diff --git a/Cargo.lock b/Cargo.lock
index 5f5b948a86..cb75c0ac6e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -62,21 +62,6 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1"
 
-[[package]]
-name = "alloc-no-stdlib"
-version = "2.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
-
-[[package]]
-name = "alloc-stdlib"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94fb8275041c72129eb51b7d0322c29b8387a0386127718b096429201a5d6ece"
-dependencies = [
- "alloc-no-stdlib",
-]
-
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -207,12 +192,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
 
-[[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"
@@ -284,20 +263,11 @@ dependencies = [
  "syn 2.0.96",
 ]
 
-[[package]]
-name = "atoi"
-version = "2.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f28d99ec8bfea296261ca1af174f24225171fea9664ba9003cbebee704810528"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "atoi_simd"
-version = "0.15.6"
+version = "0.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ae037714f313c1353189ead58ef9eec30a8e8dc101b2622d461418fd59e28a9"
+checksum = "4790f9e8961209112beb783d85449b508673cf4a6a419c8449b210743ac4dbe9"
 
 [[package]]
 name = "atomic-waker"
@@ -524,19 +494,6 @@ version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6099cdc01846bc367c4e7dd630dc5966dccf36b652fae7a74e17b640411a91b2"
 
-[[package]]
-name = "blake3"
-version = "1.5.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8ee0c1824c4dea5b5f81736aff91bae041d2c07ee1192bec91054e10e3e601e"
-dependencies = [
- "arrayref",
- "arrayvec",
- "cc",
- "cfg-if",
- "constant_time_eq 0.3.1",
-]
-
 [[package]]
 name = "blas-src"
 version = "0.10.0"
@@ -572,27 +529,6 @@ dependencies = [
  "objc2",
 ]
 
-[[package]]
-name = "brotli"
-version = "6.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74f7971dbd9326d58187408ab83117d8ac1bb9c17b085fdacd1cf2f598719b6b"
-dependencies = [
- "alloc-no-stdlib",
- "alloc-stdlib",
- "brotli-decompressor",
-]
-
-[[package]]
-name = "brotli-decompressor"
-version = "4.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a45bd2e4095a8b518033b128020dd4a55aab1c0a381ba4404a472630f4bc362"
-dependencies = [
- "alloc-no-stdlib",
- "alloc-stdlib",
-]
-
 [[package]]
 name = "bstr"
 version = "1.11.3"
@@ -1013,6 +949,9 @@ name = "bytes"
 version = "1.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "325918d6fe32f23b19878fe4b34794ae41fc19ddbe53b10571a4874d44ffd39b"
+dependencies = [
+ "serde",
+]
 
 [[package]]
 name = "bytesize"
@@ -1055,7 +994,7 @@ dependencies = [
  "gemm",
  "half",
  "libc",
- "memmap2 0.9.5",
+ "memmap2",
  "metal 0.27.0",
  "num-traits",
  "num_cpus",
@@ -1159,16 +1098,15 @@ dependencies = [
  "iana-time-zone",
  "js-sys",
  "num-traits",
- "serde",
  "wasm-bindgen",
  "windows-targets 0.52.6",
 ]
 
 [[package]]
 name = "chrono-tz"
-version = "0.8.6"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d59ae0466b83e838b81a54256c39d5d7c20b9d7daa10510a242d9b75abd5936e"
+checksum = "9c6ac4f2c0bf0f44e9161aec9675e1050aa4a530663c4a9e37e108fa948bca9f"
 dependencies = [
  "chrono",
  "chrono-tz-build",
@@ -1177,42 +1115,14 @@ dependencies = [
 
 [[package]]
 name = "chrono-tz-build"
-version = "0.2.1"
+version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
+checksum = "e94fea34d77a245229e7746bd2beb786cd2a896f306ff491fb8cecb3074b10a7"
 dependencies = [
  "parse-zoneinfo",
- "phf",
  "phf_codegen",
 ]
 
-[[package]]
-name = "ciborium"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
-dependencies = [
- "ciborium-io",
- "ciborium-ll",
- "serde",
-]
-
-[[package]]
-name = "ciborium-io"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
-
-[[package]]
-name = "ciborium-ll"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
-dependencies = [
- "ciborium-io",
- "half",
-]
-
 [[package]]
 name = "cipher"
 version = "0.4.4"
@@ -1251,7 +1161,7 @@ version = "4.5.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "54b755194d6389280185988721fffba69495eed5ee9feeee9a599b53db80318c"
 dependencies = [
- "heck 0.5.0",
+ "heck",
  "proc-macro2",
  "quote",
  "syn 2.0.96",
@@ -1394,16 +1304,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "core-foundation"
-version = "0.10.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b55271e5c8c478ad3f38ad24ef34923091e0548492a266d19b3c0b4d82574c63"
-dependencies = [
- "core-foundation-sys",
- "libc",
-]
-
 [[package]]
 name = "core-foundation-sys"
 version = "0.8.7"
@@ -1417,7 +1317,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c07782be35f9e1140080c6b96f0d44b739e2278479f64e02fdab4e32dfd8b081"
 dependencies = [
  "bitflags 1.3.2",
- "core-foundation 0.9.4",
+ "core-foundation",
  "core-graphics-types",
  "foreign-types 0.5.0",
  "libc",
@@ -1430,7 +1330,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "45390e6114f68f718cc7a830514a96f903cccd70d02a8f6d9f643ac4ba45afaf"
 dependencies = [
  "bitflags 1.3.2",
- "core-foundation 0.9.4",
+ "core-foundation",
  "libc",
 ]
 
