diff --git a/Cargo.lock b/Cargo.lock
index 87b228a871..163e844972 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -149,9 +149,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.103"
+version = "1.0.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a4385e2e34eb35d6b3efe798b9eb88096925d87726c0798709bf56d9ed84af3"
+checksum = "7f202df86484c868dbad7eaa557ef785d5c66295e41b460ef922eca0723b842c"
 
 [[package]]
 name = "apache-avro"
@@ -167,7 +167,7 @@ dependencies = [
  "miniz_oxide",
  "num-bigint",
  "quad-rand",
- "rand 0.9.5",
+ "rand 0.9.4",
  "regex-lite",
  "serde",
  "serde_bytes",
@@ -200,9 +200,9 @@ dependencies = [
 
 [[package]]
 name = "arc-swap"
-version = "1.9.2"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c049c0be4daef0b145cb3555416b3b8ef5b7888a38aea1a3a155801fe7b0810b"
+checksum = "6a3a1fd6f75306b68087b831f025c712524bcb19aad54e557b1129cfa0a2b207"
 dependencies = [
  "rustversion",
 ]
@@ -221,9 +221,9 @@ checksum = "76a2e8124351fda1ef8aaaa3bbd7ebbcb486bbcd4225aca0aa0d84bb2db8fecb"
 
 [[package]]
 name = "arrayvec"
-version = "0.7.8"
+version = "0.7.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3fb67a6e08acf24fdeccbac2cb6ac4305825bd1f117462e0e6f2f193345ad56"
+checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
@@ -295,7 +295,7 @@ dependencies = [
  "flate2",
  "indexmap 2.14.0",
  "liblzma",
- "rand 0.9.5",
+ "rand 0.9.4",
  "serde",
  "serde_json",
  "snap",
@@ -451,7 +451,7 @@ version = "58.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "21ca356ad6425cecb6eb7b28e4f659f1ee7880fbb1a16127de7dd62901efee9e"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "serde_core",
  "serde_json",
 ]
@@ -599,11 +599,11 @@ dependencies = [
  "aws-sdk-ssooidc",
  "aws-sdk-sts",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
- "aws-smithy-schema 0.1.0",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "aws-types",
  "bytes",
@@ -632,9 +632,9 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-rs"
-version = "1.17.1"
+version = "1.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4342d8937fc7e5dd9b1c60292261c0670c882a2cd1719cfc11b1af41731e32ad"
+checksum = "5ec2f1fc3ec205783a5da9a7e6c1509cc69dedf09a1949e412c1e18469326d00"
 dependencies = [
  "aws-lc-sys",
  "zeroize",
@@ -642,15 +642,14 @@ dependencies = [
 
 [[package]]
 name = "aws-lc-sys"
-version = "0.42.0"
+version = "0.41.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d9ceb1da931507a12f4fccea479dccd00da1943e1b4ae72d8e502d707361444"
+checksum = "1a2f9779ce85b93ab6170dd940ad0169b5766ff848247aff13bb788b832fe3f4"
 dependencies = [
  "cc",
  "cmake",
  "dunce",
  "fs_extra",
- "pkg-config",
 ]
 
 [[package]]
@@ -662,7 +661,7 @@ dependencies = [
  "aws-credential-types",
  "aws-sigv4",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -680,17 +679,17 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-glue"
-version = "1.153.0"
+version = "1.150.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48b33661f9c0b02b6c23d42646f43ea9eab6db37fdcbd80f85fabe72a70b9d8e"
+checksum = "c718ce2c35c2552e3b39baa30796a6cb295c1f12e9d91a4cddbf6b8f34438379"
 dependencies = [
  "arc-swap",
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
- "aws-smithy-observability 0.2.6",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -713,9 +712,9 @@ dependencies = [
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
- "aws-smithy-observability 0.2.6",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -738,9 +737,9 @@ dependencies = [
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
- "aws-smithy-observability 0.2.6",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -763,9 +762,9 @@ dependencies = [
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
- "aws-smithy-observability 0.2.6",
+ "aws-smithy-observability",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -788,9 +787,9 @@ dependencies = [
  "aws-credential-types",
  "aws-runtime",
  "aws-smithy-async",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-json",
- "aws-smithy-observability 0.2.6",
+ "aws-smithy-observability",
  "aws-smithy-query",
  "aws-smithy-runtime",
  "aws-smithy-runtime-api",
@@ -811,7 +810,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bae38512beae0ffee7010fc24e7a8a123c53efdfef42a61e80fda4882418dc71"
 dependencies = [
  "aws-credential-types",
- "aws-smithy-http 0.63.6",
+ "aws-smithy-http",
  "aws-smithy-runtime-api",
  "aws-smithy-types",
  "bytes",
@@ -828,9 +827,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-async"
-version = "1.3.0"
+version = "1.2.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f02e407fb3b54891734224b9ffac8a71fdd35f542500fa1af95754a6b2beb316"
+checksum = "2ffcaf626bdda484571968400c326a244598634dc75fd451325a54ad1a59acfc"
 dependencies = [
  "futures-util",
  "pin-project-lite",
@@ -858,32 +857,11 @@ dependencies = [
  "tracing",
 ]
 
-[[package]]
-name = "aws-smithy-http"
-version = "0.64.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37843d9add67c3aff5856f409c6dc315d3cdff60f9c0cb5b670dab1e9920306d"
-dependencies = [
- "aws-smithy-runtime-api",
- "aws-smithy-types",
- "bytes",
- "bytes-utils",
- "futures-core",
- "futures-util",
- "http 1.4.2",
- "http-body 1.0.1",
- "http-body-util",
- "percent-encoding",
- "pin-project-lite",
- "pin-utils",
- "tracing",
-]
-
 [[package]]
 name = "aws-smithy-http-client"
-version = "1.2.0"
+version = "1.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "635d23afda0a6ab48d666c4d447c4873e8d1e83518a2be2093122397e50b838e"
+checksum = "5c3ef8931ad1c98aa6a55b4256f847f3116090819844e0dd41ea682cac5dd2d3"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
@@ -910,7 +888,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "701a947f4797e52a911e114a898667c746c39feea467bbd1abd7b3721f702ffa"
 dependencies = [
  "aws-smithy-runtime-api",
- "aws-smithy-schema 0.1.0",
+ "aws-smithy-schema",
  "aws-smithy-types",
 ]
 
@@ -923,15 +901,6 @@ dependencies = [
  "aws-smithy-runtime-api",
 ]
 
-[[package]]
-name = "aws-smithy-observability"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e86338c869539a581bf161247762a6e87f92c5c075060057b5ed6d06632ed0c"
-dependencies = [
- "aws-smithy-runtime-api",
-]
-
 [[package]]
 name = "aws-smithy-query"
 version = "0.60.15"
@@ -944,16 +913,16 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "1.12.0"
+version = "1.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bea94a9ff8464016338c851e24b472d7131c388c88898a502e781815b2ee6045"
+checksum = "b8e6f5caf6fea86f8c2206541ab5857cfcda9013426cdbe8fa0098b9e2d32182"
 dependencies = [
  "aws-smithy-async",
- "aws-smithy-http 0.64.0",
+ "aws-smithy-http",
  "aws-smithy-http-client",
- "aws-smithy-observability 0.3.0",
+ "aws-smithy-observability",
  "aws-smithy-runtime-api",
- "aws-smithy-schema 0.2.0",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "bytes",
  "fastrand",
@@ -970,9 +939,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime-api"
-version = "1.13.0"
+version = "1.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22ed1ebe6e0a95ea84570225f5a8208dec4b8f77e61a9b0d6f51773fcb4612f0"
+checksum = "9db177daa6ba8afb9ee1aefcf548c907abcf52065e394ee11a92780057fe0e8c"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api-macros",
@@ -988,9 +957,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime-api-macros"
-version = "1.1.0"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "221eaa237ddf1ca79b60d1372aad77e47f9c0ea5b3ce5099da8c61d027dc77b3"
+checksum = "8d7396fd9500589e62e460e987ecb671bad374934e55ec3b5f498cc7a8a8a7b7"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1008,22 +977,11 @@ dependencies = [
  "http 1.4.2",
 ]
 
-[[package]]
-name = "aws-smithy-schema"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d56e0a4e53127a632224e43633b0fe045fa9e1e3cfc68b9830f1115e103f910"
-dependencies = [
- "aws-smithy-runtime-api",
- "aws-smithy-types",
- "http 1.4.2",
-]
-
 [[package]]
 name = "aws-smithy-types"
-version = "1.6.1"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6dc683efb34b9e755675b37fedbe0103141e5b6df7bdc9eb6967756a8c167d8"
+checksum = "32b42fcf341259d85ca10fac9a2f6448a8ec691c6955a18e45bc3b71a85fab85"
 dependencies = [
  "base64-simd",
  "bytes",
@@ -1063,7 +1021,7 @@ dependencies = [
  "aws-credential-types",
  "aws-smithy-async",
  "aws-smithy-runtime-api",
- "aws-smithy-schema 0.1.0",
+ "aws-smithy-schema",
  "aws-smithy-types",
  "rustc_version",
  "tracing",
@@ -1122,12 +1080,6 @@ version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "230c5f1ca6a325a32553f8640d31ac9b49f2411e901e427570154868b46da4f7"
 
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitflags"
 version = "2.13.0"
@@ -1254,13 +1206,13 @@ dependencies = [
 
 [[package]]
 name = "bstr"
-version = "1.12.3"
+version = "1.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cee35f73844aa3014bb606320a6c1f010249dbdf43342fe54b5a4f6a8ed4b79"
+checksum = "63044e1ae8e69f3b5a92c736ca6269b8d12fa7efe39bf34ddb06d102cf0e2cab"
 dependencies = [
  "memchr",
  "regex-automata",
- "serde_core",
+ "serde",
 ]
 
 [[package]]
@@ -1297,9 +1249,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.12.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ae3f5d315924270530207e2a68396c3cc547f6dca3fbdca317cfb1a51edb593"
+checksum = "1e748733b7cbc798e1434b6ac524f0c1ff2ab456fe201501e6497c8417a4fc33"
 dependencies = [
  "serde",
 ]
@@ -1334,9 +1286,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.66"
+version = "1.2.64"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f5d6cac793997bd970000024b2934968efe83b382de4fdcf4fcb46b6ee4ad996"
+checksum = "dad887fd958be91b5098c0248def011f4523ab786cd411be668777e55063501f"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -1364,9 +1316,9 @@ checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
 [[package]]
 name = "chacha20"
-version = "0.10.1"
+version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d524456ba66e72eb8b115ff89e01e497f8e6d11d78b70b1aa13c0fbd97540a81"
+checksum = "6f8d983286843e49675a4b7a2d174efe136dc93a18d69130dd18198a6c167601"
 dependencies = [
  "cfg-if 1.0.4",
  "cpufeatures 0.3.0",
@@ -1538,9 +1490,9 @@ dependencies = [
 
 [[package]]
 name = "console"
-version = "0.16.4"
+version = "0.16.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fe5f465a4f6fee88fad41b85d990f84c835335e85b5d9e6e63e0d06d28cba7c"
+checksum = "d64e8af5551369d19cf50138de61f1c42074ab970f74e99be916646777f8fc87"
 dependencies = [
  "encode_unicode",
  "libc",
@@ -1689,36 +1641,36 @@ dependencies = [
 
 [[package]]
 name = "crossbeam-channel"
-version = "0.5.16"
+version = "0.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d85363c37faeca707aef026efa9f3b34d077bce547e48f770770625c6013679e"
+checksum = "82b8f8f868b36967f9606790d1903570de9ceaf870a7bf9fbbd3016d636a2cb2"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-epoch"
-version = "0.9.20"
+version = "0.9.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d6914041f254d6e9176c01941b21115dcfb7089e55135a35411081bd106ef3f"
+checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-queue"
-version = "0.3.13"
+version = "0.3.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "803d13fb3b09d88be9f4dbc29062c66b19bf7170867ceb746d2a8689bf6c7a26"
+checksum = "0f58bbc28f91df819d0aa2a2c00cd19754769c2fad90579b3592b1c9ba7a3115"
 dependencies = [
  "crossbeam-utils",
 ]
 
 [[package]]
 name = "crossbeam-utils"
-version = "0.8.22"
+version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61803da095bee82a81bb1a452ecc25d3b2f1416d1897eb86430c6159ef717c17"
+checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
 [[package]]
 name = "crunchy"
@@ -1779,9 +1731,9 @@ dependencies = [
 
 [[package]]
 name = "ctor"
-version = "1.0.8"
+version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fb22e947478ccf9dc44d8922042c677a63fbb88f2cb468521d1145816e5087cb"
+checksum = "01334b89b69ff726750c5ce5073fc8bd860e99aa9a8fc5ca11b04730e3aee97a"
 dependencies = [
  "link-section",
  "linktime-proc-macro",
@@ -2091,7 +2043,7 @@ dependencies = [
  "log",
  "object_store",
  "parking_lot",
- "rand 0.9.5",
+ "rand 0.9.4",
  "tokio",
  "tokio-util",
  "url",
@@ -2242,7 +2194,7 @@ dependencies = [
  "object_store",
  "parking_lot",
  "parquet",
- "rand 0.9.5",
+ "rand 0.9.4",
  "tempfile",
  "url",
 ]
@@ -2341,7 +2293,7 @@ dependencies = [
  "md-5 0.11.0",
  "memchr",
  "num-traits",
- "rand 0.9.5",
+ "rand 0.9.4",
  "regex",
  "sha2 0.11.0",
  "uuid",
@@ -2675,7 +2627,7 @@ dependencies = [
  "log",
  "num-traits",
  "percent-encoding",
- "rand 0.9.5",
+ "rand 0.9.4",
  "serde_json",
  "sha1 0.11.0",
  "sha2 0.11.0",
@@ -2727,37 +2679,6 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "defmt"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2953bfe4f93bbd20cc71198842756f77d161884c99ebbabc41d80231ded88d1"
-dependencies = [
- "bitflags 1.3.2",
- "defmt-macros",
-]
-
-[[package]]
-name = "defmt-macros"
-version = "1.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bad9c72e7ca2137e0dc3813245a0d282fd6daad32fd800af018306a9169b5fe8"
-dependencies = [
- "defmt-parser",
- "proc-macro2",
- "quote",
- "syn",
-]
-
-[[package]]
-name = "defmt-parser"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10d60334b3b2e7c9d91ef8150abfb6fa4c1c39ebbcf4a81c2e346aad939fee3e"
-dependencies = [
- "thiserror 2.0.18",
-]
-
 [[package]]
 name = "der"
 version = "0.7.10"
@@ -2960,18 +2881,18 @@ checksum = "869b0adbda23651a9c5c0c3d270aac9fcb52e8622a8f2b17e57802d7791962f2"
 
 [[package]]
 name = "enum-ordinalize"
-version = "4.4.1"
+version = "4.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07f808d588c10e464ea6f7d3eaed500049eff30aaac103460f61828c2d65b3eb"
+checksum = "4a1091a7bb1f8f2c4b28f1fe2cef4980ca2d410a3d727d67ecc3178c9b0800f0"
 dependencies = [
  "enum-ordinalize-derive",
 ]
 
 [[package]]
 name = "enum-ordinalize-derive"
-version = "4.4.1"
+version = "4.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42e528e2d34ba8a67a1a650b86beae8ef69fc5fdb638016f386b973226590432"
+checksum = "8ca9601fb2d62598ee17836250842873a413586e5d7ed88b356e38ddbb0ec631"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2980,9 +2901,9 @@ dependencies = [
 
 [[package]]
 name = "env_filter"
-version = "2.0.0"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "900d271a03799a1ee8d1ca9b19893b48ca674a9284fefcfb85f05e74ed314217"
+checksum = "32e90c2accc4b07a8456ea0debdc2e7587bdd890680d71173a15d4ae604f6eef"
 dependencies = [
  "log",
  "regex",
@@ -2990,9 +2911,9 @@ dependencies = [
 
