diff --git a/Cargo.lock b/Cargo.lock
index 67fc947f..ddedcfab 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -181,9 +181,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
+checksum = "cb372a7cbcac02a35d3fb7b3fc1f969ec078e871f9bb899bf00a2e1809bec8a3"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -203,23 +203,23 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
+checksum = "0f377dcd19e440174596d83deb49cd724886d91060c07fec4f67014ef9d54049"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
  "chrono",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-array"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
+checksum = "a23eaff85a44e9fa914660fb0d0bb00b79c4a3d888b5334adb3ea4330c84f002"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -229,29 +229,33 @@ dependencies = [
  "chrono-tz 0.10.4",
  "half",
  "hashbrown 0.16.0",
- "num",
+ "num-complex",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
+checksum = "a2819d893750cb3380ab31ebdc8c68874dd4429f90fd09180f3c93538bd21626"
 dependencies = [
  "bytes",
  "half",
- "num",
+ "num-bigint",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-cast"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
+checksum = "e3d131abb183f80c450d4591dc784f8d7750c50c6e2bc3fcaad148afc8361271"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
+ "arrow-ord",
  "arrow-schema",
  "arrow-select",
  "atoi",
@@ -260,15 +264,15 @@ dependencies = [
  "comfy-table",
  "half",
  "lexical-core",
- "num",
+ "num-traits",
  "ryu",
 ]
 
 [[package]]
 name = "arrow-csv"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
+checksum = "2275877a0e5e7e7c76954669366c2aa1a829e340ab1f612e647507860906fb6b"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -281,21 +285,22 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
+checksum = "05738f3d42cb922b9096f7786f606fcb8669260c2640df8490533bb2fa38c9d3"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
  "half",
- "num",
+ "num-integer",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-ipc"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
+checksum = "3d09446e8076c4b3f235603d9ea7c5494e73d441b01cd61fb33d7254c11964b3"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -303,15 +308,15 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "flatbuffers",
- "lz4_flex",
+ "lz4_flex 0.12.0",
  "zstd",
 ]
 
 [[package]]
 name = "arrow-json"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
+checksum = "371ffd66fa77f71d7628c63f209c9ca5341081051aa32f9c8020feb0def787c0"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -320,20 +325,22 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
+ "itoa",
  "lexical-core",
  "memchr",
- "num",
- "serde",
+ "num-traits",
+ "ryu",
+ "serde_core",
  "serde_json",
  "simdutf8",
 ]
 
 [[package]]
 name = "arrow-ord"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
+checksum = "cbc94fc7adec5d1ba9e8cd1b1e8d6f72423b33fe978bf1f46d970fafab787521"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -344,9 +351,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-pyarrow"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d924b32e96f8bb74d94cd82bd97b313c432fcb0ea331689ef9e7c6b8be4b258"
+checksum = "fbd810e3997bae72f58cda57231ccb0a2fda07911ca1b0a5718cbf9379abb297"
 dependencies = [
  "arrow-array",
  "arrow-data",
@@ -356,9 +363,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
+checksum = "169676f317157dc079cc5def6354d16db63d8861d61046d2f3883268ced6f99f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -369,34 +376,34 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
+checksum = "d27609cd7dd45f006abae27995c2729ef6f4b9361cde1ddd019dc31a5aa017e0"
 dependencies = [
  "bitflags 2.9.4",
- "serde",
+ "serde_core",
  "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
+checksum = "ae980d021879ea119dd6e2a13912d81e64abed372d53163e804dfe84639d8010"
 dependencies = [
  "ahash",
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
- "num",
+ "num-traits",
 ]
 
 [[package]]
 name = "arrow-string"
-version = "56.2.0"
+version = "57.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
+checksum = "cf35e8ef49dcf0c5f6d175edee6b8af7b45611805333129c541a8b89a0fc0534"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -404,7 +411,7 @@ dependencies = [
  "arrow-schema",
  "arrow-select",
  "memchr",
- "num",
+ "num-traits",
  "regex",
  "regex-syntax",
 ]
@@ -427,15 +434,11 @@ version = "0.4.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06575e6a9673580f52661c92107baabffbf41e2141373441cbcdc47cb733003c"
 dependencies = [
- "bzip2 0.5.2",
  "flate2",
  "futures-core",
  "memchr",
  "pin-project-lite",
  "tokio",
- "xz2",
- "zstd",
- "zstd-safe",
 ]
 
 [[package]]
@@ -491,7 +494,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -502,7 +505,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1193,7 +1196,7 @@ dependencies = [
  "regex",
  "rustc-hash 1.1.0",
  "shlex",
- "syn 2.0.106",
+ "syn 2.0.114",
  "which",
 ]
 
@@ -1307,7 +1310,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1375,7 +1378,7 @@ checksum = "3fa76293b4f7bb636ab88fd78228235b5248b4d05cc589aed610f954af5d7c7a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1400,34 +1403,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "bzip2"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49ecfb22d906f800d4fe833b6282cf4dc1c298f5057ca0b5445e5c209735ca47"
-dependencies = [
- "bzip2-sys",
-]
-
-[[package]]
-name = "bzip2"
-version = "0.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3a53fac24f34a81bc9954b5d6cfce0c21e18ec6959f44f56e8e90e4bb7c346c"
-dependencies = [
- "libbz2-rs-sys",
-]
-
-[[package]]
-name = "bzip2-sys"
-version = "0.1.13+1.0.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "225bff33b2141874fe80d71e07d6eec4f85c5c216453dd96388240f96e1acc14"
-dependencies = [
- "cc",
- "pkg-config",
-]
-
 [[package]]
 name = "candle-core"
 version = "0.9.1"
@@ -1913,7 +1888,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a2785755761f3ddc1492979ce1e48d2c00d09311c39e4466429188f3dd6501"
 dependencies = [
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1947,7 +1922,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1961,7 +1936,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1972,7 +1947,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -1983,7 +1958,7 @@ checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
 dependencies = [
  "darling_core 0.21.3",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2002,25 +1977,23 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "50.2.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc6759cf9ef57c5c469e4027ac4b4cfa746e06a0f5472c2b922b6a403c2a64c4"
+checksum = "8ba7cb113e9c0bedf9e9765926031e132fa05a1b09ba6e93a6d1a4d7044457b8"
 dependencies = [
  "arrow",
- "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
- "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",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-expr-common",
@@ -2037,29 +2010,26 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-session",
  "datafusion-sql",
- "flate2",
  "futures",
  "itertools 0.14.0",
  "log",
  "object_store",
  "parking_lot",
- "parquet",
  "rand 0.9.2",
  "regex",
- "sqlparser 0.58.0",
+ "rstest 0.26.1",
+ "sqlparser 0.59.0",
  "tempfile",
  "tokio",
  "url",
  "uuid",
- "xz2",
- "zstd",
 ]
 
 [[package]]
 name = "datafusion-catalog"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "187622262ad8f7d16d3be9202b4c1e0116f1c9aa387e5074245538b755261621"
+checksum = "66a3a799f914a59b1ea343906a0486f17061f39509af74e874a866428951130d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2072,7 +2042,6 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-plan",
  "datafusion-session",
- "datafusion-sql",
  "futures",
  "itertools 0.14.0",
  "log",
@@ -2083,9 +2052,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9657314f0a32efd0382b9a46fdeb2d233273ece64baa68a7c45f5a192daf0f83"
+checksum = "6db1b113c80d7a0febcd901476a57aef378e717c54517a163ed51417d87621b0"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2095,10 +2064,11 @@ 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",
@@ -2106,34 +2076,31 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a83760d9a13122d025fbdb1d5d5aaf93dd9ada5e90ea229add92aa30898b2d1"
+checksum = "7c10f7659e96127d25e8366be7c8be4109595d6a2c3eac70421f380a7006a1b0"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-ipc",
- "base64 0.22.1",
  "chrono",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "libc",
  "log",
  "object_store",
- "parquet",
  "paste",
- "recursive",
- "sqlparser 0.58.0",
+ "sqlparser 0.59.0",
  "tokio",
  "web-time",
 ]
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b6234a6c7173fe5db1c6c35c01a12b2aa0f803a3007feee53483218817f8b1e"
+checksum = "b92065bbc6532c6651e2f7dd30b55cba0c7a14f860c7e1d15f165c41a1868d95"
 dependencies = [
  "futures",
  "log",
@@ -2142,15 +2109,13 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7256c9cb27a78709dd42d0c80f0178494637209cac6e29d5c93edd09b6721b86"
+checksum = "fde13794244bc7581cd82f6fff217068ed79cdc344cafe4ab2c3a1c3510b38d6"
 dependencies = [
  "arrow",
- "async-compression",
  "async-trait",
  "bytes",
- "bzip2 0.6.1",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
@@ -2161,38 +2126,54 @@ dependencies = [
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
- "flate2",
  "futures",
  "glob",
  "itertools 0.14.0",
  "log",
  "object_store",
- "parquet",
  "rand 0.9.2",
- "tempfile",
  "tokio",
- "tokio-util",
  "url",
- "xz2",
- "zstd",
 ]
 
