diff --git a/native/Cargo.lock b/native/Cargo.lock
index 0b3e8f86b8..824be7f324 100644
--- a/native/Cargo.lock
+++ b/native/Cargo.lock
@@ -19,16 +19,16 @@ checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
 
 [[package]]
 name = "ahash"
-version = "0.8.11"
+version = "0.8.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011"
+checksum = "5a15f179cd60c4584b8a8c596927aadc462e27f2ca70c04e0071964a73ba7a75"
 dependencies = [
  "cfg-if",
  "const-random",
- "getrandom 0.2.16",
+ "getrandom 0.3.2",
  "once_cell",
  "version_check",
- "zerocopy 0.7.35",
+ "zerocopy",
 ]
 
 [[package]]
@@ -123,9 +123,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3095aaf545942ff5abd46654534f15b03a90fba78299d661e045e5d587222f0d"
+checksum = "b1bb018b6960c87fd9d025009820406f74e83281185a8bdcb44880d2aa5c9a87"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -144,9 +144,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "00752064ff47cee746e816ddb8450520c3a52cbad1e256f6fa861a35f86c45e7"
+checksum = "44de76b51473aa888ecd6ad93ceb262fb8d40d1f1154a4df2f069b3590aa7575"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -158,9 +158,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cebfe926794fbc1f49ddd0cdaf898956ca9f6e79541efce62dabccfd81380472"
+checksum = "29ed77e22744475a9a53d00026cf8e166fe73cf42d89c4c4ae63607ee1cfcc3f"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -169,15 +169,15 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "half",
- "hashbrown 0.15.2",
+ "hashbrown 0.15.3",
  "num",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0303c7ec4cf1a2c60310fc4d6bbc3350cd051a17bf9e9c0a8e47b4db79277824"
+checksum = "b0391c96eb58bf7389171d1e103112d3fc3e5625ca6b372d606f2688f1ea4cce"
 dependencies = [
  "bytes",
  "half",
@@ -186,9 +186,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "335f769c5a218ea823d3760a743feba1ef7857cba114c01399a891c2fff34285"
+checksum = "f39e1d774ece9292697fcbe06b5584401b26bd34be1bec25c33edae65c2420ff"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -207,9 +207,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "510db7dfbb4d5761826516cc611d97b3a68835d0ece95b034a052601109c0b1b"
+checksum = "9055c972a07bf12c2a827debfd34f88d3b93da1941d36e1d9fee85eebe38a12a"
 dependencies = [
  "arrow-array",
  "arrow-cast",
@@ -223,9 +223,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8affacf3351a24039ea24adab06f316ded523b6f8c3dbe28fbac5f18743451b"
+checksum = "cf75ac27a08c7f48b88e5c923f267e980f27070147ab74615ad85b5c5f90473d"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -235,9 +235,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "69880a9e6934d9cba2b8630dd08a3463a91db8693b16b499d54026b6137af284"
+checksum = "a222f0d93772bd058d1268f4c28ea421a603d66f7979479048c429292fac7b2e"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -249,9 +249,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d8dafd17a05449e31e0114d740530e0ada7379d7cb9c338fd65b09a8130960b0"
+checksum = "9085342bbca0f75e8cb70513c0807cc7351f1fbf5cb98192a67d5e3044acb033"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -271,9 +271,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "895644523af4e17502d42c3cb6b27cb820f0cb77954c22d75c23a85247c849e1"
+checksum = "ab2f1065a5cad7b9efa9e22ce5747ce826aa3855766755d4904535123ef431e7"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -284,9 +284,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9be8a2a4e5e7d9c822b2b8095ecd77010576d824f654d347817640acfc97d229"
+checksum = "3703a0e3e92d23c3f756df73d2dc9476873f873a76ae63ef9d3de17fda83b2d8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -297,18 +297,20 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7450c76ab7c5a6805be3440dc2e2096010da58f7cab301fdc996a4ee3ee74e49"
+checksum = "73a47aa0c771b5381de2b7f16998d351a6f4eb839f1e13d48353e17e873d969b"
 dependencies = [
  "bitflags 2.9.0",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa5f5a93c75f46ef48e4001535e7b6c922eeb0aa20b73cf58d09e13d057490d8"
+checksum = "24b7b85575702b23b85272b01bc1c25a01c9b9852305e5d0078c79ba25d995d4"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -320,9 +322,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6e7005d858d84b56428ba2a98a107fe88c0132c61793cf6b8232a1f9bfc0452b"
+checksum = "9260fddf1cdf2799ace2b4c2fc0356a9789fa7551e0953e35435536fecefebbd"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -349,7 +351,7 @@ checksum = "e539d3fca749fcee5236ab05e93a52867dd549cc157c8cb7f99595f3cedffdb5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -375,9 +377,9 @@ checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
 
