
  "bytemuck",
@@ -2082,10 +2224,11 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.52.0"
+version = "0.55.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "667c1bc2d2313f934d711f6e3b58d8d9f80351d14ea60af936a26b7dfb06e309"
+checksum = "88aa5ed59ba6f52190b3368d3d9536f95c8c2ab161ee08a22bb3f4319a11a9bd"
 dependencies = [
+ "argminmax",
  "bincode",
  "bytemuck",
  "bytes",
@@ -2093,13 +2236,17 @@ dependencies = [
  "either",
  "flate2",
  "foldhash 0.2.0",
- "hashbrown 0.16.1",
+ "futures",
+ "half",
+ "hashbrown 0.17.1",
  "indexmap",
  "libc",
  "memmap2",
+ "num-derive",
  "num-traits",
+ "polars-config",
  "polars-error",
- "rand 0.9.1",
+ "rand 0.10.3",
  "raw-cpuid",
  "rayon",
  "regex",
@@ -2109,15 +2256,17 @@ dependencies = [
  "serde_stacker",
  "slotmap",
  "stacker",
+ "sysinfo",
+ "tokio",
  "uuid",
  "version_check",
 ]
 
 [[package]]
 name = "potential_utf"
-version = "0.1.2"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5a7c30837279ca13e7c867e9e40053bc68740f988cb07f7ca6df43cc734b585"
+checksum = "d83eb9bc6d8e5cf568e7a1101d60ee05e81ed50ea106026f3d18deeb046d7661"
 dependencies = [
  "zerovec",
 ]
@@ -2133,27 +2282,28 @@ dependencies = [
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.95"
+version = "1.0.107"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02b3e5e68a3a1a02aad3ec490a98007cbc13c37cbe84a3cd7b8e406d76e7f778"
+checksum = "985e7ec9bb745e6ce6535b544d84d6cd6f7ad8bd711c398938ae983b91a766d9"
 dependencies = [
  "unicode-ident",
 ]
 
 [[package]]
 name = "psm"
-version = "0.1.26"
+version = "0.1.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e944464ec8536cd1beb0bbfd96987eb5e3b72f2ecdafdc5c769a37f1fa2ae1f"
+checksum = "4dcd034599e63b970727f70d79e02d62390a4a84f7c6b827c27c46d5ac3fa622"
 dependencies = [
+ "ar_archive_writer",
  "cc",
 ]
 
 [[package]]
 name = "quick-xml"
-version = "0.37.5"
+version = "0.39.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "331e97a1af0bf59823e6eadffe373d7b27f485be8748f71471c662c1f269b7fb"
+checksum = "cdcc8dd4e2f670d309a5f0e83fe36dfdc05af317008fea29144da1a2ac858e5e"
 dependencies = [
  "memchr",
  "serde",
@@ -2161,9 +2311,9 @@ dependencies = [
 
 [[package]]
 name = "quinn"
-version = "0.11.8"
+version = "0.11.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "626214629cda6781b6dc1d316ba307189c85ba657213ce642d9c77670f8202c8"
+checksum = "4051e23e9185c255a7e33ef59cdbca87a22d359052eecd22fc6b901fb37d9d11"
 dependencies = [
  "bytes",
  "cfg_aliases",
@@ -2181,14 +2331,15 @@ dependencies = [
 
 [[package]]
 name = "quinn-proto"
-version = "0.11.12"
+version = "0.11.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49df843a9161c85bb8aae55f101bc0bac8bcafd637a620d9122fd7e0b2f7422e"
+checksum = "a9746dbde176634f4f2f1faf2404e30a31b2bc1e9cafb5329c95d8177a18c9fc"
 dependencies = [
  "bytes",
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
  "lru-slab",
- "rand 0.9.1",
+ "rand 0.10.3",
+ "rand_pcg 0.10.2",
  "ring",
  "rustc-hash",
  "rustls",
@@ -2202,23 +2353,23 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.13"
+version = "0.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcebb1209ee276352ef14ff8732e24cc2b02bbac986cd74a4c81bcb2f9881970"
+checksum = "35a133f956daabe89a61a685c2649f13d82d5aa4bd5d12d1277e1072a21c0694"
 dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
  "socket2",
  "tracing",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.40"
+version = "1.0.47"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1885c039570dc00dcb4ff087a89e185fd56bae234ddc7f056a945bf36467248d"
+checksum = "1fbf4db142a473a8d80c26bbf18454ed458bf8d26c8219c331daecfdbd079001"
 dependencies = [
  "proc-macro2",
 ]
@@ -2229,25 +2380,32 @@ version = "5.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
 
+[[package]]
+name = "r-efi"
+version = "6.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8dcc9c7d52a811697d2151c701e0d08956f92b0e24136cf4cf27b57a6a0d9bf"
+
 [[package]]
 name = "rand"
-version = "0.8.5"
+version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+checksum = "e058c7de0b26af77780c769414d6257830bb240f3c38477dbc2c16e5f54d6d4c"
 dependencies = [
  "libc",
- "rand_chacha 0.3.1",
+ "rand_chacha",
  "rand_core 0.6.4",
 ]
 
 [[package]]
 name = "rand"
-version = "0.9.1"
+version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9fbfd9d094a40bf3ae768db9361049ace4c0e04a4fd6b359518bd7b73a73dd97"
+checksum = "65c9fb96cbc91e3478eaae79a69fcd3f1ae4ad052e471fe6732fff548984b4af"
 dependencies = [
- "rand_chacha 0.9.0",
- "rand_core 0.9.3",
+ "chacha20",
+ "getrandom 0.4.3",
+ "rand_core 0.10.1",
 ]
 
 [[package]]
@@ -2260,42 +2418,29 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
-[[package]]
-name = "rand_chacha"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
-dependencies = [
- "ppv-lite86",
- "rand_core 0.9.3",
-]
-
 [[package]]
 name = "rand_core"
 version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
 ]
 
 [[package]]
 name = "rand_core"
-version = "0.9.3"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
-dependencies = [
- "getrandom 0.3.3",
-]
+checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
 
 [[package]]
 name = "rand_distr"
-version = "0.5.1"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
+checksum = "4d431c2703ccf129de4d45253c03f49ebb22b97d6ad79ee3ecfc7e3f4862c1d8"
 dependencies = [
  "num-traits",
- "rand 0.9.1",
+ "rand 0.10.3",
 ]
 
 [[package]]
@@ -2307,20 +2452,29 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
+[[package]]
+name = "rand_pcg"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "caa0f4137e1c0a72f4c651489402276c8e8e1cf081f3b0ba156d2cbeef09e86a"
+dependencies = [
+ "rand_core 0.10.1",
+]
+
 [[package]]
 name = "raw-cpuid"
-version = "11.5.0"
+version = "11.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6df7ab838ed27997ba19a4664507e6f82b41fe6e20be42929332156e5e85146"
+checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
 dependencies = [
  "bitflags",
 ]
 
 [[package]]
 name = "rayon"
-version = "1.10.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b418a60154510ca1a002a752ca9714984e21e4241e804d32555251faf8b78ffa"
+checksum = "fb39b166781f92d482534ef4b4b1b2568f42613b53e5b6c160e24cfbfa30926d"
 dependencies = [
  "either",
  "rayon-core",
@@ -2328,9 +2482,9 @@ dependencies = [
 
 [[package]]
 name = "rayon-core"
-version = "1.12.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1465873a3dfdaa8ae7cb14b4383657caab0b3e8a0aa9ae8e04b044854c8dfce2"
+checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
 dependencies = [
  "crossbeam-deque",
  "crossbeam-utils",
@@ -2353,43 +2507,43 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "redox_syscall"
-version = "0.5.13"
+version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d04b7d0ee6b4a0207a0a7adb104d23ecb0b47d6beae7152d0fa34b692b29fd6"
+checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
  "bitflags",
 ]
 
 [[package]]
 name = "ref-cast"
-version = "1.0.24"
+version = "1.0.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a0ae411dbe946a674d89546582cea4ba2bb8defac896622d6496f14c23ba5cf"
+checksum = "7e440fb4e4b4147295338efb76001ab9e4efc0e5839df2c47fc5ac2381d365c3"
 dependencies = [
  "ref-cast-impl",
 ]
 
 [[package]]
 name = "ref-cast-impl"
-version = "1.0.24"
+version = "1.0.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1165225c21bff1f3bbce98f5a1f889949bc902d3575308cc7b0de30b4f6d27c7"
+checksum = "92ecd8964f8453721699a1ed72037b0db49ce2f5a5138486ee89bed6f67cdf3a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.1"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b544ef1b4eac5dc2db33ea63606ae9ffcfac26c1416a2806ae0bf5f56b201191"
+checksum = "f020237b6c8eed93db2e2cb53c00c60a8e1bc73da7d073199a1180401450218d"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2399,9 +2553,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.9"
+version = "0.4.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "809e8dc61f6de73b46c85f4c96486310fe304c434cfa43669d7b40f711150908"
+checksum = "ad8553b9b26413251cbf30e620595c7a41b3887f03da04579c0e6b0d6a06b4b2"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -2410,23 +2564,23 @@ dependencies = [
 
 [[package]]
 name = "regex-lite"
-version = "0.1.6"
+version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53a49587ad06b26609c52e423de037e7f57f20d53535d66e08c695f347df952a"
+checksum = "cab834c73d247e67f4fae452806d17d3c7501756d98c8808d7c9c7aa7d18f973"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.5"
+version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
+checksum = "d6f6ff9a378485b298a5286656da665ba74413d36db0979633275d2e708145d4"
 
 [[package]]
 name = "reqwest"
-version = "0.12.22"
+version = "0.12.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbc931937e6ca3a06e3b6c0aa7841849b160a90351d6ab467a8b9b9959767531"
+checksum = "eddd3ca559203180a307f12d114c268abf583f59b03cb906fd0b3ff8646c1147"
 dependencies = [
- "base64",
+ "base64 0.22.1",
  "bytes",
  "futures-core",
  "futures-util",
@@ -2470,7 +2624,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -2478,49 +2632,40 @@ dependencies = [
 
