Prepare for DF50 (#1231)
* ruff fmt
* Upgrade to DF50 release candidate
* Add support for passing filter and distinct in window()
* Update documentation to not use deprecated window fn
* Remove crates.io patch
* Cargo update
diff --git a/Cargo.lock b/Cargo.lock
index 9497218..ac967f7 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -66,12 +66,6 @@
checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
[[package]]
-name = "adler32"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae1277d39aeec15cb388266ecc24b11c80469deae6067e17a1a7aa9e5c1f234"
-
-[[package]]
name = "ahash"
version = "0.8.12"
source = "registry+https://github.com/rust-lang/crates.io-index"
@@ -116,12 +110,6 @@
checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
[[package]]
-name = "android-tzdata"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
-
-[[package]]
name = "android_system_properties"
version = "0.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
@@ -138,19 +126,20 @@
[[package]]
name = "apache-avro"
-version = "0.17.0"
+version = "0.20.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1aef82843a0ec9f8b19567445ad2421ceeb1d711514384bdd3d49fe37102ee13"
+checksum = "3a033b4ced7c585199fb78ef50fca7fe2f444369ec48080c5fd072efa1a03cc7"
dependencies = [
"bigdecimal",
- "bzip2 0.4.4",
+ "bon",
+ "bzip2 0.6.0",
"crc32fast",
"digest",
- "libflate",
"log",
+ "miniz_oxide",
"num-bigint",
"quad-rand",
- "rand 0.8.5",
+ "rand",
"regex-lite",
"serde",
"serde_bytes",
@@ -158,8 +147,7 @@
"snap",
"strum",
"strum_macros",
- "thiserror 1.0.69",
- "typed-builder",
+ "thiserror",
"uuid",
"xz2",
"zstd",
@@ -185,9 +173,9 @@
[[package]]
name = "arrow"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3f15b4c6b148206ff3a2b35002e08929c2462467b62b9c02036d9c34f9ef994"
+checksum = "c26b57282a08ae92f727497805122fec964c6245cfa0e13f0e75452eaf3bc41f"
dependencies = [
"arrow-arith",
"arrow-array",
@@ -207,9 +195,9 @@
[[package]]
name = "arrow-arith"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
+checksum = "cebf38ca279120ff522f4954b81a39527425b6e9f615e6b72842f4de1ffe02b8"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -221,9 +209,9 @@
[[package]]
name = "arrow-array"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
+checksum = "744109142cdf8e7b02795e240e20756c2a782ac9180d4992802954a8f871c0de"
dependencies = [
"ahash",
"arrow-buffer",
@@ -238,9 +226,9 @@
[[package]]
name = "arrow-buffer"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169b1d5d6cb390dd92ce582b06b23815c7953e9dfaaea75556e89d890d19993d"
+checksum = "601bb103c4c374bcd1f62c66bcea67b42a2ee91a690486c37d4c180236f11ccc"
dependencies = [
"bytes",
"half",
@@ -249,9 +237,9 @@
[[package]]
name = "arrow-cast"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4f12eccc3e1c05a766cafb31f6a60a46c2f8efec9b74c6e0648766d30686af8"
+checksum = "eed61d9d73eda8df9e3014843def37af3050b5080a9acbe108f045a316d5a0be"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -270,9 +258,9 @@
[[package]]
name = "arrow-csv"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "012c9fef3f4a11573b2c74aec53712ff9fdae4a95f4ce452d1bbf088ee00f06b"
+checksum = "fa95b96ce0c06b4d33ac958370db8c0d31e88e54f9d6e08b0353d18374d9f991"
dependencies = [
"arrow-array",
"arrow-cast",
@@ -285,9 +273,9 @@
[[package]]
name = "arrow-data"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
+checksum = "43407f2c6ba2367f64d85d4603d6fb9c4b92ed79d2ffd21021b37efa96523e12"
dependencies = [
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"arrow-schema",
@@ -297,14 +285,15 @@
[[package]]
name = "arrow-ipc"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
+checksum = "e4b0487c4d2ad121cbc42c4db204f1509f8618e589bc77e635e9c40b502e3b90"
dependencies = [
"arrow-array",
"arrow-buffer",
"arrow-data",
"arrow-schema",
+ "arrow-select",
"flatbuffers",
"lz4_flex",
"zstd",
@@ -312,9 +301,9 @@
[[package]]
name = "arrow-json"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5709d974c4ea5be96d900c01576c7c0b99705f4a3eec343648cb1ca863988a9c"
+checksum = "26d747573390905905a2dc4c5a61a96163fe2750457f90a04ee2a88680758c79"
dependencies = [
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"arrow-buffer",
@@ -334,9 +323,9 @@
[[package]]
