diff --git a/Cargo.lock b/Cargo.lock
index 16ffef0654..a8ec77e128 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -17,12 +17,6 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
-[[package]]
-name = "adler32"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae1277d39aeec15cb388266ecc24b11c80469deae6067e17a1a7aa9e5c1f234"
-
 [[package]]
 name = "aes"
 version = "0.8.4"
@@ -155,35 +149,6 @@ version = "1.0.99"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b0674a1ddeecb70197781e945de4b3b8ffb61fa939a5597bcf48503737663100"
 
-[[package]]
-name = "apache-avro"
-version = "0.17.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1aef82843a0ec9f8b19567445ad2421ceeb1d711514384bdd3d49fe37102ee13"
-dependencies = [
- "bigdecimal",
- "bzip2 0.4.4",
- "crc32fast",
- "digest",
- "libflate",
- "log",
- "num-bigint",
- "quad-rand",
- "rand 0.8.5",
- "regex-lite",
- "serde",
- "serde_bytes",
- "serde_json",
- "snap",
- "strum 0.26.3",
- "strum_macros 0.26.4",
- "thiserror 1.0.69",
- "typed-builder 0.19.1",
- "uuid",
- "xz2",
- "zstd",
-]
-
 [[package]]
 name = "apache-avro"
 version = "0.20.0"
@@ -192,6 +157,8 @@ checksum = "3a033b4ced7c585199fb78ef50fca7fe2f444369ec48080c5fd072efa1a03cc7"
 dependencies = [
  "bigdecimal",
  "bon",
+ "bzip2 0.6.0",
+ "crc32fast",
  "digest",
  "log",
  "miniz_oxide",
@@ -202,10 +169,12 @@ dependencies = [
  "serde",
  "serde_bytes",
  "serde_json",
+ "snap",
  "strum 0.27.2",
  "strum_macros 0.27.2",
  "thiserror 2.0.16",
  "uuid",
+ "xz2",
  "zstd",
 ]
 
@@ -229,9 +198,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3f15b4c6b148206ff3a2b35002e08929c2462467b62b9c02036d9c34f9ef994"
+checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -250,9 +219,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
+checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -264,9 +233,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
+checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
 dependencies = [
  "ahash 0.8.12",
  "arrow-buffer",
@@ -275,15 +244,15 @@ dependencies = [
  "chrono",
  "chrono-tz 0.10.4",
  "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.0",
  "num",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169b1d5d6cb390dd92ce582b06b23815c7953e9dfaaea75556e89d890d19993d"
+checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
 dependencies = [
  "bytes",
  "half",
@@ -292,9 +261,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4f12eccc3e1c05a766cafb31f6a60a46c2f8efec9b74c6e0648766d30686af8"
+checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -313,9 +282,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "012c9fef3f4a11573b2c74aec53712ff9fdae4a95f4ce452d1bbf088ee00f06b"
+checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -328,9 +297,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
+checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -340,23 +309,25 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
+checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
+ "arrow-select",
  "flatbuffers",
  "lz4_flex",
+ "zstd",
 ]
 
 [[package]]
 name = "arrow-json"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5709d974c4ea5be96d900c01576c7c0b99705f4a3eec343648cb1ca863988a9c"
+checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -376,9 +347,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
+checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -389,9 +360,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
+checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -402,9 +373,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
+checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
 dependencies = [
  "serde",
  "serde_json",
@@ -412,9 +383,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-select"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
+checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
 dependencies = [
  "ahash 0.8.12",
  "arrow-array",
@@ -426,9 +397,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
+checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -1360,21 +1331,20 @@ dependencies = [
 
 [[package]]
 name = "bzip2"
-version = "0.4.4"
+version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
+checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
 dependencies = [
  "bzip2-sys",
- "libc",
 ]
 
 [[package]]
 name = "bzip2"
-version = "0.5.2"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
+checksum = "bea8dcd42434048e4f7a304411d9273a411f647446c1234a65ce0554923f4cff"
 dependencies = [
- "bzip2-sys",
+ "libbz2-rs-sys",
 ]
 
 [[package]]
@@ -1571,11 +1541,12 @@ dependencies = [
 
 [[package]]
 name = "comfy-table"
-version = "7.2.0"
+version = "7.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f8e18d0dca9578507f13f9803add0df13362b02c501c1c17734f0dbb52eaf0b"
+checksum = "e0d05af1e006a2407bedef5af410552494ce5be9090444dbbcb57258c1af3d56"
 dependencies = [
- "unicode-segmentation",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "unicode-width 0.2.1",
 ]
 