 [[package]]
 name = "env_logger"
-version = "0.11.11"
+version = "0.11.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "de671bd27a75a797dc9ae289ba1e77276e75e2026408aab65185384e2d5cd3f6"
+checksum = "0621c04f2196ac3f488dd583365b9c09be011a4ab8b9f37248ffcc8f6198b56a"
 dependencies = [
  "anstream",
  "anstyle",
@@ -3130,7 +3051,7 @@ version = "25.12.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35f6839d7b3b98adde531effaf34f0c2badc6f4735d26fe74709d8e513a96ef3"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "rustc_version",
 ]
 
@@ -3194,9 +3115,9 @@ dependencies = [
 
 [[package]]
 name = "fs-err"
-version = "3.3.1"
+version = "3.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b91aa448ca50d7e79433bdf3ee8d99215430d2ec02ade5aefab2a073a1822e8a"
+checksum = "73fde052dbfc920003cfd2c8e2c6e6d4cc7c1091538c3a24226cec0665ab08c0"
 dependencies = [
  "autocfg",
 ]
@@ -3351,22 +3272,26 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
 dependencies = [
  "cfg-if 1.0.4",
+ "js-sys",
  "libc",
  "r-efi 5.3.0",
  "wasip2",
+ "wasm-bindgen",
 ]
 
 [[package]]
 name = "getrandom"
-version = "0.4.3"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "300e883d756b2e4ec94e02791f39b04b522276138852cfc41d9fb7e904106099"
+checksum = "0de51e6874e94e7bf76d726fc5d13ba782deca734ff60d5bb2fb2607c7406555"
 dependencies = [
  "cfg-if 1.0.4",
  "js-sys",
  "libc",
  "r-efi 6.0.0",
  "rand_core 0.10.1",
+ "wasip2",
+ "wasip3",
  "wasm-bindgen",
 ]
 
@@ -3650,15 +3575,15 @@ checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
 [[package]]
 name = "humantime"
-version = "2.4.0"
+version = "2.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15cdd26707701c53297e2fa6afb323d55fbc1d0810c3aec078ae3ef0424c3c15"
+checksum = "135b12329e5e3ce057a9f972339ea52bc954fe1e9358ef27f95e89716fbc5424"
 
 [[package]]
 name = "hybrid-array"
-version = "0.4.13"
+version = "0.4.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "818356c5132c1fede50f837ca96afbe78ff42413047f4abb886217845e1b6c8c"
+checksum = "9155a582abd142abc056962c29e3ce5ff2ad5469f4246b537ed42c5deba857da"
 dependencies = [
  "typenum",
 ]
@@ -3789,7 +3714,7 @@ dependencies = [
  "ordered-float 4.6.0",
  "parquet",
  "pretty_assertions",
- "rand 0.9.5",
+ "rand 0.9.4",
  "regex",
  "reqwest 0.12.28",
  "roaring",
@@ -4132,6 +4057,12 @@ dependencies = [
  "zerovec",
 ]
 
+[[package]]
+name = "id-arena"
+version = "2.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d3067d79b975e8844ca9eb072e16b31c3c1c36928edf9c6789548c524d0d954"
+
 [[package]]
 name = "ident_case"
 version = "1.0.1"
@@ -4184,9 +4115,9 @@ dependencies = [
 
 [[package]]
 name = "indicatif"
-version = "0.18.6"
+version = "0.18.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9433806cd6b4ec1aba79c021c7e4c58fb4c3b9977c085062e611ac929998fb0c"
+checksum = "25470f23803092da7d239834776d653104d551bc4d7eacaf31e6837854b8e9eb"
 dependencies = [
  "console",
  "portable-atomic",
@@ -4268,11 +4199,10 @@ checksum = "8f42a60cbdf9a97f5d2305f08a87dc4e09308d1276d28c869c684d7777685682"
 
 [[package]]
 name = "jiff"
-version = "0.2.31"
+version = "0.2.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ccfe6121cbe750cf81efa362d85c0bde7ea298ec43092d3a193baca59cdbd634"
+checksum = "4603d3033e49e2b0e31229fcab20a5d40089c607d975cd9c80551dc69eed9102"
 dependencies = [
- "defmt",
  "jiff-static",
  "jiff-tzdb-platform",
  "js-sys",
@@ -4286,9 +4216,9 @@ dependencies = [
 
 [[package]]
 name = "jiff-static"
-version = "0.2.31"
+version = "0.2.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e165e897f662d428f3cd3828a919dbe067c2d42bb1031eede74ef9d27ecdedd2"
+checksum = "782d32378dddf207193ac91cefb848ad41abb58195c95168e1291227a0832b47"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4297,9 +4227,9 @@ dependencies = [
 
 [[package]]
 name = "jiff-tzdb"
-version = "0.1.7"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6142247df1a93c2b3587402a19710be3e6e942f1581a1702e76408f2c21d6590"
+checksum = "c900ef84826f1338a557697dc8fc601df9ca9af4ac137c7fb61d4c6f2dfd3076"
 
 [[package]]
 name = "jiff-tzdb-platform"
@@ -4361,19 +4291,19 @@ dependencies = [
 
 [[package]]
 name = "jobserver"
-version = "0.1.35"
+version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c00acbd29eabad4a2392fa0e921c874934dbbf4194312ad20f04a0ed67a3cb3"
+checksum = "9afb3de4395d6b3e67a780b6de64b51c978ecf11cb9a462c66be7d4ca9039d33"
 dependencies = [
- "getrandom 0.4.3",
+ "getrandom 0.3.4",
  "libc",
 ]
 
 [[package]]
 name = "js-sys"
-version = "0.3.103"
+version = "0.3.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53b44bfcdb3f8d5837a46dae1ca9660a837176eee74a28b229bc626816589102"
+checksum = "03d04c30968dffe80775bd4d7fb676131cd04a1fb46d2686dbffbaec2d9dfd31"
 dependencies = [
  "cfg-if 1.0.4",
  "futures-util",
@@ -4406,6 +4336,12 @@ dependencies = [
  "spin",
 ]
 
+[[package]]
+name = "leb128fmt"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09edd9e8b54e49e587e4f6295a7d29c3ea94d469cb40ab8ca70b288248a81db2"
+
 [[package]]
 name = "lexical-core"
 version = "1.0.6"
@@ -4487,18 +4423,18 @@ dependencies = [
 
 [[package]]
 name = "liblzma"
-version = "0.4.7"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45aec2360b3933207e27908049d8e4df4e476b58180afb1e56b2a4fb72efe4ba"
+checksum = "b6033b77c21d1f56deeae8014eb9fbe7bdf1765185a6c508b5ca82eeaed7f899"
 dependencies = [
  "liblzma-sys",
 ]
 
 [[package]]
 name = "liblzma-sys"
-version = "0.4.7"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a046c7f353ba30f810545151e04f63545833803f5b86ee3ddf1517247fe560a5"
+checksum = "1a60851d15cd8c5346eca4ab8babff585be2ae4bc8097c067291d3ffe2add3b6"
 dependencies = [
  "cc",
  "libc",
@@ -4522,14 +4458,14 @@ dependencies = [
 
 [[package]]
 name = "libredox"
-version = "0.1.18"
+version = "0.1.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c943259e342f1e06ff2da7a83eabdfe7f92ce10262688dbf1895ff0b3e6e4652"
+checksum = "f02ab6bace2054fb888a3c16f990117b579d14a3088e472d63c6011fa185c9d3"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "libc",
  "plain",
- "redox_syscall 0.9.0",
+ "redox_syscall 0.8.1",
 ]
 
 [[package]]
@@ -4557,9 +4493,9 @@ dependencies = [
 
 [[package]]
 name = "link-section"
-version = "0.19.0"
+version = "0.18.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e333fe507b738576d6da5bb3f1a7d7a1c80307ed9ef31624c057d844c19c93e9"
+checksum = "c2b1dd6fe32e55c0fc0ea9493aa57459ca3cf4ff3c857c7d0302290150da6e4f"
 
 [[package]]
 name = "linked-hash-map"
@@ -4607,9 +4543,9 @@ dependencies = [
 
 [[package]]
 name = "log"
-version = "0.4.33"
+version = "0.4.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ceec5bc11778974d1bcb055b18002eba7f4b3518b6a0081b3af5f21666da9ad"
+checksum = "953f07c43838f8e6f9758cab68bf5bed85465e7587ebe0b823f1bcd81978ad3a"
 
 [[package]]
 name = "lru-slab"
@@ -4724,9 +4660,9 @@ dependencies = [
 
 [[package]]
 name = "minijinja"
-version = "2.21.0"
+version = "2.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb3d648e68cea56d9858d535ee28f9538404e2dd8cb08ed0bd05dca379477f39"
+checksum = "2929e494b2280e1e18959bb2e121da03347ae896896fdfaceaab43c88a02803f"
 dependencies = [
  "memo-map",
  "serde",
@@ -4796,7 +4732,7 @@ dependencies = [
  "hyper-util",
  "log",
  "pin-project-lite",
- "rand 0.9.5",
+ "rand 0.9.4",
  "regex",
  "serde_json",
  "serde_urlencoded",
@@ -4900,7 +4836,7 @@ version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "71e2746dc3a24dd78b3cfcb7be93368c6de9963d30f43a6a73998a9cf4b17b46"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "cfg-if 1.0.4",
  "cfg_aliases",
  "libc",
@@ -4913,7 +4849,7 @@ version = "0.31.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf20d2fde8ff38632c426f1165ed7436270b44f199fc55284c38276f9db47c3d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "cfg-if 1.0.4",
  "cfg_aliases",
  "libc",
@@ -4939,9 +4875,9 @@ dependencies = [
 
 [[package]]
 name = "num-bigint"
-version = "0.4.8"
+version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c89e69e7e0f03bea5ef08013795c25018e101932225a656383bd384495ecc367"
+checksum = "a5e44f723f1133c9deac646763579fdb3ac745e418f2a7af9cd0c431da1f20b9"
 dependencies = [
  "num-integer",
  "num-traits",
@@ -4990,10 +4926,11 @@ dependencies = [
 
 [[package]]
 name = "num-iter"
-version = "0.1.46"
+version = "0.1.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c92800bd69a1eac91786bcfe9da64a897eb72911b8dc3095decbd07429e8048b"
+checksum = "1429034a0490724d0075ebb2bc9e875d6503c3cf69e235a8941aa757d83ef5bf"
 dependencies = [
+ "autocfg",
  "num-integer",
  "num-traits",
 ]
@@ -5036,7 +4973,7 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a180dd8642fa45cdb7dd721cd4c11b1cadd4929ce112ebd8b9f5803cc79d536"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -5090,7 +5027,7 @@ dependencies = [
  "parking_lot",
  "percent-encoding",
  "quick-xml 0.39.4",
- "rand 0.10.2",
+ "rand 0.10.1",
  "reqwest 0.12.28",
  "ring",
  "rustls-pki-types",
@@ -5136,7 +5073,7 @@ version = "0.57.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96c9c85ce253ff87225e7669979d877a20c98a06604ec9d6dd5f4473e08f1ae1"
 dependencies = [
- "ctor 1.0.8",
+ "ctor 1.0.7",
  "opendal-core",
  "opendal-layer-concurrent-limit",
  "opendal-layer-logging",
@@ -5912,9 +5849,9 @@ dependencies = [
 
 [[package]]
 name = "quinn"
-version = "0.11.11"
+version = "0.11.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c1a41e437b6bbd489372cd4971de128e85c855f56c57f283d20ff016cf7c0a8"
+checksum = "b9e20a958963c291dc322d98411f541009df2ced7b5a4f2bd52337638cfccf20"
 dependencies = [
  "bytes",
  "cfg_aliases",
@@ -5932,16 +5869,15 @@ dependencies = [
 
 [[package]]
 name = "quinn-proto"
-version = "0.11.16"
+version = "0.11.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2f4bfc015262b9df63c8845072ce59068853ff5872180c2ce2f13038b970e560"
+checksum = "4fcb935c5bec503c2f0e306bdd3e58bb9029dcb14fa8d9ac76e3a5256ac0763e"
 dependencies = [
  "aws-lc-rs",
  "bytes",
- "getrandom 0.4.3",
+ "getrandom 0.3.4",
  "lru-slab",
- "rand 0.10.2",
- "rand_pcg",
+ "rand 0.9.4",
  "ring",
  "rustc-hash",
  "rustls",
@@ -5955,23 +5891,23 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.15"
+version = "0.5.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35a133f956daabe89a61a685c2649f13d82d5aa4bd5d12d1277e1072a21c0694"
+checksum = "addec6a0dcad8a8d96a771f815f0eaf55f9d1805756410b39f5fa81332574cbd"
 dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
  "socket2 0.6.4",
  "tracing",
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
 name = "quote"
-version = "1.0.46"
+version = "1.0.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfbc457d0c7a0759a614551b11a6409e5951f6c7537be1f1b7682b9ae9230368"
+checksum = "41f2619966050689382d2b44f664f4bc593e129785a36d6ee376ddf37259b924"
 dependencies = [
  "proc-macro2",
 ]
@@ -6000,9 +5936,9 @@ dependencies = [
 
 [[package]]
 name = "rancor"
-version = "0.1.2"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "daff8b7b3ccf5f7ba270b3e7a0a4d4c701c5797e38dec27c7e2c3dbb830fed1c"
+checksum = "a063ea72381527c2a0561da9c80000ef822bdd7c3241b1cc1b12100e3df081ee"
 dependencies = [
  "ptr_meta",
 ]
@@ -6021,9 +5957,9 @@ dependencies = [
 
 [[package]]
 name = "rand"
-version = "0.9.5"
+version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9ef1d0d795eb7d84685bca4f72f3649f064e6641543d3a8c415898726a57b41"
+checksum = "44c5af06bb1b7d3216d91932aed5265164bf384dc89cd6ba05cf59a35f5f76ea"
 dependencies = [
  "rand_chacha 0.9.0",
  "rand_core 0.9.5",
@@ -6031,12 +5967,12 @@ dependencies = [
 
 [[package]]
 name = "rand"
-version = "0.10.2"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7f5fa3a058cd35567ef9bfa5e75732bee0f9e4c55fa90477bef2dfcdbc4be80"
+checksum = "d2e8e8bcc7961af1fdac401278c6a831614941f6164ee3bf4ce61b7edb162207"
 dependencies = [
  "chacha20",
- "getrandom 0.4.3",
+ "getrandom 0.4.2",
  "rand_core 0.10.1",
 ]
 
@@ -6085,15 +6021,6 @@ version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "63b8176103e19a2643978565ca18b50549f6101881c443590420e4dc998a3c69"
 
-[[package]]
-name = "rand_pcg"
-version = "0.10.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "caa0f4137e1c0a72f4c651489402276c8e8e1cf081f3b0ba156d2cbeef09e86a"
-dependencies = [
- "rand_core 0.10.1",
-]
-
 [[package]]
 name = "recursive"
 version = "0.1.1"
@@ -6129,16 +6056,16 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
 name = "redox_syscall"
-version = "0.9.0"
+version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5102a6aaa05aa011a238e178e6bca86d2cb56fc9f586d37cb80f5bca6e07759"
+checksum = "5b44b894f2a6e36457d665d1e08c3866add6ed5e70050c1b4ba8a8ddedb02ce7"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -6215,9 +6142,9 @@ checksum = "ba39f3699c378cd8970968dcbff9c43159ea4cfbd88d43c00b22f2ef10a435d2"
 
 [[package]]
 name = "rend"
-version = "0.5.4"
+version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "663ba70707f96e871406fe10d68128412e619b06d1d47cb91c3a4c6501176240"
+checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
 