name = "arrow-ord"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
+checksum = "c142a147dceb59d057bad82400f1693847c80dca870d008bf7b91caf902810ae"
dependencies = [
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"arrow-buffer",
@@ -347,9 +336,9 @@
[[package]]
name = "arrow-pyarrow"
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+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e55ecf16b9b61d433f6e63c72fc6afcf2597d7db96583de88ebb887d1822268"
+checksum = "5b9038de599df1b81f63b42220e2b6cd6fd4f09af333858cd320db9bef5ac757"
dependencies = [
"arrow-array",
"arrow-data",
@@ -359,9 +348,9 @@
[[package]]
name = "arrow-row"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
+checksum = "dac6620667fccdab4204689ca173bd84a15de6bb6b756c3a8764d4d7d0c2fc04"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -372,9 +361,9 @@
[[package]]
name = "arrow-schema"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
+checksum = "dfa93af9ff2bb80de539e6eb2c1c8764abd0f4b73ffb0d7c82bf1f9868785e66"
dependencies = [
"bitflags",
"serde",
@@ -383,9 +372,9 @@
[[package]]
name = "arrow-select"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
+checksum = "be8b2e0052cd20d36d64f32640b68a5ab54d805d24a473baee5d52017c85536c"
dependencies = [
"ahash",
"arrow-array",
@@ -397,9 +386,9 @@
[[package]]
name = "arrow-string"
-version = "55.2.0"
+version = "56.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
+checksum = "c2155e26e17f053c8975c546fc70cf19c00542f9abf43c23a88a46ef7204204f"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -536,9 +525,9 @@
[[package]]
name = "bitflags"
-version = "2.9.3"
+version = "2.9.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34efbcccd345379ca2868b2b2c9d3782e9cc58ba87bc7d79d5b53d9c9ae6f25d"
+checksum = "2261d10cca569e4643e526d8dc2e62e433cc8aba21ab764233731f8d369bf394"
[[package]]
name = "blake2"
@@ -572,6 +561,31 @@
]
[[package]]
+name = "bon"
+version = "3.7.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2529c31017402be841eb45892278a6c21a000c0a17643af326c73a73f83f0fb"
+dependencies = [
+ "bon-macros",
+ "rustversion",
+]
+
+[[package]]
+name = "bon-macros"
+version = "3.7.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d82020dadcb845a345591863adb65d74fa8dc5c18a0b6d408470e13b7adc7005"
+dependencies = [
+ "darling",
+ "ident_case",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.106",
+]
+
+[[package]]
name = "brotli"
version = "8.0.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
@@ -612,16 +626,6 @@
[[package]]
name = "bzip2"
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-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
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- "libc",
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-
-[[package]]
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version = "0.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
@@ -650,10 +654,11 @@
[[package]]
name = "cc"
-version = "1.2.34"
+version = "1.2.37"
source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "65193589c6404eb80b450d618eaf9a2cafaaafd57ecce47370519ef674a7bd44"
dependencies = [
+ "find-msvc-tools",
"jobserver",
"libc",
"shlex",
@@ -673,15 +678,14 @@
[[package]]
name = "chrono"
-version = "0.4.41"
+version = "0.4.42"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
+checksum = "145052bdd345b87320e369255277e3fb5152762ad123a901ef5c262dd38fe8d2"
dependencies = [
- "android-tzdata",
"iana-time-zone",
"num-traits",
"serde",
- "windows-link",
+ "windows-link 0.2.0",
]
[[package]]
@@ -705,9 +709,9 @@
[[package]]
name = "comfy-table"
-version = "7.1.4"
+version = "7.2.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
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"unicode-width",
@@ -735,9 +739,9 @@
[[package]]
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+version = "0.2.15"
source = "registry+https://github.com/rust-lang/crates.io-index"
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]
@@ -765,15 +769,6 @@
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source = "registry+https://github.com/rust-lang/crates.io-index"
@@ -859,10 +854,39 @@
]
[[package]]
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+name = "darling"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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+ "darling_macro",
