diff --git a/Cargo.lock b/Cargo.lock
index dd7ebb21..6b109f3f 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -240,9 +240,9 @@ dependencies = [
 
 [[package]]
 name = "atoi_simd"
-version = "0.15.3"
+version = "0.15.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc41b65e01b6851bdcd2d741824e6b310d571396bf3915e31e4792034ee65126"
+checksum = "9ae037714f313c1353189ead58ef9eec30a8e8dc101b2622d461418fd59e28a9"
 
 [[package]]
 name = "auto_impl"
@@ -1971,7 +1971,7 @@ dependencies = [
  "iana-time-zone-haiku",
  "js-sys",
  "wasm-bindgen",
- "windows-core",
+ "windows-core 0.51.1",
 ]
 
 [[package]]
@@ -2290,9 +2290,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.149"
+version = "0.2.152"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a08173bc88b7955d1b3145aa561539096c421ac8debde8cbc3612ec635fee29b"
+checksum = "13e3bf6590cbc649f4d1a3eefc9d5d6eb746f5200ffb04e5e142700b8faa56e7"
 
 [[package]]
 name = "libm"
@@ -2852,9 +2852,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df8e52f9236eb722da0990a70bbb1216dcc7a77bcb00c63439d2d982823e90d5"
+checksum = "938048fcda6a8e2ace6eb168bee1b415a92423ce51e418b853bf08fc40349b6b"
 dependencies = [
  "getrandom",
  "polars-core",
@@ -2868,9 +2868,9 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd503430a6d9779b07915d858865fe998317ef3cfef8973881f578ac5d4baae7"
+checksum = "ce68a02f698ff7787c261aea1b4c040a8fe183a8fb200e2436d7f35d95a1b86f"
 dependencies = [
  "ahash",
  "arrow-format",
@@ -2891,19 +2891,32 @@ dependencies = [
  "num-traits",
  "polars-error",
  "polars-utils",
- "rustc_version",
  "ryu",
  "simdutf8",
  "streaming-iterator",
  "strength_reduce",
+ "version_check",
  "zstd 0.13.0",
 ]
 
+[[package]]
+name = "polars-compute"
+version = "0.36.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b14fbc5f141b29b656a4cec4802632e5bff10bf801c6809c6bbfbd4078a044dd"
+dependencies = [
+ "bytemuck",
+ "num-traits",
+ "polars-arrow",
+ "polars-utils",
+ "version_check",
+]
+
 [[package]]
 name = "polars-core"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae73d5b8e55decde670caba1cc82b61f14bfb9a72503198f0997d657a98dcfd6"
+checksum = "d0f5efe734b6cbe5f97ea769be8360df5324fade396f1f3f5ad7fe9360ca4a23"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
@@ -2916,6 +2929,7 @@ dependencies = [
  "num-traits",
  "once_cell",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-row",
  "polars-utils",
@@ -2931,9 +2945,9 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb0520d68eaa9993ae0c741409d1526beff5b8f48e1d73e4381616f8152cf488"
+checksum = "6396de788f99ebfc9968e7b6f523e23000506cde4ba6dfc62ae4ce949002a886"
 dependencies = [
  "arrow-format",
  "regex",
@@ -2943,9 +2957,9 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96e10a0745acd6009db64bef0ceb9e23a70b1c27b26a0a6517c91f3e6363bc06"
+checksum = "7d0458efe8946f4718fd352f230c0db5a37926bd0d2bd25af79dc24746abaaea"
 dependencies = [
  "ahash",
  "async-trait",
@@ -2981,9 +2995,9 @@ dependencies = [
 
 [[package]]
 name = "polars-json"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93b9cb83c19daf334c398e56a9361bd79c8ad0718296db2afab08d476bd84559"
+checksum = "ea47d46b7a98fa683ef235ad48b783abf61734828e754096cfbdc77404fff9b3"
 dependencies = [
  "ahash",
  "chrono",
@@ -3002,9 +3016,9 @@ dependencies = [
 
 [[package]]
 name = "polars-lazy"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3555f759705be6dd0d3762d16a0b8787b2dc4da73b57465f3b2bf1a070ba8f20"
+checksum = "9d7105b40905bb38e8fc4a7fd736594b7491baa12fad3ac492969ca221a1b5d5"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
@@ -3026,9 +3040,9 @@ dependencies = [
 
 [[package]]
 name = "polars-ops"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7eb218296aaa7f79945f08288ca32ca3cf25fa505649eeee689ec21eebf636"
+checksum = "2e09afc456ab11e75e5dcb43e00a01c71f3a46a2781e450054acb6bb096ca78e"
 dependencies = [
  "ahash",
  "argminmax",
@@ -3041,6 +3055,7 @@ dependencies = [
  "memchr",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-error",
  "polars-utils",
@@ -3052,9 +3067,9 @@ dependencies = [
 
 [[package]]
 name = "polars-parquet"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "146010e4b7dd4d2d0e58ddc762f6361f77d7a0385c54471199370c17164f67dd"
+checksum = "7ba24d67b1f64ab85143033dd46fa090b13c0f74acdf91b0780c16aecf005e3d"
 dependencies = [
  "ahash",
  "async-stream",
@@ -3078,9 +3093,9 @@ dependencies = [
 