 [[package]]
-name = "datafusion-datasource-csv"
-version = "50.3.0"
+name = "datafusion-datasource-arrow"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64533a90f78e1684bfb113d200b540f18f268134622d7c96bbebc91354d04825"
+checksum = "804fa9b4ecf3157982021770617200ef7c1b2979d57bec9044748314775a9aea"
+dependencies = [
+ "arrow",
+ "arrow-ipc",
+ "async-trait",
+ "bytes",
+ "datafusion-common",
+ "datafusion-common-runtime",
+ "datafusion-datasource",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-session",
+ "futures",
+ "itertools 0.14.0",
+ "object_store",
+ "tokio",
+]
+
+[[package]]
+name = "datafusion-datasource-csv"
+version = "51.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61a1641a40b259bab38131c5e6f48fac0717bedb7dc93690e604142a849e0568"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -2204,73 +2185,37 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d7ebeb12c77df0aacad26f21b0d033aeede423a64b2b352f53048a75bf1d6e6"
+checksum = "adeacdb00c1d37271176f8fb6a1d8ce096baba16ea7a4b2671840c5c9c64fe85"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
- "datafusion-catalog",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-datasource",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
  "object_store",
- "serde_json",
- "tokio",
-]
-
-[[package]]
-name = "datafusion-datasource-parquet"
-version = "50.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09e783c4c7d7faa1199af2df4761c68530634521b176a8d1331ddbc5a5c75133"
-dependencies = [
- "arrow",
- "async-trait",
- "bytes",
- "datafusion-catalog",
- "datafusion-common",
- "datafusion-common-runtime",
- "datafusion-datasource",
- "datafusion-execution",
- "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",
- "itertools 0.14.0",
- "log",
- "object_store",
- "parking_lot",
- "parquet",
- "rand 0.9.2",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99ee6b1d9a80d13f9deb2291f45c07044b8e62fb540dbde2453a18be17a36429"
+checksum = "2b99e13947667b36ad713549237362afb054b2d8f8cc447751e23ec61202db07"
 
 [[package]]
 name = "datafusion-execution"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4cec0a57653bec7b933fb248d3ffa3fa3ab3bd33bd140dc917f714ac036f531"
+checksum = "63695643190679037bc946ad46a263b62016931547bf119859c511f7ff2f5178"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2288,9 +2233,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef76910bdca909722586389156d0aa4da4020e1631994d50fadd8ad4b1aa05fe"
+checksum = "f9a4787cbf5feb1ab351f789063398f67654a6df75c4d37d7f637dc96f951a91"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2301,31 +2246,31 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
+ "itertools 0.14.0",
  "paste",
- "recursive",
  "serde_json",
- "sqlparser 0.58.0",
+ "sqlparser 0.59.0",
 ]
 
 [[package]]
 name = "datafusion-expr-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d155ccbda29591ca71a1344dd6bed26c65a4438072b400df9db59447f590bb6"
+checksum = "5ce2fb1b8c15c9ac45b0863c30b268c69dc9ee7a1ee13ecf5d067738338173dc"
 dependencies = [
  "arrow",
  "datafusion-common",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "itertools 0.14.0",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-functions"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7de2782136bd6014670fd84fe3b0ca3b3e4106c96403c3ae05c0598577139977"
+checksum = "794a9db7f7b96b3346fc007ff25e994f09b8f0511b4cf7dff651fadfe3ebb28f"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -2343,6 +2288,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
+ "num-traits",
  "rand 0.9.2",
  "regex",
  "sha2",
@@ -2352,9 +2298,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07331fc13603a9da97b74fd8a273f4238222943dffdbbed1c4c6f862a30105bf"
+checksum = "1c25210520a9dcf9c2b2cbbce31ebd4131ef5af7fc60ee92b266dc7d159cb305"
 dependencies = [
  "ahash",
  "arrow",
@@ -2373,9 +2319,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5951e572a8610b89968a09b5420515a121fbc305c0258651f318dc07c97ab17"
+checksum = "62f4a66f3b87300bb70f4124b55434d2ae3fe80455f3574701d0348da040b55d"
 dependencies = [
  "ahash",
  "arrow",
@@ -2386,9 +2332,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fdacca9302c3d8fc03f3e94f338767e786a88a33f5ebad6ffc0e7b50364b9ea3"
+checksum = "ae5c06eed03918dc7fe7a9f082a284050f0e9ecf95d72f57712d1496da03b8c4"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -2396,6 +2342,7 @@ dependencies = [
  "datafusion-doc",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-functions",
  "datafusion-functions-aggregate",
  "datafusion-functions-aggregate-common",
@@ -2408,9 +2355,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c37ff8a99434fbbad604a7e0669717c58c7c4f14c472d45067c4b016621d981"
+checksum = "db4fed1d71738fbe22e2712d71396db04c25de4111f1ec252b8f4c6d3b25d7f5"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2424,9 +2371,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48e2aea7c79c926cffabb13dc27309d4eaeb130f4a21c8ba91cdd241c813652b"
+checksum = "1d92206aa5ae21892f1552b4d61758a862a70956e6fd7a95cb85db1de74bc6d1"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2442,9 +2389,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0fead257ab5fd2ffc3b40fda64da307e20de0040fe43d49197241d9de82a487f"
+checksum = "53ae9bcc39800820d53a22d758b3b8726ff84a5a3e24cecef04ef4e5fdf1c7cc"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2452,20 +2399,20 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec6f637bce95efac05cdfb9b6c19579ed4aa5f6b94d951cfa5bb054b7bb4f730"
+checksum = "1063ad4c9e094b3f798acee16d9a47bd7372d9699be2de21b05c3bd3f34ab848"
 dependencies = [
- "datafusion-expr",
+ "datafusion-doc",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6583ef666ae000a613a837e69e456681a9faa96347bf3877661e9e89e141d8a"
+checksum = "9f35f9ec5d08b87fd1893a30c2929f2559c2f9806ca072d8fefca5009dc0f06a"
 dependencies = [
  "arrow",
  "chrono",
@@ -2473,19 +2420,18 @@ dependencies = [
  "datafusion-expr",
  "datafusion-expr-common",
  "datafusion-physical-expr",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "itertools 0.14.0",
  "log",
- "recursive",
  "regex",
  "regex-syntax",
 ]
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8668103361a272cbbe3a61f72eca60c9b7c706e87cc3565bcf21e2b277b84f6"
+checksum = "c30cc8012e9eedcb48bbe112c6eff4ae5ed19cf3003cb0f505662e88b7014c5d"
 dependencies = [
  "ahash",
  "arrow",
@@ -2496,9 +2442,8 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "itertools 0.14.0",
- "log",
  "parking_lot",
  "paste",
  "petgraph 0.8.3",
@@ -2506,9 +2451,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-adapter"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "815acced725d30601b397e39958e0e55630e0a10d66ef7769c14ae6597298bb0"
+checksum = "7f9ff2dbd476221b1f67337699eff432781c4e6e1713d2aefdaa517dfbf79768"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2521,9 +2466,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6652fe7b5bf87e85ed175f571745305565da2c0b599d98e697bcbedc7baa47c3"
+checksum = "90da43e1ec550b172f34c87ec68161986ced70fd05c8d2a2add66eef9c276f03"
 dependencies = [
  "ahash",
  "arrow",
@@ -2535,9 +2480,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49b7d623eb6162a3332b564a0907ba00895c505d101b99af78345f1acf929b5c"
+checksum = "ce9804f799acd7daef3be7aaffe77c0033768ed8fdbf5fb82fc4c5f2e6bc14e6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2549,15 +2494,13 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-pruning",
  "itertools 0.14.0",
- "log",
- "recursive",
 ]
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2f7f778a1a838dec124efb96eae6144237d546945587557c9e6936b3414558c"
+checksum = "0acf0ad6b6924c6b1aa7d213b181e012e2d3ec0a64ff5b10ee6282ab0f8532ac"
 dependencies = [
  "ahash",
  "arrow",
@@ -2576,7 +2519,7 @@ dependencies = [
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "itertools 0.14.0",
  "log",
  "parking_lot",
@@ -2586,12 +2529,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd1e59e2ca14fe3c30f141600b10ad8815e2856caa59ebbd0e3e07cd3d127a65"
+checksum = "ac2c2498a1f134a9e11a9f5ed202a2a7d7e9774bd9249295593053ea3be999db"
 dependencies = [
  "arrow",
- "arrow-schema",
  "datafusion-common",
  "datafusion-datasource",
  "datafusion-expr-common",
@@ -2604,43 +2546,33 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "21ef8e2745583619bd7a49474e8f45fbe98ebb31a133f27802217125a7b3d58d"
+checksum = "8f96eebd17555386f459037c65ab73aae8df09f464524c709d6a3134ad4f4776"
 dependencies = [
- "arrow",
  "async-trait",
- "dashmap",
  "datafusion-common",
- "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
- "datafusion-physical-expr",
  "datafusion-physical-plan",
- "datafusion-sql",
- "futures",
- "itertools 0.14.0",
- "log",
- "object_store",
  "parking_lot",
- "tokio",
 ]
 
