diff --git a/Cargo.lock b/Cargo.lock
index bfc4e71b..aa5a4340 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -176,40 +176,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "arrow2"
-version = "0.18.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "963fef509b757bcbbf9e5ffa23bcb345614d99f4f6f531f97417b27b8604d389"
-dependencies = [
- "ahash",
- "arrow-format",
- "base64 0.21.5",
- "bytemuck",
- "chrono",
- "dyn-clone",
- "either",
- "ethnum",
- "fallible-streaming-iterator",
- "foreign_vec",
- "futures",
- "getrandom",
- "hash_hasher",
- "hashbrown 0.14.2",
- "lexical-core",
- "lz4",
- "multiversion",
- "num-traits",
- "parquet2",
- "regex",
- "regex-syntax 0.7.5",
- "rustc_version",
- "simdutf8",
- "streaming-iterator",
- "strength_reduce",
- "zstd 0.12.4",
-]
-
 [[package]]
 name = "ascii-canvas"
 version = "3.0.0"
@@ -272,6 +238,12 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "atoi_simd"
+version = "0.15.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc41b65e01b6851bdcd2d741824e6b310d571396bf3915e31e4792034ee65126"
+
 [[package]]
 name = "auto_impl"
 version = "1.1.0"
@@ -1843,12 +1815,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "hash_hasher"
-version = "2.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74721d007512d0cb3338cd20f0654ac913920061a4c4d0d8708edb3f2a698c0c"
-
 [[package]]
 name = "hashbrown"
 version = "0.12.3"
@@ -2104,9 +2070,9 @@ dependencies = [
 
 [[package]]
 name = "indoc"
-version = "1.0.9"
+version = "2.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa799dd5ed20a7e349f3b4639aa80d74549c81716d9ec4f994c9b5815598306"
+checksum = "1e186cfbae8084e513daff4240b4797e342f988cecda4fb6c939150f96315fd8"
 
 [[package]]
 name = "inout"
@@ -2256,15 +2222,6 @@ version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
 
-[[package]]
-name = "lexical"
-version = "6.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7aefb36fd43fef7003334742cbf77b243fcd36418a1d1bdd480d613a67968f6"
-dependencies = [
- "lexical-core",
-]
-
 [[package]]
 name = "lexical-core"
 version = "0.8.5"
@@ -2699,24 +2656,6 @@ dependencies = [
  "futures",
 ]
 
-[[package]]
-name = "parquet2"
-version = "0.17.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "579fe5745f02cef3d5f236bfed216fd4693e49e4e920a13475c6132233283bce"
-dependencies = [
- "async-stream",
- "brotli",
- "flate2",
- "futures",
- "lz4",
- "parquet-format-safe",
- "seq-macro",
- "snap",
- "streaming-decompression",
- "zstd 0.12.4",
-]
-
 [[package]]
 name = "password-hash"
 version = "0.4.2"
@@ -2901,9 +2840,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3030de163b9ff2c9dac9a12dcb9be25cc0f2bc7c8e7cd2e4b2592ebed458ce6a"
+checksum = "df8e52f9236eb722da0990a70bbb1216dcc7a77bcb00c63439d2d982823e90d5"
 dependencies = [
  "getrandom",
  "polars-core",
@@ -2917,28 +2856,46 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35cd38a64fb389fd990e4efd433a36331c995c981d353bfef83b5de4d87f1828"
+checksum = "dd503430a6d9779b07915d858865fe998317ef3cfef8973881f578ac5d4baae7"
 dependencies = [
- "arrow2",
+ "ahash",
+ "arrow-format",
+ "atoi_simd",
+ "bytemuck",
+ "chrono",
+ "dyn-clone",
+ "either",
+ "ethnum",
+ "fast-float",
+ "foreign_vec",
+ "futures",
+ "getrandom",
  "hashbrown 0.14.2",
+ "itoa",
+ "lz4",
  "multiversion",
  "num-traits",
  "polars-error",
- "thiserror",
- "version_check",
+ "polars-utils",
+ "rustc_version",
+ "ryu",
+ "simdutf8",
+ "streaming-iterator",
+ "strength_reduce",
+ "zstd 0.13.0",
 ]
 
 [[package]]
 name = "polars-core"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08367c014c07fa8f141680e024f926cab3a1fe839605a8fcf2223647eb45ca71"
+checksum = "ae73d5b8e55decde670caba1cc82b61f14bfb9a72503198f0997d657a98dcfd6"
 dependencies = [
  "ahash",
- "arrow2",
  "bitflags 2.4.1",
+ "bytemuck",
  "chrono",
  "comfy-table",
  "either",
@@ -2962,69 +2919,80 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9b20a09651a299979354945819dc2ce017964b80b916954e9d2ce39002a5f949"
+checksum = "eb0520d68eaa9993ae0c741409d1526beff5b8f48e1d73e4381616f8152cf488"
 dependencies = [
- "arrow2",
+ "arrow-format",
  "regex",
+ "simdutf8",
  "thiserror",
 ]
 
