diff --git a/native/Cargo.lock b/native/Cargo.lock
index fa973f0e4f..c1e4ca29b0 100644
--- a/native/Cargo.lock
+++ b/native/Cargo.lock
@@ -33,9 +33,9 @@ dependencies = [
 
 [[package]]
 name = "aho-corasick"
-version = "1.1.3"
+version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e60d3430d3a69478ad0993f19238d2df97c507009a52b3c10addcd7f6bcb916"
+checksum = "ddd31a130427c27518df266943a5308ed92d4b226cc639f5a8f1002816174301"
 dependencies = [
  "memchr",
 ]
@@ -117,9 +117,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
+checksum = "4df8bb5b0bd64c0b9bc61317fcc480bad0f00e56d3bc32c69a4c8dada4786bae"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -138,23 +138,23 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
+checksum = "a1a640186d3bd30a24cb42264c2dafb30e236a6f50d510e56d40b708c9582491"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
  "chrono",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-array"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
+checksum = "219fe420e6800979744c8393b687afb0252b3f8a89b91027d27887b72aa36d31"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -164,25 +164,28 @@ dependencies = [
  "chrono-tz",
  "half",
  "hashbrown 0.16.0",
- "num",
+ "num-complex",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
+checksum = "76885a2697a7edf6b59577f568b456afc94ce0e2edc15b784ce3685b6c3c5c27"
 dependencies = [
  "bytes",
  "half",
- "num",
+ "num-bigint",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-cast"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
+checksum = "9c9ebb4c987e6b3b236fb4a14b20b34835abfdd80acead3ccf1f9bf399e1f168"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -195,15 +198,15 @@ dependencies = [
  "comfy-table",
  "half",
  "lexical-core",
- "num",
+ "num-traits",
  "ryu",
 ]
 
 [[package]]
 name = "arrow-csv"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
+checksum = "92386159c8d4bce96f8bd396b0642a0d544d471bdc2ef34d631aec80db40a09c"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -216,21 +219,22 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
+checksum = "727681b95de313b600eddc2a37e736dcb21980a40f640314dcf360e2f36bc89b"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
  "half",
- "num",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-ipc"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
+checksum = "da9ba92e3de170295c98a84e5af22e2b037f0c7b32449445e6c493b5fca27f27"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -243,9 +247,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
+checksum = "b969b4a421ae83828591c6bf5450bd52e6d489584142845ad6a861f42fe35df8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -255,19 +259,21 @@ dependencies = [
  "chrono",
  "half",
  "indexmap",
+ "itoa",
  "lexical-core",
  "memchr",
- "num",
- "serde",
+ "num-traits",
+ "ryu",
+ "serde_core",
  "serde_json",
  "simdutf8",
 ]
 
 [[package]]
 name = "arrow-ord"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
+checksum = "141c05298b21d03e88062317a1f1a73f5ba7b6eb041b350015b1cd6aabc0519b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -278,9 +284,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
+checksum = "c5f3c06a6abad6164508ed283c7a02151515cef3de4b4ff2cebbcaeb85533db2"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -291,34 +297,34 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
+checksum = "9cfa7a03d1eee2a4d061476e1840ad5c9867a544ca6c4c59256496af5d0a8be5"
 dependencies = [
  "bitflags 2.10.0",
- "serde",
+ "serde_core",
  "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
+checksum = "bafa595babaad59f2455f4957d0f26448fb472722c186739f4fac0823a1bdb47"
 dependencies = [
  "ahash",
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-string"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
+checksum = "32f46457dbbb99f2650ff3ac23e46a929e0ab81db809b02aa5511c258348bef2"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -326,7 +332,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "memchr",
- "num",
+ "num-traits",
  "regex",
  "regex-syntax",
 ]
@@ -458,7 +464,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -526,9 +532,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-rs"
-version = "1.14.1"
+version = "1.15.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "879b6c89592deb404ba4dc0ae6b58ffd1795c78991cbb5b8bc441c48a070440d"
+checksum = "5932a7d9d28b0d2ea34c6b3779d35e3dd6f6345317c34e73438c4f1f29144151"
 dependencies = [
  "aws-lc-sys",
  "zeroize",
@@ -536,9 +542,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-sys"
-version = "0.32.3"
+version = "0.33.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "107a4e9d9cab9963e04e84bb8dee0e25f2a987f9a8bad5ed054abd439caa8f8c"
+checksum = "1826f2e4cfc2cd19ee53c42fbf68e2f81ec21108e0b7ecf6a71cf062137360fc"
 dependencies = [
  "bindgen 0.72.1",
  "cc",
@@ -549,9 +555,9 @@ dependencies = [
 
 [[package]]
 name = "aws-runtime"
-version = "1.5.13"
+version = "1.5.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f2402da1a5e16868ba98725e5d73f26b8116eaa892e56f2cd0bf5eec7985f70"
+checksum = "8fe0fd441565b0b318c76e7206c8d1d0b0166b3e986cf30e890b61feb6192045"
 dependencies = [
  "aws-credential-types",
  "aws-sigv4",
@@ -573,9 +579,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-sso"
-version = "1.88.0"
+version = "1.89.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05b276777560aa9a196dbba2e3aada4d8006d3d7eeb3ba7fe0c317227d933c4"
+checksum = "a9c1b1af02288f729e95b72bd17988c009aa72e26dcb59b3200f86d7aea726c9"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -595,9 +601,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-ssooidc"
-version = "1.90.0"
+version = "1.91.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9be14d6d9cd761fac3fd234a0f47f7ed6c0df62d83c0eeb7012750e4732879b"
+checksum = "4e8122301558dc7c6c68e878af918880b82ff41897a60c8c4e18e4dc4d93e9f1"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -617,9 +623,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-sts"
-version = "1.90.0"
+version = "1.93.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "98a862d704c817d865c8740b62d8bbeb5adcb30965e93b471df8a5bcefa20a80"
+checksum = "b745a6dca6bde63e23fcd3bfbb33479ab61bf40033cdf2e4a80e7a8735b7413d"
 dependencies = [
  "aws-credential-types",
  "aws-runtime",
@@ -925,7 +931,7 @@ dependencies = [
  "regex",
  "rustc-hash 2.1.1",
  "shlex",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -1025,9 +1031,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.10.1"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
+checksum = "b35204fbdc0b3f4446b89fc1ac2cf84a8a68971995d0bf2e925ec7cd960f9cb3"
 
 [[package]]
 name = "bytes-utils"
@@ -1047,9 +1053,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.2.45"
+version = "1.2.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35900b6c8d709fb1d854671ae27aeaa9eec2f8b01b364e1619a40da3e6fe2afe"
+checksum = "b97463e1064cb1b1c1384ad0a0b9c8abd0988e2a91f52606c80ef14aadb63e36"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -1146,18 +1152,18 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.50"
+version = "4.5.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c2cfd7bf8a6017ddaa4e32ffe7403d547790db06bd171c1c53926faab501623"
+checksum = "aa8120877db0e5c011242f96806ce3c94e0737ab8108532a76a3300a01db2ab8"
 dependencies = [
  "clap_builder",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.5.50"
+version = "4.5.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0a4c05b9e80c5ccd3a7ef080ad7b6ba7d6fc00a985b8b157197075677c82c7a0"
+checksum = "02576b399397b659c26064fbc92a75fede9d18ffd5f80ca1cd74ddab167016e1"
 dependencies = [
  "anstyle",
  "clap_lex",
@@ -1190,12 +1196,11 @@ dependencies = [
 
