diff --git a/Cargo.lock b/Cargo.lock
index 9b7a1087f8a0..8da60c6be5cd 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -389,7 +389,7 @@ dependencies = [
  "argh_shared",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -421,9 +421,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3f15b4c6b148206ff3a2b35002e08929c2462467b62b9c02036d9c34f9ef994"
+checksum = "c26b57282a08ae92f727497805122fec964c6245cfa0e13f0e75452eaf3bc41f"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -443,9 +443,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
+checksum = "cebf38ca279120ff522f4954b81a39527425b6e9f615e6b72842f4de1ffe02b8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -457,9 +457,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
+checksum = "744109142cdf8e7b02795e240e20756c2a782ac9180d4992802954a8f871c0de"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -474,9 +474,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-buffer"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169b1d5d6cb390dd92ce582b06b23815c7953e9dfaaea75556e89d890d19993d"
+checksum = "601bb103c4c374bcd1f62c66bcea67b42a2ee91a690486c37d4c180236f11ccc"
 dependencies = [
  "bytes",
  "half",
@@ -485,9 +485,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4f12eccc3e1c05a766cafb31f6a60a46c2f8efec9b74c6e0648766d30686af8"
+checksum = "eed61d9d73eda8df9e3014843def37af3050b5080a9acbe108f045a316d5a0be"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -506,9 +506,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "012c9fef3f4a11573b2c74aec53712ff9fdae4a95f4ce452d1bbf088ee00f06b"
+checksum = "fa95b96ce0c06b4d33ac958370db8c0d31e88e54f9d6e08b0353d18374d9f991"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -521,9 +521,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
+checksum = "43407f2c6ba2367f64d85d4603d6fb9c4b92ed79d2ffd21021b37efa96523e12"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -533,23 +533,25 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
+checksum = "e4b0487c4d2ad121cbc42c4db204f1509f8618e589bc77e635e9c40b502e3b90"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
+ "arrow-select",
  "flatbuffers",
  "lz4_flex",
+ "zstd",
 ]
 
 [[package]]
 name = "arrow-json"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5709d974c4ea5be96d900c01576c7c0b99705f4a3eec343648cb1ca863988a9c"
+checksum = "26d747573390905905a2dc4c5a61a96163fe2750457f90a04ee2a88680758c79"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -558,7 +560,7 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "lexical-core",
  "memchr",
  "num",
@@ -569,9 +571,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
+checksum = "c142a147dceb59d057bad82400f1693847c80dca870d008bf7b91caf902810ae"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -582,9 +584,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-pyarrow"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e55ecf16b9b61d433f6e63c72fc6afcf2597d7db96583de88ebb887d1822268"
+checksum = "5b9038de599df1b81f63b42220e2b6cd6fd4f09af333858cd320db9bef5ac757"
 dependencies = [
  "arrow-array",
  "arrow-data",
@@ -594,9 +596,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
+checksum = "dac6620667fccdab4204689ca173bd84a15de6bb6b756c3a8764d4d7d0c2fc04"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -607,18 +609,20 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
+checksum = "dfa93af9ff2bb80de539e6eb2c1c8764abd0f4b73ffb0d7c82bf1f9868785e66"
 dependencies = [
  "bitflags 2.9.1",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
+checksum = "be8b2e0052cd20d36d64f32640b68a5ab54d805d24a473baee5d52017c85536c"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -630,9 +634,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
+checksum = "c2155e26e17f053c8975c546fc70cf19c00542f9abf43c23a88a46ef7204204f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -733,7 +737,7 @@ version = "0.4.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06575e6a9673580f52661c92107baabffbf41e2141373441cbcdc47cb733003c"
 dependencies = [
- "bzip2",
+ "bzip2 0.5.2",
  "flate2",
  "futures-core",
  "memchr",
@@ -846,7 +850,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -886,7 +890,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -897,13 +901,13 @@ checksum = "8b75356056920673b02621b35afd0f7dda9306d03c79a30f5c56c44cf256e3de"
 
 [[package]]
 name = "async-trait"
-version = "0.1.88"
+version = "0.1.89"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e539d3fca749fcee5236ab05e93a52867dd549cc157c8cb7f99595f3cedffdb5"
+checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -938,7 +942,7 @@ checksum = "49c98dba06b920588de7d63f6acc23f1e6a9fade5fd6198e564506334fb5a4f5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -1327,7 +1331,7 @@ checksum = "7ecc273b49b3205b83d648f0690daa588925572cc5063745bfe547fe7ec8e1a1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -1357,6 +1361,15 @@ dependencies = [
  "bzip2-sys",
 ]
 
+[[package]]
+name = "bzip2"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bea8dcd42434048e4f7a304411d9273a411f647446c1234a65ce0554923f4cff"
+dependencies = [
+ "libbz2-rs-sys",
+]
+
 [[package]]
 name = "bzip2-sys"
 version = "0.1.13+1.0.8"
@@ -1706,7 +1719,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -1800,7 +1813,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f76990911f2267d837d9d0ad060aa63aaad170af40904b29461734c339030d4d"
 dependencies = [
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -2216,7 +2229,7 @@ dependencies = [
  "ident_case",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -2227,7 +2240,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -2261,16 +2274,16 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffe060b978f74ab446be722adb8a274e052e005bf6dfd171caadc3abaad10080"
+checksum = "481d0c1cad7606cee11233abcdff8eec46e43dd25abda007db6d5d26ae8483c4"
 dependencies = [
  "arrow",
  "arrow-ipc",
  "arrow-schema",
  "async-trait",
  "bytes",
- "bzip2",
+ "bzip2 0.6.0",
  "chrono",
  "datafusion-catalog",
  "datafusion-catalog-listing",
@@ -2288,9 +2301,9 @@ dependencies = [
  "datafusion-functions-nested",
  "datafusion-functions-table",
  "datafusion-functions-window",
- "datafusion-macros",
  "datafusion-optimizer",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
@@ -2303,7 +2316,7 @@ dependencies = [
  "object_store",
  "parking_lot",
  "parquet",
- "rand 0.8.5",
+ "rand 0.9.1",
  "regex",
  "sqlparser",
  "tempfile",
@@ -2316,9 +2329,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61fe34f401bd03724a1f96d12108144f8cd495a3cdda2bf5e091822fb80b7e66"
+checksum = "d70327e81ab3a1f5832d8b372d55fa607851d7cea6d1f8e65ff0c98fcc32d222"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2342,9 +2355,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4411b8e3bce5e0fc7521e44f201def2e2d5d1b5f176fb56e8cdc9942c890f00"
+checksum = "268819e6bb20ba70a664abddc20deac604f30d3267f8c91847064542a8c0720c"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2365,17 +2378,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0734015d81c8375eb5d4869b7f7ecccc2ee8d6cb81948ef737cd0e7b743bd69c"
+checksum = "054873d5563f115f83ef4270b560ac2ce4de713905e825a40cac49d6ff348254"
 dependencies = [
  "ahash",
  "arrow",
  "arrow-ipc",
  "base64 0.22.1",
+ "chrono",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "libc",
  "log",
  "object_store",
@@ -2389,9 +2403,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5167bb1d2ccbb87c6bc36c295274d7a0519b14afcfdaf401d53cbcaa4ef4968b"
+checksum = "b8a1d1bc69aaaadb8008b65329ed890b33e845dc063225c190f77b20328fbe1d"
 dependencies = [
  "futures",
  "log",
@@ -2400,21 +2414,22 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04e602dcdf2f50c2abf297cc2203c73531e6f48b29516af7695d338cf2a778b1"
+checksum = "d855160469020982880fd9bd0962e033d2f4728f56f85a83d8c90785638b6519"
 dependencies = [
  "arrow",
  "async-compression",
  "async-trait",
  "bytes",
- "bzip2",
+ "bzip2 0.6.0",
  "chrono",
  "datafusion-common",
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -2425,7 +2440,7 @@ dependencies = [
  "log",
  "object_store",
  "parquet",
- "rand 0.8.5",
+ "rand 0.9.1",
  "tempfile",
  "tokio",
  "tokio-util",
@@ -2436,9 +2451,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3bb2253952dc32296ed5b84077cb2e0257fea4be6373e1c376426e17ead4ef6"
+checksum = "9ec3aa7575378d23aae96b955b5233bea6f9d461648174f6ccc8f3c160f2b7a7"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2461,9 +2476,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b8c7f47a5d2fe03bfa521ec9bafdb8a5c82de8377f60967c3663f00c8790352"
+checksum = "00cfb8f33e2864eeb3188b6818acf5546d56a5a487d423cce9b684a554caabfa"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2486,9 +2501,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27d15868ea39ed2dc266728b554f6304acd473de2142281ecfa1294bb7415923"
+checksum = "ab3bfb48fb4ff42ac1485a12ea56434eaab53f7da8f00b2443b1a3d35a0b6d10"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2501,9 +2516,11 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions-aggregate",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
+ "datafusion-pruning",
  "datafusion-session",
  "futures",
  "itertools 0.14.0",
@@ -2511,23 +2528,24 @@ dependencies = [
  "object_store",
  "parking_lot",
  "parquet",
- "rand 0.8.5",
+ "rand 0.9.1",
  "tokio",
 ]
 