 [[package]]
 name = "backtrace"
-version = "0.3.74"
+version = "0.3.75"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d82cb332cdfaed17ae235a638438ac4d4839913cc2af585c3c6746e8f8bee1a"
+checksum = "6806a6321ec58106fea15becdad98371e28d92ccbc7c8f1b3b6dd724fe8f1002"
 dependencies = [
  "addr2line",
  "cfg-if",
@@ -474,9 +476,9 @@ dependencies = [
 
 [[package]]
 name = "brotli"
-version = "7.0.0"
+version = "8.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc97b8f16f944bba54f0433f07e30be199b6dc2bd25937444bbad560bcea29bd"
+checksum = "9991eea70ea4f293524138648e41ee89b0b2b12ddef3b255effa43c8056e0e0d"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -485,9 +487,9 @@ dependencies = [
 
 [[package]]
 name = "brotli-decompressor"
-version = "4.0.3"
+version = "5.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a334ef7c9e23abf0ce748e8cd309037da93e606ad52eb372e4ce327a0dcfbdfd"
+checksum = "874bb8112abecc98cbd6d81ea4fa7e94fb9449648c93cc89aa40c81c24d7de03"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -501,9 +503,9 @@ checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf"
 
 [[package]]
 name = "bytemuck"
-version = "1.22.0"
+version = "1.23.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6b1fc10dbac614ebc03540c9dbd60e83887fda27794998c6528f1782047d540"
+checksum = "9134a6ef01ce4b366b50689c94f82c14bc72bc5d0386829828a2e2752ef7958c"
 
 [[package]]
 name = "byteorder"
@@ -525,9 +527,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.2.19"
+version = "1.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e3a13707ac958681c13b39b458c073d0d9bc8a22cb1b2f4c8e55eb72c13f362"
+checksum = "8691782945451c1c383942c4874dbe63814f61cb57ef773cda2972682b7bb3c0"
 dependencies = [
  "jobserver",
  "libc",
@@ -563,9 +565,9 @@ checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
 [[package]]
 name = "chrono"
-version = "0.4.40"
+version = "0.4.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7964611d71df112cb1730f2ee67324fcf4d0fc6606acbbe9bfe06df124637c"
+checksum = "c469d952047f47f91b68d1cba3f10d63c11d73e4636f24f08daf0278abf01c4d"
 dependencies = [
  "android-tzdata",
  "iana-time-zone",
@@ -864,8 +866,7 @@ dependencies = [
 [[package]]
 name = "datafusion"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffe060b978f74ab446be722adb8a274e052e005bf6dfd171caadc3abaad10080"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -915,8 +916,7 @@ dependencies = [
 [[package]]
 name = "datafusion-catalog"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "61fe34f401bd03724a1f96d12108144f8cd495a3cdda2bf5e091822fb80b7e66"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -941,8 +941,7 @@ dependencies = [
 [[package]]
 name = "datafusion-catalog-listing"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4411b8e3bce5e0fc7521e44f201def2e2d5d1b5f176fb56e8cdc9942c890f00"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1050,8 +1049,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0734015d81c8375eb5d4869b7f7ecccc2ee8d6cb81948ef737cd0e7b743bd69c"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1073,8 +1071,7 @@ dependencies = [
 [[package]]
 name = "datafusion-common-runtime"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5167bb1d2ccbb87c6bc36c295274d7a0519b14afcfdaf401d53cbcaa4ef4968b"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "futures",
  "log",
@@ -1084,8 +1081,7 @@ dependencies = [
 [[package]]
 name = "datafusion-datasource"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04e602dcdf2f50c2abf297cc2203c73531e6f48b29516af7695d338cf2a778b1"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1114,8 +1110,7 @@ dependencies = [
 [[package]]
 name = "datafusion-datasource-csv"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3bb2253952dc32296ed5b84077cb2e0257fea4be6373e1c376426e17ead4ef6"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1139,8 +1134,7 @@ dependencies = [
 [[package]]
 name = "datafusion-datasource-json"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b8c7f47a5d2fe03bfa521ec9bafdb8a5c82de8377f60967c3663f00c8790352"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1164,8 +1158,7 @@ dependencies = [
 [[package]]
 name = "datafusion-datasource-parquet"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27d15868ea39ed2dc266728b554f6304acd473de2142281ecfa1294bb7415923"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1195,14 +1188,12 @@ dependencies = [
 [[package]]
 name = "datafusion-doc"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a91f8c2c5788ef32f48ff56c68e5b545527b744822a284373ac79bba1ba47292"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 
 [[package]]
 name = "datafusion-execution"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06f004d100f49a3658c9da6fb0c3a9b760062d96cd4ad82ccc3b7b69a9fb2f84"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "dashmap",
@@ -1220,8 +1211,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a4e4ce3802609be38eeb607ee72f6fe86c3091460de9dbfae9e18db423b3964"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "chrono",
@@ -1240,8 +1230,7 @@ dependencies = [
 [[package]]
 name = "datafusion-expr-common"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "422ac9cf3b22bbbae8cdf8ceb33039107fde1b5492693168f13bd566b1bcc839"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1253,8 +1242,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2ddf0a0a2db5d2918349c978d42d80926c6aa2459cd8a3c533a84ec4bb63479e"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -1282,8 +1270,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-aggregate"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "408a05dafdc70d05a38a29005b8b15e21b0238734dab1e98483fcb58038c5aba"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1303,8 +1290,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-aggregate-common"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "756d21da2dd6c9bef97af1504970ff56cbf35d03fbd4ffd62827f02f4d2279d4"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1316,8 +1302,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-nested"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8d8d50f6334b378930d992d801a10ac5b3e93b846b39e4a05085742572844537"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1337,8 +1322,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-table"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc9a97220736c8fff1446e936be90d57216c06f28969f9ffd3b72ac93c958c8a"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1353,8 +1337,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-window"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cefc2d77646e1aadd1d6a9c40088937aedec04e68c5f0465939912e1291f8193"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "datafusion-common",
  "datafusion-doc",
@@ -1370,8 +1353,7 @@ dependencies = [
 [[package]]
 name = "datafusion-functions-window-common"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd4aff082c42fa6da99ce0698c85addd5252928c908eb087ca3cfa64ff16b313"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -1380,19 +1362,17 @@ dependencies = [
 [[package]]
 name = "datafusion-macros"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df6f88d7ee27daf8b108ba910f9015176b36fbc72902b1ca5c2a5f1d1717e1a1"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "datafusion-expr",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "084d9f979c4b155346d3c34b18f4256e6904ded508e9554d90fed416415c3515"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "chrono",
@@ -1409,8 +1389,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-expr"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64c536062b0076f4e30084065d805f389f9fe38af0ca75bcbac86bc5e9fbab65"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1425,14 +1404,13 @@ dependencies = [
  "itertools 0.14.0",
  "log",
  "paste",
- "petgraph",
+ "petgraph 0.8.1",
 ]
 
