diff --git a/Cargo.lock b/Cargo.lock
index edf2d2f1c..0b7f2ebec 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -253,19 +253,40 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f3f15b4c6b148206ff3a2b35002e08929c2462467b62b9c02036d9c34f9ef994"
 dependencies = [
- "arrow-arith",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-csv",
- "arrow-data",
- "arrow-ipc",
- "arrow-json",
- "arrow-ord",
- "arrow-row",
- "arrow-schema",
- "arrow-select",
- "arrow-string",
+ "arrow-arith 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-cast 55.2.0",
+ "arrow-csv 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-ipc 55.2.0",
+ "arrow-json 55.2.0",
+ "arrow-ord 55.2.0",
+ "arrow-row 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
+ "arrow-string 55.2.0",
+]
+
+[[package]]
+name = "arrow"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e833808ff2d94ed40d9379848a950d995043c7fb3e81a30b383f4c6033821cc"
+dependencies = [
+ "arrow-arith 56.2.0",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-csv 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-ipc 56.2.0",
+ "arrow-json 56.2.0",
+ "arrow-ord 56.2.0",
+ "arrow-row 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
+ "arrow-string 56.2.0",
 ]
 
 [[package]]
@@ -274,10 +295,24 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "chrono",
+ "num",
+]
+
+[[package]]
+name = "arrow-arith"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "chrono",
  "num",
 ]
@@ -289,9 +324,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
 dependencies = [
  "ahash 0.8.12",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
  "chrono",
  "chrono-tz",
  "half",
@@ -299,6 +334,23 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-array"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
+dependencies = [
+ "ahash 0.8.12",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "chrono",
+ "chrono-tz",
+ "half",
+ "hashbrown 0.16.0",
+ "num",
+]
+
 [[package]]
 name = "arrow-buffer"
 version = "55.2.0"
@@ -310,17 +362,49 @@ dependencies = [
  "num",
 ]
 
+[[package]]
+name = "arrow-buffer"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
+dependencies = [
+ "bytes",
+ "half",
+ "num",
+]
+
 [[package]]
 name = "arrow-cast"
 version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e4f12eccc3e1c05a766cafb31f6a60a46c2f8efec9b74c6e0648766d30686af8"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
+ "atoi",
+ "base64 0.22.1",
+ "chrono",
+ "comfy-table",
+ "half",
+ "lexical-core",
+ "num",
+ "ryu",
+]
+
+[[package]]
+name = "arrow-cast"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "919418a0681298d3a77d1a315f625916cb5678ad0d74b9c60108eb15fd083023"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
  "atoi",
  "base64 0.22.1",
  "chrono",
@@ -337,9 +421,24 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "012c9fef3f4a11573b2c74aec53712ff9fdae4a95f4ce452d1bbf088ee00f06b"
 dependencies = [
- "arrow-array",
- "arrow-cast",
- "arrow-schema",
+ "arrow-array 55.2.0",
+ "arrow-cast 55.2.0",
+ "arrow-schema 55.2.0",
+ "chrono",
+ "csv",
+ "csv-core",
+ "regex",
+]
+
+[[package]]
+name = "arrow-csv"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa9bf02705b5cf762b6f764c65f04ae9082c7cfc4e96e0c33548ee3f67012eb"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-schema 56.2.0",
  "chrono",
  "csv",
  "csv-core",
@@ -352,8 +451,20 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
 dependencies = [
- "arrow-buffer",
- "arrow-schema",
+ "arrow-buffer 55.2.0",
+ "arrow-schema 55.2.0",
+ "half",
+ "num",
+]
+
+[[package]]
+name = "arrow-data"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
+dependencies = [
+ "arrow-buffer 56.2.0",
+ "arrow-schema 56.2.0",
  "half",
  "num",
 ]
@@ -364,26 +475,62 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
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+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
  "flatbuffers",
  "lz4_flex",
  "zstd",
 ]
 
+[[package]]
+name = "arrow-ipc"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
+ "flatbuffers",
+]
+
 [[package]]
 name = "arrow-json"
 version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5709d974c4ea5be96d900c01576c7c0b99705f4a3eec343648cb1ca863988a9c"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-cast 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "chrono",
+ "half",
+ "indexmap 2.11.0",
+ "lexical-core",
+ "memchr",
+ "num",
+ "serde",
+ "serde_json",
+ "simdutf8",
+]
+
+[[package]]
+name = "arrow-json"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "88cf36502b64a127dc659e3b305f1d993a544eab0d48cce704424e62074dc04b"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "chrono",
  "half",
  "indexmap 2.11.0",
@@ -401,11 +548,24 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
+]
+
+[[package]]
+name = "arrow-ord"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
 ]
 
 [[package]]
@@ -414,10 +574,23 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "half",
+]
+
+[[package]]
+name = "arrow-row"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "half",
 ]
 
@@ -427,11 +600,20 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
 dependencies = [
- "bitflags 2.9.4",
  "serde",
  "serde_json",
 ]
 
+[[package]]
+name = "arrow-schema"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
+dependencies = [
+ "bitflags 2.9.4",
+ "serde",
+]
+
 [[package]]
 name = "arrow-select"
 version = "55.2.0"
@@ -439,10 +621,24 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
 dependencies = [
  "ahash 0.8.12",
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "num",
+]
+
+[[package]]
+name = "arrow-select"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
+dependencies = [
+ "ahash 0.8.12",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
  "num",
 ]
 