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+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim",
+ "syn 2.0.106",
+]
+
+[[package]]
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+dependencies = [
+ "darling_core",
+ "quote",
+ "syn 2.0.106",
+]
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name = "dashmap"
@@ -880,9 +904,9 @@
[[package]]
name = "datafusion"
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+version = "50.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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"arrow-ipc",
@@ -910,6 +934,7 @@
"datafusion-functions-window",
"datafusion-optimizer",
"datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
"datafusion-physical-expr-common",
"datafusion-physical-optimizer",
"datafusion-physical-plan",
@@ -917,13 +942,12 @@
"datafusion-sql",
"flate2",
"futures",
- "hex",
"itertools 0.14.0",
"log",
"object_store",
"parking_lot",
"parquet",
- "rand 0.9.2",
+ "rand",
"regex",
"sqlparser",
"tempfile",
@@ -936,9 +960,9 @@
[[package]]
name = "datafusion-catalog"
-version = "49.0.2"
+version = "50.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "d70327e81ab3a1f5832d8b372d55fa607851d7cea6d1f8e65ff0c98fcc32d222"
dependencies = [
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"async-trait",
@@ -962,9 +986,9 @@
[[package]]
name = "datafusion-catalog-listing"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "268819e6bb20ba70a664abddc20deac604f30d3267f8c91847064542a8c0720c"
dependencies = [
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@@ -985,9 +1009,9 @@
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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"apache-avro",
@@ -997,7 +1021,6 @@
"chrono",
"half",
"hashbrown 0.14.5",
- "hex",
"indexmap",
"libc",
"log",
@@ -1012,9 +1035,9 @@
[[package]]
name = "datafusion-common-runtime"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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@@ -1023,9 +1046,9 @@
[[package]]
name = "datafusion-datasource"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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"async-compression",
@@ -1038,6 +1061,7 @@
"datafusion-execution",
"datafusion-expr",
"datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
"datafusion-physical-expr-common",
"datafusion-physical-plan",
"datafusion-session",
@@ -1048,7 +1072,7 @@
"log",
"object_store",
"parquet",
- "rand 0.9.2",
+ "rand",
"tempfile",
"tokio",
"tokio-util",
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[[package]]
name = "datafusion-datasource-avro"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "5c8cfac9188138eb326f60eab872cb92a89a301f0a3f9fd1f24004325fd2741d"
dependencies = [
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"arrow",
@@ -1084,9 +1108,9 @@
[[package]]
name = "datafusion-datasource-csv"
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+version = "50.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "9ec3aa7575378d23aae96b955b5233bea6f9d461648174f6ccc8f3c160f2b7a7"
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[[package]]
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source = "registry+https://github.com/rust-lang/crates.io-index"
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dependencies = [
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@@ -1134,9 +1158,9 @@
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@@ -4126,7 +4087,7 @@
"serde",
"serde_json",
"syn 2.0.106",
- "thiserror 2.0.16",
+ "thiserror",
"unicode-ident",
]
@@ -4149,9 +4110,9 @@
[[package]]
name = "unicode-ident"
-version = "1.0.18"
+version = "1.0.19"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
+checksum = "f63a545481291138910575129486daeaf8ac54aee4387fe7906919f7830c7d9d"
[[package]]
name = "unicode-segmentation"
@@ -4203,9 +4164,9 @@
[[package]]
name = "uuid"
-version = "1.18.0"
+version = "1.18.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f33196643e165781c20a5ead5582283a7dacbb87855d867fbc2df3f81eddc1be"
+checksum = "2f87b8aa10b915a06587d0dec516c282ff295b475d94abf425d62b57710070a2"
dependencies = [
"getrandom 0.3.3",
"js-sys",
@@ -4246,30 +4207,40 @@