 [[package]]
 name = "reqsign-aliyun-oss"
@@ -6445,9 +6372,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv"
-version = "0.8.17"
+version = "0.8.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "815cc8a37159a463064825246cadb07961e25cd9885908606f6d08a98d8f8874"
+checksum = "73389e0c99e664f919275ab5b5b0471391fe9a8de61e1dff9b1eaf56a90f16e3"
 dependencies = [
  "bytes",
  "hashbrown 0.17.1",
@@ -6463,9 +6390,9 @@ dependencies = [
 
 [[package]]
 name = "rkyv_derive"
-version = "0.8.17"
+version = "0.8.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0ed1a78a1b19d184b0daa629dd9a024573173ec7d485b287cb369fb3607cc1c"
+checksum = "5d2ed0b54125315fb36bd021e82d314d1c126548f871634b483f46b31d13cac6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -6544,11 +6471,11 @@ dependencies = [
 
 [[package]]
 name = "rustc-hash"
-version = "2.1.3"
+version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b1e7f9a428571be2dc5bc0505c13fb6bf936822b894ec87abf8a08a4e51742d"
+checksum = "94300abf3f1ae2e2b8ffb7b58043de3d399c73fa6f4b73826402a5c457614dbe"
 dependencies = [
- "rand 0.9.5",
+ "rand 0.8.6",
 ]
 
 [[package]]
@@ -6566,7 +6493,7 @@ version = "1.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6fe4565b9518b83ef4f91bb47ce29620ca828bd32cb7e408f0062e9930ba190"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -6575,9 +6502,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.41"
+version = "0.23.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b92b125634d9b795e7beca796cc790df15a7fb38323bf3196fda83292d06b1f"
+checksum = "ef86cd5876211988985292b91c96a8f2d298df24e75989a43a3c73f2d4d8168b"
 dependencies = [
  "aws-lc-rs",
  "once_cell",
@@ -6602,9 +6529,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.15.0"
+version = "1.14.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "764899a24af3980067ee14bc143654f297b22eaebfe3c7b6b211920a5a59b046"
+checksum = "30a7197ae7eb376e574fe940d068c30fe0462554a3ddbe4eca7838e049c937a9"
 dependencies = [
  "web-time",
  "zeroize",
@@ -6651,9 +6578,9 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.23"
+version = "1.0.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf54715a573b99ac80df0bc206da022bcd442c974952c7b9720069370852e21f"
+checksum = "b39cdef0fa800fc44525c84ccb54a029961a8215f9619753635a9c0d2538d46d"
 
 [[package]]
 name = "rustyline"
@@ -6661,7 +6588,7 @@ version = "18.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53f6a737db68eb1a8ccff86b584b2fc13eca6a7bb6f78ebc7c529547e3ab9684"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "cfg-if 1.0.4",
  "clipboard-win",
  "home",
@@ -6762,7 +6689,7 @@ version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "core-foundation 0.10.1",
  "core-foundation-sys",
  "libc",
@@ -7310,7 +7237,7 @@ checksum = "aa003f0038df784eb8fecbbac13affe3da23b45194bd57dba231c8f48199c526"
 dependencies = [
  "atoi",
  "base64",
- "bitflags 2.13.0",
+ "bitflags",
  "byteorder",
  "bytes",
  "crc",
@@ -7351,7 +7278,7 @@ checksum = "db58fcd5a53cf07c184b154801ff91347e4c30d17a3562a635ff028ad5deda46"
 dependencies = [
  "atoi",
  "base64",
- "bitflags 2.13.0",
+ "bitflags",
  "byteorder",
  "crc",
  "dotenvy",
@@ -7596,7 +7523,7 @@ version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a13f3d0daba03132c0aa9767f98351b3488edc2c100cda2d2ec2b04f3d8d3c8b"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "core-foundation 0.9.4",
  "system-configuration-sys",
 ]
@@ -7630,7 +7557,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32497e9a4c7b38532efcdebeef879707aa9f794296a4f0244f6f69e9bc8574bd"
 dependencies = [
  "fastrand",
- "getrandom 0.4.3",
+ "getrandom 0.4.2",
  "once_cell",
  "rustix",
  "windows-sys 0.61.2",
@@ -7704,9 +7631,9 @@ dependencies = [
 
 [[package]]
 name = "time"
-version = "0.3.53"
+version = "0.3.49"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "18dfaaeddcb932337b5e7866ee7d0ce9b76d2fd092997146f187ec09b4558a50"
+checksum = "711a53c2d47bbd818258c498c8dbfe186a2526c631495cfe7e078567f86b8469"
 dependencies = [
  "deranged",
  "num-conv",
@@ -7724,9 +7651,9 @@ checksum = "9e1c906769ad99c88eaa54e728060edef082f8e358ff32030cb7c7d315e81109"
 
 [[package]]
 name = "time-macros"
-version = "0.2.31"
+version = "0.2.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c431b87111666e491a90baa837f914fb45cd5dc3c268591b0220ff5057f2085f"
+checksum = "71c652a3727a9cbb9a02f707f530b618ce00d0ccd762009c8c23bd191df3c17d"
 dependencies = [
  "num-conv",
  "time-core",
@@ -7801,7 +7728,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4a129d95275ebf4c493ec53bf0f8cd95f5ac161bc4f381700809a54f595d4470"
 dependencies = [
  "pin-project-lite",
- "rand 0.10.2",
+ "rand 0.10.1",
  "tokio",
 ]
 
@@ -7932,7 +7859,7 @@ version = "0.6.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4cfcf7e2740e6fc6d4d688b4ef00650406bb94adf4731e43c096c3a19fe40840"
 dependencies = [
- "bitflags 2.13.0",
+ "bitflags",
  "bytes",
  "futures-util",
  "http 1.4.2",
@@ -8056,7 +7983,7 @@ version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
 dependencies = [
- "rand 0.9.5",
+ "rand 0.9.4",
 ]
 
 [[package]]
@@ -8166,6 +8093,12 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4ac048d71ede7ee76d585517add45da530660ef4390e49b098733c6e897f254"
 
+[[package]]
+name = "unicode-xid"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
+
 [[package]]
 name = "unit-prefix"
 version = "0.5.2"
@@ -8220,11 +8153,11 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.23.4"
+version = "1.23.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf80a72845275afea99e7f2b434723d3bc7e38470fcd1c7ed39a599c73319a53"
+checksum = "144d6b123cef80b301b8f72a9e2ca4370ddec21950d0a103dd22c437006d2db7"
 dependencies = [
- "getrandom 0.4.3",
+ "getrandom 0.4.2",
  "js-sys",
  "serde_core",
  "wasm-bindgen",
@@ -8265,7 +8198,7 @@ dependencies = [
  "nix 0.29.0",
  "once_cell",
  "pin-project",
- "rand 0.9.5",
+ "rand 0.9.4",
  "socket2 0.5.10",
  "thiserror 2.0.18",
  "tokio",
@@ -8350,7 +8283,16 @@ version = "1.0.4+wasi-0.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b67efb37e106e55ce722a510d6b5f9c17f083e5fc79afc2badeb12cc313d9487"
 dependencies = [
- "wit-bindgen",
+ "wit-bindgen 0.57.1",
+]
+
+[[package]]
+name = "wasip3"
+version = "0.4.0+wasi-0.3.0-rc-2026-01-06"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5428f8bf88ea5ddc08faddef2ac4a67e390b88186c703ce6dbd955e1c145aca5"
+dependencies = [
+ "wit-bindgen 0.51.0",
 ]
 
 [[package]]
@@ -8370,9 +8312,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.126"
+version = "0.2.125"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b067c0c11094aef6b7a801c1e34a26affafdf3d051dba08456b868789aaf9a4"
+checksum = "8ddb3f79143bced6de84270411622a2699cee572fc0875aeaf1e7867cf9fca1a"
 dependencies = [
  "cfg-if 1.0.4",
  "once_cell",
@@ -8383,9 +8325,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.76"
+version = "0.4.75"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c62df1340f32221cb9c54d6a27b030e3dba64361d4a95bed55f9aacb44da291d"
+checksum = "503b14d284f2c8dac03b819967e155ea753f573586193b2b2c95990cb5d69280"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -8393,9 +8335,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.126"
+version = "0.2.125"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "167ce5e579f6bcf889c4f7175a8a5a585de84e8ff93976ce393efa5f2837aab1"
+checksum = "4e21a184b13fb19e157296e2c46056aec9092264fab83e4ba59e68c61b323c3d"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -8403,9 +8345,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.126"
+version = "0.2.125"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3997c7839262f4ef12cf90b818d6340c18e80f263f1a94bf157d0ec4420380e"
+checksum = "fecefd9c35bd935a20fc3fc344b5f29138961e4f47fb03297d88f2587afb5ebd"
 dependencies = [
  "bumpalo",
  "proc-macro2",
@@ -8416,13 +8358,35 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.126"
+version = "0.2.125"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc1b4cb0cc549fcf58d7dfc081778139b3d283a081644e833e84682ad71cea24"
+checksum = "23939e44bb9a5d7576fa2b563dc2e136628f1224e88a8deed09e04858b77871f"
 dependencies = [
  "unicode-ident",
 ]
 
+[[package]]
+name = "wasm-encoder"
+version = "0.244.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "990065f2fe63003fe337b932cfb5e3b80e0b4d0f5ff650e6985b1048f62c8319"
+dependencies = [
+ "leb128fmt",
+ "wasmparser",
+]
+
+[[package]]
+name = "wasm-metadata"
+version = "0.244.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb0e353e6a2fbdc176932bbaab493762eb1255a7900fe0fea1a2f96c296cc909"
+dependencies = [
+ "anyhow",
+ "indexmap 2.14.0",
+ "wasm-encoder",
+ "wasmparser",
+]
+
 [[package]]
 name = "wasm-streams"
 version = "0.4.2"
@@ -8449,11 +8413,23 @@ dependencies = [
  "web-sys",
 ]
 
+[[package]]
+name = "wasmparser"
+version = "0.244.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "47b807c72e1bac69382b3a6fb3dbe8ea4c0ed87ff5629b8685ae6b9a611028fe"
+dependencies = [
+ "bitflags",
+ "hashbrown 0.15.5",
+ "indexmap 2.14.0",
+ "semver",
+]
+
 [[package]]
 name = "web-sys"
-version = "0.3.103"
+version = "0.3.102"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8622dcb61c0bcc9fffa6938bed81210af2da9a7e4a1a834b2e37a59b6dfb6141"
+checksum = "a6430a72df5eb332242960fe84b3002a241163998241eb596d4f739b9757061d"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -8471,9 +8447,9 @@ dependencies = [
 
 [[package]]
 name = "webpki-root-certs"
-version = "1.0.8"
+version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d46a5a140e6f7afeccd8eae97eff335163939eac8b929834875168b29b3d267"
+checksum = "f31141ce3fc3e300ae89b78c0dd67f9708061d1d2eda54b8209346fd6be9a92c"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -8484,14 +8460,14 @@ version = "0.26.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "521bc38abb08001b01866da9f51eb7c5d647a19260e00054a8c7fd5f9e57f7a9"
 dependencies = [
- "webpki-roots 1.0.8",
+ "webpki-roots 1.0.7",
 ]
 
 [[package]]
 name = "webpki-roots"
-version = "1.0.8"
+version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf85cb06032201fa7c6f829d7db5a7e5aa45bcc0655327713065f6f0576731bf"
+checksum = "52f5ee44c96cf55f1b349600768e3ece3a8f26010c05265ab73f945bb1a2eb9d"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -8680,6 +8656,15 @@ dependencies = [
  "windows-targets 0.52.6",
 ]
 
+[[package]]
+name = "windows-sys"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
+dependencies = [
+ "windows-targets 0.53.5",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.61.2"
@@ -8713,13 +8698,30 @@ dependencies = [
  "windows_aarch64_gnullvm 0.52.6",
  "windows_aarch64_msvc 0.52.6",
  "windows_i686_gnu 0.52.6",
- "windows_i686_gnullvm",
+ "windows_i686_gnullvm 0.52.6",
  "windows_i686_msvc 0.52.6",
  "windows_x86_64_gnu 0.52.6",
  "windows_x86_64_gnullvm 0.52.6",
  "windows_x86_64_msvc 0.52.6",
 ]
 
+[[package]]
+name = "windows-targets"
+version = "0.53.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4945f9f551b88e0d65f3db0bc25c33b8acea4d9e41163edf90dcd0b19f9069f3"
+dependencies = [
+ "windows-link",
+ "windows_aarch64_gnullvm 0.53.1",
+ "windows_aarch64_msvc 0.53.1",
+ "windows_i686_gnu 0.53.1",
+ "windows_i686_gnullvm 0.53.1",
+ "windows_i686_msvc 0.53.1",
+ "windows_x86_64_gnu 0.53.1",
+ "windows_x86_64_gnullvm 0.53.1",
+ "windows_x86_64_msvc 0.53.1",
+]
+
 [[package]]
 name = "windows-threading"
 version = "0.2.1"
@@ -8741,6 +8743,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.48.5"
@@ -8753,6 +8761,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.48.5"
@@ -8765,12 +8779,24 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "960e6da069d81e09becb0ca57a65220ddff016ff2d6af6a223cf372a506593a3"
+
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.48.5"
@@ -8783,6 +8809,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.48.5"
@@ -8795,6 +8827,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.48.5"
@@ -8807,6 +8845,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.48.5"
@@ -8819,6 +8863,12 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.53.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6bbff5f0aada427a1e5a6da5f1f98158182f26556f345ac9e04d36d0ebed650"
+
 [[package]]
 name = "winnow"
 version = "0.7.15"
@@ -8837,12 +8887,100 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "wit-bindgen"
+version = "0.51.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d7249219f66ced02969388cf2bb044a09756a083d0fab1e566056b04d9fbcaa5"
+dependencies = [
+ "wit-bindgen-rust-macro",
+]
+
 [[package]]
 name = "wit-bindgen"
 version = "0.57.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1ebf944e87a7c253233ad6766e082e3cd714b5d03812acc24c318f549614536e"
 
+[[package]]
+name = "wit-bindgen-core"
+version = "0.51.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ea61de684c3ea68cb082b7a88508a8b27fcc8b797d738bfc99a82facf1d752dc"
+dependencies = [
+ "anyhow",
+ "heck",
+ "wit-parser",
+]
+
+[[package]]
+name = "wit-bindgen-rust"
+version = "0.51.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b7c566e0f4b284dd6561c786d9cb0142da491f46a9fbed79ea69cdad5db17f21"
+dependencies = [
+ "anyhow",
+ "heck",
+ "indexmap 2.14.0",
+ "prettyplease",
+ "syn",
+ "wasm-metadata",
+ "wit-bindgen-core",
+ "wit-component",
+]
+
+[[package]]
+name = "wit-bindgen-rust-macro"
+version = "0.51.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c0f9bfd77e6a48eccf51359e3ae77140a7f50b1e2ebfe62422d8afdaffab17a"
+dependencies = [
+ "anyhow",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wit-bindgen-core",
+ "wit-bindgen-rust",
+]
+
+[[package]]
+name = "wit-component"
+version = "0.244.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d66ea20e9553b30172b5e831994e35fbde2d165325bec84fc43dbf6f4eb9cb2"
+dependencies = [
+ "anyhow",
+ "bitflags",
+ "indexmap 2.14.0",
+ "log",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "wasm-encoder",
+ "wasm-metadata",
+ "wasmparser",
+ "wit-parser",
+]
+
+[[package]]
+name = "wit-parser"
+version = "0.244.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ecc8ac4bc1dc3381b7f59c34f00b67e18f910c2c0f50015669dde7def656a736"
+dependencies = [
+ "anyhow",
+ "id-arena",
+ "indexmap 2.14.0",
+ "log",
+ "semver",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "unicode-xid",
+ "wasmparser",
+]
+
 [[package]]
 name = "writeable"
 version = "0.6.3"
@@ -8876,7 +9014,7 @@ dependencies = [
  "hyper",
  "lazy_static",
  "more-asserts",
- "rand 0.10.2",
+ "rand 0.10.1",
  "redb",
  "reqwest 0.13.4",
  "reqwest-middleware",
@@ -8913,13 +9051,13 @@ dependencies = [
  "csv",
  "futures",
  "futures-util",
- "getrandom 0.4.3",
+ "getrandom 0.4.2",
  "heapify",
  "itertools 0.14.0",
  "lazy_static",
  "lz4_flex",
  "more-asserts",
- "rand 0.10.2",
+ "rand 0.10.1",
  "regex",
  "safe-transmute",
  "serde",
@@ -8950,7 +9088,7 @@ dependencies = [
  "itertools 0.14.0",
  "lazy_static",
  "more-asserts",
- "rand 0.10.2",
+ "rand 0.10.1",
  "serde",
  "serde_json",
  "sha2 0.10.9",
@@ -8990,7 +9128,7 @@ dependencies = [
  "more-asserts",
  "oneshot",
  "pin-project",
- "rand 0.10.2",
+ "rand 0.10.1",
  "reqwest 0.13.4",
  "serde",
  "serde_json",
@@ -9043,18 +9181,18 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.53"
+version = "0.8.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75726053136156d419e285b9b7eddaaea9e3fea6ce32eed44a89901f0bd98de1"
+checksum = "ce1022995ff5ff5d841ad7d994facc23098cd40152f2c1d11cd607c6f530653f"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.53"
+version = "0.8.52"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4714fd92cf900833d49538023a9b3915155210801d1c1169eba513b2addefd71"
+checksum = "1ae7f38b72ec2a254e2b87ef277cf2cd4fb97cbebf944faa6f33354da0867930"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -9123,9 +9261,9 @@ dependencies = [
 