 [[package]]
 name = "rmp"
-version = "0.8.14"
+version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "228ed7c16fa39782c3b3468e974aec2795e9089153cd08ee2e9aefb3613334c4"
+checksum = "4ba8be72d372b2c9b35542551678538b562e7cf86c3315773cae48dfbfe7790c"
 dependencies = [
- "byteorder",
  "num-traits",
- "paste",
 ]
 
 [[package]]
 name = "rmp-serde"
-version = "1.3.0"
+version = "1.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52e599a477cf9840e92f2cde9a7189e67b42c57532749bf90aea6ec10facd4db"
+checksum = "72f81bee8c8ef9b577d1681a70ebbc962c232461e397b22c208c43c04b67a155"
 dependencies = [
- "byteorder",
  "rmp",
  "serde",
 ]
 
-[[package]]
-name = "rustc-demangle"
-version = "0.1.25"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "989e6739f80c4ad5b13e0fd7fe89531180375b18520cc8c82080e4dc4035b84f"
-
 [[package]]
 name = "rustc-hash"
-version = "2.1.1"
+version = "2.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "357703d41365b4b27c590e3ed91eabb1b663f07c4c084095e60cbed4362dff0d"
+checksum = "6b1e7f9a428571be2dc5bc0505c13fb6bf936822b894ec87abf8a08a4e51742d"
 
 [[package]]
 name = "rustix"
-version = "1.0.7"
+version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c71e83d6afe7ff64890ec6b71d6a69bb8a610ab78ce364b3352876bb4c801266"
+checksum = "891efababe418670775f199f0d233d84843c227a0949a883ce15b37c78d6629d"
 dependencies = [
  "bitflags",
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2545,14 +2690,14 @@ dependencies = [
  "inventory",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "rustls"
-version = "0.23.28"
+version = "0.23.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7160e3e10bf4535308537f3c4e1641468cd0e485175d6163087c0393c7d46643"
+checksum = "0d41d731c7d2f962d1ccc364cec258de3c0e93b38c2fb3ba97ac74513048d634"
 dependencies = [
  "once_cell",
  "ring",
@@ -2564,9 +2709,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-native-certs"
-version = "0.8.1"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcff2dd52b58a8d98a70243663a0d234c4e2b79235637849d15913394a247d3"
+checksum = "dab5152771c58876a2146916e53e35057e1a4dfa2b9df0f0305b07f611fdea4d"
 dependencies = [
  "openssl-probe",
  "rustls-pki-types",
@@ -2576,9 +2721,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.12.0"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
+checksum = "2f4925028c7eb5d1fcdaf196971378ed9d2c1c4efc7dc5d011256f76c99c0a96"
 dependencies = [
  "web-time",
  "zeroize",
@@ -2586,9 +2731,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.3"
+version = "0.103.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4a72fe2bcf7a6ac6fd7d0b9e5cb68aeb7d4c0a0271730218b3e92d43b4eb435"
+checksum = "f3c3cf1d8b1e7d4927e2d154c3fcb02979afb9939629c62cd9048d4f07b60ac2"
 dependencies = [
  "ring",
  "rustls-pki-types",
@@ -2597,15 +2742,15 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.21"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a0d197bd2c9dc6e53b84da9556a69ba4cdfab8619eb41a8bd1cc2027a0f6b1d"
+checksum = "cf54715a573b99ac80df0bc206da022bcd442c974952c7b9720069370852e21f"
 
 [[package]]
 name = "ryu"
-version = "1.0.20"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
+checksum = "9774ba4a74de5f7b1c1451ed6cd5285a32eddb5cccb8cc655a4e50009e06477f"
 
 [[package]]
 name = "same-file"
@@ -2618,11 +2763,11 @@ dependencies = [
 
 [[package]]
 name = "schannel"
-version = "0.1.27"
+version = "0.1.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f29ebaa345f945cec9fbbc532eb307f0fdad8161f281b6369539c8d84876b3d"
+checksum = "91c1b7e4904c873ef0710c1f407dde2e6287de2bebc1bbbf7d430bb7cbffd939"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2633,9 +2778,9 @@ checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
 [[package]]
 name = "security-framework"
-version = "3.2.0"
+version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "271720403f46ca04f7ba6f55d438f8bd878d6b8ca0a1046e8228c4145bcbb316"
+checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
  "bitflags",
  "core-foundation",
@@ -2646,9 +2791,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework-sys"
-version = "2.14.0"
+version = "2.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32"
+checksum = "6ce2691df843ecc5d231c0b14ece2acc3efb62c0a398c7e1d875f3983ce020e3"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -2656,9 +2801,9 @@ dependencies = [
 
 [[package]]
 name = "serde"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8e94ea7f378bd32cbbd37198a4a91436180c5bb472411e48b5ec2e2124ae9e"
+checksum = "4148590afebada386688f18773da617792bf2ef03ffc1e4cbd2b1d45b023e0ba"
 dependencies = [
  "serde_core",
  "serde_derive",
@@ -2666,44 +2811,46 @@ dependencies = [
 
 [[package]]
 name = "serde_core"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d385c7d4ca58e59fc732af25c3983b67ac852c1a25000afe1175de458b67ad"
+checksum = "67dca2c9c51e58a4791a4b1ed58308b39c64224d349a935ab5039aa360942a48"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.228"
+version = "1.0.229"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
+checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.140"
+version = "1.0.151"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20068b6e96dc6c9bd23e01df8827e6c7e1f2fddd43c21810382803c136b99373"
+checksum = "c841b55ecdae098c80dcae9cf767f6f8a0c2cdb3416bbef72181df4d0fe73f14"
 dependencies = [
  "indexmap",
  "itoa",
  "memchr",
- "ryu",
  "serde",
+ "serde_core",
+ "zmij",
 ]
 
 [[package]]
 name = "serde_stacker"
-version = "0.1.12"
+version = "0.1.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69c8defe6c780725cce4ec6ad3bd91e321baf6fa4e255df1f31e345d507ef01a"
+checksum = "d4936375d50c4be7eff22293a9344f8e46f323ed2b3c243e52f89138d9bb0f4a"
 dependencies = [
  "serde",
+ "serde_core",
  "stacker",
 ]
 
@@ -2721,26 +2868,26 @@ dependencies = [
 
 [[package]]
 name = "sha2"
-version = "0.10.9"
+version = "0.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
+checksum = "446ba717509524cb3f22f17ecc096f10f4822d76ab5c0b9822c5f9c284e825f4"
 dependencies = [
  "cfg-if",
  "cpufeatures",
- "digest",
+ "digest 0.11.3",
 ]
 
 [[package]]
 name = "shlex"
-version = "1.3.0"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
+checksum = "f8fadd59c855ef2080decdef8ff161eb6661b86933c9d82e5ba29dc602a55aba"
 
 [[package]]
 name = "signal-hook"
-version = "0.3.18"
+version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d881a16cf4426aa584979d30bd82cb33429027e42122b169753d6ef1085ed6e2"
+checksum = "b2a0c28ca5908dbdbcd52e6fdaa00358ab88637f8ab33e1f188dd510eb44b53d"
 dependencies = [
  "libc",
  "signal-hook-registry",
@@ -2748,22 +2895,28 @@ dependencies = [
 
 [[package]]
 name = "signal-hook-registry"
-version = "1.4.5"
+version = "1.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9203b8055f63a2a00e2f593bb0510367fe707d7ff1e5c872de2f537b339e5410"
+checksum = "c4db69cba1110affc0e9f7bcd48bbf87b3f4fc7c61fc9155afd4c469eb3d6c1b"
 dependencies = [
+ "errno",
  "libc",
 ]
 
+[[package]]
+name = "simd-adler32"
+version = "0.3.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3a219298ac11a56ea9a6d2120044824d6f01aeb034955e7af7bc16858527deea"
+
 [[package]]
 name = "simd-json"
-version = "0.17.0"
+version = "0.17.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4255126f310d2ba20048db6321c81ab376f6a6735608bf11f0785c41f01f64e3"
+checksum = "e32d7ab2678282d21e53374fbead7119b7eacbede73685dcaac472870a29a11c"
 dependencies = [
  "ahash",
  "halfbrown",
- "once_cell",
  "ref-cast",
  "serde",
  "serde_json",
@@ -2779,73 +2932,86 @@ checksum = "e3a9fe34e3e7a50316060351f37187a3f546bce95496156754b601a5fa71b76e"
 
 [[package]]
 name = "siphasher"
-version = "1.0.1"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
+checksum = "33f4fe9184a62d842c9ef383018f3306d8ba224fd9d836f56d7288308847c256"
 
 [[package]]
 name = "slab"
-version = "0.4.10"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04dc19736151f35336d325007ac991178d504a119863a2fcb3758cdb5e52c50d"
+checksum = "0c790de23124f9ab44544d7ac05d60440adc586479ce501c1d6d7da3cd8c9cf5"
 
 [[package]]
 name = "slotmap"
-version = "1.0.7"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbff4acf519f630b3a3ddcfaea6c06b42174d9a44bc70c620e9ed1649d58b82a"
+checksum = "bdd58c3c93c3d278ca835519292445cb4b0d4dc59ccfdf7ceadaab3f8aeb4038"
 dependencies = [
  "version_check",
 ]
 
 [[package]]
 name = "smallvec"
-version = "1.15.1"
+version = "1.16.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
+checksum = "f9395f0f0eee849a9b707b2f06bb92a6a422090e2123bb2ef8e87a0e61892a8e"
 
 [[package]]
 name = "snap"
-version = "1.1.1"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
+checksum = "199905e6153d6405f9728fe44daace35f8f837bbf830bb6e85fbd5828709a886"
 
