diff --git a/native/Cargo.lock b/native/Cargo.lock
index 9709cd6f17..653712c06c 100644
--- a/native/Cargo.lock
+++ b/native/Cargo.lock
@@ -23,7 +23,7 @@ version = "0.7.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "891477e0c6a8957309ee5c45a6368af3ae14bb510732d2684ffa19af310920f9"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "once_cell",
  "version_check",
 ]
@@ -135,9 +135,12 @@ dependencies = [
 
 [[package]]
 name = "arc-swap"
-version = "1.7.1"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69f7f8c3906b62b754cd5326047894316021dcfe5a194c8ea52bdd94934a3457"
+checksum = "51d03449bb8ca2cc2ef70869af31463d1ae5ccc8fa3e334b307203fbf815207e"
+dependencies = [
+ "rustversion",
+]
 
 [[package]]
 name = "array-init"
@@ -159,9 +162,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb372a7cbcac02a35d3fb7b3fc1f969ec078e871f9bb899bf00a2e1809bec8a3"
+checksum = "2a2b10dcb159faf30d3f81f6d56c1211a5bea2ca424eabe477648a44b993320e"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -180,9 +183,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f377dcd19e440174596d83deb49cd724886d91060c07fec4f67014ef9d54049"
+checksum = "288015089e7931843c80ed4032c5274f02b37bcb720c4a42096d50b390e70372"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -194,9 +197,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a23eaff85a44e9fa914660fb0d0bb00b79c4a3d888b5334adb3ea4330c84f002"
+checksum = "65ca404ea6191e06bf30956394173337fa9c35f445bd447fe6c21ab944e1a23c"
 dependencies = [
  "ahash 0.8.12",
  "arrow-buffer",
@@ -213,9 +216,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-buffer"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2819d893750cb3380ab31ebdc8c68874dd4429f90fd09180f3c93538bd21626"
+checksum = "36356383099be0151dacc4245309895f16ba7917d79bdb71a7148659c9206c56"
 dependencies = [
  "bytes",
  "half",
@@ -225,9 +228,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3d131abb183f80c450d4591dc784f8d7750c50c6e2bc3fcaad148afc8361271"
+checksum = "9c8e372ed52bd4ee88cc1e6c3859aa7ecea204158ac640b10e187936e7e87074"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -247,9 +250,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2275877a0e5e7e7c76954669366c2aa1a829e340ab1f612e647507860906fb6b"
+checksum = "8e4100b729fe656f2e4fb32bc5884f14acf9118d4ad532b7b33c1132e4dce896"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -262,9 +265,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05738f3d42cb922b9096f7786f606fcb8669260c2640df8490533bb2fa38c9d3"
+checksum = "bf87f4ff5fc13290aa47e499a8b669a82c5977c6a1fedce22c7f542c1fd5a597"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -275,9 +278,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d09446e8076c4b3f235603d9ea7c5494e73d441b01cd61fb33d7254c11964b3"
+checksum = "eb3ca63edd2073fcb42ba112f8ae165df1de935627ead6e203d07c99445f2081"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -290,9 +293,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "371ffd66fa77f71d7628c63f209c9ca5341081051aa32f9c8020feb0def787c0"
+checksum = "a36b2332559d3310ebe3e173f75b29989b4412df4029a26a30cc3f7da0869297"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -301,7 +304,7 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "itoa",
  "lexical-core",
  "memchr",
@@ -314,9 +317,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cbc94fc7adec5d1ba9e8cd1b1e8d6f72423b33fe978bf1f46d970fafab787521"
+checksum = "13c4e0530272ca755d6814218dffd04425c5b7854b87fa741d5ff848bf50aa39"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -327,9 +330,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169676f317157dc079cc5def6354d16db63d8861d61046d2f3883268ced6f99f"
+checksum = "b07f52788744cc71c4628567ad834cadbaeb9f09026ff1d7a4120f69edf7abd3"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -340,9 +343,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d27609cd7dd45f006abae27995c2729ef6f4b9361cde1ddd019dc31a5aa017e0"
+checksum = "6bb63203e8e0e54b288d0d8043ca8fa1013820822a27692ef1b78a977d879f2c"
 dependencies = [
  "bitflags 2.10.0",
  "serde_core",
@@ -351,9 +354,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-select"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae980d021879ea119dd6e2a13912d81e64abed372d53163e804dfe84639d8010"
+checksum = "c96d8a1c180b44ecf2e66c9a2f2bbcb8b1b6f14e165ce46ac8bde211a363411b"
 dependencies = [
  "ahash 0.8.12",
  "arrow-array",
@@ -365,9 +368,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf35e8ef49dcf0c5f6d175edee6b8af7b45611805333129c541a8b89a0fc0534"
+checksum = "a8ad6a81add9d3ea30bf8374ee8329992c7fd246ffd8b7e2f48a3cea5aa0cc9a"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -417,19 +420,14 @@ dependencies = [
 
 [[package]]
 name = "async-compression"
-version = "0.4.19"
+version = "0.4.37"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06575e6a9673580f52661c92107baabffbf41e2141373441cbcdc47cb733003c"
+checksum = "d10e4f991a553474232bc0a31799f6d24b034a84c0971d80d2e2f78b2e576e40"
 dependencies = [
- "bzip2 0.5.2",
- "flate2",
- "futures-core",
- "memchr",
+ "compression-codecs",
+ "compression-core",
  "pin-project-lite",
  "tokio",
- "xz2",
- "zstd",
- "zstd-safe",
 ]
 
 [[package]]
@@ -481,9 +479,9 @@ dependencies = [
 
 [[package]]
 name = "async-lock"
-version = "3.4.1"
+version = "3.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fd03604047cee9b6ce9de9f70c6cd540a0520c813cbd49bae61f33ab80ed1dc"
+checksum = "290f7f2596bd5b78a9fec8088ccd89180d7f9f55b94b0576823bbbdc72ee8311"
 dependencies = [
  "event-listener 5.4.1",
  "event-listener-strategy",
@@ -530,7 +528,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -817,9 +815,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "1.9.6"
+version = "1.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "65fda37911905ea4d3141a01364bc5509a0f32ae3f3b22d6e330c0abfb62d247"
+checksum = "a392db6c583ea4a912538afb86b7be7c5d8887d91604f50eb55c262ee1b4a5f5"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-http",
@@ -946,9 +944,9 @@ dependencies = [
 
 [[package]]
 name = "bigdecimal"
-version = "0.4.9"
+version = "0.4.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "560f42649de9fa436b73517378a147ec21f6c997a546581df4b4b31677828934"
+checksum = "4d6867f1565b3aad85681f1015055b087fcfd840d6aeee6eee7f2da317603695"
 dependencies = [
  "autocfg",
  "libm",
@@ -1003,7 +1001,7 @@ dependencies = [
  "regex",
  "rustc-hash 2.1.1",
  "shlex",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1041,15 +1039,16 @@ dependencies = [
 
 [[package]]
 name = "blake3"
-version = "1.8.2"
+version = "1.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3888aaa89e4b2a40fca9848e400f6a658a5a3978de7be858e209cafa8be9a4a0"
+checksum = "2468ef7d57b3fb7e16b576e8377cdbde2320c60e1491e961d11da40fc4f02a2d"
 dependencies = [
  "arrayref",
  "arrayvec",
  "cc",
  "cfg-if",
  "constant_time_eq",
+ "cpufeatures",
 ]
 
 [[package]]
@@ -1076,9 +1075,9 @@ dependencies = [
 
 [[package]]
 name = "bon"
-version = "3.8.1"
+version = "3.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ebeb9aaf9329dff6ceb65c689ca3db33dbf15f324909c60e4e5eef5701ce31b1"
+checksum = "234655ec178edd82b891e262ea7cf71f6584bcd09eff94db786be23f1821825c"
 dependencies = [
  "bon-macros",
  "rustversion",
@@ -1086,17 +1085,17 @@ dependencies = [
 
 [[package]]
 name = "bon-macros"
-version = "3.8.1"
+version = "3.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77e9d642a7e3a318e37c2c9427b5a6a48aa1ad55dcd986f3034ab2239045a645"
+checksum = "89ec27229c38ed0eb3c0feee3d2c1d6a4379ae44f418a29a658890e062d8f365"
 dependencies = [
- "darling 0.21.3",
+ "darling 0.23.0",
  "ident_case",
  "prettyplease",
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1119,7 +1118,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1199,15 +1198,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "bzip2"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
-dependencies = [
- "bzip2-sys",
-]
-
 [[package]]
 name = "bzip2"
 version = "0.6.1"
@@ -1217,16 +1207,6 @@ dependencies = [
  "libbz2-rs-sys",
 ]
 
-[[package]]
-name = "bzip2-sys"
-version = "0.1.13+1.0.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
-dependencies = [
- "cc",
- "pkg-config",
-]
-
 [[package]]
 name = "cast"
 version = "0.3.0"
@@ -1235,9 +1215,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.2.50"
+version = "1.2.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f50d563227a1c37cc0a263f64eca3334388c01c5e4c4861a9def205c614383c"
+checksum = "cd4932aefd12402b36c60956a4fe0035421f544799057659ff86f923657aada3"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -1336,18 +1316,18 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.53"
+version = "4.5.54"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c9e340e012a1bf4935f5282ed1436d1489548e8f72308207ea5df0e23d2d03f8"
+checksum = "c6e6ff9dcd79cff5cd969a17a545d79e84ab086e444102a591e288a8aa3ce394"
 dependencies = [
  "clap_builder",
 ]
 
 [[package]]
 name = "clap_builder"
-version = "4.5.53"
+version = "4.5.54"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d76b5d13eaa18c901fd2f7fca939fefe3a0727a953561fefdf3b2922b8569d00"
+checksum = "fa42cf4d2b7a41bc8f663a7cab4031ebafa1bf3875705bfaf8466dc60ab52c00"
 dependencies = [
  "anstyle",
  "clap_lex",
@@ -1355,9 +1335,9 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.7.6"
+version = "0.7.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1d728cc89cf3aee9ff92b05e62b19ee65a02b5702cff7d5a377e32c6ae29d8d"
+checksum = "c3e64b0cc0439b12df2fa678eae89a1c56a529fd067a9115f7827f1fffd22b32"
 