 [[package]]
 name = "zlib-rs"
-version = "0.6.5"
+version = "0.6.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5431d5661c32445236631278f27946e444ddafe4684cac70b185272d4f9c52d5"
+checksum = "3be3d40e40a133f9c916ee3f9f4fa2d9d63435b5fbe1bfc6d9dae0aa0ada1513"
 
 [[package]]
 name = "zmij"
diff --git a/Cargo.toml b/Cargo.toml
index a394ec107c..c69bb32990 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -80,6 +80,7 @@ dashmap = "6"
 datafusion = "54.1.0"
 datafusion-cli = "54.1.0"
 datafusion-ffi = "54.1.0"
+datafusion-proto = "54.1.0"
 datafusion-sqllogictest = "54.1.0"
 derive_builder = "0.20"
 dirs = "6"
@@ -101,6 +102,7 @@ http = "1.2"
 iceberg = { version = "0.10.0", path = "./crates/iceberg" }
 iceberg-catalog-glue = { version = "0.10.0", path = "./crates/catalog/glue" }
 iceberg-catalog-hms = { version = "0.10.0", path = "./crates/catalog/hms" }
+iceberg-catalog-loader = { version = "0.10.0", path = "./crates/catalog/loader" }
 iceberg-catalog-rest = { version = "0.10.0", path = "./crates/catalog/rest" }
 iceberg-catalog-s3tables = { version = "0.10.0", path = "./crates/catalog/s3tables" }
 iceberg-catalog-sql = { version = "0.10.0", path = "./crates/catalog/sql" }
diff --git a/crates/integrations/datafusion/public-api.txt b/crates/integrations/datafusion/public-api.txt
index e197c2057d..d11dd18b5b 100644
--- a/crates/integrations/datafusion/public-api.txt
+++ b/crates/integrations/datafusion/public-api.txt
@@ -2,6 +2,12 @@ pub mod iceberg_datafusion
 pub mod iceberg_datafusion::metadata_table
 pub struct iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
 impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::metadata_type(&self) -> &iceberg::inspect::metadata_table::MetadataTableType
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::new(table: iceberg::table::Table, type: iceberg::inspect::metadata_table::MetadataTableType) -> Self
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
 pub async fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan(self) -> datafusion_common::error::Result<futures_core::stream::BoxStream<'static, datafusion_common::error::Result<arrow_array::record_batch::RecordBatch>>>
 impl core::clone::Clone for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
 pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::clone(&self) -> iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
@@ -12,13 +18,51 @@ pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan<'l
 pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::schema(&self) -> arrow_schema::schema::SchemaRef
 pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
 pub mod iceberg_datafusion::physical_plan
+pub struct iceberg_datafusion::physical_plan::IcebergCommitExec
+impl iceberg_datafusion::physical_plan::IcebergCommitExec
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::new(table: iceberg::table::Table, catalog: alloc::sync::Arc<dyn iceberg::catalog::Catalog>, input: alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>, schema: arrow_schema::schema::SchemaRef) -> Self
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl core::fmt::Debug for iceberg_datafusion::physical_plan::IcebergCommitExec
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::display::DisplayAs for iceberg_datafusion::physical_plan::IcebergCommitExec
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::fmt_as(&self, t: datafusion_physical_plan::display::DisplayFormatType, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::execution_plan::ExecutionPlan for iceberg_datafusion::physical_plan::IcebergCommitExec
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::benefits_from_input_partitioning(&self) -> alloc::vec::Vec<bool>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::children(&self) -> alloc::vec::Vec<&alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::execute(&self, partition: usize, context: alloc::sync::Arc<datafusion_execution::task::TaskContext>) -> datafusion_common::error::Result<datafusion_execution::stream::SendableRecordBatchStream>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::name(&self) -> &str
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::properties(&self) -> &alloc::sync::Arc<datafusion_physical_plan::execution_plan::PlanProperties>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::required_input_distribution(&self) -> alloc::vec::Vec<datafusion_physical_expr::partitioning::Distribution>
+pub fn iceberg_datafusion::physical_plan::IcebergCommitExec::with_new_children(self: alloc::sync::Arc<Self>, children: alloc::vec::Vec<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub struct iceberg_datafusion::physical_plan::IcebergMetadataScan
+impl iceberg_datafusion::physical_plan::IcebergMetadataScan
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::new(provider: iceberg_datafusion::metadata_table::IcebergMetadataTableProvider) -> Self
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::provider(&self) -> &iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+impl core::fmt::Debug for iceberg_datafusion::physical_plan::IcebergMetadataScan
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::display::DisplayAs for iceberg_datafusion::physical_plan::IcebergMetadataScan
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::fmt_as(&self, _t: datafusion_physical_plan::display::DisplayFormatType, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::execution_plan::ExecutionPlan for iceberg_datafusion::physical_plan::IcebergMetadataScan
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::children(&self) -> alloc::vec::Vec<&alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::execute(&self, _partition: usize, _context: alloc::sync::Arc<datafusion_execution::task::TaskContext>) -> datafusion_common::error::Result<datafusion_execution::stream::SendableRecordBatchStream>
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::name(&self) -> &str
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::properties(&self) -> &alloc::sync::Arc<datafusion_physical_plan::execution_plan::PlanProperties>
+pub fn iceberg_datafusion::physical_plan::IcebergMetadataScan::with_new_children(self: alloc::sync::Arc<Self>, _children: alloc::vec::Vec<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
 pub struct iceberg_datafusion::physical_plan::IcebergTableScan
 impl iceberg_datafusion::physical_plan::IcebergTableScan
+pub fn iceberg_datafusion::physical_plan::IcebergTableScan::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::limit(&self) -> core::option::Option<usize>
+pub fn iceberg_datafusion::physical_plan::IcebergTableScan::new(table: iceberg::table::Table, snapshot_id: core::option::Option<i64>, schema: arrow_schema::schema::SchemaRef, projection: core::option::Option<&alloc::vec::Vec<usize>>, filters: &[datafusion_expr::expr::Expr], limit: core::option::Option<usize>) -> Self
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::predicates(&self) -> core::option::Option<&iceberg::expr::predicate::Predicate>
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::projection(&self) -> core::option::Option<&[alloc::string::String]>
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::snapshot_id(&self) -> core::option::Option<i64>
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::physical_plan::IcebergTableScan::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+pub fn iceberg_datafusion::physical_plan::IcebergTableScan::with_predicates(self, predicates: core::option::Option<iceberg::expr::predicate::Predicate>) -> Self
 impl core::fmt::Debug for iceberg_datafusion::physical_plan::IcebergTableScan
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
 impl datafusion_physical_plan::display::DisplayAs for iceberg_datafusion::physical_plan::IcebergTableScan
@@ -29,12 +73,61 @@ pub fn iceberg_datafusion::physical_plan::IcebergTableScan::execute(&self, _part
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::name(&self) -> &str
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::properties(&self) -> &alloc::sync::Arc<datafusion_physical_plan::execution_plan::PlanProperties>
 pub fn iceberg_datafusion::physical_plan::IcebergTableScan::with_new_children(self: alloc::sync::Arc<Self>, _children: alloc::vec::Vec<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub struct iceberg_datafusion::physical_plan::IcebergWriteExec
+impl iceberg_datafusion::physical_plan::IcebergWriteExec
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::new(table: iceberg::table::Table, input: alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>, schema: arrow_schema::schema::SchemaRef) -> Self
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl core::fmt::Debug for iceberg_datafusion::physical_plan::IcebergWriteExec
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::display::DisplayAs for iceberg_datafusion::physical_plan::IcebergWriteExec
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::fmt_as(&self, t: datafusion_physical_plan::display::DisplayFormatType, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_physical_plan::execution_plan::ExecutionPlan for iceberg_datafusion::physical_plan::IcebergWriteExec
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::benefits_from_input_partitioning(&self) -> alloc::vec::Vec<bool>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::children(&self) -> alloc::vec::Vec<&alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::execute(&self, partition: usize, context: alloc::sync::Arc<datafusion_execution::task::TaskContext>) -> datafusion_common::error::Result<datafusion_execution::stream::SendableRecordBatchStream>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::maintains_input_order(&self) -> alloc::vec::Vec<bool>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::name(&self) -> &str
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::properties(&self) -> &alloc::sync::Arc<datafusion_physical_plan::execution_plan::PlanProperties>
+pub fn iceberg_datafusion::physical_plan::IcebergWriteExec::with_new_children(self: alloc::sync::Arc<Self>, children: alloc::vec::Vec<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
+pub struct iceberg_datafusion::physical_plan::PartitionExpr
+impl iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::partition_spec(&self) -> &alloc::sync::Arc<iceberg::spec::partition::PartitionSpec>
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::table_schema(&self) -> &iceberg::spec::schema::SchemaRef
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::try_new(partition_spec: alloc::sync::Arc<iceberg::spec::partition::PartitionSpec>, table_schema: iceberg::spec::schema::SchemaRef) -> datafusion_common::error::Result<Self>
+impl core::clone::Clone for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::clone(&self) -> iceberg_datafusion::physical_plan::PartitionExpr
+impl core::cmp::Eq for iceberg_datafusion::physical_plan::PartitionExpr
+impl core::cmp::PartialEq for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::eq(&self, other: &Self) -> bool
+impl core::fmt::Debug for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl core::fmt::Display for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl core::hash::Hash for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::hash<H: core::hash::Hasher>(&self, state: &mut H)
+impl datafusion_physical_expr_common::physical_expr::PhysicalExpr for iceberg_datafusion::physical_plan::PartitionExpr
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::children(&self) -> alloc::vec::Vec<&alloc::sync::Arc<dyn datafusion_physical_expr_common::physical_expr::PhysicalExpr>>
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::data_type(&self, _input_schema: &arrow_schema::schema::Schema) -> datafusion_common::error::Result<arrow_schema::datatype::DataType>
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::evaluate(&self, batch: &arrow_array::record_batch::RecordBatch) -> datafusion_common::error::Result<datafusion_expr_common::columnar_value::ColumnarValue>
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::fmt_sql(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::nullable(&self, _input_schema: &arrow_schema::schema::Schema) -> datafusion_common::error::Result<bool>
+pub fn iceberg_datafusion::physical_plan::PartitionExpr::with_new_children(self: alloc::sync::Arc<Self>, _children: alloc::vec::Vec<alloc::sync::Arc<dyn datafusion_physical_expr_common::physical_expr::PhysicalExpr>>) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_expr_common::physical_expr::PhysicalExpr>>
 pub fn iceberg_datafusion::physical_plan::convert_filters_to_predicate(filters: &[datafusion_expr::expr::Expr]) -> core::option::Option<iceberg::expr::predicate::Predicate>
 pub fn iceberg_datafusion::physical_plan::project_with_partition(input: alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>, table: &iceberg::table::Table) -> datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>
 pub mod iceberg_datafusion::table
 pub mod iceberg_datafusion::table::metadata_table
 pub struct iceberg_datafusion::table::metadata_table::IcebergMetadataTableProvider
 impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::metadata_type(&self) -> &iceberg::inspect::metadata_table::MetadataTableType
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::new(table: iceberg::table::Table, type: iceberg::inspect::metadata_table::MetadataTableType) -> Self
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
 pub async fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan(self) -> datafusion_common::error::Result<futures_core::stream::BoxStream<'static, datafusion_common::error::Result<arrow_array::record_batch::RecordBatch>>>
 impl core::clone::Clone for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
 pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::clone(&self) -> iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
@@ -55,6 +148,24 @@ impl core::fmt::Debug for iceberg_datafusion::table_provider_factory::IcebergTab
 pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
 impl datafusion_catalog::table::TableProviderFactory for iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory
 pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::create<'life0, 'life1, 'life2, 'async_trait>(&'life0 self, _state: &'life1 dyn datafusion_session::session::Session, cmd: &'life2 datafusion_expr::logical_plan::ddl::CreateExternalTable) -> core::pin::Pin<alloc::boxed::Box<(dyn core::future::future::Future<Output = datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_catalog::table::TableProvider>>> + core::marker::Send + 'async_trait)>> where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait
+pub struct iceberg_datafusion::table::IcebergMetadataTableProvider
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::metadata_type(&self) -> &iceberg::inspect::metadata_table::MetadataTableType
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::new(table: iceberg::table::Table, type: iceberg::inspect::metadata_table::MetadataTableType) -> Self
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub async fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan(self) -> datafusion_common::error::Result<futures_core::stream::BoxStream<'static, datafusion_common::error::Result<arrow_array::record_batch::RecordBatch>>>
+impl core::clone::Clone for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::clone(&self) -> iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+impl core::fmt::Debug for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_catalog::table::TableProvider for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan<'life0, 'life1, 'life2, 'life3, 'async_trait>(&'life0 self, _state: &'life1 dyn datafusion_session::session::Session, _projection: core::option::Option<&'life2 alloc::vec::Vec<usize>>, _filters: &'life3 [datafusion_expr::expr::Expr], _limit: core::option::Option<usize>) -> core::pin::Pin<alloc::boxed::Box<(dyn core::future::future::Future<Output = datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>> + core::marker::Send + 'async_trait)>> where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::schema(&self) -> arrow_schema::schema::SchemaRef
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
 pub struct iceberg_datafusion::table::IcebergStaticTableProvider
 impl iceberg_datafusion::IcebergStaticTableProvider
 pub async fn iceberg_datafusion::IcebergStaticTableProvider::try_new_from_table(table: iceberg::table::Table) -> iceberg::error::Result<Self>
@@ -70,6 +181,12 @@ pub fn iceberg_datafusion::IcebergStaticTableProvider::schema(&self) -> arrow_sc
 pub fn iceberg_datafusion::IcebergStaticTableProvider::supports_filters_pushdown(&self, filters: &[&datafusion_expr::expr::Expr]) -> datafusion_common::error::Result<alloc::vec::Vec<datafusion_expr::table_source::TableProviderFilterPushDown>>
 pub fn iceberg_datafusion::IcebergStaticTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
 pub struct iceberg_datafusion::table::IcebergTableProvider
+impl iceberg_datafusion::IcebergTableProvider
+pub fn iceberg_datafusion::IcebergTableProvider::config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::IcebergTableProvider::snapshot_id(&self) -> core::option::Option<i64>
+pub fn iceberg_datafusion::IcebergTableProvider::table_ident(&self) -> &iceberg::catalog::TableIdent
+pub async fn iceberg_datafusion::IcebergTableProvider::try_new_with_config(catalog: alloc::sync::Arc<dyn iceberg::catalog::Catalog>, config: iceberg_datafusion::IcebergCatalogConfig, namespace: iceberg::catalog::NamespaceIdent, name: impl core::convert::Into<alloc::string::String>) -> iceberg::error::Result<Self>
+pub async fn iceberg_datafusion::IcebergTableProvider::with_snapshot_id(self, snapshot_id: core::option::Option<i64>) -> iceberg::error::Result<Self>
 impl core::clone::Clone for iceberg_datafusion::IcebergTableProvider
 pub fn iceberg_datafusion::IcebergTableProvider::clone(&self) -> iceberg_datafusion::IcebergTableProvider
 impl core::fmt::Debug for iceberg_datafusion::IcebergTableProvider
@@ -80,6 +197,7 @@ pub fn iceberg_datafusion::IcebergTableProvider::scan<'life0, 'life1, 'life2, 'l
 pub fn iceberg_datafusion::IcebergTableProvider::schema(&self) -> arrow_schema::schema::SchemaRef
 pub fn iceberg_datafusion::IcebergTableProvider::supports_filters_pushdown(&self, filters: &[&datafusion_expr::expr::Expr]) -> datafusion_common::error::Result<alloc::vec::Vec<datafusion_expr::table_source::TableProviderFilterPushDown>>
 pub fn iceberg_datafusion::IcebergTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
+pub fn iceberg_datafusion::table::snapshot_arrow_schema(table: &iceberg::table::Table, snapshot_id: core::option::Option<i64>) -> iceberg::error::Result<arrow_schema::schema::SchemaRef>
 pub mod iceberg_datafusion::table_provider_factory
 pub struct iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory
 impl iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory
@@ -91,14 +209,47 @@ impl core::fmt::Debug for iceberg_datafusion::table_provider_factory::IcebergTab
 pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
 impl datafusion_catalog::table::TableProviderFactory for iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory
 pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::create<'life0, 'life1, 'life2, 'async_trait>(&'life0 self, _state: &'life1 dyn datafusion_session::session::Session, cmd: &'life2 datafusion_expr::logical_plan::ddl::CreateExternalTable) -> core::pin::Pin<alloc::boxed::Box<(dyn core::future::future::Future<Output = datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_catalog::table::TableProvider>>> + core::marker::Send + 'async_trait)>> where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait
+pub struct iceberg_datafusion::IcebergCatalogConfig
+pub iceberg_datafusion::IcebergCatalogConfig::name: alloc::string::String
+pub iceberg_datafusion::IcebergCatalogConfig::props: std::collections::hash::map::HashMap<alloc::string::String, alloc::string::String>
+pub iceberg_datafusion::IcebergCatalogConfig::type: alloc::string::String
+impl iceberg_datafusion::IcebergCatalogConfig
+pub fn iceberg_datafusion::IcebergCatalogConfig::new(type: impl core::convert::Into<alloc::string::String>, name: impl core::convert::Into<alloc::string::String>, props: std::collections::hash::map::HashMap<alloc::string::String, alloc::string::String>) -> Self
+impl core::clone::Clone for iceberg_datafusion::IcebergCatalogConfig
+pub fn iceberg_datafusion::IcebergCatalogConfig::clone(&self) -> iceberg_datafusion::IcebergCatalogConfig
+impl core::cmp::Eq for iceberg_datafusion::IcebergCatalogConfig
+impl core::cmp::PartialEq for iceberg_datafusion::IcebergCatalogConfig
+pub fn iceberg_datafusion::IcebergCatalogConfig::eq(&self, other: &iceberg_datafusion::IcebergCatalogConfig) -> bool
+impl core::fmt::Debug for iceberg_datafusion::IcebergCatalogConfig
+pub fn iceberg_datafusion::IcebergCatalogConfig::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl core::marker::StructuralPartialEq for iceberg_datafusion::IcebergCatalogConfig
 pub struct iceberg_datafusion::IcebergCatalogProvider
 impl iceberg_datafusion::IcebergCatalogProvider
 pub async fn iceberg_datafusion::IcebergCatalogProvider::try_new(client: alloc::sync::Arc<dyn iceberg::catalog::Catalog>) -> iceberg::error::Result<Self>
+pub async fn iceberg_datafusion::IcebergCatalogProvider::try_new_with_config(client: alloc::sync::Arc<dyn iceberg::catalog::Catalog>, config: iceberg_datafusion::IcebergCatalogConfig) -> iceberg::error::Result<Self>
 impl core::fmt::Debug for iceberg_datafusion::IcebergCatalogProvider
 pub fn iceberg_datafusion::IcebergCatalogProvider::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
 impl datafusion_catalog::catalog::CatalogProvider for iceberg_datafusion::IcebergCatalogProvider
 pub fn iceberg_datafusion::IcebergCatalogProvider::schema(&self, name: &str) -> core::option::Option<alloc::sync::Arc<dyn datafusion_catalog::schema::SchemaProvider>>
 pub fn iceberg_datafusion::IcebergCatalogProvider::schema_names(&self) -> alloc::vec::Vec<alloc::string::String>
+pub struct iceberg_datafusion::IcebergMetadataTableProvider
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::catalog_config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::metadata_type(&self) -> &iceberg::inspect::metadata_table::MetadataTableType
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::new(table: iceberg::table::Table, type: iceberg::inspect::metadata_table::MetadataTableType) -> Self
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table(&self) -> &iceberg::table::Table
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::with_catalog_config(self, catalog_config: core::option::Option<iceberg_datafusion::IcebergCatalogConfig>) -> Self
+impl iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub async fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan(self) -> datafusion_common::error::Result<futures_core::stream::BoxStream<'static, datafusion_common::error::Result<arrow_array::record_batch::RecordBatch>>>
+impl core::clone::Clone for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::clone(&self) -> iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+impl core::fmt::Debug for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::fmt(&self, f: &mut core::fmt::Formatter<'_>) -> core::fmt::Result
+impl datafusion_catalog::table::TableProvider for iceberg_datafusion::metadata_table::IcebergMetadataTableProvider
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::as_any(&self) -> &dyn core::any::Any
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::scan<'life0, 'life1, 'life2, 'life3, 'async_trait>(&'life0 self, _state: &'life1 dyn datafusion_session::session::Session, _projection: core::option::Option<&'life2 alloc::vec::Vec<usize>>, _filters: &'life3 [datafusion_expr::expr::Expr], _limit: core::option::Option<usize>) -> core::pin::Pin<alloc::boxed::Box<(dyn core::future::future::Future<Output = datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_physical_plan::execution_plan::ExecutionPlan>>> + core::marker::Send + 'async_trait)>> where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait, 'life3: 'async_trait
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::schema(&self) -> arrow_schema::schema::SchemaRef
+pub fn iceberg_datafusion::metadata_table::IcebergMetadataTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
 pub struct iceberg_datafusion::IcebergStaticTableProvider
 impl iceberg_datafusion::IcebergStaticTableProvider
 pub async fn iceberg_datafusion::IcebergStaticTableProvider::try_new_from_table(table: iceberg::table::Table) -> iceberg::error::Result<Self>
@@ -114,6 +265,12 @@ pub fn iceberg_datafusion::IcebergStaticTableProvider::schema(&self) -> arrow_sc
 pub fn iceberg_datafusion::IcebergStaticTableProvider::supports_filters_pushdown(&self, filters: &[&datafusion_expr::expr::Expr]) -> datafusion_common::error::Result<alloc::vec::Vec<datafusion_expr::table_source::TableProviderFilterPushDown>>
 pub fn iceberg_datafusion::IcebergStaticTableProvider::table_type(&self) -> datafusion_expr::table_source::TableType
 pub struct iceberg_datafusion::IcebergTableProvider
+impl iceberg_datafusion::IcebergTableProvider
+pub fn iceberg_datafusion::IcebergTableProvider::config(&self) -> core::option::Option<&iceberg_datafusion::IcebergCatalogConfig>
+pub fn iceberg_datafusion::IcebergTableProvider::snapshot_id(&self) -> core::option::Option<i64>
+pub fn iceberg_datafusion::IcebergTableProvider::table_ident(&self) -> &iceberg::catalog::TableIdent
+pub async fn iceberg_datafusion::IcebergTableProvider::try_new_with_config(catalog: alloc::sync::Arc<dyn iceberg::catalog::Catalog>, config: iceberg_datafusion::IcebergCatalogConfig, namespace: iceberg::catalog::NamespaceIdent, name: impl core::convert::Into<alloc::string::String>) -> iceberg::error::Result<Self>
+pub async fn iceberg_datafusion::IcebergTableProvider::with_snapshot_id(self, snapshot_id: core::option::Option<i64>) -> iceberg::error::Result<Self>
 impl core::clone::Clone for iceberg_datafusion::IcebergTableProvider
 pub fn iceberg_datafusion::IcebergTableProvider::clone(&self) -> iceberg_datafusion::IcebergTableProvider
 impl core::fmt::Debug for iceberg_datafusion::IcebergTableProvider
@@ -135,4 +292,5 @@ pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::
 impl datafusion_catalog::table::TableProviderFactory for iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory
 pub fn iceberg_datafusion::table_provider_factory::IcebergTableProviderFactory::create<'life0, 'life1, 'life2, 'async_trait>(&'life0 self, _state: &'life1 dyn datafusion_session::session::Session, cmd: &'life2 datafusion_expr::logical_plan::ddl::CreateExternalTable) -> core::pin::Pin<alloc::boxed::Box<(dyn core::future::future::Future<Output = datafusion_common::error::Result<alloc::sync::Arc<dyn datafusion_catalog::table::TableProvider>>> + core::marker::Send + 'async_trait)>> where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait, 'life2: 'async_trait
 pub fn iceberg_datafusion::from_datafusion_error(error: datafusion_common::error::DataFusionError) -> iceberg::error::Error
+pub fn iceberg_datafusion::snapshot_arrow_schema(table: &iceberg::table::Table, snapshot_id: core::option::Option<i64>) -> iceberg::error::Result<arrow_schema::schema::SchemaRef>
 pub fn iceberg_datafusion::to_datafusion_error(error: iceberg::error::Error) -> datafusion_common::error::DataFusionError
diff --git a/crates/integrations/datafusion/src/catalog.rs b/crates/integrations/datafusion/src/catalog.rs
index 2c6e1ff002..a838ce2b47 100644
--- a/crates/integrations/datafusion/src/catalog.rs
+++ b/crates/integrations/datafusion/src/catalog.rs
@@ -22,6 +22,7 @@ use datafusion::catalog::{CatalogProvider, SchemaProvider};
 use futures::future::try_join_all;
 use iceberg::{Catalog, NamespaceIdent, Result};
 