 [[package]]
 name = "socket2"
-version = "0.5.10"
+version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e22376abed350d73dd1cd119b57ffccad95b4e585a7cda43e286245ce23c0678"
+checksum = "c3d1e2c7f27f8d4cb10542a02c49005dbd6e93095799d6f3be745fae9f8fedd4"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "sqlparser"
-version = "0.53.0"
+version = "0.62.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05a528114c392209b3264855ad491fcce534b94a38771b0a0b97a79379275ce8"
+checksum = "13c6d1b651dc4edf07eead2a0c6c78016ce971bc2c10da5266861b13f25e7cec"
 dependencies = [
  "log",
+ "recursive",
+ "sqlparser_derive",
+]
+
+[[package]]
+name = "sqlparser_derive"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6dd45d8fc1c79299bfbb7190e42ccbbdf6a5f52e4a6ad98d92357ea965bd289"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "stable_deref_trait"
-version = "1.2.0"
+version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
+checksum = "6ce2be8dc25455e1f91df71bfa12ad37d7af1092ae736f3a6cd0e37bc7810596"
 
 [[package]]
 name = "stacker"
-version = "0.1.21"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cddb07e32ddb770749da91081d8d0ac3a16f1a569a18b20348cd371f5dead06b"
+checksum = "707f49d46706bacf8a2b00d51dace3f9de527c13eec3778f570c411f89e69967"
 dependencies = [
  "cc",
  "cfg-if",
  "libc",
  "psm",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2877,14 +3043,14 @@ checksum = "fe895eb47f22e2ddd4dabc02bce419d2e643c8e3b585c78158b349195bc24d82"
 
 [[package]]
 name = "strum_macros"
-version = "0.27.2"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7695ce3845ea4b33927c055a39dc438a45b059f7c1b3d91d38d10355fb8cbca7"
+checksum = "ab85eea0270ee17587ed4156089e10b9e6880ee688791d45a905f5b1ca36f664"
 dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
@@ -2895,9 +3061,20 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "syn"
-version = "2.0.104"
+version = "2.0.119"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "3.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17b6f705963418cdb9927482fa304bc562ece2fdd4f616084c50b7023b435a40"
+checksum = "8593e8e72159ed2257d083c7a454a85cbf854f37a0966d8d483aff8c8a3ebcee"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2915,94 +3092,105 @@ dependencies = [
 
 [[package]]
 name = "synstructure"
-version = "0.13.2"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
+checksum = "901704edd0dfe137f1987838ee4f259e4e063c31371bdb423f7ae38ec6f77f02"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
+]
+
+[[package]]
+name = "sysinfo"
+version = "0.39.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2071df9448915b71c4fe6d25deaf1c22f12bd234f01540b77312bb8e41361e6"
+dependencies = [
+ "libc",
+ "memchr",
+ "ntapi",
+ "objc2-core-foundation",
+ "objc2-io-kit",
+ "windows",
 ]
 
 [[package]]
 name = "thiserror"
-version = "2.0.12"
+version = "2.0.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "567b8a2dae586314f7be2a752ec7474332959c6460e02bde30d702a66d488708"
+checksum = "09e52cb86a36cede5cb101bf8908837b3e4c6e5e59fe7fd85c23fb56200d189e"
 dependencies = [
  "thiserror-impl",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.12"
+version = "2.0.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f7cf42b4507d8ea322120659672cf1b9dbb93f8f2d4ecfd6e51350ff5b17a1d"
+checksum = "fe5197923287db20a58125f0bc85c062f7f2c892de97b18c356f9efb14b28524"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
-name = "tinystr"
-version = "0.8.1"
+name = "thread_local"
+version = "1.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d4f6d1145dcb577acf783d4e601bc1d76a13337bb54e6233add580b07344c8b"
+checksum = "1ad99c4c6d32803332c548b1af0540b357b3f5fc0be8f6c6bfe8b2e6ae784070"
 dependencies = [
- "displaydoc",
- "zerovec",
+ "cfg-if",
 ]
 
 [[package]]
-name = "tinyvec"
-version = "1.9.0"
+name = "tinystr"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09b3661f17e86524eccd4371ab0429194e0d7c008abb45f7a7495b1719463c71"
+checksum = "b1e27c91459209c2986af3dcf603a5a74a4368754ce37414f59acc971167f643"
 dependencies = [
- "tinyvec_macros",
+ "displaydoc",
+ "zerovec",
 ]
 
 [[package]]
-name = "tinyvec_macros"
-version = "0.1.1"
+name = "tinyvec"
+version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
+checksum = "fd3ca314f692efd6c868f8408f53fe444634a845f96c028b97d35f6a1f79f0ee"
 
 [[package]]
 name = "tokio"
-version = "1.46.1"
+version = "1.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cc3a2344dafbe23a245241fe8b09735b521110d30fcefbbd5feb1797ca35d17"
+checksum = "202caea871b69668250d242070849eb495be178ed697a3e98aebce5bc81a0bed"
 dependencies = [
- "backtrace",
  "bytes",
- "io-uring",
  "libc",
  "mio",
  "pin-project-lite",
- "slab",
  "socket2",
  "tokio-macros",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.5.0"
+version = "2.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
+checksum = "78773a2a397f451582ce068015985c33193cf6dea8b74d2a639fe457b2f07b0e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "tokio-rustls"
-version = "0.26.2"
+version = "0.26.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e727b36a1a0e8b74c376ac2211e40c2c8af09fb4013c60d910495810f008e9b"
+checksum = "b0c85f2c3ef0b1cd58b36682f4b17aaa995f0e5db534d85692b4903abce21f67"
 dependencies = [
  "rustls",
  "tokio",
@@ -3010,22 +3198,23 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.15"
+version = "0.7.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66a539a9ad6d5d281510d5bd368c973d636c02dbf8a67300bfb6b950696ad7df"
+checksum = "494815d09bf52b5548659851081238f0ca39ff638363907596da739561c62c52"
 dependencies = [
  "bytes",
  "futures-core",
  "futures-sink",
+ "libc",
  "pin-project-lite",
  "tokio",
 ]
 
 [[package]]
 name = "tower"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
+checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
@@ -3038,20 +3227,20 @@ dependencies = [
 
 [[package]]
 name = "tower-http"
-version = "0.6.6"
+version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adc82fd73de2a9722ac5da747f12383d2bfdb93591ee6c58486e0097890f05f2"
+checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
 dependencies = [
  "bitflags",
  "bytes",
  "futures-util",
  "http",
  "http-body",
- "iri-string",
  "pin-project-lite",
  "tower",
  "tower-layer",
  "tower-service",
+ "url",
 ]
 
 [[package]]
@@ -3068,9 +3257,9 @@ checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.41"
+version = "0.1.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
+checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
  "pin-project-lite",
  "tracing-attributes",
@@ -3079,20 +3268,20 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.30"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "tracing-core"
-version = "0.1.34"
+version = "0.1.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
+checksum = "db97caf9d906fbde555dd62fa95ddba9eecfd14cb388e4f491a66d74cd5fb79a"
 dependencies = [
  "once_cell",
 ]
@@ -3105,21 +3294,21 @@ checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
 [[package]]
 name = "typenum"
-version = "1.18.0"
+version = "1.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
+checksum = "b6f5e870be6c3b371b77fe0ee0bafb859fa4964b4404c27de1d380043c4dda20"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.18"
+version = "1.0.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
+checksum = "d245f478577f809a851594d02313b640fb437e0bb33866753cff937863096954"
 
 [[package]]
 name = "unicode-normalization"
-version = "0.1.24"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5033c97c4262335cded6d6fc3e5c18ab755e1a3dc96376350f3d8e9f009ad956"
+checksum = "5fd4f6878c9cb28d874b009da9e8d183b5abc80117c40bbd187a1fde336be6e8"
 dependencies = [
  "tinyvec",
 ]
@@ -3135,9 +3324,9 @@ dependencies = [
 
 [[package]]
 name = "unicode-segmentation"
-version = "1.12.0"
+version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f6ccf251212114b54433ec949fd6a7841275f9ada20dddd2f29e9ceea4501493"
+checksum = "c6f5d3c3b1bf09027a88a6bc961fc00497d651009560b5463668dc81b0fa87a8"
 
 [[package]]
 name = "untrusted"
@@ -3153,13 +3342,14 @@ checksum = "6d49784317cd0d1ee7ec5c716dd598ec5b4483ea832a2dced265471cc0f690ae"
 
 [[package]]
 name = "url"
-version = "2.5.4"
+version = "2.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32f8b686cadd1473f4bd0117a5d28d36b1ade384ea9b5069a1c40aefed7fda60"
+checksum = "ff67a8a4397373c3ef660812acab3268222035010ab8680ec4215f38ba3d0eed"
 dependencies = [
  "form_urlencoded",
  "idna",
  "percent-encoding",
+ "serde",
 ]
 
 [[package]]
@@ -3170,21 +3360,21 @@ checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
 [[package]]
 name = "uuid"
-version = "1.17.0"
+version = "1.26.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3cf4199d1e5d15ddd86a694e4d0dffa9c323ce759fea589f00fef9d81cc1931d"
+checksum = "2ef6dac1e96601b4fb3acccccff2139741fcb757cb9a36089bf5be91cfb285ce"
 dependencies = [
- "getrandom 0.3.3",
+ "getrandom 0.4.3",
  "js-sys",
- "serde",
+ "serde_core",
  "wasm-bindgen",
 ]
 