@@ -1590,15 +1561,15 @@ dependencies = [
 
 [[package]]
 name = "console"
-version = "0.15.11"
+version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "054ccb5b10f9f2cbf51eb355ca1d05c2d279ce1804688d0db74b4733a5aeafd8"
+checksum = "b430743a6eb14e9764d4260d4c0d8123087d504eeb9c48f2b2a5e810dd369df4"
 dependencies = [
  "encode_unicode",
  "libc",
  "once_cell",
  "unicode-width 0.2.1",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -1659,15 +1630,6 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
-[[package]]
-name = "core2"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b49ba7ef1ad6107f8824dbe97de947cbaac53c44e7f9756a1fba0d37c1eec505"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1870,12 +1832,6 @@ dependencies = [
  "syn 2.0.106",
 ]
 
-[[package]]
-name = "dary_heap"
-version = "0.3.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04d2cd9c18b9f454ed67da600630b021a8a80bf33f8c95896ab33aaf1c26b728"
-
 [[package]]
 name = "dashmap"
 version = "6.1.0"
@@ -1892,16 +1848,16 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a11e19a7ccc5bb979c95c1dceef663eab39c9061b3bbf8d1937faf0f03bf41f"
+checksum = "fc6759cf9ef57c5c469e4027ac4b4cfa746e06a0f5472c2b922b6a403c2a64c4"
 dependencies = [
  "arrow",
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
- "bzip2 0.5.2",
+ "bzip2 0.6.0",
  "chrono",
  "datafusion-catalog",
  "datafusion-catalog-listing",
@@ -1922,6 +1878,7 @@ dependencies = [
  "datafusion-functions-window",
  "datafusion-optimizer",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
@@ -1929,6 +1886,7 @@ dependencies = [
  "datafusion-sql",
  "flate2",
  "futures",
+ "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -1947,9 +1905,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94985e67cab97b1099db2a7af11f31a45008b282aba921c1e1d35327c212ec18"
+checksum = "8a1c48fc7e6d62590d45f7be7c531980b8ff091d1ab113a9ddf465bef41e4093"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1973,9 +1931,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e002df133bdb7b0b9b429d89a69aa77b35caeadee4498b2ce1c7c23a99516988"
+checksum = "3db1266da115de3ab0b2669fc027d96cf0ff777deb3216d52c74b528446ccdd6"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1996,9 +1954,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-cli"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85591b54815b0c9d3fbf3b0425b75e9fc49ef73e6886d6c19d622986e2551b53"
+checksum = "c4ecdeb43999e41e81a228fd04ee986b1ae9db10521e666a3c0a1b9b4dc8e7b3"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2009,6 +1967,7 @@ dependencies = [
  "dirs",
  "env_logger",
  "futures",
+ "log",
  "mimalloc",
  "object_store",
  "parking_lot",
@@ -2021,17 +1980,19 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13242fc58fd753787b0a538e5ae77d356cb9d0656fa85a591a33c5f106267f6"
+checksum = "ad4eb2a48ca10fa1e1a487a28a5bf080e31efac2d4bf12bb7e92c2d9ea4f35e5"
 dependencies = [
  "ahash 0.8.12",
- "apache-avro 0.17.0",
+ "apache-avro",
  "arrow",
  "arrow-ipc",
  "base64 0.22.1",
+ "chrono",
  "half",
  "hashbrown 0.14.5",
+ "hex",
  "indexmap 2.11.0",
  "libc",
  "log",
@@ -2046,9 +2007,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2239f964e95c3a5d6b4a8cde07e646de8995c1396a7fd62c6e784f5341db499"
+checksum = "a0422ee64d5791599c46b786063e695f7699fadd3a12ad25038cb3094d05886a"
 dependencies = [
  "futures",
  "log",
@@ -2057,21 +2018,22 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2cf792579bc8bf07d1b2f68c2d5382f8a63679cce8fbebfd4ba95742b6e08864"
+checksum = "904c2e1089b3ccf10786f2dae12bc560fda278e4194a8917c5844d2e8c212818"
 dependencies = [
  "arrow",
  "async-compression",
  "async-trait",
  "bytes",
- "bzip2 0.5.2",
+ "bzip2 0.6.0",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -2093,11 +2055,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-avro"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4de733d231abb0fba663ff60fd37bf7171fa8b2e46e8a99e41362001821d116e"
+checksum = "a1c87828da05c4115935af3394b27499cd2bd91bcb846a928209650627bf7f93"
 dependencies = [
- "apache-avro 0.17.0",
+ "apache-avro",
  "arrow",
  "async-trait",
  "bytes",
@@ -2118,9 +2080,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfc114f9a1415174f3e8d2719c371fc72092ef2195a7955404cfe6b2ba29a706"
+checksum = "8336a805c42ef4e359daaad142ddc53649f23c7e934c117d8516816afe6b7a3d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2143,9 +2105,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d88dd5e215c420a52362b9988ecd4cefd71081b730663d4f7d886f706111fc75"
+checksum = "c691b1565e245ea369bc8418b472a75ea84c2ad2deb61b1521cfa38319a9cd47"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2168,9 +2130,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33692acdd1fbe75280d14f4676fe43f39e9cb36296df56575aa2cac9a819e4cf"
+checksum = "f9f7576ceb5974c5f6874d7f2a5ebfeb58960a920da64017def849e0352fe2d8"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2183,11 +2145,14 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions-aggregate",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
+ "datafusion-pruning",
  "datafusion-session",
  "futures",
+ "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -2199,17 +2164,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-doc"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0e7b648387b0c1937b83cb328533c06c923799e73a9e3750b762667f32662c0"
+checksum = "9dde7c10244f3657fc01eef8247c0b2b20eae4cf6439a0ebb27322f32026d6b8"
 