 [[package]]
 name = "comfy-table"
-version = "7.1.2"
+version = "7.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0d05af1e006a2407bedef5af410552494ce5be9090444dbbcb57258c1af3d56"
+checksum = "b03b7db8e0b4b2fdad6c551e634134e99ec000e5c8c3b6856c65e8bbaded7a3b"
 dependencies = [
- "strum",
- "strum_macros",
+ "unicode-segmentation",
  "unicode-width",
 ]
 
@@ -1345,9 +1350,9 @@ checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+checksum = "78c8292055d1c1df0cce5d180393dc8cce0abec0a7102adb6c7b1eef6016d60a"
 dependencies = [
  "generic-array",
  "typenum",
@@ -1390,12 +1395,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2af15bb3c6ffa33011ef579f6b0bcbe7c26584688bd6c994f548e44df67f011a"
+checksum = "8ba7cb113e9c0bedf9e9765926031e132fa05a1b09ba6e93a6d1a4d7044457b8"
 dependencies = [
  "arrow",
- "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
@@ -1405,6 +1409,7 @@ dependencies = [
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
+ "datafusion-datasource-arrow",
  "datafusion-datasource-csv",
  "datafusion-datasource-json",
  "datafusion-datasource-parquet",
@@ -1425,7 +1430,6 @@ dependencies = [
  "datafusion-session",
  "datafusion-sql",
  "futures",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -1433,6 +1437,7 @@ dependencies = [
  "parquet",
  "rand",
  "regex",
+ "rstest",
  "sqlparser",
  "tempfile",
  "tokio",
@@ -1442,9 +1447,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "187622262ad8f7d16d3be9202b4c1e0116f1c9aa387e5074245538b755261621"
+checksum = "66a3a799f914a59b1ea343906a0486f17061f39509af74e874a866428951130d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1457,7 +1462,6 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-plan",
  "datafusion-session",
- "datafusion-sql",
  "futures",
  "itertools 0.14.0",
  "log",
@@ -1468,9 +1472,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9657314f0a32efd0382b9a46fdeb2d233273ece64baa68a7c45f5a192daf0f83"
+checksum = "6db1b113c80d7a0febcd901476a57aef378e717c54517a163ed51417d87621b0"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1480,10 +1484,11 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
- "datafusion-session",
  "futures",
+ "itertools 0.14.0",
  "log",
  "object_store",
  "tokio",
@@ -1603,14 +1608,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a83760d9a13122d025fbdb1d5d5aaf93dd9ada5e90ea229add92aa30898b2d1"
+checksum = "7c10f7659e96127d25e8366be7c8be4109595d6a2c3eac70421f380a7006a1b0"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-ipc",
- "base64",
  "chrono",
  "half",
  "hashbrown 0.14.5",
@@ -1628,9 +1632,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b6234a6c7173fe5db1c6c35c01a12b2aa0f803a3007feee53483218817f8b1e"
+checksum = "b92065bbc6532c6651e2f7dd30b55cba0c7a14f860c7e1d15f165c41a1868d95"
 dependencies = [
  "futures",
  "log",
@@ -1639,9 +1643,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7256c9cb27a78709dd42d0c80f0178494637209cac6e29d5c93edd09b6721b86"
+checksum = "fde13794244bc7581cd82f6fff217068ed79cdc344cafe4ab2c3a1c3510b38d6"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1661,29 +1665,49 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "object_store",
- "parquet",
  "rand",
- "tempfile",
  "tokio",
  "url",
 ]
 
+[[package]]
+name = "datafusion-datasource-arrow"
+version = "51.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "804fa9b4ecf3157982021770617200ef7c1b2979d57bec9044748314775a9aea"
+dependencies = [
+ "arrow",
+ "arrow-ipc",
+ "async-trait",
+ "bytes",
+ "datafusion-common",
+ "datafusion-common-runtime",
+ "datafusion-datasource",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-session",
+ "futures",
+ "itertools 0.14.0",
+ "object_store",
+ "tokio",
+]
+
 [[package]]
 name = "datafusion-datasource-csv"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64533a90f78e1684bfb113d200b540f18f268134622d7c96bbebc91354d04825"
+checksum = "61a1641a40b259bab38131c5e6f48fac0717bedb7dc93690e604142a849e0568"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -1695,74 +1719,67 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d7ebeb12c77df0aacad26f21b0d033aeede423a64b2b352f53048a75bf1d6e6"
+checksum = "adeacdb00c1d37271176f8fb6a1d8ce096baba16ea7a4b2671840c5c9c64fe85"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
  "object_store",
- "serde_json",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09e783c4c7d7faa1199af2df4761c68530634521b176a8d1331ddbc5a5c75133"
+checksum = "43d0b60ffd66f28bfb026565d62b0a6cbc416da09814766a3797bba7d85a3cd9"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-functions-aggregate",
+ "datafusion-functions-aggregate-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
- "datafusion-physical-optimizer",
  "datafusion-physical-plan",
  "datafusion-pruning",
  "datafusion-session",
  "futures",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
  "parking_lot",
  "parquet",
- "rand",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99ee6b1d9a80d13f9deb2291f45c07044b8e62fb540dbde2453a18be17a36429"
+checksum = "2b99e13947667b36ad713549237362afb054b2d8f8cc447751e23ec61202db07"
 