 [[package]]
 name = "value-trait"
-version = "0.12.1"
+version = "0.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e80f0c733af0720a501b3905d22e2f97662d8eacfe082a75ed7ffb5ab08cb59"
+checksum = "f3f4b4a98dfe54bc9ed3641af7ffcb837240269627dbd5cb047d13daa39736cc"
 dependencies = [
  "float-cmp",
  "halfbrown",
@@ -3230,58 +3420,43 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
 [[package]]
-name = "wasi"
-version = "0.14.2+wasi-0.2.4"
+name = "wasip2"
+version = "1.0.4+wasi-0.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9683f9a5a998d873c0d21fcbe3c083009670149a8fab228644b8bd36b2c48cb3"
+checksum = "b67efb37e106e55ce722a510d6b5f9c17f083e5fc79afc2badeb12cc313d9487"
 dependencies = [
- "wit-bindgen-rt",
+ "wit-bindgen",
 ]
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.100"
+version = "0.2.129"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
+checksum = "9bb54f33acc68fd454578d9820b0bde1a1a3d17aa17bb7b6595806d02886d409"
 dependencies = [
  "cfg-if",
  "once_cell",
  "rustversion",
  "wasm-bindgen-macro",
-]
-
-[[package]]
-name = "wasm-bindgen-backend"
-version = "0.2.100"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
-dependencies = [
- "bumpalo",
- "log",
- "proc-macro2",
- "quote",
- "syn",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.50"
+version = "0.4.79"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
+checksum = "3cbab34de2d982e9b48e18d216d04c4a6f641066ff19ffb699980f591ee3610e"
 dependencies = [
- "cfg-if",
  "js-sys",
- "once_cell",
+ "tokio",
  "wasm-bindgen",
- "web-sys",
 ]
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.100"
+version = "0.2.129"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
+checksum = "2e29d0c35b16e224a7eeb5cd2d25e3e1968fbd65604117b44d3b789d00ee8535"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -3289,22 +3464,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.100"
+version = "0.2.129"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
+checksum = "6f501a8bc3719dba86ef8ae4728879c08001bea749eb1333ac5b91e040e2a6b7"
 dependencies = [
+ "bumpalo",
  "proc-macro2",
  "quote",
- "syn",
- "wasm-bindgen-backend",
+ "syn 3.0.6",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.100"
+version = "0.2.129"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
+checksum = "23f0c9c52aa7cd7d77769a4cfe2a9adb1b331f489a41d912ce14513d5ab995c6"
 dependencies = [
  "unicode-ident",
 ]
@@ -3324,9 +3499,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.77"
+version = "0.3.106"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
+checksum = "88261b9deccee56594c11a3460c462c41f58d148598fe70ad77070126a68aba4"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -3342,20 +3517,63 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "winapi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
+[[package]]
+name = "winapi-i686-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+
 [[package]]
 name = "winapi-util"
-version = "0.1.9"
+version = "0.1.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
+dependencies = [
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "windows"
+version = "0.62.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "527fadee13e0c05939a6a05d5bd6eec6cd2e3dbd648b9f8e447c6518133d8580"
+dependencies = [
+ "windows-collections",
+ "windows-core",
+ "windows-future",
+ "windows-numerics",
+]
+
+[[package]]
+name = "windows-collections"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
+checksum = "23b2d95af1a8a14a3c7367e1ed4fc9c20e0a26e79551b1454d72583c97cc6610"
 dependencies = [
- "windows-sys 0.59.0",
+ "windows-core",
 ]
 
 [[package]]
 name = "windows-core"
-version = "0.61.2"
+version = "0.62.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
+checksum = "b8e83a14d34d0623b51dce9581199302a221863196a1dde71a7663a4c2be9deb"
 dependencies = [
  "windows-implement",
  "windows-interface",
@@ -3364,77 +3582,89 @@ dependencies = [
  "windows-strings",
 ]
 
+[[package]]
+name = "windows-future"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d6f90251fe18a279739e78025bd6ddc52a7e22f921070ccdc67dde84c605cb"
+dependencies = [
+ "windows-core",
+ "windows-link",
+ "windows-threading",
+]
+
 [[package]]
 name = "windows-implement"
-version = "0.60.0"
+version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
+checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "windows-interface"
-version = "0.59.1"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
+checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "windows-link"
-version = "0.1.3"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
+checksum = "f0805222e57f7521d6a62e36fa9163bc891acd422f971defe97d64e70d0a4fe5"
 
 [[package]]
-name = "windows-result"
-version = "0.3.4"
+name = "windows-numerics"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
+checksum = "6e2e40844ac143cdb44aead537bbf727de9b044e107a0f1220392177d15b0f26"
 dependencies = [
+ "windows-core",
  "windows-link",
 ]
 
 [[package]]
-name = "windows-strings"
-version = "0.4.2"
+name = "windows-result"
+version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
+checksum = "7781fa89eaf60850ac3d2da7af8e5242a5ea78d1a11c49bf2910bb5a73853eb5"
 dependencies = [
  "windows-link",
 ]
 
 [[package]]
-name = "windows-sys"
-version = "0.52.0"
+name = "windows-strings"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
+checksum = "7837d08f69c77cf6b07689544538e017c1bfcf57e34b4c0ff58e6c2cd3b37091"
 dependencies = [
- "windows-targets 0.52.6",
+ "windows-link",
 ]
 
 [[package]]
 name = "windows-sys"
-version = "0.59.0"
+version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b"
+checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
- "windows-targets 0.52.6",
+ "windows-targets",
 ]
 
 [[package]]
 name = "windows-sys"
-version = "0.60.2"
+version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
+checksum = "ae137229bcbd6cdf0f7b80a31df61766145077ddf49416a728b02cb3921ff3fc"
 dependencies = [
- "windows-targets 0.53.2",
+ "windows-link",
 ]
 
 [[package]]
@@ -3443,30 +3673,23 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
 dependencies = [
- "windows_aarch64_gnullvm 0.52.6",
- "windows_aarch64_msvc 0.52.6",
- "windows_i686_gnu 0.52.6",
- "windows_i686_gnullvm 0.52.6",
- "windows_i686_msvc 0.52.6",
- "windows_x86_64_gnu 0.52.6",
- "windows_x86_64_gnullvm 0.52.6",
- "windows_x86_64_msvc 0.52.6",
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
 ]
 
 [[package]]
-name = "windows-targets"
-version = "0.53.2"
+name = "windows-threading"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c66f69fcc9ce11da9966ddb31a40968cad001c5bedeb5c2b82ede4253ab48aef"
+checksum = "3949bd5b99cafdf1c7ca86b43ca564028dfe27d66958f2470940f73d86d75b37"
 dependencies = [
- "windows_aarch64_gnullvm 0.53.0",
- "windows_aarch64_msvc 0.53.0",
- "windows_i686_gnu 0.53.0",
- "windows_i686_gnullvm 0.53.0",
- "windows_i686_msvc 0.53.0",
- "windows_x86_64_gnu 0.53.0",
- "windows_x86_64_gnullvm 0.53.0",
- "windows_x86_64_msvc 0.53.0",
+ "windows-link",
 ]
 
 [[package]]
@@ -3475,84 +3698,42 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
-
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
-[[package]]
-name = "windows_i686_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
@@ -3560,39 +3741,29 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
 [[package]]
-name = "windows_x86_64_msvc"
-version = "0.53.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
-
-[[package]]
-name = "wit-bindgen-rt"
-version = "0.39.0"
+name = "wit-bindgen"
+version = "0.57.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f42320e61fe2cfd34354ecb597f86f413484a798ba44a8ca1165c58d42da6c1"
-dependencies = [
- "bitflags",
-]
+checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
 [[package]]
 name = "writeable"
-version = "0.6.1"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+checksum = "3ad82d2a33cdc9674dc7465672f271e096168fcdbe0f799d9e6db8c5892679dc"
 
 [[package]]
 name = "xxhash-rust"
-version = "0.8.15"
+version = "0.8.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
+checksum = "aee1b19627c7c60102ab80d3a9cbe18de90bfe03bfa6c3715447681f0e8c8af6"
 
 [[package]]
 name = "yoke"
-version = "0.8.0"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+checksum = "709fe23a0424b6a435d82152b1bd3fdfb0833487d5fa90d05d42762a9891fef5"
 dependencies = [
- "serde",
  "stable_deref_trait",
  "yoke-derive",
  "zerofrom",
@@ -3600,68 +3771,68 @@ dependencies = [
 
 [[package]]
 name = "yoke-derive"
-version = "0.8.0"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
+checksum = "33811428bee40dbceb6d545e95754741d17a6aef9a4849f0fd62e2ba4f412a78"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.26"
+version = "0.8.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
+checksum = "c17e8fafad82b542ff3717217ecdc736231b59e387768c9630123b4ce4d2db44"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.26"
+version = "0.8.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
+checksum = "595f56e044df4f46a0c9a626f65c3d99eb8488f7e8a8baa12dd76326d9710bf2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.119",
 ]
 
 [[package]]
 name = "zerofrom"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "50cc42e0333e05660c3587f3bf9d0478688e15d870fab3346451ce7f8c9fbea5"
+checksum = "0ec05a11813ea801ff6d75110ad09cd0824ddba17dfe17128ea0d5f68e6c5272"
 dependencies = [
  "zerofrom-derive",
 ]
 
 [[package]]
 name = "zerofrom-derive"
-version = "0.1.6"
+version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
+checksum = "f75b4683f6c7f45248d4d64056a24298c6281e0993356d7d1b4a1a962ef10d4a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
  "synstructure",
 ]
 
 [[package]]
 name = "zeroize"
-version = "1.8.1"
+version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+checksum = "e13c156562582aa81c60cb29407084cdb54c4164760106ab78e6c5b0858cf64e"
 
 [[package]]
 name = "zerotrie"
-version = "0.2.2"
+version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+checksum = "4ea269c3bd32f0a32c321907a2ae912ba6f4649bb0fc764a15627e99a7095a3f"
 dependencies = [
  "displaydoc",
  "yoke",
@@ -3670,9 +3841,9 @@ dependencies = [
 
 [[package]]
 name = "zerovec"
-version = "0.11.2"
+version = "0.11.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a05eb080e015ba39cc9e23bbe5e7fb04d5fb040350f99f34e338d5fdd294428"
+checksum = "bb0464e17806c1d976d5cba29399c7f08e516e279e2ba493f63123b5fca67dd8"
 dependencies = [
  "yoke",
  "zerofrom",
@@ -3681,20 +3852,26 @@ dependencies = [
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.1"
+version = "0.11.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+checksum = "34df6fc39dbd26ddc9c10e6a2984476e13acce22e64e4487636ef494369225da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 3.0.6",
 ]
 
 [[package]]
 name = "zlib-rs"
-version = "0.5.1"
+version = "0.6.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b268e58e7c693d7c271f93ffc4ba3b380412554231c85bf61ca7af91042a4112"
+
+[[package]]
+name = "zmij"
+version = "1.0.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "626bd9fa9734751fc50d6060752170984d7053f5a39061f524cda68023d4db8a"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
 