@@ -452,11 +648,28 @@ version = "55.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
 dependencies = [
- "arrow-array",
- "arrow-buffer",
- "arrow-data",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
+ "memchr",
+ "num",
+ "regex",
+ "regex-syntax",
+]
+
+[[package]]
+name = "arrow-string"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
+dependencies = [
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
  "memchr",
  "num",
  "regex",
@@ -594,9 +807,9 @@ dependencies = [
 
 [[package]]
 name = "aws-credential-types"
-version = "1.2.6"
+version = "1.2.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d025db5d9f52cbc413b167136afb3d8aeea708c0d8884783cf6253be5e22f6f2"
+checksum = "faf26925f4a5b59eb76722b63c2892b1d70d06fa053c72e4a100ec308c1d47bc"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
@@ -629,9 +842,9 @@ dependencies = [
 
 [[package]]
 name = "aws-runtime"
-version = "1.5.10"
+version = "1.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c034a1bc1d70e16e7f4e4caf7e9f7693e4c9c24cd91cf17c2a0b21abaebc7c8b"
+checksum = "bfa006bb32360ed90ac51203feafb9d02e3d21046e1fd3a450a404b90ea73e5d"
 dependencies = [
  "aws-credential-types",
  "aws-sigv4",
@@ -651,6 +864,28 @@ dependencies = [
  "uuid",
 ]
 
+[[package]]
+name = "aws-sdk-dynamodb"
+version = "1.95.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "699bab2e1f9da570071889b674a43df1184b6ec42bf4770ef8758a8f3e02f38f"
+dependencies = [
+ "aws-credential-types",
+ "aws-runtime",
+ "aws-smithy-async",
+ "aws-smithy-http",
+ "aws-smithy-json",
+ "aws-smithy-runtime",
+ "aws-smithy-runtime-api",
+ "aws-smithy-types",
+ "aws-types",
+ "bytes",
+ "fastrand",
+ "http 0.2.12",
+ "regex-lite",
+ "tracing",
+]
+
 [[package]]
 name = "aws-sdk-glue"
 version = "1.119.0"
@@ -719,9 +954,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sdk-sts"
-version = "1.85.0"
+version = "1.88.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "410309ad0df4606bc721aff0d89c3407682845453247213a0ccc5ff8801ee107"
+checksum = "d30990923f4f675523c51eb1c0dec9b752fb267b36a61e83cbc219c9d86da715"
 dependencies = [
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  "aws-runtime",
@@ -742,9 +977,9 @@ dependencies = [
 
 [[package]]
 name = "aws-sigv4"
-version = "1.3.4"
+version = "1.3.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "084c34162187d39e3740cb635acd73c4e3a551a36146ad6fe8883c929c9f876c"
+checksum = "bffc03068fbb9c8dd5ce1c6fb240678a5cffb86fb2b7b1985c999c4b83c8df68"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-http",
@@ -764,9 +999,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-async"
-version = "1.2.5"
+version = "1.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e190749ea56f8c42bf15dd76c65e14f8f765233e6df9b0506d9d934ebef867c"
+checksum = "127fcfad33b7dfc531141fda7e1c402ac65f88aca5511a4d31e2e3d2cd01ce9c"
 dependencies = [
  "futures-util",
  "pin-project-lite",
@@ -775,9 +1010,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-http"
-version = "0.62.3"
+version = "0.62.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c4dacf2d38996cf729f55e7a762b30918229917eca115de45dfa8dfb97796c9"
+checksum = "3feafd437c763db26aa04e0cc7591185d0961e64c61885bece0fb9d50ceac671"
 dependencies = [
  "aws-smithy-runtime-api",
  "aws-smithy-types",
@@ -795,9 +1030,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-http-client"
-version = "1.1.1"
+version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "147e8eea63a40315d704b97bf9bc9b8c1402ae94f89d5ad6f7550d963309da1b"
+checksum = "1053b5e587e6fa40ce5a79ea27957b04ba660baa02b28b7436f64850152234f1"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-runtime-api",
@@ -825,27 +1060,27 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-json"
-version = "0.61.5"
+version = "0.61.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eaa31b350998e703e9826b2104dd6f63be0508666e1aba88137af060e8944047"
+checksum = "cff418fc8ec5cadf8173b10125f05c2e7e1d46771406187b2c878557d4503390"
 dependencies = [
  "aws-smithy-types",
 ]
 
 [[package]]
 name = "aws-smithy-observability"
-version = "0.1.3"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9364d5989ac4dd918e5cc4c4bdcc61c9be17dcd2586ea7f69e348fc7c6cab393"
+checksum = "2d1881b1ea6d313f9890710d65c158bdab6fb08c91ea825f74c1c8c357baf4cc"
 dependencies = [
  "aws-smithy-runtime-api",
 ]
 
 [[package]]
 name = "aws-smithy-query"
-version = "0.60.7"
+version = "0.60.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2fbd61ceb3fe8a1cb7352e42689cec5335833cd9f94103a61e98f9bb61c64bb"
+checksum = "d28a63441360c477465f80c7abac3b9c4d075ca638f982e605b7dc2a2c7156c9"
 dependencies = [
  "aws-smithy-types",
  "urlencoding",
@@ -853,9 +1088,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime"
-version = "1.9.1"
+version = "1.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d3946acbe1ead1301ba6862e712c7903ca9bb230bdf1fbd1b5ac54158ef2ab1f"
+checksum = "40ab99739082da5347660c556689256438defae3bcefd66c52b095905730e404"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-http",
@@ -877,9 +1112,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-runtime-api"
-version = "1.9.0"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07f5e0fc8a6b3f2303f331b94504bbf754d85488f402d6f1dd7a6080f99afe56"
+checksum = "3683c5b152d2ad753607179ed71988e8cfd52964443b4f74fd8e552d0bbfeb46"
 dependencies = [
  "aws-smithy-async",
  "aws-smithy-types",
@@ -894,9 +1129,9 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-types"
-version = "1.3.2"
+version = "1.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d498595448e43de7f4296b7b7a18a8a02c61ec9349128c80a368f7c3b4ab11a8"
+checksum = "9f5b3a7486f6690ba25952cabf1e7d75e34d69eaff5081904a47bc79074d6457"
 dependencies = [
  "base64-simd",
  "bytes",
@@ -920,18 +1155,18 @@ dependencies = [
 