 [[package]]
 name = "datafusion-execution"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4cec0a57653bec7b933fb248d3ffa3fa3ab3bd33bd140dc917f714ac036f531"
+checksum = "63695643190679037bc946ad46a263b62016931547bf119859c511f7ff2f5178"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1781,9 +1798,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef76910bdca909722586389156d0aa4da4020e1631994d50fadd8ad4b1aa05fe"
+checksum = "f9a4787cbf5feb1ab351f789063398f67654a6df75c4d37d7f637dc96f951a91"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1795,6 +1812,7 @@ dependencies = [
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
  "indexmap",
+ "itertools 0.14.0",
  "paste",
  "serde_json",
  "sqlparser",
@@ -1802,9 +1820,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d155ccbda29591ca71a1344dd6bed26c65a4438072b400df9db59447f590bb6"
+checksum = "5ce2fb1b8c15c9ac45b0863c30b268c69dc9ee7a1ee13ecf5d067738338173dc"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1815,9 +1833,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7de2782136bd6014670fd84fe3b0ca3b3e4106c96403c3ae05c0598577139977"
+checksum = "794a9db7f7b96b3346fc007ff25e994f09b8f0511b4cf7dff651fadfe3ebb28f"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -1835,6 +1853,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
+ "num-traits",
  "rand",
  "regex",
  "sha2",
@@ -1844,9 +1863,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07331fc13603a9da97b74fd8a273f4238222943dffdbbed1c4c6f862a30105bf"
+checksum = "1c25210520a9dcf9c2b2cbbce31ebd4131ef5af7fc60ee92b266dc7d159cb305"
 dependencies = [
  "ahash",
  "arrow",
@@ -1865,9 +1884,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5951e572a8610b89968a09b5420515a121fbc305c0258651f318dc07c97ab17"
+checksum = "62f4a66f3b87300bb70f4124b55434d2ae3fe80455f3574701d0348da040b55d"
 dependencies = [
  "ahash",
  "arrow",
@@ -1878,9 +1897,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdacca9302c3d8fc03f3e94f338767e786a88a33f5ebad6ffc0e7b50364b9ea3"
+checksum = "ae5c06eed03918dc7fe7a9f082a284050f0e9ecf95d72f57712d1496da03b8c4"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1888,6 +1907,7 @@ dependencies = [
  "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-functions",
  "datafusion-functions-aggregate",
  "datafusion-functions-aggregate-common",
@@ -1900,9 +1920,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c37ff8a99434fbbad604a7e0669717c58c7c4f14c472d45067c4b016621d981"
+checksum = "db4fed1d71738fbe22e2712d71396db04c25de4111f1ec252b8f4c6d3b25d7f5"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1916,9 +1936,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48e2aea7c79c926cffabb13dc27309d4eaeb130f4a21c8ba91cdd241c813652b"
+checksum = "1d92206aa5ae21892f1552b4d61758a862a70956e6fd7a95cb85db1de74bc6d1"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1934,9 +1954,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fead257ab5fd2ffc3b40fda64da307e20de0040fe43d49197241d9de82a487f"
+checksum = "53ae9bcc39800820d53a22d758b3b8726ff84a5a3e24cecef04ef4e5fdf1c7cc"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -1944,20 +1964,20 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec6f637bce95efac05cdfb9b6c19579ed4aa5f6b94d951cfa5bb054b7bb4f730"
+checksum = "1063ad4c9e094b3f798acee16d9a47bd7372d9699be2de21b05c3bd3f34ab848"
 dependencies = [
- "datafusion-expr",
+ "datafusion-doc",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6583ef666ae000a613a837e69e456681a9faa96347bf3877661e9e89e141d8a"
+checksum = "9f35f9ec5d08b87fd1893a30c2929f2559c2f9806ca072d8fefca5009dc0f06a"
 dependencies = [
  "arrow",
  "chrono",
@@ -1974,9 +1994,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8668103361a272cbbe3a61f72eca60c9b7c706e87cc3565bcf21e2b277b84f6"
+checksum = "c30cc8012e9eedcb48bbe112c6eff4ae5ed19cf3003cb0f505662e88b7014c5d"
 dependencies = [
  "ahash",
  "arrow",
@@ -1989,7 +2009,6 @@ dependencies = [
  "hashbrown 0.14.5",
  "indexmap",
  "itertools 0.14.0",
- "log",
  "parking_lot",
  "paste",
  "petgraph 0.8.3",
@@ -1997,9 +2016,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "815acced725d30601b397e39958e0e55630e0a10d66ef7769c14ae6597298bb0"
+checksum = "7f9ff2dbd476221b1f67337699eff432781c4e6e1713d2aefdaa517dfbf79768"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2012,9 +2031,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6652fe7b5bf87e85ed175f571745305565da2c0b599d98e697bcbedc7baa47c3"
+checksum = "90da43e1ec550b172f34c87ec68161986ced70fd05c8d2a2add66eef9c276f03"
 dependencies = [
  "ahash",
  "arrow",
@@ -2026,9 +2045,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49b7d623eb6162a3332b564a0907ba00895c505d101b99af78345f1acf929b5c"
+checksum = "ce9804f799acd7daef3be7aaffe77c0033768ed8fdbf5fb82fc4c5f2e6bc14e6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2040,14 +2059,13 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-pruning",
  "itertools 0.14.0",
- "log",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2f7f778a1a838dec124efb96eae6144237d546945587557c9e6936b3414558c"
+checksum = "0acf0ad6b6924c6b1aa7d213b181e012e2d3ec0a64ff5b10ee6282ab0f8532ac"
 dependencies = [
  "ahash",
  "arrow",
@@ -2076,12 +2094,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd1e59e2ca14fe3c30f141600b10ad8815e2856caa59ebbd0e3e07cd3d127a65"
+checksum = "ac2c2498a1f134a9e11a9f5ed202a2a7d7e9774bd9249295593053ea3be999db"
 dependencies = [
  "arrow",
- "arrow-schema",
  "datafusion-common",
  "datafusion-datasource",
  "datafusion-expr-common",
@@ -2094,35 +2111,26 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21ef8e2745583619bd7a49474e8f45fbe98ebb31a133f27802217125a7b3d58d"
+checksum = "8f96eebd17555386f459037c65ab73aae8df09f464524c709d6a3134ad4f4776"
 dependencies = [
- "arrow",
  "async-trait",
- "dashmap",
  "datafusion-common",
- "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-plan",
- "datafusion-sql",
- "futures",
- "itertools 0.14.0",
- "log",
- "object_store",
  "parking_lot",
- "tokio",
 ]
 
 [[package]]
 name = "datafusion-spark"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613efb6666a7d42fcb922b90cd0daa2b25ea486d141350e5d3e86e46df28309a"
+checksum = "97a8d6fed24c80dd403dcc6afec33766a599d1b72575f222237f01429b2e58ba"
 dependencies = [
  "arrow",
+ "bigdecimal",
  "chrono",
  "crc32fast",
  "datafusion-catalog",
@@ -2130,21 +2138,21 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-functions",
- "datafusion-macros",
  "log",
+ "rand",
  "sha1",
  "url",
- "xxhash-rust",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89abd9868770386fede29e5a4b14f49c0bf48d652c3b9d7a8a0332329b87d50b"
+checksum = "3fc195fe60634b2c6ccfd131b487de46dc30eccae8a3c35a13f136e7f440414f"
 dependencies = [
  "arrow",
  "bigdecimal",
+ "chrono",
  "datafusion-common",
  "datafusion-expr",
  "indexmap",
@@ -2164,9 +2172,9 @@ dependencies = [
 
 [[package]]
 name = "deranged"
-version = "0.5.4"
+version = "0.5.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a41953f86f8a05768a6cda24def994fd2f424b04ec5c719cf89989779f199071"
+checksum = "ececcb659e7ba858fb4f10388c250a7252eb0a27373f1a72b8748afdd248e587"
 dependencies = [
  "powerfmt",
 ]
@@ -2188,7 +2196,7 @@ checksum = "bda628edc44c4bb645fbe0f758797143e4e07926f7ebf4e9bdfbd3d2ce621df3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
  "unicode-xid",
 ]
 