 [[package]]
 name = "datafusion-execution"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9609d83d52ff8315283c6dad3b97566e877d8f366fab4c3297742f33dcd636c7"
+checksum = "5143fc795cef959b6d5271b2e8f1120382fe929fc4bd027c7d7b993f5352ef7e"
 dependencies = [
  "arrow",
+ "async-trait",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -2217,6 +2183,7 @@ dependencies = [
  "log",
  "object_store",
  "parking_lot",
+ "parquet",
  "rand 0.9.2",
  "tempfile",
  "url",
@@ -2224,11 +2191,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e75230cd67f650ef0399eb00f54d4a073698f2c0262948298e5299fc7324da63"
+checksum = "63e826296bc5f5d0af3e39c1af473d4091ac6a152a5be2f80c256f0182938428"
 dependencies = [
  "arrow",
+ "async-trait",
  "chrono",
  "datafusion-common",
  "datafusion-doc",
@@ -2245,9 +2213,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70fafb3a045ed6c49cfca0cd090f62cf871ca6326cc3355cb0aaf1260fa760b6"
+checksum = "9096732d0d8862d1950ca70324fe91f9dee3799eeb0db53ef452bdb573484db6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2258,9 +2226,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdf9a9cf655265861a20453b1e58357147eab59bdc90ce7f2f68f1f35104d3bb"
+checksum = "3f362c78ac283e64fd3976e060c1a8a57d5f4dcf844a6b6bd2eb320640a1572e"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -2287,9 +2255,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f07e49733d847be0a05235e17b884d326a2fd402c97a89fe8bcf0bfba310005"
+checksum = "22e2a80a80145a796ae3f02eb724ac516178556aec864fe89f6ab3741a4cd249"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2308,9 +2276,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4512607e10d72b0b0a1dc08f42cb5bd5284cb8348b7fea49dc83409493e32b1b"
+checksum = "d7dcca2fe7c33409e9ab3f950366aa4cba5db6175a09599fdb658ad9f2cc4296"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2321,9 +2289,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2ab331806e34f5545e5f03396e4d5068077395b1665795d8f88c14ec4f1e0b7a"
+checksum = "d1b298733377f3ec8c2868c75b5555b15396d9c13e36c5fda28e80feee34e3ed"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -2333,6 +2301,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions",
  "datafusion-functions-aggregate",
+ "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
  "itertools 0.14.0",
@@ -2342,9 +2311,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d4ac2c0be983a06950ef077e34e0174aa0cb9e346f3aeae459823158037ade37"
+checksum = "2fa4a380ca362eb0fbd33093e8ca6b7a31057616c7e6ee999b87a4ad3c7c0b3f"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2358,9 +2327,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "36f3d92731de384c90906941d36dcadf6a86d4128409a9c5cd916662baed5f53"
+checksum = "9068fc85b8e187c706427794d79bb7ee91132b6b192cb7b18e650a5f7c5c1340"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2376,9 +2345,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c679f8bf0971704ec8fd4249fcbb2eb49d6a12cc3e7a840ac047b4928d3541b5"
+checksum = "b2f80ec56e177d166269556649be817a382a374642872df4ca48cf9be3d09b3a"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2386,9 +2355,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2821de7cb0362d12e75a5196b636a59ea3584ec1e1cc7dc6f5e34b9e8389d251"
+checksum = "c4868fe261ba01e462033eff141e90453b7630722cad6420fddd81ebb786f6e2"
 dependencies = [
  "datafusion-expr",
  "quote",
@@ -2397,14 +2366,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-optimizer"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1594c7a97219ede334f25347ad8d57056621e7f4f35a0693c8da876e10dd6a53"
+checksum = "40ed8c51b5c37c057e5c7d5945ed807f1cecfba003bdb1a4c3036595dda287c7"
 dependencies = [
  "arrow",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-physical-expr",
  "indexmap 2.11.0",
  "itertools 0.14.0",
@@ -2416,9 +2386,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc6da0f2412088d23f6b01929dedd687b5aee63b19b674eb73d00c3eb3c883b7"
+checksum = "f678f5734147446e1adbee63be4b244c8f0e9cbd5c41525004ace3730190d03e"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2432,15 +2402,31 @@ dependencies = [
  "indexmap 2.11.0",
  "itertools 0.14.0",
  "log",
+ "parking_lot",
  "paste",
  "petgraph 0.8.2",
 ]
 