 [[package]]
 name = "aws-smithy-xml"
-version = "0.60.10"
+version = "0.60.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3db87b96cb1b16c024980f133968d52882ca0daaee3a086c6decc500f6c99728"
+checksum = "e9c34127e8c624bc2999f3b657e749c1393bedc9cd97b92a804db8ced4d2e163"
 dependencies = [
  "xmlparser",
 ]
 
 [[package]]
 name = "aws-types"
-version = "1.3.8"
+version = "1.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b069d19bf01e46298eaedd7c6f283fe565a59263e53eebec945f3e6398f42390"
+checksum = "e2fd329bf0e901ff3f60425691410c69094dc2a1f34b331f37bfc4e9ac1565a1"
 dependencies = [
  "aws-credential-types",
  "aws-smithy-async",
@@ -1585,12 +1820,14 @@ checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
 [[package]]
 name = "comfy-table"
-version = "7.1.4"
+version = "7.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a65ebfec4fb190b6f90e944a817d60499ee0744e582530e2c9900a22e591d9a"
+checksum = "e0d05af1e006a2407bedef5af410552494ce5be9090444dbbcb57258c1af3d56"
 dependencies = [
- "crossterm",
- "unicode-segmentation",
+ "crossterm 0.27.0",
+ "crossterm 0.28.1",
+ "strum 0.26.3",
+ "strum_macros 0.26.4",
  "unicode-width",
 ]
 
@@ -1868,6 +2105,19 @@ version = "0.8.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
+[[package]]
+name = "crossterm"
+version = "0.27.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f476fe445d41c9e991fd07515a6f463074b782242ccf4a5b7b1d1012e70824df"
+dependencies = [
+ "bitflags 2.9.4",
+ "crossterm_winapi",
+ "libc",
+ "parking_lot",
+ "winapi",
+]
+
 [[package]]
 name = "crossterm"
 version = "0.28.1"
@@ -1875,10 +2125,8 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "829d955a0bb380ef178a640b91779e3987da38c9aea133b20614cfed8cdea9c6"
 dependencies = [
  "bitflags 2.9.4",
- "crossterm_winapi",
  "parking_lot",
  "rustix 0.38.44",
- "winapi",
 ]
 