 [[package]]
 name = "zstd"
@@ -3707,18 +3884,18 @@ dependencies = [
 
 [[package]]
 name = "zstd-safe"
-version = "7.2.4"
+version = "7.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+checksum = "64d80649ab6db9d9f6f9c80a40becd948eda4714a0a5ac8c4d157a32231c7882"
 dependencies = [
  "zstd-sys",
 ]
 
 [[package]]
 name = "zstd-sys"
-version = "2.0.15+zstd.1.5.7"
+version = "2.1.0+zstd.1.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb81183ddd97d0c74cedf1d50d85c8d08c1b8b68ee863bdee9e706eedba1a237"
+checksum = "0ef0a8027ec3ee71300ab3bcbcd0393f434aa72b91ca6d635a39941deae8eea0"
 dependencies = [
  "cc",
  "pkg-config",
diff --git a/native/explorer/Cargo.toml b/native/explorer/Cargo.toml
index 9bb21b719..73e1ca0a0 100644
--- a/native/explorer/Cargo.toml
+++ b/native/explorer/Cargo.toml
@@ -26,9 +26,9 @@ reqwest = { version = "0.12", default-features = false }
 tokio = { version = "1.40", default-features = false, features = [
   "rt",
 ], optional = true }
-object_store = { version = "0.12", default-features = false, optional = true }
-polars-arrow = "0.52"
-polars-lazy = "0.52"
+object_store = { version = "0.13", default-features = false, optional = true }
+polars-arrow = "0.55"
+polars-lazy = "0.55"
 
 # MiMalloc won´t compile on Windows with the GCC compiler.
 # On Linux with Musl it won´t load correctly.
@@ -36,7 +36,7 @@ polars-lazy = "0.52"
 mimalloc = { version = "*", default-features = false }
 
 [dependencies.polars]
-version = "0.52"
+version = "0.55"
 default-features = false
 features = [
   "abs",
@@ -88,7 +88,7 @@ features = [
 ]
 
 [dependencies.polars-ops]
-version = "0.52"
+version = "0.55"
 features = ["abs", "ewma", "cum_agg", "cov", "index_of", "rle"]
 
 [features]
diff --git a/native/explorer/rust-toolchain.toml b/native/explorer/rust-toolchain.toml
index c99756637..29d11dcd1 100644
--- a/native/explorer/rust-toolchain.toml
+++ b/native/explorer/rust-toolchain.toml
@@ -1,6 +1,6 @@
 # Analogous file in Polars for reference:
 # https://github.com/pola-rs/polars/blob/main/rust-toolchain.toml
 [toolchain]
-channel = "nightly-2025-10-24"
+channel = "nightly-2026-04-01"
 components = ["rustfmt", "clippy"]
 profile = "minimal"
diff --git a/native/explorer/src/cloud_writer.rs b/native/explorer/src/cloud_writer.rs
index fecced8c8..cff5ff243 100644
--- a/native/explorer/src/cloud_writer.rs
+++ b/native/explorer/src/cloud_writer.rs
@@ -1,6 +1,6 @@
 use crate::ExplorerError;
 use object_store::path::Path;
-use object_store::{ObjectMeta, ObjectStore};
+use object_store::{ObjectMeta, ObjectStore, ObjectStoreExt};
 use std::sync::Arc;
 
 use object_store::buffered::BufWriter as OSBufWriter;
diff --git a/native/explorer/src/dataframe.rs b/native/explorer/src/dataframe.rs
index 8e627cf4e..b57382eec 100644
--- a/native/explorer/src/dataframe.rs
+++ b/native/explorer/src/dataframe.rs
@@ -1,12 +1,12 @@
+use polars::frame::PivotColumnNaming;
 use polars::prelude::*;
-use polars_lazy::frame::pivot::PivotExpr;
-use polars_ops::pivot::{pivot_stable, PivotAgg};
 
 use polars_arrow::ffi;
 use std::collections::HashMap;
 
 use crate::datatypes::ExSeriesDtype;
 use crate::ex_expr_to_exprs;
+use crate::series::shuffle_option;
 use crate::{ExDataFrame, ExExpr, ExLazyFrame, ExSeries, ExplorerError};
 use either::Either;
 
@@ -101,7 +101,7 @@ pub fn df_concat_columns(dfs: Vec<ExDataFrame>) -> Result<ExDataFrame, ExplorerE
         .flat_map(|(idx, ex_df)| {
             let df = ex_df.clone_inner();
 
-            df.get_columns()
+            df.columns()
                 .iter()
                 .map(|col| {
                     let name = col.name();
@@ -120,7 +120,7 @@ pub fn df_concat_columns(dfs: Vec<ExDataFrame>) -> Result<ExDataFrame, ExplorerE
         })
         .collect::<Vec<Column>>();
 
-    let out_df = DataFrame::new(cols)?;
+    let out_df = DataFrame::new_infer_height(cols)?;
 
     Ok(ExDataFrame::new(out_df))
 }
@@ -212,10 +212,10 @@ pub fn df_sample_n(
 ) -> Result<ExDataFrame, ExplorerError> {
     let n_s = Series::new("n".into(), &[n]);
     let new_df = if groups.is_empty() {
-        df.sample_n(&n_s, replace, shuffle, seed)?
+        df.sample_n(&n_s, replace, shuffle_option(shuffle), seed)?
     } else {
         df.group_by_opt_order(groups, stable_groups)?
-            .apply(|df| df.sample_n(&n_s, replace, shuffle, seed))?
+            .apply(|df| df.sample_n(&n_s, replace, shuffle_option(shuffle), seed))?
     };
 
     Ok(ExDataFrame::new(new_df))
@@ -233,10 +233,10 @@ pub fn df_sample_frac(
 ) -> Result<ExDataFrame, ExplorerError> {
     let frac_s = Series::new("frac".into(), &[frac]);
     let new_df = if groups.is_empty() {
-        df.sample_frac(&frac_s, replace, shuffle, seed)?
+        df.sample_frac(&frac_s, replace, shuffle_option(shuffle), seed)?
     } else {
         df.group_by_opt_order(groups, stable_groups)?
-            .apply(|df| df.sample_frac(&frac_s, replace, shuffle, seed))?
+            .apply(|df| df.sample_frac(&frac_s, replace, shuffle_option(shuffle), seed))?
     };
 
     Ok(ExDataFrame::new(new_df))
@@ -385,7 +385,7 @@ pub fn df_to_dummies(df: ExDataFrame, selection: Vec<&str>) -> Result<ExDataFram
 pub fn df_put_column(df: ExDataFrame, series: ExSeries) -> Result<ExDataFrame, ExplorerError> {
     let mut df = df.clone();
     let s = series.clone_inner();
-    let new_df = df.with_column(s)?.clone();
+    let new_df = df.with_column(s.into_column())?.clone();
 
     Ok(ExDataFrame::new(new_df))
 }
@@ -403,7 +403,7 @@ pub fn df_from_series(columns: Vec<ExSeries>) -> Result<ExDataFrame, ExplorerErr
         .map(|c| Column::from(c.clone_inner()))
         .collect();
 
-    let df = DataFrame::new(columns)?;
+    let df = DataFrame::new_infer_height(columns)?;
 
     Ok(ExDataFrame::new(df))
 }
@@ -421,11 +421,11 @@ pub fn df_group_indices(
     groups: Vec<&str>,
 ) -> Result<Vec<ExSeries>, ExplorerError> {
     let series = df
-        .group_by_with_series(df.select_columns(groups)?, true, true)?
+        .group_by_with_series(df.select_to_vec(groups)?, true, true)?
         .groups()?
         .column("groups")?
         .list()?
-        .into_iter()
+        .series_iter()
         .map(|series| ExSeries::new(series.unwrap()))
         .collect();
     Ok(series)
@@ -454,15 +454,26 @@ pub fn df_pivot_wider(
         df.rename(id_name, new_name.into())?;
     }
 
-    let mut new_df = pivot_stable(
-        &df,
-        [pivot_column],
-        Some(temp_id_names),
-        Some(values_column),
-        false,
-        Some(PivotAgg(Arc::new(PivotExpr::from_expr(col("").first())))),
-        None,
-    )?;
+    // Polars removed the eager pivot, so we use the lazy one. It requires
+    // the values of the "on" column upfront, which we compute here in order
+    // of first appearance (the same order the eager pivot used to produce).
+    let on_columns =
+        df.select([pivot_column])?
+            .unique_stable(None, UniqueKeepStrategy::First, None)?;
+
+    let mut new_df = df
+        .lazy()
+        .pivot(
+            by_name([pivot_column], true, false),
+            Arc::new(on_columns),
+            by_name(temp_id_names, true, false),
+            by_name(values_column, true, false),
+            element().first(),
+            true,
+            "_".into(),
+            PivotColumnNaming::Auto,
+        )
+        .collect()?;
 
     // Instead of using the names from the pivoted DF, we go back
     // and restore the original ID column names, so we can use our
diff --git a/native/explorer/src/datatypes.rs b/native/explorer/src/datatypes.rs
index 93c65f4ff..7b0a70bea 100644
--- a/native/explorer/src/datatypes.rs
+++ b/native/explorer/src/datatypes.rs
@@ -3,7 +3,10 @@ mod ex_dtypes;
 use crate::atoms;
 use crate::ExplorerError;
 use chrono::prelude::*;
+// Both preludes export a `TimeZone`, so we import Chrono's trait explicitly.
+use chrono::TimeZone;
 
+use polars::polars_utils::compression::{BrotliLevel, GzipLevel, ZstdLevel};
 #[cfg(feature = "cloud")]
 use polars::prelude::cloud::CloudOptions;
 use polars::prelude::*;
diff --git a/native/explorer/src/encoding.rs b/native/explorer/src/encoding.rs
index b657bc441..e1c9dc59d 100644
--- a/native/explorer/src/encoding.rs
+++ b/native/explorer/src/encoding.rs
@@ -522,7 +522,7 @@ fn time_series_to_list<'b>(s: &Series, env: Env<'b>) -> Result<Term<'b>, Explore
 fn generic_string_series_to_list<'b>(s: &Series, env: Env<'b>) -> Result<Term<'b>, ExplorerError> {
     Ok(iterator_series_to_list!(
         env,
-        s.str()?.into_iter().map(|option| option.encode(env))
+        s.str()?.iter().map(|option| option.encode(env))
     ))
 }
 