 [[package]]
 name = "cmake"
@@ -1380,14 +1360,35 @@ dependencies = [
 
 [[package]]
 name = "comfy-table"
-version = "7.2.1"
+version = "7.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b03b7db8e0b4b2fdad6c551e634134e99ec000e5c8c3b6856c65e8bbaded7a3b"
+checksum = "958c5d6ecf1f214b4c2bbbbf6ab9523a864bd136dcf71a7e8904799acfe1ad47"
 dependencies = [
  "unicode-segmentation",
  "unicode-width",
 ]
 
+[[package]]
+name = "compression-codecs"
+version = "0.4.36"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00828ba6fd27b45a448e57dbfe84f1029d4c9f26b368157e9a448a5f49a2ec2a"
+dependencies = [
+ "bzip2",
+ "compression-core",
+ "flate2",
+ "liblzma",
+ "memchr",
+ "zstd",
+ "zstd-safe",
+]
+
+[[package]]
+name = "compression-core"
+version = "0.4.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "75984efb6ed102a0d42db99afb6c1948f0380d1d91808d5529916e6c08b49d8d"
+
 [[package]]
 name = "concurrent-queue"
 version = "2.5.0"
@@ -1418,16 +1419,16 @@ version = "0.1.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f9d839f2a20b0aee515dc581a6172f2321f96cab76c1a38a4c584a194955390e"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "once_cell",
  "tiny-keccak",
 ]
 
 [[package]]
 name = "constant_time_eq"
-version = "0.3.1"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
+checksum = "3d52eff69cd5e647efe296129160853a42795992097e8af39800e1060caeea9b"
 
 [[package]]
 name = "core-foundation"
@@ -1607,6 +1608,16 @@ dependencies = [
  "darling_macro 0.21.3",
 ]
 
+[[package]]
+name = "darling"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25ae13da2f202d56bd7f91c25fba009e7717a1e4a1cc98a76d844b65ae912e9d"
+dependencies = [
+ "darling_core 0.23.0",
+ "darling_macro 0.23.0",
+]
+
 [[package]]
 name = "darling_core"
 version = "0.20.11"
@@ -1618,7 +1629,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1632,7 +1643,20 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.111",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9865a50f7c335f53564bb694ef660825eb8610e0a53d3e11bf1b0d3df31e03b0"
+dependencies = [
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1643,7 +1667,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1654,7 +1678,18 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core 0.21.3",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.23.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d"
+dependencies = [
+ "darling_core 0.23.0",
+ "quote",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1673,9 +1708,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ba7cb113e9c0bedf9e9765926031e132fa05a1b09ba6e93a6d1a4d7044457b8"
+checksum = "f02e9a7e70f214e5282db11c8effba173f4e25a00977e520c6b811817e3a082b"
 dependencies = [
  "arrow",
  "arrow-schema",
@@ -1715,7 +1750,6 @@ dependencies = [
  "parquet",
  "rand 0.9.2",
  "regex",
- "rstest",
  "sqlparser",
  "tempfile",
  "tokio",
@@ -1725,9 +1759,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66a3a799f914a59b1ea343906a0486f17061f39509af74e874a866428951130d"
+checksum = "f3e91b2603f906cf8cb8be84ba4e34f9d8fe6dbdfdd6916d55f22317074d1fdf"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1750,9 +1784,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6db1b113c80d7a0febcd901476a57aef378e717c54517a163ed51417d87621b0"
+checksum = "919d20cdebddee4d8dca651aa0291a44c8104824d1ac288996a325c319ce31ba"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1769,7 +1803,6 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "object_store",
- "tokio",
 ]
 
 [[package]]
@@ -1790,6 +1823,7 @@ dependencies = [
  "datafusion-comet-spark-expr",
  "datafusion-datasource",
  "datafusion-functions-nested",
+ "datafusion-physical-expr-adapter",
  "datafusion-spark",
  "futures",
  "hdfs-sys",
@@ -1890,18 +1924,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c10f7659e96127d25e8366be7c8be4109595d6a2c3eac70421f380a7006a1b0"
+checksum = "31ff2c4e95be40ad954de93862167b165a6fb49248bb882dea8aef4f888bc767"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
  "arrow-ipc",
  "chrono",
  "half",
- "hashbrown 0.14.5",
+ "hashbrown 0.16.1",
  "hex",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "libc",
  "log",
  "object_store",
@@ -1914,9 +1948,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b92065bbc6532c6651e2f7dd30b55cba0c7a14f860c7e1d15f165c41a1868d95"
+checksum = "0dd9f820fe58c2600b6c33a14432228dbaaf233b96c83a1fd61f16d073d5c3c5"
 dependencies = [
  "futures",
  "log",
@@ -1925,15 +1959,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fde13794244bc7581cd82f6fff217068ed79cdc344cafe4ab2c3a1c3510b38d6"
+checksum = "86b32b7b12645805d20b70aba6ba846cd262d7b073f7f617640c3294af108d44"
 dependencies = [
  "arrow",
  "async-compression",
  "async-trait",
  "bytes",
- "bzip2 0.6.1",
+ "bzip2",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
@@ -1948,21 +1982,21 @@ dependencies = [
  "futures",
  "glob",
  "itertools 0.14.0",
+ "liblzma",
  "log",
  "object_store",
  "rand 0.9.2",
  "tokio",
  "tokio-util",
  "url",
- "xz2",
  "zstd",
 ]
 
 [[package]]
 name = "datafusion-datasource-arrow"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "804fa9b4ecf3157982021770617200ef7c1b2979d57bec9044748314775a9aea"
+checksum = "597695c8ebb723ee927b286139d43a3fbed6de7ad9210bd1a9fed5c721ac6fb1"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -1984,9 +2018,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61a1641a40b259bab38131c5e6f48fac0717bedb7dc93690e604142a849e0568"
+checksum = "6bb493d07d8da6d00a89ea9cc3e74a56795076d9faed5ac30284bd9ef37929e9"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2007,9 +2041,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adeacdb00c1d37271176f8fb6a1d8ce096baba16ea7a4b2671840c5c9c64fe85"
+checksum = "5e9806521c4d3632f53b9a664041813c267c670232efa1452ef29faee71c3749"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2029,9 +2063,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43d0b60ffd66f28bfb026565d62b0a6cbc416da09814766a3797bba7d85a3cd9"
+checksum = "f6a3ccd48d5034f8461f522114d0e46dfb3a9f0ce01a4d53a721024ace95d60d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2059,18 +2093,19 @@ dependencies = [
 
 [[package]]
 name = "datafusion-doc"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b99e13947667b36ad713549237362afb054b2d8f8cc447751e23ec61202db07"
+checksum = "ff69a18418e9878d4840f35e2ad7f2a6386beedf192e9f065e628a7295ff5fbf"
 