+use crate::IcebergCatalogConfig;
 use crate::schema::IcebergSchemaProvider;
 
 /// Provides an interface to manage and access multiple schemas
@@ -46,6 +47,24 @@ impl IcebergCatalogProvider {
     /// attempts to create a schema provider for each namespace, and
     /// collects these providers into a `HashMap`.
     pub async fn try_new(client: Arc<dyn Catalog>) -> Result<Self> {
+        Self::try_new_impl(client, None).await
+    }
+
+    /// Like [`try_new`](Self::try_new), but threads a serializable
+    /// [`IcebergCatalogConfig`] into every schema and table provider it creates,
+    /// so the catalog's tables can be queried by a distributed engine such as
+    /// Ballista. The `client` must already be built from the same `config`.
+    pub async fn try_new_with_config(
+        client: Arc<dyn Catalog>,
+        config: IcebergCatalogConfig,
+    ) -> Result<Self> {
+        Self::try_new_impl(client, Some(config)).await
+    }
+
+    async fn try_new_impl(
+        client: Arc<dyn Catalog>,
+        config: Option<IcebergCatalogConfig>,
+    ) -> Result<Self> {
         // TODO:
         // Schemas and providers should be cached and evicted based on time
         // As of right now; schemas might become stale.
@@ -62,6 +81,7 @@ impl IcebergCatalogProvider {
                 .map(|name| {
                     IcebergSchemaProvider::try_new(
                         client.clone(),
+                        config.clone(),
                         NamespaceIdent::new(name.clone()),
                     )
                 })
diff --git a/crates/integrations/datafusion/src/catalog_config.rs b/crates/integrations/datafusion/src/catalog_config.rs
new file mode 100644
index 0000000000..b62e500ffe
--- /dev/null
+++ b/crates/integrations/datafusion/src/catalog_config.rs
@@ -0,0 +1,54 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use std::collections::HashMap;
+
+/// A serializable description of the catalog (and storage) that backs an
+/// [`IcebergTableProvider`](crate::table::IcebergTableProvider).
+///
+/// This is the minimal, self-contained handle needed to *reconstruct* a catalog
+/// and its associated `FileIO` on a remote node. It deliberately holds only
+/// plain data (no live connections) so that distributed query engines such as
+/// Ballista can serialize it, ship it to executors, and rebuild the catalog
+/// there via a catalog loader (e.g. `iceberg-catalog-loader`) and the storage
+/// via `FileIOBuilder::with_props`.
+///
+/// The `props` map carries both the catalog connection properties (e.g. the
+/// REST catalog URI) and the storage/`FileIO` properties (e.g. S3 endpoint and
+/// credentials); in practice these live together in a single map.
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub struct IcebergCatalogConfig {
+    /// The catalog type, e.g. `"rest"`, `"sql"`, `"glue"`.
+    pub r#type: String,
+    pub name: String,
+    /// Catalog connection and storage properties.
+    pub props: HashMap<String, String>,
+}
+
+impl IcebergCatalogConfig {
+    pub fn new(
+        r#type: impl Into<String>,
+        name: impl Into<String>,
+        props: HashMap<String, String>,
+    ) -> Self {
+        Self {
+            r#type: r#type.into(),
+            name: name.into(),
+            props,
+        }
+    }
+}
diff --git a/crates/integrations/datafusion/src/lib.rs b/crates/integrations/datafusion/src/lib.rs
index 4b0ea8606d..19475aeda2 100644
--- a/crates/integrations/datafusion/src/lib.rs
+++ b/crates/integrations/datafusion/src/lib.rs
@@ -18,6 +18,9 @@
 mod catalog;
 pub use catalog::*;
 
+mod catalog_config;
+pub use catalog_config::*;
+
 mod error;
 pub use error::*;
 
diff --git a/crates/integrations/datafusion/src/physical_plan/commit.rs b/crates/integrations/datafusion/src/physical_plan/commit.rs
index 9ae8b845ce..ce74b1103b 100644
--- a/crates/integrations/datafusion/src/physical_plan/commit.rs
+++ b/crates/integrations/datafusion/src/physical_plan/commit.rs
@@ -40,13 +40,17 @@ use crate::to_datafusion_error;
 /// IcebergCommitExec is responsible for collecting the files written and use
 /// [`Transaction::fast_append`] to commit the data files written.
 #[derive(Debug)]
-pub(crate) struct IcebergCommitExec {
+pub struct IcebergCommitExec {
     table: Table,
     catalog: Arc<dyn Catalog>,
     input: Arc<dyn ExecutionPlan>,
     schema: ArrowSchemaRef,
     count_schema: ArrowSchemaRef,
     plan_properties: Arc<PlanProperties>,
+    /// Optional serializable catalog/storage config, populated when this node is
+    /// built through a config-backed provider so it can be reconstructed on a
+    /// remote node by a distributed engine.
+    catalog_config: Option<crate::IcebergCatalogConfig>,
 }
 
 impl IcebergCommitExec {
@@ -67,9 +71,31 @@ impl IcebergCommitExec {
             schema,
             count_schema,
             plan_properties,
+            catalog_config: None,
         }
     }
 
