diff --git a/Cargo.lock b/Cargo.lock
index 4e7c65f..bc09a4a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,15 +2,6 @@
 # It is not intended for manual editing.
 version = 4
 
-[[package]]
-name = "addr2line"
-version = "0.25.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b5d307320b3181d6d7954e663bd7c774a838b8220fe0593c86d9fb09f498b4b"
-dependencies = [
- "gimli",
-]
-
 [[package]]
 name = "adler2"
 version = "2.0.1"
@@ -155,19 +146,37 @@ version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
 dependencies = [
- "arrow-arith",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
+ "arrow-arith 56.2.0",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-ord 56.2.0",
+ "arrow-row 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
+ "arrow-string 56.2.0",
+]
+
+[[package]]
+name = "arrow"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e4754a624e5ae42081f464514be454b39711daae0458906dacde5f4c632f33a8"
+dependencies = [
+ "arrow-arith 57.3.0",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-cast 57.3.0",
  "arrow-csv",
- "arrow-data",
+ "arrow-data 57.3.0",
  "arrow-ipc",
  "arrow-json",
- "arrow-ord",
- "arrow-row",
- "arrow-schema",
- "arrow-select",
- "arrow-string",
+ "arrow-ord 57.3.0",
+ "arrow-row 57.3.0",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
+ "arrow-string 57.3.0",
 ]
 
 [[package]]
@@ -176,14 +185,28 @@ version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "chrono",
  "num",
 ]
 
+[[package]]
+name = "arrow-arith"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7b3141e0ec5145a22d8694ea8b6d6f69305971c4fa1c1a13ef0195aef2d678b"
+dependencies = [
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "chrono",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-array"
 version = "56.2.0"
@@ -191,16 +214,34 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
 dependencies = [
  "ahash 0.8.12",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "chrono",
- "chrono-tz",
  "half",
- "hashbrown 0.16.0",
+ "hashbrown 0.16.1",
  "num",
 ]
 
+[[package]]
+name = "arrow-array"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4c8955af33b25f3b175ee10af580577280b4bd01f7e823d94c7cdef7cf8c9aef"
+dependencies = [
+ "ahash 0.8.12",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "chrono",
+ "chrono-tz",
+ "half",
+ "hashbrown 0.16.1",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-buffer"
 version = "56.2.0"
@@ -212,17 +253,29 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-buffer"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c697ddca96183182f35b3a18e50b9110b11e916d7b7799cbfd4d34662f2c56c2"
+dependencies = [
+ "bytes",
+ "half",
+ "num-bigint",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-cast"
 version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
  "atoi",
  "base64 0.22.1",
  "chrono",
@@ -233,15 +286,37 @@ dependencies = [
  "ryu",
 ]
 
+[[package]]
+name = "arrow-cast"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "646bbb821e86fd57189c10b4fcdaa941deaf4181924917b0daa92735baa6ada5"
+dependencies = [
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-ord 57.3.0",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
+ "atoi",
+ "base64 0.22.1",
+ "chrono",
+ "comfy-table",
+ "half",
+ "lexical-core",
+ "num-traits",
+ "ryu",
+]
+
 [[package]]
 name = "arrow-csv"
-version = "56.2.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
+checksum = "8da746f4180004e3ce7b83c977daf6394d768332349d3d913998b10a120b790a"
 dependencies = [
- "arrow-array",
- "arrow-cast",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-cast 57.3.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "csv",
  "csv-core",
@@ -254,23 +329,36 @@ version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
 dependencies = [
- "arrow-buffer",
- "arrow-schema",
+ "arrow-buffer 56.2.0",
+ "arrow-schema 56.2.0",
  "half",
  "num",
 ]
 
+[[package]]
+name = "arrow-data"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fdd994a9d28e6365aa78e15da3f3950c0fdcea6b963a12fa1c391afb637b304"
+dependencies = [
+ "arrow-buffer 57.3.0",
+ "arrow-schema 57.3.0",
+ "half",
+ "num-integer",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-ipc"
-version = "56.2.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
+checksum = "abf7df950701ab528bf7c0cf7eeadc0445d03ef5d6ffc151eaae6b38a58feff1"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
  "flatbuffers",
  "lz4_flex",
  "zstd",
@@ -278,22 +366,24 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "56.2.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
+checksum = "0ff8357658bedc49792b13e2e862b80df908171275f8e6e075c460da5ee4bf86"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-cast 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "chrono",
  "half",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
+ "itoa",
  "lexical-core",
  "memchr",
- "num",
- "serde",
+ "num-traits",
+ "ryu",
+ "serde_core",
  "serde_json",
  "simdutf8",
 ]
@@ -304,11 +394,24 @@ version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
+]
+
+[[package]]
+name = "arrow-ord"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7d8f1870e03d4cbed632959498bcc84083b5a24bded52905ae1695bd29da45b"
+dependencies = [
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
 ]
 