+[[package]]
+name = "datafusion-physical-expr-adapter"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "086877d4eca538e9cd1f28b917db0036efe0ad8b4fb7c702f520510672032c8d"
+dependencies = [
+ "arrow",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-functions",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "itertools 0.14.0",
+]
+
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcb0dbd9213078a593c3fe28783beaa625a4e6c6a6c797856ee2ba234311fb96"
+checksum = "f5c5d17f6a4f28f9849ee3449bb9b83406a718e4275c218bf37ca247ee123779"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2452,9 +2438,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d140854b2db3ef8ac611caad12bfb2e1e1de827077429322a6188f18fc0026a"
+checksum = "ab9fb8b3fba2634d444e0177862797dc1231e0e20bc4db291a15d39c0d4136c3"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2464,6 +2450,7 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
+ "datafusion-pruning",
  "itertools 0.14.0",
  "log",
  "recursive",
@@ -2471,9 +2458,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b46cbdf21a01206be76d467f325273b22c559c744a012ead5018dfe79597de08"
+checksum = "d5086cb2e579270173ff0eb38d60ba2a081f1d422a743fa673f6096920950eb5"
 dependencies = [
  "ahash 0.8.12",
  "arrow",
@@ -2485,6 +2472,7 @@ dependencies = [
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
@@ -2499,11 +2487,29 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "datafusion-pruning"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f84b866d906118c320459f30385048aeedbe36ac06973d3e4fa0cc5d60d722c"
+dependencies = [
+ "arrow",
+ "arrow-schema",
+ "datafusion-common",
+ "datafusion-datasource",
+ "datafusion-expr-common",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "itertools 0.14.0",
+ "log",
+]
+
 [[package]]
 name = "datafusion-session"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a72733766ddb5b41534910926e8da5836622316f6283307fd9fb7e19811a59c"
+checksum = "3820062b9dd2846954eeb844ff9fe3662977b7d2d74947647c779fabfa502508"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2525,11 +2531,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-spark"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4f469b1301a5a2dec8b944eacb7b1194ed8c0f8203ce460b7451bb6fa2e89060"
+checksum = "be97fa4bb06f2892b56162cf8a8a1a31a0afcb0cf7df56a556538d0474128e96"
 dependencies = [
  "arrow",
+ "chrono",
+ "crc32fast",
  "datafusion-catalog",
  "datafusion-common",
  "datafusion-execution",
@@ -2537,13 +2545,16 @@ dependencies = [
  "datafusion-functions",
  "datafusion-macros",
  "log",
+ "sha1",
+ "url",
+ "xxhash-rust",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5162338cdec9cc7ea13a0e6015c361acad5ec1d88d83f7c86301f789473971f"
+checksum = "375232baa851b2e9d09fcbe8906141a0ec6e0e058addc5565e0d3d790bb9d51d"
 dependencies = [
  "arrow",
  "bigdecimal",
@@ -2558,9 +2569,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sqllogictest"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3a05ab096d3dd4c234f4ecf3c9c08b71396ac1810d4d57d3a13049bbf8a1b30"
+checksum = "a131f73b716550163e03abb88b6107d6a2541ba63b92687214b81cf4711e5902"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2585,9 +2596,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-substrait"
-version = "48.0.1"
+version = "50.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af6029c08002772fb2c38a191d21a8b03af78750f42d9b896222f6b0e16c84cf"
+checksum = "dd3cff6283a943da81d5c89a3ada9ac5c4aa1230ab9ab2d7a95bc7b035dacdab"
 dependencies = [
  "async-recursion",
  "async-trait",
@@ -3313,6 +3324,12 @@ dependencies = [
  "foldhash",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+
 [[package]]
 name = "hashlink"
 version = "0.10.0"
@@ -3596,7 +3613,7 @@ name = "iceberg"
 version = "0.7.0"
 dependencies = [
  "anyhow",
- "apache-avro 0.20.0",
+ "apache-avro",
  "array-init",
  "arrow-arith",
  "arrow-array",
@@ -3647,7 +3664,7 @@ dependencies = [
  "tera",
  "thrift",
  "tokio",
- "typed-builder 0.20.1",
+ "typed-builder",
  "url",
  "uuid",
  "zstd",
@@ -3734,7 +3751,7 @@ dependencies = [
  "serde_json",
  "tokio",
  "tracing",
- "typed-builder 0.20.1",
+ "typed-builder",
  "uuid",
 ]
 