 [[package]]
 name = "datafusion-doc"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a91f8c2c5788ef32f48ff56c68e5b545527b744822a284373ac79bba1ba47292"
+checksum = "2fbf41013cf55c2369b5229594898e8108c8a1beeb49d97feb5e0cce9933eb8f"
 
 [[package]]
 name = "datafusion-execution"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06f004d100f49a3658c9da6fb0c3a9b760062d96cd4ad82ccc3b7b69a9fb2f84"
+checksum = "26fd0c1ffe3885687758f985ed548184bf63b17b2a7a5ae695de422ad6432118"
 dependencies = [
  "arrow",
+ "async-trait",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -2535,18 +2553,19 @@ dependencies = [
  "log",
  "object_store",
  "parking_lot",
- "rand 0.8.5",
+ "rand 0.9.1",
  "tempfile",
  "url",
 ]
 
 [[package]]
 name = "datafusion-expr"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a4e4ce3802609be38eeb607ee72f6fe86c3091460de9dbfae9e18db423b3964"
+checksum = "5c4fe6411218a9dab656437b1e69b00a470a7a2d7db087867a366c145eb164a7"
 dependencies = [
  "arrow",
+ "async-trait",
  "chrono",
  "datafusion-common",
  "datafusion-doc",
@@ -2554,7 +2573,7 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "paste",
  "recursive",
  "serde_json",
@@ -2563,22 +2582,22 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "422ac9cf3b22bbbae8cdf8ceb33039107fde1b5492693168f13bd566b1bcc839"
+checksum = "4a45bee7d2606bfb41ceb1d904ba7cecf69bd5a6f8f3e6c57c3f5a83d84bdd97"
 dependencies = [
  "arrow",
  "datafusion-common",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itertools 0.14.0",
  "paste",
 ]
 
 [[package]]
 name = "datafusion-ffi"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cf3fe9ab492c56daeb7beed526690d33622d388b8870472e0b7b7f55490338c"
+checksum = "4ff957c0553df58b70904608cc0047d4489fc566191b7fb00e9fe5a52cafa0ef"
 dependencies = [
  "abi_stable",
  "arrow",
@@ -2586,7 +2605,9 @@ dependencies = [
  "async-ffi",
  "async-trait",
  "datafusion",
+ "datafusion-functions-aggregate-common",
  "datafusion-proto",
+ "datafusion-proto-common",
  "futures",
  "log",
  "prost",
@@ -2596,9 +2617,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2ddf0a0a2db5d2918349c978d42d80926c6aa2459cd8a3c533a84ec4bb63479e"
+checksum = "9c7e1c532ff9d14f291160bca23e55ffd4899800301dd2389786c2f02d76904a"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -2616,7 +2637,7 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "md-5",
- "rand 0.8.5",
+ "rand 0.9.1",
  "regex",
  "sha2",
  "unicode-segmentation",
@@ -2625,9 +2646,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "408a05dafdc70d05a38a29005b8b15e21b0238734dab1e98483fcb58038c5aba"
+checksum = "b05d47426645aef1e73b1a034c75ab2401bc504175feb191accbe211ec24a342"
 dependencies = [
  "ahash",
  "arrow",
@@ -2646,9 +2667,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "756d21da2dd6c9bef97af1504970ff56cbf35d03fbd4ffd62827f02f4d2279d4"
+checksum = "05c99f648b2b1743de0c1c19eef07e8cc5a085237f172b2e20bf6934e0a804e4"
 dependencies = [
  "ahash",
  "arrow",
@@ -2659,9 +2680,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d8d50f6334b378930d992d801a10ac5b3e93b846b39e4a05085742572844537"
+checksum = "4227782023f4fb68d3d5c5eb190665212f43c9a0b437553e4b938b379aff6cf6"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -2671,6 +2692,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-functions",
  "datafusion-functions-aggregate",
+ "datafusion-functions-aggregate-common",
  "datafusion-macros",
  "datafusion-physical-expr-common",
  "itertools 0.14.0",
@@ -2680,9 +2702,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc9a97220736c8fff1446e936be90d57216c06f28969f9ffd3b72ac93c958c8a"
+checksum = "3d902b1769f69058236e89f04f3bff2cf62f24311adb7bf3c6c3e945c9451076"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2696,10 +2718,11 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cefc2d77646e1aadd1d6a9c40088937aedec04e68c5f0465939912e1291f8193"
+checksum = "4b8ee43974c92eb9920fe8e97e0fab48675e93b062abcb48bef4c1d4305b6ee4"
 dependencies = [
+ "arrow",
  "datafusion-common",
  "datafusion-doc",
  "datafusion-expr",
@@ -2713,9 +2736,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd4aff082c42fa6da99ce0698c85addd5252928c908eb087ca3cfa64ff16b313"
+checksum = "a1e149d36cdd44fb425dc815c5fac55025aa9a592dd65cb3c421881096292c02"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2723,27 +2746,28 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df6f88d7ee27daf8b108ba910f9015176b36fbc72902b1ca5c2a5f1d1717e1a1"
+checksum = "07c9faa0cdefb6e6e756482b846397b5c2d84d369e30b009472b9ab9b1430fbd"
 dependencies = [
  "datafusion-expr",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "084d9f979c4b155346d3c34b18f4256e6904ded508e9554d90fed416415c3515"
+checksum = "f16a4f7059302ad1de6e97ab0eebb5c34405917b1f80806a30a66e38ad118251"
 dependencies = [
  "arrow",
  "chrono",
  "datafusion-common",
  "datafusion-expr",
+ "datafusion-expr-common",
  "datafusion-physical-expr",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itertools 0.14.0",
  "log",
  "recursive",
@@ -2753,9 +2777,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64c536062b0076f4e30084065d805f389f9fe38af0ca75bcbac86bc5e9fbab65"
+checksum = "10bb87a605d8ce9672d5347c0293c12211b0c03923fc12fbdc665fe76e6f9e01"
 dependencies = [
  "ahash",
  "arrow",
@@ -2766,18 +2790,34 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itertools 0.14.0",
  "log",
+ "parking_lot",
  "paste",
- "petgraph 0.7.1",
+ "petgraph 0.8.2",
+]
+
+[[package]]
+name = "datafusion-physical-expr-adapter"
+version = "50.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2da3a7429a555dd5ff0bec4d24bd5532ec43876764088da635cad55b2f178dc2"
+dependencies = [
+ "arrow",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-functions",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "itertools 0.14.0",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8a92b53b3193fac1916a1c5b8e3f4347c526f6822e56b71faa5fb372327a863"
+checksum = "845eb44ef1e04d2a15c6d955cb146b40a41814a7be4377f0a541857d3e257d6f"
 dependencies = [
  "ahash",
  "arrow",
@@ -2789,9 +2829,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fa0a5ac94c7cf3da97bedabd69d6bbca12aef84b9b37e6e9e8c25286511b5e2"
+checksum = "32b9b648ee2785722c79eae366528e52e93ece6808aef9297cf8e5521de381da"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2801,6 +2841,7 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
+ "datafusion-pruning",
  "itertools 0.14.0",
  "log",
  "recursive",
@@ -2808,9 +2849,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "690c615db468c2e5fe5085b232d8b1c088299a6c63d87fd960a354a71f7acb55"
+checksum = "7e6688d17b78104e169d7069749832c20ff50f112be853d2c058afe46c889064"
 dependencies = [
  "ahash",
  "arrow",
@@ -2822,13 +2863,14 @@ dependencies = [
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itertools 0.14.0",
  "log",
  "parking_lot",
@@ -2838,9 +2880,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-proto"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4a1afb2bdb05de7ff65be6883ebfd4ec027bd9f1f21c46aa3afd01927160a83"
+checksum = "521cd45740788e751bf59b25d2879d162b157a45fb9b5fa2ec03034923f3658a"
 dependencies = [
  "arrow",
  "chrono",
@@ -2854,20 +2896,38 @@ dependencies = [
 
