diff --git a/Cargo.lock b/Cargo.lock
index 94550ec3d3..d8f5513b9a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -52,9 +52,8 @@ dependencies = [
 
 [[package]]
 name = "adbc_core"
-version = "0.20.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5b891479797b5588e320f7fd3caf15faba311cf8f8a76911195b6a3d55304eb"
+version = "0.21.0"
+source = "git+https://github.com/apache/arrow-adbc.git#d57cc5013f9e6a38f97c77c05149d9ee5669d46a"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -62,9 +61,8 @@ dependencies = [
 
 [[package]]
 name = "adbc_ffi"
-version = "0.20.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c30e0f28a8363a76a8ec802934223ea5811ea658308c7403c8beb9aa86fa808f"
+version = "0.21.0"
+source = "git+https://github.com/apache/arrow-adbc.git#d57cc5013f9e6a38f97c77c05149d9ee5669d46a"
 dependencies = [
  "adbc_core",
  "arrow-array",
@@ -86,12 +84,6 @@ version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
 
-[[package]]
-name = "adler32"
-version = "1.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae1277d39aeec15cb388266ecc24b11c80469deae6067e17a1a7aa9e5c1f234"
-
 [[package]]
 name = "ahash"
 version = "0.8.12"
@@ -209,19 +201,20 @@ checksum = "a23eb6b1614318a8071c9b2521f36b424b2c83db5eb3a0fead4a6c0809af6e61"
 
 [[package]]
 name = "apache-avro"
-version = "0.17.0"
+version = "0.20.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1aef82843a0ec9f8b19567445ad2421ceeb1d711514384bdd3d49fe37102ee13"
+checksum = "3a033b4ced7c585199fb78ef50fca7fe2f444369ec48080c5fd072efa1a03cc7"
 dependencies = [
  "bigdecimal",
- "bzip2 0.4.4",
+ "bon",
+ "bzip2 0.6.0",
  "crc32fast",
  "digest",
- "libflate",
  "log",
+ "miniz_oxide",
  "num-bigint",
  "quad-rand",
- "rand 0.8.5",
+ "rand 0.9.2",
  "regex-lite",
  "serde",
  "serde_bytes",
@@ -229,8 +222,7 @@ dependencies = [
  "snap",
  "strum",
  "strum_macros",
- "thiserror 1.0.69",
- "typed-builder",
+ "thiserror 2.0.17",
  "uuid",
  "xz2",
  "zstd",
@@ -259,9 +251,9 @@ 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",
@@ -280,9 +272,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30feb679425110209ae35c3fbf82404a39a4c0436bb3ec36164d8bffed2a4ce4"
+checksum = "ad08897b81588f60ba983e3ca39bda2b179bdd84dced378e7df81a5313802ef8"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -294,9 +286,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70732f04d285d49054a48b72c54f791bb3424abae92d27aafdf776c98af161c8"
+checksum = "8548ca7c070d8db9ce7aa43f37393e4bfcf3f2d3681df278490772fd1673d08d"
 dependencies = [
  "ahash",
  "arrow-buffer",
@@ -305,15 +297,15 @@ dependencies = [
  "chrono",
  "chrono-tz",
  "half",
- "hashbrown 0.15.5",
+ "hashbrown 0.16.0",
  "num",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "169b1d5d6cb390dd92ce582b06b23815c7953e9dfaaea75556e89d890d19993d"
+checksum = "e003216336f70446457e280807a73899dd822feaf02087d31febca1363e2fccc"
 dependencies = [
  "bytes",
  "half",
@@ -322,9 +314,9 @@ 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",
@@ -343,9 +335,9 @@ 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",
@@ -358,9 +350,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de1ce212d803199684b658fc4ba55fb2d7e87b213de5af415308d2fee3619c2"
+checksum = "a5c64fff1d142f833d78897a772f2e5b55b36cb3e6320376f0961ab0db7bd6d0"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -370,14 +362,15 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d9ea5967e8b2af39aff5d9de2197df16e305f47f404781d3230b2dc672da5d92"
+checksum = "1d3594dcddccc7f20fd069bc8e9828ce37220372680ff638c5e00dea427d88f5"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
+ "arrow-select",
  "flatbuffers",
  "lz4_flex",
  "zstd",
@@ -385,9 +378,9 @@ dependencies = [
 
 [[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",
@@ -407,9 +400,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6506e3a059e3be23023f587f79c82ef0bcf6d293587e3272d20f2d30b969b5a7"
+checksum = "3c8f82583eb4f8d84d4ee55fd1cb306720cddead7596edce95b50ee418edf66f"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -420,9 +413,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52bf7393166beaf79b4bed9bfdf19e97472af32ce5b6b48169d321518a08cae2"
+checksum = "9d07ba24522229d9085031df6b94605e0f4b26e099fb7cdeec37abd941a73753"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -433,9 +426,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "af7686986a3bf2254c9fb130c623cdcb2f8e1f15763e7c71c310f0834da3d292"
+checksum = "b3aa9e59c611ebc291c28582077ef25c97f1975383f1479b12f3b9ffee2ffabe"
 dependencies = [
  "bitflags",
  "serde",
@@ -444,9 +437,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-select"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd2b45757d6a2373faa3352d02ff5b54b098f5e21dccebc45a21806bc34501e5"
+checksum = "8c41dbbd1e97bfcaee4fcb30e29105fb2c75e4d82ae4de70b792a5d3f66b2e7a"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -458,9 +451,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "55.2.0"
+version = "56.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0377d532850babb4d927a06294314b316e23311503ed580ec6ce6a0158f49d40"
+checksum = "53f5183c150fbc619eede22b861ea7c0eebed8eaac0333eaa7f6da5205fd504d"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -1005,6 +998,31 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "bon"
+version = "3.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ebeb9aaf9329dff6ceb65c689ca3db33dbf15f324909c60e4e5eef5701ce31b1"
+dependencies = [
+ "bon-macros",
+ "rustversion",
+]
+
+[[package]]
+name = "bon-macros"
+version = "3.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "77e9d642a7e3a318e37c2c9427b5a6a48aa1ad55dcd986f3034ab2239045a645"
+dependencies = [
+ "darling 0.21.3",
+ "ident_case",
+ "prettyplease",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "brotli"
 version = "8.0.2"
@@ -1060,16 +1078,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "bzip2"
-version = "0.4.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
-dependencies = [
- "bzip2-sys",
- "libc",
-]
-
 [[package]]
 name = "bzip2"
 version = "0.5.2"
@@ -1329,15 +1337,6 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
-[[package]]
-name = "core2"
-version = "0.4.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b49ba7ef1ad6107f8824dbe97de947cbaac53c44e7f9756a1fba0d37c1eec505"
-dependencies = [
- "memchr",
-]
-
 [[package]]
 name = "core_extensions"
 version = "1.5.4"
@@ -1507,8 +1506,18 @@ version = "0.13.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a01d95850c592940db9b8194bc39f4bc0e89dee5c4265e4b1807c34a9aba453c"
 dependencies = [
- "darling_core",
- "darling_macro",
+ "darling_core 0.13.4",
+ "darling_macro 0.13.4",
+]
+
+[[package]]
+name = "darling"
+version = "0.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cdf337090841a411e2a7f3deb9187445851f91b309c0c0a29e05f74a00a48c0"
+dependencies = [
+ "darling_core 0.21.3",
+ "darling_macro 0.21.3",
 ]
 