@@ -2121,12 +2021,6 @@ dependencies = [
  "syn 2.0.96",
 ]
 
-[[package]]
-name = "doc-comment"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
-
 [[package]]
 name = "document-features"
 version = "0.2.10"
@@ -2167,9 +2061,6 @@ name = "either"
 version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "60b1af1c220855b6ceac025d3f6ecdd2b7c4894bfe9cd9bda4fbb4bc7c0d4cf0"
-dependencies = [
- "serde",
-]
 
 [[package]]
 name = "embassy-futures"
@@ -2198,7 +2089,7 @@ version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a1e6a265c649f3f5979b601d26f1d05ada116434c87741c9493cb56218f76cbc"
 dependencies = [
- "heck 0.5.0",
+ "heck",
  "proc-macro2",
  "quote",
  "syn 2.0.96",
@@ -2332,10 +2223,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
 
 [[package]]
-name = "fast-float"
-version = "0.2.0"
+name = "fast-float2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95765f67b4b18863968b4a1bd5bb576f732b29a4a28c7cd84c09fa3e2875f33c"
+checksum = "f8eb564c5c7423d25c886fb561d1e4ee69f72354d16918afa32c08811f6b6a55"
 
 [[package]]
 name = "faster-hex"
@@ -2467,16 +2358,6 @@ dependencies = [
  "percent-encoding",
 ]
 
-[[package]]
-name = "fs4"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c6b3bd49c37d2aa3f3f2220233b29a7cd23f79d1fe70e5337d25fb390793de"
-dependencies = [
- "rustix",
- "windows-sys 0.52.0",
-]
-
 [[package]]
 name = "futures"
 version = "0.3.31"
@@ -2973,16 +2854,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "halfbrown"
-version = "0.2.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8588661a8607108a5ca69cab034063441a0413a0b041c13618a7dd348021ef6f"
-dependencies = [
- "hashbrown 0.14.5",
- "serde",
-]
-
 [[package]]
 name = "hashbrown"
 version = "0.13.2"
@@ -3026,12 +2897,6 @@ dependencies = [
  "hashbrown 0.14.5",
 ]
 
-[[package]]
-name = "heck"
-version = "0.4.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
-
 [[package]]
 name = "heck"
 version = "0.5.0"
@@ -3181,7 +3046,6 @@ dependencies = [
  "hyper",
  "hyper-util",
  "rustls",
- "rustls-native-certs 0.8.1",
  "rustls-pki-types",
  "tokio",
  "tokio-rustls",
@@ -3582,12 +3446,6 @@ version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d75a2a4b1b190afb6f5425f10f6a8f959d2ea0b9c2b1d79553551850539e4674"
 
-[[package]]
-name = "itoap"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9028f49264629065d057f340a86acb84867925865f73bbf8d47b4d149a7e88b8"
-
 [[package]]
 name = "jni-sys"
 version = "0.3.0"
@@ -3852,16 +3710,6 @@ dependencies = [
  "rayon",
 ]
 
-[[package]]
-name = "md-5"
-version = "0.10.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
-dependencies = [
- "cfg-if",
- "digest",
-]
-
 [[package]]
 name = "md5"
 version = "0.7.0"
@@ -3874,15 +3722,6 @@ version = "2.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
 
-[[package]]
-name = "memmap2"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f49388d20533534cd19360ad3d6a7dadc885944aa802ba3995040c5ec11288c6"
-dependencies = [
- "libc",
-]
-
 [[package]]
 name = "memmap2"
 version = "0.9.5"
@@ -3893,15 +3732,6 @@ dependencies = [
  "stable_deref_trait",
 ]
 
-[[package]]
-name = "memoffset"
-version = "0.9.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
-dependencies = [
- "autocfg",
-]
-
 [[package]]
 name = "metal"
 version = "0.27.0"
@@ -4031,28 +3861,6 @@ dependencies = [
  "syn 2.0.96",
 ]
 