@@ -3763,7 +3780,7 @@ dependencies = [
  "sqlx",
  "tempfile",
  "tokio",
- "typed-builder 0.20.1",
+ "typed-builder",
 ]
 
 [[package]]
@@ -4010,14 +4027,14 @@ dependencies = [
 
 [[package]]
 name = "indicatif"
-version = "0.17.11"
+version = "0.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "183b3088984b400f4cfac3620d5e076c84da5364016b4f49473de574b2586235"
+checksum = "70a646d946d06bedbbc4cac4c218acf4bbf2d87757a784857025f4d447e4e1cd"
 dependencies = [
  "console",
- "number_prefix",
  "portable-atomic",
  "unicode-width 0.2.1",
+ "unit-prefix",
  "web-time",
 ]
 
@@ -4252,34 +4269,16 @@ dependencies = [
 ]
 
 [[package]]
-name = "libc"
-version = "0.2.175"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
-
-[[package]]
-name = "libflate"
-version = "2.1.0"
+name = "libbz2-rs-sys"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45d9dfdc14ea4ef0900c1cddbc8dcd553fbaacd8a4a282cf4018ae9dd04fb21e"
-dependencies = [
- "adler32",
- "core2",
- "crc32fast",
- "dary_heap",
- "libflate_lz77",
-]
+checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
 
 [[package]]
-name = "libflate_lz77"
-version = "2.1.0"
+name = "libc"
+version = "0.2.175"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6e0d73b369f386f1c44abd9c570d5318f55ccde816ff4b562fa452e5182863d"
-dependencies = [
- "core2",
- "hashbrown 0.14.5",
- "rle-decode-fast",
-]
+checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
 
 [[package]]
 name = "libloading"
@@ -4838,12 +4837,6 @@ dependencies = [
  "syn 2.0.106",
 ]
 
-[[package]]
-name = "number_prefix"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
-
 [[package]]
 name = "object"
 version = "0.36.7"
@@ -5015,9 +5008,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b17da4150748086bd43352bc77372efa9b6e3dbd06a04831d2a98c041c225cfa"
+checksum = "f0dbd48ad52d7dccf8ea1b90a3ddbfaea4f69878dd7683e51c507d4bc52b5b27"
 dependencies = [
  "ahash 0.8.12",
  "arrow-array",
@@ -5034,12 +5027,13 @@ dependencies = [
  "flate2",
  "futures",
  "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.0",
  "lz4_flex",
  "num",
  "num-bigint",
  "object_store",
  "paste",
+ "ring",
  "seq-macro",
  "simdutf8",
  "snap",
@@ -6069,12 +6063,6 @@ dependencies = [
  "syn 2.0.106",
 ]
 