 [[package]]
 name = "datafusion-execution"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "63695643190679037bc946ad46a263b62016931547bf119859c511f7ff2f5178"
+checksum = "ccbc5e469b35d87c0b115327be83d68356ef9154684d32566315b5c071577e23"
 dependencies = [
  "arrow",
  "async-trait",
+ "chrono",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -2086,9 +2121,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9a4787cbf5feb1ab351f789063398f67654a6df75c4d37d7f637dc96f951a91"
+checksum = "81ed3c02a3faf4e09356d5a314471703f440f0a6a14ca6addaf6cfb44ab14de5"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2099,7 +2134,7 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "paste",
  "serde_json",
@@ -2108,22 +2143,22 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ce2fb1b8c15c9ac45b0863c30b268c69dc9ee7a1ee13ecf5d067738338173dc"
+checksum = "1567e60d21c372ca766dc9dde98efabe2b06d98f008d988fed00d93546bf5be7"
 dependencies = [
  "arrow",
  "datafusion-common",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "794a9db7f7b96b3346fc007ff25e994f09b8f0511b4cf7dff651fadfe3ebb28f"
+checksum = "c4593538abd95c27eeeb2f86b7ad827cce07d0c474eae9b122f4f9675f8c20ad"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -2131,6 +2166,7 @@ dependencies = [
  "blake2",
  "blake3",
  "chrono",
+ "chrono-tz",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
@@ -2151,9 +2187,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c25210520a9dcf9c2b2cbbce31ebd4131ef5af7fc60ee92b266dc7d159cb305"
+checksum = "f81cdf609f43cd26156934fd81beb7215d60dda40a776c2e1b83d73df69434f2"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2172,9 +2208,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62f4a66f3b87300bb70f4124b55434d2ae3fe80455f3574701d0348da040b55d"
+checksum = "9173f1bcea2ede4a5c23630a48469f06c9db9a408eb5fd140d1ff9a5e0c40ebf"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2185,9 +2221,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae5c06eed03918dc7fe7a9f082a284050f0e9ecf95d72f57712d1496da03b8c4"
+checksum = "1d0b9f32e7735a3b94ae8b9596d89080dc63dd139029a91133be370da099490d"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -2208,9 +2244,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db4fed1d71738fbe22e2712d71396db04c25de4111f1ec252b8f4c6d3b25d7f5"
+checksum = "57a29e8a6201b3b9fb2be17d88e287c6d427948d64220cd5ea72ced614a1aee5"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2224,9 +2260,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d92206aa5ae21892f1552b4d61758a862a70956e6fd7a95cb85db1de74bc6d1"
+checksum = "cd412754964a31c515e5a814e5ce0edaf30f0ea975f3691e800eff115ee76dfb"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2242,9 +2278,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53ae9bcc39800820d53a22d758b3b8726ff84a5a3e24cecef04ef4e5fdf1c7cc"
+checksum = "d49be73a5ac0797398927a543118bd68e58e80bf95ebdabc77336bcd9c38a711"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2252,20 +2288,20 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1063ad4c9e094b3f798acee16d9a47bd7372d9699be2de21b05c3bd3f34ab848"
+checksum = "439ff5489dcac4d34ed7a49a93310c3345018c4469e34726fa471cdda725346d"
 dependencies = [
  "datafusion-doc",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f35f9ec5d08b87fd1893a30c2929f2559c2f9806ca072d8fefca5009dc0f06a"
+checksum = "a80bb7de8ff5a9948799bc7749c292eac5c629385cdb582893ef2d80b6e718c4"
 dependencies = [
  "arrow",
  "chrono",
@@ -2273,7 +2309,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-physical-expr",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "log",
  "regex",
@@ -2282,9 +2318,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c30cc8012e9eedcb48bbe112c6eff4ae5ed19cf3003cb0f505662e88b7014c5d"
+checksum = "83480008f66691a0047c5a88990bd76b7c1117dd8a49ca79959e214948b81f0a"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2294,19 +2330,20 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-physical-expr-common",
  "half",
- "hashbrown 0.14.5",
- "indexmap 2.12.1",
+ "hashbrown 0.16.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "parking_lot",
  "paste",
- "petgraph 0.8.3",
+ "petgraph",
+ "tokio",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f9ff2dbd476221b1f67337699eff432781c4e6e1713d2aefdaa517dfbf79768"
+checksum = "6b438306446646b359666a658cc29d5494b1e9873bc7a57707689760666fc82c"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2319,23 +2356,26 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90da43e1ec550b172f34c87ec68161986ced70fd05c8d2a2add66eef9c276f03"
+checksum = "95b1fbf739038e0b313473588331c5bf79985d1b842b9937c1f10b170665cae1"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
+ "chrono",
  "datafusion-common",
  "datafusion-expr-common",
- "hashbrown 0.14.5",
+ "hashbrown 0.16.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
+ "parking_lot",
 ]
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce9804f799acd7daef3be7aaffe77c0033768ed8fdbf5fb82fc4c5f2e6bc14e6"
+checksum = "fc4cd3a170faa0f1de04bd4365ccfe309056746dd802ed276e8787ccb8e8a0d4"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2351,28 +2391,28 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0acf0ad6b6924c6b1aa7d213b181e012e2d3ec0a64ff5b10ee6282ab0f8532ac"
+checksum = "a616a72b4ddf550652b36d5a7c0386eac4accea3ffc6c29a7b16c45f237e9882"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
  "arrow-ord",
  "arrow-schema",
  "async-trait",
- "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions",
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "futures",
  "half",
- "hashbrown 0.14.5",
- "indexmap 2.12.1",
+ "hashbrown 0.16.1",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "log",
  "parking_lot",
@@ -2382,9 +2422,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac2c2498a1f134a9e11a9f5ed202a2a7d7e9774bd9249295593053ea3be999db"
+checksum = "4bf4b50be3ab65650452993eda4baf81edb245fb039b8714476b0f4c8801a527"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2399,9 +2439,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f96eebd17555386f459037c65ab73aae8df09f464524c709d6a3134ad4f4776"
+checksum = "66e080e2c105284460580c18e751b2133cc306df298181e4349b5b134632811a"
 dependencies = [
  "async-trait",
  "datafusion-common",
@@ -2413,9 +2453,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-spark"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97a8d6fed24c80dd403dcc6afec33766a599d1b72575f222237f01429b2e58ba"
+checksum = "518eaddf4b3262489a0bd5a2b45a1eba53a0744c0538060e51a5e5a86ce918a1"
 dependencies = [
  "arrow",
  "bigdecimal",
@@ -2426,7 +2466,9 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-functions",
+ "datafusion-functions-nested",
  "log",
+ "percent-encoding",
  "rand 0.9.2",
  "sha1",
  "url",
@@ -2434,16 +2476,16 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "51.0.0"
+version = "52.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3fc195fe60634b2c6ccfd131b487de46dc30eccae8a3c35a13f136e7f440414f"
+checksum = "3dac502db772ff9bffc2ceae321963091982e8d5f5dfcb877e8dc66fc9a093cc"
 dependencies = [
  "arrow",
  "bigdecimal",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "log",
  "regex",
  "sqlparser",
@@ -2486,7 +2528,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2496,28 +2538,28 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "derive_more"
-version = "2.1.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10b768e943bed7bf2cab53df09f4bc34bfd217cdb57d971e769874c9a6710618"
+checksum = "d751e9e49156b02b44f9c1815bcb94b984cdcc4396ecc32521c739452808b134"
 dependencies = [
  "derive_more-impl",
 ]
 
 [[package]]
 name = "derive_more-impl"
-version = "2.1.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d286bfdaf75e988b4a78e013ecd79c581e06399ab53fbacd2d916c2f904f30b"
+checksum = "799a97264921d8623a957f6c3b9011f3b5492f557bbb7a5a19b7fa6d06ba8dcb"
 dependencies = [
  "proc-macro2",
  "quote",
  "rustc_version",
- "syn 2.0.111",
+ "syn 2.0.114",
  "unicode-xid",
 ]
 
@@ -2547,7 +2589,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2600,7 +2642,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2664,9 +2706,9 @@ checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.5"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a3076410a55c90011c298b04d0cfa770b00fa04e1e3c97d3f6c9de105a03844"
+checksum = "f449e6c6c08c865631d4890cfacf252b3d396c9bcc83adb6623cdb02a8336c41"
 
 [[package]]
 name = "findshlibs"
@@ -2688,9 +2730,9 @@ checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
 
 [[package]]
 name = "flatbuffers"
-version = "25.9.23"
+version = "25.12.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09b6620799e7340ebd9968d2e0708eb82cf1971e9a16821e2091b6d6e475eed5"
+checksum = "35f6839d7b3b98adde531effaf34f0c2badc6f4735d26fe74709d8e513a96ef3"
 dependencies = [
  "bitflags 2.10.0",
  "rustc_version",
@@ -2698,13 +2740,13 @@ dependencies = [
 
 [[package]]
 name = "flate2"
-version = "1.1.5"
+version = "1.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfe33edd8e85a12a67454e37f8c75e730830d83e313556ab9ebf9ee7fbeb3bfb"
+checksum = "b375d6465b98090a5f25b1c7703f3859783755aa9a80433b36e0379a3ec2f369"
 dependencies = [
  "crc32fast",
- "libz-rs-sys",
  "miniz_oxide",
+ "zlib-rs",
 ]
 
 [[package]]
@@ -2719,6 +2761,12 @@ version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
 
+[[package]]
+name = "foldhash"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77ce24cb58228fbb8aa041425bb1050850ac19177686ea6e0f41a70416f56fdb"
+
 [[package]]
 name = "form_urlencoded"
 version = "1.2.2"
@@ -2823,7 +2871,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2838,12 +2886,6 @@ 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"
@@ -2874,9 +2916,9 @@ dependencies = [
 
 [[package]]
 name = "getrandom"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
+checksum = "ff2abc00be7fca6ebc474524697ae276ad847ad0a6b3faa4bcb027e9a4614ad0"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -2925,9 +2967,9 @@ dependencies = [
 
 [[package]]
 name = "h2"
-version = "0.4.12"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3c0b69cfcb4e1b9f1bf2f53f95f766e4661169728ec61cd3fe5a0166f2d1386"
+checksum = "2f44da3a8150a6703ed5d34e164b875fd14c2cdab9af1252a9a1020bde2bdc54"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -2935,7 +2977,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.4.0",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2968,10 +3010,6 @@ name = "hashbrown"
 version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
-dependencies = [
- "ahash 0.8.12",
- "allocator-api2",
-]
 
 [[package]]
 name = "hashbrown"
@@ -2979,7 +3017,7 @@ version = "0.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9229cfe53dfd69f0609a49f65461bd93001ea1ef889cd5529dd176593f5338a1"
 dependencies = [
- "foldhash",
+ "foldhash 0.1.5",
 ]
 
 [[package]]
@@ -2987,6 +3025,11 @@ name = "hashbrown"
 version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash 0.2.0",
+]
 
 [[package]]
 name = "hdfs-sys"
@@ -3379,9 +3422,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.12.1"
+version = "2.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ad4bb2b565bca0645f4d68c5c9af97fba094e9791da685bf83cb5f3ce74acf2"
+checksum = "7714e70437a7dc3ac8eb7e6f8df75fd8eb422675fc7678aff7364301092b1017"
 dependencies = [
  "equivalent",
  "hashbrown 0.16.1",
@@ -3396,7 +3439,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "232929e1d75fe899576a3d5c7416ad0d88dbfbb3c3d6aa00873a7408a50ddb88"
 dependencies = [
  "ahash 0.8.12",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "is-terminal",
  "itoa",
  "log",
@@ -3421,9 +3464,9 @@ checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
 
 [[package]]
 name = "iri-string"
-version = "0.7.9"
+version = "0.7.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f867b9d1d896b67beb18518eda36fdb77a32ea590de864f1325b294a6d14397"
+checksum = "c91338f0783edbd6195decb37bae672fd3b165faffb89bf7b9e6942f8b1a731a"
 dependencies = [
  "memchr",
  "serde",
@@ -3460,9 +3503,9 @@ dependencies = [
 
 [[package]]
 name = "itoa"
-version = "1.0.15"
+version = "1.0.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
+checksum = "92ecc6618181def0457392ccd0ee51198e065e016d1d527a7ac1b6dc7c1f09d2"
 
 [[package]]
 name = "java-locator"
@@ -3475,9 +3518,9 @@ dependencies = [
 
 [[package]]
 name = "jiff"
-version = "0.2.16"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49cce2b81f2098e7e3efc35bc2e0a6b7abec9d34128283d7a26fa8f32a6dbb35"
+checksum = "e67e8da4c49d6d9909fe03361f9b620f58898859f5c7aded68351e85e71ecf50"
 dependencies = [
  "jiff-static",
  "jiff-tzdb-platform",
@@ -3490,13 +3533,13 @@ dependencies = [
 
 [[package]]
 name = "jiff-static"
-version = "0.2.16"
+version = "0.2.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "980af8b43c3ad5d8d349ace167ec8170839f753a42d233ba19e08afe1850fa69"
+checksum = "e0c84ee7f197eca9a86c6fd6cb771e55eb991632f15f2bc3ca6ec838929e6e78"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3644,9 +3687,9 @@ checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
 
 [[package]]
 name = "libc"
-version = "0.2.179"
+version = "0.2.180"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5a2d376baa530d1238d133232d15e239abad80d05838b4b59354e5268af431f"
+checksum = "bcc35a38544a891a5f7c865aca548a982ccb3b8650a5b06d0fd33a10283c56fc"
 
 [[package]]
 name = "libloading"
@@ -3668,6 +3711,26 @@ dependencies = [
  "windows-link",
 ]
 