-[[package]]
-name = "multiversion"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4851161a11d3ad0bf9402d90ffc3967bf231768bfd7aeb61755ad06dbf1a142"
-dependencies = [
- "multiversion-macros",
- "target-features",
-]
-
-[[package]]
-name = "multiversion-macros"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79a74ddee9e0c27d2578323c13905793e91622148f138ba29738f9dddb835e90"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 1.0.109",
- "target-features",
-]
-
 [[package]]
 name = "naga"
 version = "24.0.0"
@@ -4067,7 +3875,7 @@ dependencies = [
  "hexf-parse",
  "indexmap",
  "log",
- "rustc-hash 1.1.0",
+ "rustc-hash",
  "spirv 0.3.0+sdk-1.3.268.0",
  "strum",
  "termcolor",
@@ -4095,7 +3903,7 @@ dependencies = [
  "openssl-probe",
  "openssl-sys",
  "schannel",
- "security-framework 2.11.1",
+ "security-framework",
  "security-framework-sys",
  "tempfile",
 ]
@@ -4493,36 +4301,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "object_store"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6da452820c715ce78221e8202ccc599b4a52f3e1eb3eedb487b680c81a8e3f3"
-dependencies = [
- "async-trait",
- "base64 0.22.1",
- "bytes",
- "chrono",
- "futures",
- "humantime",
- "hyper",
- "itertools 0.13.0",
- "md-5",
- "parking_lot 0.12.3",
- "percent-encoding",
- "quick-xml",
- "rand",
- "reqwest",
- "ring",
- "serde",
- "serde_json",
- "snafu",
- "tokio",
- "tracing",
- "url",
- "walkdir",
-]
-
 [[package]]
 name = "once_cell"
 version = "1.20.2"
@@ -4889,9 +4667,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f65c6aa86d991a64c95416a61202f7952da2f8cccefa448f9a23c1b8f2301ecc"
+checksum = "72571dde488ecccbe799798bf99ab7308ebdb7cf5d95bcc498dbd5a132f0da4d"
 dependencies = [
  "getrandom",
  "polars-arrow",
@@ -4909,12 +4687,11 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "87dbb24d29ddea5abb73d7954df8b8d3d4bb7f02a3e5c96d1519cdad9e816a3d"
+checksum = "6611c758d52e799761cc25900666b71552e6c929d88052811bc9daad4b3321a8"
 dependencies = [
  "ahash",
- "atoi",
  "atoi_simd",
  "bytemuck",
  "chrono",
@@ -4922,21 +4699,16 @@ dependencies = [
  "dyn-clone",
  "either",
  "ethnum",
- "fast-float",
  "getrandom",
  "hashbrown 0.15.2",
  "itoa",
- "itoap",
  "lz4",
- "multiversion",
  "num-traits",
  "parking_lot 0.12.3",
  "polars-arrow-format",
  "polars-error",
  "polars-schema",
  "polars-utils",
- "ryu",
- "serde",
  "simdutf8",
  "streaming-iterator",
  "strength_reduce",
@@ -4957,25 +4729,30 @@ dependencies = [
 
 [[package]]
 name = "polars-compute"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbdb1071147452a4c4b25560f23d2fbaffef255b04757291131b22fc2c0d35b2"
+checksum = "332f2547dbb27599a8ffe68e56159f5996ba03d1dad0382ccb62c109ceacdeb6"
 dependencies = [
+ "atoi_simd",
  "bytemuck",
+ "chrono",
  "either",
+ "fast-float2",
+ "itoa",
  "num-traits",
  "polars-arrow",
  "polars-error",
  "polars-utils",
+ "ryu",
  "strength_reduce",
  "version_check",
 ]
 
 [[package]]
 name = "polars-core"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd5df9b55e614088a3270b06f8649dce76537c268d6b1ca4d9c37008b2be5949"
+checksum = "796d06eae7e6e74ed28ea54a8fccc584ebac84e6cf0e1e9ba41ffc807b169a01"
 dependencies = [
  "ahash",
  "bitflags 2.8.0",
@@ -4987,6 +4764,7 @@ dependencies = [
  "hashbrown 0.14.5",
  "hashbrown 0.15.2",
  "indexmap",
+ "itoa",
  "num-traits",
  "once_cell",
  "polars-arrow",
@@ -4999,32 +4777,29 @@ dependencies = [
  "rand_distr",
  "rayon",
  "regex",
- "serde",
- "serde_json",
  "strum_macros",
- "thiserror 1.0.69",
+ "thiserror 2.0.11",
  "version_check",
  "xxhash-rust",
 ]
 
 [[package]]
 name = "polars-error"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4643898a644f30c83737db85f942f8c8956b0c11190b39afec745218eae1746b"
+checksum = "19d6529cae0d1db5ed690e47de41fac9b35ae0c26d476830c2079f130887b847"
 dependencies = [
- "object_store",
  "polars-arrow-format",
  "regex",
  "simdutf8",
- "thiserror 1.0.69",
+ "thiserror 2.0.11",
 ]
 