 [[package]]
@@ -2023,9 +2271,9 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69dfeda1633bf8ec75b068d9f6c27cdc392ffcf5ff83128d5dbab65b73c1fd02"
 dependencies = [
- "arrow",
- "arrow-ipc",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-ipc 55.2.0",
+ "arrow-schema 55.2.0",
  "async-trait",
  "bytes",
  "bzip2 0.6.0",
@@ -2061,7 +2309,7 @@ dependencies = [
  "log",
  "object_store",
  "parking_lot",
- "parquet",
+ "parquet 55.2.0",
  "rand 0.9.2",
  "regex",
  "sqlparser 0.55.0",
@@ -2079,7 +2327,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2848fd1e85e2953116dab9cc2eb109214b0888d7bbd2230e30c07f1794f642c0"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "dashmap",
  "datafusion-common",
@@ -2105,7 +2353,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "051a1634628c2d1296d4e326823e7536640d87a118966cdaff069b68821ad53b"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "datafusion-catalog",
  "datafusion-common",
@@ -2128,7 +2376,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5966ac4973bf66cf5c189046b1b29de90db9ba059ce7193137dd089e277495de"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "aws-config",
  "aws-credential-types",
@@ -2141,7 +2389,7 @@ dependencies = [
  "mimalloc",
  "object_store",
  "parking_lot",
- "parquet",
+ "parquet 55.2.0",
  "regex",
  "rustyline",
  "tokio",
@@ -2156,8 +2404,8 @@ checksum = "765e4ad4ef7a4500e389a3f1e738791b71ff4c29fd00912c2f541d62b25da096"
 dependencies = [
  "ahash 0.8.12",
  "apache-avro 0.17.0",
- "arrow",
- "arrow-ipc",
+ "arrow 55.2.0",
+ "arrow-ipc 55.2.0",
  "base64 0.22.1",
  "chrono",
  "half",
@@ -2167,7 +2415,7 @@ dependencies = [
  "libc",
  "log",
  "object_store",
- "parquet",
+ "parquet 55.2.0",
  "paste",
  "recursive",
  "sqlparser 0.55.0",
@@ -2192,7 +2440,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "90cd841a77f378bc1a5c4a1c37345e1885a9203b008203f9f4b3a769729bf330"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-compression",
  "async-trait",
  "bytes",
@@ -2212,7 +2460,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "object_store",
- "parquet",
+ "parquet 55.2.0",
  "rand 0.9.2",
  "tempfile",
  "tokio",
@@ -2229,7 +2477,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3cba1696aa919da9517d29164d45f5902d6cc281f718e8d3bfe98bd52cd1142c"
 dependencies = [
  "apache-avro 0.17.0",
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "bytes",
  "chrono",
@@ -2253,7 +2501,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "77f4a2c64939c6f0dd15b246723a699fa30d59d0133eb36a86e8ff8c6e2a8dc6"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "bytes",
  "datafusion-catalog",
@@ -2278,7 +2526,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "11387aaf931b2993ad9273c63ddca33f05aef7d02df9b70fb757429b4b71cdae"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "bytes",
  "datafusion-catalog",
@@ -2303,7 +2551,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "028f430c5185120bf806347848b8d8acd9823f4038875b3820eeefa35f2bb4a2"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "bytes",
  "datafusion-catalog",
@@ -2325,7 +2573,7 @@ dependencies = [
  "log",
  "object_store",
  "parking_lot",
- "parquet",
+ "parquet 55.2.0",
  "rand 0.9.2",
  "tokio",
 ]
@@ -2342,7 +2590,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "042ea192757d1b2d7dcf71643e7ff33f6542c7704f00228d8b85b40003fd8e0f"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -2361,7 +2609,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "025222545d6d7fab71e2ae2b356526a1df67a2872222cbae7535e557a42abd2e"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "chrono",
  "datafusion-common",
@@ -2383,7 +2631,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9d5c267104849d5fa6d81cf5ba88f35ecd58727729c5eb84066c25227b644ae2"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "indexmap 2.11.0",
  "itertools 0.14.0",
@@ -2396,8 +2644,8 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c620d105aa208fcee45c588765483314eb415f5571cfd6c1bae3a59c5b4d15bb"
 dependencies = [
- "arrow",
- "arrow-buffer",
+ "arrow 55.2.0",
+ "arrow-buffer 55.2.0",
  "base64 0.22.1",
  "blake2",
  "blake3",
@@ -2426,7 +2674,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "35f61d5198a35ed368bf3aacac74f0d0fa33de7a7cb0c57e9f68ab1346d2f952"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
@@ -2447,7 +2695,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13efdb17362be39b5024f6da0d977ffe49c0212929ec36eec550e07e2bc7812f"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-expr-common",
  "datafusion-physical-expr-common",
@@ -2459,8 +2707,8 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9187678af567d7c9e004b72a0b6dc5b0a00ebf4901cb3511ed2db4effe092e66"
 dependencies = [
- "arrow",
- "arrow-ord",
+ "arrow 55.2.0",
+ "arrow-ord 55.2.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-execution",
@@ -2481,7 +2729,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ecf156589cc21ef59fe39c7a9a841b4a97394549643bbfa88cc44e8588cf8fe5"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "datafusion-catalog",
  "datafusion-common",
@@ -2497,7 +2745,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "edcb25e3e369f1366ec9a261456e45b5aad6ea1c0c8b4ce546587207c501ed9e"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-expr",
@@ -2536,7 +2784,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c9fa98671458254928af854e5f6c915e66b860a8bde505baea0ff2892deab74d"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
@@ -2557,7 +2805,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3515d51531cca5f7b5a6f3ea22742b71bb36fc378b465df124ff9a2fa349b002"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-expr",
  "datafusion-expr-common",
@@ -2579,7 +2827,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24485475d9c618a1d33b2a3dad003d946dc7a7bbf0354d125301abc0a5a79e3e"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-expr-common",
  "hashbrown 0.14.5",
@@ -2592,7 +2840,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9da411a0a64702f941a12af2b979434d14ec5d36c6f49296966b2c7639cbb3a"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "datafusion-common",
  "datafusion-execution",
  "datafusion-expr",
@@ -2613,9 +2861,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a6d168282bb7b54880bb3159f89b51c047db4287f5014d60c3ef4c6e1468212b"
 dependencies = [
  "ahash 0.8.12",
- "arrow",
- "arrow-ord",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-ord 55.2.0",
+ "arrow-schema 55.2.0",
  "async-trait",
  "chrono",
  "datafusion-common",
@@ -2642,8 +2890,8 @@ version = "49.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "391a457b9d23744c53eeb89edd1027424cba100581488d89800ed841182df905"
 dependencies = [
- "arrow",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-schema 55.2.0",
  "datafusion-common",
  "datafusion-datasource",
  "datafusion-expr-common",
@@ -2660,7 +2908,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "053201c2bb729c7938f85879034df2b5a52cfaba16f1b3b66ab8505c81b2aad3"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "async-trait",
  "dashmap",
  "datafusion-common",
@@ -2684,7 +2932,7 @@ version = "49.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9082779be8ce4882189b229c0cff4393bd0808282a7194130c9f32159f185e25"
 dependencies = [
- "arrow",
+ "arrow 55.2.0",
  "bigdecimal",
  "datafusion-common",
  "datafusion-expr",
@@ -2706,11 +2954,11 @@ dependencies = [
 
 [[package]]
 name = "delta_kernel"
-version = "0.15.2"
+version = "0.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a889d7dae18cc716c0ea061e8d199e9c60b8b8fd9c15a52be6aee0eff1e7c6fe"
+checksum = "cb6b80fa39021744edf13509bbdd7caef94c1bf101e384990210332dbddddf44"
 dependencies = [
- "arrow",
+ "arrow 56.2.0",
  "bytes",
  "chrono",
  "comfy-table",
@@ -2719,7 +2967,7 @@ dependencies = [
  "indexmap 2.11.0",
  "itertools 0.14.0",
  "object_store",
- "parquet",
+ "parquet 56.2.0",
  "reqwest",
  "roaring",
  "rustc_version",
@@ -2736,9 +2984,9 @@ dependencies = [
 