 [[package]]
 name = "datafusion-proto-common"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35b7a5876ebd6b564fb9a1fd2c3a2a9686b787071a256b47e4708f0916f9e46f"
+checksum = "c15ede0e0f1e51d5b5bea1a196db35e00aa3cae9e58cc12df3cc900e36328437"
 dependencies = [
  "arrow",
  "datafusion-common",
  "prost",
 ]
 
+[[package]]
+name = "datafusion-pruning"
+version = "50.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a893a46c56f5f190085e13949eb8ec163672c7ec2ac33bdb82c84572e71ca73"
+dependencies = [
+ "arrow",
+ "arrow-schema",
+ "datafusion-common",
+ "datafusion-datasource",
+ "datafusion-expr-common",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "itertools 0.14.0",
+ "log",
+]
+
 [[package]]
 name = "datafusion-session"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad229a134c7406c057ece00c8743c0c34b97f4e72f78b475fe17b66c5e14fa4f"
+checksum = "f8b62684c7a1db6121a8c83100209cffa1e664a8d9ced87e1a32f8cdc2fff3c2"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2889,15 +2949,15 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "47.0.0"
+version = "50.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64f6ab28b72b664c21a27b22a2ff815fd390ed224c26e89a93b5a8154a4e8607"
+checksum = "f09cff94b8242843e1da5d069e9d2cfc53807f1f00b1c0da78c297f47c21456e"
 dependencies = [
  "arrow",
  "bigdecimal",
  "datafusion-common",
  "datafusion-expr",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "log",
  "recursive",
  "regex",
@@ -3000,7 +3060,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3366,7 +3426,7 @@ checksum = "f282cfdfe92516eb26c2af8589c274c7c17681f5ecc03c18255fe741c6aa64eb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3387,7 +3447,7 @@ checksum = "67c78a4d8fdf9953a5c9d458f9efe940fd97a0cab0941c075a813ac594733827"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3398,7 +3458,7 @@ checksum = "2f9ed6b3789237c8a0c1c505af1c7eb2c560df6186f01b098c3a1064ea532f38"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3419,7 +3479,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3674,7 +3734,7 @@ checksum = "1a5c6c585bc94aaf2c7b51dd4c2ba22680844aba4c687be581871a6f518c5742"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3685,9 +3745,9 @@ checksum = "aa9a19cbb55df58761df49b23516a86d432839add4af60fc256da840f66ed35b"
 
 [[package]]
 name = "form_urlencoded"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13624c2627564efccf4934284bdd98cbaa14e79b0b5a141218e507b3a823456"
+checksum = "cb4cb245038516f5f85277875cdaa4f7d2c9a0fa0468de06ed190163b1581fcf"
 dependencies = [
  "percent-encoding",
 ]
@@ -3776,7 +3836,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -3992,7 +4052,7 @@ dependencies = [
  "inflections",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -4146,7 +4206,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "slab",
  "tokio",
  "tokio-util",
@@ -4442,7 +4502,7 @@ dependencies = [
  "libc",
  "percent-encoding",
  "pin-project-lite",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tower-service",
  "tracing",
@@ -4575,9 +4635,9 @@ checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
 
 [[package]]
 name = "idna"
-version = "1.0.3"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "686f825264d630750a544639377bae737628043f20d38bbc029e8f29ea968a7e"
+checksum = "3b0875f23caa03898994f6ddc501886a45c7d3d62d04d2d90788d47be1b1e4de"
 dependencies = [
  "idna_adapter",
  "smallvec",
@@ -4643,13 +4703,14 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.10.0"
+version = "2.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe4cd85333e22411419a0bcae1297d25e58c9443848b11dc6a86fefe8c78a661"
+checksum = "92119844f513ffa41556430369ab02c295a3578af21cf945caa3e9e0c2481ac3"
 dependencies = [
  "equivalent",
  "hashbrown 0.15.4",
  "serde",
+ "serde_core",
 ]
 
 [[package]]
@@ -4822,7 +4883,7 @@ checksum = "03343451ff899767262ec32146f6d559dd759fdadf42ff0e227c7c48f72594b4"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -5035,11 +5096,17 @@ dependencies = [
  "static_assertions",
 ]
 
+[[package]]
+name = "libbz2-rs-sys"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c4a545a15244c7d945065b5d392b2d2d7f21526fba56ce51467b06ed445e8f7"
+
 [[package]]
 name = "libc"
-version = "0.2.174"
+version = "0.2.175"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1171693293099992e19cddea4e8b849964e9846f4acee11b3948bcc337be8776"
+checksum = "6a82ae493e598baaea5209805c49bbf2ea7de956d50d7da0da1164f9c6d28543"
 
 [[package]]
 name = "libloading"
@@ -5395,7 +5462,7 @@ checksum = "49e7bc1560b95a3c4a25d03de42fe76ca718ab92d1a22a55b9b4cf67b3ae635c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -5523,7 +5590,7 @@ dependencies = [
  "half",
  "hashbrown 0.15.4",
  "hexf-parse",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "log",
  "num-traits",
  "once_cell",
@@ -5723,7 +5790,7 @@ checksum = "ed3955f1a9c7c0c15e092f9c887db08b1fc683305fdf6eb6684f22555355e202"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -5797,7 +5864,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -5808,9 +5875,9 @@ checksum = "830b246a0e5f20af87141b25c173cd1b609bd7779a4617d6ec582abaf90870f3"
 
 [[package]]
 name = "numpy"
-version = "0.24.0"
+version = "0.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7cfbf3f0feededcaa4d289fe3079b03659e85c5b5a177f4ba6fb01ab4fb3e39"
+checksum = "29f1dee9aa8d3f6f8e8b9af3803006101bb3653866ef056d530d53ae68587191"
 dependencies = [
  "libc",
  "ndarray",
@@ -6162,9 +6229,9 @@ dependencies = [
 
 [[package]]
 name = "object_store"
-version = "0.12.2"
+version = "0.12.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7781f96d79ed0f961a7021424ab01840efbda64ae7a505aaea195efc91eaaec4"
+checksum = "efc4f07659e11cd45a341cd24d71e683e3be65d9ff1f8150061678fe60437496"
 dependencies = [
  "async-trait",
  "bytes",
@@ -6403,9 +6470,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "55.2.0"
+version = "56.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b17da4150748086bd43352bc77372efa9b6e3dbd06a04831d2a98c041c225cfa"
+checksum = "89b56b41d1bd36aae415e42f91cae70ee75cf6cba74416b14dce3e958d5990ec"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -6428,6 +6495,7 @@ dependencies = [
  "num-bigint",
  "object_store",
  "paste",
+ "ring",
  "seq-macro",
  "simdutf8",
  "snap",
@@ -6487,9 +6555,9 @@ checksum = "9555b1514d2d99d78150d3c799d4c357a3e2c2a8062cd108e93a06d9057629c5"
 
