diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml
index 89c8b37f..fdc12461 100644
--- a/.github/workflows/lint.yaml
+++ b/.github/workflows/lint.yaml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-      - uses: dtolnay/rust-toolchain@nightly
+      - uses: dtolnay/rust-toolchain
         with:
           components: rustfmt
       - name: cargo fmt
@@ -25,7 +25,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-      - uses: dtolnay/rust-toolchain@nightly
+      - uses: dtolnay/rust-toolchain
         with:
           components: clippy
       - name: cargo clippy
@@ -39,7 +39,7 @@ jobs:
       - uses: actions/setup-python@v4
         with:
           python-version: '3.x'
-      - uses: psf/black@23.1.0
+      - uses: psf/black@stable
 
   ruff:
     name: Ruff
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 5a56acef..a4ee099a 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -31,7 +31,6 @@ jobs:
           args: --release --out dist --find-interpreter
           sccache: "true"
           manylinux: auto
-          rust-toolchain: nightly
       - name: Upload wheels
         uses: actions/upload-artifact@v3
         with:
@@ -55,7 +54,6 @@ jobs:
   #         target: ${{ matrix.target }}
   #         args: --release --out dist --find-interpreter
   #         sccache: "true"
-  #         rust-toolchain: nightly
   #     - name: Upload wheels
   #       uses: actions/upload-artifact@v3
   #       with:
@@ -78,7 +76,6 @@ jobs:
           target: ${{ matrix.target }}
           args: --release --out dist --find-interpreter
           sccache: "true"
-          rust-toolchain: nightly
       - name: Upload wheels
         uses: actions/upload-artifact@v3
         with:
diff --git a/Cargo.lock b/Cargo.lock
index c9c3e47e..1f5f22e4 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -97,16 +97,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
 
-[[package]]
-name = "arrow-format"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07884ea216994cdc32a2d5f8274a8bee979cfe90274b83f86f440866ee3132c7"
-dependencies = [
- "planus",
- "serde",
-]
-
 [[package]]
 name = "atoi"
 version = "2.0.0"
@@ -309,6 +299,28 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "chrono-tz"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d59ae0466b83e838b81a54256c39d5d7c20b9d7daa10510a242d9b75abd5936e"
+dependencies = [
+ "chrono",
+ "chrono-tz-build",
+ "phf",
+]
+
+[[package]]
+name = "chrono-tz-build"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
+dependencies = [
+ "parse-zoneinfo",
+ "phf",
+ "phf_codegen",
+]
+
 [[package]]
 name = "ciborium"
 version = "0.2.1"
@@ -816,6 +828,12 @@ version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d77f7ec81a6d05a3abb01ab6eb7590f6083d08449fe5a1c8b1e620283546ccb7"
 
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
 [[package]]
 name = "home"
 version = "0.5.9"
@@ -842,7 +860,7 @@ dependencies = [
  "iana-time-zone-haiku",
  "js-sys",
  "wasm-bindgen",
- "windows-core",
+ "windows-core 0.51.1",
 ]
 
 [[package]]
@@ -882,21 +900,20 @@ dependencies = [
 
 [[package]]
 name = "image"
-version = "0.24.5"
-source = "git+https://github.com/Shnatsel/image?branch=zune-jpeg-sneaky#1f6e8d89cb3490d24d87c7e9d820c8a57b646a24"
+version = "0.24.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "034bbe799d1909622a74d1193aa50147769440040ff36cb2baa947609b0a4e23"
 dependencies = [
  "bytemuck",
  "byteorder",
  "color_quant",
  "exr",
  "gif",
- "num-rational",
+ "jpeg-decoder",
  "num-traits",
  "png",
  "qoi",
  "tiff",
- "zune-core",
- "zune-jpeg",
 ]
 
 [[package]]
@@ -974,6 +991,12 @@ version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b1a46d1a171d865aa5f83f92695765caa047a9b4cbae2cbf37dbd613a793fd4c"
 
+[[package]]
+name = "itoap"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9028f49264629065d057f340a86acb84867925865f73bbf8d47b4d149a7e88b8"
+
 [[package]]
 name = "jobserver"
 version = "0.1.27"
@@ -988,6 +1011,9 @@ name = "jpeg-decoder"
 version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bc0000e42512c92e31c2252315bda326620a4e034105e900c98ec492fa077b3e"
+dependencies = [
+ "rayon",
+]
 
