diff --git a/.gitignore b/.gitignore
index 7aa3941b0..d65d96ddb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,7 +1,9 @@
 **/target/
 massif.*
 .idea/
+.zed/
 .fleet/
+**/proptest-regressions/
 # these are generated by flamegraph
 *.svg
 # this is for raphtory
diff --git a/Cargo.lock b/Cargo.lock
index 70473a724..a4ae268ee 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -70,7 +70,7 @@ checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011"
 dependencies = [
  "cfg-if",
  "const-random",
- "getrandom",
+ "getrandom 0.2.15",
  "once_cell",
  "serde",
  "version_check",
@@ -186,9 +186,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.94"
+version = "1.0.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c1fd03a028ef38ba2276dce7e33fcd6369c158a1bca17946c4b1b701891c1ff7"
+checksum = "34ac096ce696dc2fcabef30516bb13c0a68a11d30131d3df6f04711467681b04"
 
 [[package]]
 name = "arbitrary"
@@ -231,9 +231,9 @@ checksum = "7c02d123df017efcdfbd739ef81735b36c5ba83ec3c59c80a9d7ecc718f92e50"
 
 [[package]]
 name = "arrow"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c91839b07e474b3995035fd8ac33ee54f9c9ccbbb1ea33d9909c71bffdf1259d"
+checksum = "4caf25cdc4a985f91df42ed9e9308e1adbcd341a31a72605c697033fcef163e3"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -252,9 +252,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-arith"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "855c57c4efd26722b044dcd3e348252560e3e0333087fb9f6479dc0bf744054f"
+checksum = "91f2dfd1a7ec0aca967dfaa616096aec49779adc8eccec005e2f5e4111b1192a"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -267,26 +267,24 @@ dependencies = [
 
 [[package]]
 name = "arrow-array"
-version = "53.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bd03279cea46569acf9295f6224fbc370c5df184b4d2ecfe97ccb131d5615a7f"
+version = "53.2.0"
+source = "git+https://github.com/apache/arrow-rs.git?tag=53.2.0#10c4059b40f838bb8f7bac5259cb499e6eceec88"
 dependencies = [
  "ahash",
  "arrow-buffer",
  "arrow-data",
  "arrow-schema",
  "chrono",
- "chrono-tz 0.10.0",
+ "chrono-tz 0.10.1",
  "half",
- "hashbrown 0.15.2",
+ "hashbrown 0.14.5",
  "num",
 ]
 
 [[package]]
 name = "arrow-buffer"
-version = "53.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e4a9b9b1d6d7117f6138e13bc4dd5daa7f94e671b70e8c9c4dc37b4f5ecfc16"
+version = "53.2.0"
+source = "git+https://github.com/apache/arrow-rs.git?tag=53.2.0#10c4059b40f838bb8f7bac5259cb499e6eceec88"
 dependencies = [
  "bytes",
  "half",
@@ -295,9 +293,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-cast"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc70e39916e60c5b7af7a8e2719e3ae589326039e1e863675a008bee5ffe90fd"
+checksum = "d09aea56ec9fa267f3f3f6cdab67d8a9974cbba90b3aa38c8fe9d0bb071bd8c1"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -316,9 +314,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-csv"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "789b2af43c1049b03a8d088ff6b2257cdcea1756cd76b174b1f2600356771b97"
+checksum = "c07b5232be87d115fde73e32f2ca7f1b353bff1b44ac422d3c6fc6ae38f11f0d"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -335,9 +333,8 @@ dependencies = [
 
 [[package]]
 name = "arrow-data"
-version = "53.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e4e75edf21ffd53744a9b8e3ed11101f610e7ceb1a29860432824f1834a1f623"
+version = "53.2.0"
+source = "git+https://github.com/apache/arrow-rs.git?tag=53.2.0#10c4059b40f838bb8f7bac5259cb499e6eceec88"
 dependencies = [
  "arrow-buffer",
  "arrow-schema",
@@ -347,9 +344,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ipc"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d186a909dece9160bf8312f5124d797884f608ef5435a36d9d608e0b2a9bcbf8"
+checksum = "0ed91bdeaff5a1c00d28d8f73466bcb64d32bbd7093b5a30156b4b9f4dba3eee"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -362,9 +359,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-json"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b66ff2fedc1222942d0bd2fd391cb14a85baa3857be95c9373179bd616753b85"
+checksum = "0471f51260a5309307e5d409c9dc70aede1cd9cf1d4ff0f0a1e8e1a2dd0e0d3c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -373,7 +370,7 @@ dependencies = [
  "arrow-schema",
  "chrono",
  "half",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "lexical-core",
  "num",
  "serde",
@@ -382,9 +379,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-ord"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ece7b5bc1180e6d82d1a60e1688c199829e8842e38497563c3ab6ea813e527fd"
+checksum = "2883d7035e0b600fb4c30ce1e50e66e53d8656aa729f2bfa4b51d359cf3ded52"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -397,9 +394,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-row"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "745c114c8f0e8ce211c83389270de6fbe96a9088a7b32c2a041258a443fe83ff"
+checksum = "552907e8e587a6fde4f8843fd7a27a576a260f65dab6c065741ea79f633fc5be"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -411,18 +408,17 @@ dependencies = [
 