 [[package]]
 name = "polars-pipe"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66094e7df64c932a9a7bdfe7df0c65efdcb192096e11a6a765a9778f78b4bdec"
+checksum = "d9b7ead073cc3917027d77b59861a9f071db47125de9314f8907db1a0a3e4100"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
@@ -3088,6 +3103,7 @@ dependencies = [
  "hashbrown 0.14.2",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-io",
  "polars-ops",
@@ -3101,9 +3117,9 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10e32a0958ef854b132bad7f8369cb3237254635d5e864c99505bc0bc1035fbc"
+checksum = "384a175624d050c31c473ee11df9d7af5d729ae626375e522158cfb3d150acd0"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -3112,6 +3128,7 @@ dependencies = [
  "polars-arrow",
  "polars-core",
  "polars-io",
+ "polars-json",
  "polars-ops",
  "polars-parquet",
  "polars-time",
@@ -3125,9 +3142,9 @@ dependencies = [
 
 [[package]]
 name = "polars-row"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d135ab81cac2906ba74ea8984c7e6025d081ae5867615bcefb4d84dfdb456dac"
+checksum = "32322f7acbb83db3e9c7697dc821be73d06238da89c817dcc8bc1549a5e9c72f"
 dependencies = [
  "polars-arrow",
  "polars-error",
@@ -3136,9 +3153,9 @@ dependencies = [
 
 [[package]]
 name = "polars-sql"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8dbd7786849a5e3ad1fde188bf38141632f626e3a57319b0bbf7a5f1d75519e"
+checksum = "9f0b4c6ddffdfd0453e84bc3918572c633014d661d166654399cf93752aa95b5"
 dependencies = [
  "polars-arrow",
  "polars-core",
@@ -3153,9 +3170,9 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae56f79e9cedd617773c1c8f5ca84a31a8b1d593714959d5f799e7bdd98fe51"
+checksum = "dee2649fc96bd1b6584e0e4a4b3ca7d22ed3d117a990e63ad438ecb26f7544d0"
 dependencies = [
  "atoi",
  "chrono",
@@ -3172,9 +3189,9 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.35.4"
+version = "0.36.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da6ce68169fe61d46958c8eab7447360f30f2f23f6e24a0ce703a14b0a3cfbfc"
+checksum = "b174ca4a77ad47d7b91a0460aaae65bbf874c8bfbaaa5308675dadef3976bbda"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -3390,9 +3407,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-polars"
-version = "0.9.0"
+version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e37da190c68036cb620bbde9a8933839addfa4b66e9903b9b1dc751b2b00e7d7"
+checksum = "b1e983cb07cf665ea6e645ae9263c358062580f23a9aee41618a5706d4a7cc21"
 dependencies = [
  "polars",
  "polars-core",
@@ -4242,16 +4259,16 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.29.10"
+version = "0.30.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a18d114d420ada3a891e6bc8e96a2023402203296a47cdd65083377dad18ba5"
+checksum = "1fb4f3438c8f6389c864e61221cbc97e9bca98b4daf39a5beb7bea660f528bb2"
 dependencies = [
  "cfg-if",
  "core-foundation-sys",
  "libc",
  "ntapi",
  "once_cell",
- "winapi",
+ "windows",
 ]
 
 [[package]]
@@ -4845,6 +4862,16 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
+[[package]]
+name = "windows"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e48a53791691ab099e5e2ad123536d0fff50652600abaf43bbf952894110d0be"
+dependencies = [
+ "windows-core 0.52.0",
+ "windows-targets 0.52.0",
+]
+
 [[package]]
 name = "windows-core"
 version = "0.51.1"
@@ -4854,6 +4881,15 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "windows-core"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+dependencies = [
+ "windows-targets 0.52.0",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.45.0"
@@ -4902,6 +4938,21 @@ dependencies = [
  "windows_x86_64_msvc 0.48.5",
 ]
 
+[[package]]
+name = "windows-targets"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+dependencies = [
+ "windows_aarch64_gnullvm 0.52.0",
+ "windows_aarch64_msvc 0.52.0",
+ "windows_i686_gnu 0.52.0",
+ "windows_i686_msvc 0.52.0",
+ "windows_x86_64_gnu 0.52.0",
+ "windows_x86_64_gnullvm 0.52.0",
+ "windows_x86_64_msvc 0.52.0",
+]
+
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.42.2"
@@ -4914,6 +4965,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.42.2"
@@ -4926,6 +4983,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.42.2"
@@ -4938,6 +5001,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.42.2"
@@ -4950,6 +5019,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.42.2"
@@ -4962,6 +5037,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.42.2"
@@ -4974,6 +5055,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.42.2"
@@ -4986,6 +5073,12 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
 
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+
 [[package]]
 name = "winnow"
 version = "0.5.18"
diff --git a/Cargo.toml b/Cargo.toml
index 8949a9f1..87f248c9 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -36,7 +36,7 @@ indexmap = "2.1.0"
 indicatif = "0.17.7"
 lazy_static = "1.4.0"
 mesc = "0.1.0"
-polars = { version = "0.35.4", features = [
+polars = { version = "0.36.2", features = [
     "parquet",
     "string_encoding",
     "polars-lazy",
@@ -49,7 +49,7 @@ prefix-hex = "0.7.1"
 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"
+pyo3-polars = "0.10.0"
 rand = "0.8.5"
 regex = "1.10.2"
 serde = { version = "1.0.191", features = ["derive"] }