 [[package]]
 name = "polars-io"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88cf4a89c18a90ac20dfbcdfd19ab50ad4ac5a76fc7bb775d3c28bb738cf1f34"
+checksum = "96e10a0745acd6009db64bef0ceb9e23a70b1c27b26a0a6517c91f3e6363bc06"
 dependencies = [
  "ahash",
- "arrow2",
+ "async-trait",
+ "atoi_simd",
  "bytes",
  "chrono",
  "fast-float",
+ "futures",
  "home",
- "lexical",
- "lexical-core",
+ "itoa",
  "memchr",
  "memmap2",
  "num-traits",
  "once_cell",
+ "percent-encoding",
  "polars-arrow",
  "polars-core",
  "polars-error",
  "polars-json",
+ "polars-parquet",
  "polars-time",
  "polars-utils",
  "rayon",
  "regex",
+ "ryu",
  "serde_json",
  "simd-json",
  "simdutf8",
+ "smartstring",
+ "tokio",
+ "tokio-util",
 ]
 
 [[package]]
 name = "polars-json"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6d5666176d681706aef5a06a57597c83391948b3d958f9fbe9b4cf016527eb8"
+checksum = "93b9cb83c19daf334c398e56a9361bd79c8ad0718296db2afab08d476bd84559"
 dependencies = [
  "ahash",
- "arrow2",
+ "chrono",
  "fallible-streaming-iterator",
  "hashbrown 0.14.2",
  "indexmap 2.1.0",
+ "itoa",
  "num-traits",
  "polars-arrow",
  "polars-error",
  "polars-utils",
+ "ryu",
  "simd-json",
+ "streaming-iterator",
 ]
 
 [[package]]
 name = "polars-lazy"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5110eab438848c981cc5f541fbc5b21bb263fd707000b4715233074fb2630fcf"
+checksum = "3555f759705be6dd0d3762d16a0b8787b2dc4da73b57465f3b2bf1a070ba8f20"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
@@ -3046,30 +3014,61 @@ dependencies = [
 
 [[package]]
 name = "polars-ops"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7740d7bc4c2ca08044f9ef599638e116fdd7d687e80d1974b698e390c6ce4252"
+checksum = "1a7eb218296aaa7f79945f08288ca32ca3cf25fa505649eeee689ec21eebf636"
 dependencies = [
+ "ahash",
  "argminmax",
- "arrow2",
  "base64 0.21.5",
+ "bytemuck",
  "either",
+ "hashbrown 0.14.2",
  "hex",
  "indexmap 2.1.0",
  "memchr",
+ "num-traits",
  "polars-arrow",
  "polars-core",
+ "polars-error",
  "polars-utils",
+ "rayon",
  "regex",
  "smartstring",
  "version_check",
 ]
 
+[[package]]
+name = "polars-parquet"
+version = "0.35.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "146010e4b7dd4d2d0e58ddc762f6361f77d7a0385c54471199370c17164f67dd"
+dependencies = [
+ "ahash",
+ "async-stream",
+ "base64 0.21.5",
+ "brotli",
+ "ethnum",
+ "flate2",
+ "futures",
+ "lz4",
+ "num-traits",
+ "parquet-format-safe",
+ "polars-arrow",
+ "polars-error",
+ "polars-utils",
+ "seq-macro",
+ "simdutf8",
+ "snap",
+ "streaming-decompression",
+ "zstd 0.13.0",
+]
+
 [[package]]
 name = "polars-pipe"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f30c5e77c5594ddc958a46fe2e021da2feba9c94e767e1d798bd82ac5a33c3b"
+checksum = "66094e7df64c932a9a7bdfe7df0c65efdcb192096e11a6a765a9778f78b4bdec"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
@@ -3090,17 +3089,19 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "678cbeb730e29e50f0f8d844102d15454fc6113a74c667eab046c0e4a4322a9e"
+checksum = "10e32a0958ef854b132bad7f8369cb3237254635d5e864c99505bc0bc1035fbc"
 dependencies = [
  "ahash",
- "arrow2",
+ "bytemuck",
  "once_cell",
+ "percent-encoding",
  "polars-arrow",
  "polars-core",
  "polars-io",
  "polars-ops",
+ "polars-parquet",
  "polars-time",
  "polars-utils",
  "rayon",
@@ -3112,25 +3113,27 @@ dependencies = [
 