@@ -564,7 +564,7 @@ macro_rules! float_series_to_list {
 
             Ok(iterator_series_to_list!(
                 env,
-                s.$convert_function()?.into_iter().map(|option| {
+                s.$convert_function()?.iter().map(|option| {
                     match option {
                         Some(x) => {
                             if x.is_finite() {
@@ -593,7 +593,7 @@ macro_rules! series_to_list {
         Ok(iterator_series_to_list!(
             $env,
             $s.$convert_function()?
-                .into_iter()
+                .iter()
                 .map(|option| option.encode($env))
         ))
     };
@@ -728,7 +728,7 @@ pub fn list_from_series(s: ExSeries, env: Env) -> Result<Term, ExplorerError> {
 
         DataType::List(_inner_dtype) => s
             .list()?
-            .into_iter()
+            .series_iter()
             .map(|item| match item {
                 Some(list) => list_from_series(ExSeries::new(list), env),
                 None => Ok(None::<bool>.encode(env)),
@@ -753,7 +753,7 @@ pub fn iovec_from_series(s: ExSeries, env: Env) -> Result<Term, ExplorerError> {
         DataType::Boolean => {
             let mut bin = OwnedBinary::new(s.len()).unwrap();
             let slice = bin.as_mut_slice();
-            for (i, v) in s.bool()?.into_iter().enumerate() {
+            for (i, v) in s.bool()?.iter().enumerate() {
                 slice[i] = v.unwrap() as u8;
             }
             Ok([bin.release(env)].encode(env))
@@ -777,7 +777,10 @@ pub fn iovec_from_series(s: ExSeries, env: Env) -> Result<Term, ExplorerError> {
             series_to_iovec!(resource, s.duration()?.physical(), env, i64)
         }
         DataType::Categorical(_, _) => {
-            series_to_iovec!(resource, s.cast(&DataType::UInt32)?.u32()?, env, u32)
+            // Casting categoricals to integers is deprecated in Polars,
+            // so we cast their physical representation instead.
+            let physical = s.to_physical_repr().cast(&DataType::UInt32)?;
+            series_to_iovec!(resource, physical.u32()?, env, u32)
         }
         dt => panic!("to_iovec/1 not implemented for {dt:?}"),
     }
diff --git a/native/explorer/src/expressions.rs b/native/explorer/src/expressions.rs
index ec8579413..2184e4533 100644
--- a/native/explorer/src/expressions.rs
+++ b/native/explorer/src/expressions.rs
@@ -8,7 +8,7 @@ use crate::datatypes::{
     ExCorrelationMethod, ExDate, ExDateTime, ExDuration, ExNaiveDateTime, ExRankMethod,
     ExSeriesDtype, ExValidValue,
 };
-use crate::series::{cast_str_to_f64, ewm_opts, rolling_opts_fixed_window};
+use crate::series::{cast_str_to_f64, ewm_opts, rolling_opts_fixed_window, shuffle_option};
 use crate::{ExDataFrame, ExExpr, ExSeries};
 use polars::lazy::dsl;
 use polars::prelude::*;
@@ -178,7 +178,7 @@ pub fn expr_binary_in(left: ExExpr, right: ExExpr) -> ExExpr {
     let left_expr = left.clone_inner();
     let right_expr = right.clone_inner();
 
-    ExExpr::new(left_expr.is_in(right_expr.implode(), false))
+    ExExpr::new(left_expr.is_in(right_expr.implode(true), false))
 }
 
 #[rustler::nif]
@@ -236,7 +236,7 @@ pub fn expr_slice(expr: ExExpr, offset: i64, length: u32) -> ExExpr {
 pub fn expr_slice_by_indices(expr: ExExpr, indices_expr: ExExpr) -> ExExpr {
     let expr = expr.clone_inner();
 
-    ExExpr::new(expr.gather(indices_expr.clone_inner()))
+    ExExpr::new(expr.gather(indices_expr.clone_inner(), false))
 }
 
 #[rustler::nif]
@@ -270,7 +270,7 @@ pub fn expr_sample_n(
 ) -> ExExpr {
     let expr = expr.clone_inner();
 
-    ExExpr::new(expr.sample_n(n.lit(), with_replacement, shuffle, seed))
+    ExExpr::new(expr.sample_n(n.lit(), with_replacement, shuffle_option(shuffle), seed))
 }
 
 #[rustler::nif]
@@ -283,7 +283,7 @@ pub fn expr_sample_frac(
 ) -> ExExpr {
     let expr = expr.clone_inner();
 
-    ExExpr::new(expr.sample_frac(frac.lit(), with_replacement, shuffle, seed))
+    ExExpr::new(expr.sample_frac(frac.lit(), with_replacement, shuffle_option(shuffle), seed))
 }
 
 #[rustler::nif]
@@ -481,7 +481,7 @@ pub fn expr_median(expr: ExExpr) -> ExExpr {
 pub fn expr_mode(expr: ExExpr) -> ExExpr {
     let expr = expr.clone_inner();
 
-    ExExpr::new(expr.mode())
+    ExExpr::new(expr.mode(false))
 }
 
 #[rustler::nif]
@@ -1211,7 +1211,11 @@ pub fn expr_struct(ex_exprs: Vec<ExExpr>) -> ExExpr {
 
 #[rustler::nif]
 pub fn expr_over(left: ExExpr, groups: Vec<ExExpr>) -> ExExpr {
-    let expr = left.clone_inner().over(groups);
+    // `Expr::over` only fails when no partition is given, which is never the case here.
+    let expr = left
+        .clone_inner()
+        .over(groups)
+        .expect("partition_by is always given");
     ExExpr::new(expr)
 }
 
diff --git a/native/explorer/src/lazyframe.rs b/native/explorer/src/lazyframe.rs
index b779c1a3c..2ce17af67 100644
--- a/native/explorer/src/lazyframe.rs
+++ b/native/explorer/src/lazyframe.rs
@@ -35,6 +35,13 @@ impl GroupByOptOrder for LazyFrame {
     }
 }
 
+// Keep the behaviour of exploding empty lists into nulls and keeping nulls,
+// which were the defaults before Polars made these options explicit.
+const EXPLODE_OPTIONS: ExplodeOptions = ExplodeOptions {
+    empty_as_null: true,
+    keep_nulls: true,
+};
+
 #[rustler::nif(schedule = "DirtyCpu")]
 pub fn lf_compute(data: ExLazyFrame) -> Result<ExDataFrame, ExplorerError> {
     let lf = data.clone_inner();
@@ -153,7 +160,7 @@ pub fn lf_slice(
         let groups_exprs: Vec<Expr> = groups.iter().map(col).collect();
         lf.group_by_opt_order(groups_exprs, stable_groups)
             .agg([col("*").slice(offset, length)])
-            .explode(all().exclude_cols(groups))
+            .explode(all().exclude_cols(groups), EXPLODE_OPTIONS)
     };
 
     Ok(ExLazyFrame::new(result_lf))
@@ -161,7 +168,7 @@ pub fn lf_slice(
 
 #[rustler::nif]
 pub fn lf_explode(data: ExLazyFrame, columns: Vec<&str>) -> Result<ExLazyFrame, ExplorerError> {
-    let lf = data.clone_inner().explode(cols(columns));
+    let lf = data.clone_inner().explode(cols(columns), EXPLODE_OPTIONS);
     Ok(ExLazyFrame::new(lf))
 }
 
@@ -211,7 +218,7 @@ pub fn lf_grouped_sort_with(
     // See: https://docs.pola.rs/user-guide/expressions/window/#operations-per-group
     let ldf = data
         .clone_inner()
-        .with_columns([col("*").sort_by(expressions, sort_options).over(groups)]);
+        .with_columns([col("*").sort_by(expressions, sort_options).over(groups)?]);
 
     Ok(ExLazyFrame::new(ldf))
 }
@@ -309,8 +316,8 @@ pub fn lf_pivot_longer(
 ) -> Result<ExLazyFrame, ExplorerError> {
     let ldf = data.clone_inner();
     let unpivot_opts = polars::lazy::dsl::UnpivotArgsDSL {
-        index: by_name(id_vars, true),
-        on: by_name(value_vars, true),
+        index: by_name(id_vars, true, true),
+        on: Some(by_name(value_vars, true, true)),
         variable_name: Some(names_to.into()),
         value_name: Some(values_to.into()),
     };
@@ -471,7 +478,7 @@ pub fn lf_concat_columns(ldfs: Vec<ExLazyFrame>) -> Result<ExLazyFrame, Explorer
         })
         .collect();
 
-    let out_ldf = concat_lf_horizontal(renamed_ldfs, UnionArgs::default())?;
+    let out_ldf = concat_lf_horizontal(renamed_ldfs, HConcatOptions::default())?;
 
     Ok(ExLazyFrame::new(out_ldf))
 }
diff --git a/native/explorer/src/lazyframe/io.rs b/native/explorer/src/lazyframe/io.rs
index 6c81e5e1c..2cd161e01 100644
--- a/native/explorer/src/lazyframe/io.rs
+++ b/native/explorer/src/lazyframe/io.rs
@@ -24,7 +24,7 @@ pub fn lf_from_parquet(
         vec![all().as_expr()]
     };
 
-    let path = PlPath::from_str(filename);
+    let path = PlRefPath::new(filename);
     let lf = LazyFrame::scan_parquet(path, options)?.select(cols);
 
     Ok(ExLazyFrame::new(lf))
@@ -49,10 +49,10 @@ pub fn lf_from_parquet_cloud(
         vec![all().as_expr()]
     };
 
-    let path = PlPath::from_string(ex_entry.to_string());
+    let path = PlRefPath::new(ex_entry.to_string());
     let lf = LazyFrame::scan_parquet(path, options)?
         .with_comm_subplan_elim(false)
-        .with_new_streaming(true)
+        .with_streaming(true)
         .select(cols);
 