+    /// Attaches a serializable catalog/storage config to this node so that a
+    /// distributed engine can reconstruct it (including the catalog) on a remote
+    /// node.
+    pub fn with_catalog_config(
+        mut self,
+        catalog_config: Option<crate::IcebergCatalogConfig>,
+    ) -> Self {
+        self.catalog_config = catalog_config;
+        self
+    }
+
+    /// Returns the serializable catalog/storage config, if any.
+    pub fn catalog_config(&self) -> Option<&crate::IcebergCatalogConfig> {
+        self.catalog_config.as_ref()
+    }
+
+    /// Returns the table this node commits to.
+    pub fn table(&self) -> &Table {
+        &self.table
+    }
+
     // Compute the plan properties for this execution plan
     fn compute_properties(schema: ArrowSchemaRef) -> Arc<PlanProperties> {
         Arc::new(PlanProperties::new(
@@ -155,12 +181,15 @@ impl ExecutionPlan for IcebergCommitExec {
             )));
         }
 
-        Ok(Arc::new(IcebergCommitExec::new(
-            self.table.clone(),
-            self.catalog.clone(),
-            children[0].clone(),
-            self.schema.clone(),
-        )))
+        Ok(Arc::new(
+            IcebergCommitExec::new(
+                self.table.clone(),
+                self.catalog.clone(),
+                children[0].clone(),
+                self.schema.clone(),
+            )
+            .with_catalog_config(self.catalog_config.clone()),
+        ))
     }
 
     fn execute(
@@ -659,6 +688,7 @@ mod tests {
 
         let iceberg_table_provider = IcebergTableProvider::try_new(
             catalog.clone(),
+            None,
             namespace.clone(),
             table_name.to_string(),
         )
diff --git a/crates/integrations/datafusion/src/physical_plan/metadata_scan.rs b/crates/integrations/datafusion/src/physical_plan/metadata_scan.rs
index f15acf807b..d4a2884d46 100644
--- a/crates/integrations/datafusion/src/physical_plan/metadata_scan.rs
+++ b/crates/integrations/datafusion/src/physical_plan/metadata_scan.rs
@@ -45,6 +45,13 @@ impl IcebergMetadataScan {
             properties,
         }
     }
+
+    /// Returns the metadata-table provider this node scans, so a distributed
+    /// engine can serialize the catalog config + table identifier + metadata type
+    /// it carries and rebuild it on a remote node.
+    pub fn provider(&self) -> &IcebergMetadataTableProvider {
+        &self.provider
+    }
 }
 
 impl DisplayAs for IcebergMetadataScan {
diff --git a/crates/integrations/datafusion/src/physical_plan/mod.rs b/crates/integrations/datafusion/src/physical_plan/mod.rs
index aeac30de32..024266a4e9 100644
--- a/crates/integrations/datafusion/src/physical_plan/mod.rs
+++ b/crates/integrations/datafusion/src/physical_plan/mod.rs
@@ -26,6 +26,9 @@ pub(crate) mod write;
 
 pub(crate) const DATA_FILES_COL_NAME: &str = "data_files";
 
+pub use commit::IcebergCommitExec;
 pub use expr_to_predicate::convert_filters_to_predicate;
-pub use project::project_with_partition;
+pub use metadata_scan::IcebergMetadataScan;
+pub use project::{PartitionExpr, project_with_partition};
 pub use scan::IcebergTableScan;
+pub use write::IcebergWriteExec;
diff --git a/crates/integrations/datafusion/src/physical_plan/project.rs b/crates/integrations/datafusion/src/physical_plan/project.rs
index a77abd0eef..e4bb204dd5 100644
--- a/crates/integrations/datafusion/src/physical_plan/project.rs
+++ b/crates/integrations/datafusion/src/physical_plan/project.rs
@@ -30,7 +30,7 @@ use iceberg::arrow::{
     PROJECTED_PARTITION_VALUE_COLUMN, PartitionValueCalculator, schema_to_arrow_schema,
     strip_metadata_from_schema,
 };
-use iceberg::spec::PartitionSpec;
+use iceberg::spec::{PartitionSpec, SchemaRef};
 use iceberg::table::Table;
 
 use crate::to_datafusion_error;
@@ -79,10 +79,6 @@ pub fn project_with_partition(
         )));
     }
 
-    let calculator =
-        PartitionValueCalculator::try_new(partition_spec.as_ref(), table_schema.as_ref())
-            .map_err(to_datafusion_error)?;
-
     let mut projection_exprs: Vec<(Arc<dyn PhysicalExpr>, String)> =
         Vec::with_capacity(input_schema.fields().len() + 1);
 
@@ -91,26 +87,51 @@ pub fn project_with_partition(
         projection_exprs.push((column_expr, field.name().clone()));
     }
 
-    let partition_expr = Arc::new(PartitionExpr::new(calculator, partition_spec.clone()));
+    let partition_expr = Arc::new(PartitionExpr::try_new(
+        partition_spec.clone(),
+        table_schema.clone(),
+    )?);
     projection_exprs.push((partition_expr, PROJECTED_PARTITION_VALUE_COLUMN.to_string()));
 
     let projection = ProjectionExec::try_new(projection_exprs, input)?;
     Ok(Arc::new(projection))
 }
 
-/// PhysicalExpr implementation for partition value calculation
+/// `PhysicalExpr` that computes Iceberg partition values for each input row.
+///
+/// Alongside the live (non-serializable) [`PartitionValueCalculator`], it retains
+/// the [`PartitionSpec`] and table schema it was built from. A distributed engine
+/// can serialize those two — both are self-contained iceberg spec types — and
+/// rebuild an equivalent expression on a remote node via [`PartitionExpr::try_new`].
 #[derive(Debug, Clone)]
-struct PartitionExpr {
+pub struct PartitionExpr {
     calculator: Arc<PartitionValueCalculator>,
     partition_spec: Arc<PartitionSpec>,
+    table_schema: SchemaRef,
 }
 
 impl PartitionExpr {
-    fn new(calculator: PartitionValueCalculator, partition_spec: Arc<PartitionSpec>) -> Self {
-        Self {
+    /// Builds a partition expression from a partition spec and the table schema
+    /// it is bound to, constructing the underlying [`PartitionValueCalculator`].
+    pub fn try_new(partition_spec: Arc<PartitionSpec>, table_schema: SchemaRef) -> DFResult<Self> {
+        let calculator =
+            PartitionValueCalculator::try_new(partition_spec.as_ref(), table_schema.as_ref())
+                .map_err(to_datafusion_error)?;
+        Ok(Self {
             calculator: Arc::new(calculator),
             partition_spec,
-        }
+            table_schema,
+        })
+    }
+
+    /// The partition spec whose values this expression computes.
+    pub fn partition_spec(&self) -> &Arc<PartitionSpec> {
+        &self.partition_spec
+    }
+
+    /// The table schema the partition values are derived from.
+    pub fn table_schema(&self) -> &SchemaRef {
+        &self.table_schema
     }
 }
 
@@ -244,8 +265,6 @@ mod tests {
 
         let input = Arc::new(EmptyExec::new(arrow_schema.clone()));
 
-        let calculator = PartitionValueCalculator::try_new(&partition_spec, &table_schema).unwrap();
-
         let mut projection_exprs: Vec<(Arc<dyn PhysicalExpr>, String)> =
             Vec::with_capacity(arrow_schema.fields().len() + 1);
         for (i, field) in arrow_schema.fields().iter().enumerate() {
@@ -253,7 +272,9 @@ mod tests {
             projection_exprs.push((column_expr, field.name().clone()));
         }
 
-        let partition_expr = Arc::new(PartitionExpr::new(calculator, partition_spec));
+        let partition_expr = Arc::new(
+            PartitionExpr::try_new(partition_spec, Arc::new(table_schema.clone())).unwrap(),
+        );
         projection_exprs.push((partition_expr, PROJECTED_PARTITION_VALUE_COLUMN.to_string()));
 
         let projection = ProjectionExec::try_new(projection_exprs, input).unwrap();
@@ -298,7 +319,7 @@ mod tests {
         let partition_spec = Arc::new(partition_spec);
         let calculator = PartitionValueCalculator::try_new(&partition_spec, &table_schema).unwrap();
         let partition_type = calculator.partition_arrow_type().clone();
-        let expr = PartitionExpr::new(calculator, partition_spec);
+        let expr = PartitionExpr::try_new(partition_spec, Arc::new(table_schema.clone())).unwrap();
 
         assert_eq!(expr.data_type(&arrow_schema).unwrap(), partition_type);
         assert!(!expr.nullable(&arrow_schema).unwrap());
diff --git a/crates/integrations/datafusion/src/physical_plan/scan.rs b/crates/integrations/datafusion/src/physical_plan/scan.rs
index 1e53c20cec..12adbac43f 100644
--- a/crates/integrations/datafusion/src/physical_plan/scan.rs
+++ b/crates/integrations/datafusion/src/physical_plan/scan.rs
@@ -52,11 +52,15 @@ pub struct IcebergTableScan {
     predicates: Option<Predicate>,
     /// Optional limit on the number of rows to return
     limit: Option<usize>,
+    /// Optional serializable catalog/storage config, populated when this scan is
+    /// built through a config-backed provider so it can be reconstructed on a
+    /// remote node by a distributed engine.
+    catalog_config: Option<crate::IcebergCatalogConfig>,
 }
 
 impl IcebergTableScan {
     /// Creates a new [`IcebergTableScan`] object.
-    pub(crate) fn new(
+    pub fn new(
         table: Table,
         snapshot_id: Option<i64>,
         schema: ArrowSchemaRef,
@@ -79,9 +83,36 @@ impl IcebergTableScan {
             projection,
             predicates,
             limit,
+            catalog_config: None,
         }
     }
 
+    /// Attaches a serializable catalog/storage config to this scan so that a
+    /// distributed engine can reconstruct it on a remote node.
+    pub fn with_catalog_config(
+        mut self,
+        catalog_config: Option<crate::IcebergCatalogConfig>,
+    ) -> Self {
+        self.catalog_config = catalog_config;
+        self
+    }
+
+    /// Returns the serializable catalog/storage config, if any.
+    pub fn catalog_config(&self) -> Option<&crate::IcebergCatalogConfig> {
+        self.catalog_config.as_ref()
+    }
+
+    /// Replaces the scan's pushed-down filter predicate.
+    ///
+    /// `IcebergTableScan::new` derives the predicate from DataFusion `Expr`
+    /// filters; this setter lets a distributed engine restore an already-built
+    /// [`Predicate`] directly (e.g. after deserializing it), so file pruning is
+    /// preserved on remote nodes.
+    pub fn with_predicates(mut self, predicates: Option<Predicate>) -> Self {
+        self.predicates = predicates;
+        self
+    }
+
     pub fn table(&self) -> &Table {
         &self.table
     }
diff --git a/crates/integrations/datafusion/src/physical_plan/write.rs b/crates/integrations/datafusion/src/physical_plan/write.rs
index a7d771ec1b..09031bf54b 100644
--- a/crates/integrations/datafusion/src/physical_plan/write.rs
+++ b/crates/integrations/datafusion/src/physical_plan/write.rs
@@ -58,25 +58,50 @@ use crate::to_datafusion_error;
 /// The output of this execution plan is a record batch containing a single column with serialized
 /// data file information that can be used for committing the write operation to the table.
 #[derive(Debug)]
-pub(crate) struct IcebergWriteExec {
+pub struct IcebergWriteExec {
     table: Table,
     input: Arc<dyn ExecutionPlan>,
     result_schema: ArrowSchemaRef,
     plan_properties: Arc<PlanProperties>,
+    /// Optional serializable catalog/storage config, populated when this node is
+    /// built through a config-backed provider so it can be reconstructed on a
+    /// remote node by a distributed engine.
+    catalog_config: Option<crate::IcebergCatalogConfig>,
 }
 
 impl IcebergWriteExec {
-    pub fn new(table: Table, input: Arc<dyn ExecutionPlan>, schema: ArrowSchemaRef) -> Self {
-        let plan_properties = Self::compute_properties(&input, schema);
+    pub fn new(table: Table, input: Arc<dyn ExecutionPlan>) -> Self {
+        let plan_properties = Self::compute_properties(&input, Self::make_result_schema());
 
         Self {
             table,
             input,
             result_schema: Self::make_result_schema(),
             plan_properties,
+            catalog_config: None,
         }
     }
 
+    /// Attaches a serializable catalog/storage config to this node so that a
+    /// distributed engine can reconstruct it on a remote node.
+    pub fn with_catalog_config(
+        mut self,
+        catalog_config: Option<crate::IcebergCatalogConfig>,
+    ) -> Self {
+        self.catalog_config = catalog_config;
+        self
+    }
+
+    /// Returns the serializable catalog/storage config, if any.
+    pub fn catalog_config(&self) -> Option<&crate::IcebergCatalogConfig> {
+        self.catalog_config.as_ref()
+    }
+
+    /// Returns the table this node writes to.
+    pub fn table(&self) -> &Table {
+        &self.table
+    }
+
     fn compute_properties(
         input: &Arc<dyn ExecutionPlan>,
         schema: ArrowSchemaRef,
@@ -166,11 +191,10 @@ impl ExecutionPlan for IcebergWriteExec {
             )));
         }
 
-        Ok(Arc::new(Self::new(
-            self.table.clone(),
-            Arc::clone(&children[0]),
-            self.schema(),
-        )))
+        Ok(Arc::new(
+            Self::new(self.table.clone(), Arc::clone(&children[0]))
+                .with_catalog_config(self.catalog_config.clone()),
+        ))
     }
 
     /// Executes the write operation for the given partition.
@@ -494,7 +518,7 @@ mod tests {
         ]));
 
         // 4. Create IcebergWriteExec
-        let write_exec = IcebergWriteExec::new(table.clone(), input_plan, arrow_schema);
+        let write_exec = IcebergWriteExec::new(table.clone(), input_plan);
 
         // 5. Execute the plan
         let task_ctx = Arc::new(TaskContext::default());
@@ -601,4 +625,31 @@ mod tests {
 
         Ok(())
     }
+
+    #[tokio::test]
+    async fn test_iceberg_write_exec_advertises_result_schema() -> Result<()> {
+        let iceberg_catalog = get_iceberg_catalog().await;
+        let namespace = NamespaceIdent::new("test_namespace".to_string());
+        iceberg_catalog
+            .create_namespace(&namespace, HashMap::new())
+            .await?;
+        let creation = get_table_creation(temp_path(), "test_table", get_test_schema()?);
+        let table = iceberg_catalog.create_table(&namespace, creation).await?;
+
+        let table_schema = Arc::new(ArrowSchema::new(vec![
+            Field::new("id", DataType::Int32, false),
+            Field::new("name", DataType::Utf8, false),
+        ]));
+        let input = Arc::new(MockExecutionPlan::new(table_schema.clone(), vec![]));
+
+        let write_exec = IcebergWriteExec::new(table, input);
+
+        assert_eq!(
+            write_exec.schema().as_ref(),
+            &ArrowSchema::new(vec![Field::new(DATA_FILES_COL_NAME, DataType::Utf8, false)]),
+            "IcebergWriteExec should advertise the data_files schema, not the table schema"
+        );
+
+        Ok(())
+    }
 }
diff --git a/crates/integrations/datafusion/src/schema.rs b/crates/integrations/datafusion/src/schema.rs
index 545863f8c6..12820d92fd 100644
--- a/crates/integrations/datafusion/src/schema.rs
+++ b/crates/integrations/datafusion/src/schema.rs
@@ -32,7 +32,7 @@ use iceberg::spec::FormatVersion;
 use iceberg::{Catalog, Error, ErrorKind, NamespaceIdent, Result, TableCreation, TableIdent};
 
 use crate::table::IcebergTableProvider;
-use crate::to_datafusion_error;
+use crate::{IcebergCatalogConfig, to_datafusion_error};
 