[[package]]
name = "wasi"
-version = "0.14.2+wasi-0.2.4"
+version = "0.14.7+wasi-0.2.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9683f9a5a998d873c0d21fcbe3c083009670149a8fab228644b8bd36b2c48cb3"
+checksum = "883478de20367e224c0090af9cf5f9fa85bed63a95c1abf3afc5c083ebc06e8c"
dependencies = [
- "wit-bindgen-rt",
+ "wasip2",
+]
+
+[[package]]
+name = "wasip2"
+version = "1.0.1+wasi-0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0562428422c63773dad2c345a1882263bbf4d65cf3f42e90921f787ef5ad58e7"
+dependencies = [
+ "wit-bindgen",
]
[[package]]
name = "wasm-bindgen"
-version = "0.2.100"
+version = "0.2.101"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
+checksum = "7e14915cadd45b529bb8d1f343c4ed0ac1de926144b746e2710f9cd05df6603b"
dependencies = [
"cfg-if",
"once_cell",
"rustversion",
"wasm-bindgen-macro",
+ "wasm-bindgen-shared",
]
[[package]]
name = "wasm-bindgen-backend"
-version = "0.2.100"
+version = "0.2.101"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
+checksum = "e28d1ba982ca7923fd01448d5c30c6864d0a14109560296a162f80f305fb93bb"
dependencies = [
"bumpalo",
"log",
@@ -4281,9 +4252,9 @@
[[package]]
name = "wasm-bindgen-futures"
-version = "0.4.50"
+version = "0.4.51"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
+checksum = "0ca85039a9b469b38336411d6d6ced91f3fc87109a2a27b0c197663f5144dffe"
dependencies = [
"cfg-if",
"js-sys",
@@ -4294,9 +4265,9 @@
[[package]]
name = "wasm-bindgen-macro"
-version = "0.2.100"
+version = "0.2.101"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
+checksum = "7c3d463ae3eff775b0c45df9da45d68837702ac35af998361e2c84e7c5ec1b0d"
dependencies = [
"quote",
"wasm-bindgen-macro-support",
@@ -4304,9 +4275,9 @@
[[package]]
name = "wasm-bindgen-macro-support"
-version = "0.2.100"
+version = "0.2.101"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
+checksum = "7bb4ce89b08211f923caf51d527662b75bdc9c9c7aab40f86dcb9fb85ac552aa"
dependencies = [
"proc-macro2",
"quote",
@@ -4317,9 +4288,9 @@
[[package]]
name = "wasm-bindgen-shared"
-version = "0.2.100"
+version = "0.2.101"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
+checksum = "f143854a3b13752c6950862c906306adb27c7e839f7414cec8fea35beab624c1"
dependencies = [
"unicode-ident",
]
@@ -4339,9 +4310,9 @@
[[package]]
name = "web-sys"
-version = "0.3.77"
+version = "0.3.78"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
+checksum = "77e4b637749ff0d92b8fad63aa1f7cff3cbe125fd49c175cd6345e7272638b12"
dependencies = [
"js-sys",
"wasm-bindgen",
@@ -4375,11 +4346,11 @@
[[package]]
name = "winapi-util"
-version = "0.1.10"
+version = "0.1.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0978bf7171b3d90bac376700cb56d606feb40f251a475a5d6634613564460b22"
+checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.0",
]
[[package]]
@@ -4390,13 +4361,13 @@
[[package]]
name = "windows-core"
-version = "0.61.2"
+version = "0.62.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
+checksum = "57fe7168f7de578d2d8a05b07fd61870d2e73b4020e9f49aa00da8471723497c"
dependencies = [
"windows-implement",
"windows-interface",
- "windows-link",
+ "windows-link 0.2.0",
"windows-result",
"windows-strings",
]
@@ -4430,21 +4401,27 @@
checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
[[package]]
-name = "windows-result"
-version = "0.3.4"
+name = "windows-link"
+version = "0.2.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56f42bd332cc6c8eac5af113fc0c1fd6a8fd2aa08a0119358686e5160d0586c6"
+checksum = "45e46c0661abb7180e7b9c281db115305d49ca1709ab8242adf09666d2173c65"
+
+[[package]]
+name = "windows-result"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7084dcc306f89883455a206237404d3eaf961e5bd7e0f312f7c91f57eb44167f"
dependencies = [
- "windows-link",
+ "windows-link 0.2.0",
]
[[package]]
name = "windows-strings"
-version = "0.4.2"
+version = "0.5.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56e6c93f3a0c3b36176cb1327a4958a0353d5d166c2a35cb268ace15e91d3b57"
+checksum = "7218c655a553b0bed4426cf54b20d7ba363ef543b52d515b3e48d7fd55318dda"
dependencies = [
- "windows-link",
+ "windows-link 0.2.0",
]
[[package]]
@@ -4475,6 +4452,15 @@
]
[[package]]
+name = "windows-sys"