+[[package]]
+name = "liblzma"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73c36d08cad03a3fbe2c4e7bb3a9e84c57e4ee4135ed0b065cade3d98480c648"
+dependencies = [
+ "liblzma-sys",
+]
+
+[[package]]
+name = "liblzma-sys"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "01b9596486f6d60c3bbe644c0e1be1aa6ccc472ad630fe8927b456973d7cb736"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
+
 [[package]]
 name = "libm"
 version = "0.2.15"
@@ -3684,15 +3747,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "libz-rs-sys"
-version = "0.5.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15413ef615ad868d4d65dce091cb233b229419c7c0c4bcaa746c0901c49ff39c"
-dependencies = [
- "zlib-rs",
-]
-
 [[package]]
 name = "linux-raw-sys"
 version = "0.4.15"
@@ -3780,17 +3834,6 @@ dependencies = [
  "twox-hash",
 ]
 
-[[package]]
-name = "lzma-sys"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
-dependencies = [
- "cc",
- "libc",
- "pkg-config",
-]
-
 [[package]]
 name = "md-5"
 version = "0.10.6"
@@ -3860,9 +3903,9 @@ checksum = "dce6dd36094cac388f119d2e9dc82dc730ef91c32a6222170d630e5414b956e6"
 
 [[package]]
 name = "moka"
-version = "0.12.11"
+version = "0.12.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8261cd88c312e0004c1d51baad2980c66528dfdb2bee62003e643a4d8f86b077"
+checksum = "a3dec6bd31b08944e08b58fd99373893a6c17054d6f3ea5006cc894f4f4eee2a"
 dependencies = [
  "async-lock",
  "crossbeam-channel",
@@ -3873,7 +3916,6 @@ dependencies = [
  "futures-util",
  "parking_lot",
  "portable-atomic",
- "rustc_version",
  "smallvec",
  "tagptr",
  "uuid",
@@ -4090,7 +4132,7 @@ dependencies = [
  "bytes",
  "crc32c",
  "futures",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "hdrs",
  "http 1.4.0",
  "http-body 1.0.1",
@@ -4110,9 +4152,9 @@ dependencies = [
 
 [[package]]
 name = "openssl-probe"
-version = "0.1.6"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
+checksum = "9f50d9b3dabb09ecd771ad0aa242ca6894994c130308ca3d7684634df8037391"
 
 [[package]]
 name = "ordered-float"
@@ -4179,9 +4221,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "57.1.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be3e4f6d320dd92bfa7d612e265d7d08bba0a240bab86af3425e1d255a511d89"
+checksum = "5f6a2926a30477c0b95fea6c28c3072712b139337a242c2cc64817bdc20a8854"
 dependencies = [
  "ahash 0.8.12",
  "arrow-array",
@@ -4220,29 +4262,29 @@ dependencies = [
 
 [[package]]
 name = "parquet-variant"
-version = "0.2.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "066f3e371a47d5b0bfd9491992f2400e4f155511d0c9bcfaca04bac7f1e33600"
+checksum = "c254fac16af78ad96aa442290cb6504951c4d484fdfcfe58f4588033d30e4c8f"
 dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "simdutf8",
  "uuid",
 ]
 
 [[package]]
 name = "parquet-variant-compute"
-version = "0.2.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "497db08281ed670f7e5119116b961282d50645a28b2afb97686f18e2e4034414"
+checksum = "2178772f1c5ad7e5da8b569d986d3f5cbb4a4cee915925f28fdc700dbb2e80cf"
 dependencies = [
  "arrow",
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "parquet-variant",
  "parquet-variant-json",
  "uuid",
@@ -4250,9 +4292,9 @@ dependencies = [
 
 [[package]]
 name = "parquet-variant-json"
-version = "0.2.0"
+version = "57.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9958f58a045ec273727651a3d07e32b382a7732f7cae86d26d80e9ec0acf2e3b"
+checksum = "7a1510daa121c04848368f9c38d0be425b9418c70be610ecc0aa8071738c0ef3"
 dependencies = [
  "arrow-schema",
  "base64",
@@ -4280,16 +4322,6 @@ version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
-[[package]]
-name = "petgraph"
-version = "0.7.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
-dependencies = [
- "fixedbitset",
- "indexmap 2.12.1",
-]
-
 [[package]]
 name = "petgraph"
 version = "0.8.3"
@@ -4298,7 +4330,7 @@ checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
  "fixedbitset",
  "hashbrown 0.15.5",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "serde",
 ]
 
@@ -4337,7 +4369,7 @@ checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -4413,9 +4445,9 @@ dependencies = [
 
 [[package]]
 name = "portable-atomic"
-version = "1.11.1"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
+checksum = "f89776e4d69bb58bc6993e99ffa1d11f228b839984854c7daeb5d37f87cbe950"
 
 [[package]]
 name = "portable-atomic-util"
@@ -4479,7 +4511,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -4493,9 +4525,9 @@ dependencies = [
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.103"
+version = "1.0.105"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ee95bc4ef87b8d5ba32e8b7714ccc834865276eab0aed5c9958d00ec45f49e8"
+checksum = "535d180e0ecab6268a3e718bb9fd44db66bbbc256257165fc699dadf70d16fe7"
 dependencies = [
  "unicode-ident",
 ]
@@ -4526,9 +4558,9 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.14.1"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7231bd9b3d3d33c86b58adbac74b5ec0ad9f496b19d22801d773636feaa95f3d"
+checksum = "d2ea70524a2f82d518bce41317d0fae74151505651af45faf1ffbd6fd33f0568"
 dependencies = [
  "bytes",
  "prost-derive",
@@ -4536,42 +4568,41 @@ dependencies = [
 
 [[package]]
 name = "prost-build"
-version = "0.14.1"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac6c3320f9abac597dcbc668774ef006702672474aad53c6d596b62e487b40b1"
+checksum = "343d3bd7056eda839b03204e68deff7d1b13aba7af2b2fd16890697274262ee7"
 dependencies = [
  "heck",
  "itertools 0.14.0",
  "log",
  "multimap",
- "once_cell",
- "petgraph 0.7.1",
+ "petgraph",
  "prettyplease",
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.111",
+ "syn 2.0.114",
  "tempfile",
 ]
 
 [[package]]
 name = "prost-derive"
-version = "0.14.1"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9120690fafc389a67ba3803df527d0ec9cbbc9cc45e4cc20b332996dfb672425"
+checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "prost-types"
-version = "0.14.1"
+version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9b4db3d6da204ed77bb26ba83b6122a73aeb2e87e25fbf7ad2e84c4ccbf8f72"
+checksum = "8991c4cbdb8bc5b11f0b074ffe286c30e523de90fee5ba8132f1399f23cb3dd7"
 dependencies = [
  "prost",
 ]
@@ -4688,9 +4719,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.42"
+version = "1.0.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a338cc41d27e6cc6dce6cefc13a0729dfbb81c262b1f519331575dd80ef3067f"
+checksum = "dc74d9a594b72ae6656596548f56f667211f8a97b3d4c3d467150794690dc40a"
 dependencies = [
  "proc-macro2",
 ]
@@ -4725,7 +4756,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6db2770f06117d490610c7488547d543617b21bfa07796d7a12f6f1bd53850d1"
 dependencies = [
  "rand_chacha 0.9.0",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -4745,7 +4776,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
 dependencies = [
  "ppv-lite86",
- "rand_core 0.9.3",
+ "rand_core 0.9.5",
 ]
 
 [[package]]
@@ -4754,14 +4785,14 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
 ]
 
 [[package]]
 name = "rand_core"
-version = "0.9.3"
+version = "0.9.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
+checksum = "76afc826de14238e6e8c374ddcc1fa19e374fd8dd986b0d2af0d02377261d83c"
 dependencies = [
  "getrandom 0.3.4",
 ]
@@ -4812,7 +4843,7 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -4850,12 +4881,6 @@ 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 = "rend"
 version = "0.4.2"
@@ -4876,7 +4901,7 @@ dependencies = [
  "base64",
  "chrono",
  "form_urlencoded",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "hex",
  "hmac",
  "home",
@@ -4954,7 +4979,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.16",
+ "getrandom 0.2.17",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -4962,9 +4987,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv"
-version = "0.7.45"
+version = "0.7.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9008cd6385b9e161d8229e1f6549dd23c3d022f132a2ea37ac3a10ac4935779b"
+checksum = "2297bf9c81a3f0dc96bc9521370b88f054168c29826a75e89c55ff196e7ed6a1"
 dependencies = [
  "bitvec",
  "bytecheck",
@@ -4980,9 +5005,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv_derive"
-version = "0.7.45"
+version = "0.7.46"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "503d1d27590a2b0a3a4ca4c94755aa2875657196ecbf401a42eff41d7de532c0"
+checksum = "84d7b42d4b8d06048d3ac8db0eb31bcb942cbeb709f0b5f2b2ebde398d3038f5"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4999,35 +5024,6 @@ dependencies = [
  "byteorder",
 ]
 
-[[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 2.0.111",
- "unicode-ident",
-]
-
 [[package]]
 name = "rust-ini"
 version = "0.21.3"
@@ -5040,9 +5036,9 @@ dependencies = [
 
 [[package]]
 name = "rust_decimal"
-version = "1.39.0"
+version = "1.40.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35affe401787a9bd846712274d97654355d21b2a2c092a3139aabe31e9022282"
+checksum = "61f703d19852dbf87cbc513643fa81428361eb6940f1ac14fd58155d295a3eb0"
 dependencies = [
  "arrayvec",
  "borsh",
@@ -5109,9 +5105,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.35"
+version = "0.23.36"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "533f54bc6a7d4f647e46ad909549eda97bf5afc1585190ef692b4286b198bd8f"
+checksum = "c665f33d38cea657d9614f766881e4d510e0eda4239891eea56b4cadcf01801b"
 dependencies = [
  "aws-lc-rs",
  "once_cell",
@@ -5124,9 +5120,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-native-certs"
-version = "0.8.2"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9980d917ebb0c0536119ba501e90834767bffc3d60641457fd84a1f3fd337923"
+checksum = "612460d5f7bea540c490b2b6395d8e34a953e52b491accd6c86c8164c5932a63"
 dependencies = [
  "openssl-probe",
  "rustls-pki-types",
@@ -5173,9 +5169,9 @@ checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
 