 [[package]]
@@ -1525,22 +1534,41 @@ dependencies = [
  "syn 1.0.109",
 ]
 
+[[package]]
+name = "darling_core"
+version = "0.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1247195ecd7e3c85f83c8d2a366e4210d588e802133e1e355180a9870b517ea4"
+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim 0.11.1",
+ "syn 2.0.106",
+]
+
 [[package]]
 name = "darling_macro"
 version = "0.13.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c972679f83bdf9c42bd905396b6c3588a843a17f0f16dfcfa3e2c5d57441835"
 dependencies = [
- "darling_core",
+ "darling_core 0.13.4",
  "quote",
  "syn 1.0.109",
 ]
 
 [[package]]
-name = "dary_heap"
-version = "0.3.8"
+name = "darling_macro"
+version = "0.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06d2e3287df1c007e74221c49ca10a95d557349e54b3a75dc2fb14712c751f04"
+checksum = "d38308df82d1080de0afee5d069fa14b0326a88c14f15c5ccda35b4a6c414c81"
+dependencies = [
+ "darling_core 0.21.3",
+ "quote",
+ "syn 2.0.106",
+]
 
 [[package]]
 name = "dashmap"
@@ -1558,8 +1586,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc6759cf9ef57c5c469e4027ac4b4cfa746e06a0f5472c2b922b6a403c2a64c4"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -1587,6 +1616,7 @@ dependencies = [
  "datafusion-functions-window",
  "datafusion-optimizer",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-optimizer",
  "datafusion-physical-plan",
@@ -1594,7 +1624,6 @@ dependencies = [
  "datafusion-sql",
  "flate2",
  "futures",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -1613,8 +1642,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a1c48fc7e6d62590d45f7be7c531980b8ff091d1ab113a9ddf465bef41e4093"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1638,8 +1668,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-catalog-listing"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3db1266da115de3ab0b2669fc027d96cf0ff777deb3216d52c74b528446ccdd6"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1660,8 +1691,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad4eb2a48ca10fa1e1a487a28a5bf080e31efac2d4bf12bb7e92c2d9ea4f35e5"
 dependencies = [
  "ahash",
  "apache-avro",
@@ -1671,7 +1703,6 @@ dependencies = [
  "chrono",
  "half",
  "hashbrown 0.14.5",
- "hex",
  "indexmap",
  "libc",
  "log",
@@ -1686,8 +1717,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-common-runtime"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0422ee64d5791599c46b786063e695f7699fadd3a12ad25038cb3094d05886a"
 dependencies = [
  "futures",
  "log",
@@ -1696,8 +1728,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "904c2e1089b3ccf10786f2dae12bc560fda278e4194a8917c5844d2e8c212818"
 dependencies = [
  "arrow",
  "async-compression",
@@ -1710,6 +1743,7 @@ dependencies = [
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
+ "datafusion-physical-expr-adapter",
  "datafusion-physical-expr-common",
  "datafusion-physical-plan",
  "datafusion-session",
@@ -1731,8 +1765,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-avro"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a1c87828da05c4115935af3394b27499cd2bd91bcb846a928209650627bf7f93"
 dependencies = [
  "apache-avro",
  "arrow",
@@ -1755,8 +1790,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-csv"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8336a805c42ef4e359daaad142ddc53649f23c7e934c117d8516816afe6b7a3d"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1779,8 +1815,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-json"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c691b1565e245ea369bc8418b472a75ea84c2ad2deb61b1521cfa38319a9cd47"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1803,8 +1840,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-datasource-parquet"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f9f7576ceb5974c5f6874d7f2a5ebfeb58960a920da64017def849e0352fe2d8"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1817,13 +1855,13 @@ 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",
- "hex",
  "itertools 0.14.0",
  "log",
  "object_store",
@@ -1835,15 +1873,18 @@ dependencies = [
 
 [[package]]
 name = "datafusion-doc"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9dde7c10244f3657fc01eef8247c0b2b20eae4cf6439a0ebb27322f32026d6b8"
 
 [[package]]
 name = "datafusion-execution"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5143fc795cef959b6d5271b2e8f1120382fe929fc4bd027c7d7b993f5352ef7e"
 dependencies = [
  "arrow",
+ "async-trait",
  "dashmap",
  "datafusion-common",
  "datafusion-expr",
@@ -1858,8 +1899,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "63e826296bc5f5d0af3e39c1af473d4091ac6a152a5be2f80c256f0182938428"
 dependencies = [
  "arrow",
  "async-trait",
@@ -1879,8 +1921,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-expr-common"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9096732d0d8862d1950ca70324fe91f9dee3799eeb0db53ef452bdb573484db6"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -1891,8 +1934,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-ffi"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4bef25e2b86d9921f7a98b1a86bfb50cebe2fd97f3a9b96c85ce475e9ef78b0"
 dependencies = [
  "abi_stable",
  "arrow",
@@ -1912,8 +1956,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f362c78ac283e64fd3976e060c1a8a57d5f4dcf844a6b6bd2eb320640a1572e"
 dependencies = [
  "arrow",
  "arrow-buffer",
@@ -1940,8 +1985,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22e2a80a80145a796ae3f02eb724ac516178556aec864fe89f6ab3741a4cd249"
 dependencies = [
  "ahash",
  "arrow",
@@ -1960,8 +2006,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-aggregate-common"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d7dcca2fe7c33409e9ab3f950366aa4cba5db6175a09599fdb658ad9f2cc4296"
 dependencies = [
  "ahash",
  "arrow",
@@ -1972,8 +2019,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-nested"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1b298733377f3ec8c2868c75b5555b15396d9c13e36c5fda28e80feee34e3ed"
 dependencies = [
  "arrow",
  "arrow-ord",
@@ -1993,8 +2041,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-table"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2fa4a380ca362eb0fbd33093e8ca6b7a31057616c7e6ee999b87a4ad3c7c0b3f"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2008,8 +2057,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9068fc85b8e187c706427794d79bb7ee91132b6b192cb7b18e650a5f7c5c1340"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2025,8 +2075,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-functions-window-common"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2f80ec56e177d166269556649be817a382a374642872df4ca48cf9be3d09b3a"
 dependencies = [
  "datafusion-common",
  "datafusion-physical-expr-common",
@@ -2034,18 +2085,20 @@ dependencies = [
 