 /// Represents a [`SchemaProvider`] for the Iceberg [`Catalog`], managing
 /// access to table providers within a specific namespace.
@@ -42,6 +42,10 @@ pub(crate) struct IcebergSchemaProvider {
     catalog: Arc<dyn Catalog>,
     /// The namespace this schema represents
     namespace: NamespaceIdent,
+    /// Optional serializable catalog/storage config. When present, every table
+    /// provider this schema creates carries it, so catalog-registered tables can
+    /// be queried by a distributed engine.
+    config: Option<IcebergCatalogConfig>,
     /// A concurrent map where keys are table names
     /// and values are dynamic references to objects implementing the
     /// [`TableProvider`] trait.
@@ -57,8 +61,12 @@ impl IcebergSchemaProvider {
     /// This method retrieves a list of table names
     /// attempts to create a table provider for each table name, and
     /// collects these providers into a `HashMap`.
+    ///
+    /// When `config` is present it is threaded into every table provider this
+    /// schema creates, so the tables can be queried by a distributed engine.
     pub(crate) async fn try_new(
         client: Arc<dyn Catalog>,
+        config: Option<IcebergCatalogConfig>,
         namespace: NamespaceIdent,
     ) -> Result<Self> {
         // TODO:
@@ -75,7 +83,14 @@ impl IcebergSchemaProvider {
         let providers = try_join_all(
             table_names
                 .iter()
-                .map(|name| IcebergTableProvider::try_new(client.clone(), namespace.clone(), name))
+                .map(|name| {
+                    IcebergTableProvider::try_new(
+                        client.clone(),
+                        config.clone(),
+                        namespace.clone(),
+                        name.clone(),
+                    )
+                })
                 .collect::<Vec<_>>(),
         )
         .await?;
@@ -88,6 +103,7 @@ impl IcebergSchemaProvider {
         Ok(IcebergSchemaProvider {
             catalog: client,
             namespace,
+            config,
             tables,
         })
     }
@@ -173,6 +189,7 @@ impl SchemaProvider for IcebergSchemaProvider {
 
         let catalog = self.catalog.clone();
         let namespace = self.namespace.clone();
+        let config = self.config.clone();
         let tables = self.tables.clone();
         let name_clone = name.clone();
 
@@ -191,9 +208,11 @@ impl SchemaProvider for IcebergSchemaProvider {
                     .await
                     .map_err(to_datafusion_error)?;
 
-                // Create a new table provider using the catalog reference
+                // Create a new table provider using the catalog reference,
+                // carrying the config so it stays distributable.
                 let table_provider = IcebergTableProvider::try_new(
                     catalog.clone(),
+                    config.clone(),
                     namespace.clone(),
                     name_clone.clone(),
                 )
@@ -317,13 +336,91 @@ mod tests {
             .await
             .unwrap();
 
-        let provider = IcebergSchemaProvider::try_new(Arc::new(catalog), namespace)
+        let provider = IcebergSchemaProvider::try_new(Arc::new(catalog), None, namespace)
             .await
             .unwrap();
 
         (provider, temp_dir)
     }
 
+    #[tokio::test]
+    async fn test_schema_provider_with_config_propagates_to_tables() {
+        use iceberg::TableCreation;
+        use iceberg::spec::{NestedField, PrimitiveType, Schema, Type};
+
+        let temp_dir = TempDir::new().unwrap();
+        let warehouse_path = temp_dir.path().to_str().unwrap().to_string();
+        let catalog = Arc::new(
+            MemoryCatalogBuilder::default()
+                .load(
+                    "memory",
+                    HashMap::from([(MEMORY_CATALOG_WAREHOUSE.to_string(), warehouse_path.clone())]),
+                )
+                .await
+                .unwrap(),
+        );
+
+        let namespace = NamespaceIdent::new("test_ns".to_string());
+        catalog
+            .create_namespace(&namespace, HashMap::new())
+            .await
+            .unwrap();
+
+        let schema = Schema::builder()
+            .with_schema_id(0)
+            .with_fields(vec![
+                NestedField::required(1, "id", Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+        catalog
+            .create_table(
+                &namespace,
+                TableCreation::builder()
+                    .name("t".to_string())
+                    .location(format!("{warehouse_path}/t"))
+                    .schema(schema)
+                    .properties(HashMap::new())
+                    .build(),
+            )
+            .await
+            .unwrap();
+
+        // With config: the table provider carries it (and is therefore distributable).
+        let config = IcebergCatalogConfig::new("memory", "memory", HashMap::new());
+        let with_config =
+            IcebergSchemaProvider::try_new(catalog.clone(), Some(config), namespace.clone())
+                .await
+                .unwrap();
+        let provider = with_config
+            .table("t")
+            .await
+            .unwrap()
+            .expect("table provider");
+        let iceberg = provider
+            .downcast_ref::<IcebergTableProvider>()
+            .expect("IcebergTableProvider");
+        assert!(
+            iceberg.config().is_some(),
+            "try_new_with_config should propagate the config to its tables"
+        );
+
+        // Without config: providers stay config-less (legacy behavior).
+        let without_config =
+            IcebergSchemaProvider::try_new(catalog.clone(), None, namespace.clone())
+                .await
+                .unwrap();
+        let provider = without_config
+            .table("t")
+            .await
+            .unwrap()
+            .expect("table provider");
+        let iceberg = provider
+            .downcast_ref::<IcebergTableProvider>()
+            .expect("IcebergTableProvider");
+        assert!(iceberg.config().is_none());
+    }
+
     #[tokio::test]
     async fn test_register_table_with_data_fails() {
         let (schema_provider, _temp_dir) = create_test_schema_provider().await;
diff --git a/crates/integrations/datafusion/src/table/metadata_table.rs b/crates/integrations/datafusion/src/table/metadata_table.rs
index 39f3cb3051..262f635952 100644
--- a/crates/integrations/datafusion/src/table/metadata_table.rs
+++ b/crates/integrations/datafusion/src/table/metadata_table.rs
@@ -40,6 +40,47 @@ use crate::to_datafusion_error;
 pub struct IcebergMetadataTableProvider {
     pub(crate) table: Table,
     pub(crate) r#type: MetadataTableType,
+    /// Optional serializable catalog/storage config, populated when this provider
+    /// is built through a config-backed table provider so that a distributed
+    /// engine can reconstruct it (reload the table from the catalog) on a remote
+    /// node.
+    catalog_config: Option<crate::IcebergCatalogConfig>,
+}
+
+impl IcebergMetadataTableProvider {
+    /// Creates a metadata-table provider over an already-loaded table.
+    pub fn new(table: Table, r#type: MetadataTableType) -> Self {
+        Self {
+            table,
+            r#type,
+            catalog_config: None,
+        }
+    }
+
+    /// Attaches a serializable catalog/storage config so that a distributed engine
+    /// can reconstruct this provider on a remote node.
+    pub fn with_catalog_config(
+        mut self,
+        catalog_config: Option<crate::IcebergCatalogConfig>,
+    ) -> Self {
+        self.catalog_config = catalog_config;
+        self
+    }
+
+    /// Returns the serializable catalog/storage config, if any.
+    pub fn catalog_config(&self) -> Option<&crate::IcebergCatalogConfig> {
+        self.catalog_config.as_ref()
+    }
+
+    /// Returns the table this provider inspects.
+    pub fn table(&self) -> &Table {
+        &self.table
+    }
+
+    /// Returns which metadata table this provider serves.
+    pub fn metadata_type(&self) -> &MetadataTableType {
+        &self.r#type
+    }
 }
 
 #[async_trait]
diff --git a/crates/integrations/datafusion/src/table/mod.rs b/crates/integrations/datafusion/src/table/mod.rs
index 2fd958dff4..1410d2eca2 100644
--- a/crates/integrations/datafusion/src/table/mod.rs
+++ b/crates/integrations/datafusion/src/table/mod.rs
@@ -46,7 +46,7 @@ use iceberg::inspect::MetadataTableType;
 use iceberg::spec::TableProperties;
 use iceberg::table::Table;
 use iceberg::{Catalog, Error, ErrorKind, NamespaceIdent, Result, TableIdent};
-use metadata_table::IcebergMetadataTableProvider;
+pub use metadata_table::IcebergMetadataTableProvider;
 
 use crate::error::to_datafusion_error;
 use crate::physical_plan::commit::IcebergCommitExec;
@@ -56,6 +56,37 @@ use crate::physical_plan::scan::IcebergTableScan;
 use crate::physical_plan::sort::sort_by_partition;
 use crate::physical_plan::write::IcebergWriteExec;
 
+/// Computes the arrow schema to expose for reading `table` at the given snapshot:
+/// the table's current schema for `None`, that snapshot's schema for `Some`, so
+/// a time-travel read plans against the schema in effect at that snapshot.
+///
+/// This is the single definition of that mapping. Distributed engines need it
+/// too — an executor rebuilding a snapshot-pinned plan node has to resolve the
+/// same schema the provider resolved at planning time — so it is public rather
+/// than reimplemented per engine, where the two copies could drift apart
+/// silently.
+pub fn snapshot_arrow_schema(table: &Table, snapshot_id: Option<i64>) -> Result<ArrowSchemaRef> {
+    let iceberg_schema = match snapshot_id {
+        None => table.metadata().current_schema().clone(),
+        Some(snapshot_id) => {
+            let snapshot = table
+                .metadata()
+                .snapshot_by_id(snapshot_id)
+                .ok_or_else(|| {
+                    Error::new(
+                        ErrorKind::DataInvalid,
+                        format!(
+                            "snapshot id {snapshot_id} not found in table {}",
+                            table.identifier()
+                        ),
+                    )
+                })?;
+            snapshot.schema(table.metadata())?
+        }
+    };
+    Ok(Arc::new(schema_to_arrow_schema(&iceberg_schema)?))
+}
+
 /// Catalog-backed table provider with automatic metadata refresh.
 ///
 /// This provider loads fresh table metadata from the catalog on every scan and write
@@ -70,8 +101,17 @@ pub struct IcebergTableProvider {
     catalog: Arc<dyn Catalog>,
     /// The table identifier (namespace + name)
     table_ident: TableIdent,
-    /// A reference-counted arrow `Schema` (cached at construction)
+    /// A reference-counted arrow `Schema` (cached at construction, recomputed
+    /// when a snapshot is pinned)
     schema: ArrowSchemaRef,
+    /// Optional serializable catalog/storage config. When present, it is
+    /// threaded into the execution plan nodes produced by `scan`/`insert_into`
+    /// so that a distributed engine can reconstruct them (and their catalog and
+    /// storage) on remote nodes.
+    config: Option<crate::IcebergCatalogConfig>,
+    /// Snapshot to read. `None` reads the current snapshot; `Some` pins reads to
+    /// that snapshot and rejects writes.
+    snapshot_id: Option<i64>,
 }
 
 impl IcebergTableProvider {
@@ -81,6 +121,7 @@ impl IcebergTableProvider {
     /// reference for future metadata refreshes on each operation.
     pub(crate) async fn try_new(
         catalog: Arc<dyn Catalog>,
+        config: Option<crate::IcebergCatalogConfig>,
         namespace: NamespaceIdent,
         name: impl Into<String>,
     ) -> Result<Self> {
@@ -88,22 +129,76 @@ impl IcebergTableProvider {
 
         // Load table once to get initial schema
         let table = catalog.load_table(&table_ident).await?;
-        let schema = Arc::new(schema_to_arrow_schema(table.metadata().current_schema())?);
+        let schema = snapshot_arrow_schema(&table, None)?;
 
         Ok(IcebergTableProvider {
             catalog,
             table_ident,
             schema,
+            config,
+            snapshot_id: None,
         })
     }
 
+    /// Creates a catalog-backed table provider that carries a serializable
+    /// [`IcebergCatalogConfig`](crate::IcebergCatalogConfig).
+    ///
+    /// The `catalog` must already be built from the same `config`. The config is
+    /// threaded into the execution plan nodes this provider produces so that a
+    /// distributed engine (e.g. Ballista) can serialize those nodes and rebuild
+    /// the catalog/storage on remote executors.
+    pub async fn try_new_with_config(
+        catalog: Arc<dyn Catalog>,
+        config: crate::IcebergCatalogConfig,
+        namespace: NamespaceIdent,
+        name: impl Into<String>,
+    ) -> Result<Self> {
+        Self::try_new(catalog, Some(config), namespace, name).await
+    }
+
+    /// Pins reads to a snapshot for time travel; `None` (the default) reads the
+    /// current snapshot. A pinned provider is read-only: `insert_into` would
+    /// commit to the current table state, invisible to its own reads, so it
+    /// errors instead.
+    ///
+    /// The snapshot id is threaded into the scan node, so it is serialized and
+    /// honored by a distributed engine as well.
+    ///
+    /// Reloads metadata from the catalog to validate the snapshot and re-derive
+    /// `schema()` from it. The reload matters because providers handed out by
+    /// the catalog are cached, so a snapshot committed after construction would
+    /// otherwise look nonexistent.
+    pub async fn with_snapshot_id(mut self, snapshot_id: Option<i64>) -> Result<Self> {
+        let table = self.catalog.load_table(&self.table_ident).await?;
+        self.schema = snapshot_arrow_schema(&table, snapshot_id)?;
+        self.snapshot_id = snapshot_id;
+        Ok(self)
+    }
+
+    /// Returns the snapshot this provider reads, if pinned for time-travel.
+    pub fn snapshot_id(&self) -> Option<i64> {
+        self.snapshot_id
+    }
+
+    /// Returns the serializable catalog/storage config, if this provider was
+    /// created with one.
+    pub fn config(&self) -> Option<&crate::IcebergCatalogConfig> {
+        self.config.as_ref()
+    }
+
+    /// Returns the identifier of the table this provider serves.
+    pub fn table_ident(&self) -> &TableIdent {
+        &self.table_ident
+    }
+
     pub(crate) async fn metadata_table(
         &self,
         r#type: MetadataTableType,
     ) -> Result<IcebergMetadataTableProvider> {
         // Load fresh table metadata for metadata table access
         let table = self.catalog.load_table(&self.table_ident).await?;
-        Ok(IcebergMetadataTableProvider { table, r#type })
+        Ok(IcebergMetadataTableProvider::new(table, r#type)
+            .with_catalog_config(self.config.clone()))
     }
 }
 
@@ -131,15 +226,18 @@ impl TableProvider for IcebergTableProvider {
             .await
             .map_err(to_datafusion_error)?;
 
-        // Create scan with fresh metadata (always use current snapshot)
-        Ok(Arc::new(IcebergTableScan::new(
-            table,
-            None, // Always use current snapshot for catalog-backed provider
-            self.schema.clone(),
-            projection,
-            filters,
-            limit,
-        )))
+        // Create scan with fresh metadata, honoring a pinned snapshot if set.
+        Ok(Arc::new(
+            IcebergTableScan::new(
+                table,
+                self.snapshot_id,
+                self.schema.clone(),
+                projection,
+                filters,
+                limit,
+            )
+            .with_catalog_config(self.config.clone()),
+        ))
     }
 
     fn supports_filters_pushdown(
@@ -162,6 +260,15 @@ impl TableProvider for IcebergTableProvider {
             )));
         }
 
+        // A write would commit to the table's current state, invisible to this
+        // provider's pinned reads.
+        if let Some(snapshot_id) = self.snapshot_id {
+            return Err(DataFusionError::NotImplemented(format!(
+                "IcebergTableProvider is pinned to snapshot {snapshot_id} and cannot be \
+                 written to; use an unpinned IcebergTableProvider for writes"
+            )));
+        }
+
         // Load fresh table metadata from catalog
         let table = self
             .catalog
@@ -218,21 +325,23 @@ impl TableProvider for IcebergTableProvider {
             sort_by_partition(repartitioned_plan)?
         };
 