 [[package]]
@@ -317,10 +420,23 @@ version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "half",
+]
+
+[[package]]
+name = "arrow-row"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "18228633bad92bff92a95746bbeb16e5fc318e8382b75619dec26db79e4de4c0"
+dependencies = [
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
  "half",
 ]
 
@@ -331,7 +447,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
 dependencies = [
  "bitflags 2.9.4",
- "serde",
+]
+
+[[package]]
+name = "arrow-schema"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8c872d36b7bf2a6a6a2b40de9156265f0242910791db366a2c17476ba8330d68"
+dependencies = [
+ "serde_core",
  "serde_json",
 ]
 
@@ -342,30 +466,61 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
 dependencies = [
  "ahash 0.8.12",
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "num",
 ]
 
+[[package]]
+name = "arrow-select"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "68bf3e3efbd1278f770d67e5dc410257300b161b93baedb3aae836144edcaf4b"
+dependencies = [
+ "ahash 0.8.12",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "num-traits",
+]
+
 [[package]]
 name = "arrow-string"
 version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
  "memchr",
  "num",
  "regex",
  "regex-syntax",
 ]
 
+[[package]]
+name = "arrow-string"
+version = "57.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85e968097061b3c0e9fe3079cf2e703e487890700546b5b0647f60fca1b5a8d8"
+dependencies = [
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-data 57.3.0",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
+ "memchr",
+ "num-traits",
+ "regex",
+ "regex-syntax",
+]
+
 [[package]]
 name = "async-compression"
 version = "0.4.19"
@@ -391,7 +546,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -738,21 +893,6 @@ dependencies = [
  "tracing",
 ]
 
-[[package]]
-name = "backtrace"
-version = "0.3.76"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bb531853791a215d7c62a30daf0dde835f381ab5de4589cfe7c649d2cbe92bd6"
-dependencies = [
- "addr2line",
- "cfg-if",
- "libc",
- "miniz_oxide",
- "object",
- "rustc-demangle",
- "windows-link",
-]
-
 [[package]]
 name = "base16ct"
 version = "0.1.1"
@@ -817,7 +957,7 @@ dependencies = [
  "regex",
  "rustc-hash",
  "shlex",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -948,7 +1088,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -1033,9 +1173,9 @@ dependencies = [
 