 [[package]]
 name = "polars-row"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c52ef8885b9d13f848839594fbab21ad79fc63f7e11c19cdc2cfe9bb03c313ac"
+checksum = "d135ab81cac2906ba74ea8984c7e6025d081ae5867615bcefb4d84dfdb456dac"
 dependencies = [
- "arrow2",
+ "polars-arrow",
  "polars-error",
  "polars-utils",
 ]
 
 [[package]]
 name = "polars-sql"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4d716855267e3516f722287f68cf10e650e33f7197df83a79e680602471456fc"
+checksum = "b8dbd7786849a5e3ad1fde188bf38141632f626e3a57319b0bbf7a5f1d75519e"
 dependencies = [
  "polars-arrow",
  "polars-core",
+ "polars-error",
  "polars-lazy",
  "polars-plan",
+ "rand",
  "serde",
  "serde_json",
  "sqlparser",
@@ -3138,17 +3141,17 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2eb75a24f11b55a400b52dc19a2a3e949aaaa46a911f99496de4485b1127063"
+checksum = "aae56f79e9cedd617773c1c8f5ca84a31a8b1d593714959d5f799e7bdd98fe51"
 dependencies = [
- "arrow2",
  "atoi",
  "chrono",
  "now",
  "once_cell",
  "polars-arrow",
  "polars-core",
+ "polars-error",
  "polars-ops",
  "polars-utils",
  "regex",
@@ -3157,13 +3160,14 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.33.2"
+version = "0.35.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a4a5e743509096322cad39104d56e329fe2748483a3354a0f0c354724f3cef6"
+checksum = "da6ce68169fe61d46958c8eab7447360f30f2f23f6e24a0ce703a14b0a3cfbfc"
 dependencies = [
  "ahash",
  "bytemuck",
  "hashbrown 0.14.2",
+ "indexmap 2.1.0",
  "num-traits",
  "once_cell",
  "polars-error",
@@ -3300,9 +3304,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.19.2"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e681a6cfdc4adcc93b4d3cf993749a4552018ee0a9b65fc0ccfad74352c72a38"
+checksum = "04e8453b658fe480c3e70c8ed4e3d3ec33eb74988bd186561b0cc66b85c3bc4b"
 dependencies = [
  "cfg-if",
  "indoc",
@@ -3317,9 +3321,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-asyncio"
-version = "0.19.0"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2cc34c1f907ca090d7add03dc523acdd91f3a4dab12286604951e2f5152edad"
+checksum = "6ea6b68e93db3622f3bb3bf363246cf948ed5375afe7abff98ccbdd50b184995"
 dependencies = [
  "futures",
  "once_cell",
@@ -3330,9 +3334,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.19.2"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "076c73d0bc438f7a4ef6fdd0c3bb4732149136abd952b110ac93e4edb13a6ba5"
+checksum = "a96fe70b176a89cff78f2fa7b3c930081e163d5379b4dcdf993e3ae29ca662e5"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -3340,9 +3344,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.19.2"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e53cee42e77ebe256066ba8aa77eff722b3bb91f3419177cf4cd0f304d3284d9"
+checksum = "214929900fd25e6604661ed9cf349727c8920d47deff196c4e28165a6ef2a96b"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -3350,32 +3354,33 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.19.2"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfeb4c99597e136528c6dd7d5e3de5434d1ceaf487436a3f03b2d56b6fc9efd1"
+checksum = "dac53072f717aa1bfa4db832b39de8c875b7c7af4f4a6fe93cdbf9264cf8383b"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.38",
 ]
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.19.2"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "947dc12175c254889edc0c02e399476c2f652b4b9ebd123aa655c224de259536"
+checksum = "7774b5a8282bd4f25f803b1f0d945120be959a36c72e08e7cd031c792fdfd424"
 dependencies = [
+ "heck",
  "proc-macro2",
  "quote",
- "syn 1.0.109",
+ "syn 2.0.38",
 ]
 
 [[package]]
 name = "pyo3-polars"
-version = "0.7.0"
+version = "0.9.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16058b57fcddb38934c573e4c7460c221bbb33b7bdb876f4cc6a25bb9b6cb153"
+checksum = "e37da190c68036cb620bbde9a8933839addfa4b66e9903b9b1dc751b2b00e7d7"
 dependencies = [
  "polars",
  "polars-core",
@@ -3521,6 +3526,26 @@ dependencies = [
  "thiserror",
 ]
 