 [[package]]
 name = "percent-encoding"
-version = "2.3.1"
+version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
+checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "pest"
@@ -6522,7 +6590,7 @@ dependencies = [
  "pest_meta",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -6542,7 +6610,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
  "fixedbitset 0.4.2",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
 ]
 
 [[package]]
@@ -6552,7 +6620,19 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
 dependencies = [
  "fixedbitset 0.5.7",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
+]
+
+[[package]]
+name = "petgraph"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "54acf3a685220b533e437e264e4d932cfbdc4cc7ec0cd232ed73c08d03b8a7ca"
+dependencies = [
+ "fixedbitset 0.5.7",
+ "hashbrown 0.15.4",
+ "indexmap 2.11.3",
+ "serde",
 ]
 
 [[package]]
@@ -6595,7 +6675,7 @@ dependencies = [
  "phf_shared",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "unicase",
 ]
 
@@ -6632,7 +6712,7 @@ checksum = "6e918e4ff8c4549eb882f14b3a4bc8c8bc93de829416eacf579f1207a8fbf861"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -6814,7 +6894,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "061c1221631e079b26479d25bbf2275bfe5917ae8419cd7e34f13bfc2aa7539a"
 dependencies = [
  "proc-macro2",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -6852,7 +6932,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52717f9a02b6965224f95ca2a81e2e0c5c43baacd28ca057577988930b6c3d5b"
 dependencies = [
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -6875,7 +6955,7 @@ checksum = "9adf1691c04c0a5ff46ff8f262b58beb07b0dbb61f96f9f54f6cbd82106ed87f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -6904,7 +6984,7 @@ dependencies = [
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.104",
+ "syn 2.0.106",
  "tempfile",
 ]
 
@@ -6918,7 +6998,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -7013,11 +7093,10 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5203598f366b11a02b13aa20cab591229ff0a89fd121a308a5df751d5fc9219"
+checksum = "8970a78afe0628a3e3430376fc5fd76b6b45c4d43360ffd6cdd40bdde72b682a"
 dependencies = [
- "cfg-if",
  "chrono",
  "indoc",
  "libc",
@@ -7032,9 +7111,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99636d423fa2ca130fa5acde3059308006d46f98caac629418e53f7ebb1e9999"
+checksum = "458eb0c55e7ece017adeba38f2248ff3ac615e53660d7c71a238d7d2a01c7598"
 dependencies = [
  "once_cell",
  "target-lexicon",
@@ -7042,9 +7121,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78f9cf92ba9c409279bc3305b5409d90db2d2c22392d443a87df3a1adad59e33"
+checksum = "7114fe5457c61b276ab77c5055f206295b812608083644a5c5b2640c3102565c"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -7052,27 +7131,27 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b999cb1a6ce21f9a6b147dcf1be9ffedf02e0043aec74dc390f3007047cecd9"
+checksum = "a8725c0a622b374d6cb051d11a0983786448f7785336139c3c94f5aa6bef7e50"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.24.2"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "822ece1c7e1012745607d5cf0bcb2874769f0f7cb34c4cde03b9358eb9ef911a"
+checksum = "4109984c22491085343c05b0dbc54ddc405c3cf7b4374fc533f5c3313a572ccc"
 dependencies = [
  "heck",
  "proc-macro2",
  "pyo3-build-config",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -7107,7 +7186,7 @@ dependencies = [
  "quinn-udp",
  "rustc-hash 2.1.1",
  "rustls",
- "socket2",
+ "socket2 0.5.10",
  "thiserror 2.0.12",
  "tokio",
  "tracing",
@@ -7144,7 +7223,7 @@ dependencies = [
  "cfg_aliases",
  "libc",
  "once_cell",
- "socket2",
+ "socket2 0.5.10",
  "tracing",
  "windows-sys 0.59.0",
 ]
@@ -7585,7 +7664,7 @@ dependencies = [
  "arrow",
  "crossbeam",
  "image",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "insta",
  "itertools 0.14.0",
  "mcap",
@@ -7711,6 +7790,8 @@ dependencies = [
  "insta",
  "itertools 0.14.0",
  "nohash-hasher",
+ "num-traits",
+ "ordered-float 4.6.0",
  "parking_lot",
  "re_arrow_util",
  "re_chunk_store",
@@ -7861,7 +7942,7 @@ dependencies = [
  "egui",
  "egui_tiles",
  "home",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itertools 0.14.0",
  "re_capabilities",
  "re_chunk",
@@ -8697,7 +8778,7 @@ dependencies = [
  "re_tracing",
  "rust-format",
  "serde",
- "syn 2.0.104",
+ "syn 2.0.106",
  "tempfile",
  "toml",
  "unindent",
@@ -9304,7 +9385,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -9379,9 +9460,9 @@ checksum = "53a49587ad06b26609c52e423de037e7f57f20d53535d66e08c695f347df952a"
 
 [[package]]
 name = "regex-syntax"
-version = "0.8.5"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b15c43186be67a4fd63bee50d0303afffcef381492ebe2c5d87f324e1b8815c"
+checksum = "caf4aa5b0f434c91fe5c7f1ecb6a5ece2130b02ad2a590589dda5146df959001"
 
 [[package]]
 name = "renderdoc-sys"
@@ -9466,7 +9547,7 @@ dependencies = [
  "crossbeam",
  "document-features",
  "env_filter",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "indicatif",
  "itertools 0.14.0",
  "log",
@@ -10019,7 +10100,7 @@ checksum = "0ea936adf78b1f766949a4977b91d2f5595825bd6ec079aa9543ad2685fc4516"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10052,7 +10133,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10082,7 +10163,7 @@ version = "0.9.34+deprecated"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8b1a1a2ebf674015cc02edccce75287f1a0130d394307b36743c2f5d504b47"
 dependencies = [
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "itoa",
  "ryu",
  "serde",
@@ -10321,6 +10402,16 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "socket2"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "233504af464074f9d066d7b5416c5f9b894a5862a6506e306f7b816cdd6f1807"
+dependencies = [
+ "libc",
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "spawn_viewer"
 version = "0.26.0-alpha.1+dev"
@@ -10339,9 +10430,9 @@ dependencies = [
 
 [[package]]
 name = "sqlparser"
-version = "0.55.0"
+version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4521174166bac1ff04fe16ef4524c70144cd29682a45978978ca3d7f4e0be11"
+checksum = "ec4b661c54b1e4b603b37873a18c59920e4c51ea8ea2cf527d925424dbd4437c"
 dependencies = [
  "log",
  "recursive",
@@ -10356,7 +10447,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10452,7 +10543,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10490,9 +10581,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.104"
+version = "2.0.106"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17b6f705963418cdb9927482fa304bc562ece2fdd4f616084c50b7023b435a40"
+checksum = "ede7c438028d4436d71104916910f5bb611972c5cfd7f89b8300a8186e6fada6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -10516,7 +10607,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10664,7 +10755,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10675,7 +10766,7 @@ checksum = "7f7cf42b4507d8ea322120659672cf1b9dbb93f8f2d4ecfd6e51350ff5b17a1d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10849,9 +10940,9 @@ dependencies = [
 