@@ -2217,7 +2225,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -2249,7 +2257,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -2303,9 +2311,9 @@ checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.4"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52051878f80a721bb68ebfbc930e07b65ba72f2da88968ea5c06fd6ca3d3a127"
+checksum = "3a3076410a55c90011c298b04d0cfa770b00fa04e1e3c97d3f6c9de105a03844"
 
 [[package]]
 name = "findshlibs"
@@ -2470,7 +2478,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -2485,6 +2493,12 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
 
+[[package]]
+name = "futures-timer"
+version = "3.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f288b0a4f20f9a56b5d1da57e2227c661b7b16168e2f72365f57b63326e29b24"
+
 [[package]]
 name = "futures-util"
 version = "0.3.31"
@@ -2505,9 +2519,9 @@ dependencies = [
 
 [[package]]
 name = "generic-array"
-version = "0.14.9"
+version = "0.14.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4bb6743198531e02858aeaea5398fcc883e71851fcbcb5a2f773e2fb6cb1edf2"
+checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
 dependencies = [
  "typenum",
  "version_check",
@@ -2750,9 +2764,9 @@ checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
 
 [[package]]
 name = "hyper"
-version = "1.7.0"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb3aa54a13a0dfe7fbe3a59e0c76093041720fdc77b110cc0fc260fafb4dc51e"
+checksum = "2ab2d4f250c3d7b1c9fcdff1cece94ea4e2dfbec68614f7b87cb205f24ca9d11"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -2790,9 +2804,9 @@ dependencies = [
 
 [[package]]
 name = "hyper-util"
-version = "0.1.17"
+version = "0.1.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c6995591a8f1380fcb4ba966a252a4b29188d51d2b89e3a252f5305be65aea8"
+checksum = "52e9a2a24dc5c6821e71a7030e1e14b7b632acac55c40e9d2e082c621261bb56"
 dependencies = [
  "base64",
  "bytes",
@@ -2838,9 +2852,9 @@ dependencies = [
 
 [[package]]
 name = "icu_collections"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "200072f5d0e3614556f94a9930d5dc3e0662a652823904c3a75dc3b0af7fee47"
+checksum = "4c6b649701667bbe825c3b7e6388cb521c23d88644678e83c0c4d0a621a34b43"
 dependencies = [
  "displaydoc",
  "potential_utf",
@@ -2851,9 +2865,9 @@ dependencies = [
 
 [[package]]
 name = "icu_locale_core"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cde2700ccaed3872079a65fb1a78f6c0a36c91570f28755dda67bc8f7d9f00a"
+checksum = "edba7861004dd3714265b4db54a3c390e880ab658fec5f7db895fae2046b5bb6"
 dependencies = [
  "displaydoc",
  "litemap",
@@ -2864,11 +2878,10 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "436880e8e18df4d7bbc06d58432329d6458cc84531f7ac5f024e93deadb37979"
+checksum = "5f6c8828b67bf8908d82127b2054ea1b4427ff0230ee9141c54251934ab1b599"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_normalizer_data",
  "icu_properties",
@@ -2879,42 +2892,38 @@ dependencies = [
 
 [[package]]
 name = "icu_normalizer_data"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00210d6893afc98edb752b664b8890f0ef174c8adbb8d0be9710fa66fbbf72d3"
+checksum = "7aedcccd01fc5fe81e6b489c15b247b8b0690feb23304303a9e560f37efc560a"
 
 [[package]]
 name = "icu_properties"
-version = "2.0.1"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "016c619c1eeb94efb86809b015c58f479963de65bdb6253345c1a1276f22e32b"
+checksum = "e93fcd3157766c0c8da2f8cff6ce651a31f0810eaa1c51ec363ef790bbb5fb99"
 dependencies = [
- "displaydoc",
  "icu_collections",
  "icu_locale_core",
  "icu_properties_data",
  "icu_provider",
- "potential_utf",
  "zerotrie",
  "zerovec",
 ]
 
 [[package]]
 name = "icu_properties_data"
-version = "2.0.1"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "298459143998310acd25ffe6810ed544932242d3f07083eee1084d83a71bd632"
+checksum = "02845b3647bb045f1100ecd6480ff52f34c35f82d9880e029d329c21d1054899"
 
 [[package]]
 name = "icu_provider"
-version = "2.0.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03c80da27b5f4187909049ee2d72f276f0d9f99a42c306bd0131ecfe04d8e5af"
+checksum = "85962cf0ce02e1e0a629cc34e7ca3e373ce20dda4c4d7294bbd0bf1fdb59e614"
 dependencies = [
  "displaydoc",
  "icu_locale_core",
- "stable_deref_trait",
- "tinystr",
  "writeable",
  "yoke",
  "zerofrom",
@@ -2985,9 +2994,9 @@ checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
 
 [[package]]
 name = "iri-string"
-version = "0.7.8"
+version = "0.7.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dbc5ebe9c3a1a7a5127f920a418f7585e9e758e911d0466ed004f393b0e380b2"
+checksum = "4f867b9d1d896b67beb18518eda36fdb77a32ea590de864f1325b294a6d14397"
 dependencies = [
  "memchr",
  "serde",
@@ -3073,9 +3082,9 @@ dependencies = [
 
 [[package]]
 name = "js-sys"
-version = "0.3.81"
+version = "0.3.82"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec48937a97411dcb524a265206ccd4c90bb711fca92b2792c407f268825b9305"
+checksum = "b011eec8cc36da2aab2d5cff675ec18454fad408585853910a202391cf9f8e65"
 dependencies = [
  "once_cell",
  "wasm-bindgen",
@@ -3224,9 +3233,9 @@ checksum = "df1d3c3b53da64cf5760482273a98e575c651a67eec7f77df96b5b642de8f039"
 
 [[package]]
 name = "litemap"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
+checksum = "6373607a59f0be73a39b6fe456b8192fcc3585f602af20751600e974dd455e77"
 
 [[package]]
 name = "lock_api"
@@ -3511,7 +3520,7 @@ dependencies = [
  "md-5",
  "parking_lot",
  "percent-encoding",
- "quick-xml 0.38.3",
+ "quick-xml 0.38.4",
  "rand",
  "reqwest",
  "ring",
@@ -3574,7 +3583,7 @@ dependencies = [
  "log",
  "md-5",
  "percent-encoding",
- "quick-xml 0.38.3",
+ "quick-xml 0.38.4",
  "reqwest",
  "serde",
  "serde_json",
@@ -3634,9 +3643,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "56.2.0"
+version = "57.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0dbd48ad52d7dccf8ea1b90a3ddbfaea4f69878dd7683e51c507d4bc52b5b27"
+checksum = "7a0f31027ef1af7549f7cec603a9a21dce706d3f8d7c2060a68f43c1773be95a"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -3655,8 +3664,9 @@ dependencies = [
  "half",
  "hashbrown 0.16.0",
  "lz4_flex",
- "num",
  "num-bigint",
+ "num-integer",
+ "num-traits",
  "object_store",
  "parquet-variant",
  "parquet-variant-compute",
@@ -3674,9 +3684,9 @@ dependencies = [
 