+version = "0.61.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e201184e40b2ede64bc2ea34968b28e33622acdbbf37104f0e4a33f7abe657aa"
+dependencies = [
+ "windows-link 0.2.0",
+]
+
+[[package]]
name = "windows-targets"
version = "0.52.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
@@ -4496,7 +4482,7 @@
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d5fe6031c4041849d7c496a8ded650796e7b6ecc19df1a431c1a363342e5dc91"
dependencies = [
- "windows-link",
+ "windows-link 0.1.3",
"windows_aarch64_gnullvm 0.53.0",
"windows_aarch64_msvc 0.53.0",
"windows_i686_gnu 0.53.0",
@@ -4604,13 +4590,10 @@
checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
[[package]]
-name = "wit-bindgen-rt"
-version = "0.39.0"
+name = "wit-bindgen"
+version = "0.46.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f42320e61fe2cfd34354ecb597f86f413484a798ba44a8ca1165c58d42da6c1"
-dependencies = [
- "bitflags",
-]
+checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
[[package]]
name = "writeable"
@@ -4653,18 +4636,18 @@
[[package]]
name = "zerocopy"
-version = "0.8.26"
+version = "0.8.27"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
+checksum = "0894878a5fa3edfd6da3f88c4805f4c8558e2b996227a3d864f47fe11e38282c"
dependencies = [
"zerocopy-derive",
]
[[package]]
name = "zerocopy-derive"
-version = "0.8.26"
+version = "0.8.27"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
+checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
dependencies = [
"proc-macro2",
"quote",
@@ -4733,9 +4716,9 @@
[[package]]
name = "zlib-rs"
-version = "0.5.1"
+version = "0.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "626bd9fa9734751fc50d6060752170984d7053f5a39061f524cda68023d4db8a"
+checksum = "2f06ae92f42f5e5c42443fd094f245eb656abf56dd7cce9b8b263236565e00f2"
[[package]]
name = "zstd"
@@ -4757,9 +4740,9 @@
[[package]]
name = "zstd-sys"
-version = "2.0.15+zstd.1.5.7"
+version = "2.0.16+zstd.1.5.7"
source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb81183ddd97d0c74cedf1d50d85c8d08c1b8b68ee863bdee9e706eedba1a237"
+checksum = "91e19ebc2adc8f83e43039e79776e3fda8ca919132d68a1fed6a5faca2683748"
dependencies = [
"cc",
"pkg-config",
diff --git a/Cargo.toml b/Cargo.toml
index e51f4dd..8a782c0 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -34,15 +34,15 @@
substrait = ["dep:datafusion-substrait"]
[dependencies]
-tokio = { version = "1.45", features = ["macros", "rt", "rt-multi-thread", "sync"] }
-pyo3 = { version = "0.24", features = ["extension-module", "abi3", "abi3-py39"] }
-pyo3-async-runtimes = { version = "0.24", features = ["tokio-runtime"]}
+tokio = { version = "1.47", features = ["macros", "rt", "rt-multi-thread", "sync"] }
+pyo3 = { version = "0.25", features = ["extension-module", "abi3", "abi3-py39"] }
+pyo3-async-runtimes = { version = "0.25", features = ["tokio-runtime"]}
pyo3-log = "0.12.4"
-arrow = { version = "55.1.0", features = ["pyarrow"] }
-datafusion = { version = "49.0.2", features = ["avro", "unicode_expressions"] }
-datafusion-substrait = { version = "49.0.2", optional = true }
-datafusion-proto = { version = "49.0.2" }
-datafusion-ffi = { version = "49.0.2" }
+arrow = { version = "56", features = ["pyarrow"] }
+datafusion = { version = "50", features = ["avro", "unicode_expressions"] }
+datafusion-substrait = { version = "50", optional = true }
+datafusion-proto = { version = "50" }
+datafusion-ffi = { version = "50" }
prost = "0.13.1" # keep in line with `datafusion-substrait`
uuid = { version = "1.18", features = ["v4"] }
mimalloc = { version = "0.1", optional = true, default-features = false, features = ["local_dynamic_tls"] }
@@ -54,7 +54,7 @@
[build-dependencies]
prost-types = "0.13.1" # keep in line with `datafusion-substrait`
-pyo3-build-config = "0.24"
+pyo3-build-config = "0.25"
[lib]
name = "datafusion_python"
diff --git a/benchmarks/max_cpu_usage.py b/benchmarks/max_cpu_usage.py
index 327c7b7..ae73baa 100644
--- a/benchmarks/max_cpu_usage.py
+++ b/benchmarks/max_cpu_usage.py
@@ -53,7 +53,7 @@
def main(num_rows: int, partitions: int) -> None:
"""Run a simple aggregation after repartitioning.
-
+
This function demonstrates basic partitioning concepts using synthetic data.
Real-world performance will depend on your specific data sources, query types,
and system configuration.