 [[package]]
 name = "polars-expr"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea1b431ed816cba1120cff200f06b962748001bbb2e615ce53cfbbdf701cc136"
+checksum = "c8e639991a8ad4fb12880ab44bcc3cf44a5703df003142334d9caf86d77d77e7"
 dependencies = [
  "ahash",
  "bitflags 2.8.0",
@@ -5046,80 +4821,50 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2fab2c016635cb416b49461fd6419b0208c6c13a4fd065bd65e4a87dbb66314"
+checksum = "719a77e94480f6be090512da196e378cbcbeb3584c6fe1134c600aee906e38ab"
 dependencies = [
  "ahash",
  "async-trait",
  "atoi_simd",
- "blake3",
  "bytes",
  "chrono",
- "fast-float",
- "fs4",
+ "fast-float2",
  "futures",
  "glob",
  "hashbrown 0.15.2",
  "home",
  "itoa",
  "memchr",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
- "object_store",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
  "polars-core",
  "polars-error",
- "polars-json",
  "polars-parquet",
  "polars-schema",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
  "regex",
- "reqwest",
  "ryu",
- "serde",
- "serde_json",
- "simd-json",
  "simdutf8",
  "tokio",
  "tokio-util",
- "url",
-]
-
-[[package]]
-name = "polars-json"
-version = "0.44.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d5c8c057ef04feaf34b6ce52096bdea3a766fa4725f50442078c8a4ee86397bf"
-dependencies = [
- "ahash",
- "chrono",
- "fallible-streaming-iterator",
- "hashbrown 0.15.2",
- "indexmap",
- "itoa",
- "num-traits",
- "polars-arrow",
- "polars-error",
- "polars-utils",
- "ryu",
- "simd-json",
- "streaming-iterator",
 ]
 
 [[package]]
 name = "polars-lazy"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a8ca74f42e7b47cad241b36b98d991cc7fbb51b8d0695a055eb937588d1f310"
+checksum = "a0a731a672dfc8ac38c1f73c9a4b2ae38d2fc8ac363bfb64c5f3a3e072ffc5ad"
 dependencies = [
  "ahash",
  "bitflags 2.8.0",
+ "chrono",
  "memchr",
  "once_cell",
  "polars-arrow",
@@ -5139,32 +4884,28 @@ dependencies = [
 
 [[package]]
 name = "polars-mem-engine"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a32614e5b52c9b83856d80c7e2880b79d83055bfd59969bd1d0b148f9cfdc7a"
+checksum = "33442189bcbf2e2559aa7914db3835429030a13f4f18e43af5fba9d1b018cf12"
 dependencies = [
- "futures",
- "memmap2 0.7.1",
+ "memmap2",
  "polars-arrow",
  "polars-core",
  "polars-error",
  "polars-expr",
  "polars-io",
- "polars-json",
  "polars-ops",
  "polars-plan",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
- "tokio",
 ]
 
 [[package]]
 name = "polars-ops"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "035c800fbe5bbd820afeb8313713ed345853bb014e0f821a4025d40cf0d60e1a"
+checksum = "cbb83218b0c216104f0076cd1a005128be078f958125f3d59b094ee73d78c18e"
 dependencies = [
  "ahash",
  "argminmax",
@@ -5178,6 +4919,7 @@ dependencies = [
  "indexmap",
  "memchr",
  "num-traits",
+ "once_cell",
  "polars-arrow",
  "polars-compute",
  "polars-core",
@@ -5187,39 +4929,33 @@ dependencies = [
  "rayon",
  "regex",
  "regex-syntax 0.8.5",
- "serde",
  "strum_macros",
+ "unicode-normalization",
  "unicode-reverse",
  "version_check",
 ]
 
 [[package]]
 name = "polars-parquet"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91dcf1d9f048079376949eaf2e24e240b313ff4a102fb83b57c9a5f807cdca52"
+checksum = "5c60ee85535590a38db6c703a21be4cb25342e40f573f070d1e16f9d84a53ac7"
 dependencies = [
  "ahash",
  "async-stream",
  "base64 0.22.1",
- "brotli",
  "bytemuck",
  "ethnum",
- "flate2",
  "futures",
  "hashbrown 0.15.2",
- "lz4",
  "num-traits",
  "polars-arrow",
  "polars-compute",
  "polars-error",
  "polars-parquet-format",
  "polars-utils",
- "serde",
  "simdutf8",
- "snap",
  "streaming-decompression",
- "zstd 0.13.2",
 ]
 
 [[package]]
@@ -5234,15 +4970,16 @@ dependencies = [
 
 [[package]]
 name = "polars-pipe"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05936f2b3981eecb2fe74d8ef092bb75a93d2a056b3e4f339f4ac20c71c9e331"
+checksum = "42d238fb76698f56e51ddfa89b135e4eda56a4767c6e8859eed0ab78386fcd52"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
  "enum_dispatch",
  "hashbrown 0.15.2",
  "num-traits",
+ "once_cell",
  "polars-arrow",
  "polars-compute",
  "polars-core",
@@ -5259,9 +4996,9 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23de436f33f4d1134c58f24e7059a221b957ec20730807e0ef0c80c8e4b3d06a"
+checksum = "4f03533a93aa66127fcb909a87153a3c7cfee6f0ae59f497e73d7736208da54c"
 dependencies = [
  "ahash",
  "bitflags 2.8.0",
@@ -5269,65 +5006,59 @@ dependencies = [
  "bytes",
  "chrono",
  "chrono-tz",
- "ciborium",
  "either",
- "futures",
  "hashbrown 0.15.2",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-io",
- "polars-json",
  "polars-ops",
- "polars-parquet",
  "polars-time",
  "polars-utils",
- "pyo3",
  "rayon",
  "recursive",
  "regex",
- "serde",
  "strum_macros",
  "version_check",
 ]
 