 [[package]]
 name = "ryu"
-version = "1.0.20"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
+checksum = "a50f4cf475b65d88e057964e0e9bb1f0aa9bbb2036dc65c64596b42932536984"
 
 [[package]]
 name = "same-file"
@@ -5209,9 +5205,9 @@ dependencies = [
 
 [[package]]
 name = "schemars"
-version = "1.1.0"
+version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9558e172d4e8533736ba97870c4b2cd63f84b382a3d6eb063da41b91cce17289"
+checksum = "54e910108742c57a770f492731f99be216a52fadd361b06c8fb59d74ccc267d2"
 dependencies = [
  "dyn-clone",
  "ref-cast",
@@ -5313,14 +5309,14 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.148"
+version = "1.0.149"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3084b546a1dd6289475996f182a22aba973866ea8e8b02c51d9f46b1336a22da"
+checksum = "83fc039473c5595ace860d8c4fafa220ff474b3fc6bfdb4293327f1a37e94d86"
 dependencies = [
  "itoa",
  "memchr",
@@ -5337,7 +5333,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5362,9 +5358,9 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "schemars 0.9.0",
- "schemars 1.1.0",
+ "schemars 1.2.0",
  "serde_core",
  "serde_json",
  "serde_with_macros",
@@ -5380,7 +5376,7 @@ dependencies = [
  "darling 0.21.3",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5389,7 +5385,7 @@ version = "0.9.34+deprecated"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8b1a1a2ebf674015cc02edccce75287f1a0130d394307b36743c2f5d504b47"
 dependencies = [
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "itoa",
  "ryu",
  "serde",
@@ -5426,10 +5422,11 @@ checksum = "0fda2ff0d084019ba4d7c6f371c95d8fd75ce3524c3cb8fb653a3023f6323e64"
 
 [[package]]
 name = "signal-hook-registry"
-version = "1.4.7"
+version = "1.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7664a098b8e616bdfcc2dc0e9ac44eb231eedf41db4e9fe95d8d32ec728dedad"
+checksum = "c4db69cba1110affc0e9f7bcd48bbf87b3f4fc7c61fc9155afd4c469eb3d6c1b"
 dependencies = [
+ "errno",
  "libc",
 ]
 
@@ -5506,7 +5503,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5545,7 +5542,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5556,9 +5553,9 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "symbolic-common"
-version = "12.17.0"
+version = "12.17.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3d8046c5674ab857104bc4559d505f4809b8060d57806e45d49737c97afeb60"
+checksum = "520cf51c674f8b93d533f80832babe413214bb766b6d7cb74ee99ad2971f8467"
 dependencies = [
  "debugid",
  "memmap2",
@@ -5568,9 +5565,9 @@ dependencies = [
 
 [[package]]
 name = "symbolic-demangle"
-version = "12.17.0"
+version = "12.17.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1accb6e5c4b0f682de907623912e616b44be1c9e725775155546669dbff720ec"
+checksum = "9f0de2ee0ffa2641e17ba715ad51d48b9259778176517979cb38b6aa86fa7425"
 dependencies = [
  "cpp_demangle",
  "rustc-demangle",
@@ -5590,9 +5587,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.111"
+version = "2.0.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "390cc9a294ab71bdb1aa2e99d13be9c753cd2d7bd6560c77118597410c4d2e87"
+checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5616,7 +5613,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5670,7 +5667,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5681,17 +5678,17 @@ checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "thread-id"
-version = "5.0.0"
+version = "5.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99043e46c5a15af379c06add30d9c93a6c0e8849de00d244c4a2c417da128d80"
+checksum = "2010d27add3f3240c1fef7959f46c814487b216baee662af53be645ba7831c07"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -5738,30 +5735,30 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.44"
+version = "0.3.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91e7d9e3bb61134e77bde20dd4825b97c010155709965fedf0f49bb138e52a9d"
+checksum = "f9e442fc33d7fdb45aa9bfeb312c095964abdf596f7567261062b2a7107aaabd"
 dependencies = [
  "deranged",
  "itoa",
  "num-conv",
  "powerfmt",
- "serde",
+ "serde_core",
  "time-core",
  "time-macros",
 ]
 
 [[package]]
 name = "time-core"
-version = "0.1.6"
+version = "0.1.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40868e7c1d2f0b8d73e4a8c7f0ff63af4f6d19be117e90bd73eb1d62cf831c6b"
+checksum = "8b36ee98fd31ec7426d599183e8fe26932a8dc1fb76ddb6214d05493377d34ca"
 
 [[package]]
 name = "time-macros"
-version = "0.2.24"
+version = "0.2.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30cfb0125f12d9c277f35663a0a33f8c30190f4e4574868a330595412d34ebf3"
+checksum = "71e552d1249bf61ac2a52db88179fd0673def1e1ad8243a00d9ec9ed71fee3dd"
 dependencies = [
  "num-conv",
  "time-core",
@@ -5836,7 +5833,7 @@ checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5851,9 +5848,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.17"
+version = "0.7.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2efa149fe76073d6e8fd97ef4f4eca7b67f599660115591483572e406e165594"
+checksum = "9ae9cec805b01e8fc3fd2fe289f89149a9b66dd16786abd8b19cfa7b48cb0098"
 dependencies = [
  "bytes",
  "futures-core",
@@ -5877,7 +5874,7 @@ version = "0.23.10+spec-1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "84c8b9f757e028cee9fa244aea147aab2a9ec09d5325a9b01e0a49730c2b5269"
 dependencies = [
- "indexmap 2.12.1",
+ "indexmap 2.13.0",
  "toml_datetime",
  "toml_parser",
  "winnow",
@@ -5894,9 +5891,9 @@ dependencies = [
 
 [[package]]
 name = "tower"
-version = "0.5.2"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
+checksum = "ebe5ef63511595f1344e2d5cfa636d973292adc0eec1f0ad45fae9f0851ab1d4"
 dependencies = [
  "futures-core",
  "futures-util",
@@ -5956,7 +5953,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6000,7 +5997,7 @@ checksum = "3c36781cc0e46a83726d9879608e4cf6c2505237e263a8eb8c24502989cfdb28"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6065,9 +6062,9 @@ checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
 
 [[package]]
 name = "url"
-version = "2.5.7"
+version = "2.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08bc136a29a3d1758e07a9cca267be308aeebf5cfd5a10f3f67ab2097683ef5b"
+checksum = "ff67a8a4397373c3ef660812acab3268222035010ab8680ec4215f38ba3d0eed"
 dependencies = [
  "form_urlencoded",
  "idna",
@@ -6196,7 +6193,7 @@ dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
  "wasm-bindgen-shared",
 ]
 
@@ -6244,9 +6241,9 @@ dependencies = [
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.4"
+version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2878ef029c47c6e8cf779119f20fcf52bde7ad42a731b2a304bc221df17571e"
+checksum = "12bed680863276c63889429bfd6cab3b99943659923822de1c8a39c49e4d722c"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -6315,7 +6312,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6326,7 +6323,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6620,15 +6617,6 @@ version = "0.13.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "66fee0b777b0f5ac1c69bb06d361268faafa61cd4682ae064a171c16c433e9e4"
 
-[[package]]
-name = "xz2"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
-dependencies = [
- "lzma-sys",
-]
-
 [[package]]
 name = "yoke"
 version = "0.8.1"
@@ -6648,28 +6636,28 @@ checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.31"
+version = "0.8.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd74ec98b9250adb3ca554bdde269adf631549f51d8a8f8f0a10b50f1cb298c3"
+checksum = "668f5168d10b9ee831de31933dc111a459c97ec93225beb307aed970d1372dfd"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.31"
+version = "0.8.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8a8d209fdf45cf5138cbb5a506f6b52522a25afccc534d1475dad8e31105c6a"
+checksum = "2c7962b26b0a8685668b671ee4b54d007a67d4eaf05fda79ac0ecf41e32270f1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6689,7 +6677,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -6729,20 +6717,20 @@ checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.111",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "zlib-rs"
-version = "0.5.4"
+version = "0.5.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51f936044d677be1a1168fae1d03b583a285a5dd9d8cbf7b24c23aa1fc775235"
+checksum = "40990edd51aae2c2b6907af74ffb635029d5788228222c4bb811e9351c0caad3"
 
 [[package]]
 name = "zmij"
-version = "1.0.2"
+version = "1.0.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0f4a4e8e9dc5c62d159f04fcdbe07f4c3fb710415aab4754bf11505501e3251d"
+checksum = "bd8f3f50b848df28f887acb68e41201b5aea6bc8a8dacc00fb40635ff9a72fea"
 
 [[package]]
 name = "zstd"
diff --git a/native/Cargo.toml b/native/Cargo.toml
index 554534cc2b..f4e1b711cd 100644
--- a/native/Cargo.toml
+++ b/native/Cargo.toml
@@ -38,9 +38,10 @@ arrow = { version = "57.0.0", features = ["prettyprint", "ffi", "chrono-tz"] }
 async-trait = { version = "0.1" }
 bytes = { version = "1.10.0" }
 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-datasource = { version = "51.0.0" }
-datafusion-spark = { version = "51.0.0" }
+datafusion = { version = "52.0.0", default-features = false, features = ["unicode_expressions", "crypto_expressions", "nested_expressions", "parquet"] }
+datafusion-datasource = { version = "52.0.0" }
+datafusion-spark = { version = "52.0.0" }
+datafusion-physical-expr-adapter = { version = "52.0.0" }
 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 7b32be36a2..bad415c24e 100644
--- a/native/core/Cargo.toml
+++ b/native/core/Cargo.toml
@@ -60,6 +60,7 @@ tempfile = "3.24.0"
 itertools = "0.14.0"
 paste = "1.0.14"
 datafusion = { workspace = true, features = ["parquet_encryption", "sql"] }
+datafusion-physical-expr-adapter = { workspace = true }
 datafusion-datasource = { workspace = true }
 datafusion-spark = { workspace = true }
 once_cell = "1.18.0"
@@ -95,7 +96,7 @@ jni = { version = "0.21", features = ["invocation"] }
 lazy_static = "1.4"
 assertables = "9"
 hex = "0.4.3"
-datafusion-functions-nested = { version = "51.0.0" }
+datafusion-functions-nested = { version = "52.0.0" }
 