-[[package]]
-name = "rle-decode-fast"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3582f63211428f83597b51b2ddb88e2a91a9d52d12831f9d08f5e624e8977422"
-
 [[package]]
 name = "roaring"
 version = "0.11.2"
@@ -6298,9 +6286,9 @@ checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
 
 [[package]]
 name = "rustyline"
-version = "16.0.0"
+version = "17.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62fd9ca5ebc709e8535e8ef7c658eb51457987e48c98ead2be482172accc408d"
+checksum = "e902948a25149d50edc1a8e0141aad50f54e22ba83ff988cf8f7c9ef07f50564"
 dependencies = [
  "bitflags",
  "cfg-if",
@@ -6315,7 +6303,7 @@ dependencies = [
  "unicode-segmentation",
  "unicode-width 0.2.1",
  "utf8parse",
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -6868,9 +6856,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.55.0"
+version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4521174166bac1ff04fe16ef4524c70144cd29682a45978978ca3d7f4e0be11"
+checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
 dependencies = [
  "log",
  "recursive",
@@ -7169,9 +7157,9 @@ dependencies = [
 
 [[package]]
 name = "substrait"
-version = "0.56.0"
+version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "13de2e20128f2a018dab1cfa30be83ae069219a65968c6f89df66ad124de2397"
+checksum = "de6d24c270c6c672a86c183c3a8439ba46c1936f93cf7296aa692de3b0ff0228"
 dependencies = [
  "heck",
  "pbjson",
@@ -7663,33 +7651,13 @@ version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
 
-[[package]]
-name = "typed-builder"
-version = "0.19.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a06fbd5b8de54c5f7c91f6fe4cebb949be2125d7758e630bb58b1d831dbce600"
-dependencies = [
- "typed-builder-macro 0.19.1",
-]
-
 [[package]]
 name = "typed-builder"
 version = "0.20.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cd9d30e3a08026c78f246b173243cf07b3696d274debd26680773b6773c2afc7"
 dependencies = [
- "typed-builder-macro 0.20.1",
-]
-
-[[package]]
-name = "typed-builder-macro"
-version = "0.19.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9534daa9fd3ed0bd911d462a37f172228077e7abf18c18a5f67199d959205f8"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
+ "typed-builder-macro",
 ]
 
 [[package]]
@@ -7857,6 +7825,12 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4a1a07cc7db3810833284e8d372ccdc6da29741639ecc70c9ec107df0fa6154c"
 
+[[package]]
+name = "unit-prefix"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "323402cff2dd658f39ca17c789b502021b3f18707c91cdf22e3838e1b4023817"
+
 [[package]]
 name = "unsafe-libyaml"
 version = "0.2.11"
@@ -8569,6 +8543,12 @@ version = "0.13.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "66fee0b777b0f5ac1c69bb06d361268faafa61cd4682ae064a171c16c433e9e4"
 