     Ok(ExLazyFrame::new(lf))
@@ -90,17 +90,23 @@ pub fn lf_to_parquet(
             ..Default::default()
         };
 
-        let sink_target = SinkTarget::Path(PlPath::from_str(filename));
+        let sink_target = SinkTarget::Path(PlRefPath::new(filename));
 
-        let sink_options = SinkOptions {
+        let sink_args = UnifiedSinkArgs {
             maintain_order: false,
             ..Default::default()
         };
 
         let _ = lf
             .with_comm_subplan_elim(false)
-            .sink_parquet(sink_target, parquet_write_options, None, sink_options)?
-            .collect();
+            .sink(
+                SinkDestination::File {
+                    target: sink_target,
+                },
+                FileWriteFormat::Parquet(Arc::new(parquet_write_options)),
+                sink_args,
+            )?
+            .collect_with_engine(Engine::Streaming);
         Ok(())
     } else {
         let mut df = lf.collect()?;
@@ -124,7 +130,7 @@ pub fn lf_to_parquet_cloud(
     ex_compression: ExParquetCompression,
 ) -> Result<(), ExplorerError> {
     let lf = data.clone_inner();
-    let cloud_options = Some(ex_entry.config.to_cloud_options());
+    let cloud_options = Some(Arc::new(ex_entry.config.to_cloud_options()));
     let compression = ParquetCompression::try_from(ex_compression)?;
 
     let options = ParquetWriteOptions {
@@ -134,17 +140,24 @@ pub fn lf_to_parquet_cloud(
         data_page_size: None,
         ..Default::default()
     };
-    let sink_target = SinkTarget::Path(PlPath::from_string(ex_entry.to_string()));
+    let sink_target = SinkTarget::Path(PlRefPath::new(ex_entry.to_string()));
 
-    let sink_options = SinkOptions {
+    let sink_args = UnifiedSinkArgs {
         maintain_order: false,
+        cloud_options,
         ..Default::default()
     };
 
     let _ = lf
         .with_comm_subplan_elim(false)
-        .sink_parquet(sink_target, options, cloud_options, sink_options)?
-        .collect();
+        .sink(
+            SinkDestination::File {
+                target: sink_target,
+            },
+            FileWriteFormat::Parquet(Arc::new(options)),
+            sink_args,
+        )?
+        .collect_with_engine(Engine::Streaming);
     Ok(())
 }
 
@@ -162,7 +175,7 @@ pub fn lf_to_parquet_cloud(
 
 #[rustler::nif(schedule = "DirtyIo")]
 pub fn lf_from_ipc(filename: &str) -> Result<ExLazyFrame, ExplorerError> {
-    let sink_target = PlPath::from_str(filename);
+    let sink_target = PlRefPath::new(filename);
     let lf = LazyFrame::scan_ipc(sink_target, Default::default(), Default::default())?;
 
     Ok(ExLazyFrame::new(lf))
@@ -190,15 +203,21 @@ pub fn lf_to_ipc(
             compression,
             ..Default::default()
         };
-        let sink_target = SinkTarget::Path(PlPath::from_str(filename));
-        let sink_options = SinkOptions {
+        let sink_target = SinkTarget::Path(PlRefPath::new(filename));
+        let sink_args = UnifiedSinkArgs {
             maintain_order: false,
             ..Default::default()
         };
         let _ = lf
             .with_comm_subplan_elim(false)
-            .sink_ipc(sink_target, options, None, sink_options)?
-            .collect();
+            .sink(
+                SinkDestination::File {
+                    target: sink_target,
+                },
+                FileWriteFormat::Ipc(options),
+                sink_args,
+            )?
+            .collect_with_engine(Engine::Streaming);
         Ok(())
     } else {
         let mut df = lf.collect()?;
@@ -219,7 +238,7 @@ pub fn lf_to_ipc_cloud(
     compression: Option<&str>,
 ) -> Result<(), ExplorerError> {
     let lf = data.clone_inner();
-    let cloud_options = Some(ex_entry.config.to_cloud_options());
+    let cloud_options = Some(Arc::new(ex_entry.config.to_cloud_options()));
     // Select the compression algorithm.
     let compression = match compression {
         Some("lz4") => Some(IpcCompression::LZ4),
@@ -232,15 +251,22 @@ pub fn lf_to_ipc_cloud(
         compression,
         ..Default::default()
     };
-    let sink_target = SinkTarget::Path(PlPath::from_string(ex_entry.to_string()));
-    let sink_options = SinkOptions {
+    let sink_target = SinkTarget::Path(PlRefPath::new(ex_entry.to_string()));
+    let sink_args = UnifiedSinkArgs {
         maintain_order: false,
+        cloud_options,
         ..Default::default()
     };
     let _ = lf
         .with_comm_subplan_elim(false)
-        .sink_ipc(sink_target, options, cloud_options, sink_options)?
-        .collect();
+        .sink(
+            SinkDestination::File {
+                target: sink_target,
+            },
+            FileWriteFormat::Ipc(options),
+            sink_args,
+        )?
+        .collect_with_engine(Engine::Streaming);
 
     Ok(())
 }
@@ -268,7 +294,7 @@ pub fn lf_from_csv(
         _ => CsvEncoding::Utf8,
     };
 
-    let path = PlPath::from_str(filename);
+    let path = PlRefPath::new(filename);
 
     let df = LazyCsvReader::new(path)
         .with_infer_schema_length(infer_schema_length)
@@ -309,20 +335,29 @@ pub fn lf_to_csv(
 
         let options = CsvWriterOptions {
             include_header: include_headers,
-            serialize_options,
+            // We don't validate the file extension against the compression.
+            check_extension: false,
+            serialize_options: Arc::new(serialize_options),
             ..Default::default()
         };
-        let sink_target = SinkTarget::Path(PlPath::from_str(filename));
-        let sink_options = SinkOptions {
+        let sink_target = SinkTarget::Path(PlRefPath::new(filename));
+        let sink_args = UnifiedSinkArgs {
             maintain_order: true,
             mkdir: true,
             sync_on_close: sync_on_close::SyncOnCloseType::None,
+            ..Default::default()
         };
 
         let _ = lf
             .with_comm_subplan_elim(false)
-            .sink_csv(sink_target, options, None, sink_options)?
-            .collect();
+            .sink(
+                SinkDestination::File {
+                    target: sink_target,
+                },
+                FileWriteFormat::Csv(options),
+                sink_args,
+            )?
+            .collect_with_engine(Engine::Streaming);
 
         Ok(())
     } else {
@@ -350,7 +385,7 @@ pub fn lf_from_ndjson(
         "\"batch_size\" expected to be non zero.".to_string(),
     ))?;
 
-    let path = PlPath::from_str(&filename);
+    let path = PlRefPath::new(filename);
 
     let lf = LazyJsonLineReader::new(path)
         .with_infer_schema_length(infer_schema_length.and_then(NonZeroUsize::new))
diff --git a/native/explorer/src/series.rs b/native/explorer/src/series.rs
index ab87d0abc..39ac96605 100644
--- a/native/explorer/src/series.rs
+++ b/native/explorer/src/series.rs
@@ -222,12 +222,19 @@ pub fn s_cut(
         include_breaks,
     )?;
 
+    // Polars returns the categories of `cut` as an `Enum`, which Explorer
+    // doesn't support, so we convert them to a categorical.
+    let category_dtype = DataType::try_from(&ExSeriesDtype::Category)?;
+
     if include_breaks {
         let mut cut_df = cut_series.struct_()?.clone().unnest();
 
-        let cut_df = cut_df.insert_column(0, series)?;
+        let categories = cut_df.column("category")?.cast(&category_dtype)?;
+        cut_df.with_column(categories)?;
+
+        let cut_df = cut_df.insert_column(0, series.into_column())?;
 
-        cut_df.set_column_names([
+        cut_df.set_column_names(&[
             "values",
             break_point_label.unwrap_or("break_point"),
             category_label.unwrap_or("category"),
@@ -235,8 +242,10 @@ pub fn s_cut(
 
         Ok(ExDataFrame::new(cut_df.clone()))
     } else {
-        let mut cut_df = DataFrame::new(vec![Column::from(series), Column::from(cut_series)])?;
-        cut_df.set_column_names(["values", category_label.unwrap_or("category")])?;
+        let categories = cut_series.cast(&category_dtype)?;
+        let mut cut_df =
+            DataFrame::new_infer_height(vec![Column::from(series), Column::from(categories)])?;
+        cut_df.set_column_names(&["values", category_label.unwrap_or("category")])?;
 
         Ok(ExDataFrame::new(cut_df.clone()))
     }
@@ -267,9 +276,9 @@ pub fn s_qcut(
 
     if include_breaks {
         let mut qcut_df = qcut_series.struct_()?.clone().unnest();
-        let qcut_df = qcut_df.insert_column(0, series)?;
+        let qcut_df = qcut_df.insert_column(0, series.into_column())?;
 
-        qcut_df.set_column_names([
+        qcut_df.set_column_names(&[
             "values",
             break_point_label.unwrap_or("break_point"),
             category_label.unwrap_or("category"),
@@ -277,8 +286,9 @@ pub fn s_qcut(
 
         Ok(ExDataFrame::new(qcut_df.clone()))
     } else {
-        let mut qcut_df = DataFrame::new(vec![Column::from(series), Column::from(qcut_series)])?;
-        qcut_df.set_column_names(["values", category_label.unwrap_or("category")])?;
+        let mut qcut_df =
+            DataFrame::new_infer_height(vec![Column::from(series), Column::from(qcut_series)])?;
+        qcut_df.set_column_names(&["values", category_label.unwrap_or("category")])?;
 
         Ok(ExDataFrame::new(qcut_df.clone()))
     }
@@ -928,7 +938,7 @@ pub fn s_median(env: Env, s: ExSeries) -> Result<Term, ExplorerError> {
 