 [[package]]
 name = "polars-row"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3823d3de3e614509bba6929798f1f3d5ae05c1cdfc4eb7029d2ec6ad77201da2"
+checksum = "6bf47f7409f8e75328d7d034be390842924eb276716d0458607be0bddb8cc839"
 dependencies = [
+ "bitflags 2.8.0",
  "bytemuck",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-utils",
 ]
 
 [[package]]
 name = "polars-schema"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d88667f770291cefa2e8cd366a54f29dc6fe362e9a263914c903db411a58ac1d"
+checksum = "416621ae82b84466cf4ff36838a9b0aeb4a67e76bd3065edc8c9cb7da19b1bc7"
 dependencies = [
  "indexmap",
  "polars-error",
  "polars-utils",
- "serde",
  "version_check",
 ]
 
 [[package]]
 name = "polars-sql"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69451f08363bb497407f6ebebe00bc01972a51716d20d115b75f9b5326f1f3c8"
+checksum = "edaab553b90aa4d6743bb538978e1982368acb58a94408d7dd3299cad49c7083"
 dependencies = [
  "hex",
- "once_cell",
- "polars-arrow",
  "polars-core",
  "polars-error",
  "polars-lazy",
@@ -5336,22 +5067,22 @@ dependencies = [
  "polars-time",
  "polars-utils",
  "rand",
+ "regex",
  "serde",
- "serde_json",
  "sqlparser",
 ]
 
 [[package]]
 name = "polars-stream"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "188622b0a4bc4530cf91a288134254ffa065d18932e261075377914225e757c2"
+checksum = "498997b656c779610c1496b3d96a59fe569ef22a5b81ccfe5325cb3df8dff2fd"
 dependencies = [
  "atomic-waker",
  "crossbeam-deque",
  "crossbeam-utils",
  "futures",
- "memmap2 0.7.1",
+ "memmap2",
  "parking_lot 0.12.3",
  "pin-project-lite",
  "polars-core",
@@ -5359,6 +5090,7 @@ dependencies = [
  "polars-expr",
  "polars-io",
  "polars-mem-engine",
+ "polars-ops",
  "polars-parquet",
  "polars-plan",
  "polars-utils",
@@ -5372,31 +5104,33 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90f36e4d6b19f2c406faea585b9a1814f422fc5b310f65ccf8a55216df0754ef"
+checksum = "d192efbdab516d28b3fab1709a969e3385bd5cda050b7c9aa9e2502a01fda879"
 dependencies = [
- "atoi",
+ "atoi_simd",
  "bytemuck",
  "chrono",
  "chrono-tz",
  "now",
+ "num-traits",
  "once_cell",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-error",
  "polars-ops",
  "polars-utils",
+ "rayon",
  "regex",
- "serde",
  "strum_macros",
 ]
 
 [[package]]
 name = "polars-utils"
-version = "0.44.2"
+version = "0.46.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96186b70bda00c90b5027bf2f69193c5c40571e80d3e8ec505c22cdc8e3e39aa"
+checksum = "a8f6c8166a4a7fbc15b87c81645ed9e1f0651ff2e8c96cafc40ac5bf43441a10"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -5405,16 +5139,15 @@ dependencies = [
  "hashbrown 0.15.2",
  "indexmap",
  "libc",
- "memmap2 0.7.1",
+ "memmap2",
  "num-traits",
  "once_cell",
  "polars-error",
- "pyo3",
+ "rand",
  "raw-cpuid 11.2.0",
  "rayon",
- "serde",
  "stacker",
- "sysinfo 0.31.4",
+ "sysinfo 0.33.1",
  "version_check",
 ]
 
@@ -5584,69 +5317,6 @@ dependencies = [
  "reborrow",
 ]
 
-[[package]]
-name = "pyo3"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5e00b96a521718e08e03b1a622f01c8a8deb50719335de3f60b3b3950f069d8"
-dependencies = [
- "cfg-if",
- "indoc",
- "libc",
- "memoffset",
- "parking_lot 0.12.3",
- "portable-atomic",
- "pyo3-build-config",
- "pyo3-ffi",
- "pyo3-macros",
- "unindent",
-]
-
-[[package]]
-name = "pyo3-build-config"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7883df5835fafdad87c0d888b266c8ec0f4c9ca48a5bed6bbb592e8dedee1b50"
-dependencies = [
- "once_cell",
- "target-lexicon",
-]
-
-[[package]]
-name = "pyo3-ffi"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "01be5843dc60b916ab4dad1dca6d20b9b4e6ddc8e15f50c47fe6d85f1fb97403"
-dependencies = [
- "libc",
- "pyo3-build-config",
-]
-
-[[package]]
-name = "pyo3-macros"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77b34069fc0682e11b31dbd10321cbf94808394c56fd996796ce45217dfac53c"
-dependencies = [
- "proc-macro2",
- "pyo3-macros-backend",
- "quote",
- "syn 2.0.96",
-]
-
-[[package]]
-name = "pyo3-macros-backend"
-version = "0.21.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08260721f32db5e1a5beae69a55553f56b99bd0e1c3e6e0a5e8851a9d0f5a85c"
-dependencies = [
- "heck 0.4.1",
- "proc-macro2",
- "pyo3-build-config",
- "quote",
- "syn 2.0.96",
-]
-
 [[package]]
 name = "pytorch-import"
 version = "0.17.0"
@@ -5683,68 +5353,6 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a993555f31e5a609f617c12db6250dedcac1b0a85076912c436e6fc9b2c8e6a3"
 