 [[package]]
 name = "tokio"
-version = "1.46.1"
+version = "1.47.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cc3a2344dafbe23a245241fe8b09735b521110d30fcefbbd5feb1797ca35d17"
+checksum = "89e49afdadebb872d3145a5638b59eb0691ea23e46ca484037cfab3b76b95038"
 dependencies = [
  "backtrace",
  "bytes",
@@ -10861,9 +10952,9 @@ dependencies = [
  "pin-project-lite",
  "signal-hook-registry",
  "slab",
- "socket2",
+ "socket2 0.6.0",
  "tokio-macros",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -10874,7 +10965,7 @@ checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -10901,9 +10992,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.15"
+version = "0.7.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66a539a9ad6d5d281510d5bd368c973d636c02dbf8a67300bfb6b950696ad7df"
+checksum = "14307c986784f72ef81c89db7d9e28d6ac26d16213b109ea501696195e6e3ce5"
 dependencies = [
  "bytes",
  "futures-core",
@@ -10918,7 +11009,7 @@ version = "0.8.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362"
 dependencies = [
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -10940,7 +11031,7 @@ version = "0.22.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "41fe8c660ae4257887cf66394862d21dbca4a6ddd26f04a3560410406a2f819a"
 dependencies = [
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -10975,7 +11066,7 @@ dependencies = [
  "pin-project",
  "prost",
  "rustls-native-certs",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tokio-rustls",
  "tokio-stream",
@@ -10996,7 +11087,7 @@ dependencies = [
  "prost-build",
  "prost-types",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -11050,7 +11141,7 @@ checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
 dependencies = [
  "futures-core",
  "futures-util",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "pin-project-lite",
  "slab",
  "sync_wrapper",
@@ -11112,7 +11203,7 @@ checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -11382,9 +11473,9 @@ dependencies = [
 
 [[package]]
 name = "url"
-version = "2.5.4"
+version = "2.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32f8b686cadd1473f4bd0117a5d28d36b1ade384ea9b5069a1c40aefed7fda60"
+checksum = "08bc136a29a3d1758e07a9cca267be308aeebf5cfd5a10f3f67ab2097683ef5b"
 dependencies = [
  "form_urlencoded",
  "idna",
@@ -11434,9 +11525,9 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.17.0"
+version = "1.18.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3cf4199d1e5d15ddd86a694e4d0dffa9c323ce759fea589f00fef9d81cc1931d"
+checksum = "2f87b8aa10b915a06587d0dec516c282ff295b475d94abf425d62b57710070a2"
 dependencies = [
  "getrandom 0.3.3",
  "js-sys",
@@ -11530,7 +11621,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -11579,7 +11670,7 @@ dependencies = [
  "log",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "wasm-bindgen-shared",
 ]
 
@@ -11647,7 +11738,7 @@ checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -11739,7 +11830,7 @@ dependencies = [
  "ahash",
  "bitflags 2.9.1",
  "hashbrown 0.14.5",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "semver",
  "serde",
 ]
@@ -11954,7 +12045,7 @@ dependencies = [
  "cfg_aliases",
  "document-features",
  "hashbrown 0.15.4",
- "indexmap 2.10.0",
+ "indexmap 2.11.3",
  "log",
  "naga",
  "once_cell",
@@ -12197,7 +12288,7 @@ checksum = "2bbd5b46c938e506ecbce286b6628a02171d56153ba733b6c741fc627ec9579b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12208,7 +12299,7 @@ checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12219,7 +12310,7 @@ checksum = "053c4c462dc91d3b1504c6fe5a726dd15e216ba718e84a0e46a88fbe5ded3515"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12230,7 +12321,7 @@ checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12703,7 +12794,7 @@ checksum = "38da3c9736e16c5d3c8c597a9aaa5d1fa565d0532ae05e27c24aa62fb32c0ab6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "synstructure",
 ]
 
@@ -12758,7 +12849,7 @@ checksum = "dc6821851fa840b708b4cbbaf6241868cabc85a2dc22f426361b0292bfc0b836"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "zbus-lockstep",
  "zbus_xml",
  "zvariant",
@@ -12773,7 +12864,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "zbus_names",
  "zvariant",
  "zvariant_utils",
@@ -12831,7 +12922,7 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12842,7 +12933,7 @@ checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12862,7 +12953,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "synstructure",
 ]
 
@@ -12902,7 +12993,7 @@ checksum = "5b96237efa0c878c64bd89c436f661be4e46b2f3eff1ebb976f7ef2321d2f58f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
 ]
 
 [[package]]
@@ -12990,7 +13081,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn 2.0.104",
+ "syn 2.0.106",
  "zvariant_utils",
 ]
 
@@ -13004,6 +13095,6 @@ dependencies = [
  "quote",
  "serde",
  "static_assertions",
- "syn 2.0.104",
+ "syn 2.0.106",
  "winnow",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index dbb89230033f..840b76a7eea9 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -190,7 +190,7 @@ ahash = "0.8"
 anyhow = { version = "1.0", default-features = false }
 argh = "0.1.12"
 array-init = "2.1"
-arrow = { version = "55.2", default-features = false }
+arrow = { version = "56.1", default-features = false }
 async-stream = "0.3"
 axum = "0.8.4"
 backtrace = "0.3"
@@ -219,10 +219,10 @@ convert_case = "0.6"
 criterion = "0.5"
 cros-codecs = "0.0.6"
 crossbeam = "0.8"
-datafusion = { version = "47", default-features = false, features = [
+datafusion = { version = "50", default-features = false, features = [
   "nested_expressions",
 ] }
-datafusion-ffi = "47"
+datafusion-ffi = "50"
 directories = "5"
 document-features = "0.2.8"
 econtext = "0.2" # Prints error contexts on crashes
@@ -275,7 +275,7 @@ nohash-hasher = "0.2"
 notify = { version = "6.1.1", features = ["macos_kqueue"] }
 num-derive = "0.4"
 num-traits = "0.2"
-numpy = "0.24"
+numpy = "0.25"
 objc2-app-kit = "0.3"
 opentelemetry = { version = "0.30", features = ["metrics"] }
 opentelemetry-appender-tracing = "0.30"
@@ -283,7 +283,7 @@ opentelemetry-otlp = "0.30"
 opentelemetry_sdk = { version = "0.30", features = ["rt-tokio"] }
 ordered-float = "4.3.0"
 parking_lot = "0.12.3"
-parquet = { version = "55.1", default-features = false }
+parquet = { version = "56.1", default-features = false }
 paste = "1.0"
 pathdiff = "0.2"
 percent-encoding = "2.3"
@@ -301,8 +301,8 @@ prost-types = "0.13.3"
 prost-reflect = "0.15.3"
 puffin = "0.19.1"
 puffin_http = "0.16"
-pyo3 = "0.24.1"
-pyo3-build-config = "0.24.1"
+pyo3 = "0.25.1"
+pyo3-build-config = "0.25.1"
 quote = "1.0"
 rand = { version = "0.8", default-features = false, features = ["small_rng"] }
 rand_distr = { version = "0.4", default-features = false }
diff --git a/crates/store/re_datafusion/src/dataframe_query_common.rs b/crates/store/re_datafusion/src/dataframe_query_common.rs
index ba115c044f3a..e970a0780661 100644
--- a/crates/store/re_datafusion/src/dataframe_query_common.rs
+++ b/crates/store/re_datafusion/src/dataframe_query_common.rs
@@ -223,8 +223,8 @@ impl DataframeQueryTableProvider {
             }
             Expr::BinaryExpr(binary) => {
                 if binary.op == Operator::NotEq
-                    && let (Expr::Column(col), Expr::Literal(sv))
-                    | (Expr::Literal(sv), Expr::Column(col)) =
+                    && let (Expr::Column(col), Expr::Literal(sv, _))
+                    | (Expr::Literal(sv, _), Expr::Column(col)) =
                         (binary.left.as_ref(), binary.right.as_ref())
                     && sv.is_null()
                 {
diff --git a/crates/store/re_datafusion/src/dataframe_query_provider.rs b/crates/store/re_datafusion/src/dataframe_query_provider.rs
index c8e6f76697b7..ebd7603f550e 100644
--- a/crates/store/re_datafusion/src/dataframe_query_provider.rs
+++ b/crates/store/re_datafusion/src/dataframe_query_provider.rs
@@ -233,13 +233,16 @@ impl PartitionStreamExec {
                     SortOptions::new(false, true),
                 ));
             }
-            vec![LexOrdering::new(physical_ordering)]
+            vec![
+                LexOrdering::new(physical_ordering)
+                    .expect("LexOrdering should return Some since input is not empty"),
+            ]
         } else {
             vec![]
         };
 
         let eq_properties =
-            EquivalenceProperties::new_with_orderings(Arc::clone(&projected_schema), &orderings);
+            EquivalenceProperties::new_with_orderings(Arc::clone(&projected_schema), orderings);
 
         let partition_in_output_schema = projection.map(|p| p.contains(&0)).unwrap_or(false);
 
diff --git a/crates/store/re_datafusion/src/dataframe_query_provider_wasm.rs b/crates/store/re_datafusion/src/dataframe_query_provider_wasm.rs
index a129646bee47..1da49db7d036 100644
--- a/crates/store/re_datafusion/src/dataframe_query_provider_wasm.rs
+++ b/crates/store/re_datafusion/src/dataframe_query_provider_wasm.rs
@@ -232,10 +232,13 @@ impl PartitionStreamExec {
             ));
         }
 