 [[package]]
 name = "arrow-schema"
-version = "53.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b95513080e728e4cec37f1ff5af4f12c9688d47795d17cda80b6ec2cf74d4678"
+version = "53.2.0"
+source = "git+https://github.com/apache/arrow-rs.git?tag=53.2.0#10c4059b40f838bb8f7bac5259cb499e6eceec88"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
 ]
 
 [[package]]
 name = "arrow-select"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e415279094ea70323c032c6e739c48ad8d80e78a09bef7117b8718ad5bf3722"
+checksum = "6259e566b752da6dceab91766ed8b2e67bf6270eb9ad8a6e07a33c1bede2b125"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -434,9 +430,9 @@ dependencies = [
 
 [[package]]
 name = "arrow-string"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11d956cae7002eb8d83a27dbd34daaea1cf5b75852f0b84deb4d93a276e92bbf"
+checksum = "f3179ccbd18ebf04277a095ba7321b93fd1f774f18816bd5f6b3ce2f594edb6c"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -484,9 +480,9 @@ dependencies = [
 
 [[package]]
 name = "async-graphql"
-version = "7.0.14"
+version = "7.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0a9916334e00a14428e03b9b1c73a0baf1c834ebe0ff1be146e1247390b31f1"
+checksum = "bfff2b17d272a5e3e201feda444e2c24b011fa722951268d1bd8b9b5bc6dc449"
 dependencies = [
  "async-graphql-derive",
  "async-graphql-parser",
@@ -502,7 +498,7 @@ dependencies = [
  "futures-util",
  "handlebars",
  "http 1.2.0",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "mime",
  "multer",
  "num-traits",
@@ -518,9 +514,9 @@ dependencies = [
 
 [[package]]
 name = "async-graphql-derive"
-version = "7.0.14"
+version = "7.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88d6f3ad293f7b9974aef6297673ac3e9097824f84264a9548cbb87006c94044"
+checksum = "d8e5d0c6697def2f79ccbd972fb106b633173a6066e430b480e1ff9376a7561a"
 dependencies = [
  "Inflector",
  "async-graphql-parser",
@@ -529,15 +525,15 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strum",
- "syn 2.0.90",
+ "syn 2.0.98",
  "thiserror 1.0.69",
 ]
 
 [[package]]
 name = "async-graphql-parser"
-version = "7.0.14"
+version = "7.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ca5697e57fcad289d26948e2ab2f11b9cfe7d645503a1f37fa86640c061c772"
+checksum = "8531ee6d292c26df31c18c565ff22371e7bdfffe7f5e62b69537db0b8fd554dc"
 dependencies = [
  "async-graphql-value",
  "pest",
@@ -547,9 +543,9 @@ dependencies = [
 
 [[package]]
 name = "async-graphql-poem"
-version = "7.0.14"
+version = "7.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6587867c160695e16e92cc6f97d853f9d707a3589773eb051dc6dd37e99bd93"
+checksum = "3c4bed863fe7a23c2c3a3dab083da50e819d4b6786b5ab3eb5cbfda2b7faf688"
 dependencies = [
  "async-graphql",
  "futures-util",
@@ -564,12 +560,12 @@ dependencies = [
 
 [[package]]
 name = "async-graphql-value"
-version = "7.0.14"
+version = "7.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6266ea7ab3ce41585e16caa0e1e8d97de37827227950820fdab6b69d9c09a63a"
+checksum = "741110dda927420a28fbc1c310543d3416f789a6ba96859c2c265843a0a96887"
 dependencies = [
  "bytes",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "serde",
  "serde_json",
 ]
@@ -588,7 +584,7 @@ dependencies = [
  "eventsource-stream",
  "futures",
  "rand",
- "reqwest 0.12.9",
+ "reqwest 0.12.12",
  "reqwest-eventsource",
  "secrecy",
  "serde",
@@ -619,18 +615,18 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "async-trait"
-version = "0.1.83"
+version = "0.1.86"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "721cae7de5c34fbb2acd27e21e6d2cf7b886dce0c27388d46c4e6c47ea4318dd"
+checksum = "644dd749086bf3771a2fbc5f256fdb982d53f011c7d5d560304eafeecebce79d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -714,7 +710,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b62ddb9cb1ec0a098ad4bbf9344d0713fa193ae1a80af55febcff2627b6a00c1"
 dependencies = [
  "futures-core",
- "getrandom",
+ "getrandom 0.2.15",
  "instant",
  "pin-project-lite",
  "rand",
@@ -763,6 +759,20 @@ dependencies = [
  "byteorder",
 ]
 
+[[package]]
+name = "bigdecimal"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f31f3af01c5c65a07985c804d3366560e6fa7883d640a122819b14ec327482c"
+dependencies = [
+ "autocfg",
+ "libm",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+ "serde",
+]
+
 [[package]]
 name = "bincode"
 version = "1.3.3"
@@ -795,9 +805,9 @@ checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
 