 [[package]]
 name = "parquet-variant"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a56bf96fdaf5f9392b447cf1e60bfe4b72149ab3309aa3855c02813cc89ad93f"
+checksum = "066f3e371a47d5b0bfd9491992f2400e4f155511d0c9bcfaca04bac7f1e33600"
 dependencies = [
  "arrow-schema",
  "chrono",
@@ -3688,23 +3698,25 @@ dependencies = [
 
 [[package]]
 name = "parquet-variant-compute"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc7ce683368c9f2672379c12e35b5cd664e81964e234d891b4073a8355015ce7"
+checksum = "497db08281ed670f7e5119116b961282d50645a28b2afb97686f18e2e4034414"
 dependencies = [
  "arrow",
  "arrow-schema",
  "chrono",
  "half",
+ "indexmap",
  "parquet-variant",
  "parquet-variant-json",
+ "uuid",
 ]
 
 [[package]]
 name = "parquet-variant-json"
-version = "0.1.0"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af8bde078e883e197efe49d315bfa0ecf8f68879d32a2abf34eb09f40ea88f21"
+checksum = "9958f58a045ec273727651a3d07e32b382a7732f7cae86d26d80e9ec0acf2e3b"
 dependencies = [
  "arrow-schema",
  "base64",
@@ -3789,7 +3801,7 @@ checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -3865,9 +3877,9 @@ dependencies = [
 
 [[package]]
 name = "potential_utf"
-version = "0.1.3"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84df19adbe5b5a0782edcab45899906947ab039ccf4573713735ee7de1e6b08a"
+checksum = "b73949432f5e2a09657003c25bca5e19a0e9c84f8058ca374f49e0ebe605af77"
 dependencies = [
  "zerovec",
 ]
@@ -3916,7 +3928,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.108",
+ "syn 2.0.110",
+]
+
+[[package]]
+name = "proc-macro-crate"
+version = "3.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
+dependencies = [
+ "toml_edit",
 ]
 
 [[package]]
@@ -3978,7 +3999,7 @@ dependencies = [
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.108",
+ "syn 2.0.110",
  "tempfile",
 ]
 
@@ -3992,7 +4013,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4015,9 +4036,9 @@ dependencies = [
 
 [[package]]
 name = "quick-xml"
-version = "0.38.3"
+version = "0.38.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42a232e7487fc2ef313d96dde7948e7a3c05101870d8985e4fd8d26aedd27b89"
+checksum = "b66c2058c55a409d601666cffe35f04333cf1013010882cec174a7467cd4e21c"
 dependencies = [
  "memchr",
  "serde",
@@ -4080,9 +4101,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.41"
+version = "1.0.42"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce25767e7b499d1b604768e7cde645d14cc8584231ea6b295e9c9eb22c02e1d1"
+checksum = "a338cc41d27e6cc6dce6cefc13a0729dfbb81c262b1f519331575dd80ef3067f"
 dependencies = [
  "proc-macro2",
 ]
@@ -4186,6 +4207,12 @@ version = "0.8.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
+[[package]]
+name = "relative-path"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba39f3699c378cd8970968dcbff9c43159ea4cfbd88d43c00b22f2ef10a435d2"
+
 [[package]]
 name = "reqwest"
 version = "0.12.24"
@@ -4252,6 +4279,35 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "rstest"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5a3193c063baaa2a95a33f03035c8a72b83d97a54916055ba22d35ed3839d49"
+dependencies = [
+ "futures-timer",
+ "futures-util",
+ "rstest_macros",
+]
+
+[[package]]
+name = "rstest_macros"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c845311f0ff7951c5506121a9ad75aec44d083c31583b2ea5a30bcb0b0abba0"
+dependencies = [
+ "cfg-if",
+ "glob",
+ "proc-macro-crate",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "relative-path",
+ "rustc_version",
+ "syn 2.0.110",
+ "unicode-ident",
+]
+
 [[package]]
 name = "rustc-demangle"
 version = "0.1.26"
@@ -4307,9 +4363,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.34"
+version = "0.23.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a9586e9ee2b4f8fab52a0048ca7334d7024eef48e2cb9407e3497bb7cab7fa7"
+checksum = "533f54bc6a7d4f647e46ad909549eda97bf5afc1585190ef692b4286b198bd8f"
 dependencies = [
  "aws-lc-rs",
  "once_cell",
@@ -4343,9 +4399,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.12.0"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
+checksum = "94182ad936a0c91c324cd46c6511b9510ed16af436d7b5bab34beab0afd55f7a"
 dependencies = [
  "web-time",
  "zeroize",
@@ -4353,9 +4409,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.7"
+version = "0.103.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e10b3f4191e8a80e6b43eebabfac91e5dcecebb27a71f04e820c47ec41d314bf"
+checksum = "2ffdfa2f5286e2247234e03f680868ac2815974dc39e00ea15adc445d0aafe52"
 dependencies = [
  "aws-lc-rs",
  "ring",
@@ -4471,7 +4527,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4606,9 +4662,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.58.0"
+version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
+checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
 dependencies = [
  "log",
  "sqlparser_derive",
@@ -4622,7 +4678,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4637,25 +4693,6 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9091b6114800a5f2141aee1d1b9d6ca3592ac062dc5decb3764ec5895a47b4eb"
 
-[[package]]
-name = "strum"
-version = "0.26.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fec0f0aef304996cf250b31b5a10dee7980c85da9d759361292b8bca5a18f06"
-
-[[package]]
-name = "strum_macros"
-version = "0.26.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
-dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "rustversion",
- "syn 2.0.108",
-]
-
 [[package]]
 name = "subtle"
 version = "2.6.1"
@@ -4664,9 +4701,9 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "symbolic-common"
-version = "12.16.3"
+version = "12.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d03f433c9befeea460a01d750e698aa86caf86dcfbd77d552885cd6c89d52f50"
+checksum = "b3d8046c5674ab857104bc4559d505f4809b8060d57806e45d49737c97afeb60"
 dependencies = [
  "debugid",
  "memmap2",
@@ -4676,9 +4713,9 @@ dependencies = [
 
 [[package]]
 name = "symbolic-demangle"
-version = "12.16.3"
+version = "12.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13d359ef6192db1760a34321ec4f089245ede4342c27e59be99642f12a859de8"
+checksum = "1accb6e5c4b0f682de907623912e616b44be1c9e725775155546669dbff720ec"
 dependencies = [
  "cpp_demangle",
  "rustc-demangle",
@@ -4698,9 +4735,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.108"
+version = "2.0.110"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da58917d35242480a05c2897064da0a80589a2a0476c9a3f2fdc83b53502e917"
+checksum = "a99801b5bd34ede4cf3fc688c5919368fea4e4814a4664359503e6015b280aea"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4724,7 +4761,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4766,7 +4803,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4777,7 +4814,7 @@ checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4873,9 +4910,9 @@ dependencies = [
 