 [[package]]
 name = "datafusion-macros"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4868fe261ba01e462033eff141e90453b7630722cad6420fddd81ebb786f6e2"
 dependencies = [
- "datafusion-doc",
+ "datafusion-expr",
  "quote",
  "syn 2.0.106",
 ]
 
 [[package]]
 name = "datafusion-optimizer"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40ed8c51b5c37c057e5c7d5945ed807f1cecfba003bdb1a4c3036595dda287c7"
 dependencies = [
  "arrow",
  "chrono",
@@ -2063,8 +2116,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-expr"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f678f5734147446e1adbee63be4b244c8f0e9cbd5c41525004ace3730190d03e"
 dependencies = [
  "ahash",
  "arrow",
@@ -2078,14 +2132,31 @@ dependencies = [
  "indexmap",
  "itertools 0.14.0",
  "log",
+ "parking_lot",
  "paste",
  "petgraph",
 ]
 
+[[package]]
+name = "datafusion-physical-expr-adapter"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "086877d4eca538e9cd1f28b917db0036efe0ad8b4fb7c702f520510672032c8d"
+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 = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5c5d17f6a4f28f9849ee3449bb9b83406a718e4275c218bf37ca247ee123779"
 dependencies = [
  "ahash",
  "arrow",
@@ -2097,8 +2168,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-optimizer"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ab9fb8b3fba2634d444e0177862797dc1231e0e20bc4db291a15d39c0d4136c3"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2116,8 +2188,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-physical-plan"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5086cb2e579270173ff0eb38d60ba2a081f1d422a743fa673f6096920950eb5"
 dependencies = [
  "ahash",
  "arrow",
@@ -2129,6 +2202,7 @@ dependencies = [
  "datafusion-common-runtime",
  "datafusion-execution",
  "datafusion-expr",
+ "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
@@ -2145,8 +2219,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-proto"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87c686bfd29ec5362fe229247ef03a0beb063b50e307bf72d0f1a80b9d90f8b8"
 dependencies = [
  "arrow",
  "chrono",
@@ -2160,8 +2235,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-proto-common"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1972d37680d48d4f6167b535e0a23ea9f814a21e1359d0bd5c30d1345b95aef9"
 dependencies = [
  "arrow",
  "datafusion-common",
@@ -2170,8 +2246,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-pruning"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f84b866d906118c320459f30385048aeedbe36ac06973d3e4fa0cc5d60d722c"
 dependencies = [
  "arrow",
  "arrow-schema",
@@ -2187,8 +2264,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-session"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3820062b9dd2846954eeb844ff9fe3662977b7d2d74947647c779fabfa502508"
 dependencies = [
  "arrow",
  "async-trait",
@@ -2210,8 +2288,9 @@ dependencies = [
 
 [[package]]
 name = "datafusion-sql"
-version = "49.0.2"
-source = "git+https://github.com/paleolimbot/datafusion.git?branch=local-49-with-patch#697caabb6da842f6a561b0bebdd7847eef311153"
+version = "50.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "375232baa851b2e9d09fcbe8906141a0ec6e0e058addc5565e0d3d790bb9d51d"
 dependencies = [
  "arrow",
  "bigdecimal",
@@ -2278,9 +2357,9 @@ dependencies = [
 
 [[package]]
 name = "document-features"
-version = "0.2.11"
+version = "0.2.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95249b50c6c185bee49034bcb378a49dc2b5dff0be90ff6616d31d64febab05d"
+checksum = "d4b8a88685455ed29a21542a33abd9cb6510b6b129abadabdcef0f4c55bc8f61"
 dependencies = [
  "litrs",
 ]
@@ -3370,30 +3449,6 @@ version = "0.2.176"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "58f929b4d672ea937a23a1ab494143d968337a5f47e56d0815df1e0890ddf174"
 
-[[package]]
-name = "libflate"
-version = "2.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "45d9dfdc14ea4ef0900c1cddbc8dcd553fbaacd8a4a282cf4018ae9dd04fb21e"
-dependencies = [
- "adler32",
- "core2",
- "crc32fast",
- "dary_heap",
- "libflate_lz77",
-]
-
-[[package]]
-name = "libflate_lz77"
-version = "2.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e6e0d73b369f386f1c44abd9c570d5318f55ccde816ff4b562fa452e5182863d"
-dependencies = [
- "core2",
- "hashbrown 0.14.5",
- "rle-decode-fast",
-]
-
 [[package]]
 name = "libloading"
 version = "0.7.4"
@@ -3483,9 +3538,9 @@ checksum = "241eaef5fd12c88705a01fc1066c48c4b36e0dd4377dcdc7ec3942cea7a69956"
 
 [[package]]
 name = "litrs"
-version = "0.4.2"
+version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f5e54036fe321fd421e10d732f155734c4e4afd610dd556d9a82833ab3ee0bed"
+checksum = "11d3d7f243d5c5a8b9bb5d6dd2b1602c0cb0b9db1621bafc7ed66e35ff9fe092"
 
 [[package]]
 name = "lock_api"
@@ -3848,9 +3903,9 @@ 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",
@@ -4493,12 +4548,6 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
-[[package]]
-name = "rle-decode-fast"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3582f63211428f83597b51b2ddb88e2a91a9d52d12831f9d08f5e624e8977422"
-
 [[package]]
 name = "robust"
 version = "1.2.0"
@@ -4995,6 +5044,7 @@ dependencies = [
  "datafusion",
  "datafusion-catalog",
  "datafusion-common",
+ "datafusion-datasource-parquet",
  "datafusion-execution",
  "datafusion-expr",
  "datafusion-physical-expr",
@@ -5329,7 +5379,7 @@ version = "1.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e182d6ec6f05393cc0e5ed1bf81ad6db3a8feedf8ee515ecdd369809bcce8082"
 dependencies = [
- "darling",
+ "darling 0.13.4",
  "proc-macro2",
  "quote",
  "syn 1.0.109",
@@ -5421,9 +5471,9 @@ 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",
@@ -5474,20 +5524,19 @@ checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
 