 [[package]]
 name = "js-sys"
@@ -1206,7 +1232,8 @@ dependencies = [
 [[package]]
 name = "nshare"
 version = "0.9.0"
-source = "git+https://github.com/benjaminrwilson/nshare?rev=e896e103dc6b6e449b760d1e6d639590a864a80b#e896e103dc6b6e449b760d1e6d639590a864a80b"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4447657cd40e3107416ec4f2ac3e61a18781b00061789e3b8f4bbcbccb26c4c6"
 dependencies = [
  "image",
  "nalgebra",
@@ -1404,6 +1431,15 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "parse-zoneinfo"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c705f256449c60da65e11ff6626e0c16a0a0b96aaa348de61376b249bc340f41"
+dependencies = [
+ "regex",
+]
+
 [[package]]
 name = "paste"
 version = "1.0.14"
@@ -1416,6 +1452,44 @@ version = "2.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
 
+[[package]]
+name = "phf"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+dependencies = [
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_codegen"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+dependencies = [
+ "phf_shared",
+ "rand",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pkg-config"
 version = "0.3.27"
@@ -1474,9 +1548,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df8e52f9236eb722da0990a70bbb1216dcc7a77bcb00c63439d2d982823e90d5"
+checksum = "e43795c49010cb851d45227caa17769e83760e21d260ba6285c563b754e1652f"
 dependencies = [
  "getrandom",
  "polars-core",
@@ -1490,15 +1564,16 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd503430a6d9779b07915d858865fe998317ef3cfef8973881f578ac5d4baae7"
+checksum = "faacd21a2548fa6d50c72d6b8d4649a8e029a0f3c6c5545b7f436f0610e49b0f"
 dependencies = [
  "ahash",
- "arrow-format",
+ "atoi",
  "atoi_simd",
  "bytemuck",
  "chrono",
+ "chrono-tz",
  "dyn-clone",
  "either",
  "ethnum",
@@ -1507,30 +1582,57 @@ dependencies = [
  "getrandom",
  "hashbrown 0.14.3",
  "itoa",
+ "itoap",
  "lz4",
  "multiversion",
  "num-traits",
+ "polars-arrow-format",
  "polars-error",
  "polars-utils",
- "rustc_version",
  "ryu",
  "serde",
  "simdutf8",
  "streaming-iterator",
  "strength_reduce",
+ "version_check",
  "zstd",
 ]
 
+[[package]]
+name = "polars-arrow-format"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19b0ef2474af9396b19025b189d96e992311e6a47f90c53cd998b36c4c64b84c"
+dependencies = [
+ "planus",
+ "serde",
+]
+
+[[package]]
+name = "polars-compute"
+version = "0.37.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32d9dc87f8003ae0edeef5ad9ac92b2a345480bbe17adad64496113ae84706dd"
+dependencies = [
+ "bytemuck",
+ "num-traits",
+ "polars-arrow",
+ "polars-error",
+ "polars-utils",
+ "version_check",
+]
+
 [[package]]
 name = "polars-core"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae73d5b8e55decde670caba1cc82b61f14bfb9a72503198f0997d657a98dcfd6"
+checksum = "befd4d280a82219a01035c4f901319ceba65998c594d0c64f9a439cdee1d7777"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
  "bytemuck",
  "chrono",
+ "chrono-tz",
  "comfy-table",
  "either",
  "hashbrown 0.14.3",
@@ -1539,6 +1641,7 @@ dependencies = [
  "num-traits",
  "once_cell",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-row",
  "polars-utils",
@@ -1555,11 +1658,11 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb0520d68eaa9993ae0c741409d1526beff5b8f48e1d73e4381616f8152cf488"
+checksum = "50f2435b02d1ba36d8c1f6a722cad04e4c0b2705a3112c5706e6960d405d7798"
 dependencies = [
- "arrow-format",
+ "polars-arrow-format",
  "regex",
  "simdutf8",
  "thiserror",
@@ -1567,9 +1670,9 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96e10a0745acd6009db64bef0ceb9e23a70b1c27b26a0a6517c91f3e6363bc06"
+checksum = "b51fba2cf014cb39c2b38353d601540fb9db643be65abb9ca8ff44b9c4c4a88e"
 dependencies = [
  "ahash",
  "atoi_simd",
@@ -1598,9 +1701,9 @@ dependencies = [
 