 [[package]]
 name = "tinystr"
-version = "0.8.1"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d4f6d1145dcb577acf783d4e601bc1d76a13337bb54e6233add580b07344c8b"
+checksum = "42d3e9c45c09de15d06dd8acf5f4e0e399e85927b7f00711024eb7ae10fa4869"
 dependencies = [
  "displaydoc",
  "zerovec",
@@ -4931,7 +4968,7 @@ checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -4946,9 +4983,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.16"
+version = "0.7.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "14307c986784f72ef81c89db7d9e28d6ac26d16213b109ea501696195e6e3ce5"
+checksum = "2efa149fe76073d6e8fd97ef4f4eca7b67f599660115591483572e406e165594"
 dependencies = [
  "bytes",
  "futures-core",
@@ -4957,6 +4994,36 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "toml_datetime"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2cdb639ebbc97961c51720f858597f7f24c4fc295327923af55b74c3c724533"
+dependencies = [
+ "serde_core",
+]
+
+[[package]]
+name = "toml_edit"
+version = "0.23.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6485ef6d0d9b5d0ec17244ff7eb05310113c3f316f2d14200d4de56b3cb98f8d"
+dependencies = [
+ "indexmap",
+ "toml_datetime",
+ "toml_parser",
+ "winnow",
+]
+
+[[package]]
+name = "toml_parser"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0cbe268d35bdb4bb5a56a2de88d0ad0eb70af5384a99d648cd4b3d04039800e"
+dependencies = [
+ "winnow",
+]
+
 [[package]]
 name = "tower"
 version = "0.5.2"
@@ -5021,7 +5088,7 @@ checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -5065,9 +5132,9 @@ checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.20"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "462eeb75aeb73aea900253ce739c8e18a67423fadf006037cd3ff27e82748a06"
+checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
 
 [[package]]
 name = "unicode-segmentation"
@@ -5198,9 +5265,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.104"
+version = "0.2.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1da10c01ae9f1ae40cbfac0bac3b1e724b320abfcf52229f80b547c0d250e2d"
+checksum = "da95793dfc411fbbd93f5be7715b0578ec61fe87cb1a42b12eb625caa5c5ea60"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -5209,25 +5276,11 @@ dependencies = [
  "wasm-bindgen-shared",
 ]
 
-[[package]]
-name = "wasm-bindgen-backend"
-version = "0.2.104"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "671c9a5a66f49d8a47345ab942e2cb93c7d1d0339065d4f8139c486121b43b19"
-dependencies = [
- "bumpalo",
- "log",
- "proc-macro2",
- "quote",
- "syn 2.0.108",
- "wasm-bindgen-shared",
-]
-
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.54"
+version = "0.4.55"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e038d41e478cc73bae0ff9b36c60cff1c98b8f38f8d7e8061e79ee63608ac5c"
+checksum = "551f88106c6d5e7ccc7cd9a16f312dd3b5d36ea8b4954304657d5dfba115d4a0"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -5238,9 +5291,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.104"
+version = "0.2.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ca60477e4c59f5f2986c50191cd972e3a50d8a95603bc9434501cf156a9a119"
+checksum = "04264334509e04a7bf8690f2384ef5265f05143a4bff3889ab7a3269adab59c2"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -5248,22 +5301,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.104"
+version = "0.2.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f07d2f20d4da7b26400c9f4a0511e6e0345b040694e8a75bd41d578fa4421d7"
+checksum = "420bc339d9f322e562942d52e115d57e950d12d88983a14c79b86859ee6c7ebc"
 dependencies = [
+ "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.108",
- "wasm-bindgen-backend",
+ "syn 2.0.110",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.104"
+version = "0.2.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bad67dc8b2a1a6e5448428adec4c3e84c43e561d8c9ee8a9e5aabeb193ec41d1"
+checksum = "76f218a38c84bcb33c25ec7059b07847d465ce0e0a76b995e134a45adcb6af76"
 dependencies = [
  "unicode-ident",
 ]
@@ -5283,9 +5336,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.81"
+version = "0.3.82"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9367c417a924a74cae129e6a2ae3b47fabb1f8995595ab474029da749a8be120"
+checksum = "3a1f95c0d03a47f4ae1f7a64643a6bb97465d9b740f0fa8f90ea33915c99a9a1"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -5303,9 +5356,9 @@ dependencies = [
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32b130c0d2d49f8b6889abc456e795e82525204f27c42cf767cf0d7734e089b8"
+checksum = "b2878ef029c47c6e8cf779119f20fcf52bde7ad42a731b2a304bc221df17571e"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -5374,7 +5427,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -5385,7 +5438,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -5643,6 +5696,15 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
 
+[[package]]
+name = "winnow"
+version = "0.7.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "21a0236b59786fed61e2a80582dd500fe61f18b5dca67a4a067d0bc9039339cf"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "wit-bindgen"
 version = "0.46.0"
@@ -5651,9 +5713,9 @@ checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
 
 [[package]]
 name = "writeable"
-version = "0.6.1"
+version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
+checksum = "9edde0db4769d2dc68579893f2306b26c6ecfbe0ef499b013d731b7b9247e0b9"
 
 [[package]]
 name = "xmlparser"
@@ -5661,19 +5723,12 @@ version = "0.13.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "66fee0b777b0f5ac1c69bb06d361268faafa61cd4682ae064a171c16c433e9e4"
 
-[[package]]
-name = "xxhash-rust"
-version = "0.8.15"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
-
 [[package]]
 name = "yoke"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f41bb01b8226ef4bfd589436a297c53d118f65921786300e427be8d487695cc"
+checksum = "72d6e5c6afb84d73944e5cedb052c4680d5657337201555f9f2a16b7406d4954"
 dependencies = [
- "serde",
  "stable_deref_trait",
  "yoke-derive",
  "zerofrom",
@@ -5681,13 +5736,13 @@ dependencies = [
 
 [[package]]
 name = "yoke-derive"
-version = "0.8.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
+checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
  "synstructure",
 ]
 
@@ -5708,7 +5763,7 @@ checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
@@ -5728,7 +5783,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
  "synstructure",
 ]
 
@@ -5740,9 +5795,9 @@ checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
 
 [[package]]
 name = "zerotrie"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f0bbd478583f79edad978b407914f61b2972f5af6fa089686016be8f9af595"
+checksum = "2a59c17a5562d507e4b54960e8569ebee33bee890c70aa3fe7b97e85a9fd7851"
 dependencies = [
  "displaydoc",
  "yoke",
@@ -5751,9 +5806,9 @@ dependencies = [
 
 [[package]]
 name = "zerovec"
-version = "0.11.4"
+version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e7aa2bd55086f1ab526693ecbe444205da57e25f4489879da80635a46d90e73b"
+checksum = "6c28719294829477f525be0186d13efa9a3c602f7ec202ca9e353d310fb9a002"
 dependencies = [
  "yoke",
  "zerofrom",
@@ -5762,13 +5817,13 @@ dependencies = [
 