 [[package]]
 name = "delta_kernel_derive"
-version = "0.15.2"
+version = "0.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52d6f7437b6725b3fb184ce0cbe89c9d1fad8782235bf5ea1e8a13fc69bc5cca"
+checksum = "ae1d02d9f5d886ae8bb7fc3f7a3cb8f1b75cd0f5c95f9b5f45bba308f1a0aa58"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2747,31 +2995,59 @@ dependencies = [
 
 [[package]]
 name = "deltalake"
-version = "0.28.1"
+version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19aee5cc7555b3ea96c7fa552ce21c05332db55235e7f4a8a9d1400157c61030"
+checksum = "e5ae322ff91049738d9e6509f6ccb7e773d0cf06e672458c88a975f99b7078fe"
 dependencies = [
  "delta_kernel",
+ "deltalake-aws",
  "deltalake-core",
+ "deltalake-gcp",
 ]
 
 [[package]]
-name = "deltalake-core"
-version = "0.28.1"
+name = "deltalake-aws"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "589ff38c0c6ce383bd83f0a618d76940d53404593210093ee5e2a9b1cff9d579"
-dependencies = [
- "arrow",
- "arrow-arith",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-ipc",
- "arrow-json",
- "arrow-ord",
- "arrow-row",
- "arrow-schema",
- "arrow-select",
+checksum = "8bb6fa32f92bd7393a67f45a27b61c1a6eb90c184e22771f87ee2186d33fc101"
+dependencies = [
+ "async-trait",
+ "aws-config",
+ "aws-credential-types",
+ "aws-sdk-dynamodb",
+ "aws-sdk-sts",
+ "aws-smithy-runtime-api",
+ "backon",
+ "bytes",
+ "chrono",
+ "deltalake-core",
+ "futures",
+ "object_store",
+ "regex",
+ "thiserror 2.0.16",
+ "tokio",
+ "tracing",
+ "url",
+ "uuid",
+]
+
+[[package]]
+name = "deltalake-core"
+version = "0.29.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "59ab08e274529d6f80cb3a638ed13632012bd8fda07dcdbe022bed7e6fe9312a"
+dependencies = [
+ "arrow 56.2.0",
+ "arrow-arith 56.2.0",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-ipc 56.2.0",
+ "arrow-json 56.2.0",
+ "arrow-ord 56.2.0",
+ "arrow-row 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
  "async-trait",
  "bytes",
  "cfg-if",
@@ -2785,18 +3061,18 @@ dependencies = [
  "humantime",
  "indexmap 2.11.0",
  "itertools 0.14.0",
- "maplit",
  "num_cpus",
  "object_store",
  "parking_lot",
- "parquet",
+ "parquet 56.2.0",
  "percent-encoding",
  "percent-encoding-rfc3986",
+ "pin-project-lite",
  "rand 0.8.5",
  "regex",
  "serde",
  "serde_json",
- "sqlparser 0.56.0",
+ "sqlparser 0.59.0",
  "strum 0.27.2",
  "thiserror 2.0.16",
  "tokio",
@@ -2808,9 +3084,9 @@ dependencies = [
 
 [[package]]
 name = "deltalake-derive"
-version = "0.28.0"
+version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "751cfe39c31f065104f3c2238d0e423849a4e4f2e2b8adf923d8276a59da7f3a"
+checksum = "1a785b4702c2d1b6ff286075f375fb2fd52dfbb2fadf17b9233f4d5eea35c6ec"
 dependencies = [
  "convert_case",
  "itertools 0.14.0",
@@ -2819,6 +3095,23 @@ dependencies = [
  "syn 2.0.106",
 ]
 
+[[package]]
+name = "deltalake-gcp"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8df2708856cfa92e8309141fda1ee8d41e174b0868f26e557d0b2ea8d30fb92e"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "deltalake-core",
+ "futures",
+ "object_store",
+ "thiserror 2.0.16",
+ "tokio",
+ "tracing",
+ "url",
+]
+
 [[package]]
 name = "der"
 version = "0.7.10"
@@ -3557,6 +3850,12 @@ dependencies = [
  "foldhash",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+
 [[package]]
 name = "hashlink"
 version = "0.10.0"
@@ -3866,14 +4165,14 @@ dependencies = [
  "anyhow",
  "apache-avro 0.20.0",
  "array-init",
- "arrow-arith",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-ord",
- "arrow-schema",
- "arrow-select",
- "arrow-string",
+ "arrow-arith 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-cast 55.2.0",
+ "arrow-ord 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
+ "arrow-string 55.2.0",
  "as-any",
  "async-trait",
  "backon",
@@ -3892,7 +4191,7 @@ dependencies = [
  "once_cell",
  "opendal",
  "ordered-float 4.6.0",
- "parquet",
+ "parquet 55.2.0",
  "rand 0.8.5",
  "reqsign",
  "reqwest",
@@ -4547,12 +4846,6 @@ dependencies = [
  "pkg-config",
 ]
 