-        let orderings = vec![LexOrdering::new(physical_ordering)];
+        let orderings = vec![
+            LexOrdering::new(physical_ordering)
+                .expect("LexOrdering should return Some when non-empty vec is passed"),
+        ];
 
         let eq_properties =
-            EquivalenceProperties::new_with_orderings(Arc::clone(&projected_schema), &orderings);
+            EquivalenceProperties::new_with_orderings(Arc::clone(&projected_schema), orderings);
 
         let partition_in_output_schema = projection.map(|p| p.contains(&0)).unwrap_or(false);
 
diff --git a/crates/store/re_types_core/src/reflection.rs b/crates/store/re_types_core/src/reflection.rs
index ae5beea79a56..be653e73d196 100644
--- a/crates/store/re_types_core/src/reflection.rs
+++ b/crates/store/re_types_core/src/reflection.rs
@@ -224,6 +224,8 @@ pub fn generic_placeholder_for_datatype(
             ))
         }
 
+        DataType::Decimal32(_, _) => Arc::new(array::Decimal32Array::from_iter([0])),
+        DataType::Decimal64(_, _) => Arc::new(array::Decimal64Array::from_iter([0])),
         DataType::Decimal128(_, _) => Arc::new(array::Decimal128Array::from_iter([0])),
 
         DataType::Decimal256(_, _) => Arc::new(array::Decimal256Array::from_iter([
diff --git a/crates/utils/re_arrow_util/src/format_data_type.rs b/crates/utils/re_arrow_util/src/format_data_type.rs
index 7433cddc5901..ba226d143457 100644
--- a/crates/utils/re_arrow_util/src/format_data_type.rs
+++ b/crates/utils/re_arrow_util/src/format_data_type.rs
@@ -110,6 +110,8 @@ impl std::fmt::Display for DisplayDatatype<'_> {
             DataType::Dictionary(key, value) => {
                 return write!(f, "Dictionary{{{}: {}}}", Self(key), Self(value));
             }
+            DataType::Decimal32(_, _) => "Decimal32",
+            DataType::Decimal64(_, _) => "Decimal64",
             DataType::Decimal128(_, _) => "Decimal128",
             DataType::Decimal256(_, _) => "Decimal256",
             DataType::BinaryView => "BinaryView",
diff --git a/crates/utils/re_byte_size/src/arrow_sizes.rs b/crates/utils/re_byte_size/src/arrow_sizes.rs
index 6f8ee8b99066..05349415829a 100644
--- a/crates/utils/re_byte_size/src/arrow_sizes.rs
+++ b/crates/utils/re_byte_size/src/arrow_sizes.rs
@@ -106,6 +106,8 @@ impl SizeBytes for DataType {
             | Self::Utf8
             | Self::LargeUtf8
             | Self::BinaryView
+            | Self::Decimal32(_, _)
+            | Self::Decimal64(_, _)
             | Self::Decimal128(_, _)
             | Self::Decimal256(_, _)
             | Self::FixedSizeBinary(_)
diff --git a/crates/viewer/re_arrow_ui/src/show_index.rs b/crates/viewer/re_arrow_ui/src/show_index.rs
index 9332c74dee4e..9a74dfb48335 100644
--- a/crates/viewer/re_arrow_ui/src/show_index.rs
+++ b/crates/viewer/re_arrow_ui/src/show_index.rs
@@ -160,7 +160,7 @@ fn make_ui<'a>(
         | DataType::Utf8View | DataType::BinaryView
         | DataType::Date32 | DataType::Date64 | DataType::Time32(_) | DataType::Time64(_)
         | DataType::Timestamp(_, _) | DataType::Duration(_) | DataType::Interval(_)
-        | DataType::Decimal128(_, _) | DataType::Decimal256(_, _)
+        | DataType::Decimal32(_,_) | DataType::Decimal64(_,_) | DataType::Decimal128(_, _) | DataType::Decimal256(_, _)
         => {
             show_arrow_builtin(array, options)
         }
diff --git a/crates/viewer/re_dataframe_ui/Cargo.toml b/crates/viewer/re_dataframe_ui/Cargo.toml
index d8a9db730798..9986d60b9807 100644
--- a/crates/viewer/re_dataframe_ui/Cargo.toml
+++ b/crates/viewer/re_dataframe_ui/Cargo.toml
@@ -43,6 +43,8 @@ egui_dnd.workspace = true
 egui_table.workspace = true
 itertools.workspace = true
 nohash-hasher.workspace = true
+num-traits.workspace = true
+ordered-float.workspace = true
 parking_lot.workspace = true
 serde.workspace = true
 thiserror.workspace = true
diff --git a/crates/viewer/re_dataframe_ui/src/filters/boolean_filter.rs b/crates/viewer/re_dataframe_ui/src/filters/boolean_filter.rs
index 876c82426398..dde2c5f6292c 100644
--- a/crates/viewer/re_dataframe_ui/src/filters/boolean_filter.rs
+++ b/crates/viewer/re_dataframe_ui/src/filters/boolean_filter.rs
@@ -8,7 +8,7 @@ use re_ui::syntax_highlighting::SyntaxHighlightedBuilder;
 use super::{FilterError, FilterUiAction, Nullability};
 
 /// A filter for a boolean column.
-#[derive(Debug, Clone, PartialEq, Eq)]
+#[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub enum BooleanFilter {
     /// Filter for strictly non-nullable columns.
     ///
diff --git a/crates/viewer/re_dataframe_ui/src/filters/filter.rs b/crates/viewer/re_dataframe_ui/src/filters/filter.rs
index 2dcc9b0b5927..072ab81fa6f6 100644
--- a/crates/viewer/re_dataframe_ui/src/filters/filter.rs
+++ b/crates/viewer/re_dataframe_ui/src/filters/filter.rs
@@ -4,12 +4,13 @@ use std::sync::Arc;
 
 use arrow::array::{ArrayRef, BooleanArray, ListArray, as_list_array};
 use arrow::datatypes::{DataType, Field};
-use datafusion::common::{DFSchema, Result as DataFusionResult, exec_err};
+use datafusion::common::{DFSchema, ExprSchema as _, Result as DataFusionResult, exec_err};
 use datafusion::logical_expr::{
     ArrayFunctionArgument, ArrayFunctionSignature, ColumnarValue, ScalarFunctionArgs, ScalarUDF,
     ScalarUDFImpl, Signature, TypeSignature, Volatility,
 };
 use datafusion::prelude::{Column, Expr, array_to_string, col, lit, lower};
+use ordered_float::OrderedFloat;
 
 use super::BooleanFilter;
 
@@ -92,7 +93,7 @@ pub enum FilterError {
 }
 
 /// A filter applied to a table.
-#[derive(Debug, Clone, PartialEq)]
+#[derive(Debug, Clone, PartialEq, Eq)]
 pub struct Filter {
     pub column_name: String,
     pub operation: FilterOperation,
@@ -119,7 +120,7 @@ impl Filter {
     }
 }
 
-#[derive(Debug, Clone, Copy, PartialEq, Eq)]
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
 pub enum ComparisonOperator {
     Eq,
     Ne,
@@ -172,7 +173,7 @@ impl ComparisonOperator {
 }
 