 [[package]]
 name = "polars-lazy"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3555f759705be6dd0d3762d16a0b8787b2dc4da73b57465f3b2bf1a070ba8f20"
+checksum = "d83343e413346f048f3a5ad07c0ea4b5d0bada701a482878213142970b0ddff8"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
@@ -1621,19 +1724,24 @@ dependencies = [
 
 [[package]]
 name = "polars-ops"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7eb218296aaa7f79945f08288ca32ca3cf25fa505649eeee689ec21eebf636"
+checksum = "6395f5fd5e1adf016fd6403c0a493181c1a349a7a145b2687cdf50a0d630310a"
 dependencies = [
  "ahash",
  "argminmax",
+ "base64",
  "bytemuck",
+ "chrono",
+ "chrono-tz",
  "either",
  "hashbrown 0.14.3",
+ "hex",
  "indexmap 2.1.0",
  "memchr",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-error",
  "polars-utils",
@@ -1641,14 +1749,15 @@ dependencies = [
  "regex",
  "serde",
  "smartstring",
+ "unicode-reverse",
  "version_check",
 ]
 
 [[package]]
 name = "polars-pipe"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66094e7df64c932a9a7bdfe7df0c65efdcb192096e11a6a765a9778f78b4bdec"
+checksum = "390a831b864bc57a4cb260b0595030dfb6a4260a3723cf8ca17968ee2078b8ff"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
@@ -1656,6 +1765,7 @@ dependencies = [
  "hashbrown 0.14.3",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-io",
  "polars-ops",
@@ -1669,12 +1779,13 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10e32a0958ef854b132bad7f8369cb3237254635d5e864c99505bc0bc1035fbc"
+checksum = "7fb7d7527be2aa33baace9000f6772eb9df7cd57ec010a4b273435d2dc1349e8"
 dependencies = [
  "ahash",
  "bytemuck",
+ "chrono-tz",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
@@ -1693,9 +1804,9 @@ dependencies = [
 
 [[package]]
 name = "polars-row"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d135ab81cac2906ba74ea8984c7e6025d081ae5867615bcefb4d84dfdb456dac"
+checksum = "f4984d97aad3d0db92afe76ebcab10b5e37a1216618b5703ae0d2917ccd6168c"
 dependencies = [
  "polars-arrow",
  "polars-error",
@@ -1704,10 +1815,11 @@ dependencies = [
 
 [[package]]
 name = "polars-sql"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8dbd7786849a5e3ad1fde188bf38141632f626e3a57319b0bbf7a5f1d75519e"
+checksum = "77f62a8b8f93146ec1eb2ef340d77eeb174e8010035e449bfdd424d2b1fd944a"
 dependencies = [
+ "hex",
  "polars-arrow",
  "polars-core",
  "polars-error",
@@ -1721,12 +1833,13 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae56f79e9cedd617773c1c8f5ca84a31a8b1d593714959d5f799e7bdd98fe51"
+checksum = "6d75348a51d0c97f3b83df860ecb35a6ac6c5dafc6278cac4e1ac101d96dc753"
 dependencies = [
  "atoi",
  "chrono",
+ "chrono-tz",
  "now",
  "once_cell",
  "polars-arrow",
@@ -1741,9 +1854,9 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da6ce68169fe61d46958c8eab7447360f30f2f23f6e24a0ce703a14b0a3cfbfc"
+checksum = "38f9c955bb1e9b55d835aeb7fe4e4e8826e01abe5f0ada979ceb7d2b9af7b569"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -1781,9 +1894,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04e8453b658fe480c3e70c8ed4e3d3ec33eb74988bd186561b0cc66b85c3bc4b"
+checksum = "9a89dc7a5850d0e983be1ec2a463a171d20990487c3cfcd68b5363f1ee3d6fe0"
 dependencies = [
  "cfg-if",
  "indoc",
@@ -1798,9 +1911,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a96fe70b176a89cff78f2fa7b3c930081e163d5379b4dcdf993e3ae29ca662e5"
+checksum = "07426f0d8fe5a601f26293f300afd1a7b1ed5e78b2a705870c5f30893c5163be"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -1808,9 +1921,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "214929900fd25e6604661ed9cf349727c8920d47deff196c4e28165a6ef2a96b"
+checksum = "dbb7dec17e17766b46bca4f1a4215a85006b4c2ecde122076c562dd058da6cf1"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -1818,9 +1931,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dac53072f717aa1bfa4db832b39de8c875b7c7af4f4a6fe93cdbf9264cf8383b"
+checksum = "05f738b4e40d50b5711957f142878cfa0f28e054aa0ebdfc3fd137a843f74ed3"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
@@ -1830,9 +1943,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.20.0"
+version = "0.20.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7774b5a8282bd4f25f803b1f0d945120be959a36c72e08e7cd031c792fdfd424"
+checksum = "0fc910d4851847827daf9d6cdd4a823fbdaab5b8818325c5e97a86da79e8881f"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -1842,9 +1955,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-polars"
-version = "0.9.0"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e37da190c68036cb620bbde9a8933839addfa4b66e9903b9b1dc751b2b00e7d7"
+checksum = "7fa311764163c831c75f9ca49499abacbf7ece676cad0b059d962a384aa18224"
 dependencies = [
  "polars",
  "polars-core",
@@ -1991,15 +2104,6 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
-[[package]]
-name = "rustc_version"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa0f585226d2e68097d4f95d113b15b83a82e819ab25717ec0590d9584ef366"
-dependencies = [
- "semver",
-]
-
 [[package]]
 name = "rustix"
 version = "0.38.28"
@@ -2102,12 +2206,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "semver"
-version = "1.0.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "836fa6a3e1e547f9a2c4040802ec865b5d85f4014efe00555d7090a3dcaa1090"
-
 [[package]]
 name = "serde"
 version = "1.0.193"
@@ -2164,6 +2262,12 @@ version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f27f6278552951f1f2b8cf9da965d10969b2efdea95a6ec47987ab46edfe263a"
 