 [[package]]
 name = "datafusion-physical-expr-common"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8a92b53b3193fac1916a1c5b8e3f4347c526f6822e56b71faa5fb372327a863"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1445,8 +1423,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-optimizer"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fa0a5ac94c7cf3da97bedabd69d6bbca12aef84b9b37e6e9e8c25286511b5e2"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1463,8 +1440,7 @@ dependencies = [
 [[package]]
 name = "datafusion-physical-plan"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "690c615db468c2e5fe5085b232d8b1c088299a6c63d87fd960a354a71f7acb55"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "ahash",
  "arrow",
@@ -1493,8 +1469,7 @@ dependencies = [
 [[package]]
 name = "datafusion-session"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ad229a134c7406c057ece00c8743c0c34b97f4e72f78b475fe17b66c5e14fa4f"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1517,8 +1492,7 @@ dependencies = [
 [[package]]
 name = "datafusion-sql"
 version = "47.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64f6ab28b72b664c21a27b22a2ff815fd390ed224c26e89a93b5a8154a4e8607"
+source = "git+https://github.com/apache/datafusion?rev=efd9587#efd9587b2f271dd54c31e19416f04810f42675ca"
 dependencies = [
  "arrow",
  "bigdecimal",
@@ -1575,7 +1549,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -1601,7 +1575,7 @@ checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -1671,6 +1645,12 @@ version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
+[[package]]
+name = "foldhash"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d9c4f5dac5e15c24eb999c26181a6ca40b39fe946cbe4c263c7209467bc83af2"
+
 [[package]]
 name = "form_urlencoded"
 version = "1.2.1"
@@ -1764,7 +1744,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -1848,9 +1828,9 @@ checksum = "a8d1add55171497b4705a648c6b583acafb01d58050a51727785f0b2c8e0a2b2"
 
 [[package]]
 name = "h2"
-version = "0.4.9"
+version = "0.4.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75249d144030531f8dee69fe9cea04d3edf809a017ae445e2abdff6629e86633"
+checksum = "a9421a676d1b147b16b82c9225157dc629087ef8ec4d5e2960f9437a90dac0a5"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -1888,9 +1868,14 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.15.2"
+version = "0.15.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf151400ff0baff5465007dd2f3e717f3fe502074ca563069ce3a6629d07b289"
+checksum = "84b26c544d002229e640969970a2e74021aadf6e2f96372b9c58eff97de08eb3"
+dependencies = [
+ "allocator-api2",
+ "equivalent",
+ "foldhash",
+]
 