 [[package]]
 name = "bzip2"
-version = "0.6.0"
+version = "0.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bea8dcd42434048e4f7a304411d9273a411f647446c1234a65ce0554923f4cff"
+checksum = "f3a53fac24f34a81bc9954b5d6cfce0c21e18ec6959f44f56e8e90e4bb7c346c"
 dependencies = [
  "libbz2-rs-sys",
 ]
@@ -1155,7 +1295,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -1398,7 +1538,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -1409,7 +1549,7 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -1428,22 +1568,22 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4016a135c11820d9c9884a1f7924d5456c563bd3657b7d691a6e7b937a452df7"
+checksum = "8ba7cb113e9c0bedf9e9765926031e132fa05a1b09ba6e93a6d1a4d7044457b8"
 dependencies = [
- "arrow",
- "arrow-ipc",
- "arrow-schema",
+ "arrow 57.3.0",
+ "arrow-schema 57.3.0",
  "async-trait",
  "bytes",
- "bzip2 0.6.0",
+ "bzip2 0.6.1",
  "chrono",
  "datafusion-catalog",
  "datafusion-catalog-listing",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
+ "datafusion-datasource-arrow",
  "datafusion-datasource-csv",
  "datafusion-datasource-json",
  "datafusion-datasource-parquet",
@@ -1465,7 +1605,6 @@ dependencies = [
  "datafusion-sql",
  "flate2",
  "futures",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -1473,6 +1612,7 @@ dependencies = [
  "parquet",
  "rand 0.9.2",
  "regex",
+ "rstest",
  "sqlparser",
  "tempfile",
  "tokio",
@@ -1484,11 +1624,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1721d3973afeb8a0c3f235a79101cc61e4a558dd3f02fdc9ae6c61e882e544d9"
+checksum = "66a3a799f914a59b1ea343906a0486f17061f39509af74e874a866428951130d"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "dashmap",
  "datafusion-common",
@@ -1499,7 +1639,6 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-plan",
  "datafusion-session",
- "datafusion-sql",
  "futures",
  "itertools 0.14.0",
  "log",
@@ -1510,11 +1649,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44841d3efb0c89c6a5ac6fde5ac61d4f2474a2767f170db6d97300a8b4df8904"
+checksum = "6db1b113c80d7a0febcd901476a57aef378e717c54517a163ed51417d87621b0"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "datafusion-catalog",
  "datafusion-common",
@@ -1522,10 +1661,11 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
- "datafusion-session",
  "futures",
+ "itertools 0.14.0",
  "log",
  "object_store",
  "tokio",
@@ -1533,19 +1673,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eabb89b9d1ea8198d174b0838b91b40293b780261d694d6ac59bd20c38005115"
+checksum = "7c10f7659e96127d25e8366be7c8be4109595d6a2c3eac70421f380a7006a1b0"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 57.3.0",
  "arrow-ipc",
- "base64 0.22.1",
  "chrono",
  "half",
  "hashbrown 0.14.5",
  "hex",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "libc",
  "log",
  "object_store",
@@ -1559,9 +1698,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f03fe3936f978fe8e76776d14ad8722e33843b01d81d11707ca72d54d2867787"
+checksum = "b92065bbc6532c6651e2f7dd30b55cba0c7a14f860c7e1d15f165c41a1868d95"
 dependencies = [
  "futures",
  "log",
@@ -1570,15 +1709,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4543216d2f4fc255780a46ae9e062e50c86ac23ecab6718cc1ba3fe4a8d5a8f2"
+checksum = "fde13794244bc7581cd82f6fff217068ed79cdc344cafe4ab2c3a1c3510b38d6"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-compression",
  "async-trait",
  "bytes",
- "bzip2 0.6.0",
+ "bzip2 0.6.1",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
@@ -1595,9 +1734,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "object_store",
- "parquet",
  "rand 0.9.2",
- "tempfile",
  "tokio",
  "tokio-util",
  "url",
@@ -1605,22 +1742,44 @@ dependencies = [
  "zstd",
 ]
 
+[[package]]
+name = "datafusion-datasource-arrow"
+version = "51.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "804fa9b4ecf3157982021770617200ef7c1b2979d57bec9044748314775a9aea"
+dependencies = [
+ "arrow 57.3.0",
+ "arrow-ipc",
+ "async-trait",
+ "bytes",
+ "datafusion-common",
+ "datafusion-common-runtime",
+ "datafusion-datasource",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-session",
+ "futures",
+ "itertools 0.14.0",
+ "object_store",
+ "tokio",
+]
+
 [[package]]
 name = "datafusion-datasource-csv"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ab662d4692ca5929ce32eb609c6c8a741772537d98363b3efb3bc68148cd530"
+checksum = "61a1641a40b259bab38131c5e6f48fac0717bedb7dc93690e604142a849e0568"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -1632,75 +1791,68 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dad4492ba9a2fca417cb211f8f05ffeb7f12a1f0f8e5bdcf548c353ff923779"
+checksum = "adeacdb00c1d37271176f8fb6a1d8ce096baba16ea7a4b2671840c5c9c64fe85"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
  "object_store",
- "serde_json",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2925432ce04847cc09b4789a53fc22b0fdf5f2e73289ad7432759d76c6026e9e"
+checksum = "43d0b60ffd66f28bfb026565d62b0a6cbc416da09814766a3797bba7d85a3cd9"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-functions-aggregate",
+ "datafusion-functions-aggregate-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
- "datafusion-physical-optimizer",
  "datafusion-physical-plan",
  "datafusion-pruning",
  "datafusion-session",
  "futures",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
  "parking_lot",
  "parquet",
- "rand 0.9.2",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b71f8c2c0d5c57620003c3bf1ee577b738404a7fd9642f6cf73d10e44ffaa70f"
+checksum = "2b99e13947667b36ad713549237362afb054b2d8f8cc447751e23ec61202db07"
 