 [[package]]
 name = "datafusion-sql"
-version = "50.3.0"
+version = "51.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89abd9868770386fede29e5a4b14f49c0bf48d652c3b9d7a8a0332329b87d50b"
+checksum = "3fc195fe60634b2c6ccfd131b487de46dc30eccae8a3c35a13f136e7f440414f"
 dependencies = [
  "arrow",
  "bigdecimal",
+ "chrono",
  "datafusion-common",
  "datafusion-expr",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "log",
- "recursive",
  "regex",
- "sqlparser 0.58.0",
+ "sqlparser 0.59.0",
 ]
 
 [[package]]
@@ -2702,7 +2634,7 @@ checksum = "1e567bd82dcff979e4b03460c307b3cdc9e96fde3d73bed1496d2bc75d9dd62a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2723,7 +2655,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2733,7 +2665,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2777,7 +2709,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2905,7 +2837,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -2917,7 +2849,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3086,7 +3018,6 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc5a4e564e38c699f2880d3fda590bedc2e69f3f84cd48b457bd892ce61d0aa9"
 dependencies = [
  "crc32fast",
- "libz-rs-sys",
  "miniz_oxide",
 ]
 
@@ -3141,9 +3072,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5ffdff7a2d68d22afc0657eddde3e946371ce7cfe730a3f78a5ed44ea5b1cb2e"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -3220,7 +3150,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -3562,9 +3492,9 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-array"
-version = "0.6.2"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d1884b17253d8572e88833c282fcbb442365e4ae5f9052ced2831608253436c"
+checksum = "dc1cc4106ac0a0a512c398961ce95d8150475c84a84e17c4511c3643fa120a17"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3578,9 +3508,9 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-expr-geo"
-version = "0.6.2"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a67d3b543bc3ebeffdc204b67d69b8f9fcd33d76269ddd4a4618df99f053a934"
+checksum = "fa84300361ce57fb875bcaa6e32b95b0aff5c6b1af692b936bdd58ff343f4394"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3592,9 +3522,9 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-schema"
-version = "0.6.2"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "02f1b18b1c9a44ecd72be02e53d6e63bbccfdc8d1765206226af227327e2be6e"
+checksum = "e97be4e9f523f92bd6a0e0458323f4b783d073d011664decd8dbf05651704f34"
 dependencies = [
  "arrow-schema",
  "geo-traits",
@@ -3605,9 +3535,9 @@ dependencies = [
 
 [[package]]
 name = "geodatafusion"
-version = "0.1.1"
+version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "83d676b8d8b5f391ab4270ba31e9b599ee2c3d780405a38e272a0a7565ea189c"
+checksum = "773cfa1fb0d7f7661b76b3fde00f3ffd8e0ff7b3635096f0ff6294fe5ca62a2b"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3710,7 +3640,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -3729,7 +3659,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.3.1",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -3738,9 +3668,9 @@ dependencies = [
 
 [[package]]
 name = "half"
-version = "2.6.0"
+version = "2.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459196ed295495a68f7d7fe1d84f6c4b7ff0e21fe3017b2f283c6fac3ad803c9"
+checksum = "6ea2d84b969582b4b1864a92dc5d27cd2b77b622a8d79306834f1be5ba20d84b"
 dependencies = [
  "bytemuck",
  "cfg-if",
@@ -3748,6 +3678,7 @@ dependencies = [
  "num-traits",
  "rand 0.9.2",
  "rand_distr 0.5.1",
+ "zerocopy",
 ]
 
 [[package]]
@@ -4257,9 +4188,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.11.4"
+version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b0f83760fb341a774ed326568e19f5a863af4a952def8c39f9ab92fd95b88e5"
+checksum = "6717a8d2a5a929a1a2eb43a12812498ed141a0bcfb7e8f7844fbdbe4303bba9f"
 dependencies = [
  "equivalent",
  "hashbrown 0.16.0",
@@ -4305,12 +4236,6 @@ dependencies = [
  "cfg-if",
 ]
 
-[[package]]
-name = "integer-encoding"
-version = "3.0.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
-
 [[package]]
 name = "ipnet"
 version = "2.11.0"
@@ -4404,7 +4329,7 @@ checksum = "03343451ff899767262ec32146f6d559dd759fdadf42ff0e227c7c48f72594b4"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -4455,7 +4380,7 @@ dependencies = [
  "jiff",
  "nom 8.0.0",
  "num-traits",
- "ordered-float 5.1.0",
+ "ordered-float",
  "rand 0.9.2",
  "ryu",
  "serde",
@@ -4479,9 +4404,8 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8c439decbc304e180748e34bb6d3df729069a222e83e74e2185c38f107136e9"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4546,14 +4470,14 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4ee5508b225456d3d56998eaeef0d8fbce5ea93856df47b12a94d2e74153210"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-cast",
  "arrow-data",
+ "arrow-ord",
  "arrow-schema",
  "arrow-select",
  "bytes",
@@ -4566,9 +4490,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1c065fb3bd4a8cc4f78428443e990d4921aa08f707b676753db740e0b402a21"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrayref",
  "paste",
@@ -4577,9 +4500,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8856abad92e624b75cd57a04703f6441948a239463bdf973f2ac1924b0bcdbe"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4592,6 +4514,7 @@ dependencies = [
  "datafusion-sql",
  "deepsize",
  "futures",
+ "itertools 0.13.0",
  "lance-arrow",
  "libc",
  "log",
@@ -4615,9 +4538,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c8835308044cef5467d7751be87fcbefc2db01c22370726a8704bd62991693f"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4647,9 +4569,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "612de1e888bb36f6bf51196a6eb9574587fdf256b1759a4c50e643e00d5f96d0"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4660,15 +4581,15 @@ dependencies = [
  "half",
  "hex",
  "rand 0.9.2",
+ "rand_distr 0.5.1",
  "rand_xoshiro",
  "random_word 0.5.2",
 ]
 
 [[package]]
 name = "lance-encoding"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b456b29b135d3c7192602e516ccade38b5483986e121895fa43cf1fdb38bf60"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4705,9 +4626,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab1538d14d5bb3735b4222b3f5aff83cfa59cc6ef7cdd3dd9139e4c77193c80b"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4739,22 +4659,23 @@ dependencies = [
 
 [[package]]
 name = "lance-geo"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5a69a2f3b55703d9c240ad7c5ffa2c755db69e9cf8aa05efe274a212910472d"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "datafusion",
+ "geo-traits",
  "geo-types",
  "geoarrow-array",
  "geoarrow-schema",
  "geodatafusion",
+ "lance-core",
+ "serde",
 ]
 