 [[package]]
 name = "strum"
-version = "0.26.3"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8fec0f0aef304996cf250b31b5a10dee7980c85da9d759361292b8bca5a18f06"
+checksum = "af23d6f6c1a224baef9d3f61e287d2761385a5b88fdab4eb4c6f11aeb54c4bcf"
 
 [[package]]
 name = "strum_macros"
-version = "0.26.4"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c6bee85a5a24955dc440386795aa378cd9cf82acd5f764469152d2270e581be"
+checksum = "7695ce3845ea4b33927c055a39dc438a45b059f7c1b3d91d38d10355fb8cbca7"
 dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "rustversion",
  "syn 2.0.106",
 ]
 
@@ -5896,26 +5945,6 @@ version = "2.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a"
 
-[[package]]
-name = "typed-builder"
-version = "0.19.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a06fbd5b8de54c5f7c91f6fe4cebb949be2125d7758e630bb58b1d831dbce600"
-dependencies = [
- "typed-builder-macro",
-]
-
-[[package]]
-name = "typed-builder-macro"
-version = "0.19.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9534daa9fd3ed0bd911d462a37f172228077e7abf18c18a5f67199d959205f8"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.106",
-]
-
 [[package]]
 name = "typenum"
 version = "1.19.0"
diff --git a/Cargo.toml b/Cargo.toml
index f314e53917..84b19f58db 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -56,30 +56,31 @@ rust-version = "1.82"
 [workspace.dependencies]
 approx = "0.5"
 abi_stable = "0.11.3"
-adbc_core = "0.20.0"
-adbc_ffi = "0.20.0"
+adbc_core = ">=0.20.0"
+adbc_ffi = ">=0.20.0"
 lru = "0.12"
-arrow = { version = "55.1.0", features = ["prettyprint", "ffi", "chrono-tz"] }
-arrow-array = { version = "55.1.0" }
-arrow-cast = { version = "55.1.0" }
-arrow-data = { version = "55.1.0" }
-arrow-json = { version = "55.1.0" }
-arrow-schema = { version = "55.1.0" }
+arrow = { version = "56.0.0", features = ["prettyprint", "ffi", "chrono-tz"] }
+arrow-array = { version = "56.0.0" }
+arrow-cast = { version = "56.0.0" }
+arrow-data = { version = "56.0.0" }
+arrow-json = { version = "56.0.0" }
+arrow-schema = { version = "56.0.0" }
 async-trait = { version = "0.1.87" }
 bytes = "1.10"
 byteorder = "1"
 chrono = { version = "0.4.38", default-features = false }
-comfy-table = { version = "7.0" }
+comfy-table = { version = "7.1.4" }
 criterion = { version = "0.5", features = ["html_reports"] }
-datafusion = { version = "49.0.0", default-features = false }
-datafusion-catalog = { version = "49.0.0" }
-datafusion-common = { version = "49.0.0", default-features = false }
-datafusion-common-runtime = { version = "49.0.0", default-features = false }
-datafusion-execution = { version = "49.0.0", default-features = false }
-datafusion-expr = { version = "49.0.0" }
-datafusion-ffi = {  version = "49.0.0" }
-datafusion-physical-expr = { version = "49.0.0" }
-datafusion-physical-plan = { version = "49.0.0" }
+datafusion = { version = "50.2.0", default-features = false }
+datafusion-catalog = { version = "50.2.0" }
+datafusion-common = { version = "50.2.0", default-features = false }
+datafusion-common-runtime = { version = "50.2.0", default-features = false }
+datafusion-datasource-parquet = { version = "50.2.0" }
+datafusion-execution = { version = "50.2.0", default-features = false }
+datafusion-expr = { version = "50.2.0" }
+datafusion-ffi = {  version = "50.2.0" }
+datafusion-physical-expr = { version = "50.2.0" }
+datafusion-physical-plan = { version = "50.2.0" }
 dirs = "6.0.0"
 env_logger = "0.11"
 futures = { version = "0.3" }
@@ -102,7 +103,7 @@ wkb = "0.9.1"
 wkt = "0.14.0"
 
 parking_lot = "0.12"
-parquet = { version = "55.1.0", default-features = false, features = [
+parquet = { version = "56.0.0", default-features = false, features = [
     "arrow",
     "async",
     "object_store",
@@ -119,16 +120,9 @@ tokio = { version = "1.44" }
 url = "2.5.4"
 
 [patch.crates-io]
-# For R package build on Windows (can be removed when we upgrade to DataFusion main/51.0.0)
-datafusion = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion" }
-datafusion-catalog = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-catalog" }
-datafusion-common = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-common" }
-datafusion-common-runtime = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-common-runtime" }
-datafusion-execution = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-execution" }
-datafusion-expr = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-expr" }
-datafusion-ffi = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-ffi" }
-datafusion-physical-expr = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-physical-expr" }
-datafusion-physical-plan = { git = "https://github.com/paleolimbot/datafusion.git", branch = "local-49-with-patch", package = "datafusion-physical-plan" }
+# Use main branch of arrow-adbc which supports Arrow 56.x (remove when 0.21.0 is released)
+adbc_core = { git = "https://github.com/apache/arrow-adbc.git", package = "adbc_core" }
+adbc_ffi = { git = "https://github.com/apache/arrow-adbc.git", package = "adbc_ffi" }
 