 [[package]]
 name = "datafusion-ducklake"
 version = "0.0.5"
 dependencies = [
  "anyhow",
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "aws-credential-types",
  "aws-sdk-s3",
@@ -1725,11 +1877,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-execution"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa51cf4d253927cb65690c05a18e7720cdda4c47c923b0dd7d641f7fcfe21b14"
+checksum = "63695643190679037bc946ad46a263b62016931547bf119859c511f7ff2f5178"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "dashmap",
  "datafusion-common",
@@ -1746,11 +1898,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a347435cfcd1de0498c8410d32e0b1fc3920e198ce0378f8e259da717af9e0f"
+checksum = "f9a4787cbf5feb1ab351f789063398f67654a6df75c4d37d7f637dc96f951a91"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "chrono",
  "datafusion-common",
@@ -1759,7 +1911,8 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
+ "itertools 0.14.0",
  "paste",
  "recursive",
  "serde_json",
@@ -1768,25 +1921,25 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e73951bdf1047d7af212bb11310407230b4067921df648781ae7f7f1241e87e"
+checksum = "5ce2fb1b8c15c9ac45b0863c30b268c69dc9ee7a1ee13ecf5d067738338173dc"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a3b181e79552d764a2589910d1e0420ef41b07ab97c3e3efdbce612b692141e7"
+checksum = "794a9db7f7b96b3346fc007ff25e994f09b8f0511b4cf7dff651fadfe3ebb28f"
 dependencies = [
- "arrow",
- "arrow-buffer",
+ "arrow 57.3.0",
+ "arrow-buffer 57.3.0",
  "base64 0.22.1",
  "blake2",
  "blake3",
@@ -1801,6 +1954,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
+ "num-traits",
  "rand 0.9.2",
  "regex",
  "sha2",
@@ -1810,12 +1964,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b7e8cfb3b3f9e48e756939c85816b388264bed378d166a993fb265d800e1c83c"
+checksum = "1c25210520a9dcf9c2b2cbbce31ebd4131ef5af7fc60ee92b266dc7d159cb305"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
@@ -1831,12 +1985,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9501537e235e4e86828bc8bf4e22968c1514c2cb4c860b7c7cf7dc99e172d43c"
+checksum = "62f4a66f3b87300bb70f4124b55434d2ae3fe80455f3574701d0348da040b55d"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-expr-common",
  "datafusion-physical-expr-common",
@@ -1844,16 +1998,17 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6cbc3ecce122389530af091444e923f2f19153c38731893f5b798e19a46fbf86"
+checksum = "ae5c06eed03918dc7fe7a9f082a284050f0e9ecf95d72f57712d1496da03b8c4"
 dependencies = [
- "arrow",
- "arrow-ord",
+ "arrow 57.3.0",
+ "arrow-ord 57.3.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-functions",
  "datafusion-functions-aggregate",
  "datafusion-functions-aggregate-common",
@@ -1866,11 +2021,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8ad370763644d6626b15900fe2268e7d55c618fadf5cff3a7f717bb6fb50ec1"
+checksum = "db4fed1d71738fbe22e2712d71396db04c25de4111f1ec252b8f4c6d3b25d7f5"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "async-trait",
  "datafusion-catalog",
  "datafusion-common",
@@ -1882,11 +2037,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44b14fc52c77461f359d1697826a4373c7887a6adfca94eedc81c35decd0df9f"
+checksum = "1d92206aa5ae21892f1552b4d61758a862a70956e6fd7a95cb85db1de74bc6d1"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-expr",
@@ -1900,9 +2055,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "851c80de71ff8bc9be7f8478f26e8060e25cab868a36190c4ebdaacc72ceade1"
+checksum = "53ae9bcc39800820d53a22d758b3b8726ff84a5a3e24cecef04ef4e5fdf1c7cc"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -1910,28 +2065,28 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "386208ac4f475a099920cdbe9599188062276a09cb4c3f02efdc54e0c015ab14"
+checksum = "1063ad4c9e094b3f798acee16d9a47bd7372d9699be2de21b05c3bd3f34ab848"
 dependencies = [
- "datafusion-expr",
+ "datafusion-doc",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b20ff1cec8c23fbab8523e2937790fb374b92d3b273306a64b7d8889ff3b8614"
+checksum = "9f35f9ec5d08b87fd1893a30c2929f2559c2f9806ca072d8fefca5009dc0f06a"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-physical-expr",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "log",
  "recursive",