-[[package]]
-name = "quick-xml"
-version = "0.36.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f7649a7b4df05aed9ea7ec6f628c67c9953a43869b8bc50929569b2999d443fe"
-dependencies = [
- "memchr",
- "serde",
-]
-
-[[package]]
-name = "quinn"
-version = "0.11.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62e96808277ec6f97351a2380e6c25114bc9e67037775464979f3037c92d05ef"
-dependencies = [
- "bytes",
- "pin-project-lite",
- "quinn-proto",
- "quinn-udp",
- "rustc-hash 2.1.0",
- "rustls",
- "socket2",
- "thiserror 2.0.11",
- "tokio",
- "tracing",
-]
-
-[[package]]
-name = "quinn-proto"
-version = "0.11.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2fe5ef3495d7d2e377ff17b1a8ce2ee2ec2a18cde8b6ad6619d65d0701c135d"
-dependencies = [
- "bytes",
- "getrandom",
- "rand",
- "ring",
- "rustc-hash 2.1.0",
- "rustls",
- "rustls-pki-types",
- "slab",
- "thiserror 2.0.11",
- "tinyvec",
- "tracing",
- "web-time",
-]
-
-[[package]]
-name = "quinn-udp"
-version = "0.5.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c40286217b4ba3a71d644d752e6a0b71f13f1b6a2c5311acfcbe0c2418ed904"
-dependencies = [
- "cfg_aliases",
- "libc",
- "once_cell",
- "socket2",
- "tracing",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "quote"
 version = "1.0.38"
@@ -6010,26 +5618,6 @@ dependencies = [
  "thiserror 1.0.69",
 ]
 
-[[package]]
-name = "ref-cast"
-version = "1.0.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ccf0a6f84d5f1d581da8b41b47ec8600871962f2a528115b542b362d4b744931"
-dependencies = [
- "ref-cast-impl",
-]
-
-[[package]]
-name = "ref-cast-impl"
-version = "1.0.23"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bcc303e793d3734489387d205e9b186fac9c6cfacedd98cbb2e8a5943595f3e6"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.96",
-]
-
 [[package]]
 name = "regex"
 version = "1.11.1"
@@ -6114,11 +5702,7 @@ dependencies = [
  "once_cell",
  "percent-encoding",
  "pin-project-lite",
- "quinn",
- "rustls",
- "rustls-native-certs 0.8.1",
  "rustls-pemfile",
- "rustls-pki-types",
  "serde",
  "serde_json",
  "serde_urlencoded",
@@ -6126,14 +5710,11 @@ dependencies = [
  "system-configuration",
  "tokio",
  "tokio-native-tls",
- "tokio-rustls",
- "tokio-util",
  "tower",
  "tower-service",
  "url",
  "wasm-bindgen",
  "wasm-bindgen-futures",
- "wasm-streams",
  "web-sys",
  "windows-registry",
 ]
@@ -6189,7 +5770,7 @@ name = "rspirv"
 version = "0.12.0+sdk-1.3.296.0"
 source = "git+https://github.com/gfx-rs/rspirv.git?rev=e19c11fdb30295127cff1d018189bd436892415e#e19c11fdb30295127cff1d018189bd436892415e"
 dependencies = [
- "rustc-hash 1.1.0",
+ "rustc-hash",
  "spirv 0.3.0+sdk-1.3.296.0",
 ]
 
@@ -6259,12 +5840,6 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
-[[package]]
-name = "rustc-hash"
-version = "2.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7fb8039b3032c191086b10f11f319a6e99e1e82889c5cc6046f515c9db1d497"
-
 [[package]]
 name = "rustc_version"
 version = "0.4.1"
@@ -6312,19 +5887,7 @@ dependencies = [
  "rustls-pemfile",
  "rustls-pki-types",
  "schannel",
- "security-framework 2.11.1",
-]
-
-[[package]]
-name = "rustls-native-certs"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fcff2dd52b58a8d98a70243663a0d234c4e2b79235637849d15913394a247d3"
-dependencies = [
- "openssl-probe",
- "rustls-pki-types",
- "schannel",
- "security-framework 3.2.0",
+ "security-framework",
 ]
 
 [[package]]
@@ -6341,9 +5904,6 @@ name = "rustls-pki-types"
 version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d2bf47e6ff922db3825eb750c4e2ff784c6ff8fb9e13046ef6a1d1c5401b0b37"
-dependencies = [
- "web-time",
-]
 