 [[package]]
 name = "heck"
@@ -1900,9 +1885,9 @@ checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
 [[package]]
 name = "hermit-abi"
-version = "0.5.0"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fbd780fe5cc30f81464441920d82ac8740e2e46b29a6fad543ddd075229ce37e"
+checksum = "f154ce46856750ed433c8649605bf7ed2de3bc35fd9d2a9f30cddd873c80cb08"
 
 [[package]]
 name = "hex"
@@ -2162,7 +2147,7 @@ checksum = "1ec89e9337638ecdc08744df490b221a7399bf8d164eb52a665454e60e075ad6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -2193,7 +2178,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cea70ddb795996207ad57735b50c5982d8844f38ba9ee5f1aedcfb708a2aa11e"
 dependencies = [
  "equivalent",
- "hashbrown 0.15.2",
+ "hashbrown 0.15.3",
 ]
 
 [[package]]
@@ -2418,9 +2403,9 @@ dependencies = [
 
 [[package]]
 name = "libm"
-version = "0.2.13"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c9627da5196e5d8ed0b0495e61e518847578da83483c37288316d9b2e03a7f72"
+checksum = "f9fbbcab51052fe104eb5e5d351cf728d30a5be1fe14d9be8a3b097481fb97de"
 
 [[package]]
 name = "libmimalloc-sys"
@@ -2728,7 +2713,7 @@ dependencies = [
  "md-5",
  "parking_lot",
  "percent-encoding",
- "quick-xml 0.37.4",
+ "quick-xml 0.37.5",
  "rand 0.8.5",
  "reqwest",
  "ring",
@@ -2795,9 +2780,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "55.0.0"
+version = "55.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd31a8290ac5b19f09ad77ee7a1e6a541f1be7674ad410547d5f1eef6eef4a9c"
+checksum = "be7b2d778f6b841d37083ebdf32e33a524acde1266b5884a8ca29bf00dfa1231"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -2814,7 +2799,7 @@ dependencies = [
  "flate2",
  "futures",
  "half",
- "hashbrown 0.15.2",
+ "hashbrown 0.15.3",
  "lz4_flex",
  "num",
  "num-bigint",
@@ -2866,6 +2851,18 @@ dependencies = [
  "indexmap",
 ]
 
+[[package]]
+name = "petgraph"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a98c6720655620a521dcc722d0ad66cd8afd5d86e34a89ef691c50b7b24de06"
+dependencies = [
+ "fixedbitset",
+ "hashbrown 0.15.3",
+ "indexmap",
+ "serde",
+]
+
 [[package]]
 name = "phf"
 version = "0.11.3"
@@ -2978,7 +2975,7 @@ version = "0.2.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "85eae3c4ed2f50dcfe72643da4befc30deadb458a9b590d720cde2f2b1e97da9"
 dependencies = [
- "zerocopy 0.8.24",
+ "zerocopy",
 ]
 
 [[package]]
@@ -2988,7 +2985,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "664ec5419c51e34154eec046ebcba56312d5a2fc3b09a06da188e1ad21afadf6"
 dependencies = [
  "proc-macro2",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3046,12 +3043,12 @@ dependencies = [
  "log",
  "multimap",
  "once_cell",
- "petgraph",
+ "petgraph 0.7.1",
  "prettyplease",
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.100",
+ "syn 2.0.101",
  "tempfile",
 ]
 
@@ -3065,7 +3062,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3079,9 +3076,9 @@ dependencies = [
 
 [[package]]
 name = "psm"
-version = "0.1.25"
+version = "0.1.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f58e5423e24c18cc840e1c98370b3993c6649cd1678b4d24318bcf0a083cbe88"
+checksum = "6e944464ec8536cd1beb0bbfd96987eb5e3b72f2ecdafdc5c769a37f1fa2ae1f"
 dependencies = [
  "cc",
 ]
@@ -3097,9 +3094,9 @@ dependencies = [
 