diff --git a/docs/source/user-guide/common-operations/windows.rst b/docs/source/user-guide/common-operations/windows.rst
index 8226685..c8fdea8 100644
--- a/docs/source/user-guide/common-operations/windows.rst
+++ b/docs/source/user-guide/common-operations/windows.rst
@@ -31,7 +31,7 @@
.. ipython:: python
from datafusion import SessionContext
- from datafusion import col
+ from datafusion import col, lit
from datafusion import functions as f
ctx = SessionContext()
@@ -120,16 +120,14 @@
.. ipython:: python
- from datafusion.expr import WindowFrame
+ from datafusion.expr import Window, WindowFrame
df.select(
col('"Name"'),
col('"Speed"'),
- f.window("avg",
- [col('"Speed"')],
- order_by=[col('"Speed"')],
- window_frame=WindowFrame("rows", 2, 0)
- ).alias("Previous Speed")
+ f.avg(col('"Speed"'))
+ .over(Window(window_frame=WindowFrame("rows", 2, 0), order_by=[col('"Speed"')]))
+ .alias("Previous Speed"),
)
Null Treatment
@@ -151,21 +149,27 @@
from datafusion.common import NullTreatment
- df.filter(col('"Type 1"') == lit("Bug")).select(
+ df.filter(col('"Type 1"') == lit("Bug")).select(
'"Name"',
'"Type 2"',
- f.window("last_value", [col('"Type 2"')])
- .window_frame(WindowFrame("rows", None, 0))
- .order_by(col('"Speed"'))
- .null_treatment(NullTreatment.IGNORE_NULLS)
- .build()
- .alias("last_wo_null"),
- f.window("last_value", [col('"Type 2"')])
- .window_frame(WindowFrame("rows", None, 0))
- .order_by(col('"Speed"'))
- .null_treatment(NullTreatment.RESPECT_NULLS)
- .build()
- .alias("last_with_null")
+ f.last_value(col('"Type 2"'))
+ .over(
+ Window(
+ window_frame=WindowFrame("rows", None, 0),
+ order_by=[col('"Speed"')],
+ null_treatment=NullTreatment.IGNORE_NULLS,
+ )
+ )
+ .alias("last_wo_null"),
+ f.last_value(col('"Type 2"'))
+ .over(
+ Window(
+ window_frame=WindowFrame("rows", None, 0),
+ order_by=[col('"Speed"')],
+ null_treatment=NullTreatment.RESPECT_NULLS,
+ )
+ )
+ .alias("last_with_null"),
)
Aggregate Functions
diff --git a/python/datafusion/functions.py b/python/datafusion/functions.py
index 648efef..472a02f 100644
--- a/python/datafusion/functions.py
+++ b/python/datafusion/functions.py
@@ -32,8 +32,14 @@
WindowFrame,
expr_list_to_raw_expr_list,
sort_list_to_raw_sort_list,
+ sort_or_default,
)
+try:
+ from warnings import deprecated # Python 3.13+
+except ImportError:
+ from typing_extensions import deprecated # Python 3.12
+
if TYPE_CHECKING:
from datafusion.context import SessionContext
@@ -426,12 +432,15 @@
return CaseBuilder(f.when(when.expr, then.expr))
+@deprecated("Prefer to call Expr.over() instead")
def window(
name: str,
args: list[Expr],
partition_by: list[Expr] | Expr | None = None,
order_by: list[SortKey] | SortKey | None = None,
window_frame: WindowFrame | None = None,
+ filter: Expr | None = None,
+ distinct: bool = False,
ctx: SessionContext | None = None,
) -> Expr:
"""Creates a new Window function expression.
@@ -451,7 +460,19 @@
order_by_raw = sort_list_to_raw_sort_list(order_by)
window_frame = window_frame.window_frame if window_frame is not None else None
ctx = ctx.ctx if ctx is not None else None
- return Expr(f.window(name, args, partition_by_raw, order_by_raw, window_frame, ctx))
+ filter_raw = filter.expr if filter is not None else None
+ return Expr(
+ f.window(
+ name,
+ args,
+ partition_by=partition_by_raw,
+ order_by=order_by_raw,
+ window_frame=window_frame,
+ ctx=ctx,
+ filter=filter_raw,
+ distinct=distinct,
+ )
+ )
# scalar functions
@@ -1664,7 +1685,7 @@
def approx_percentile_cont(
- expression: Expr,
+ sort_expression: Expr | SortExpr,
percentile: float,
num_centroids: Optional[int] = None,
filter: Optional[Expr] = None,
@@ -1685,21 +1706,26 @@
the options ``order_by``, ``null_treatment``, and ``distinct``.
Args:
- expression: Values for which to find the approximate percentile
+ sort_expression: Values for which to find the approximate percentile
percentile: This must be between 0.0 and 1.0, inclusive
num_centroids: Max bin size for the t-digest algorithm
filter: If provided, only compute against rows for which the filter is True
"""
+ sort_expr_raw = sort_or_default(sort_expression)
filter_raw = filter.expr if filter is not None else None
return Expr(
f.approx_percentile_cont(
- expression.expr, percentile, num_centroids=num_centroids, filter=filter_raw
+ sort_expr_raw, percentile, num_centroids=num_centroids, filter=filter_raw
)
)
def approx_percentile_cont_with_weight(
- expression: Expr, weight: Expr, percentile: float, filter: Optional[Expr] = None
+ sort_expression: Expr | SortExpr,
+ weight: Expr,
+ percentile: float,
+ num_centroids: Optional[int] = None,
+ filter: Optional[Expr] = None,
) -> Expr:
"""Returns the value of the weighted approximate percentile.