-[[package]]
-name = "maplit"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d"
-
 [[package]]
 name = "matchers"
 version = "0.2.0"
@@ -4695,9 +4988,9 @@ version = "0.0.1"
 dependencies = [
  "ahash 0.8.12",
  "anyhow",
- "arrow",
- "arrow-array",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-schema 55.2.0",
  "async-stream",
  "async-trait",
  "backon",
@@ -4733,7 +5026,7 @@ dependencies = [
  "opentelemetry",
  "opentelemetry-otlp",
  "opentelemetry_sdk",
- "parquet",
+ "parquet 55.2.0",
  "pico-args",
  "pprof",
  "prost 0.14.1",
@@ -4761,9 +5054,9 @@ name = "moonlink_backend"
 version = "0.0.1"
 dependencies = [
  "apache-avro 0.20.0",
- "arrow",
- "arrow-array",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-schema 55.2.0",
  "futures",
  "iceberg",
  "moonlink",
@@ -4774,7 +5067,7 @@ dependencies = [
  "more-asserts",
  "native-tls",
  "nix 0.30.1",
- "parquet",
+ "parquet 55.2.0",
  "postgres-native-tls",
  "rand 0.9.2",
  "roaring",
@@ -4796,9 +5089,9 @@ version = "0.0.1"
 dependencies = [
  "anyhow",
  "apache-avro 0.20.0",
- "arrow",
- "arrow-array",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-schema 55.2.0",
  "async-stream",
  "async-trait",
  "bigdecimal",
@@ -4814,7 +5107,7 @@ dependencies = [
  "more-asserts",
  "native-tls",
  "num-traits",
- "parquet",
+ "parquet 55.2.0",
  "pg_escape",
  "pin-project-lite",
  "postgres-native-tls",
@@ -4835,8 +5128,8 @@ dependencies = [
 name = "moonlink_datafusion"
 version = "0.0.1"
 dependencies = [
- "arrow",
- "arrow-ipc",
+ "arrow 55.2.0",
+ "arrow-ipc 55.2.0",
  "async-trait",
  "bincode",
  "clap",
@@ -4846,7 +5139,7 @@ dependencies = [
  "moonlink_rpc",
  "moonlink_table_metadata",
  "object_store",
- "parquet",
+ "parquet 55.2.0",
  "roaring",
  "tempfile",
  "thiserror 2.0.16",
@@ -4915,11 +5208,11 @@ version = "0.0.1"
 dependencies = [
  "anyhow",
  "apache-avro 0.20.0",
- "arrow",
- "arrow-array",
- "arrow-buffer",
- "arrow-ipc",
- "arrow-schema",
+ "arrow 55.2.0",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-ipc 55.2.0",
+ "arrow-schema 55.2.0",
  "async-recursion",
  "axum 0.8.4",
  "bytes",
@@ -4940,7 +5233,7 @@ dependencies = [
  "opentelemetry-proto",
  "opentelemetry-stdout",
  "opentelemetry_sdk",
- "parquet",
+ "parquet 55.2.0",
  "prost 0.14.1",
  "reqwest",
  "serde",
@@ -5506,13 +5799,13 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b17da4150748086bd43352bc77372efa9b6e3dbd06a04831d2a98c041c225cfa"
 dependencies = [
  "ahash 0.8.12",
- "arrow-array",
- "arrow-buffer",
- "arrow-cast",
- "arrow-data",
- "arrow-ipc",
- "arrow-schema",
- "arrow-select",
+ "arrow-array 55.2.0",
+ "arrow-buffer 55.2.0",
+ "arrow-cast 55.2.0",
+ "arrow-data 55.2.0",
+ "arrow-ipc 55.2.0",
+ "arrow-schema 55.2.0",
+ "arrow-select 55.2.0",
  "base64 0.22.1",
  "brotli",
  "bytes",
@@ -5536,6 +5829,42 @@ dependencies = [
  "zstd",
 ]
 
+[[package]]
+name = "parquet"
+version = "56.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0dbd48ad52d7dccf8ea1b90a3ddbfaea4f69878dd7683e51c507d4bc52b5b27"
+dependencies = [
+ "ahash 0.8.12",
+ "arrow-array 56.2.0",
+ "arrow-buffer 56.2.0",
+ "arrow-cast 56.2.0",
+ "arrow-data 56.2.0",
+ "arrow-ipc 56.2.0",
+ "arrow-schema 56.2.0",
+ "arrow-select 56.2.0",
+ "base64 0.22.1",
+ "brotli",
+ "bytes",
+ "chrono",
+ "flate2",
+ "futures",
+ "half",
+ "hashbrown 0.16.0",
+ "lz4_flex",
+ "num",
+ "num-bigint",
+ "object_store",
+ "paste",
+ "seq-macro",
+ "simdutf8",
+ "snap",
+ "thrift",
+ "tokio",
+ "twox-hash",
+ "zstd",
+]
+
 [[package]]
 name = "paste"
 version = "1.0.15"
@@ -7375,9 +7704,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.56.0"
+version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e68feb51ffa54fc841e086f58da543facfe3d7ae2a60d69b0a8cbbd30d16ae8d"
+checksum = "4591acadbcf52f0af60eafbb2c003232b2b4cd8de5f0e9437cb8b1b59046cc0f"
 dependencies = [
  "log",
  "recursive",
diff --git a/Cargo.toml b/Cargo.toml
index 975a36065..06c110f2c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -40,7 +40,7 @@ const_format = "0.2"
 crc32fast = "1"
 datafusion = "49"
 datafusion-cli = "49"
-deltalake = "0.28"
+deltalake = { version = "0.29", features = ["deltalake-aws", "deltalake-gcp"] }
 fastbloom = "0.12"
 futures = { version = "0.3", default-features = false }
 hashbrown = "0.15"
diff --git a/src/moonlink/src/storage/mooncake_table/table_creation_test_utils.rs b/src/moonlink/src/storage/mooncake_table/table_creation_test_utils.rs
index 8c9f93cf0..ed4ba2472 100644
--- a/src/moonlink/src/storage/mooncake_table/table_creation_test_utils.rs
+++ b/src/moonlink/src/storage/mooncake_table/table_creation_test_utils.rs
@@ -168,6 +168,41 @@ pub(crate) fn create_iceberg_table_config(warehouse_uri: String) -> IcebergTable
     }
 }
 