 [[package]]
 name = "quick-xml"
-version = "0.37.4"
+version = "0.37.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4ce8c88de324ff838700f36fb6ab86c96df0e3c4ab6ef3a9b2044465cce1369"
+checksum = "331e97a1af0bf59823e6eadffe373d7b27f485be8748f71471c662c1f269b7fb"
 dependencies = [
  "memchr",
  "serde",
@@ -3147,9 +3144,9 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.11"
+version = "0.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "541d0f57c6ec747a90738a52741d3221f7960e8ac2f0ff4b1a63680e033b4ab5"
+checksum = "ee4e529991f949c5e25755532370b8af5d114acae52326361d68d47af64aa842"
 dependencies = [
  "cfg_aliases",
  "libc",
@@ -3270,14 +3267,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
 name = "redox_syscall"
-version = "0.5.11"
+version = "0.5.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2f103c6d277498fbceb16e84d317e2a400f160f46904d5f5410848c829511a3"
+checksum = "928fca9cf2aa042393a8325b9ead81d2f0df4cb12e1e24cef072922ccd99c5af"
 dependencies = [
  "bitflags 2.9.0",
 ]
@@ -3422,9 +3419,9 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "1.0.5"
+version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d97817398dd4bb2e6da002002db259209759911da105da92bec29ccb12cf58bf"
+checksum = "c71e83d6afe7ff64890ec6b71d6a69bb8a610ab78ce364b3352876bb4c801266"
 dependencies = [
  "bitflags 2.9.0",
  "errno",
@@ -3435,9 +3432,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.26"
+version = "0.23.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df51b5869f3a441595eac5e8ff14d486ff285f7b8c0df8770e49c3b56351f0f0"
+checksum = "730944ca083c1c233a75c09f199e973ca499344a2b7ba9e755c457e86fb4a321"
 dependencies = [
  "once_cell",
  "ring",
@@ -3470,18 +3467,19 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.11.0"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "917ce264624a4b4db1c364dcc35bfca9ded014d0a958cd47ad3e960e988ea51c"
+checksum = "229a4a4c221013e7e1f1a043678c5cc39fe5171437c88fb47151a21e6f5b5c79"
 dependencies = [
  "web-time",
+ "zeroize",
 ]
 
 [[package]]
 name = "rustls-webpki"
-version = "0.103.1"
+version = "0.103.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fef8b8769aaccf73098557a87cd1816b4f9c7c16811c9c77142aa695c16f2c03"
+checksum = "7149975849f1abb3832b246010ef62ccc80d3a76169517ada7188252b9cfb437"
 dependencies = [
  "ring",
  "rustls-pki-types",
@@ -3586,7 +3584,7 @@ checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3628,9 +3626,9 @@ dependencies = [
 
 [[package]]
 name = "sha2"
-version = "0.10.8"
+version = "0.10.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "793db75ad2bcafc3ffa7c68b215fee268f537982cd901d132f89c6343f3a3dc8"
+checksum = "a7507d819769d01a365ab707794a4084392c824f54a7a6a7862f8c3d0892b283"
 dependencies = [
  "cfg-if",
  "cpufeatures",
@@ -3711,7 +3709,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3722,9 +3720,9 @@ checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
 [[package]]
 name = "stacker"
-version = "0.1.20"
+version = "0.1.21"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "601f9201feb9b09c00266478bf459952b9ef9a6b94edb2f21eba14ab681a60a9"
+checksum = "cddb07e32ddb770749da91081d8d0ac3a16f1a569a18b20348cd371f5dead06b"
 dependencies = [
  "cc",
  "cfg-if",
@@ -3753,9 +3751,9 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "symbolic-common"
-version = "12.15.4"
+version = "12.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23eae23242dffa2e8e66c0e20f4ca1e28391f64e361db1e921a209c9bc70ec3a"
+checksum = "6a1150bdda9314f6cfeeea801c23f5593c6e6a6c72e64f67e48d723a12b8efdb"
 dependencies = [
  "debugid",
  "memmap2",
@@ -3765,9 +3763,9 @@ dependencies = [
 
 [[package]]
 name = "symbolic-demangle"
-version = "12.15.4"
+version = "12.15.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "153faacda0d58dc1eb3e8bbd5dab998041e95bd7f4ab2caeeadc89410617f144"
+checksum = "9f66537def48fbc704a92e4fdaab7833bc7cb2255faca8182592fb5fa617eb82"
 dependencies = [
  "cpp_demangle",
  "rustc-demangle",
@@ -3787,9 +3785,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.100"
+version = "2.0.101"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b09a44accad81e1ba1cd74a32461ba89dee89095ba17b32f5d03683b1b1fc2a0"
+checksum = "8ce2b7fc941b3a24138a0a7cf8e858bfc6a992e7978a068a5c760deb0ed43caf"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3807,13 +3805,13 @@ dependencies = [
 