@@ -1941,12 +2096,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "945659046d27372e38e8a37927f0b887f50846202792063ad6b197c6eaf9fb5b"
+checksum = "c30cc8012e9eedcb48bbe112c6eff4ae5ed19cf3003cb0f505662e88b7014c5d"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-expr",
  "datafusion-expr-common",
@@ -1954,9 +2109,8 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
- "log",
  "parking_lot",
  "paste",
  "petgraph",
@@ -1964,11 +2118,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "50.0.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2da3a7429a555dd5ff0bec4d24bd5532ec43876764088da635cad55b2f178dc2"
+checksum = "7f9ff2dbd476221b1f67337699eff432781c4e6e1713d2aefdaa517dfbf79768"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-expr",
  "datafusion-functions",
@@ -1979,12 +2133,12 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "218d60e94d829d8a52bf50e694f2f567313508f0c684af4954def9f774ce3518"
+checksum = "90da43e1ec550b172f34c87ec68161986ced70fd05c8d2a2add66eef9c276f03"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-expr-common",
  "hashbrown 0.14.5",
@@ -1993,11 +2147,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f96a93ebfd35cc52595e85c3100730a5baa6def39ff5390d6f90d2f3f89ce53f"
+checksum = "ce9804f799acd7daef3be7aaffe77c0033768ed8fdbf5fb82fc4c5f2e6bc14e6"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-execution",
  "datafusion-expr",
@@ -2007,20 +2161,19 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-pruning",
  "itertools 0.14.0",
- "log",
  "recursive",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f6516a95911f763f05ec29bddd6fe987a0aa987409c213eac12faa5db7f3c9c"
+checksum = "0acf0ad6b6924c6b1aa7d213b181e012e2d3ec0a64ff5b10ee6282ab0f8532ac"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
- "arrow-ord",
- "arrow-schema",
+ "arrow 57.3.0",
+ "arrow-ord 57.3.0",
+ "arrow-schema 57.3.0",
  "async-trait",
  "chrono",
  "datafusion-common",
@@ -2034,7 +2187,7 @@ dependencies = [
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "itertools 0.14.0",
  "log",
  "parking_lot",
@@ -2044,12 +2197,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40befe63ab3bd9f3b05d02d13466055aa81876ad580247b10bdde1ba3782cebb"
+checksum = "ac2c2498a1f134a9e11a9f5ed202a2a7d7e9774bd9249295593053ea3be999db"
 dependencies = [
- "arrow",
- "arrow-schema",
+ "arrow 57.3.0",
  "datafusion-common",
  "datafusion-datasource",
  "datafusion-expr-common",
@@ -2062,39 +2214,30 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26aa059f478e6fa31158e80e4685226490b39f67c2e357401e26da84914be8b2"
+checksum = "8f96eebd17555386f459037c65ab73aae8df09f464524c709d6a3134ad4f4776"
 dependencies = [
- "arrow",
  "async-trait",
- "dashmap",
  "datafusion-common",
- "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-plan",
- "datafusion-sql",
- "futures",
- "itertools 0.14.0",
- "log",
- "object_store",
  "parking_lot",
- "tokio",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "50.1.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ea3ce7cb3c31bfc6162026f6f4b11eb5a3a83c8a6b88d8b9c529ddbe97d53525"
+checksum = "3fc195fe60634b2c6ccfd131b487de46dc30eccae8a3c35a13f136e7f440414f"
 dependencies = [
- "arrow",
+ "arrow 57.3.0",
  "bigdecimal",
+ "chrono",
  "datafusion-common",
  "datafusion-expr",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "log",
  "recursive",
  "regex",
@@ -2152,7 +2295,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -2178,7 +2321,7 @@ version = "1.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a093eed1c714143b257b95fa323e38527fabf05fbf02bb0d5d2045275ffdaef"
 dependencies = [
- "arrow",
+ "arrow 56.2.0",
  "cast",
  "fallible-iterator",
  "fallible-streaming-iterator",
@@ -2241,7 +2384,7 @@ dependencies = [
  "enum-ordinalize",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -2290,7 +2433,7 @@ checksum = "8ca9601fb2d62598ee17836250842873a413586e5d7ed88b356e38ddbb0ec631"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -2530,7 +2673,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -2545,6 +2688,12 @@ version = "0.3.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f90f7dce0722e95104fcb095585910c0977252f286e354b5e3bd38902cd99988"
 