+[[package]]
+name = "siphasher"
+version = "0.3.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+
 [[package]]
 name = "smallvec"
 version = "1.11.2"
@@ -2280,16 +2384,16 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.29.11"
+version = "0.30.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd727fc423c2060f6c92d9534cef765c65a6ed3f428a03d7def74a8c4348e666"
+checksum = "1fb4f3438c8f6389c864e61221cbc97e9bca98b4daf39a5beb7bea660f528bb2"
 dependencies = [
  "cfg-if",
  "core-foundation-sys",
  "libc",
  "ntapi",
  "once_cell",
- "winapi",
+ "windows",
 ]
 
 [[package]]
@@ -2374,9 +2478,9 @@ dependencies = [
 
 [[package]]
 name = "tiff"
-version = "0.8.1"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7449334f9ff2baf290d55d73983a7d6fa15e01198faef72af07e2a8db851e471"
+checksum = "ba1310fcea54c6a9a4fd1aad794ecc02c31682f6bfbecdf460bf19533eed1e3e"
 dependencies = [
  "flate2",
  "jpeg-decoder",
@@ -2435,6 +2539,21 @@ dependencies = [
  "tinyvec",
 ]
 
+[[package]]
+name = "unicode-reverse"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bea5dacebb0d2d0a69a6700a05b59b3908bf801bf563a49bd27a1b60122962c"
+dependencies = [
+ "unicode-segmentation",
+]
+
+[[package]]
+name = "unicode-segmentation"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d4c87d22b6e3f4a18d4d40ef354e97c90fcb14dd91d7dc0aa9d8a1172ebf7202"
+
 [[package]]
 name = "unicode-width"
 version = "0.1.11"
@@ -2612,6 +2731,16 @@ 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"
@@ -2621,6 +2750,15 @@ 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"
@@ -2884,15 +3022,6 @@ dependencies = [
  "pkg-config",
 ]
 
-[[package]]
-name = "zune-core"
-version = "0.2.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "29ca36c2e02af0d8d7ee977542bfe33ed1c516be73d3c1faa4420af46e96ceee"
-dependencies = [
- "bitflags 2.4.1",
-]
-
 [[package]]
 name = "zune-inflate"
 version = "0.2.54"
@@ -2901,13 +3030,3 @@ checksum = "73ab332fe2f6680068f3582b16a24f90ad7096d5d39b974d1c0aff0125116f02"
 dependencies = [
  "simd-adler32",
 ]
-
-[[package]]
-name = "zune-jpeg"
-version = "0.3.17"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2848e8f4f29dbdcc79910ab3abdff22bb0bacef8556f2a983b5ca950d8b4991e"
-dependencies = [
- "log",
- "zune-core",
-]
diff --git a/conda/environment.yml b/conda/environment.yml
index 10c590fd..6882c848 100644
--- a/conda/environment.yml
+++ b/conda/environment.yml
@@ -3,7 +3,6 @@ channels:
   - pytorch
   - conda-forge
 dependencies:
-  - conda-forge/label/rust_dev::rust
   - av
   - click
   - joblib
@@ -22,6 +21,7 @@ dependencies:
   - pyarrow
   - pyproj
   - rich
+  - rust
   - scipy
   - pytorch
   - tqdm
diff --git a/rust/Cargo.toml b/rust/Cargo.toml
index 77986f46..51dba9ed 100644
--- a/rust/Cargo.toml
+++ b/rust/Cargo.toml
@@ -10,7 +10,9 @@ crate-type = ["cdylib", "lib"]
 