 [[package]]
 name = "synstructure"
-version = "0.13.1"
+version = "0.13.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8af7666ab7b6390ab78131fb5b0fce11d6b7a6951602017c35fa82800708971"
+checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3825,7 +3823,7 @@ dependencies = [
  "fastrand",
  "getrandom 0.3.2",
  "once_cell",
- "rustix 1.0.5",
+ "rustix 1.0.7",
  "windows-sys 0.59.0",
 ]
 
@@ -3855,7 +3853,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3866,7 +3864,7 @@ checksum = "7f7cf42b4507d8ea322120659672cf1b9dbb93f8f2d4ecfd6e51350ff5b17a1d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -3967,9 +3965,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.44.2"
+version = "1.45.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6b88822cbe49de4185e3a4cbf8321dd487cf5fe0c5c65695fef6346371e9c48"
+checksum = "2513ca694ef9ede0fb23fe71a4ee4107cb102b9dc1930f6d0fd77aae068ae165"
 dependencies = [
  "backtrace",
  "bytes",
@@ -3990,7 +3988,7 @@ checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -4005,9 +4003,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.14"
+version = "0.7.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b9590b93e6fcc1739458317cccd391ad3955e2bde8913edf6f95f9e65a8f034"
+checksum = "66a539a9ad6d5d281510d5bd368c973d636c02dbf8a67300bfb6b950696ad7df"
 dependencies = [
  "bytes",
  "futures-core",
@@ -4062,7 +4060,7 @@ checksum = "395ae124c09f9e6918a2310af6038fba074bcf474ac352496d5910dd59a2226d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -4249,7 +4247,7 @@ dependencies = [
  "log",
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
  "wasm-bindgen-shared",
 ]
 
@@ -4284,7 +4282,7 @@ checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
@@ -4395,7 +4393,7 @@ checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -4406,7 +4404,7 @@ checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -4706,48 +4704,28 @@ checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.7.35"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0"
-dependencies = [
- "zerocopy-derive 0.7.35",
-]
-
-[[package]]
-name = "zerocopy"
-version = "0.8.24"
+version = "0.8.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2586fea28e186957ef732a5f8b3be2da217d65c5969d4b1e17f973ebbe876879"
+checksum = "a1702d9583232ddb9174e01bb7c15a2ab8fb1bc6f227aa1233858c351a3ba0cb"
 dependencies = [
- "zerocopy-derive 0.8.24",
-]
-
-[[package]]
-name = "zerocopy-derive"
-version = "0.7.35"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.100",
+ "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.24"
+version = "0.8.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a996a8f63c5c4448cd959ac1bab0aaa3306ccfd060472f85943ee0750f0169be"
+checksum = "28a6e20d751156648aa063f3800b706ee209a32c0b4d9f24be3d980b01be55ef"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
@@ -4767,7 +4745,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
  "synstructure",
 ]
 
@@ -4796,7 +4774,7 @@ checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.100",
+ "syn 2.0.101",
 ]
 
 [[package]]
diff --git a/native/Cargo.toml b/native/Cargo.toml
index c8cb6f0c8c..8a674b1216 100644
--- a/native/Cargo.toml
+++ b/native/Cargo.toml
@@ -34,11 +34,11 @@ edition = "2021"
 rust-version = "1.85"
 
 [workspace.dependencies]
-arrow = { version = "55.0.0", features = ["prettyprint", "ffi", "chrono-tz"] }
+arrow = { version = "55.1.0", features = ["prettyprint", "ffi", "chrono-tz"] }
 async-trait = { version = "0.1" }
 bytes = { version = "1.10.0" }
-parquet = { version = "55.0.0", default-features = false, features = ["experimental"] }
-datafusion = { version = "47.0.0", default-features = false, features = ["unicode_expressions", "crypto_expressions", "nested_expressions", "parquet"] }
+parquet = { version = "55.1.0", default-features = false, features = ["experimental"] }
+datafusion = { git = "https://github.com/apache/datafusion", rev = "efd9587", default-features = false, features = ["unicode_expressions", "crypto_expressions", "nested_expressions", "parquet"] }
 datafusion-comet-spark-expr = { path = "spark-expr" }
 datafusion-comet-proto = { path = "proto" }
 chrono = { version = "0.4", default-features = false, features = ["clock"] }
diff --git a/native/core/Cargo.toml b/native/core/Cargo.toml
index fa725cb74e..a598421d3b 100644
--- a/native/core/Cargo.toml
+++ b/native/core/Cargo.toml
@@ -81,7 +81,7 @@ jni = { version = "0.21", features = ["invocation"] }
 lazy_static = "1.4"
 assertables = "9"
 hex = "0.4.3"
-datafusion-functions-nested = { version = "47.0.0" }
+datafusion-functions-nested = { git = "https://github.com/apache/datafusion", rev = "efd9587" }
 