 # TODO: remove them once changes we made to geo-index and wkb crates are merged to upstream and released
 geo-index = { git = "https://github.com/wherobots/geo-index.git", branch = "main" }
diff --git a/c/sedona-proj/src/st_transform.rs b/c/sedona-proj/src/st_transform.rs
index 51a268245b..97f0781cf6 100644
--- a/c/sedona-proj/src/st_transform.rs
+++ b/c/sedona-proj/src/st_transform.rs
@@ -331,6 +331,7 @@ mod tests {
     use super::*;
     use arrow_array::ArrayRef;
     use arrow_schema::{DataType, Field};
+    use datafusion_common::config::ConfigOptions;
     use datafusion_expr::{ColumnarValue, ReturnFieldArgs, ScalarFunctionArgs, ScalarUDFImpl};
     use rstest::rstest;
     use sedona_expr::scalar_udf::SedonaScalarUDF;
@@ -608,6 +609,7 @@ mod tests {
             arg_fields: arg_fields.to_vec(),
             number_rows: row_count,
             return_field,
+            config_options: Arc::new(ConfigOptions::default()),
         };
 
         let value = udf.invoke_with_args(args)?;
diff --git a/python/sedonadb/python/sedonadb/dataframe.py b/python/sedonadb/python/sedonadb/dataframe.py
index d1c3288bf6..f1b641b971 100644
--- a/python/sedonadb/python/sedonadb/dataframe.py
+++ b/python/sedonadb/python/sedonadb/dataframe.py
@@ -441,7 +441,7 @@ def explain(
             │      utf8     ┆               utf8              │
             ╞═══════════════╪═════════════════════════════════╡
             │ logical_plan  ┆ Projection: Int64(1) AS one     │
-            │               ┆   EmptyRelation                 │
+            │               ┆   EmptyRelation: rows=1         │
             ├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
             │ physical_plan ┆ ProjectionExec: expr=[1 as one] │
             │               ┆   PlaceholderRowExec            │
diff --git a/python/sedonadb/tests/test_dataframe.py b/python/sedonadb/tests/test_dataframe.py
index acf27ecd3f..bb3ca7828e 100644
--- a/python/sedonadb/tests/test_dataframe.py
+++ b/python/sedonadb/tests/test_dataframe.py
@@ -444,7 +444,7 @@ def test_show_explained(con, capsys):
 │      utf8     ┆               utf8              │
 ╞═══════════════╪═════════════════════════════════╡
 │ logical_plan  ┆ Projection: Int64(1) AS one     │
-│               ┆   EmptyRelation                 │
+│               ┆   EmptyRelation: rows=1         │
 ├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
 │ physical_plan ┆ ProjectionExec: expr=[1 as one] │
 │               ┆   PlaceholderRowExec            │
@@ -462,7 +462,7 @@ def test_explain(con, capsys):
 │      utf8     ┆               utf8              │
 ╞═══════════════╪═════════════════════════════════╡
 │ logical_plan  ┆ Projection: Int64(1) AS one     │
-│               ┆   EmptyRelation                 │
+│               ┆   EmptyRelation: rows=1         │
 ├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
 │ physical_plan ┆ ProjectionExec: expr=[1 as one] │
 │               ┆   PlaceholderRowExec            │
diff --git a/rust/sedona-expr/src/aggregate_udf.rs b/rust/sedona-expr/src/aggregate_udf.rs
index 9d04b5f726..3ec999d00a 100644
--- a/rust/sedona-expr/src/aggregate_udf.rs
+++ b/rust/sedona-expr/src/aggregate_udf.rs
@@ -41,6 +41,20 @@ pub struct SedonaAggregateUDF {
     documentation: Option<Documentation>,
 }
 
+impl PartialEq for SedonaAggregateUDF {
+    fn eq(&self, other: &Self) -> bool {
+        self.name == other.name
+    }
+}
+
+impl Eq for SedonaAggregateUDF {}
+
+impl std::hash::Hash for SedonaAggregateUDF {
+    fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
+        self.name.hash(state);
+    }
+}
+
 impl SedonaAggregateUDF {
     /// Create a new SedonaAggregateUDF
     pub fn new(
diff --git a/rust/sedona-expr/src/scalar_udf.rs b/rust/sedona-expr/src/scalar_udf.rs
index 7f4c187d52..225d0d926b 100644
--- a/rust/sedona-expr/src/scalar_udf.rs
+++ b/rust/sedona-expr/src/scalar_udf.rs
@@ -41,6 +41,20 @@ pub struct SedonaScalarUDF {
     aliases: Vec<String>,
 }
 