+/// Test util function to create delta table config.
+pub(crate) fn create_delta_table_config(warehouse_uri: String) -> DeltalakeTableConfig {
+    let accessor_config = if warehouse_uri.starts_with("s3://") {
+        #[cfg(feature = "storage-s3")]
+        {
+            s3_test_utils::create_s3_storage_config(&warehouse_uri)
+        }
+        #[cfg(not(feature = "storage-s3"))]
+        {
+            panic!("S3 support not enabled. Enable `storage-s3` feature.");
+        }
+    } else if warehouse_uri.starts_with("gs://") {
+        #[cfg(feature = "storage-gcs")]
+        {
+            gcs_test_utils::create_gcs_storage_config(&warehouse_uri)
+        }
+        #[cfg(not(feature = "storage-gcs"))]
+        {
+            panic!("GCS support not enabled. Enable `storage-gcs` feature.");
+        }
+    } else {
+        let storage_config = StorageConfig::FileSystem {
+            root_directory: warehouse_uri.clone(),
+            atomic_write_dir: None,
+        };
+        AccessorConfig::new_with_storage_config(storage_config)
+    };
+
+    DeltalakeTableConfig {
+        table_name: DELTA_TEST_TABLE.to_string(),
+        location: warehouse_uri,
+        data_accessor_config: accessor_config,
+    }
+}
+
 /// Test util function to create arrow schema.
 pub(crate) fn create_test_arrow_schema() -> Arc<ArrowSchema> {
     Arc::new(ArrowSchema::new(vec![
diff --git a/src/moonlink/src/storage/table/deltalake/test.rs b/src/moonlink/src/storage/table/deltalake/test.rs
index 6f0ebd37d..5a0fd0450 100644
--- a/src/moonlink/src/storage/table/deltalake/test.rs
+++ b/src/moonlink/src/storage/table/deltalake/test.rs
@@ -2,8 +2,17 @@ use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 use tempfile::TempDir;
 
+#[cfg(feature = "storage-gcs")]
+use crate::storage::filesystem::gcs::gcs_test_utils;
+#[cfg(feature = "storage-gcs")]
+use crate::storage::filesystem::gcs::test_guard::TestGuard as GcsTestGuard;
+#[cfg(feature = "storage-s3")]
+use crate::storage::filesystem::s3::s3_test_utils;
+#[cfg(feature = "storage-s3")]
+use crate::storage::filesystem::s3::test_guard::TestGuard as S3TestGuard;
+use crate::storage::filesystem::accessor::factory::create_filesystem_accessor;
 use crate::storage::mooncake_table::table_creation_test_utils::{
-    create_test_table_metadata, get_delta_table_config,
+    create_delta_table_config, create_test_table_metadata, get_delta_table_config
 };
 use crate::storage::mooncake_table::table_operation_test_utils::create_local_parquet_file;
 use crate::storage::mooncake_table::{
@@ -12,17 +21,16 @@ use crate::storage::mooncake_table::{
 };
 use crate::storage::table::common::table_manager::TableManager;
 use crate::storage::table::common::table_manager::{PersistenceFileParams, PersistenceResult};
+use crate::storage::table::deltalake::deltalake_table_config::DeltalakeTableConfig;
 use crate::storage::table::deltalake::deltalake_table_manager::DeltalakeTableManager;
 use crate::{create_data_file, FileSystemAccessor, ObjectStorageCache};
 
-#[tokio::test]
-async fn test_basic_store_and_load() {
+async fn test_basic_store_and_load_impl(delta_table_config: DeltalakeTableConfig) {
     let temp_dir = TempDir::new().unwrap();
-    let table_path = temp_dir.path().to_str().unwrap().to_string();
+    let table_path = delta_table_config.location.clone();
     let mooncake_table_metadata = create_test_table_metadata(table_path.clone());
-    let filesystem_accessor = FileSystemAccessor::default_for_test(&temp_dir);
-    let delta_table_config = get_delta_table_config(&temp_dir);
-
+    let filesystem_accessor =
+        create_filesystem_accessor(delta_table_config.data_accessor_config.clone());
     let mut delta_table_manager = DeltalakeTableManager::new(
         mooncake_table_metadata.clone(),
         Arc::new(ObjectStorageCache::default_for_test(&temp_dir)), // Use independent object storage cache.
@@ -145,3 +153,33 @@ async fn test_basic_store_and_load() {
     let dir_exists = tokio::fs::try_exists(table_path).await.unwrap();
     assert!(!dir_exists);
 }
+
+#[tokio::test]
+async fn test_basic_store_and_load() {
+    let temp_dir = TempDir::new().unwrap();
+    let delta_table_config = get_delta_table_config(&temp_dir);
+
+    test_basic_store_and_load_impl(delta_table_config).await;
+}
+
+#[tokio::test(flavor = "multi_thread", worker_threads = 2)]
+#[cfg(feature = "storage-s3")]
+async fn test_basic_store_and_load_with_s3() {
+    let (bucket, warehouse_uri) = s3_test_utils::get_test_s3_bucket_and_warehouse();
+    let _test_guard = S3TestGuard::new(bucket.clone()).await;
+    let delta_table_config = create_delta_table_config(warehouse_uri);
+
+    test_basic_store_and_load_impl(delta_table_config).await;
+}
+
+#[tokio::test(flavor = "multi_thread", worker_threads = 2)]
+#[cfg(feature = "storage-gcs")]
+async fn test_basic_store_and_load_with_gcs() {
+    let (bucket, warehouse_uri) = gcs_test_utils::get_test_gcs_bucket_and_warehouse();
+    let _test_guard = GcsTestGuard::new(bucket.clone()).await;
+    let delta_table_config = create_delta_table_config(warehouse_uri);
+
+    // Common testing logic.
+    test_basic_store_and_load_impl(delta_table_config.clone()).await;
+}
+
diff --git a/src/moonlink/src/storage/table/deltalake/utils.rs b/src/moonlink/src/storage/table/deltalake/utils.rs
index fab39bf23..5db291189 100644
--- a/src/moonlink/src/storage/table/deltalake/utils.rs
+++ b/src/moonlink/src/storage/table/deltalake/utils.rs
@@ -1,13 +1,84 @@
 use deltalake::kernel::engine::arrow_conversion::TryFromArrow;
+use deltalake::logstore::StorageConfig as DeltaStorageConfig;
+use deltalake::open_table_with_storage_options;
 use deltalake::{open_table, operations::create::CreateBuilder, DeltaTable};
+use deltalake::arrow::datatypes::{DataType, Field, Schema as DeltaSchema};
+use std::collections::HashMap;
 use std::sync::Arc;
+use url::Url;
 