 [[package]]
 name = "rustls-webpki"
@@ -6462,20 +6022,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
  "bitflags 2.8.0",
- "core-foundation 0.9.4",
- "core-foundation-sys",
- "libc",
- "security-framework-sys",
-]
-
-[[package]]
-name = "security-framework"
-version = "3.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "271720403f46ca04f7ba6f55d438f8bd878d6b8ca0a1046e8228c4145bcbb316"
-dependencies = [
- "bitflags 2.8.0",
- "core-foundation 0.10.0",
+ "core-foundation",
  "core-foundation-sys",
  "libc",
  "security-framework-sys",
@@ -6702,23 +6249,6 @@ version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
 
-[[package]]
-name = "simd-json"
-version = "0.14.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa2bcf6c6e164e81bc7a5d49fc6988b3d515d9e8c07457d7b74ffb9324b9cd40"
-dependencies = [
- "ahash",
- "getrandom",
- "halfbrown",
- "once_cell",
- "ref-cast",
- "serde",
- "serde_json",
- "simdutf8",
- "value-trait",
-]
-
 [[package]]
 name = "simd_helpers"
 version = "0.1.0"
@@ -6775,34 +6305,6 @@ version = "1.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c5e1a9a646d36c3599cd173a41282daf47c44583ad367b8e6837255952e5c67"
 
-[[package]]
-name = "snafu"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4de37ad025c587a29e8f3f5605c00f70b98715ef90b9061a815b9e59e9042d6"
-dependencies = [
- "doc-comment",
- "snafu-derive",
-]
-
-[[package]]
-name = "snafu-derive"
-version = "0.7.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "990079665f075b699031e9c08fd3ab99be5029b96f3b78dc0709e8f77e4efebf"
-dependencies = [
- "heck 0.4.1",
- "proc-macro2",
- "quote",
- "syn 1.0.109",
-]
-
-[[package]]
-name = "snap"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
-
 [[package]]
 name = "socket2"
 version = "0.5.8"
@@ -6854,9 +6356,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.49.0"
+version = "0.53.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4a404d0e14905361b918cb8afdb73605e25c1d5029312bd9785142dcb3aa49e"
+checksum = "05a528114c392209b3264855ad491fcce534b94a38771b0a0b97a79379275ce8"
 dependencies = [
  "log",
 ]
@@ -6937,7 +6439,7 @@ version = "0.26.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
 dependencies = [
- "heck 0.5.0",
+ "heck",
  "proc-macro2",
  "quote",
  "rustversion",
@@ -7008,29 +6510,29 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.31.4"
+version = "0.32.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "355dbe4f8799b304b05e1b0f05fc59b2a18d36645cf169607da45bde2f69a1be"
+checksum = "4c33cd241af0f2e9e3b5c32163b873b29956890b5342e6745b917ce9d490f4af"
 dependencies = [
  "core-foundation-sys",
  "libc",
  "memchr",
  "ntapi",
+ "rayon",
+ "serde",
  "windows 0.57.0",
 ]
 
 [[package]]
 name = "sysinfo"
-version = "0.32.1"
+version = "0.33.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c33cd241af0f2e9e3b5c32163b873b29956890b5342e6745b917ce9d490f4af"
+checksum = "4fc858248ea01b66f19d8e8a6d55f41deaf91e9d495246fd01368d99935c6c01"
 dependencies = [
  "core-foundation-sys",
  "libc",
  "memchr",
  "ntapi",
- "rayon",
- "serde",
  "windows 0.57.0",
 ]
 
@@ -7041,7 +6543,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c879d448e9d986b661742763247d3693ed13609438cf3d006f51f5368a5ba6b"
 dependencies = [
  "bitflags 2.8.0",
- "core-foundation 0.9.4",
+ "core-foundation",
  "system-configuration-sys",
 ]
 
@@ -7062,7 +6564,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a3e535eb8dded36d55ec13eddacd30dec501792ff23a0b1682c38601b8cf2349"
 dependencies = [
  "cfg-expr",
- "heck 0.5.0",
+ "heck",
  "pkg-config",
  "toml",
  "version-compare",
@@ -7093,12 +6595,6 @@ dependencies = [
  "xattr",
 ]
 
-[[package]]
-name = "target-features"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1bbb9f3c5c463a01705937a24fdabc5047929ac764b2d5b9cf681c1f5041ed5"
-
 [[package]]
 name = "target-lexicon"
 version = "0.12.16"
@@ -7630,7 +7126,7 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "deb68604048ff8fa93347f02441e4487594adc20bb8a084f9e564d2b827a0a9f"
 dependencies = [
- "rustc-hash 1.1.0",
+ "rustc-hash",
 ]
 
 [[package]]
@@ -7786,12 +7282,6 @@ version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39ec24b3121d976906ece63c9daad25b85969647682eee313cb5779fdd69e14e"
 