 [dependencies]
 anyhow = "1.0.66"
-argminmax = { version = "0.6.1", features = ["ndarray"] }
+argminmax = { version = "0.6.1", features = [
+    "ndarray",
+], default-features = false }
 blas-src = { version = "0.8", optional = true }
 bincode = "1.3.3"
 dirs = "4.0.0"
@@ -18,7 +20,7 @@ env_logger = "0.10.0"
 glob = "0.3.1"
 log = "0.4.17"
 ignore = "0.4.20"
-image = { git = "https://github.com/Shnatsel/image", branch = "zune-jpeg-sneaky" }
+image = { version = "0.24.8" }
 indicatif = "0.17.3"
 itertools = "0.10.5"
 ndarray = { version = "0.15.6", features = [
@@ -26,13 +28,11 @@ ndarray = { version = "0.15.6", features = [
     "matrixmultiply-threading",
     "rayon",
 ] }
-nshare = { git = "https://github.com/benjaminrwilson/nshare", rev = "e896e103dc6b6e449b760d1e6d639590a864a80b", features = [
-    "ndarray",
-] }
+nshare = { version = "0.9.0", features = ["ndarray"] }
 numpy = { version = "0.20.0" }
 once_cell = "1.17.1"
 openblas-src = { version = "0.10.8", optional = true }
-polars = { version = "0.35.4", features = [
+polars = { version = "0.37.0", features = [
     "asof_join",
     "dtype-u8",
     "dtype-u16",
@@ -42,8 +42,8 @@ polars = { version = "0.35.4", features = [
     "serde",
     "serde-lazy",
 ] }
-pyo3 = { version = "0.20.0", features = ["extension-module"] }
-pyo3-polars = "0.9.0"
+pyo3 = { version = "0.20.2", features = ["extension-module"] }
+pyo3-polars = "0.11.3"
 rand = "0.8.5"
 rand_distr = "0.4.3"
 rayon = "1.7.0"
diff --git a/rust/src/io.rs b/rust/src/io.rs
index 1c9e7be4..ec6f64d3 100644
--- a/rust/src/io.rs
+++ b/rust/src/io.rs
@@ -84,7 +84,7 @@ pub fn read_accumulate_lidar(
     memory_mapped: bool,
 ) -> LazyFrame {
     let start_idx = i64::max(idx as i64 - num_accumulated_sweeps as i64 + 1, 0) as usize;
-    let log_ids = file_index["log_id"].utf8().unwrap();
+    let log_ids = file_index["log_id"].str().unwrap();
     let timestamps = file_index["timestamp_ns"].u64().unwrap();
     let poses_path = log_dir.join("city_SE3_egovehicle.feather");
     let poses = read_feather_eager(&poses_path, memory_mapped);
diff --git a/src/av2/datasets/motion_forecasting/viz/scenario_visualization.py b/src/av2/datasets/motion_forecasting/viz/scenario_visualization.py
index 66ea94ee..4a0fa1ad 100644
--- a/src/av2/datasets/motion_forecasting/viz/scenario_visualization.py
+++ b/src/av2/datasets/motion_forecasting/viz/scenario_visualization.py
@@ -39,9 +39,9 @@
 _DEFAULT_ACTOR_COLOR: Final[str] = "#D3E8EF"
 _FOCAL_AGENT_COLOR: Final[str] = "#ECA25B"
 _AV_COLOR: Final[str] = "#007672"
-_BOUNDING_BOX_ZORDER: Final[
-    int
-] = 100  # Ensure actor bounding boxes are plotted on top of all map elements
+_BOUNDING_BOX_ZORDER: Final[int] = (
+    100  # Ensure actor bounding boxes are plotted on top of all map elements
+)
 