 use crate::storage::filesystem::accessor::base_filesystem_accessor::BaseFileSystemAccess;
 use crate::storage::mooncake_table::TableMetadata as MooncakeTableMetadata;
 use crate::storage::table::deltalake::deltalake_table_config::DeltalakeTableConfig;
+use crate::storage::StorageConfig as MoonlinkStorgaeConfig;
 use crate::CacheTrait;
 use crate::Result;
 
+/// Get storage option to access deltalake table.
+fn get_storage_option(storage_config: &MoonlinkStorgaeConfig) -> HashMap<String, String> {
+    let mut storage_options = HashMap::new();
+
+    match storage_config {
+        #[cfg(feature = "storage-s3")]
+        MoonlinkStorgaeConfig::S3 {
+            access_key_id,
+            secret_access_key,
+            region,
+            bucket: _,
+            endpoint,
+        } => {
+            storage_options.insert("AWS_ACCESS_KEY_ID".into(), access_key_id.clone());
+            storage_options.insert("AWS_SECRET_ACCESS_KEY".into(), secret_access_key.clone());
+            storage_options.insert("AWS_REGION".into(), region.clone());
+
+            if let Some(endpoint) = endpoint {
+                storage_options.insert("AWS_ENDPOINT_URL".into(), endpoint.clone());
+            }
+        }
+        #[cfg(feature = "storage-gcs")]
+        MoonlinkStorgaeConfig::Gcs {
+            project,
+            region,
+            bucket: _,
+            access_key_id,
+            secret_access_key,
+            endpoint,
+            disable_auth,
+            write_option: _,
+        } => {
+            storage_options.insert("GOOGLE_SERVICE_ACCOUNT".into(), project.clone());
+            storage_options.insert("GOOGLE_REGION".into(), region.clone());
+            storage_options.insert("GOOGLE_ACCESS_KEY_ID".into(), access_key_id.clone());
+            storage_options.insert("GOOGLE_SECRET_ACCESS_KEY".into(), secret_access_key.clone());
+
+            if let Some(endpoint) = endpoint {
+                storage_options.insert("GOOGLE_ENDPOINT_URL".into(), endpoint.clone());
+            }
+            if *disable_auth {
+                storage_options.insert("GOOGLE_DISABLE_AUTH".into(), "true".into());
+            }
+        }
+        _ => {}
+    }
+
+    storage_options
+}
+
+/// Util function to convert arrow schema to delta schema.
+fn to_deltalake_arrow_schema(schema: &arrow_schema::Schema) -> DeltaSchema {
+    DeltaSchema::new(
+        schema
+            .fields()
+            .iter()
+            .map(|f| {
+                // Clone the name, datatype, and nullability.
+                // You can extend this later for metadata or dict ids if needed.
+                Field::new(f.name(), f.data_type().clone(), f.is_nullable())
+            })
+            .collect::<Vec<_>>(),
+    )
+}
+
 /// Get or create a Delta table at the given location.
 ///
 /// - If the table doesn't exist → create a new one using the Arrow schema.
@@ -20,11 +91,17 @@ pub(crate) async fn get_or_create_deltalake_table(
     _filesystem_accessor: Arc<dyn BaseFileSystemAccess>,
     config: DeltalakeTableConfig,
 ) -> Result<DeltaTable> {
-    match open_table(config.location.clone()).await {
+    let storage_options = get_storage_option(&config.data_accessor_config.storage_config);
+
+    println!("storage option = {:?}", storage_options);
+    println!("location = {:?}", config.location);
+
+    let table_uri = Url::parse(&config.location).unwrap();
+    match open_table_with_storage_options(table_uri.clone(), storage_options).await {
         Ok(existing_table) => Ok(existing_table),
         Err(_) => {
             let arrow_schema = mooncake_table_metadata.schema.as_ref();
-            let delta_schema_struct = deltalake::kernel::Schema::try_from_arrow(arrow_schema)?;
+            let delta_schema_struct = deltalake::kernel::Schema::try_from_arrow(arrow_schema).unwrap();
             let delta_schema_fields = delta_schema_struct
                 .fields
                 .iter()
@@ -32,7 +109,7 @@ pub(crate) async fn get_or_create_deltalake_table(
                 .collect::<Vec<_>>();
 
             let table = CreateBuilder::new()
-                .with_location(config.location.clone())
+                .with_location(table_uri)
                 .with_columns(delta_schema_fields)
                 .with_save_mode(deltalake::protocol::SaveMode::ErrorIfExists)
                 .await?;