 [features]
 default = []
diff --git a/native/core/src/execution/operators/copy.rs b/native/core/src/execution/operators/copy.rs
index 8ae62b38c3..bafcd911a7 100644
--- a/native/core/src/execution/operators/copy.rs
+++ b/native/core/src/execution/operators/copy.rs
@@ -147,8 +147,8 @@ impl ExecutionPlan for CopyExec {
         )))
     }
 
-    fn statistics(&self) -> DataFusionResult<Statistics> {
-        self.input.statistics()
+    fn partition_statistics(&self, partition: Option<usize>) -> DataFusionResult<Statistics> {
+        self.input.partition_statistics(partition)
     }
 
     fn properties(&self) -> &PlanProperties {
diff --git a/native/core/src/execution/operators/filter.rs b/native/core/src/execution/operators/filter.rs
index 5f0c5d08b2..573287a088 100644
--- a/native/core/src/execution/operators/filter.rs
+++ b/native/core/src/execution/operators/filter.rs
@@ -166,7 +166,7 @@ impl FilterExec {
         predicate: &Arc<dyn PhysicalExpr>,
         default_selectivity: u8,
     ) -> Result<Statistics> {
-        let input_stats = input.statistics()?;
+        let input_stats = input.partition_statistics(None)?;
         let schema = input.schema();
         if !check_support(predicate, &schema) {
             let selectivity = default_selectivity as f64 / 100.0;
diff --git a/native/core/src/execution/planner.rs b/native/core/src/execution/planner.rs
index 2028b0ad5b..bb5879d9d0 100644
--- a/native/core/src/execution/planner.rs
+++ b/native/core/src/execution/planner.rs
@@ -78,7 +78,7 @@ use datafusion::common::{
 use datafusion::datasource::listing::PartitionedFile;
 use datafusion::logical_expr::type_coercion::other::get_coerce_type_for_case_expression;
 use datafusion::logical_expr::{
-    AggregateUDF, ReturnTypeArgs, WindowFrame, WindowFrameBound, WindowFrameUnits,
+    AggregateUDF, ReturnFieldArgs, WindowFrame, WindowFrameBound, WindowFrameUnits,
     WindowFunctionDefinition,
 };
 use datafusion::physical_expr::expressions::{Literal, StatsType};
@@ -886,7 +886,7 @@ impl PhysicalPlanner {
                     func_name,
                     fun_expr,
                     vec![left, right],
-                    data_type,
+                    Field::new(func_name, data_type, true),
                 )))
             }
             _ => Ok(Arc::new(BinaryExpr::new(left, op, right))),
@@ -2191,6 +2191,12 @@ impl PhysicalPlanner {
                         .coerce_types(&input_expr_types)
                         .unwrap_or_else(|_| input_expr_types.clone());
 
+                    let arg_fields = coerced_types
+                        .iter()
+                        .enumerate()
+                        .map(|(i, dt)| Field::new(format!("arg{i}"), dt.clone(), true))
+                        .collect::<Vec<_>>();
+
                     // TODO this should try and find scalar
                     let arguments = args
                         .iter()
@@ -2202,18 +2208,16 @@ impl PhysicalPlanner {
                         })
                         .collect::<Vec<_>>();
 
-                    let nullables = arguments.iter().map(|_| true).collect::<Vec<_>>();
-
-                    let args = ReturnTypeArgs {
-                        arg_types: &coerced_types,
+                    let args = ReturnFieldArgs {
+                        arg_fields: &arg_fields,
                         scalar_arguments: &arguments,
-                        nullables: &nullables,
                     };
 
                     let data_type = func
                         .inner()
-                        .return_type_from_args(args)?
-                        .return_type()
+                        .return_field_from_args(args)?
+                        .clone()
+                        .data_type()
                         .clone();
 
                     (data_type, coerced_types)
@@ -2246,7 +2250,7 @@ impl PhysicalPlanner {
             fun_name,
             fun_expr,
             args.to_vec(),
-            data_type,
+            Field::new(fun_name, data_type, true),
         ));
 
         Ok(scalar_expr)
diff --git a/native/core/src/execution/shuffle/shuffle_writer.rs b/native/core/src/execution/shuffle/shuffle_writer.rs
index e2619eed70..16e5516f48 100644
--- a/native/core/src/execution/shuffle/shuffle_writer.rs
+++ b/native/core/src/execution/shuffle/shuffle_writer.rs
@@ -141,7 +141,7 @@ impl ExecutionPlan for ShuffleWriterExec {
     }
 
     fn statistics(&self) -> Result<Statistics> {
-        self.input.statistics()
+        self.input.partition_statistics(None)
     }
 
     fn properties(&self) -> &PlanProperties {
diff --git a/native/core/src/parquet/parquet_exec.rs b/native/core/src/parquet/parquet_exec.rs
index fa7213fdfc..2fde38cdc9 100644
--- a/native/core/src/parquet/parquet_exec.rs
+++ b/native/core/src/parquet/parquet_exec.rs
@@ -78,8 +78,8 @@ pub(crate) fn init_datasource_exec(
             ))
         });
 