@@ -1710,16 +1736,22 @@
the options ``order_by``, ``null_treatment``, and ``distinct``.
Args:
- expression: Values for which to find the approximate percentile
+ sort_expression: Values for which to find the approximate percentile
weight: Relative weight for each of the values in ``expression``
percentile: This must be between 0.0 and 1.0, inclusive
+ num_centroids: Max bin size for the t-digest algorithm
filter: If provided, only compute against rows for which the filter is True
"""
+ sort_expr_raw = sort_or_default(sort_expression)
filter_raw = filter.expr if filter is not None else None
return Expr(
f.approx_percentile_cont_with_weight(
- expression.expr, weight.expr, percentile, filter=filter_raw
+ sort_expr_raw,
+ weight.expr,
+ percentile,
+ num_centroids=num_centroids,
+ filter=filter_raw,
)
)
diff --git a/python/tests/test_aggregation.py b/python/tests/test_aggregation.py
index 96269b1..17767ea 100644
--- a/python/tests/test_aggregation.py
+++ b/python/tests/test_aggregation.py
@@ -131,12 +131,28 @@
(f.approx_median(column("b"), filter=column("a") != 2), pa.array([5]), False),
(f.approx_percentile_cont(column("b"), 0.5), pa.array([4]), False),
(
+ f.approx_percentile_cont(
+ column("b").sort(ascending=True, nulls_first=False),
+ 0.5,
+ num_centroids=2,
+ ),
+ pa.array([4]),
+ False,
+ ),
+ (
f.approx_percentile_cont_with_weight(column("b"), lit(0.6), 0.5),
pa.array([6], type=pa.float64()),
False,
),
(
f.approx_percentile_cont_with_weight(
+ column("b").sort(ascending=False, nulls_first=False), lit(0.6), 0.5
+ ),
+ pa.array([6], type=pa.float64()),
+ False,
+ ),
+ (
+ f.approx_percentile_cont_with_weight(
column("b"), lit(0.6), 0.5, filter=column("a") != lit(3)
),
pa.array([4], type=pa.float64()),
diff --git a/src/common/data_type.rs b/src/common/data_type.rs
index 0e60e7a..4d77433 100644
--- a/src/common/data_type.rs
+++ b/src/common/data_type.rs
@@ -215,6 +215,16 @@
DataType::Dictionary(_, _) => {
Err(PyNotImplementedError::new_err(format!("{arrow_type:?}")))
}
+ DataType::Decimal32(precision, scale) => Ok(DataTypeMap::new(
+ DataType::Decimal32(*precision, *scale),
+ PythonType::Float,
+ SqlType::DECIMAL,
+ )),
+ DataType::Decimal64(precision, scale) => Ok(DataTypeMap::new(
+ DataType::Decimal64(*precision, *scale),
+ PythonType::Float,
+ SqlType::DECIMAL,
+ )),
DataType::Decimal128(precision, scale) => Ok(DataTypeMap::new(
DataType::Decimal128(*precision, *scale),
PythonType::Float,
@@ -549,6 +559,8 @@
DataType::Struct(_) => "Struct",
DataType::Union(_, _) => "Union",
DataType::Dictionary(_, _) => "Dictionary",
+ DataType::Decimal32(_, _) => "Decimal32",
+ DataType::Decimal64(_, _) => "Decimal64",
DataType::Decimal128(_, _) => "Decimal128",
DataType::Decimal256(_, _) => "Decimal256",
DataType::Map(_, _) => "Map",
diff --git a/src/dataframe.rs b/src/dataframe.rs
index 46fba13..5882acf 100644
--- a/src/dataframe.rs
+++ b/src/dataframe.rs
@@ -276,7 +276,6 @@
statistics_enabled,
bloom_filter_fpp,
bloom_filter_ndv,
- ..Default::default()
},
}
}
diff --git a/src/expr/sort_expr.rs b/src/expr/sort_expr.rs
index 79e35d9..e2df6b9 100644
--- a/src/expr/sort_expr.rs
+++ b/src/expr/sort_expr.rs
@@ -23,7 +23,7 @@
#[pyclass(name = "SortExpr", module = "datafusion.expr", subclass)]
#[derive(Clone)]
pub struct PySortExpr {
- sort: SortExpr,
+ pub(crate) sort: SortExpr,
}
impl From<PySortExpr> for SortExpr {
diff --git a/src/functions.rs b/src/functions.rs
index 366c59a..e92cf05 100644
--- a/src/functions.rs
+++ b/src/functions.rs
@@ -319,14 +319,17 @@
}
/// Creates a new Window function expression