 [[package]]
 name = "lance-index"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ea84613df6fa6b9168a1f056ba4f9cb73b90a1b452814c6fd4b3529bcdbfc78"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4778,6 +4699,9 @@ dependencies = [
  "dirs",
  "fst",
  "futures",
+ "geo-types",
+ "geoarrow-array",
+ "geoarrow-schema",
  "half",
  "itertools 0.13.0",
  "jsonb",
@@ -4787,6 +4711,7 @@ dependencies = [
  "lance-datagen",
  "lance-encoding",
  "lance-file",
+ "lance-geo",
  "lance-io",
  "lance-linalg",
  "lance-table",
@@ -4800,10 +4725,12 @@ dependencies = [
  "prost-types",
  "rand 0.9.2",
  "rand_distr 0.5.1",
+ "rangemap",
  "rayon",
  "roaring",
  "serde",
  "serde_json",
+ "smallvec",
  "snafu",
  "tantivy",
  "tempfile",
@@ -4815,9 +4742,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b3fc4c1d941fceef40a0edbd664dbef108acfc5d559bb9e7f588d0c733cbc35"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4857,9 +4783,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b62ffbc5ce367fbf700a69de3fe0612ee1a11191a64a632888610b6bacfa0f63"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4875,9 +4800,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "791bbcd868ee758123a34e07d320a1fb99379432b5ecc0e78d6b4686e999b629"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "async-trait",
@@ -4889,9 +4813,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee713505576f6b1988a491f77c7ca8b0cf7090a393598e63c85079fa70a53ebf"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -4899,6 +4822,7 @@ dependencies = [
  "async-trait",
  "axum",
  "bytes",
+ "chrono",
  "futures",
  "lance",
  "lance-core",
@@ -4920,9 +4844,9 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.0.18"
+version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ea349999bcda4eea53fc05d334b3775ec314761e6a706555c777d7a29b18d19"
+checksum = "a2acdba67f84190067532fce07b51a435dd390d7cdc1129a05003e5cb3274cf0"
 dependencies = [
  "reqwest",
  "serde",
@@ -4933,9 +4857,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fdb2d56bfa4d1511c765fa0cc00fdaa37e5d2d1cd2f57b3c6355d9072177052"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4974,9 +4897,8 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "1.0.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8ccb1a4a9284435c6a8c02c8c06e7e041bece0d7f722152159353cf55dc51e3"
+version = "2.0.0-beta.6"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.6#450ddc26061e8e73039c3771c3055328488b8b7c"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -5049,7 +4971,7 @@ dependencies = [
  "random_word 0.4.3",
  "regex",
  "reqwest",
- "rstest",
+ "rstest 0.23.0",
  "semver",
  "serde",
  "serde_json",
@@ -5182,17 +5104,11 @@ dependencies = [
  "lexical-util",
 ]
 
-[[package]]
-name = "libbz2-rs-sys"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
-
 [[package]]
 name = "libc"
-version = "0.2.176"
+version = "0.2.180"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "58f929b4d672ea937a23a1ab494143d968337a5f47e56d0815df1e0890ddf174"
+checksum = "bcc35a38544a891a5f7c865aca548a982ccb3b8650a5b06d0fd33a10283c56fc"
 
 [[package]]
 name = "libloading"
@@ -5220,15 +5136,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "libz-rs-sys"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "840db8cf39d9ec4dd794376f38acc40d0fc65eec2a8f484f7fd375b84602becd"
-dependencies = [
- "zlib-rs",
-]
-
 [[package]]
 name = "linux-raw-sys"
 version = "0.4.15"
@@ -5314,6 +5221,12 @@ name = "lz4_flex"
 version = "0.11.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "08ab2867e3eeeca90e844d1940eab391c9dc5228783db2ed999acbc0a9ed375a"
+
+[[package]]
+name = "lz4_flex"
+version = "0.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ab6473172471198271ff72e9379150e9dfd70d8e533e0752a27e515b48dd375e"
 dependencies = [
  "twox-hash",
 ]
@@ -5515,7 +5428,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5583,7 +5496,7 @@ dependencies = [
  "napi-derive-backend",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5598,7 +5511,7 @@ dependencies = [
  "quote",
  "regex",
  "semver",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5798,7 +5711,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -5943,15 +5856,6 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
 
-[[package]]
-name = "ordered-float"
-version = "2.10.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "68f19d67e5a2795c94e73e0bb1cc1a7edeb2e28efd39e2e1c9b7a40c1108b11c"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "ordered-float"
 version = "5.1.0"
@@ -6026,43 +5930,6 @@ dependencies = [
  "windows-link 0.2.1",
 ]
 
-[[package]]
-name = "parquet"
-version = "56.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f0dbd48ad52d7dccf8ea1b90a3ddbfaea4f69878dd7683e51c507d4bc52b5b27"
-dependencies = [
- "ahash",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
- "arrow-ipc",
- "arrow-schema",
- "arrow-select",
- "base64 0.22.1",
- "brotli 8.0.2",
- "bytes",
- "chrono",
- "flate2",
- "futures",
- "half",
- "hashbrown 0.16.0",
- "lz4_flex",
- "num",
- "num-bigint",
- "object_store",
- "paste",
- "ring",
- "seq-macro",
- "simdutf8",
- "snap",
- "thrift",
- "tokio",
- "twox-hash",
- "zstd",
-]
-
 [[package]]
 name = "parquet-format-safe"
 version = "0.2.4"
@@ -6144,7 +6011,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
 dependencies = [
  "fixedbitset",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
 ]
 
 [[package]]
@@ -6155,7 +6022,7 @@ checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
  "fixedbitset",
  "hashbrown 0.15.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "serde",
 ]
 
@@ -6232,7 +6099,7 @@ checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6405,7 +6272,7 @@ dependencies = [
  "comfy-table",
  "either",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "num-traits",
  "once_cell",
  "polars-arrow",
@@ -6503,7 +6370,7 @@ dependencies = [
  "either",
  "hashbrown 0.14.5",
  "hex",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "memchr",
  "num-traits",
  "polars-arrow",
@@ -6647,7 +6514,7 @@ dependencies = [
  "ahash",
  "bytemuck",
  "hashbrown 0.14.5",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "num-traits",
  "once_cell",
  "polars-error",
@@ -6705,7 +6572,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -6728,9 +6595,9 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.13.5"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+checksum = "7231bd9b3d3d33c86b58adbac74b5ec0ad9f496b19d22801d773636feaa95f3d"
 dependencies = [
  "bytes",
  "prost-derive",
@@ -6738,9 +6605,9 @@ dependencies = [
 
 [[package]]
 name = "prost-build"
-version = "0.13.5"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
+checksum = "ac6c3320f9abac597dcbc668774ef006702672474aad53c6d596b62e487b40b1"
 dependencies = [
  "heck 0.5.0",
  "itertools 0.14.0",
@@ -6752,28 +6619,28 @@ dependencies = [
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.106",
+ "syn 2.0.114",
  "tempfile",
 ]
 
 [[package]]
 name = "prost-derive"
-version = "0.13.5"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+checksum = "9120690fafc389a67ba3803df527d0ec9cbbc9cc45e4cc20b332996dfb672425"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "prost-types"
-version = "0.13.5"
+version = "0.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52c2c1bf36ddb1a1c396b3601a3cec27c2462e45f07c386894ec3ccf5332bd16"
+checksum = "b9b4db3d6da204ed77bb26ba83b6122a73aeb2e87e25fbf7ad2e84c4ccbf8f72"
 dependencies = [
  "prost",
 ]
@@ -6815,9 +6682,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.25.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8970a78afe0628a3e3430376fc5fd76b6b45c4d43360ffd6cdd40bdde72b682a"
+checksum = "7ba0117f4212101ee6544044dae45abe1083d30ce7b29c4b5cbdfa2354e07383"
 dependencies = [
  "indoc",
  "libc",
@@ -6832,9 +6699,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-async-runtimes"
-version = "0.25.0"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d73cc6b1b7d8b3cef02101d37390dbdfe7e450dfea14921cae80a9534ba59ef2"
+checksum = "e6ee6d4cb3e8d5b925f5cdb38da183e0ff18122eb2048d4041c9e7034d026e23"
 dependencies = [
  "futures",
  "once_cell",
@@ -6846,30 +6713,29 @@ dependencies = [
 