 [features]
 backtrace = ["datafusion/backtrace"]
diff --git a/native/core/src/execution/operators/iceberg_scan.rs b/native/core/src/execution/operators/iceberg_scan.rs
index ff6648850b..e2631a6879 100644
--- a/native/core/src/execution/operators/iceberg_scan.rs
+++ b/native/core/src/execution/operators/iceberg_scan.rs
@@ -42,8 +42,7 @@ use iceberg::io::FileIO;
 
 use crate::execution::operators::ExecutionError;
 use crate::parquet::parquet_support::SparkParquetOptions;
-use crate::parquet::schema_adapter::SparkSchemaAdapterFactory;
-use datafusion::datasource::schema_adapter::SchemaAdapterFactory;
+use crate::parquet::schema_adapter::adapt_batch_with_expressions;
 use datafusion_comet_spark_expr::EvalMode;
 use datafusion_datasource::file_stream::FileStreamMetrics;
 
@@ -299,22 +298,14 @@ impl IcebergFileStream {
                 .map_err(|e| DataFusionError::Execution(format!("Iceberg scan error: {}", e)))
                 .and_then(move |batch| {
                     let spark_options = SparkParquetOptions::new(EvalMode::Legacy, "UTC", false);
-                    let adapter_factory = SparkSchemaAdapterFactory::new(spark_options, None);
-                    let file_schema = batch.schema();
-                    let adapter = adapter_factory
-                        .create(Arc::clone(&target_schema), Arc::clone(&file_schema));
-
-                    let result = match adapter.map_schema(file_schema.as_ref()) {
-                        Ok((schema_mapper, _projection)) => {
-                            schema_mapper.map_batch(batch).map_err(|e| {
-                                DataFusionError::Execution(format!("Batch mapping failed: {}", e))
-                            })
-                        }
-                        Err(e) => Err(DataFusionError::Execution(format!(
-                            "Schema mapping failed: {}",
-                            e
-                        ))),
-                    };
+                    let result =
+                        adapt_batch_with_expressions(batch, &target_schema, &spark_options)
+                            .map_err(|e| {
+                                DataFusionError::Execution(format!(
+                                    "Batch adaptation failed: {}",
+                                    e
+                                ))
+                            });
                     futures::future::ready(result)
                 });
 
diff --git a/native/core/src/execution/planner.rs b/native/core/src/execution/planner.rs
index 93fbb59c11..85b3aa68ae 100644
--- a/native/core/src/execution/planner.rs
+++ b/native/core/src/execution/planner.rs
@@ -1093,18 +1093,11 @@ impl PhysicalPlanner {
                 let files =
                     self.get_partitioned_files(&scan.file_partitions[self.partition as usize])?;
                 let file_groups: Vec<Vec<PartitionedFile>> = vec![files];
-                let partition_fields: Vec<Field> = partition_schema
-                    .fields()
-                    .iter()
-                    .map(|field| {
-                        Field::new(field.name(), field.data_type().clone(), field.is_nullable())
-                    })
-                    .collect_vec();
+
                 let scan = init_datasource_exec(
                     required_schema,
                     Some(data_schema),
                     Some(partition_schema),
-                    Some(partition_fields),
                     object_store_url,
                     file_groups,
                     Some(projection_vector),
@@ -3385,6 +3378,7 @@ mod tests {
     use arrow::array::{Array, DictionaryArray, Int32Array, ListArray, RecordBatch, StringArray};
     use arrow::datatypes::{DataType, Field, FieldRef, Fields, Schema};
     use datafusion::catalog::memory::DataSourceExec;
+    use datafusion::config::TableParquetOptions;
     use datafusion::datasource::listing::PartitionedFile;
     use datafusion::datasource::object_store::ObjectStoreUrl;
     use datafusion::datasource::physical_plan::{
@@ -3394,6 +3388,7 @@ mod tests {
     use datafusion::logical_expr::ScalarUDF;
     use datafusion::physical_plan::ExecutionPlan;
     use datafusion::{assert_batches_eq, physical_plan::common::collect, prelude::SessionContext};
+    use datafusion_physical_expr_adapter::PhysicalExprAdapterFactory;
     use tempfile::TempDir;
     use tokio::sync::mpsc;
 
@@ -3402,7 +3397,7 @@ mod tests {
     use crate::execution::operators::ExecutionError;
     use crate::execution::planner::literal_to_array_ref;
     use crate::parquet::parquet_support::SparkParquetOptions;
-    use crate::parquet::schema_adapter::SparkSchemaAdapterFactory;
+    use crate::parquet::schema_adapter::SparkPhysicalExprAdapterFactory;
     use datafusion_comet_proto::spark_expression::expr::ExprStruct;
     use datafusion_comet_proto::spark_expression::ListLiteral;
     use datafusion_comet_proto::{
@@ -4004,18 +3999,22 @@ mod tests {
             }
         }
 
-        let source = ParquetSource::default().with_schema_adapter_factory(Arc::new(
-            SparkSchemaAdapterFactory::new(
-                SparkParquetOptions::new(EvalMode::Ansi, "", false),
-                None,
-            ),
-        ))?;
+        let source = Arc::new(
+            ParquetSource::new(Arc::new(read_schema.clone()))
+                .with_table_parquet_options(TableParquetOptions::new()),
+        ) as Arc<dyn FileSource>;
+
+        let spark_parquet_options = SparkParquetOptions::new(EvalMode::Legacy, "UTC", false);
+
+        let expr_adapter_factory: Arc<dyn PhysicalExprAdapterFactory> = Arc::new(
+            SparkPhysicalExprAdapterFactory::new(spark_parquet_options, None),
+        );
 
         let object_store_url = ObjectStoreUrl::local_filesystem();
-        let file_scan_config =
-            FileScanConfigBuilder::new(object_store_url, read_schema.into(), source)
-                .with_file_groups(file_groups)
-                .build();
+        let file_scan_config = FileScanConfigBuilder::new(object_store_url, source)
+            .with_expr_adapter(Some(expr_adapter_factory))
+            .with_file_groups(file_groups)
+            .build();
 
         // Run native read
         let scan = Arc::new(DataSourceExec::new(Arc::new(file_scan_config.clone())));
diff --git a/native/core/src/parquet/mod.rs b/native/core/src/parquet/mod.rs
index c8a480e97a..4934a5ad4b 100644
--- a/native/core/src/parquet/mod.rs
+++ b/native/core/src/parquet/mod.rs
@@ -765,7 +765,6 @@ pub unsafe extern "system" fn Java_org_apache_comet_parquet_Native_initRecordBat
             required_schema,
             Some(data_schema),
             None,
-            None,
             object_store_url,
             file_groups,
             None,
diff --git a/native/core/src/parquet/parquet_exec.rs b/native/core/src/parquet/parquet_exec.rs
index ec18d227f5..1ef47564ed 100644
--- a/native/core/src/parquet/parquet_exec.rs
+++ b/native/core/src/parquet/parquet_exec.rs
@@ -18,7 +18,7 @@
 use crate::execution::operators::ExecutionError;
 use crate::parquet::encryption_support::{CometEncryptionConfig, ENCRYPTION_FACTORY_ID};
 use crate::parquet::parquet_support::SparkParquetOptions;
-use crate::parquet::schema_adapter::SparkSchemaAdapterFactory;
+use crate::parquet::schema_adapter::SparkPhysicalExprAdapterFactory;
 use arrow::datatypes::{Field, SchemaRef};
 use datafusion::config::TableParquetOptions;
 use datafusion::datasource::listing::PartitionedFile;
@@ -29,10 +29,11 @@ use datafusion::datasource::source::DataSourceExec;
 use datafusion::execution::object_store::ObjectStoreUrl;
 use datafusion::physical_expr::expressions::BinaryExpr;
 use datafusion::physical_expr::PhysicalExpr;
+use datafusion::physical_expr_adapter::PhysicalExprAdapterFactory;
 use datafusion::prelude::SessionContext;
 use datafusion::scalar::ScalarValue;
 use datafusion_comet_spark_expr::EvalMode;
-use itertools::Itertools;
+use datafusion_datasource::TableSchema;
 use std::collections::HashMap;
 use std::sync::Arc;
 
@@ -60,7 +61,6 @@ pub(crate) fn init_datasource_exec(
     required_schema: SchemaRef,
     data_schema: Option<SchemaRef>,
     partition_schema: Option<SchemaRef>,
-    partition_fields: Option<Vec<Field>>,
     object_store_url: ObjectStoreUrl,
     file_groups: Vec<Vec<PartitionedFile>>,
     projection_vector: Option<Vec<usize>>,
@@ -78,7 +78,26 @@ pub(crate) fn init_datasource_exec(
         encryption_enabled,
     );
 
-    let mut parquet_source = ParquetSource::new(table_parquet_options);
+    // Determine the schema to use for ParquetSource
+    let table_schema = if let Some(ref data_schema) = data_schema {
+        if let Some(ref partition_schema) = partition_schema {
+            let partition_fields: Vec<_> = partition_schema
+                .fields()
+                .iter()
+                .map(|f| {
+                    Arc::new(Field::new(f.name(), f.data_type().clone(), f.is_nullable())) as _
+                })
+                .collect();
+            TableSchema::new(Arc::clone(data_schema), partition_fields)
+        } else {
+            TableSchema::from_file_schema(Arc::clone(data_schema))
+        }
+    } else {
+        TableSchema::from_file_schema(Arc::clone(&required_schema))
+    };
+
+    let mut parquet_source =
+        ParquetSource::new(table_schema).with_table_parquet_options(table_parquet_options);
 
     // Create a conjunctive form of the vector because ParquetExecBuilder takes
     // a single expression
@@ -104,37 +123,27 @@ pub(crate) fn init_datasource_exec(
         );
     }
 
-    let file_source = parquet_source.with_schema_adapter_factory(Arc::new(
-        SparkSchemaAdapterFactory::new(spark_parquet_options, default_values),
-    ))?;
+    let expr_adapter_factory: Arc<dyn PhysicalExprAdapterFactory> = Arc::new(
+        SparkPhysicalExprAdapterFactory::new(spark_parquet_options, default_values),
+    );
+
+    let file_source: Arc<dyn FileSource> = Arc::new(parquet_source);
 
     let file_groups = file_groups
         .iter()
         .map(|files| FileGroup::new(files.clone()))
         .collect();
 