 #[rustler::nif(schedule = "DirtyCpu")]
 pub fn s_mode(s: ExSeries) -> Result<ExSeries, ExplorerError> {
-    match mode::mode(&s) {
+    match mode::mode(&s, false) {
         Ok(s) => Ok(ExSeries::new(s)),
         Err(e) => Err(e.into()),
     }
@@ -1268,13 +1278,30 @@ pub fn s_categorise(
             let fmap = fcat.mapping();
             let enum_dtype = DataType::Enum(fcat.clone(), fmap.clone());
 
-            let categorised = to_categorise.cast(&enum_dtype)?.cast(cat_dtype)?;
-            Ok(ExSeries::new(categorised))
+            let categorised = if to_categorise.dtype().is_integer() {
+                // Casting integers to an `Enum` is deprecated in Polars, so we build
+                // it from the physical representation. Invalid indexes become `null`.
+                let physical = to_categorise.cast(&fcat.physical().dtype())?;
+                Series::from_cats_and_dtype(&physical, &enum_dtype, false)?
+            } else {
+                to_categorise.cast(&enum_dtype)?
+            };
+
+            Ok(ExSeries::new(categorised.cast(cat_dtype)?))
         }
         _ => panic!("Cannot get categories from non categorical or string series"),
     }
 }
 
+/// Maps Explorer's `shuffle` option to the one expected by Polars.
+///
+/// `shuffle: false` means that a full sample keeps the original order, while
+/// partial samples are returned in random order. In Polars this is `None`,
+/// since `Some(false)` would sort partial samples.
+pub(crate) fn shuffle_option(shuffle: bool) -> Option<bool> {
+    shuffle.then_some(true)
+}
+
 #[rustler::nif(schedule = "DirtyCpu")]
 pub fn s_sample_n(
     series: ExSeries,
@@ -1283,7 +1310,7 @@ pub fn s_sample_n(
     shuffle: bool,
     seed: Option<u64>,
 ) -> Result<ExSeries, ExplorerError> {
-    let new_s = series.sample_n(n, replace, shuffle, seed)?;
+    let new_s = series.sample_n(n, replace, shuffle_option(shuffle), seed)?;
 
     Ok(ExSeries::new(new_s))
 }
@@ -1296,7 +1323,7 @@ pub fn s_sample_frac(
     shuffle: bool,
     seed: Option<u64>,
 ) -> Result<ExSeries, ExplorerError> {
-    let new_s = series.sample_frac(frac, replace, shuffle, seed)?;
+    let new_s = series.sample_frac(frac, replace, shuffle_option(shuffle), seed)?;
 
     Ok(ExSeries::new(new_s))
 }
@@ -1389,11 +1416,7 @@ pub fn s_select(
 
 #[rustler::nif(schedule = "DirtyCpu")]
 pub fn s_not(s1: ExSeries) -> Result<ExSeries, ExplorerError> {
-    let s2 = s1
-        .bool()?
-        .into_iter()
-        .map(|opt_v| opt_v.map(|v| !v))
-        .collect();
+    let s2 = s1.bool()?.iter().map(|opt_v| opt_v.map(|v| !v)).collect();
 
     Ok(ExSeries::new(s2))
 }
diff --git a/native/explorer/src/series/from_list.rs b/native/explorer/src/series/from_list.rs
index 8aa987b60..bef7646f5 100644
--- a/native/explorer/src/series/from_list.rs
+++ b/native/explorer/src/series/from_list.rs
@@ -461,7 +461,7 @@ pub fn s_from_list_of_series_as_structs(
         .map(|c| Column::from(c.clone_inner()))
         .collect();
 
-    let df = DataFrame::new(columns).unwrap();
+    let df = DataFrame::new_infer_height(columns).unwrap();
 
     df.into_struct(name.into())
         .into_series()
diff --git a/test/explorer/data_frame/csv_test.exs b/test/explorer/data_frame/csv_test.exs
index bef988da0..39a3e9b53 100644
--- a/test/explorer/data_frame/csv_test.exs
+++ b/test/explorer/data_frame/csv_test.exs
@@ -91,12 +91,20 @@ defmodule Explorer.DataFrame.CSVTest do
       {"dob", :string}
     ]
 
+    assert text
+           |> DF.load_csv!(dtypes: types)
+           |> DF.to_columns() == %{
+             " dob" => [" 01/02/1970", " 03/04/1990"],
+             "first_name " => ["Alice ", "Billy "],
+             " last_name " => [" Ant ", " Bat "]
+           }
+
     assert text
            |> DF.load_csv!(dtypes: types)
            |> DF.to_columns(atom_keys: true) == %{
-             dob: [" 01/02/1970", " 03/04/1990"],
-             first_name: ["Alice ", "Billy "],
-             last_name: [" Ant ", " Bat "]
+             " dob": [" 01/02/1970", " 03/04/1990"],
+             "first_name ": ["Alice ", "Billy "],
+             " last_name ": [" Ant ", " Bat "]
            }
   end
 
diff --git a/test/explorer/data_frame_test.exs b/test/explorer/data_frame_test.exs
index aa14eca87..cc6f894d2 100644
--- a/test/explorer/data_frame_test.exs
+++ b/test/explorer/data_frame_test.exs
@@ -1238,7 +1238,7 @@ defmodule Explorer.DataFrameTest do
       df3 = DF.new(a: [1], b: [4]) |> DF.mutate(c: covariance(a, a), d: correlation(a, a))
 
       assert df3 |> DF.head(1) |> DF.to_columns(atom_keys: true) ==
-               %{a: [1], b: [4], c: [nil], d: [:nan]}
+               %{a: [1], b: [4], c: [0.0], d: [:nan]}
     end
 
     test "clip/3" do
diff --git a/test/explorer/polars_backend/expression_test.exs b/test/explorer/polars_backend/expression_test.exs
index 23ae08856..26d9a3bba 100644
--- a/test/explorer/polars_backend/expression_test.exs
+++ b/test/explorer/polars_backend/expression_test.exs
@@ -18,7 +18,7 @@ defmodule Explorer.PolarsBackend.ExpressionTest do
 
       assert Expression.describe_filter_plan(df, expr) ==
                String.trim("""
-               FILTER [(col("col_a")) == (5)]
+               FILTER col("col_a") == 5
                FROM
                  DF ["col_a", "col_b"]; PROJECT */2 COLUMNS
                """)
@@ -94,7 +94,7 @@ defmodule Explorer.PolarsBackend.ExpressionTest do
 
       assert Expression.describe_filter_plan(df, expr) ==
                String.trim("""
-               FILTER [(col("col_a").cast(Float64)) == (col("col_b"))]
+               FILTER col("col_a").cast(Float64) == col("col_b")
                FROM
                  DF ["col_a", "col_b"]; PROJECT */2 COLUMNS
                """)
diff --git a/test/explorer/series_test.exs b/test/explorer/series_test.exs
index 9a64e8374..461e28493 100644
--- a/test/explorer/series_test.exs
+++ b/test/explorer/series_test.exs
@@ -4794,7 +4794,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_standard_deviation(s1)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.7071067811865476,
                0.9636241116594314,
                1.1771636613972951,
@@ -4812,7 +4812,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_standard_deviation(s1, alpha: 0.8)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.7071067811865476,
                0.8613567692141088,
                0.930593876392466,
@@ -4850,7 +4850,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_standard_deviation(s1, ignore_nils: true)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                nil,
                0.7071067811865476,
                nil,
@@ -4870,7 +4870,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_standard_deviation(s1, ignore_nils: false)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                nil,
                0.7071067811865476,
                nil,
@@ -4888,7 +4888,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_standard_deviation(s1, adjust: false)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.7071067811865476,
                1.0488088481701516,
                1.300183137283433,
@@ -4926,7 +4926,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_variance(s1)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.5,
                0.9285714285714284,
                1.385714285714286,
@@ -4944,7 +4944,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_variance(s1, alpha: 0.8)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.5,
                0.7419354838709674,
                0.8660049627791564,
@@ -4982,7 +4982,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_variance(s1, ignore_nils: true)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                nil,
                0.5,
                nil,
@@ -5002,7 +5002,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_variance(s1, ignore_nils: false)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                nil,
                0.5,
                nil,
@@ -5020,7 +5020,7 @@ defmodule Explorer.SeriesTest do
       s2 = Series.ewm_variance(s1, adjust: false)
 
       assert all_close?(s2, [
-               0.0,
+               nil,
                0.5,
                1.1,
                1.6904761904761905,
@@ -5612,7 +5612,7 @@ defmodule Explorer.SeriesTest do
       s1 = Series.from_list([1.0])
       s2 = Series.from_list([2.0])
       assert Series.correlation(s1, s2) == :nan
-      assert Series.covariance(s1, s2) == nil
+      assert Series.covariance(s1, s2) == 0.0
 
       s1 = Series.from_list([1.0, 2.0])
       s2 = Series.from_list([2.0, 3.0, 4.0])
@@ -5726,7 +5726,7 @@ defmodule Explorer.SeriesTest do
       assert Series.to_list(ws) === [
                nil,
                3.0405591591021546,
-               0.7778174593052035,
+               0.7778174593052023,
                nil,
                nil,
                7.212489168102785,
@@ -5742,7 +5742,7 @@ defmodule Explorer.SeriesTest do
       assert Series.to_list(ws) === [
                nil,
                3.0405591591021546,
-               0.7778174593052035,
+               0.7778174593052023,
                nil,
                nil,
                7.212489168102785,
@@ -5758,7 +5758,7 @@ defmodule Explorer.SeriesTest do
       assert Series.to_list(ws) === [
                nil,
                3.0405591591021546,
-               0.7778174593052035,
+               0.7778174593052023,
                nil,
                nil,
                7.212489168102785,
@@ -6876,9 +6876,9 @@ defmodule Explorer.SeriesTest do
 
       assert_raise RuntimeError,
                    ~s"""
-                   Polars Error: error deserializing JSON: error deserializing value "String("a")" as numeric. \\
-                               Try increasing `infer_schema_length` or specifying a schema.
-                               \
+                   Polars Error: error deserializing JSON: error deserializing value "String("a")" as numeric.
+
+                   Try increasing `infer_schema_length` or specifying a schema.\
                    """,
                    fn -> Series.json_decode(s, {:s, 64}) end
     end