+[[package]]
+name = "xxhash-rust"
+version = "0.8.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
+
 [[package]]
 name = "xz2"
 version = "0.1.7"
diff --git a/Cargo.toml b/Cargo.toml
index 46c99cc3d8..c1cc38eb59 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -42,29 +42,29 @@ rust-version = "1.87"
 anyhow = "1.0.72"
 apache-avro = { version = "0.20", features = ["zstandard"] }
 array-init = "2"
-arrow-arith = { version = "55.1" }
-arrow-array = { version = "55.1" }
-arrow-buffer = { version = "55.1" }
-arrow-cast = { version = "55.1" }
-arrow-ord = { version = "55.1" }
-arrow-schema = { version = "55.1" }
-arrow-select = { version = "55.1" }
-arrow-string = { version = "55.1" }
+arrow-arith = { version = "56.0" }
+arrow-array = { version = "56.0" }
+arrow-buffer = { version = "56.0" }
+arrow-cast = { version = "56.0" }
+arrow-ord = { version = "56.0" }
+arrow-schema = { version = "56.0" }
+arrow-select = { version = "56.0" }
+arrow-string = { version = "56.0" }
 as-any = "0.3.2"
-async-trait = "0.1.88"
-aws-config = "1.8.1"
+async-trait = "0.1.89"
+aws-config = "1.8.8"
 aws-sdk-glue = "1.39"
-aws-sdk-s3tables = "1.28.0"
+aws-sdk-s3tables = "1.28"
 backon = "1.5.1"
 base64 = "0.22.1"
 bimap = "0.6"
 bytes = "1.10"
 chrono = "0.4.41"
-clap = { version = "4.5.41", features = ["derive", "cargo"] }
+clap = { version = "4.5.49", features = ["derive", "cargo"] }
 ctor = "0.2.8"
-datafusion = "48.0.1"
-datafusion-cli = "48.0.1"
-datafusion-sqllogictest = "48.0.1"
+datafusion = "50.0"
+datafusion-cli = "50.0"
+datafusion-sqllogictest = "50.0"
 derive_builder = "0.20"
 dirs = "6"
 enum-ordinalize = "4.3.0"
@@ -81,48 +81,48 @@ iceberg-catalog-hms = { version = "0.7.0", path = "./crates/catalog/hms" }
 iceberg-catalog-rest = { version = "0.7.0", path = "./crates/catalog/rest" }
 iceberg-catalog-s3tables = { version = "0.7.0", path = "./crates/catalog/s3tables" }
 iceberg-datafusion = { version = "0.7.0", path = "./crates/integrations/datafusion" }
-indicatif = "0.17"
+indicatif = "0.18"
 itertools = "0.13"
-linkedbytes = "0.1.8"
-metainfo = "0.7.14"
-mimalloc = "0.1.46"
-mockall = "0.13.1"
+linkedbytes = "0.1"
+metainfo = "0.7"
+mimalloc = "0.1"
+mockall = "0.13"
 mockito = "1"
-motore-macros = "0.4.3"
+motore-macros = "0.4"
 murmur3 = "0.5.2"
 num-bigint = "0.4.6"
 once_cell = "1.20"
 opendal = "0.54.0"
 ordered-float = "4"
-parquet = "55.1"
+parquet = "56.0"
 pilota = "0.11.10"
 port_scanner = "0.1.5"
 pretty_assertions = "1.4"
 rand = "0.8.5"
-regex = "1.10.5"
-reqwest = { version = "0.12.12", default-features = false, features = ["json"] }
+regex = "1.12.2"
+reqwest = { version = "0.12.24", default-features = false, features = ["json"] }
 roaring = { version = "0.11" }
-rust_decimal = "1.37.1"
-serde = { version = "1.0.219", features = ["rc"] }
-serde_bytes = "0.11.17"
-serde_derive = "1.0.219"
-serde_json = "1.0.142"
-serde_repr = "0.1.16"
+rust_decimal = "1.39.0"
+serde = { version = "1.0.228", features = ["rc"] }
+serde_bytes = "0.11.19"
+serde_derive = "1.0.228"
+serde_json = "1.0.145"
+serde_repr = "0.1"
 serde_with = "3.4"
-smol = "2.0.2"
-sqllogictest = "0.28.3"
-stacker = "0.1.20"
+smol = "2.0"
+sqllogictest = "0.28.4"
+stacker = "0.1"
 strum = "0.27.2"
 tempfile = "3.18"
 tera = "1"
 thrift = "0.17.0"
-tokio = { version = "1.46.1", default-features = false }
+tokio = { version = "1.48.0", default-features = false }
 toml = "0.8"
-tracing = "0.1.40"
-tracing-subscriber = "0.3.8"
+tracing = "0.1.41"
+tracing-subscriber = "0.3.20"
 typed-builder = "0.20"
-url = "2.5.4"
+url = "2.5.7"
 uuid = { version = "1.18", features = ["v7"] }
-volo = "0.10.6"
+volo = "0.10.7"
 volo-thrift = "0.10.8"
 zstd = "0.13.3"
diff --git a/crates/catalog/sql/Cargo.toml b/crates/catalog/sql/Cargo.toml
index 33ca700bf7..e9e68c4316 100644
--- a/crates/catalog/sql/Cargo.toml
+++ b/crates/catalog/sql/Cargo.toml
@@ -31,14 +31,14 @@ repository = { workspace = true }
 [dependencies]
 async-trait = { workspace = true }
 iceberg = { workspace = true }
-sqlx = { version = "0.8.1", features = ["any"], default-features = false }
+sqlx = { version = "0.8", features = ["any"], default-features = false }
 typed-builder = { workspace = true }
 