 [[package]]
 name = "zerovec-derive"
-version = "0.11.1"
+version = "0.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
+checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.108",
+ "syn 2.0.110",
 ]
 
 [[package]]
diff --git a/native/Cargo.toml b/native/Cargo.toml
index 3c609b9bd2..079fd768ed 100644
--- a/native/Cargo.toml
+++ b/native/Cargo.toml
@@ -34,12 +34,12 @@ edition = "2021"
 rust-version = "1.86"
 
 [workspace.dependencies]
-arrow = { version = "56.0.0", features = ["prettyprint", "ffi", "chrono-tz"] }
+arrow = { version = "57.0.0", features = ["prettyprint", "ffi", "chrono-tz"] }
 async-trait = { version = "0.1" }
 bytes = { version = "1.10.0" }
-parquet = { version = "56.2.0", default-features = false, features = ["experimental"] }
-datafusion = { version = "50.3.0", default-features = false, features = ["unicode_expressions", "crypto_expressions", "nested_expressions", "parquet"] }
-datafusion-spark = { version = "50.3.0" }
+parquet = { version = "57.0.0", default-features = false, features = ["experimental"] }
+datafusion = { version = "51.0.0", default-features = false, features = ["unicode_expressions", "crypto_expressions", "nested_expressions", "parquet"] }
+datafusion-spark = { version = "51.0.0" }
 datafusion-comet-spark-expr = { path = "spark-expr" }
 datafusion-comet-proto = { path = "proto" }
 chrono = { version = "0.4", default-features = false, features = ["clock"] }
diff --git a/native/core/Cargo.toml b/native/core/Cargo.toml
index c9f95a1d81..10f94c0963 100644
--- a/native/core/Cargo.toml
+++ b/native/core/Cargo.toml
@@ -92,7 +92,7 @@ jni = { version = "0.21", features = ["invocation"] }
 lazy_static = "1.4"
 assertables = "9"
 hex = "0.4.3"
-datafusion-functions-nested = { version = "50.3.0" }
+datafusion-functions-nested = { version = "51.0.0" }
 
 [features]
 backtrace = ["datafusion/backtrace"]
diff --git a/native/core/src/execution/planner.rs b/native/core/src/execution/planner.rs
index a33df705b3..29743d4472 100644
--- a/native/core/src/execution/planner.rs
+++ b/native/core/src/execution/planner.rs
@@ -2231,7 +2231,7 @@ impl PhysicalPlanner {
             partition_by,
             sort_phy_exprs,
             window_frame.into(),
-            input_schema.as_ref(),
+            input_schema,
             false, // TODO: Ignore nulls
             false, // TODO: Spark does not support DISTINCT ... OVER
             None,
diff --git a/native/core/src/parquet/encryption_support.rs b/native/core/src/parquet/encryption_support.rs
index ff67a3fcbd..4540c217d5 100644
--- a/native/core/src/parquet/encryption_support.rs
+++ b/native/core/src/parquet/encryption_support.rs
@@ -54,7 +54,7 @@ impl EncryptionFactory for CometEncryptionFactory {
         _options: &EncryptionFactoryOptions,
         _schema: &SchemaRef,
         _file_path: &Path,
-    ) -> Result<Option<FileEncryptionProperties>, DataFusionError> {
+    ) -> Result<Option<Arc<FileEncryptionProperties>>, DataFusionError> {
         Err(DataFusionError::NotImplemented(
             "Comet does not support Parquet encryption yet."
                 .parse()
@@ -69,7 +69,7 @@ impl EncryptionFactory for CometEncryptionFactory {
         &self,
         options: &EncryptionFactoryOptions,
         file_path: &Path,
-    ) -> Result<Option<FileDecryptionProperties>, DataFusionError> {
+    ) -> Result<Option<Arc<FileDecryptionProperties>>, DataFusionError> {
         let config: CometEncryptionConfig = options.to_extension_options()?;
 
         let full_path: String = config.uri_base + file_path.as_ref();
diff --git a/native/core/src/parquet/parquet_exec.rs b/native/core/src/parquet/parquet_exec.rs
index 0a95ec9996..ec18d227f5 100644
--- a/native/core/src/parquet/parquet_exec.rs
+++ b/native/core/src/parquet/parquet_exec.rs
@@ -122,7 +122,7 @@ pub(crate) fn init_datasource_exec(
                 object_store_url,
                 file_source,
             )
-            .with_projection(Some(projection_vector))
+            .with_projection_indices(Some(projection_vector))
             .with_table_partition_cols(partition_fields)
             .build()
         }
diff --git a/native/core/src/parquet/read/column.rs b/native/core/src/parquet/read/column.rs
index 9988a89f1f..e1cc4a680f 100644
--- a/native/core/src/parquet/read/column.rs
+++ b/native/core/src/parquet/read/column.rs
@@ -331,19 +331,19 @@ impl ColumnReader {
                                 None
                             };
                             match unit {
-                                ParquetTimeUnit::MILLIS(_) => {
+                                ParquetTimeUnit::MILLIS => {
                                     typed_reader!(
                                         Int64TimestampMillisColumnReader,
                                         ArrowDataType::Timestamp(time_unit, time_zone)
                                     )
                                 }
-                                ParquetTimeUnit::MICROS(_) => {
+                                ParquetTimeUnit::MICROS => {
                                     typed_reader!(
                                         Int64TimestampMicrosColumnReader,
                                         ArrowDataType::Timestamp(time_unit, time_zone)
                                     )
                                 }
-                                ParquetTimeUnit::NANOS(_) => {
+                                ParquetTimeUnit::NANOS => {
                                     typed_reader!(
                                         Int64TimestampNanosColumnReader,
                                         ArrowDataType::Int64
diff --git a/native/core/src/parquet/util/jni.rs b/native/core/src/parquet/util/jni.rs
index 966351e71a..2223f508f4 100644
--- a/native/core/src/parquet/util/jni.rs
+++ b/native/core/src/parquet/util/jni.rs
@@ -30,7 +30,6 @@ use datafusion::execution::object_store::ObjectStoreUrl;
 use object_store::path::Path;
 use parquet::{
     basic::{Encoding, LogicalType, TimeUnit, Type as PhysicalType},
-    format::{MicroSeconds, MilliSeconds, NanoSeconds},
     schema::types::{ColumnDescriptor, ColumnPath, PrimitiveTypeBuilder},
 };
 use url::{ParseError, Url};
@@ -185,9 +184,9 @@ fn convert_logical_type(
 
 fn convert_time_unit(time_unit: jint) -> TimeUnit {
     match time_unit {
-        0 => TimeUnit::MILLIS(MilliSeconds::new()),
-        1 => TimeUnit::MICROS(MicroSeconds::new()),
-        2 => TimeUnit::NANOS(NanoSeconds::new()),
+        0 => TimeUnit::MILLIS,
+        1 => TimeUnit::MICROS,
+        2 => TimeUnit::NANOS,
         _ => panic!("Invalid time unit id for Parquet: {time_unit}"),
     }
 }
diff --git a/native/spark-expr/Cargo.toml b/native/spark-expr/Cargo.toml
index 961c7bec08..b3a46fd917 100644
--- a/native/spark-expr/Cargo.toml
+++ b/native/spark-expr/Cargo.toml
@@ -45,6 +45,7 @@ arrow = {workspace = true}
 criterion = { version = "0.7", features = ["async", "async_tokio", "async_std"] }
 rand = { workspace = true}
 tokio = { version = "1", features = ["rt-multi-thread"] }
+datafusion = { workspace = true, features = ["sql"] }
 