+[[package]]
+name = "futures-timer"
+version = "3.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f288b0a4f20f9a56b5d1da57e2227c661b7b16168e2f72365f57b63326e29b24"
+
 [[package]]
 name = "futures-util"
 version = "0.3.31"
@@ -2600,12 +2749,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "gimli"
-version = "0.32.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e629b9b98ef3dd8afe6ca2bd0f89306cec16d43d907889945bc5d6687f2f13c7"
-
 [[package]]
 name = "glob"
 version = "0.3.3"
@@ -2635,7 +2778,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2654,7 +2797,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.3.1",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -2705,9 +2848,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.16.0"
+version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
 
 [[package]]
 name = "hashlink"
@@ -3115,12 +3258,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.11.4"
+version = "2.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b0f83760fb341a774ed326568e19f5a863af4a952def8c39f9ab92fd95b88e5"
+checksum = "7714e70437a7dc3ac8eb7e6f8df75fd8eb422675fc7678aff7364301092b1017"
 dependencies = [
  "equivalent",
- "hashbrown 0.16.0",
+ "hashbrown 0.16.1",
  "serde",
  "serde_core",
 ]
@@ -3131,17 +3274,6 @@ version = "3.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
 
-[[package]]
-name = "io-uring"
-version = "0.7.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "046fa2d4d00aea763528b4950358d0ead425372445dc8ff86312b3c69ff7727b"
-dependencies = [
- "bitflags 2.9.4",
- "cfg-if",
- "libc",
-]
-
 [[package]]
 name = "ipnet"
 version = "2.11.0"
@@ -3404,9 +3536,9 @@ checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
 [[package]]
 name = "lz4_flex"
-version = "0.11.5"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08ab2867e3eeeca90e844d1940eab391c9dc5228783db2ed999acbc0a9ed375a"
+checksum = "ab6473172471198271ff72e9379150e9dfd70d8e533e0752a27e515b48dd375e"
 dependencies = [
  "twox-hash",
 ]
@@ -3571,15 +3703,6 @@ dependencies = [
  "libm",
 ]
 
-[[package]]
-name = "object"
-version = "0.37.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff76201f031d8863c38aa7f905eca4f53abbfa15f609db4277d44cd8938f33fe"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "object_store"
 version = "0.12.4"
@@ -3697,18 +3820,18 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "56.2.0"
+version = "57.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0dbd48ad52d7dccf8ea1b90a3ddbfaea4f69878dd7683e51c507d4bc52b5b27"
+checksum = "6ee96b29972a257b855ff2341b37e61af5f12d6af1158b6dcdb5b31ea07bb3cb"
 dependencies = [
  "ahash 0.8.12",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
+ "arrow-array 57.3.0",
+ "arrow-buffer 57.3.0",
+ "arrow-cast 57.3.0",
+ "arrow-data 57.3.0",
  "arrow-ipc",
- "arrow-schema",
- "arrow-select",
+ "arrow-schema 57.3.0",
+ "arrow-select 57.3.0",
  "base64 0.22.1",
  "brotli",
  "bytes",
@@ -3716,10 +3839,11 @@ dependencies = [
  "flate2",
  "futures",
  "half",
- "hashbrown 0.16.0",
+ "hashbrown 0.16.1",
  "lz4_flex",
- "num",
  "num-bigint",
+ "num-integer",
+ "num-traits",
  "object_store",
  "paste",
  "ring",
@@ -3754,7 +3878,7 @@ dependencies = [
  "regex",
  "regex-syntax",
  "structmeta",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -3786,7 +3910,7 @@ checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
  "fixedbitset",
  "hashbrown 0.15.5",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "serde",
 ]
 