+impl PartialEq for SedonaScalarUDF {
+    fn eq(&self, other: &Self) -> bool {
+        self.name == other.name
+    }
+}
+
+impl Eq for SedonaScalarUDF {}
+
+impl std::hash::Hash for SedonaScalarUDF {
+    fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
+        self.name.hash(state);
+    }
+}
+
 /// User-defined function implementation
 ///
 /// A `SedonaScalarUdf` is comprised of one or more kernels, to which it dispatches
diff --git a/rust/sedona-expr/src/spatial_filter.rs b/rust/sedona-expr/src/spatial_filter.rs
index 246362b401..83e314eb8c 100644
--- a/rust/sedona-expr/src/spatial_filter.rs
+++ b/rust/sedona-expr/src/spatial_filter.rs
@@ -402,6 +402,7 @@ fn parse_args(args: &[Arc<dyn PhysicalExpr>]) -> Vec<ArgRef<'_>> {
 #[cfg(test)]
 mod test {
     use arrow_schema::{DataType, Field};
+    use datafusion_common::config::ConfigOptions;
     use datafusion_expr::{ScalarUDF, Signature, SimpleScalarUDF, Volatility};
     use rstest::rstest;
     use sedona_geometry::{bounding_box::BoundingBox, interval::Interval};
@@ -589,6 +590,7 @@ mod test {
             Arc::new(unrelated),
             vec![],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         assert!(matches!(
             SpatialFilter::try_from_expr(&expr_no_args).unwrap(),
@@ -614,6 +616,7 @@ mod test {
             Arc::new(func.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(
@@ -627,6 +630,7 @@ mod test {
             Arc::new(func),
             vec![literal.clone(), column.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&expr_reversed).unwrap();
         assert!(
@@ -651,6 +655,7 @@ mod test {
             Arc::new(func.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(
@@ -664,6 +669,7 @@ mod test {
             Arc::new(func),
             vec![literal.clone(), column.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&expr_reversed).unwrap();
         assert!(
@@ -690,6 +696,7 @@ mod test {
             Arc::new(func.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(
@@ -703,6 +710,7 @@ mod test {
             Arc::new(func),
             vec![literal.clone(), column.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&expr_reversed).unwrap();
         assert!(
@@ -730,6 +738,7 @@ mod test {
             Arc::new(func.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(
@@ -744,6 +753,7 @@ mod test {
             Arc::new(func),
             vec![literal.clone(), column.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&expr_reversed).unwrap();
         assert!(
@@ -770,6 +780,7 @@ mod test {
             Arc::new(st_dwithin.clone()),
             vec![column.clone(), literal.clone(), distance_literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&dwithin_expr).unwrap();
         assert!(
@@ -783,6 +794,7 @@ mod test {
             Arc::new(st_dwithin),
             vec![literal.clone(), column.clone(), distance_literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&dwithin_expr_reversed).unwrap();
         assert!(
@@ -797,6 +809,7 @@ mod test {
             Arc::new(st_distance.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let comparison_expr: Arc<dyn PhysicalExpr> = Arc::new(BinaryExpr::new(
             distance_expr.clone(),
@@ -830,6 +843,7 @@ mod test {
             Arc::new(st_dwithin.clone()),
             vec![column.clone(), literal.clone(), negative_distance],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&dwithin_expr).unwrap();
         assert!(
@@ -845,6 +859,7 @@ mod test {
             Arc::new(st_dwithin),
             vec![column.clone(), literal.clone(), nan_distance],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_nan = SpatialFilter::try_from_expr(&dwithin_expr_nan).unwrap();
         assert!(
@@ -878,6 +893,7 @@ mod test {
             Arc::new(st_intersects.clone()),
             vec![],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         assert!(SpatialFilter::try_from_expr(&expr_no_args)
             .unwrap_err()
@@ -890,6 +906,7 @@ mod test {
             Arc::new(st_intersects.clone()),
             vec![literal.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         assert!(matches!(
             SpatialFilter::try_from_expr(&expr_wrong_types).unwrap(),
@@ -926,6 +943,7 @@ mod test {
             Arc::new(func.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(
@@ -952,6 +970,7 @@ mod test {
             Arc::new(st_dwithin.clone()),
             vec![column.clone(), literal.clone(), distance_literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&dwithin_expr).unwrap();
         assert!(
@@ -965,6 +984,7 @@ mod test {
             Arc::new(st_dwithin),
             vec![literal.clone(), column.clone(), distance_literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate_reversed = SpatialFilter::try_from_expr(&dwithin_expr_reversed).unwrap();
         assert!(
@@ -979,6 +999,7 @@ mod test {
             Arc::new(st_distance.clone()),
             vec![column.clone(), literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let comparison_expr: Arc<dyn PhysicalExpr> = Arc::new(BinaryExpr::new(
             distance_expr.clone(),
@@ -1014,6 +1035,7 @@ mod test {
             Arc::new(has_z.clone()),
             vec![column.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         let predicate = SpatialFilter::try_from_expr(&expr).unwrap();
         assert!(matches!(predicate, SpatialFilter::HasZ(_)));
@@ -1029,6 +1051,7 @@ mod test {
             Arc::new(has_z.clone()),
             vec![],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         assert!(SpatialFilter::try_from_expr(&expr_no_args)
             .unwrap_err()
@@ -1041,6 +1064,7 @@ mod test {
             Arc::new(has_z.clone()),
             vec![literal.clone()],
             Arc::new(Field::new("", DataType::Boolean, true)),
+            Arc::new(ConfigOptions::default()),
         ));
         assert!(matches!(
             SpatialFilter::try_from_expr(&expr_wrong_types).unwrap(),
diff --git a/rust/sedona-functions/src/st_setsrid.rs b/rust/sedona-functions/src/st_setsrid.rs
index 007b21b82a..68d916eb40 100644
--- a/rust/sedona-functions/src/st_setsrid.rs
+++ b/rust/sedona-functions/src/st_setsrid.rs
@@ -232,6 +232,7 @@ mod test {
     use std::rc::Rc;
 
     use arrow_schema::Field;
+    use datafusion_common::config::ConfigOptions;
     use datafusion_expr::{ReturnFieldArgs, ScalarFunctionArgs, ScalarUDF};
     use sedona_geometry::{error::SedonaGeometryError, transform::CrsTransform};
     use sedona_schema::{
@@ -374,6 +375,7 @@ mod test {
             arg_fields,
             number_rows: 1,
             return_field,
+            config_options: Arc::new(ConfigOptions::default()),
         };
 
         let value = udf.invoke_with_args(args)?;
diff --git a/rust/sedona-geoparquet/Cargo.toml b/rust/sedona-geoparquet/Cargo.toml
index 0a5110f37e..cba3bd52cc 100644
--- a/rust/sedona-geoparquet/Cargo.toml
+++ b/rust/sedona-geoparquet/Cargo.toml
@@ -46,6 +46,7 @@ chrono = { workspace = true }
 datafusion = { workspace = true, features = ["parquet"] }
 datafusion-catalog = { workspace = true }
 datafusion-common = { workspace = true }
+datafusion-datasource-parquet = { workspace = true }
 datafusion-execution = { workspace = true }
 datafusion-expr = { workspace = true }
 datafusion-physical-expr = { workspace = true }
diff --git a/rust/sedona-geoparquet/src/file_opener.rs b/rust/sedona-geoparquet/src/file_opener.rs
index a71c95454c..183fe0a847 100644
--- a/rust/sedona-geoparquet/src/file_opener.rs
+++ b/rust/sedona-geoparquet/src/file_opener.rs
@@ -18,11 +18,11 @@ use std::{collections::HashMap, sync::Arc};
 
 use arrow_schema::SchemaRef;
 use datafusion::datasource::{
-    file_format::parquet::fetch_parquet_metadata,
     listing::PartitionedFile,
     physical_plan::{parquet::ParquetAccessPlan, FileMeta, FileOpenFuture, FileOpener},
 };
 use datafusion_common::Result;
+use datafusion_datasource_parquet::metadata::DFParquetMetadata;
 use datafusion_physical_expr::PhysicalExpr;
 use datafusion_physical_plan::metrics::{Count, ExecutionPlanMetricsSet, MetricBuilder};
 use object_store::ObjectStore;
@@ -113,13 +113,11 @@ impl FileOpener for GeoParquetFileOpener {
         let self_clone = self.clone();
 