 _STATIC_OBJECT_TYPES: Set[ObjectType] = {
     ObjectType.STATIC,
diff --git a/src/av2/evaluation/detection/eval.py b/src/av2/evaluation/detection/eval.py
index df37a9d4..18cd8438 100644
--- a/src/av2/evaluation/detection/eval.py
+++ b/src/av2/evaluation/detection/eval.py
@@ -281,9 +281,9 @@ def summarize_metrics(
             )
 
             # Record the average precision.
-            average_precisions.loc[
-                category, affinity_threshold_m
-            ] = threshold_average_precision
+            average_precisions.loc[category, affinity_threshold_m] = (
+                threshold_average_precision
+            )
 
         mean_average_precisions: NDArrayFloat = (
             average_precisions.loc[category].to_numpy().mean()
diff --git a/src/av2/evaluation/scene_flow/make_submission_archive.py b/src/av2/evaluation/scene_flow/make_submission_archive.py
index 38e8fcd5..972bf7a2 100644
--- a/src/av2/evaluation/scene_flow/make_submission_archive.py
+++ b/src/av2/evaluation/scene_flow/make_submission_archive.py
@@ -1,4 +1,5 @@
 """Validate and package a set of prediction files for submission to the leaderboard."""
+
 from pathlib import Path
 from typing import Final
 from zipfile import ZipFile
diff --git a/src/av2/rendering/video.py b/src/av2/rendering/video.py
index 13df7cce..e013663c 100644
--- a/src/av2/rendering/video.py
+++ b/src/av2/rendering/video.py
@@ -88,15 +88,15 @@ def tile_cameras(
 
     if "ring_front_right" in named_sensors:
         ring_front_right = named_sensors["ring_front_right"]
-        tiled_im_bgr[
-            :landscape_height, landscape_width + landscape_height :
-        ] = ring_front_right
+        tiled_im_bgr[:landscape_height, landscape_width + landscape_height :] = (
+            ring_front_right
+        )
 
     if "ring_side_left" in named_sensors:
         ring_side_left = named_sensors["ring_side_left"]
-        tiled_im_bgr[
-            landscape_height : 2 * landscape_height, :landscape_width
-        ] = ring_side_left
+        tiled_im_bgr[landscape_height : 2 * landscape_height, :landscape_width] = (
+            ring_side_left
+        )
 
     if "ring_side_right" in named_sensors:
         ring_side_right = named_sensors["ring_side_right"]
@@ -113,9 +113,9 @@ def tile_cameras(
 
     if "ring_rear_left" in named_sensors:
         ring_rear_left = named_sensors["ring_rear_left"]
-        tiled_im_bgr[
-            2 * landscape_height : 3 * landscape_height, :landscape_width
-        ] = ring_rear_left
+        tiled_im_bgr[2 * landscape_height : 3 * landscape_height, :landscape_width] = (
+            ring_rear_left
+        )
 
     if "ring_rear_right" in named_sensors:
         ring_rear_right = named_sensors["ring_rear_right"]
diff --git a/src/av2/utils/depth_map_utils.py b/src/av2/utils/depth_map_utils.py
index e6bfbd30..1edaead6 100644
--- a/src/av2/utils/depth_map_utils.py
+++ b/src/av2/utils/depth_map_utils.py
@@ -10,9 +10,9 @@
 
 from av2.utils.typing import NDArrayByte, NDArrayFloat
 
-MIN_DISTANCE_AWAY_M: Final[
-    float
-] = 30.0  # assume max noise starting at this distance (meters)
+MIN_DISTANCE_AWAY_M: Final[float] = (
+    30.0  # assume max noise starting at this distance (meters)
+)
 MAX_ALLOWED_NOISE_M: Final[float] = 3.0  # meters
 
 
diff --git a/src/av2/utils/io.py b/src/av2/utils/io.py
index 159db41b..74599a57 100644
--- a/src/av2/utils/io.py
+++ b/src/av2/utils/io.py
@@ -262,5 +262,8 @@ def read_all_annotations(dataset_dir: Path, split: str) -> pd.DataFrame:
     annotations_list: List[pd.DataFrame] = []
     for annotations_path in annotations_path_list:
         annotations = read_feather(annotations_path)
+
+        log_id = annotations_path.parent.stem
+        annotations["log_id"] = log_id
         annotations_list.append(annotations)
     return pd.concat(annotations_list).reset_index(drop=True)