@@ -3888,7 +4012,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4100,7 +4224,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4138,14 +4262,14 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.3"
+version = "1.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b5288124840bee7b386bc413c487869b360b2b4ec421ea56425128692f2a82c"
+checksum = "e10754a14b9137dd7b1e3e5b0493cc9171fdd105e0ab477f51b72e7f3ac0e276"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -4155,9 +4279,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.11"
+version = "0.4.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "833eb9ce86d40ef33cb1306d8accf7bc8ec2bfea4355cbdebb3df68b40925cad"
+checksum = "6e1dd4122fc1595e8162618945476892eefca7b88c52820e74af6262213cae8f"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -4176,6 +4300,12 @@ version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "caf4aa5b0f434c91fe5c7f1ecb6a5ece2130b02ad2a590589dda5146df959001"
 
+[[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"
@@ -4301,6 +4431,35 @@ dependencies = [
  "zeroize",
 ]
 
+[[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 2.0.115",
+ "unicode-ident",
+]
+
 [[package]]
 name = "rust_decimal"
 version = "1.38.0"
@@ -4317,12 +4476,6 @@ dependencies = [
  "serde_json",
 ]
 
-[[package]]
-name = "rustc-demangle"
-version = "0.1.26"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "56f7d92ca342cea22a06f2121d944b4fd82af56988c270852495420f961d4ace"
-
 [[package]]
 name = "rustc-hash"
 version = "2.1.1"
@@ -4617,7 +4770,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4641,7 +4794,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4666,7 +4819,7 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "schemars 0.9.0",
  "schemars 1.0.4",
  "serde_core",
@@ -4684,7 +4837,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4864,9 +5017,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.58.0"
+version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
+checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
 dependencies = [
  "log",
  "recursive",
@@ -4881,7 +5034,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4916,7 +5069,7 @@ dependencies = [
  "futures-util",
  "hashbrown 0.15.5",
  "hashlink",
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "log",
  "memchr",
  "once_cell",
@@ -4942,7 +5095,7 @@ dependencies = [
  "quote",
  "sqlx-core",
  "sqlx-macros-core",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -4965,7 +5118,7 @@ dependencies = [
  "sqlx-mysql",
  "sqlx-postgres",
  "sqlx-sqlite",
- "syn 2.0.106",
+ "syn 2.0.115",
  "tokio",
  "url",
 ]
@@ -5121,7 +5274,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "structmeta-derive",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5132,7 +5285,7 @@ checksum = "152a0b65a590ff6c3da95cabe2353ee04e6167c896b28e3b14478c2636c922fc"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5160,7 +5313,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5172,7 +5325,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5204,9 +5357,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.106"
+version = "2.0.115"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
+checksum = "6e614ed320ac28113fa64972c4262d5dbc89deacdfd00c34a3e4cea073243c12"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5230,7 +5383,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5318,7 +5471,7 @@ checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5399,33 +5552,30 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.47.1"
+version = "1.49.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89e49afdadebb872d3145a5638b59eb0691ea23e46ca484037cfab3b76b95038"
+checksum = "72a2903cd7736441aac9df9d7688bd0ce48edccaadf181c3b90be801e81d3d86"
 dependencies = [
- "backtrace",
  "bytes",
- "io-uring",
  "libc",
  "mio",
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "slab",
  "socket2 0.6.0",
  "tokio-macros",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.5.0"
+version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
+checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5502,7 +5652,7 @@ version = "0.23.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6485ef6d0d9b5d0ec17244ff7eb05310113c3f316f2d14200d4de56b3cb98f8d"
 dependencies = [
- "indexmap 2.11.4",
+ "indexmap 2.13.0",
  "toml_datetime",
  "toml_parser",
  "winnow",
@@ -5582,7 +5732,7 @@ checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5788,7 +5938,7 @@ dependencies = [
  "log",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
  "wasm-bindgen-shared",
 ]
 
@@ -5823,7 +5973,7 @@ checksum = "9f07d2f20d4da7b26400c9f4a0511e6e0345b040694e8a75bd41d578fa4421d7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -5932,7 +6082,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -5943,7 +6093,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -6276,7 +6426,7 @@ checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
  "synstructure",
 ]
 
@@ -6297,7 +6447,7 @@ checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
@@ -6317,7 +6467,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
  "synstructure",
 ]
 
@@ -6357,7 +6507,7 @@ checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.115",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index 4be5c86..0216849 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -17,9 +17,9 @@ categories = ["database", "filesystem"]
 exclude = ["datafusion-ducklake.iml", "target", "tests/test_data"]
 