 [[package]]
 name = "pyo3-async-runtimes-macros"
-version = "0.25.0"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca31e43a0f205f2960208938135e37e579e61e10b36b4e7f49b0e8f60fab5b83"
+checksum = "c29bc5c673e36a8102d0b9179149c1bb59990d8db4f3ae58bd7dceccab90b951"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.25.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "458eb0c55e7ece017adeba38f2248ff3ac615e53660d7c71a238d7d2a01c7598"
+checksum = "4fc6ddaf24947d12a9aa31ac65431fb1b851b8f4365426e182901eabfb87df5f"
 dependencies = [
- "once_cell",
  "target-lexicon",
 ]
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.25.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7114fe5457c61b276ab77c5055f206295b812608083644a5c5b2640c3102565c"
+checksum = "025474d3928738efb38ac36d4744a74a400c901c7596199e20e45d98eb194105"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -6877,27 +6743,27 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.25.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a8725c0a622b374d6cb051d11a0983786448f7785336139c3c94f5aa6bef7e50"
+checksum = "2e64eb489f22fe1c95911b77c44cc41e7c19f3082fc81cce90f657cdc42ffded"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.25.1"
+version = "0.26.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4109984c22491085343c05b0dbc54ddc405c3cf7b4374fc533f5c3313a572ccc"
+checksum = "100246c0ecf400b475341b8455a9213344569af29a3c841d29270e53102e0fcf"
 dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "pyo3-build-config",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -7195,7 +7061,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -7235,14 +7101,14 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
 name = "regex"
-version = "1.11.3"
+version = "1.12.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b5288124840bee7b386bc413c487869b360b2b4ec421ea56425128692f2a82c"
+checksum = "843bc0191f75f3e22651ae5f1e72939ab2f72a4bc30fa80a066bd66edefc24d4"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -7252,9 +7118,9 @@ dependencies = [
 
 [[package]]
 name = "regex-automata"
-version = "0.4.11"
+version = "0.4.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "833eb9ce86d40ef33cb1306d8accf7bc8ec2bfea4355cbdebb3df68b40925cad"
+checksum = "5276caf25ac86c8d810222b3dbb938e512c55c6831a10f3e6ed1c93b84041f1c"
 dependencies = [
  "aho-corasick",
  "memchr",
@@ -7455,10 +7321,21 @@ checksum = "0a2c585be59b6b5dd66a9d2084aa1d8bd52fbdb806eafdeffb52791147862035"
 dependencies = [
  "futures",
  "futures-timer",
- "rstest_macros",
+ "rstest_macros 0.23.0",
  "rustc_version",
 ]
 
+[[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 0.26.1",
+]
+
 [[package]]
 name = "rstest_macros"
 version = "0.23.0"
@@ -7473,7 +7350,25 @@ dependencies = [
  "regex",
  "relative-path",
  "rustc_version",
- "syn 2.0.106",
+ "syn 2.0.114",
+ "unicode-ident",
+]
+
+[[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 2.0.114",
  "unicode-ident",
 ]
 
@@ -7851,7 +7746,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -7895,7 +7790,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -7920,7 +7815,7 @@ dependencies = [
  "chrono",
  "hex",
  "indexmap 1.9.3",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "schemars 0.9.0",
  "schemars 1.0.4",
  "serde_core",
@@ -7938,7 +7833,7 @@ dependencies = [
  "darling 0.21.3",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8096,15 +7991,9 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
-[[package]]
-name = "snap"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b6b67fb9a61334225b5b790716f609cd58395f895b3fe8b328786812a40bc3b"
-
 [[package]]
 name = "socket2"
 version = "0.5.10"
@@ -8197,12 +8086,11 @@ 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",
  "sqlparser_derive",
 ]
 
@@ -8214,7 +8102,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8300,7 +8188,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8313,7 +8201,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8335,9 +8223,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.106"
+version = "2.0.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
+checksum = "d4d107df263a3013ef9b1879b0df87d706ff80f65a86ea879bd9c31f9b307c2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -8361,7 +8249,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8458,7 +8346,7 @@ dependencies = [
  "levenshtein_automata",
  "log",
  "lru",
- "lz4_flex",
+ "lz4_flex 0.11.5",
  "measure_time",
  "memmap2 0.9.8",
  "once_cell",
@@ -8629,7 +8517,7 @@ checksum = "451b374529930d7601b1eef8d32bc79ae870b6079b069401709c2a8bf9e75f36"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8658,7 +8546,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8669,7 +8557,7 @@ checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8690,17 +8578,6 @@ dependencies = [
  "cfg-if",
 ]
 
-[[package]]
-name = "thrift"
-version = "0.17.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e54bc85fc7faa8bc175c4bab5b92ba8d9a3ce893d0e9f42cc455c8ab16a9e09"
-dependencies = [
- "byteorder",
- "integer-encoding",
- "ordered-float 2.10.1",
-]
-
 [[package]]
 name = "time"
 version = "0.3.44"
@@ -8823,7 +8700,7 @@ checksum = "af407857209536a95c8e56f8231ef2c2e2aff839b22e07a1ffcbc617e9db9fa5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -8885,7 +8762,7 @@ version = "0.23.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f3effe7c0e86fdff4f69cdd2ccc1b96f933e24811c5441d44904e8683e27184b"
 dependencies = [
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "toml_datetime",
  "toml_parser",
  "winnow",
@@ -8983,7 +8860,7 @@ checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -9284,7 +9161,7 @@ dependencies = [
  "log",
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "wasm-bindgen-shared",
 ]
 
@@ -9319,7 +9196,7 @@ checksum = "9f07d2f20d4da7b26400c9f4a0511e6e0345b040694e8a75bd41d578fa4421d7"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -9500,7 +9377,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -9511,7 +9388,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -9806,15 +9683,6 @@ version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
-[[package]]
-name = "xz2"
-version = "0.1.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
-dependencies = [
- "lzma-sys",
-]
-
 [[package]]
 name = "yoke"
 version = "0.7.5"
@@ -9847,7 +9715,7 @@ checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -9859,7 +9727,7 @@ checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -9880,7 +9748,7 @@ checksum = "88d2b8d9c68ad2b9e4340d7832716a4d21a22a1154777ad56ea55c51a9cf3831"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -9900,7 +9768,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
  "synstructure",
 ]
 
@@ -9940,7 +9808,7 @@ checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.106",
+ "syn 2.0.114",
 ]
 
 [[package]]
@@ -9953,17 +9821,11 @@ dependencies = [
  "crc32fast",
  "crossbeam-utils",
  "displaydoc",
- "indexmap 2.11.4",
+ "indexmap 2.12.0",
  "num_enum",
  "thiserror 1.0.69",
 ]
 
-[[package]]
-name = "zlib-rs"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f06ae92f42f5e5c42443fd094f245eb656abf56dd7cce9b8b263236565e00f2"
-
 [[package]]
 name = "zstd"
 version = "0.13.3"
diff --git a/Cargo.toml b/Cargo.toml
index 44cd3f61..0c185dea 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,39 +15,39 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=1.0.1", default-features = false }
-lance-core = "=1.0.1"
-lance-datagen = "=1.0.1"
-lance-file = "=1.0.1"
-lance-io = { "version" = "=1.0.1", default-features = false }
-lance-index = "=1.0.1"
-lance-linalg = "=1.0.1"
-lance-namespace = "=1.0.1"
-lance-namespace-impls = { "version" = "=1.0.1", default-features = false }
-lance-table = "=1.0.1"
-lance-testing = "=1.0.1"
-lance-datafusion = "=1.0.1"
-lance-encoding = "=1.0.1"
-lance-arrow = "=1.0.1"
+lance = { "version" = "=2.0.0-beta.6", default-features = false, "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-core = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-datagen = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-file = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-io = { "version" = "=2.0.0-beta.6", default-features = false, "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-index = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-linalg = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace-impls = { "version" = "=2.0.0-beta.6", default-features = false, "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-table = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-testing = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-datafusion = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-encoding = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
+lance-arrow = { "version" = "=2.0.0-beta.6", "tag" = "v2.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
-arrow = { version = "56.2", optional = false }
-arrow-array = "56.2"
-arrow-data = "56.2"
-arrow-ipc = "56.2"
-arrow-ord = "56.2"
-arrow-schema = "56.2"
-arrow-select = "56.2"
-arrow-cast = "56.2"
+arrow = { version = "57.1", optional = false }
+arrow-array = "57.1"
+arrow-data = "57.1"
+arrow-ipc = "57.1"
+arrow-ord = "57.1"
+arrow-schema = "57.1"
+arrow-select = "57.1"
+arrow-cast = "57.1"
 async-trait = "0"
-datafusion = { version = "50.1", default-features = false }
-datafusion-catalog = "50.1"
-datafusion-common = { version = "50.1", default-features = false }
-datafusion-execution = "50.1"
-datafusion-expr = "50.1"
-datafusion-physical-plan = "50.1"
+datafusion = { version = "51.0", default-features = false }
+datafusion-catalog = "51.0"
+datafusion-common = { version = "51.0", default-features = false }
+datafusion-execution = "51.0"
+datafusion-expr = "51.0"
+datafusion-physical-plan = "51.0"
 env_logger = "0.11"
-half = { "version" = "2.6.0", default-features = false, features = [
+half = { "version" = "2.7.1", default-features = false, features = [
     "num-traits",
 ] }
 futures = "0"
diff --git a/python/Cargo.toml b/python/Cargo.toml
index 6e49be66..d031a019 100644
--- a/python/Cargo.toml
+++ b/python/Cargo.toml
@@ -14,15 +14,15 @@ name = "_lancedb"
 crate-type = ["cdylib"]
 