-    let file_scan_config = match (data_schema, projection_vector, partition_fields) {
-        (Some(data_schema), Some(projection_vector), Some(partition_fields)) => {
-            get_file_config_builder(
-                data_schema,
-                partition_schema,
-                file_groups,
-                object_store_url,
-                file_source,
-            )
-            .with_projection_indices(Some(projection_vector))
-            .with_table_partition_cols(partition_fields)
-            .build()
-        }
-        _ => get_file_config_builder(
-            required_schema,
-            partition_schema,
-            file_groups,
-            object_store_url,
-            file_source,
-        )
-        .build(),
-    };
+    let mut file_scan_config_builder =
+        FileScanConfigBuilder::new(object_store_url, file_source).with_file_groups(file_groups);
+
+    if let Some(projection_vector) = projection_vector {
+        file_scan_config_builder = file_scan_config_builder
+            .with_projection_indices(Some(projection_vector))?
+            .with_expr_adapter(Some(expr_adapter_factory));
+    }
+
+    let file_scan_config = file_scan_config_builder.build();
 
     Ok(Arc::new(DataSourceExec::new(Arc::new(file_scan_config))))
 }
@@ -165,28 +174,3 @@ fn get_options(
 
     (table_parquet_options, spark_parquet_options)
 }
-
-fn get_file_config_builder(
-    schema: SchemaRef,
-    partition_schema: Option<SchemaRef>,
-    file_groups: Vec<FileGroup>,
-    object_store_url: ObjectStoreUrl,
-    file_source: Arc<dyn FileSource>,
-) -> FileScanConfigBuilder {
-    match partition_schema {
-        Some(partition_schema) => {
-            let partition_fields: Vec<Field> = partition_schema
-                .fields()
-                .iter()
-                .map(|field| {
-                    Field::new(field.name(), field.data_type().clone(), field.is_nullable())
-                })
-                .collect_vec();
-            FileScanConfigBuilder::new(object_store_url, Arc::clone(&schema), file_source)
-                .with_file_groups(file_groups)
-                .with_table_partition_cols(partition_fields)
-        }
-        _ => FileScanConfigBuilder::new(object_store_url, Arc::clone(&schema), file_source)
-            .with_file_groups(file_groups),
-    }
-}
diff --git a/native/core/src/parquet/schema_adapter.rs b/native/core/src/parquet/schema_adapter.rs
index b321d902a9..5feb24c66c 100644
--- a/native/core/src/parquet/schema_adapter.rs
+++ b/native/core/src/parquet/schema_adapter.rs
@@ -16,19 +16,240 @@
 // under the License.
 
 //! Custom schema adapter that uses Spark-compatible conversions
+//!
+//! This module provides both:
+//! - The deprecated `SchemaAdapter` approach (for backwards compatibility)
+//! - The new `PhysicalExprAdapter` approach (recommended, works at planning time)
+
+#![allow(deprecated)]
 
 use crate::parquet::parquet_support::{spark_parquet_convert, SparkParquetOptions};
-use arrow::array::{RecordBatch, RecordBatchOptions};
+use arrow::array::{ArrayRef, RecordBatch, RecordBatchOptions};
 use arrow::datatypes::{Schema, SchemaRef};
-use datafusion::common::ColumnStatistics;
+use datafusion::common::tree_node::{Transformed, TransformedResult, TreeNode};
+use datafusion::common::{ColumnStatistics, Result as DataFusionResult};
 use datafusion::datasource::schema_adapter::{SchemaAdapter, SchemaAdapterFactory, SchemaMapper};
+use datafusion::physical_expr::expressions::Column;
+use datafusion::physical_expr::PhysicalExpr;
 use datafusion::physical_plan::ColumnarValue;
 use datafusion::scalar::ScalarValue;
+use datafusion_comet_spark_expr::{Cast, SparkCastOptions};
+use datafusion_physical_expr_adapter::{
+    replace_columns_with_literals, DefaultPhysicalExprAdapterFactory, PhysicalExprAdapter,
+    PhysicalExprAdapterFactory,
+};
 use std::collections::HashMap;
 use std::sync::Arc;
 
+// ============================================================================
+// New PhysicalExprAdapter Implementation (Recommended)
+// ============================================================================
+
+/// Factory for creating Spark-compatible physical expression adapters.
+///
+/// This factory creates adapters that rewrite expressions at planning time
+/// to inject Spark-compatible casts where needed.
+#[derive(Clone, Debug)]
+pub struct SparkPhysicalExprAdapterFactory {
+    /// Spark-specific parquet options for type conversions
+    parquet_options: SparkParquetOptions,
+    /// Default values for columns that may be missing from the physical schema.
+    /// The key is the column index in the logical schema.
+    default_values: Option<HashMap<usize, ScalarValue>>,
+}
+
+impl SparkPhysicalExprAdapterFactory {
+    /// Create a new factory with the given options.
+    pub fn new(
+        parquet_options: SparkParquetOptions,
+        default_values: Option<HashMap<usize, ScalarValue>>,
+    ) -> Self {
+        Self {
+            parquet_options,
+            default_values,
+        }
+    }
+}
+
+impl PhysicalExprAdapterFactory for SparkPhysicalExprAdapterFactory {
+    fn create(
+        &self,
+        logical_file_schema: SchemaRef,
+        physical_file_schema: SchemaRef,
+    ) -> Arc<dyn PhysicalExprAdapter> {
+        let default_factory = DefaultPhysicalExprAdapterFactory;
+        let default_adapter = default_factory.create(
+            Arc::clone(&logical_file_schema),
+            Arc::clone(&physical_file_schema),
+        );
+
+        Arc::new(SparkPhysicalExprAdapter {
+            logical_file_schema,
+            physical_file_schema,
+            parquet_options: self.parquet_options.clone(),
+            default_values: self.default_values.clone(),
+            default_adapter,
+        })
+    }
+}
+
+/// Spark-compatible physical expression adapter.
+///
+/// This adapter rewrites expressions at planning time to:
+/// 1. Replace references to missing columns with default values or nulls
+/// 2. Replace standard DataFusion cast expressions with Spark-compatible casts
+/// 3. Handle case-insensitive column matching
+#[derive(Debug)]
+struct SparkPhysicalExprAdapter {
+    /// The logical schema expected by the query
+    logical_file_schema: SchemaRef,
+    #[allow(dead_code)]
+    /// The physical schema of the actual file being read
+    physical_file_schema: SchemaRef,
+    /// Spark-specific options for type conversions
+    parquet_options: SparkParquetOptions,
+    /// Default values for missing columns (keyed by logical schema index)
+    default_values: Option<HashMap<usize, ScalarValue>>,
+    /// The default DataFusion adapter to delegate standard handling to
+    default_adapter: Arc<dyn PhysicalExprAdapter>,
+}
+
+impl PhysicalExprAdapter for SparkPhysicalExprAdapter {
+    fn rewrite(&self, expr: Arc<dyn PhysicalExpr>) -> DataFusionResult<Arc<dyn PhysicalExpr>> {
+        // Step 1: Handle default values for missing columns
+        let expr = self.replace_missing_with_defaults(expr)?;
+
+        // Step 2: Delegate to default adapter for standard handling
+        // This handles: missing columns → nulls, type mismatches → CastColumnExpr
+        let expr = self.default_adapter.rewrite(expr)?;
+
+        // Step 3: Replace CastColumnExpr with Spark-compatible Cast expressions
+        expr.transform(|e| self.replace_with_spark_cast(e)).data()
+    }
+}
+
+impl SparkPhysicalExprAdapter {
+    /// Replace CastColumnExpr (DataFusion's cast) with Spark's Cast expression.
+    fn replace_with_spark_cast(
+        &self,
+        expr: Arc<dyn PhysicalExpr>,
+    ) -> DataFusionResult<Transformed<Arc<dyn PhysicalExpr>>> {
+        // Check for CastColumnExpr and replace with spark_expr::Cast
+        // CastColumnExpr is in datafusion_physical_expr::expressions
+        if let Some(cast) = expr
+            .as_any()
+            .downcast_ref::<datafusion::physical_expr::expressions::CastColumnExpr>()
+        {
+            let child = Arc::clone(cast.expr());
+            let target_type = cast.target_field().data_type().clone();
+
+            // Create Spark-compatible cast options
+            let mut cast_options = SparkCastOptions::new(
+                self.parquet_options.eval_mode,
+                &self.parquet_options.timezone,
+                self.parquet_options.allow_incompat,
+            );
+            cast_options.allow_cast_unsigned_ints = self.parquet_options.allow_cast_unsigned_ints;
+            cast_options.is_adapting_schema = true;
+
+            let spark_cast = Arc::new(Cast::new(child, target_type, cast_options));
+
+            return Ok(Transformed::yes(spark_cast as Arc<dyn PhysicalExpr>));
+        }
+
+        Ok(Transformed::no(expr))
+    }
+
+    /// Replace references to missing columns with default values.
+    fn replace_missing_with_defaults(
+        &self,
+        expr: Arc<dyn PhysicalExpr>,
+    ) -> DataFusionResult<Arc<dyn PhysicalExpr>> {
+        let Some(defaults) = &self.default_values else {
+            return Ok(expr);
+        };
+
+        if defaults.is_empty() {
+            return Ok(expr);
+        }
+
+        // Convert index-based defaults to name-based for replace_columns_with_literals
+        let name_based: HashMap<&str, &ScalarValue> = defaults
+            .iter()
+            .filter_map(|(idx, val)| {
+                self.logical_file_schema
+                    .fields()
+                    .get(*idx)
+                    .map(|f| (f.name().as_str(), val))
+            })
+            .collect();
+
+        if name_based.is_empty() {
+            return Ok(expr);
+        }
+
+        replace_columns_with_literals(expr, &name_based)
+    }
+}
+
+/// Adapt a batch to match the target schema using expression evaluation.
+///
+/// This function is useful for cases like Iceberg scanning where batches
+/// are read directly and need to be adapted to the expected schema.
+pub fn adapt_batch_with_expressions(
+    batch: RecordBatch,
+    target_schema: &SchemaRef,
+    parquet_options: &SparkParquetOptions,
+) -> DataFusionResult<RecordBatch> {
+    let file_schema = batch.schema();
+
+    // If schemas match, no adaptation needed
+    if file_schema.as_ref() == target_schema.as_ref() {
+        return Ok(batch);
+    }
+
+    // Create adapter
+    let factory = SparkPhysicalExprAdapterFactory::new(parquet_options.clone(), None);
+    let adapter = factory.create(Arc::clone(target_schema), Arc::clone(&file_schema));
+
+    // Create column projection expressions for target schema
+    let projection_exprs: Vec<Arc<dyn PhysicalExpr>> = target_schema
+        .fields()
+        .iter()
+        .enumerate()
+        .map(|(i, _field)| {
+            let col_expr: Arc<dyn PhysicalExpr> = Arc::new(Column::new_with_schema(
+                target_schema.field(i).name(),
+                target_schema.as_ref(),
+            )?);
+            adapter.rewrite(col_expr)
+        })
+        .collect::<DataFusionResult<Vec<_>>>()?;
+
+    // Evaluate expressions against batch
+    let columns: Vec<ArrayRef> = projection_exprs
+        .iter()
+        .map(|expr| expr.evaluate(&batch)?.into_array(batch.num_rows()))
+        .collect::<DataFusionResult<Vec<_>>>()?;
+
+    RecordBatch::try_new(Arc::clone(target_schema), columns).map_err(|e| e.into())
+}
+
+// ============================================================================
+// Legacy SchemaAdapter Implementation (Deprecated)
+// ============================================================================
+
 /// An implementation of DataFusion's `SchemaAdapterFactory` that uses a Spark-compatible
 /// `cast` implementation.
+///
+/// # Deprecated
+/// This type is deprecated and will be removed in a future release.
+/// Use [`SparkPhysicalExprAdapterFactory`] instead, which works at planning time
+/// rather than runtime batch transformation.
+#[deprecated(
+    since = "0.14.0",
+    note = "Use SparkPhysicalExprAdapterFactory instead, which works at planning time"
+)]
 #[derive(Clone, Debug)]
 pub struct SparkSchemaAdapterFactory {
     /// Spark cast options
@@ -191,6 +412,7 @@ impl SchemaMapper for SchemaMapping {
     /// columns, so if one needs a RecordBatch with a schema that references columns which are not
     /// in the projected, it would be better to use `map_partial_batch`
     fn map_batch(&self, batch: RecordBatch) -> datafusion::common::Result<RecordBatch> {
+        dbg!("map_batch");
         let batch_rows = batch.num_rows();
         let batch_cols = batch.columns().to_vec();
 