 [dependencies]
-datafusion = "50.1.0"
-arrow = "56.2.0"
-parquet = "56.2.0"
+datafusion = "51.0"
+arrow = "57"
+parquet = "57"
 object_store = { version = "0.12.4", features = ["aws"] }
 url = "2.5"
 async-trait = "0.1"
diff --git a/benchmark/Cargo.toml b/benchmark/Cargo.toml
index 5e2a1b5..c6b9694 100644
--- a/benchmark/Cargo.toml
+++ b/benchmark/Cargo.toml
@@ -33,7 +33,7 @@ datafusion-ducklake = { path = "..", features = ["metadata-duckdb"] }
 # datafusion-ducklake = { version = "0.1.0", features = ["metadata-duckdb"] }
 
 # Core dependencies
-datafusion = "50.1.0"
+datafusion = "51.0"
 duckdb = { version = "1.4.1", features = ["bundled"] }
 tokio = { version = "1", features = ["full"] }
 futures = "0.3"
diff --git a/src/encryption.rs b/src/encryption.rs
index 3a0f2e3..1633523 100644
--- a/src/encryption.rs
+++ b/src/encryption.rs
@@ -194,7 +194,7 @@ impl EncryptionFactory for DuckLakeEncryptionFactory {
         _config: &EncryptionFactoryOptions,
         _schema: &SchemaRef,
         _file_path: &Path,
-    ) -> Result<Option<FileEncryptionProperties>> {
+    ) -> Result<Option<Arc<FileEncryptionProperties>>> {
         // DuckLake is read-only for now, so we don't support writing encrypted files
         Ok(None)
     }
@@ -203,7 +203,7 @@ impl EncryptionFactory for DuckLakeEncryptionFactory {
         &self,
         _config: &EncryptionFactoryOptions,
         file_path: &Path,
-    ) -> Result<Option<FileDecryptionProperties>> {
+    ) -> Result<Option<Arc<FileDecryptionProperties>>> {
         let path_str = file_path.to_string();
 
         // Try to find the key for this file path
diff --git a/src/table.rs b/src/table.rs
index 0522221..5553aa5 100644
--- a/src/table.rs
+++ b/src/table.rs
@@ -365,7 +365,7 @@ impl DuckLakeTable {
 
         // Apply projection if provided
         if let Some(proj) = projection {
-            builder = builder.with_projection(Some(proj.clone()));
+            builder = builder.with_projection_indices(Some(proj.clone()));
         }
 
         let file_scan_config = builder.build();
@@ -443,7 +443,7 @@ impl DuckLakeTable {
 
         // Apply projection if provided
         if let Some(proj) = projection {
-            builder = builder.with_projection(Some(proj.clone()));
+            builder = builder.with_projection_indices(Some(proj.clone()));
         }
 
         let file_scan_config = builder.build();
@@ -619,7 +619,7 @@ fn combine_execution_plans(
         Ok(execs.into_iter().next().unwrap())
     } else {
         use datafusion::physical_plan::union::UnionExec;
-        Ok(Arc::new(UnionExec::new(execs)))
+        UnionExec::try_new(execs)
     }
 }
 
diff --git a/src/table_changes.rs b/src/table_changes.rs
index bba44e5..d436a2e 100644
--- a/src/table_changes.rs
+++ b/src/table_changes.rs
@@ -464,7 +464,7 @@ impl TableChangesTable {
         .with_file_group(FileGroup::new(vec![pf]));
 
         if let Some(proj) = parquet_projection {
-            builder = builder.with_projection(Some(proj));
+            builder = builder.with_projection_indices(Some(proj));
         }
 
         let file_scan_config = builder.build();
@@ -585,7 +585,7 @@ impl TableProvider for TableChangesTable {
         if execs.len() == 1 {
             Ok(execs.into_iter().next().unwrap())
         } else {
-            Ok(Arc::new(UnionExec::new(execs)))
+            UnionExec::try_new(execs)
         }
     }
 }
diff --git a/src/table_deletions.rs b/src/table_deletions.rs
index e23573a..f61cc05 100644
--- a/src/table_deletions.rs
+++ b/src/table_deletions.rs
@@ -257,7 +257,7 @@ impl TableProvider for TableDeletionsTable {
         if execs.len() == 1 {
             Ok(execs.into_iter().next().unwrap())
         } else {
-            Ok(Arc::new(UnionExec::new(execs)))
+            UnionExec::try_new(execs)
         }
     }
 }