 [dependencies]
-arrow = { version = "56.2", features = ["pyarrow"] }
+arrow = { workspace = true, features = ["pyarrow"] }
 async-trait = "0.1"
 lancedb = { path = "../rust/lancedb", default-features = false }
 lance-core.workspace = true
 lance-namespace.workspace = true
 lance-io.workspace = true
 env_logger.workspace = true
-pyo3 = { version = "0.25", features = ["extension-module", "abi3-py39"] }
-pyo3-async-runtimes = { version = "0.25", features = [
+pyo3 = { version = "0.26", features = ["extension-module", "abi3-py39"] }
+pyo3-async-runtimes = { version = "0.26", features = [
     "attributes",
     "tokio-runtime",
 ] }
@@ -32,7 +32,7 @@ snafu.workspace = true
 tokio = { version = "1.40", features = ["sync"] }
 
 [build-dependencies]
-pyo3-build-config = { version = "0.25", features = [
+pyo3-build-config = { version = "0.26", features = [
     "extension-module",
     "abi3-py39",
 ] }
diff --git a/python/src/arrow.rs b/python/src/arrow.rs
index 04a84d5a..518f5cd0 100644
--- a/python/src/arrow.rs
+++ b/python/src/arrow.rs
@@ -10,8 +10,7 @@ use arrow::{
 use futures::stream::StreamExt;
 use lancedb::arrow::SendableRecordBatchStream;
 use pyo3::{
-    exceptions::PyStopAsyncIteration, pyclass, pymethods, Bound, PyAny, PyObject, PyRef, PyResult,
-    Python,
+    exceptions::PyStopAsyncIteration, pyclass, pymethods, Bound, Py, PyAny, PyRef, PyResult, Python,
 };
 use pyo3_async_runtimes::tokio::future_into_py;
 
@@ -36,8 +35,11 @@ impl RecordBatchStream {
 #[pymethods]
 impl RecordBatchStream {
     #[getter]
-    pub fn schema(&self, py: Python) -> PyResult<PyObject> {
-        (*self.schema).clone().into_pyarrow(py)
+    pub fn schema(&self, py: Python) -> PyResult<Py<PyAny>> {
+        (*self.schema)
+            .clone()
+            .into_pyarrow(py)
+            .map(|bound| bound.unbind())
     }
 
     pub fn __aiter__(self_: PyRef<'_, Self>) -> PyRef<'_, Self> {
@@ -53,7 +55,12 @@ impl RecordBatchStream {
                 .next()
                 .await
                 .ok_or_else(|| PyStopAsyncIteration::new_err(""))?;
-            Python::with_gil(|py| inner_next.infer_error()?.to_pyarrow(py))
+            Python::attach(|py| {
+                inner_next
+                    .infer_error()?
+                    .to_pyarrow(py)
+                    .map(|bound| bound.unbind())
+            })
         })
     }
 }
diff --git a/python/src/connection.rs b/python/src/connection.rs
index 92b77f55..e971c606 100644
--- a/python/src/connection.rs
+++ b/python/src/connection.rs
@@ -12,7 +12,7 @@ use pyo3::{
     exceptions::{PyRuntimeError, PyValueError},
     pyclass, pyfunction, pymethods,
     types::{PyDict, PyDictMethods},
-    Bound, FromPyObject, Py, PyAny, PyObject, PyRef, PyResult, Python,
+    Bound, FromPyObject, Py, PyAny, PyRef, PyResult, Python,
 };
 use pyo3_async_runtimes::tokio::future_into_py;
 
@@ -114,7 +114,7 @@ impl Connection {
         data: Bound<'_, PyAny>,
         namespace: Vec<String>,
         storage_options: Option<HashMap<String, String>>,
-        storage_options_provider: Option<PyObject>,
+        storage_options_provider: Option<Py<PyAny>>,
         location: Option<String>,
     ) -> PyResult<Bound<'a, PyAny>> {
         let inner = self_.get_inner()?.clone();
@@ -152,7 +152,7 @@ impl Connection {
         schema: Bound<'_, PyAny>,
         namespace: Vec<String>,
         storage_options: Option<HashMap<String, String>>,
-        storage_options_provider: Option<PyObject>,
+        storage_options_provider: Option<Py<PyAny>>,
         location: Option<String>,
     ) -> PyResult<Bound<'a, PyAny>> {
         let inner = self_.get_inner()?.clone();
@@ -187,7 +187,7 @@ impl Connection {
         name: String,
         namespace: Vec<String>,
         storage_options: Option<HashMap<String, String>>,
-        storage_options_provider: Option<PyObject>,
+        storage_options_provider: Option<Py<PyAny>>,
         index_cache_size: Option<u32>,
         location: Option<String>,
     ) -> PyResult<Bound<'_, PyAny>> {
@@ -304,6 +304,7 @@ impl Connection {
                 },
                 page_token,
                 limit: limit.map(|l| l as i32),
+                ..Default::default()
             };
             let response = inner.list_namespaces(request).await.infer_error()?;
             Python::with_gil(|py| -> PyResult<Py<PyDict>> {
@@ -325,12 +326,12 @@ impl Connection {
         let inner = self_.get_inner()?.clone();
         let py = self_.py();
         future_into_py(py, async move {
-            use lance_namespace::models::{create_namespace_request, CreateNamespaceRequest};
-            let mode_enum = mode.and_then(|m| match m.to_lowercase().as_str() {
-                "create" => Some(create_namespace_request::Mode::Create),
-                "exist_ok" => Some(create_namespace_request::Mode::ExistOk),
-                "overwrite" => Some(create_namespace_request::Mode::Overwrite),
-                _ => None,
+            use lance_namespace::models::CreateNamespaceRequest;
+            let mode_enum = mode.map(|m| match m.to_lowercase().as_str() {
+                "create" => "Create".to_string(),
+                "exist_ok" => "ExistOk".to_string(),
+                "overwrite" => "Overwrite".to_string(),
+                other => other.to_string(),
             });
             let request = CreateNamespaceRequest {
                 id: if namespace.is_empty() {
@@ -340,6 +341,7 @@ impl Connection {
                 },
                 mode: mode_enum,
                 properties,
+                ..Default::default()
             };
             let response = inner.create_namespace(request).await.infer_error()?;
             Python::with_gil(|py| -> PyResult<Py<PyDict>> {
@@ -360,16 +362,16 @@ impl Connection {
         let inner = self_.get_inner()?.clone();
         let py = self_.py();
         future_into_py(py, async move {
-            use lance_namespace::models::{drop_namespace_request, DropNamespaceRequest};
-            let mode_enum = mode.and_then(|m| match m.to_uppercase().as_str() {
-                "SKIP" => Some(drop_namespace_request::Mode::Skip),
-                "FAIL" => Some(drop_namespace_request::Mode::Fail),
-                _ => None,
+            use lance_namespace::models::DropNamespaceRequest;
+            let mode_enum = mode.map(|m| match m.to_uppercase().as_str() {
+                "SKIP" => "Skip".to_string(),
+                "FAIL" => "Fail".to_string(),
+                other => other.to_string(),
             });
-            let behavior_enum = behavior.and_then(|b| match b.to_uppercase().as_str() {
-                "RESTRICT" => Some(drop_namespace_request::Behavior::Restrict),
-                "CASCADE" => Some(drop_namespace_request::Behavior::Cascade),
-                _ => None,
+            let behavior_enum = behavior.map(|b| match b.to_uppercase().as_str() {
+                "RESTRICT" => "Restrict".to_string(),
+                "CASCADE" => "Cascade".to_string(),
+                other => other.to_string(),
             });
             let request = DropNamespaceRequest {
                 id: if namespace.is_empty() {
@@ -379,6 +381,7 @@ impl Connection {
                 },
                 mode: mode_enum,
                 behavior: behavior_enum,
+                ..Default::default()
             };
             let response = inner.drop_namespace(request).await.infer_error()?;
             Python::with_gil(|py| -> PyResult<Py<PyDict>> {
@@ -405,6 +408,7 @@ impl Connection {
                 } else {
                     Some(namespace)
                 },
+                ..Default::default()
             };
             let response = inner.describe_namespace(request).await.infer_error()?;
             Python::with_gil(|py| -> PyResult<Py<PyDict>> {
@@ -434,6 +438,7 @@ impl Connection {
                 },
                 page_token,
                 limit: limit.map(|l| l as i32),
+                ..Default::default()
             };
             let response = inner.list_tables(request).await.infer_error()?;
             Python::with_gil(|py| -> PyResult<Py<PyDict>> {
diff --git a/python/src/lib.rs b/python/src/lib.rs
index 3c7289ca..d9da8614 100644
--- a/python/src/lib.rs
+++ b/python/src/lib.rs
@@ -1,3 +1,4 @@
+#![allow(deprecated)]
 // SPDX-License-Identifier: Apache-2.0
 // SPDX-FileCopyrightText: Copyright The LanceDB Authors
 