+#[allow(clippy::too_many_arguments)]
#[pyfunction]
-#[pyo3(signature = (name, args, partition_by=None, order_by=None, window_frame=None, ctx=None))]
+#[pyo3(signature = (name, args, partition_by=None, order_by=None, window_frame=None, filter=None, distinct=false, ctx=None))]
fn window(
name: &str,
args: Vec<PyExpr>,
partition_by: Option<Vec<PyExpr>>,
order_by: Option<Vec<PySortExpr>>,
window_frame: Option<PyWindowFrame>,
+ filter: Option<PyExpr>,
+ distinct: bool,
ctx: Option<PySessionContext>,
) -> PyResult<PyExpr> {
let fun = find_window_fn(name, ctx)?;
@@ -334,6 +337,7 @@
let window_frame = window_frame
.map(|w| w.into())
.unwrap_or(WindowFrame::new(order_by.as_ref().map(|v| !v.is_empty())));
+ let filter = filter.map(|f| f.expr.into());
Ok(PyExpr {
expr: datafusion::logical_expr::Expr::WindowFunction(Box::new(WindowFunction {
@@ -351,6 +355,8 @@
.map(|x| x.into())
.collect::<Vec<_>>(),
window_frame,
+ filter,
+ distinct,
null_treatment: None,
},
})),
@@ -649,36 +655,36 @@
// aggregate_function!(grouping);
#[pyfunction]
-#[pyo3(signature = (expression, percentile, num_centroids=None, filter=None))]
+#[pyo3(signature = (sort_expression, percentile, num_centroids=None, filter=None))]
pub fn approx_percentile_cont(
- expression: PyExpr,
+ sort_expression: PySortExpr,
percentile: f64,
num_centroids: Option<i64>, // enforces optional arguments at the end, currently
filter: Option<PyExpr>,
) -> PyDataFusionResult<PyExpr> {
- let args = if let Some(num_centroids) = num_centroids {
- vec![expression.expr, lit(percentile), lit(num_centroids)]
- } else {
- vec![expression.expr, lit(percentile)]
- };
- let udaf = functions_aggregate::approx_percentile_cont::approx_percentile_cont_udaf();
- let agg_fn = udaf.call(args);
+ let agg_fn = functions_aggregate::expr_fn::approx_percentile_cont(
+ sort_expression.sort,
+ lit(percentile),
+ num_centroids.map(lit),
+ );
add_builder_fns_to_aggregate(agg_fn, None, filter, None, None)
}
#[pyfunction]
-#[pyo3(signature = (expression, weight, percentile, filter=None))]
+#[pyo3(signature = (sort_expression, weight, percentile, num_centroids=None, filter=None))]
pub fn approx_percentile_cont_with_weight(
- expression: PyExpr,
+ sort_expression: PySortExpr,
weight: PyExpr,
percentile: f64,
+ num_centroids: Option<i64>,
filter: Option<PyExpr>,
) -> PyDataFusionResult<PyExpr> {
let agg_fn = functions_aggregate::expr_fn::approx_percentile_cont_with_weight(
- expression.expr,
+ sort_expression.sort,
weight.expr,
lit(percentile),
+ num_centroids.map(lit),
);
add_builder_fns_to_aggregate(agg_fn, None, filter, None, None)
diff --git a/src/udwf.rs b/src/udwf.rs
index 4fb9891..70a66e3 100644
--- a/src/udwf.rs
+++ b/src/udwf.rs
@@ -33,6 +33,7 @@
use datafusion::arrow::datatypes::DataType;
use datafusion::arrow::pyarrow::{FromPyArrow, PyArrowType, ToPyArrow};
use datafusion::error::{DataFusionError, Result};
+use datafusion::logical_expr::ptr_eq::PtrEq;
use datafusion::logical_expr::{
PartitionEvaluator, PartitionEvaluatorFactory, Signature, Volatility, WindowUDF, WindowUDFImpl,
};
@@ -271,11 +272,12 @@
}
}
+#[derive(Hash, Eq, PartialEq)]
pub struct MultiColumnWindowUDF {
name: String,
signature: Signature,
return_type: DataType,
- partition_evaluator_factory: PartitionEvaluatorFactory,
+ partition_evaluator_factory: PtrEq<PartitionEvaluatorFactory>,
}
impl std::fmt::Debug for MultiColumnWindowUDF {
@@ -303,7 +305,7 @@
name,
signature,
return_type,
- partition_evaluator_factory,
+ partition_evaluator_factory: partition_evaluator_factory.into(),
}
}
}