 /// The kind of filter operation
-#[derive(Debug, Clone, PartialEq)]
+#[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub enum FilterOperation {
     /// Compare an integer value to a constant.
     ///
@@ -187,7 +188,7 @@ pub enum FilterOperation {
     /// For columns of lists of floats, only the first value is considered.
     FloatCompares {
         operator: ComparisonOperator,
-        value: Option<f64>,
+        value: Option<OrderedFloat<f64>>,
     },
 
     //TODO(ab): parameterise that over multiple string ops, e.g. "contains", "starts with", etc.
@@ -280,7 +281,10 @@ impl FilterOperation {
                     }
                 };
 
-                Ok(contains_patch(lower(operand), lower(lit(query_string))))
+                Ok(datafusion::prelude::contains(
+                    lower(operand),
+                    lower(lit(query_string)),
+                ))
             }
 
             Self::Boolean(boolean_filter) => boolean_filter.as_filter_expression(column, field),
@@ -290,7 +294,7 @@ impl FilterOperation {
 
 /// Custom UDF for evaluating filter operations.
 //TODO(ab): consider splitting the vectorized filtering part from the `any`/`all` aggregation.
-#[derive(Debug, Clone)]
+#[derive(Debug, Clone, PartialEq, Eq, Hash)]
 struct FilterOperationUdf {
     op: FilterOperation,
     signature: Signature,
@@ -375,8 +379,8 @@ impl FilterOperationUdf {
                         let Some(value) = value else {
                             return Some(true);
                         };
-
-                        x.map(|x| operator.apply(x, *value as _))
+                        use num_traits::AsPrimitive as _;
+                        x.map(|x| operator.apply(x, value.as_()))
                     })
                     .collect();
 
@@ -458,7 +462,7 @@ impl ScalarUDFImpl for FilterOperationUdf {
         }
     }
 
-    fn invoke_with_args(&self, args: ScalarFunctionArgs<'_>) -> DataFusionResult<ColumnarValue> {
+    fn invoke_with_args(&self, args: ScalarFunctionArgs) -> DataFusionResult<ColumnarValue> {
         let ColumnarValue::Array(input_array) = &args.args[0] else {
             return exec_err!("FilterOperation expected array inputs, not scalar values");
         };
@@ -490,14 +494,3 @@ impl ScalarUDFImpl for FilterOperationUdf {
         }
     }
 }
-
-// TODO(ab): this is a workaround for https://github.com/apache/datafusion/pull/16046. Next time we
-// update datafusion, this should break compilation. Remove this function and replace
-// `contains_patch` by `datafusion::prelude::contains` in the method above.
-fn contains_patch(arg1: Expr, arg2: Expr) -> Expr {
-    // make sure we break compilation when we update datafusion
-    #[cfg(debug_assertions)]
-    let _ = datafusion::prelude::contains();
-
-    datafusion::functions::string::contains().call(<[_]>::into_vec(Box::new([arg1, arg2])))
-}
diff --git a/crates/viewer/re_dataframe_ui/src/filters/filter_ui.rs b/crates/viewer/re_dataframe_ui/src/filters/filter_ui.rs
index d09def7c3558..337094e8a9e6 100644
--- a/crates/viewer/re_dataframe_ui/src/filters/filter_ui.rs
+++ b/crates/viewer/re_dataframe_ui/src/filters/filter_ui.rs
@@ -307,7 +307,7 @@ impl SyntaxHighlighting for FilterOperation {
 
             Self::FloatCompares { value, operator: _ } => {
                 if let Some(value) = value {
-                    builder.append_primitive(&re_format::format_f64(*value));
+                    builder.append_primitive(&re_format::format_f64(value.into_inner()));
                 } else {
                     builder.append_primitive("…");
                 }
@@ -461,6 +461,8 @@ impl FilterOperation {
 
 #[cfg(test)]
 mod tests {
+    use ordered_float::OrderedFloat;
+
     use super::*;
     use crate::filters::BooleanFilter;
 
@@ -493,7 +495,7 @@ mod tests {
             (
                 FilterOperation::FloatCompares {
                     operator: ComparisonOperator::Ge,
-                    value: Some(10.5),
+                    value: Some(OrderedFloat(10.5)),
                 },
                 "float_compares",
             ),
diff --git a/crates/viewer/re_dataframe_ui/src/table_blueprint.rs b/crates/viewer/re_dataframe_ui/src/table_blueprint.rs
index fd62f120f562..af85a6711da3 100644
--- a/crates/viewer/re_dataframe_ui/src/table_blueprint.rs
+++ b/crates/viewer/re_dataframe_ui/src/table_blueprint.rs
@@ -74,7 +74,7 @@ pub struct EntryLinksSpec {
 }
 
 /// The "blueprint" for a table, a.k.a the specification of how it should look.
-#[derive(Debug, Clone, PartialEq, Default)]
+#[derive(Debug, Clone, PartialEq, Eq, Default)]
 pub struct TableBlueprint {
     pub sort_by: Option<SortBy>,
     pub partition_links: Option<PartitionLinksSpec>,
diff --git a/crates/viewer/re_dataframe_ui/tests/filter_tests.rs b/crates/viewer/re_dataframe_ui/tests/filter_tests.rs
index 28aa9fead2ab..550a94a4b25c 100644
--- a/crates/viewer/re_dataframe_ui/tests/filter_tests.rs
+++ b/crates/viewer/re_dataframe_ui/tests/filter_tests.rs
@@ -13,6 +13,7 @@ use arrow::record_batch::RecordBatch;
 use datafusion::catalog::MemTable;
 use datafusion::prelude::{DataFrame, SessionContext};
 
+use ordered_float::OrderedFloat;
 use re_dataframe_ui::{BooleanFilter, ComparisonOperator, Filter, FilterOperation, Nullability};
 use re_viewer_context::external::tokio;
 
@@ -414,7 +415,7 @@ async fn test_float_compares() {
         filter_snapshot!(
             FilterOperation::FloatCompares {
                 operator: *op,
-                value: Some(3.0),
+                value: Some(OrderedFloat(3.0)),
             },
             floats.clone(),
             format!("{}_3.0", op.as_ascii())
@@ -423,7 +424,7 @@ async fn test_float_compares() {
         filter_snapshot!(
             FilterOperation::FloatCompares {
                 operator: *op,
-                value: Some(4.0),
+                value: Some(OrderedFloat(4.0)),
             },
             floats_nulls.clone(),
             format!("nulls_{}_4", op.as_ascii())
@@ -439,7 +440,7 @@ async fn test_float_all_types() {
             filter_snapshot!(
                 FilterOperation::FloatCompares {
                     operator: ComparisonOperator::Eq,
-                    value: Some(3.0),
+                    value: Some(OrderedFloat(3.0)),
                 },
                 TestColumn::primitive::<$ty>(vec![1.0, 2.0, 3.0, 4.0, 5.0]),
                 format!("{:?}", $ty {})
@@ -468,7 +469,7 @@ async fn test_float_lists() {
         filter_snapshot!(
             FilterOperation::FloatCompares {
                 operator: *op,
-                value: Some(2.0)
+                value: Some(OrderedFloat(2.0))
             },
             float_lists.clone(),
             format!("{}_2.0", op.as_ascii())
@@ -477,7 +478,7 @@ async fn test_float_lists() {
         filter_snapshot!(
             FilterOperation::FloatCompares {
                 operator: *op,
-                value: Some(2.0)
+                value: Some(OrderedFloat(2.0))
             },
             float_lists_nulls.clone(),
             format!("nulls_{}_2.0", op.as_ascii())
diff --git a/deny.toml b/deny.toml
index 1eeccc951d0c..faedb61bf4a3 100644
--- a/deny.toml
+++ b/deny.toml
@@ -29,7 +29,6 @@ all-features = true
 [advisories]
 version = 2
 ignore = [
-  "RUSTSEC-2024-0384", # Waiting for https://github.com/console-rs/indicatif/pull/666
   "RUSTSEC-2024-0436", # https://rustsec.org/advisories/RUSTSEC-2024-0436 - paste is unmaintained - https://github.com/dtolnay/paste
   "RUSTSEC-2024-0014", # https://rustsec.org/advisories/RUSTSEC-2024-0014 - generational-arena is unmaintained
 ]
@@ -54,6 +53,7 @@ deny = [
 skip = [
   { name = "base64" },           # Too popular
   { name = "block2" },           # Old version via rfd
+  { name = "bzip2" },            # Remove after https://github.com/apache/datafusion/pull/17509 closes
   { name = "cargo-platform" },   # Older version used by ply-rs. It's build-time only!
   { name = "cargo_metadata" },   # Older version used by ply-rs. It's small, and it's build-time only!
   { name = "core-foundation" },  # Currently, e.g. `webbrowser` and `winit` use different versions.
@@ -63,7 +63,7 @@ skip = [
   { name = "objc2-foundation" }, # `accesskit_macos` uses a different version than `arboard`
   { name = "objc2" },            # `accesskit_macos` uses a different version than `arboard`
   { name = "ordered-float" },    # Old version being used by parquet, but super small!
-  { name = "pollster" },         # rfd is still on 0.3
+  { name = "petgraph" },         # Remove after https://github.com/tokio-rs/prost/pull/1268 resolves
   { name = "pulldown-cmark" },   # Build-dependency via `ply-rs` (!). TODO(emilk): use a better crate for .ply parsing
   { name = "redox_syscall" },    # Plenty of versions in the wild
   { name = "rustc-hash" },       # numpy with compatible pyo3 requires different version than wgpu
@@ -95,8 +95,8 @@ allow = [
   "OFL-1.1",                        # https://spdx.org/licenses/OFL-1.1.html
   "Ubuntu-font-1.0",                # https://ubuntu.com/legal/font-licence
   "Unicode-3.0",                    # https://www.unicode.org/license.txt
-  "Unicode-DFS-2016",               # https://spdx.org/licenses/Unicode-DFS-2016.html
   "Zlib",                           # https://tldrlegal.com/license/zlib-libpng-license-(zlib)
+  "bzip2-1.0.6",                    # https://github.com/trifectatechfoundation/libbzip2-rs/blob/v0.2.2/COPYING
 ]
 exceptions = []
 