diff --git a/python/src/permutation.rs b/python/src/permutation.rs
index 9a9d10e2..33dfab14 100644
--- a/python/src/permutation.rs
+++ b/python/src/permutation.rs
@@ -281,7 +281,7 @@ impl PyPermutationReader {
         let reader = slf.reader.clone();
         future_into_py(slf.py(), async move {
             let schema = reader.output_schema(selection).await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
diff --git a/python/src/query.rs b/python/src/query.rs
index 682c5137..7d47bf5a 100644
--- a/python/src/query.rs
+++ b/python/src/query.rs
@@ -216,7 +216,7 @@ impl<'py> IntoPyObject<'py> for PyQueryVectors {
         let py_objs = self
             .0
             .into_iter()
-            .map(|v| v.to_data().into_pyarrow(py))
+            .map(|v| v.to_data().into_pyarrow(py).map(|bound| bound.unbind()))
             .collect::<Result<Vec<_>, _>>()?;
         PyList::new(py, py_objs)
     }
@@ -453,7 +453,7 @@ impl Query {
         let inner = self_.inner.clone();
         future_into_py(self_.py(), async move {
             let schema = inner.output_schema().await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
@@ -532,7 +532,7 @@ impl TakeQuery {
         let inner = self_.inner.clone();
         future_into_py(self_.py(), async move {
             let schema = inner.output_schema().await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
@@ -627,7 +627,7 @@ impl FTSQuery {
         let inner = self_.inner.clone();
         future_into_py(self_.py(), async move {
             let schema = inner.output_schema().await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
@@ -806,7 +806,7 @@ impl VectorQuery {
         let inner = self_.inner.clone();
         future_into_py(self_.py(), async move {
             let schema = inner.output_schema().await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
diff --git a/python/src/storage_options.rs b/python/src/storage_options.rs
index ca604db3..5f21f315 100644
--- a/python/src/storage_options.rs
+++ b/python/src/storage_options.rs
@@ -17,7 +17,7 @@ use pyo3::types::PyDict;
 /// Internal wrapper around a Python object implementing StorageOptionsProvider
 pub struct PyStorageOptionsProvider {
     /// The Python object implementing fetch_storage_options()
-    inner: PyObject,
+    inner: Py<PyAny>,
 }
 
 impl Clone for PyStorageOptionsProvider {
@@ -29,7 +29,7 @@ impl Clone for PyStorageOptionsProvider {
 }
 
 impl PyStorageOptionsProvider {
-    pub fn new(obj: PyObject) -> PyResult<Self> {
+    pub fn new(obj: Py<PyAny>) -> PyResult<Self> {
         Python::with_gil(|py| {
             // Verify the object has a fetch_storage_options method
             if !obj.bind(py).hasattr("fetch_storage_options")? {
@@ -143,7 +143,7 @@ impl std::fmt::Debug for PyStorageOptionsProviderWrapper {
 /// This is the main entry point for converting Python StorageOptionsProvider objects
 /// to Rust trait objects that can be used by the Lance ecosystem.
 pub fn py_object_to_storage_options_provider(
-    py_obj: PyObject,
+    py_obj: Py<PyAny>,
 ) -> PyResult<Arc<dyn StorageOptionsProvider>> {
     let py_provider = PyStorageOptionsProvider::new(py_obj)?;
     Ok(Arc::new(PyStorageOptionsProviderWrapper::new(py_provider)))
diff --git a/python/src/table.rs b/python/src/table.rs
index eaa55633..0b9058aa 100644
--- a/python/src/table.rs
+++ b/python/src/table.rs
@@ -287,7 +287,7 @@ impl Table {
         let inner = self_.inner_ref()?.clone();
         future_into_py(self_.py(), async move {
             let schema = inner.schema().await.infer_error()?;
-            Python::with_gil(|py| schema.to_pyarrow(py))
+            Python::with_gil(|py| schema.to_pyarrow(py).map(|bound| bound.unbind()))
         })
     }
 
diff --git a/rust/lancedb/src/database/namespace.rs b/rust/lancedb/src/database/namespace.rs
index 6f05a057..ce0fdf66 100644
--- a/rust/lancedb/src/database/namespace.rs
+++ b/rust/lancedb/src/database/namespace.rs
@@ -9,7 +9,7 @@ use std::sync::Arc;
 use async_trait::async_trait;
 use lance_namespace::{
     models::{
-        CreateEmptyTableRequest, CreateNamespaceRequest, CreateNamespaceResponse,
+        CreateNamespaceRequest, CreateNamespaceResponse, DeclareTableRequest,
         DescribeNamespaceRequest, DescribeNamespaceResponse, DescribeTableRequest,
         DropNamespaceRequest, DropNamespaceResponse, DropTableRequest, ListNamespacesRequest,
         ListNamespacesResponse, ListTablesRequest, ListTablesResponse,
@@ -137,6 +137,7 @@ impl Database for LanceNamespaceDatabase {
             id: Some(request.namespace),
             page_token: request.start_after,
             limit: request.limit.map(|l| l as i32),
+            ..Default::default()
         };
 
         let response = self.namespace.list_tables(ns_request).await?;
@@ -154,6 +155,7 @@ impl Database for LanceNamespaceDatabase {
         let describe_request = DescribeTableRequest {
             id: Some(table_id.clone()),
             version: None,
+            ..Default::default()
         };
 
         let describe_result = self.namespace.describe_table(describe_request).await;
@@ -171,6 +173,7 @@ impl Database for LanceNamespaceDatabase {
                     // Drop the existing table - must succeed
                     let drop_request = DropTableRequest {
                         id: Some(table_id.clone()),
+                        ..Default::default()
                     };
                     self.namespace
                         .drop_table(drop_request)
@@ -202,29 +205,24 @@ impl Database for LanceNamespaceDatabase {
         let mut table_id = request.namespace.clone();
         table_id.push(request.name.clone());
 
-        let create_empty_request = CreateEmptyTableRequest {
+        let declare_request = DeclareTableRequest {
             id: Some(table_id.clone()),
             location: None,
-            properties: if self.storage_options.is_empty() {
-                None
-            } else {
-                Some(self.storage_options.clone())
-            },
+            vend_credentials: None,
+            ..Default::default()
         };
 