         Ok(Box::pin(async move {
-            let parquet_metadata = fetch_parquet_metadata(
-                &self_clone.object_store,
-                &file_meta.object_meta,
-                self_clone.metadata_size_hint,
-                None,
-            )
-            .await?;
+            let parquet_metadata =
+                DFParquetMetadata::new(&self_clone.object_store, &file_meta.object_meta)
+                    .with_metadata_size_hint(self_clone.metadata_size_hint)
+                    .fetch_metadata()
+                    .await?;
 
             let mut access_plan = ParquetAccessPlan::new_all(parquet_metadata.num_row_groups());
 
diff --git a/rust/sedona-geoparquet/src/format.rs b/rust/sedona-geoparquet/src/format.rs
index 8ff87177f0..75eafb9d78 100644
--- a/rust/sedona-geoparquet/src/format.rs
+++ b/rust/sedona-geoparquet/src/format.rs
@@ -24,7 +24,7 @@ use datafusion::{
     datasource::{
         file_format::{
             file_compression_type::FileCompressionType,
-            parquet::{fetch_parquet_metadata, ParquetFormat, ParquetFormatFactory},
+            parquet::{ParquetFormat, ParquetFormatFactory},
             FileFormat, FileFormatFactory,
         },
         physical_plan::{
@@ -34,6 +34,7 @@ use datafusion::{
 };
 use datafusion_catalog::{memory::DataSourceExec, Session};
 use datafusion_common::{plan_err, GetExt, Result, Statistics};
+use datafusion_datasource_parquet::metadata::DFParquetMetadata;
 use datafusion_physical_expr::{LexRequirement, PhysicalExpr};
 use datafusion_physical_plan::{
     filter_pushdown::FilterPushdownPropagation, metrics::ExecutionPlanMetricsSet, ExecutionPlan,
@@ -182,13 +183,11 @@ impl FileFormat for GeoParquetFormat {
         // copy more ParquetFormat code. It may be that caching at the object
         // store level is the way to go here.
         let metadatas: Vec<_> = futures::stream::iter(objects)
-            .map(|object| {
-                fetch_parquet_metadata(
-                    store.as_ref(),
-                    object,
-                    self.inner().metadata_size_hint(),
-                    None,
-                )
+            .map(|object| async move {
+                DFParquetMetadata::new(store.as_ref(), object)
+                    .with_metadata_size_hint(self.inner().metadata_size_hint())
+                    .fetch_metadata()
+                    .await
             })
             .boxed() // Workaround https://github.com/rust-lang/rust/issues/64552
             .buffered(state.config_options().execution.meta_fetch_concurrency)
diff --git a/rust/sedona-geoparquet/src/writer.rs b/rust/sedona-geoparquet/src/writer.rs
index ef741e1d8b..2b2ec9a4f6 100644
--- a/rust/sedona-geoparquet/src/writer.rs
+++ b/rust/sedona-geoparquet/src/writer.rs
@@ -28,7 +28,9 @@ use datafusion::{
         file_format::parquet::ParquetSink, physical_plan::FileSinkConfig, sink::DataSinkExec,
     },
 };
-use datafusion_common::{exec_datafusion_err, exec_err, not_impl_err, DataFusionError, Result};
+use datafusion_common::{
+    config::ConfigOptions, exec_datafusion_err, exec_err, not_impl_err, DataFusionError, Result,
+};
 use datafusion_expr::{dml::InsertOp, ColumnarValue, ScalarUDF, Volatility};
 use datafusion_physical_expr::{
     expressions::Column, LexRequirement, PhysicalExpr, ScalarFunctionExpr,
@@ -225,11 +227,14 @@ fn project_bboxes(
             column.return_field(&input_schema)?.as_ref(),
         )?) {
             let bbox_field_name = bbox_column_name(f.name());
+            // TODO: Pipe actual ConfigOptions from session instead of using defaults
+            // See: https://github.com/apache/sedona-db/issues/248
             let expr = Arc::new(ScalarFunctionExpr::new(
                 bbox_udf_name,
                 bbox_udf.clone(),
                 vec![column],
                 Arc::new(Field::new("", bbox_type(), true)),
+                Arc::new(ConfigOptions::default()),
             ));
 
             bbox_exprs.insert(i, (expr, bbox_field_name.clone()));
diff --git a/rust/sedona-schema/src/schema.rs b/rust/sedona-schema/src/schema.rs
index c3732c2696..9ce1d3a40f 100644
--- a/rust/sedona-schema/src/schema.rs
+++ b/rust/sedona-schema/src/schema.rs
@@ -41,15 +41,18 @@ pub trait SedonaSchema {
 
 impl SedonaSchema for DFSchema {
     fn sedona_types(&self) -> impl ExactSizeIterator<Item = Result<SedonaType>> {
-        self.as_arrow().sedona_types()
+        let arrow_schema = self.as_arrow();
+        <Schema as SedonaSchema>::sedona_types(arrow_schema)
     }
 
     fn geometry_column_indices(&self) -> Result<Vec<usize>> {
-        self.as_arrow().geometry_column_indices()
+        let arrow_schema = self.as_arrow();
+        <Schema as SedonaSchema>::geometry_column_indices(arrow_schema)
     }
 
     fn primary_geometry_column_index(&self) -> Result<Option<usize>> {
-        self.as_arrow().primary_geometry_column_index()
+        let arrow_schema = self.as_arrow();
+        <Schema as SedonaSchema>::primary_geometry_column_index(arrow_schema)
     }
 }
 
diff --git a/rust/sedona-spatial-join/src/optimizer.rs b/rust/sedona-spatial-join/src/optimizer.rs
index e996906c96..bd01821b1e 100644
--- a/rust/sedona-spatial-join/src/optimizer.rs
+++ b/rust/sedona-spatial-join/src/optimizer.rs
@@ -133,7 +133,8 @@ impl OptimizerRule for SpatialJoinOptimizer {
         plan: LogicalPlan,
         config: &dyn OptimizerConfig,
     ) -> Result<Transformed<LogicalPlan>> {
-        let Some(extension) = config.options().extensions.get::<SedonaOptions>() else {
+        let options = config.options();
+        let Some(extension) = options.extensions.get::<SedonaOptions>() else {
             return Ok(Transformed::no(plan));
         };
         if !extension.spatial_join.enable {
@@ -1161,11 +1162,14 @@ mod tests {
     ) -> Arc<ScalarFunctionExpr> {
         let return_type = udf.return_type(&[]).unwrap();
         let field = Arc::new(arrow::datatypes::Field::new("result", return_type, false));
+        // TODO: Pipe actual ConfigOptions from session instead of using defaults
+        // See: https://github.com/apache/sedona-db/issues/248
         Arc::new(ScalarFunctionExpr::new(
             udf.name(),
             Arc::clone(&udf),
             args,
             field,
+            Arc::new(ConfigOptions::default()),
         ))
     }
 
diff --git a/rust/sedona-testing/src/testers.rs b/rust/sedona-testing/src/testers.rs
index a97bbeee7a..b6580a0e75 100644
--- a/rust/sedona-testing/src/testers.rs
+++ b/rust/sedona-testing/src/testers.rs
@@ -18,7 +18,7 @@ use std::{iter::zip, sync::Arc};
 