 [lib]
 name = "datafusion_comet_spark_expr"
diff --git a/native/spark-expr/src/agg_funcs/avg.rs b/native/spark-expr/src/agg_funcs/avg.rs
index e8b90b4f46..e746aaf6e5 100644
--- a/native/spark-expr/src/agg_funcs/avg.rs
+++ b/native/spark-expr/src/agg_funcs/avg.rs
@@ -25,8 +25,7 @@ use arrow::compute::sum;
 use arrow::datatypes::{DataType, Field, FieldRef};
 use datafusion::common::{not_impl_err, Result, ScalarValue};
 use datafusion::logical_expr::{
-    type_coercion::aggregates::avg_return_type, Accumulator, AggregateUDFImpl, EmitTo,
-    GroupsAccumulator, ReversedUDAF, Signature,
+    Accumulator, AggregateUDFImpl, EmitTo, GroupsAccumulator, ReversedUDAF, Signature,
 };
 use datafusion::physical_expr::expressions::format_state_name;
 use std::{any::Any, sync::Arc};
@@ -36,6 +35,13 @@ use datafusion::logical_expr::function::{AccumulatorArgs, StateFieldsArgs};
 use datafusion::logical_expr::Volatility::Immutable;
 use DataType::*;
 
+fn avg_return_type(_name: &str, data_type: &DataType) -> Result<DataType> {
+    match data_type {
+        Float64 => Ok(Float64),
+        _ => not_impl_err!("Avg return type for {data_type}"),
+    }
+}
+
 /// AVG aggregate expression
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct Avg {
diff --git a/native/spark-expr/src/agg_funcs/avg_decimal.rs b/native/spark-expr/src/agg_funcs/avg_decimal.rs
index 9f7c82641a..b3b2731d9d 100644
--- a/native/spark-expr/src/agg_funcs/avg_decimal.rs
+++ b/native/spark-expr/src/agg_funcs/avg_decimal.rs
@@ -32,13 +32,28 @@ use std::{any::Any, sync::Arc};
 
 use crate::utils::{build_bool_state, is_valid_decimal_precision, unlikely};
 use arrow::array::ArrowNativeTypeOp;
-use arrow::datatypes::{MAX_DECIMAL128_FOR_EACH_PRECISION, MIN_DECIMAL128_FOR_EACH_PRECISION};
+use arrow::datatypes::{
+    DECIMAL128_MAX_PRECISION, DECIMAL128_MAX_SCALE, MAX_DECIMAL128_FOR_EACH_PRECISION,
+    MIN_DECIMAL128_FOR_EACH_PRECISION,
+};
 use datafusion::logical_expr::function::{AccumulatorArgs, StateFieldsArgs};
-use datafusion::logical_expr::type_coercion::aggregates::avg_return_type;
 use datafusion::logical_expr::Volatility::Immutable;
 use num::{integer::div_ceil, Integer};
 use DataType::*;
 
+fn avg_return_type(_name: &str, data_type: &DataType) -> Result<DataType> {
+    match data_type {
+        Decimal128(precision, scale) => {
+            // In the spark, the result type is DECIMAL(min(38,precision+4), min(38,scale+4)).
+            // Ref: https://github.com/apache/spark/blob/fcf636d9eb8d645c24be3db2d599aba2d7e2955a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Average.scala#L66
+            let new_precision = DECIMAL128_MAX_PRECISION.min(*precision + 4);
+            let new_scale = DECIMAL128_MAX_SCALE.min(*scale + 4);
+            Ok(Decimal128(new_precision, new_scale))
+        }
+        _ => not_impl_err!("Avg return type for {data_type}"),
+    }
+}
+
 /// AVG aggregate expression
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct AvgDecimal {
diff --git a/native/spark-expr/src/math_funcs/internal/checkoverflow.rs b/native/spark-expr/src/math_funcs/internal/checkoverflow.rs
index 2276dba3d9..9773a107af 100644
--- a/native/spark-expr/src/math_funcs/internal/checkoverflow.rs
+++ b/native/spark-expr/src/math_funcs/internal/checkoverflow.rs
@@ -136,7 +136,7 @@ impl PhysicalExpr for CheckOverflow {
                 );
 
                 let new_v: Option<i128> = v.and_then(|v| {
-                    Decimal128Type::validate_decimal_precision(v, precision)
+                    Decimal128Type::validate_decimal_precision(v, precision, scale)
                         .map(|_| v)
                         .ok()
                 });
diff --git a/native/spark-expr/src/math_funcs/internal/make_decimal.rs b/native/spark-expr/src/math_funcs/internal/make_decimal.rs
index 8feba54f5a..6dff7923eb 100644
--- a/native/spark-expr/src/math_funcs/internal/make_decimal.rs
+++ b/native/spark-expr/src/math_funcs/internal/make_decimal.rs
@@ -34,7 +34,7 @@ pub fn spark_make_decimal(
     match &args[0] {
         ColumnarValue::Scalar(v) => match v {
             ScalarValue::Int64(n) => Ok(ColumnarValue::Scalar(ScalarValue::Decimal128(
-                long_to_decimal(n, precision),
+                long_to_decimal(n, precision, scale),
                 precision,
                 scale,
             ))),
@@ -44,7 +44,7 @@ pub fn spark_make_decimal(
             let arr = a.as_primitive::<Int64Type>();
             let mut result = Decimal128Builder::new();
             for v in arr.into_iter() {
-                result.append_option(long_to_decimal(&v, precision))
+                result.append_option(long_to_decimal(&v, precision, scale))
             }
             let result_type = DataType::Decimal128(precision, scale);
 
@@ -58,9 +58,11 @@ pub fn spark_make_decimal(
 /// Convert the input long to decimal with the given maximum precision. If overflows, returns null
 /// instead.
 #[inline]
-fn long_to_decimal(v: &Option<i64>, precision: u8) -> Option<i128> {
+fn long_to_decimal(v: &Option<i64>, precision: u8, scale: i8) -> Option<i128> {
     match v {
-        Some(v) if validate_decimal_precision(*v as i128, precision).is_ok() => Some(*v as i128),
+        Some(v) if validate_decimal_precision(*v as i128, precision, scale).is_ok() => {
+            Some(*v as i128)
+        }
         _ => None,
     }
 }