-[[package]]
-name = "unindent"
-version = "0.2.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce"
-
 [[package]]
 name = "untrusted"
 version = "0.9.0"
@@ -7810,7 +7300,7 @@ dependencies = [
  "native-tls",
  "once_cell",
  "rustls",
- "rustls-native-certs 0.7.3",
+ "rustls-native-certs",
  "rustls-pki-types",
  "serde",
  "serde_json",
@@ -7880,18 +7370,6 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
 
-[[package]]
-name = "value-trait"
-version = "0.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9170e001f458781e92711d2ad666110f153e4e50bfd5cbd02db6547625714187"
-dependencies = [
- "float-cmp",
- "halfbrown",
- "itoa",
- "ryu",
-]
-
 [[package]]
 name = "variadics_please"
 version = "1.1.0"
@@ -8028,19 +7506,6 @@ dependencies = [
  "web-sys",
 ]
 
-[[package]]
-name = "wasm-streams"
-version = "0.4.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15053d8d85c7eccdbefef60f06769760a563c7f0a9d6902a13d35c7800b0ad65"
-dependencies = [
- "futures-util",
- "js-sys",
- "wasm-bindgen",
- "wasm-bindgen-futures",
- "web-sys",
-]
-
 [[package]]
 name = "wasm-timer"
 version = "0.2.5"
@@ -8143,7 +7608,7 @@ dependencies = [
  "parking_lot 0.12.3",
  "profiling",
  "raw-window-handle",
- "rustc-hash 1.1.0",
+ "rustc-hash",
  "smallvec",
  "thiserror 2.0.11",
  "wgpu-hal",
@@ -8186,7 +7651,7 @@ dependencies = [
  "range-alloc",
  "raw-window-handle",
  "renderdoc-sys",
- "rustc-hash 1.1.0",
+ "rustc-hash",
  "smallvec",
  "thiserror 2.0.11",
  "wasm-bindgen",
diff --git a/Cargo.toml b/Cargo.toml
index db1073ad67..09b944468c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -54,7 +54,7 @@ log = { default-features = false, version = "0.4.25" }
 md5 = "0.7.0"
 paste = "1"
 percent-encoding = "2.3.1"
-polars = { version = "0.44.2", features = ["lazy"] }
+polars = { version = "0.46.0", features = ["lazy"] }
 pretty_assertions = "1.4.1"
 proc-macro2 = "1.0.93"
 protobuf = "3.7.1"
diff --git a/crates/burn-dataset/src/dataset/dataframe.rs b/crates/burn-dataset/src/dataset/dataframe.rs
index 023b357454..c851e8a3e3 100644
--- a/crates/burn-dataset/src/dataset/dataframe.rs
+++ b/crates/burn-dataset/src/dataset/dataframe.rs
@@ -269,20 +269,20 @@ mod tests {
     }
 
     fn create_test_dataframe() -> DataFrame {
-        let s0 = Column::Series(Series::new("int32".into(), &[1i32, 2i32, 3i32]));
-        let s1 = Column::Series(Series::new("bool".into(), &[true, false, true]));
-        let s2 = Column::Series(Series::new("float64".into(), &[1.1f64, 2.2f64, 3.3f64]));
-        let s3 = Column::Series(Series::new("string".into(), &["Boo", "Boo2", "Boo3"]));
-        let s6 = Column::Series(Series::new("int16".into(), &[1i16, 2i16, 3i16]));
-        let s8 = Column::Series(Series::new("uint32".into(), &[1u32, 2u32, 3u32]));
-        let s9 = Column::Series(Series::new("uint64".into(), &[1u64, 2u64, 3u64]));
-        let s10 = Column::Series(Series::new("float32".into(), &[1.1f32, 2.2f32, 3.3f32]));
-        let s11 = Column::Series(Series::new("int64".into(), &[1i64, 2i64, 3i64]));
-        let s12 = Column::Series(Series::new("int8".into(), &[1i8, 2i8, 3i8]));
+        let s0 = Column::new("int32".into(), &[1i32, 2i32, 3i32]);
+        let s1 = Column::new("bool".into(), &[true, false, true]);
+        let s2 = Column::new("float64".into(), &[1.1f64, 2.2f64, 3.3f64]);
+        let s3 = Column::new("string".into(), &["Boo", "Boo2", "Boo3"]);
+        let s6 = Column::new("int16".into(), &[1i16, 2i16, 3i16]);
+        let s8 = Column::new("uint32".into(), &[1u32, 2u32, 3u32]);
+        let s9 = Column::new("uint64".into(), &[1u64, 2u64, 3u64]);
+        let s10 = Column::new("float32".into(), &[1.1f32, 2.2f32, 3.3f32]);
+        let s11 = Column::new("int64".into(), &[1i64, 2i64, 3i64]);
+        let s12 = Column::new("int8".into(), &[1i8, 2i8, 3i8]);
 
         let binary_data: Vec<&[u8]> = vec![&[1, 2, 3], &[4, 5, 6], &[7, 8, 9]];
 
-        let s13 = Column::Series(Series::new("binary".into(), binary_data));
+        let s13 = Column::new("binary".into(), binary_data);
         DataFrame::new(vec![s0, s1, s2, s3, s6, s8, s9, s10, s11, s12, s13]).unwrap()
     }