 use arrow_array::{ArrayRef, RecordBatch};
 use arrow_schema::{FieldRef, Schema};
-use datafusion_common::{Result, ScalarValue};
+use datafusion_common::{config::ConfigOptions, Result, ScalarValue};
 use datafusion_expr::{
     function::{AccumulatorArgs, StateFieldsArgs},
     Accumulator, AggregateUDF, ColumnarValue, Expr, Literal, ReturnFieldArgs, ScalarFunctionArgs,
@@ -404,6 +404,9 @@ impl ScalarUdfTester {
             arg_fields: self.arg_fields(),
             number_rows,
             return_field: self.return_type()?.to_storage_field("", true)?.into(),
+            // TODO: Consider piping actual ConfigOptions for more realistic testing
+            // See: https://github.com/apache/sedona-db/issues/248
+            config_options: Arc::new(ConfigOptions::default()),
         };
 
         self.udf.invoke_with_args(args)
diff --git a/rust/sedona/src/context.rs b/rust/sedona/src/context.rs
index ded65aa486..744dca22bd 100644
--- a/rust/sedona/src/context.rs
+++ b/rust/sedona/src/context.rs
@@ -539,7 +539,7 @@ mod tests {
                     "|   plan_type   |               plan              |",
                     "+---------------+---------------------------------+",
                     "| logical_plan  | Projection: Int64(1) AS one     |",
-                    "|               |   EmptyRelation                 |",
+                    "|               |   EmptyRelation: rows=1         |",
                     "| physical_plan | ProjectionExec: expr=[1 as one] |",
                     "|               |   PlaceholderRowExec            |",
                     "|               |                                 |",
diff --git a/rust/sedona/src/ffi.rs b/rust/sedona/src/ffi.rs
index c4b0e1b16c..e1cb1f7bf6 100644
--- a/rust/sedona/src/ffi.rs
+++ b/rust/sedona/src/ffi.rs
@@ -19,7 +19,7 @@ use std::{any::Any, sync::Arc};
 use abi_stable::StableAbi;
 use arrow_schema::{DataType, Field, FieldRef, Schema};
 use datafusion::physical_plan::{expressions::Column, PhysicalExpr};
-use datafusion_common::{DataFusionError, Result, ScalarValue};
+use datafusion_common::{config::ConfigOptions, DataFusionError, Result, ScalarValue};
 use datafusion_expr::{
     function::{AccumulatorArgs, StateFieldsArgs},
     Accumulator, AggregateUDF, AggregateUDFImpl, ColumnarValue, ReturnFieldArgs,
@@ -89,6 +89,20 @@ struct ExportedScalarKernel {
     sedona_impl: ScalarKernelRef,
 }
 
+impl PartialEq for ExportedScalarKernel {
+    fn eq(&self, other: &Self) -> bool {
+        self.name == other.name
+    }
+}
+
+impl Eq for ExportedScalarKernel {}
+
+impl std::hash::Hash for ExportedScalarKernel {
+    fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
+        self.name.hash(state);
+    }
+}
+
 impl From<ScalarKernelRef> for ExportedScalarKernel {
     fn from(value: ScalarKernelRef) -> Self {
         Self {
@@ -196,6 +210,7 @@ impl SedonaScalarKernel for ImportedScalarKernel {
             number_rows: arg_rows.unwrap_or(1),
             // Wrapper code on the other side of this doesn't use this value
             return_field: Field::new("", DataType::Null, true).into(),
+            config_options: Arc::new(ConfigOptions::default()),
         };
 
         // DataFusion's FFI_ScalarUDF always returns array output but
@@ -273,6 +288,20 @@ struct ExportedSedonaAccumulator {
     sedona_impl: SedonaAccumulatorRef,
 }
 
+impl PartialEq for ExportedSedonaAccumulator {
+    fn eq(&self, other: &Self) -> bool {
+        self.name == other.name
+    }
+}
+
+impl Eq for ExportedSedonaAccumulator {}
+
+impl std::hash::Hash for ExportedSedonaAccumulator {
+    fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
+        self.name.hash(state);
+    }
+}
+
 impl From<SedonaAccumulatorRef> for ExportedSedonaAccumulator {
     fn from(value: SedonaAccumulatorRef) -> Self {
         Self {
diff --git a/rust/sedona/src/random_geometry_provider.rs b/rust/sedona/src/random_geometry_provider.rs
index c98f415dab..00b67dc9bc 100644
--- a/rust/sedona/src/random_geometry_provider.rs
+++ b/rust/sedona/src/random_geometry_provider.rs
@@ -199,7 +199,7 @@ impl TableProvider for RandomGeometryProvider {
         // We're required to handle the projection or we'll get an execution error
         if let Some(projection) = projection {
             let schema = self.schema();
-            let exprs = projection
+            let exprs: Vec<_> = projection
                 .iter()
                 .map(|index| -> (Arc<dyn PhysicalExpr>, String) {
                     let name = schema.field(*index).name();
diff --git a/rust/sedona/src/show.rs b/rust/sedona/src/show.rs
index f1ac3621fa..4276a11980 100644
--- a/rust/sedona/src/show.rs
+++ b/rust/sedona/src/show.rs
@@ -21,7 +21,7 @@ use comfy_table::{Cell, CellAlignment, ColumnConstraint, ContentArrangement, Row
 use datafusion::arrow::util::display::{ArrayFormatter, FormatOptions};
 use datafusion::error::Result;
 use datafusion_common::format::DEFAULT_FORMAT_OPTIONS;
-use datafusion_common::{DataFusionError, ScalarValue};
+use datafusion_common::{config::ConfigOptions, DataFusionError, ScalarValue};
 use datafusion_expr::{ColumnarValue, ReturnFieldArgs, ScalarFunctionArgs, ScalarUDF};
 use sedona_expr::scalar_udf::SedonaScalarUDF;
 use sedona_schema::{datatypes::SedonaType, matchers::ArgMatcher};
@@ -495,6 +495,9 @@ impl DisplayColumn {
                 arg_fields,
                 number_rows: array.len(),
                 return_field,
+                // TODO: Pipe actual ConfigOptions from SedonaContext instead of using defaults
+                // See: https://github.com/apache/sedona-db/issues/248
+                config_options: Arc::new(ConfigOptions::default()),
             };
 
             let format_proxy_value = format_udf.invoke_with_args(args)?;