-        let write_plan = Arc::new(IcebergWriteExec::new(
-            table.clone(),
-            write_input,
-            self.schema.clone(),
-        ));
+        let write_plan = Arc::new(
+            IcebergWriteExec::new(table.clone(), write_input)
+                .with_catalog_config(self.config.clone()),
+        );
 
         // Merge the outputs of write_plan into one so we can commit all files together
         let coalesce_partitions = Arc::new(CoalescePartitionsExec::new(write_plan));
 
-        Ok(Arc::new(IcebergCommitExec::new(
-            table,
-            self.catalog.clone(),
-            coalesce_partitions,
-            self.schema.clone(),
-        )))
+        Ok(Arc::new(
+            IcebergCommitExec::new(
+                table,
+                self.catalog.clone(),
+                coalesce_partitions,
+                self.schema.clone(),
+            )
+            .with_catalog_config(self.config.clone()),
+        ))
     }
 }
 
@@ -259,7 +368,7 @@ impl IcebergStaticTableProvider {
     ///
     /// Uses the table's current snapshot for all queries. Does not support write operations.
     pub async fn try_new_from_table(table: Table) -> Result<Self> {
-        let schema = Arc::new(schema_to_arrow_schema(table.metadata().current_schema())?);
+        let schema = snapshot_arrow_schema(&table, None)?;
         Ok(IcebergStaticTableProvider {
             table,
             snapshot_id: None,
@@ -272,20 +381,7 @@ impl IcebergStaticTableProvider {
     /// Queries the specified snapshot for all operations. Useful for time-travel queries.
     /// Does not support write operations.
     pub async fn try_new_from_table_snapshot(table: Table, snapshot_id: i64) -> Result<Self> {
-        let snapshot = table
-            .metadata()
-            .snapshot_by_id(snapshot_id)
-            .ok_or_else(|| {
-                Error::new(
-                    ErrorKind::Unexpected,
-                    format!(
-                        "snapshot id {snapshot_id} not found in table {}",
-                        table.identifier().name()
-                    ),
-                )
-            })?;
-        let table_schema = snapshot.schema(table.metadata())?;
-        let schema = Arc::new(schema_to_arrow_schema(&table_schema)?);
+        let schema = snapshot_arrow_schema(&table, Some(snapshot_id))?;
         Ok(IcebergStaticTableProvider {
             table,
             snapshot_id: Some(snapshot_id),
@@ -523,10 +619,14 @@ mod tests {
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
 
         // Test creating a catalog-backed provider
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         // Verify the schema is loaded correctly
         let schema = provider.schema();
@@ -539,10 +639,14 @@ mod tests {
     async fn test_catalog_backed_provider_scan() {
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         ctx.register_table("test_table", Arc::new(provider))
@@ -565,10 +669,14 @@ mod tests {
     async fn test_catalog_backed_provider_insert() {
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         ctx.register_table("test_table", Arc::new(provider))
@@ -592,10 +700,14 @@ mod tests {
     async fn test_physical_input_schema_consistent_with_logical_input_schema() {
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         ctx.register_table("test_table", Arc::new(provider))
@@ -711,7 +823,7 @@ mod tests {
         use datafusion::physical_plan::empty::EmptyExec;
 
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
-        let provider = IcebergTableProvider::try_new(catalog, namespace, table_name)
+        let provider = IcebergTableProvider::try_new(catalog, None, namespace, table_name)
             .await
             .unwrap();
         let ctx = SessionContext::new();
@@ -742,6 +854,54 @@ mod tests {
         }
     }
 
+    #[tokio::test]
+    async fn test_pinned_provider_rejects_writes() {
+        use datafusion::physical_plan::empty::EmptyExec;
+
+        let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
+
+        // An append so the table has a snapshot to pin.
+        let writer = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
+        let ctx = SessionContext::new();
+        ctx.register_table("t", Arc::new(writer)).unwrap();
+        ctx.sql("INSERT INTO t VALUES (1, 'a')")
+            .await
+            .unwrap()
+            .collect()
+            .await
+            .unwrap();
+
+        let snapshot = current_snapshot_id(&catalog, &namespace, &table_name).await;
+        let provider = IcebergTableProvider::try_new(catalog, None, namespace, table_name)
+            .await
+            .unwrap()
+            .with_snapshot_id(Some(snapshot))
+            .await
+            .unwrap();
+
+        let input = Arc::new(EmptyExec::new(provider.schema())) as Arc<dyn ExecutionPlan>;
+        let error = provider
+            .insert_into(&ctx.state(), input, InsertOp::Append)
+            .await
+            .expect_err("writes to a pinned provider should be rejected");
+
+        assert!(
+            matches!(
+                error,
+                DataFusionError::NotImplemented(ref message)
+                    if message.contains(&format!("pinned to snapshot {snapshot}"))
+            ),
+            "unexpected error: {error}"
+        );
+    }
+
     #[tokio::test]
     async fn test_insert_plan_fanout_enabled_no_sort() {
         use datafusion::datasource::TableProvider;
@@ -752,10 +912,14 @@ mod tests {
         let (catalog, namespace, table_name, _temp_dir) =
             get_partitioned_test_catalog_and_table(Some(true)).await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         let input_schema = provider.schema();
@@ -784,10 +948,14 @@ mod tests {
         let (catalog, namespace, table_name, _temp_dir) =
             get_partitioned_test_catalog_and_table(Some(false)).await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         let input_schema = provider.schema();
@@ -843,10 +1011,14 @@ mod tests {
 
         let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
 
-        let provider =
-            IcebergTableProvider::try_new(catalog.clone(), namespace.clone(), table_name.clone())
-                .await
-                .unwrap();
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
 
         let ctx = SessionContext::new();
         let state = ctx.state();
@@ -894,4 +1066,325 @@ mod tests {
             "Limit should be None when not specified"
         );
     }
+
+    /// Runs `SELECT * FROM t` against `provider` and returns the result batches.
+    async fn scan_rows(
+        provider: IcebergTableProvider,
+    ) -> Vec<datafusion::arrow::array::RecordBatch> {
+        let ctx = SessionContext::new();
+        ctx.register_table("t", Arc::new(provider)).unwrap();
+        ctx.sql("SELECT * FROM t")
+            .await
+            .unwrap()
+            .collect()
+            .await
+            .unwrap()
+    }
+
+    async fn current_snapshot_id(
+        catalog: &Arc<dyn Catalog>,
+        namespace: &NamespaceIdent,
+        table_name: &str,
+    ) -> i64 {
+        catalog
+            .load_table(&TableIdent::new(namespace.clone(), table_name.to_string()))
+            .await
+            .unwrap()
+            .metadata()
+            .current_snapshot()
+            .unwrap()
+            .snapshot_id()
+    }
+
+    #[tokio::test]
+    async fn test_pinned_snapshot_reads_historical_data() {
+        use datafusion::assert_batches_sorted_eq;
+
+        let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
+
+        // Built while the table still has no snapshot at all, then left alone —
+        // the shape of the providers the catalog builds once and caches.
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
+
+        let ctx = SessionContext::new();
+        ctx.register_table("t", Arc::new(provider.clone())).unwrap();
+        ctx.sql("INSERT INTO t VALUES (1, 'a')")
+            .await
+            .unwrap()
+            .collect()
+            .await
+            .unwrap();
+        let first_snapshot = current_snapshot_id(&catalog, &namespace, &table_name).await;
+        ctx.sql("INSERT INTO t VALUES (2, 'b')")
+            .await
+            .unwrap()
+            .collect()
+            .await
+            .unwrap();
+
+        // Unpinned, it reloads on every scan and sees the latest state.
+        assert_eq!(provider.snapshot_id(), None);
+        assert_batches_sorted_eq!(
+            [
+                "+----+------+",
+                "| id | name |",
+                "+----+------+",
+                "| 1  | a    |",
+                "| 2  | b    |",
+                "+----+------+",
+            ],
+            &scan_rows(provider.clone()).await
+        );
+
+        // Pinning resolves `first_snapshot` even though the provider predates it,
+        // and hides the newer row.
+        let pinned = provider
+            .clone()
+            .with_snapshot_id(Some(first_snapshot))
+            .await
+            .unwrap();
+        assert_eq!(pinned.snapshot_id(), Some(first_snapshot));
+        assert_batches_sorted_eq!(
+            [
+                "+----+------+",
+                "| id | name |",
+                "+----+------+",
+                "| 1  | a    |",
+                "+----+------+",
+            ],
+            &scan_rows(pinned.clone()).await
+        );
+
+        // The pin is carried on the scan node itself, so a distributed engine's
+        // codec can serialize it.
+        let scan_plan = pinned
+            .scan(&SessionContext::new().state(), None, &[], None)
+            .await
+            .unwrap();
+        assert_eq!(
+            scan_plan
+                .downcast_ref::<IcebergTableScan>()
+                .expect("Expected IcebergTableScan")
+                .snapshot_id(),
+            Some(first_snapshot),
+            "pinned snapshot should propagate to the scan node"
+        );
+
+        // Clearing the pin brings the newer row back.
+        let unpinned = pinned.with_snapshot_id(None).await.unwrap();
+        assert_eq!(unpinned.snapshot_id(), None);
+        assert_batches_sorted_eq!(
+            [
+                "+----+------+",
+                "| id | name |",
+                "+----+------+",
+                "| 1  | a    |",
+                "| 2  | b    |",
+                "+----+------+",
+            ],
+            &scan_rows(unpinned).await
+        );
+    }
+
+    #[tokio::test]
+    async fn test_with_snapshot_id_recomputes_schema_on_evolution() {
+        use datafusion::assert_batches_sorted_eq;
+        use iceberg::transaction::{AddColumn, ApplyTransactionAction, Transaction};
+
+        let (catalog, namespace, table_name, _temp_dir) = get_test_catalog_and_table().await;
+        let table_ident = TableIdent::new(namespace.clone(), table_name.clone());
+
+        // Append under the original {id, name} schema.
+        let writer = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
+        let ctx = SessionContext::new();
+        ctx.register_table("t", Arc::new(writer)).unwrap();
+        ctx.sql("INSERT INTO t VALUES (1, 'a')")
+            .await
+            .unwrap()
+            .collect()
+            .await
+            .unwrap();
+        let snapshot = current_snapshot_id(&catalog, &namespace, &table_name).await;
+
+        // Evolve the schema. The snapshot above still references {id, name}.
+        let table = catalog.load_table(&table_ident).await.unwrap();
+        let tx = Transaction::new(&table);
+        let tx = tx
+            .update_schema()
+            .add_column(AddColumn::optional(
+                "email",
+                Type::Primitive(PrimitiveType::String),
+            ))
+            .apply(tx)
+            .unwrap();
+        tx.commit(catalog.as_ref()).await.unwrap();
+
+        let provider = IcebergTableProvider::try_new(
+            catalog.clone(),
+            None,
+            namespace.clone(),
+            table_name.clone(),
+        )
+        .await
+        .unwrap();
+        assert_eq!(provider.schema().fields().len(), 3);
+
+        // Pinning re-derives the historical schema. Before the fix, `schema()`
+        // kept advertising `email` and the scan below failed with "Column email
+        // not found in table".
+        let pinned = provider
+            .clone()
+            .with_snapshot_id(Some(snapshot))
+            .await
+            .unwrap();
+        assert_eq!(
+            pinned
+                .schema()
+                .fields()
+                .iter()
+                .map(|f| f.name().as_str())
+                .collect::<Vec<_>>(),
+            ["id", "name"]
+        );
+        assert_batches_sorted_eq!(
+            [
+                "+----+------+",
+                "| id | name |",
+                "+----+------+",
+                "| 1  | a    |",
+                "+----+------+",
+            ],
+            &scan_rows(pinned).await
+        );
+
+        // A snapshot the table doesn't have is rejected up front. Falling back to
+        // the current schema would turn a stale pin into wrong output instead of
+        // an error.
+        let error = provider
+            .with_snapshot_id(Some(9_999_999))
+            .await
+            .unwrap_err();
+        let message = error.to_string();
+        assert!(message.contains("snapshot id 9999999"), "{message}");
+        // Namespace-qualified: a bare table name is ambiguous across namespaces.
+        assert!(message.contains("test_ns.test_table"), "{message}");
+    }
+
+    const PINNED_SNAPSHOT: i64 = 3_051_729_675_574_597_004;
+
+    /// A table with two schemas: `PINNED_SNAPSHOT` was written under
+    /// `{id, name}`, and `email` was added after it.
+    fn evolved_table() -> Table {
+        use iceberg::spec::{
+            FormatVersion, Operation, PartitionSpec, Snapshot, SortOrder, Summary,
+            TableMetadataBuilder,
+        };
+        use iceberg::test_utils::test_runtime;
+
+        let v1 = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(1, "id", Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::optional(2, "name", Type::Primitive(PrimitiveType::String)).into(),
+            ])
+            .build()
+            .unwrap();
+        let v2 = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(1, "id", Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::optional(2, "name", Type::Primitive(PrimitiveType::String)).into(),
+                NestedField::optional(3, "email", Type::Primitive(PrimitiveType::String)).into(),
+            ])
+            .build()
+            .unwrap();
+
+        // Two stages, so the snapshot can use the schema id the builder actually
+        // assigned to `v1` instead of a guessed one.
+        let base = TableMetadataBuilder::new(
+            v1,
+            PartitionSpec::unpartition_spec(),
+            SortOrder::unsorted_order(),
+            "/test/table".to_string(),
+            FormatVersion::V2,
+            HashMap::new(),
+        )
+        .unwrap()
+        .build()
+        .unwrap()
+        .metadata;
+        let v1_schema_id = base.current_schema().schema_id();
+
+        let snapshot = Snapshot::builder()
+            .with_snapshot_id(PINNED_SNAPSHOT)
+            .with_sequence_number(1)
+            .with_timestamp_ms(base.last_updated_ms())
+            .with_manifest_list("/test/snap-1.avro")
+            .with_schema_id(v1_schema_id)
+            .with_summary(Summary {
+                operation: Operation::Append,
+                additional_properties: HashMap::new(),
+            })
+            .build();
+
+        let metadata = TableMetadataBuilder::new_from_metadata(base, None)
+            .add_snapshot(snapshot)
+            .unwrap()
+            .add_schema(v2)
+            .unwrap()
+            .set_current_schema(-1)
+            .unwrap()
+            .build()
+            .unwrap()
+            .metadata;
+
+        Table::builder()
+            .metadata(metadata)
+            .identifier(TableIdent::from_strs(["ns", "tbl"]).unwrap())
+            .file_io(FileIO::new_with_fs())
+            .metadata_location("/test/metadata.json")
+            .runtime(test_runtime())
+            .build()
+            .unwrap()
+    }
+
+    fn field_names(schema: &ArrowSchemaRef) -> Vec<&str> {
+        schema.fields().iter().map(|f| f.name().as_str()).collect()
+    }
+
+    #[test]
+    fn snapshot_arrow_schema_pinned_uses_that_snapshot_schema() {
+        // `email` came later, so a read pinned to this snapshot must not
+        // advertise it.
+        let schema = snapshot_arrow_schema(&evolved_table(), Some(PINNED_SNAPSHOT)).unwrap();
+        assert_eq!(field_names(&schema), vec!["id", "name"]);
+    }
+
+    #[test]
+    fn snapshot_arrow_schema_unpinned_uses_current_schema() {
+        let schema = snapshot_arrow_schema(&evolved_table(), None).unwrap();
+        assert_eq!(field_names(&schema), vec!["id", "name", "email"]);
+    }
+
+    #[test]
+    fn snapshot_arrow_schema_unknown_snapshot_errors() {
+        // Falling back to the current schema would turn a stale pin into wrong
+        // output instead of a failure.
+        let err = snapshot_arrow_schema(&evolved_table(), Some(-1)).unwrap_err();
+        let msg = err.to_string();
+        assert!(msg.contains("snapshot id -1"), "names the snapshot: {msg}");
+        assert!(msg.contains("ns.tbl"), "names the table: {msg}");
+    }
 }