@@ -110,7 +110,6 @@ name = "ring"
 expression = "MIT AND ISC AND OpenSSL"
 license-files = [{ path = "LICENSE", hash = 0xbd0eed23 }]
 
-
 [sources]
 unknown-registry = "deny"
 unknown-git = "deny"
diff --git a/pixi.lock b/pixi.lock
index 26cf1b5681b6..2ed51d9a3dbf 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3918,7 +3918,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/77/81/5bdb7dd0d669a817397b2e92193559bf66c3807f5848a48ad10cf02bf6c7/curl_cffi-0.13.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/c3/be/d0d44e092656fe7a06b55e6103cbce807cdbdee17884a5367c68c9860853/dataclasses_json-0.6.7-py3-none-any.whl
-      - pypi: https://files.pythonhosted.org/packages/5f/73/95daf83a61e6cc877da78831a848aa13b0af050ca0c9df23a96bb61cf234/datafusion-48.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+      - pypi: https://files.pythonhosted.org/packages/66/4e/2a113bef5e51e56f7273f193959a80e4abd48a2ff6856cfa219dbba85600/datafusion-49.0.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/aa/49/7b03e88dea9759a4c7910143f87f92beb494daaae25560184ff4ae883f9e/debugpy-1.8.16-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
       - pypi: https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl
       - pypi: https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl
@@ -4128,7 +4128,7 @@ environments:
       - pypi: ./examples/python/shared_recording
       - pypi: ./examples/python/stdio
       - pypi: ./examples/python/structure_from_motion
-      - pypi: rerun_py
+      - pypi: ./rerun_py
       osx-arm64:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/aom-3.9.1-h7bae524_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/aws-c-auth-0.8.0-h9b725a8_10.conda
@@ -4325,7 +4325,7 @@ environments:
       - pypi: https://files.pythonhosted.org/packages/2c/1c/cdb4fb2d16a0e9de068e0e5bc02094e105ce58a687ff30b4c6f88e25a057/curl_cffi-0.13.0-cp39-abi3-macosx_11_0_arm64.whl
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-  - grpclib
-  - stringcase
   - dataclasses ; python_full_version < '3.7'
   - backports-datetime-fromisoformat ; python_full_version < '3.7'
+  - grpclib
+  - stringcase
   - black ; extra == 'compiler'
   - jinja2 ; extra == 'compiler'
   - protobuf ; extra == 'compiler'
@@ -16380,34 +16380,34 @@ packages:
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-  version: 48.0.0
-  sha256: 31e841d02147b0904984850421ae18499d4ab2492ff1ef4dd9d15d3cba3fbef3
+  version: 49.0.0
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@@ -33860,10 +33860,10 @@ packages:
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   - rerun-notebook==0.24.0 ; extra == 'notebook'
   requires_python: '>=3.9'
-- pypi: rerun_py
+- pypi: ./rerun_py
   name: rerun-sdk
   version: 0.26.0a1+dev
-  sha256: 348705bc9c52d9a64a53e48906579cce0c177154c5bddd1b44a8b166e1a0f1dd
+  sha256: a7ce2680b9f68a2d1cf8faf8972e677f046eef5b35451c5a18a27f918784b292
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@@ -33872,7 +33872,7 @@ packages:
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   - pytest==8.4.1 ; extra == 'tests'
   - rerun-notebook==0.26.0a1+dev ; extra == 'notebook'
-  - datafusion==48.0.0 ; extra == 'datafusion'
+  - datafusion==50.0.0 ; extra == 'datafusion'
   - rerun-sdk[notebook] ; extra == 'all'
   - rerun-sdk[datafusion] ; extra == 'all'
   requires_python: '>=3.9'
diff --git a/pixi.toml b/pixi.toml
index 505e335f5116..3496eeb8a3b7 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -740,7 +740,8 @@ av = "==14.2.0"
 # during the wheel-test task itself is otherwise painful.
 torch = "==2.8.0" # This must match the torch version in any package we install during `wheel-test`
 # DataFusion is needed to run integration tests, but it is an optional dependency for rerun sdk
-datafusion = "==48.0.0"
+# TODO:
+datafusion = "==49.0.0"
 
 [feature.wheel-test.dependencies]
 pip = ">=23"
@@ -780,7 +781,8 @@ umap-learn = "==0.5.7"
 [feature.examples-common.pypi-dependencies]
 # External deps
 av = "==14.2.0"
-datafusion = "==48.0.0"
+# TODO
+datafusion = "==49.0.0"
 jupyter = ">=1.0"
 polars = ">=0.12.0"
 
diff --git a/rerun_notebook/package-lock.json b/rerun_notebook/package-lock.json
index a995fdd07666..7b7f448d3b71 100644
--- a/rerun_notebook/package-lock.json
+++ b/rerun_notebook/package-lock.json
@@ -15,7 +15,7 @@
     },
     "../rerun_js/web-viewer": {
       "name": "@rerun-io/web-viewer",
-      "version": "0.24.0-alpha.1+dev",
+      "version": "0.26.0-alpha.1+dev",
       "license": "MIT",
       "devDependencies": {
         "dts-buddy": "^0.3.0",
diff --git a/rerun_py/pyproject.toml b/rerun_py/pyproject.toml
index cb9afb9e5172..e68a5a5e230b 100644
--- a/rerun_py/pyproject.toml
+++ b/rerun_py/pyproject.toml
@@ -37,7 +37,7 @@ text = "MIT OR Apache-2.0"
 [project.optional-dependencies]
 tests = ["pytest==8.4.1"]
 notebook = ["rerun-notebook==0.26.0-alpha.1+dev"]
-datafusion = ["datafusion==48.0.0"]
+datafusion = ["datafusion==50.0.0"]
 all = ["rerun-sdk[notebook]", "rerun-sdk[datafusion]"]
 
 [project.urls]