 [dev-dependencies]
 iceberg_test_utils = { path = "../../test_utils", features = ["tests"] }
 itertools = { workspace = true }
-regex = "1.10.5"
-sqlx = { version = "0.8.1", features = [
+regex = { workspace = true }
+sqlx = { version = "0.8", features = [
   "tls-rustls",
   "runtime-tokio",
   "any",
diff --git a/crates/iceberg/src/arrow/reader.rs b/crates/iceberg/src/arrow/reader.rs
index 05aa6a4c9f..898968a5e6 100644
--- a/crates/iceberg/src/arrow/reader.rs
+++ b/crates/iceberg/src/arrow/reader.rs
@@ -39,7 +39,9 @@ use parquet::arrow::arrow_reader::{
 };
 use parquet::arrow::async_reader::AsyncFileReader;
 use parquet::arrow::{PARQUET_FIELD_ID_META_KEY, ParquetRecordBatchStreamBuilder, ProjectionMask};
-use parquet::file::metadata::{ParquetMetaData, ParquetMetaDataReader, RowGroupMetaData};
+use parquet::file::metadata::{
+    PageIndexPolicy, ParquetMetaData, ParquetMetaDataReader, RowGroupMetaData,
+};
 use parquet::schema::types::{SchemaDescriptor, Type as ParquetType};
 
 use crate::arrow::caching_delete_file_loader::CachingDeleteFileLoader;
@@ -1390,9 +1392,21 @@ impl<R: FileRead> AsyncFileReader for ArrowFileReader<R> {
         async move {
             let reader = ParquetMetaDataReader::new()
                 .with_prefetch_hint(self.metadata_size_hint)
-                .with_column_indexes(self.preload_column_index)
-                .with_page_indexes(self.preload_page_index)
-                .with_offset_indexes(self.preload_offset_index);
+                .with_column_index_policy(if self.preload_column_index {
+                    PageIndexPolicy::Optional
+                } else {
+                    PageIndexPolicy::Skip
+                })
+                .with_page_index_policy(if self.preload_page_index {
+                    PageIndexPolicy::Optional
+                } else {
+                    PageIndexPolicy::Skip
+                })
+                .with_offset_index_policy(if self.preload_offset_index {
+                    PageIndexPolicy::Optional
+                } else {
+                    PageIndexPolicy::Skip
+                });
             let size = self.meta.size;
             let meta = reader.load_and_finish(self, size).await?;
 
diff --git a/crates/integrations/datafusion/src/physical_plan/commit.rs b/crates/integrations/datafusion/src/physical_plan/commit.rs
index 48373f11e2..6bba89fce5 100644
--- a/crates/integrations/datafusion/src/physical_plan/commit.rs
+++ b/crates/integrations/datafusion/src/physical_plan/commit.rs
@@ -86,7 +86,10 @@ impl IcebergCommitExec {
         let count_array = Arc::new(UInt64Array::from(vec![count])) as ArrayRef;
 
         RecordBatch::try_from_iter_with_nullable(vec![("count", count_array, false)]).map_err(|e| {
-            DataFusionError::ArrowError(e, Some("Failed to make count batch!".to_string()))
+            DataFusionError::ArrowError(
+                Box::new(e),
+                Some("Failed to make count batch!".to_string()),
+            )
         })
     }
 
diff --git a/crates/integrations/datafusion/src/physical_plan/write.rs b/crates/integrations/datafusion/src/physical_plan/write.rs
index 7bff239222..04a42cc4ed 100644
--- a/crates/integrations/datafusion/src/physical_plan/write.rs
+++ b/crates/integrations/datafusion/src/physical_plan/write.rs
@@ -96,7 +96,10 @@ impl IcebergWriteExec {
         let files_array = Arc::new(StringArray::from(data_files)) as ArrayRef;
 
         RecordBatch::try_new(Self::make_result_schema(), vec![files_array]).map_err(|e| {
-            DataFusionError::ArrowError(e, Some("Failed to make result batch".to_string()))
+            DataFusionError::ArrowError(
+                Box::new(e),
+                Some("Failed to make result batch".to_string()),
+            )
         })
     }
 
diff --git a/crates/integrations/datafusion/src/table/table_provider_factory.rs b/crates/integrations/datafusion/src/table/table_provider_factory.rs
index a6d3146e54..e8e87dd318 100644
--- a/crates/integrations/datafusion/src/table/table_provider_factory.rs
+++ b/crates/integrations/datafusion/src/table/table_provider_factory.rs
@@ -241,7 +241,7 @@ mod tests {
             options: Default::default(),
             table_partition_cols: Default::default(),
             order_exprs: Default::default(),
-            constraints: Constraints::empty(),
+            constraints: Constraints::default(),
             column_defaults: Default::default(),
             if_not_exists: Default::default(),
             temporary: false,