@@ -269,16 +491,14 @@ impl SchemaMapper for SchemaMapping {
 #[cfg(test)]
 mod test {
     use crate::parquet::parquet_support::SparkParquetOptions;
-    use crate::parquet::schema_adapter::SparkSchemaAdapterFactory;
+    use crate::parquet::schema_adapter::SparkPhysicalExprAdapterFactory;
     use arrow::array::UInt32Array;
     use arrow::array::{Int32Array, StringArray};
     use arrow::datatypes::SchemaRef;
     use arrow::datatypes::{DataType, Field, Schema};
     use arrow::record_batch::RecordBatch;
-    use datafusion::common::config::TableParquetOptions;
     use datafusion::common::DataFusionError;
     use datafusion::datasource::listing::PartitionedFile;
-    use datafusion::datasource::physical_plan::FileSource;
     use datafusion::datasource::physical_plan::{FileGroup, FileScanConfigBuilder, ParquetSource};
     use datafusion::datasource::source::DataSourceExec;
     use datafusion::execution::object_store::ObjectStoreUrl;
@@ -286,6 +506,7 @@ mod test {
     use datafusion::physical_plan::ExecutionPlan;
     use datafusion_comet_spark_expr::test_common::file_util::get_temp_filename;
     use datafusion_comet_spark_expr::EvalMode;
+    use datafusion_physical_expr_adapter::PhysicalExprAdapterFactory;
     use futures::StreamExt;
     use parquet::arrow::ArrowWriter;
     use std::fs::File;
@@ -328,7 +549,7 @@ mod test {
     }
 
     /// Create a Parquet file containing a single batch and then read the batch back using
-    /// the specified required_schema. This will cause the SchemaAdapter code to be used.
+    /// the specified required_schema. This will cause the PhysicalExprAdapter code to be used.
     async fn roundtrip(
         batch: &RecordBatch,
         required_schema: SchemaRef,
@@ -345,15 +566,18 @@ mod test {
         let mut spark_parquet_options = SparkParquetOptions::new(EvalMode::Legacy, "UTC", false);
         spark_parquet_options.allow_cast_unsigned_ints = true;
 
-        let parquet_source =
-            ParquetSource::new(TableParquetOptions::new()).with_schema_adapter_factory(
-                Arc::new(SparkSchemaAdapterFactory::new(spark_parquet_options, None)),
-            )?;
+        // Create expression adapter factory for Spark-compatible schema adaptation
+        let expr_adapter_factory: Arc<dyn PhysicalExprAdapterFactory> = Arc::new(
+            SparkPhysicalExprAdapterFactory::new(spark_parquet_options, None),
+        );
+
+        let parquet_source = ParquetSource::new(required_schema);
 
         let files = FileGroup::new(vec![PartitionedFile::from_path(filename.to_string())?]);
         let file_scan_config =
-            FileScanConfigBuilder::new(object_store_url, required_schema, parquet_source)
+            FileScanConfigBuilder::new(object_store_url, Arc::new(parquet_source))
                 .with_file_groups(vec![files])
+                .with_expr_adapter(Some(expr_adapter_factory))
                 .build();
 
         let parquet_exec = DataSourceExec::new(Arc::new(file_scan_config));
diff --git a/native/spark-expr/src/agg_funcs/covariance.rs b/native/spark-expr/src/agg_funcs/covariance.rs
index d40824809a..15759eb155 100644
--- a/native/spark-expr/src/agg_funcs/covariance.rs
+++ b/native/spark-expr/src/agg_funcs/covariance.rs
@@ -23,9 +23,7 @@ use arrow::{
     compute::cast,
     datatypes::{DataType, Field},
 };
-use datafusion::common::{
-    downcast_value, unwrap_or_internal_err, DataFusionError, Result, ScalarValue,
-};
+use datafusion::common::{downcast_value, unwrap_or_internal_err, Result, ScalarValue};
 use datafusion::logical_expr::function::{AccumulatorArgs, StateFieldsArgs};
 use datafusion::logical_expr::type_coercion::aggregates::NUMERICS;
 use datafusion::logical_expr::{Accumulator, AggregateUDFImpl, Signature, Volatility};
diff --git a/native/spark-expr/src/math_funcs/round.rs b/native/spark-expr/src/math_funcs/round.rs
index d2cbe4f967..d6302d9b7b 100644
--- a/native/spark-expr/src/math_funcs/round.rs
+++ b/native/spark-expr/src/math_funcs/round.rs
@@ -19,10 +19,13 @@ use crate::arithmetic_overflow_error;
 use crate::math_funcs::utils::{get_precision_scale, make_decimal_array, make_decimal_scalar};
 use arrow::array::{Array, ArrowNativeTypeOp};
 use arrow::array::{Int16Array, Int32Array, Int64Array, Int8Array};
-use arrow::datatypes::DataType;
+use arrow::datatypes::{DataType, Field};
 use arrow::error::ArrowError;
+use datafusion::common::config::ConfigOptions;
 use datafusion::common::{exec_err, internal_err, DataFusionError, ScalarValue};
-use datafusion::{functions::math::round::round, physical_plan::ColumnarValue};
+use datafusion::functions::math::round::RoundFunc;
+use datafusion::logical_expr::{ScalarFunctionArgs, ScalarUDFImpl};
+use datafusion::physical_plan::ColumnarValue;
 use std::{cmp::min, sync::Arc};
 
 macro_rules! integer_round {
@@ -126,10 +129,18 @@ pub fn spark_round(
                 let (precision, scale) = get_precision_scale(data_type);
                 make_decimal_array(array, precision, scale, &f)
             }
-            DataType::Float32 | DataType::Float64 => Ok(ColumnarValue::Array(round(&[
-                Arc::clone(array),
-                args[1].to_array(array.len())?,
-            ])?)),
+            DataType::Float32 | DataType::Float64 => {
+                let round_udf = RoundFunc::new();
+                let return_field = Arc::new(Field::new("round", array.data_type().clone(), true));
+                let args_for_round = ScalarFunctionArgs {
+                    args: vec![ColumnarValue::Array(Arc::clone(array)), args[1].clone()],
+                    number_rows: array.len(),
+                    return_field,
+                    arg_fields: vec![],
+                    config_options: Arc::new(ConfigOptions::default()),
+                };
+                round_udf.invoke_with_args(args_for_round)
+            }
             dt => exec_err!("Not supported datatype for ROUND: {dt}"),
         },
         ColumnarValue::Scalar(a) => match a {
@@ -150,9 +161,19 @@ pub fn spark_round(
                 let (precision, scale) = get_precision_scale(data_type);
                 make_decimal_scalar(a, precision, scale, &f)
             }
-            ScalarValue::Float32(_) | ScalarValue::Float64(_) => Ok(ColumnarValue::Scalar(
-                ScalarValue::try_from_array(&round(&[a.to_array()?, args[1].to_array(1)?])?, 0)?,
-            )),
+            ScalarValue::Float32(_) | ScalarValue::Float64(_) => {
+                let round_udf = RoundFunc::new();
+                let data_type = a.data_type();
+                let return_field = Arc::new(Field::new("round", data_type, true));
+                let args_for_round = ScalarFunctionArgs {
+                    args: vec![ColumnarValue::Scalar(a.clone()), args[1].clone()],
+                    number_rows: 1,
+                    return_field,
+                    arg_fields: vec![],
+                    config_options: Arc::new(ConfigOptions::default()),
+                };
+                round_udf.invoke_with_args(args_for_round)
+            }
             dt => exec_err!("Not supported datatype for ROUND: {dt}"),
         },
     }