+[[package]]
+name = "ref-cast"
+version = "1.0.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "acde58d073e9c79da00f2b5b84eed919c8326832648a5b109b3fce1bb1175280"
+dependencies = [
+ "ref-cast-impl",
+]
+
+[[package]]
+name = "ref-cast-impl"
+version = "1.0.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f7473c2cfcf90008193dd0e3e16599455cb601a9fce322b5bb55de799664925"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.38",
+]
+
 [[package]]
 name = "regex"
 version = "1.10.2"
@@ -3950,15 +3975,16 @@ dependencies = [
 
 [[package]]
 name = "simd-json"
-version = "0.10.7"
+version = "0.13.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "80ea1dfc2c400965867fc4ddd6f502572be2de2074b39f90984ed15fbdbdd8eb"
+checksum = "e5a3720326b20bf5b95b72dbbd133caae7e0dcf71eae8f6e6656e71a7e5c9aaa"
 dependencies = [
  "ahash",
  "getrandom",
  "halfbrown",
  "lexical-core",
  "once_cell",
+ "ref-cast",
  "serde",
  "serde_json",
  "simdutf8",
@@ -4079,9 +4105,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.36.1"
+version = "0.39.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2eaa1e88e78d2c2460d78b7dc3f0c08dbb606ab4222f9aff36f420d36e307d87"
+checksum = "743b4dc2cbde11890ccb254a8fc9d537fa41b36da00de2a1c5e9848c9bc42bd7"
 dependencies = [
  "log",
 ]
@@ -4602,9 +4628,9 @@ checksum = "f962df74c8c05a667b5ee8bcf162993134c104e96440b663c8daa176dc772d8c"
 
 [[package]]
 name = "unindent"
-version = "0.1.11"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1766d682d402817b5ac4490b3c3002d91dfa0d22812f341609f97b08757359c"
+checksum = "c7de7d73e1754487cb58364ee906a499937a0dfabd86bcb980fa99ec8c8fa2ce"
 
 [[package]]
 name = "untrusted"
@@ -4653,9 +4679,9 @@ dependencies = [
 
 [[package]]
 name = "value-trait"
-version = "0.6.1"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09a5b6c8ceb01263b969cac48d4a6705134d490ded13d889e52c0cfc80c6945e"
+checksum = "ea87257cfcbedcb9444eda79c59fdfea71217e6305afee8ee33f500375c2ac97"
 dependencies = [
  "float-cmp",
  "halfbrown",
@@ -5064,11 +5090,11 @@ dependencies = [
 
 [[package]]
 name = "zstd"
-version = "0.12.4"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a27595e173641171fc74a1232b7b1c7a7cb6e18222c11e9dfb9888fa424c53c"
+checksum = "bffb3309596d527cfcba7dfc6ed6052f1d39dfbd7c867aa2e865e4a449c10110"
 dependencies = [
- "zstd-safe 6.0.6",
+ "zstd-safe 7.0.0",
 ]
 
 [[package]]
@@ -5083,11 +5109,10 @@ dependencies = [
 
 [[package]]
 name = "zstd-safe"
-version = "6.0.6"
+version = "7.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee98ffd0b48ee95e6c5168188e44a54550b1564d9d530ee21d5f0eaed1069581"
+checksum = "43747c7422e2924c11144d5229878b98180ef8b06cca4ab5af37afc8a8d8ea3e"
 dependencies = [
- "libc",
  "zstd-sys",
 ]
 
diff --git a/Cargo.toml b/Cargo.toml
index 22c9b6ab..ba17905d 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -35,7 +35,7 @@ heck = "0.4.1"
 indexmap = "2.1.0"
 indicatif = "0.17.7"
 lazy_static = "1.4.0"
-polars = { version = "0.33", features = [
+polars = { version = "0.35.0", features = [
     "parquet",
     "string_encoding",
     "polars-lazy",
@@ -45,10 +45,10 @@ polars = { version = "0.33", features = [
     "dtype-struct",
 ] }
 prefix-hex = "0.7.1"
-pyo3 = { version = "0.19.0", features = ["extension-module"] }
-pyo3-build-config = "0.19.0"
-pyo3-asyncio = { version = "0.19.0", features = ["tokio-runtime"] }
-pyo3-polars = "0.7.0"
+pyo3 = { version = "0.20.0", features = ["extension-module"] }
+pyo3-build-config = "0.20.0"
+pyo3-asyncio = { version = "0.20.0", features = ["tokio-runtime"] }
+pyo3-polars = "0.9.0"
 rand = "0.8.5"
 regex = "1.10.2"
 serde = { version = "1.0.191", features = ["derive"] }