-        let create_empty_response = self
+        let declare_response = self
             .namespace
-            .create_empty_table(create_empty_request)
+            .declare_table(declare_request)
             .await
             .map_err(|e| Error::Runtime {
-                message: format!("Failed to create empty table: {}", e),
+                message: format!("Failed to declare table: {}", e),
             })?;
 
-        let location = create_empty_response
-            .location
-            .ok_or_else(|| Error::Runtime {
-                message: "Table location is missing from create_empty_table response".to_string(),
-            })?;
+        let location = declare_response.location.ok_or_else(|| Error::Runtime {
+            message: "Table location is missing from declare_table response".to_string(),
+        })?;
 
         let native_table = NativeTable::create_from_namespace(
             self.namespace.clone(),
@@ -281,7 +279,10 @@ impl Database for LanceNamespaceDatabase {
         let mut table_id = namespace.to_vec();
         table_id.push(name.to_string());
 
-        let drop_request = DropTableRequest { id: Some(table_id) };
+        let drop_request = DropTableRequest {
+            id: Some(table_id),
+            ..Default::default()
+        };
         self.namespace
             .drop_table(drop_request)
             .await
@@ -438,6 +439,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -499,6 +501,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -563,6 +566,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -647,6 +651,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -703,6 +708,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -784,6 +790,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
@@ -818,6 +825,7 @@ mod tests {
             id: Some(vec!["test_ns".into()]),
             mode: None,
             properties: None,
+            ..Default::default()
         })
         .await
         .expect("Failed to create namespace");
diff --git a/rust/lancedb/src/remote/db.rs b/rust/lancedb/src/remote/db.rs
index 895c18a0..a1210457 100644
--- a/rust/lancedb/src/remote/db.rs
+++ b/rust/lancedb/src/remote/db.rs
@@ -1720,6 +1720,7 @@ mod tests {
                 id: Some(namespace.clone()),
                 mode: None,
                 properties: None,
+                ..Default::default()
             })
             .await
             .expect("Failed to create namespace");
@@ -1746,6 +1747,7 @@ mod tests {
                     id: Some(namespace.clone()),
                     page_token: None,
                     limit: None,
+                    ..Default::default()
                 })
                 .await
                 .expect("Failed to list tables");
@@ -1758,6 +1760,7 @@ mod tests {
                     id: Some(namespace.clone()),
                     page_token: None,
                     limit: None,
+                    ..Default::default()
                 })
                 .await
                 .unwrap();
@@ -1799,6 +1802,7 @@ mod tests {
                 id: Some(namespace.clone()),
                 mode: None,
                 properties: None,
+                ..Default::default()
             })
             .await
             .expect("Failed to create namespace");
@@ -1825,6 +1829,7 @@ mod tests {
                     id: Some(namespace.clone()),
                     page_token: None,
                     limit: None,
+                    ..Default::default()
                 })
                 .await
                 .unwrap();
diff --git a/rust/lancedb/src/table.rs b/rust/lancedb/src/table.rs
index 9f8d16b5..163c101b 100644
--- a/rust/lancedb/src/table.rs
+++ b/rust/lancedb/src/table.rs
@@ -42,8 +42,8 @@ use lance_index::DatasetIndexExt;
 use lance_index::IndexType;
 use lance_io::object_store::LanceNamespaceStorageOptionsProvider;
 use lance_namespace::models::{
-    QueryTableRequest as NsQueryTableRequest, QueryTableRequestFullTextQuery,
-    QueryTableRequestVector, StringFtsQuery,
+    QueryTableRequest as NsQueryTableRequest, QueryTableRequestColumns,
+    QueryTableRequestFullTextQuery, QueryTableRequestVector, StringFtsQuery,
 };
 use lance_namespace::LanceNamespace;
 use lance_table::format::Manifest;
@@ -1424,7 +1424,7 @@ impl Table {
             })
             .collect::<Vec<_>>();
 
-        let unioned = Arc::new(UnionExec::new(projected_plans));
+        let unioned = UnionExec::try_new(projected_plans).unwrap();
         // We require 1 partition in the final output
         let repartitioned = RepartitionExec::try_new(
             unioned,
@@ -2332,6 +2332,18 @@ impl NativeTable {
         }
     }
 
+    /// Convert selected columns into the namespace request format.
+    fn namespace_columns(&self, columns: &[String]) -> Option<Box<QueryTableRequestColumns>> {
+        if columns.is_empty() {
+            None
+        } else {
+            Some(Box::new(QueryTableRequestColumns {
+                column_names: Some(columns.to_vec()),
+                column_aliases: None,
+            }))
+        }
+    }
+
     /// Convert an AnyQuery to the namespace QueryTableRequest format.
     fn convert_to_namespace_query(&self, query: &AnyQuery) -> Result<NsQueryTableRequest> {
         match query {
@@ -2348,7 +2360,7 @@ impl NativeTable {
                 // Convert select to columns list
                 let columns = match &vq.base.select {
                     Select::All => None,
-                    Select::Columns(cols) => Some(cols.clone()),
+                    Select::Columns(cols) => self.namespace_columns(cols),
                     Select::Dynamic(_) => {
                         return Err(Error::NotSupported {
                             message:
@@ -2383,6 +2395,8 @@ impl NativeTable {
                 });
 
                 Ok(NsQueryTableRequest {
+                    identity: None,
+                    context: None,
                     id: None, // Will be set in namespace_query
                     k: vq.base.limit.unwrap_or(10) as i32,
                     vector: Box::new(vector),
@@ -2421,7 +2435,7 @@ impl NativeTable {
 
                 let columns = match &q.select {
                     Select::All => None,
-                    Select::Columns(cols) => Some(cols.clone()),
+                    Select::Columns(cols) => self.namespace_columns(cols),
                     Select::Dynamic(_) => {
                         return Err(Error::NotSupported {
                             message: "Dynamic columns are not supported for server-side query"
@@ -2453,6 +2467,8 @@ impl NativeTable {
                 });
 
                 Ok(NsQueryTableRequest {
+                    identity: None,
+                    context: None,
                     id: None, // Will be set by caller
                     vector,
                     k: q.limit.unwrap_or(10) as i32,
@@ -5146,7 +5162,13 @@ mod tests {
         assert_eq!(ns_request.k, 10);
         assert_eq!(ns_request.offset, Some(5));
         assert_eq!(ns_request.filter, Some("id > 0".to_string()));
-        assert_eq!(ns_request.columns, Some(vec!["id".to_string()]));
+        let column_names = ns_request
+            .columns
+            .as_ref()
+            .and_then(|c| c.column_names.as_ref())
+            .cloned()
+            .unwrap();
+        assert_eq!(column_names, vec!["id".to_string()]);
         assert_eq!(ns_request.vector_column, Some("vector".to_string()));
         assert_eq!(ns_request.distance_type, Some("l2".to_string()));
         assert!(ns_request.vector.single_vector.is_some());
@@ -5187,7 +5209,13 @@ mod tests {
         assert_eq!(ns_request.k, 20);
         assert_eq!(ns_request.offset, Some(5));
         assert_eq!(ns_request.filter, Some("id > 5".to_string()));
-        assert_eq!(ns_request.columns, Some(vec!["id".to_string()]));
+        let column_names = ns_request
+            .columns
+            .as_ref()
+            .and_then(|c| c.column_names.as_ref())
+            .cloned()
+            .unwrap();
+        assert_eq!(column_names, vec!["id".to_string()]);
         assert_eq!(ns_request.with_row_id, Some(true));
         assert_eq!(ns_request.bypass_vector_index, Some(true));
         assert!(ns_request.vector_column.is_none()); // No vector column for plain queries
diff --git a/rust/lancedb/src/table/dataset.rs b/rust/lancedb/src/table/dataset.rs
index ea173429..50f6b647 100644
--- a/rust/lancedb/src/table/dataset.rs
+++ b/rust/lancedb/src/table/dataset.rs
@@ -100,7 +100,8 @@ impl DatasetRef {
                 let should_checkout = match &target_ref {
                     refs::Ref::Version(_, Some(target_ver)) => version != target_ver,
                     refs::Ref::Version(_, None) => true, // No specific version, always checkout
-                    refs::Ref::Tag(_) => true,           // Always checkout for tags
+                    refs::Ref::VersionNumber(target_ver) => version != target_ver,
+                    refs::Ref::Tag(_) => true, // Always checkout for tags
                 };
 
                 if should_checkout {