-        if let (Some(filter), Some(data_schema)) = (cnf_data_filters, &data_schema) {
-            parquet_source = parquet_source.with_predicate(Arc::clone(data_schema), filter);
+        if let Some(filter) = cnf_data_filters {
+            parquet_source = parquet_source.with_predicate(filter);
         }
     }
 
diff --git a/native/core/src/parquet/schema_adapter.rs b/native/core/src/parquet/schema_adapter.rs
index 238bda7fbf..456cc62e9b 100644
--- a/native/core/src/parquet/schema_adapter.rs
+++ b/native/core/src/parquet/schema_adapter.rs
@@ -20,6 +20,7 @@
 use crate::parquet::parquet_support::{spark_parquet_convert, SparkParquetOptions};
 use arrow::array::{new_null_array, RecordBatch, RecordBatchOptions};
 use arrow::datatypes::{Schema, SchemaRef};
+use datafusion::common::ColumnStatistics;
 use datafusion::datasource::schema_adapter::{SchemaAdapter, SchemaAdapterFactory, SchemaMapper};
 use datafusion::physical_plan::ColumnarValue;
 use std::sync::Arc;
@@ -226,6 +227,13 @@ impl SchemaMapper for SchemaMapping {
         let record_batch = RecordBatch::try_new_with_options(schema, cols, &options)?;
         Ok(record_batch)
     }
+
+    fn map_column_statistics(
+        &self,
+        _file_col_statistics: &[ColumnStatistics],
+    ) -> datafusion::common::Result<Vec<ColumnStatistics>> {
+        Ok(vec![])
+    }
 }
 
 #[cfg(test)]
diff --git a/native/spark-expr/src/conversion_funcs/cast.rs b/native/spark-expr/src/conversion_funcs/cast.rs
index 6142abf2b5..ba8433a366 100644
--- a/native/spark-expr/src/conversion_funcs/cast.rs
+++ b/native/spark-expr/src/conversion_funcs/cast.rs
@@ -38,7 +38,7 @@ use arrow::{
     record_batch::RecordBatch,
     util::display::FormatOptions,
 };
-use chrono::{NaiveDate, NaiveDateTime, TimeZone, Timelike};
+use chrono::{DateTime, NaiveDate, TimeZone, Timelike};
 use datafusion::common::{
     cast::as_generic_string_array, internal_err, Result as DataFusionResult, ScalarValue,
 };
@@ -2108,7 +2108,7 @@ fn date_parser(date_str: &str, eval_mode: EvalMode) -> SparkResult<Option<i32>>
     ) {
         Some(date) => {
             let duration_since_epoch = date
-                .signed_duration_since(NaiveDateTime::UNIX_EPOCH.date())
+                .signed_duration_since(DateTime::UNIX_EPOCH.naive_utc().date())
                 .num_days();
             Ok(Some(duration_since_epoch.to_i32().unwrap()))
         }
diff --git a/native/spark-expr/src/hash_funcs/sha2.rs b/native/spark-expr/src/hash_funcs/sha2.rs
index 5ed698d5a8..e58fe7775c 100644
--- a/native/spark-expr/src/hash_funcs/sha2.rs
+++ b/native/spark-expr/src/hash_funcs/sha2.rs
@@ -17,7 +17,7 @@
 
 use crate::math_funcs::hex::hex_strings;
 use arrow::array::{Array, StringArray};
-use arrow::datatypes::DataType;
+use arrow::datatypes::{DataType, Field};
 use datafusion::common::cast::as_binary_array;
 use datafusion::common::{exec_err, DataFusionError, ScalarValue};
 use datafusion::functions::crypto::{sha224, sha256, sha384, sha512};
@@ -55,10 +55,12 @@ fn wrap_digest_result_as_hex_string(
         ColumnarValue::Array(array) => array.len(),
         ColumnarValue::Scalar(_) => 1,
     };
+    let return_field = Field::new("foo", DataType::Utf8, false);
     let value = digest.invoke_with_args(ScalarFunctionArgs {
         args: args.into(),
+        arg_fields: vec![],
         number_rows: row_count,
-        return_type: &DataType::Utf8,
+        return_field: &return_field,
     })?;
     match value {
         ColumnarValue::Array(array) => {