 [[package]]
 name = "bitflags"
-version = "2.6.0"
+version = "2.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b048fb63fd8b5923fc5aa7b340d8e156aec7ec02f0c78fa8a6ddc2613f6f71de"
+checksum = "8f68f53c83ab957f72c32642f3868eec03eb974d1fb82e453128456482613d36"
 dependencies = [
  "serde",
 ]
@@ -844,9 +854,9 @@ dependencies = [
 
 [[package]]
 name = "brotli"
-version = "5.0.0"
+version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "19483b140a7ac7174d34b5a581b406c64f84da5409d3e09cf4fff604f9270e67"
+checksum = "74f7971dbd9326d58187408ab83117d8ac1bb9c17b085fdacd1cf2f598719b6b"
 dependencies = [
  "alloc-no-stdlib",
  "alloc-stdlib",
@@ -876,28 +886,28 @@ dependencies = [
 
 [[package]]
 name = "bumpalo"
-version = "3.16.0"
+version = "3.17.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79296716171880943b8470b5f8d03aa55eb2e645a4874bdbb28adb49162e012c"
+checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf"
 
 [[package]]
 name = "bytemuck"
-version = "1.20.0"
+version = "1.21.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b37c88a63ffd85d15b406896cc343916d7cf57838a847b3a6f2ca5d39a5695a"
+checksum = "ef657dfab802224e671f5818e9a4935f9b1957ed18e58292690cc39e7a4092a3"
 dependencies = [
  "bytemuck_derive",
 ]
 
 [[package]]
 name = "bytemuck_derive"
-version = "1.8.0"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bcfcc3cd946cb52f0bbfdbbcfa2f4e24f75ebb6c0e1002f7c25904fada18b9ec"
+checksum = "3fa76293b4f7bb636ab88fd78228235b5248b4d05cc589aed610f954af5d7c7a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -908,9 +918,9 @@ checksum = "1fd0f2584146f6f2ef48085050886acf353beff7305ebd1ae69500e27c67f64b"
 
 [[package]]
 name = "bytes"
-version = "1.9.0"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "325918d6fe32f23b19878fe4b34794ae41fc19ddbe53b10571a4874d44ffd39b"
+checksum = "f61dac84819c6588b558454b194026eb1f09c293b9036ae9b159e74e73ab6cf9"
 dependencies = [
  "serde",
 ]
@@ -927,9 +937,9 @@ dependencies = [
 
 [[package]]
 name = "bzip2-sys"
-version = "0.1.11+1.0.8"
+version = "0.1.12+1.0.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "736a955f3fa7875102d57c82b8cac37ec45224a07fd32d58f9f7a186b6cd4cdc"
+checksum = "72ebc2f1a417f01e1da30ef264ee86ae31d2dcd2d603ea283d3c244a883ca2a9"
 dependencies = [
  "cc",
  "libc",
@@ -944,9 +954,9 @@ checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
 
 [[package]]
 name = "cc"
-version = "1.2.4"
+version = "1.2.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9157bbaa6b165880c27a4293a474c91cdcf265cc68cc829bf10be0964a391caf"
+checksum = "c7777341816418c02e033934a09f20dc0ccaf65a5201ef8a450ae0105a573fda"
 dependencies = [
  "jobserver",
  "libc",
@@ -999,9 +1009,9 @@ dependencies = [
 
 [[package]]
 name = "chrono-tz"
-version = "0.10.0"
+version = "0.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd6dd8046d00723a59a2f8c5f295c515b9bb9a331ee4f8f3d4dd49e428acd3b6"
+checksum = "9c6ac4f2c0bf0f44e9161aec9675e1050aa4a530663c4a9e37e108fa948bca9f"
 dependencies = [
  "chrono",
  "chrono-tz-build 0.4.0",
@@ -1068,9 +1078,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.27"
+version = "4.5.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "769b0145982b4b48713e01ec42d61614425f27b7058bda7180a3a41f30104796"
+checksum = "8acebd8ad879283633b343856142139f2da2317c96b05b4dd6181c61e2480184"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -1078,9 +1088,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.27"
+version = "4.5.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b26884eb4b57140e4d2d93652abfa49498b938b3c9179f9fc487b0acc3edad7"
+checksum = "f6ba32cbda51c7e1dfd49acc1457ba1a7dec5b64fe360e828acb13ca8dc9c2f9"
 dependencies = [
  "anstream",
  "anstyle",
@@ -1090,14 +1100,14 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.5.24"
+version = "4.5.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "54b755194d6389280185988721fffba69495eed5ee9feeee9a599b53db80318c"
+checksum = "bf4ced95c6f4a675af3da73304b9ac4ed991640c36374e4b46795c49e17cf1ed"
 dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1114,13 +1124,12 @@ checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990"
 
 [[package]]
 name = "comfy-table"
-version = "7.1.3"
+version = "7.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "24f165e7b643266ea80cb858aed492ad9280e3e05ce24d4a99d7d7b889b6a4d9"
+checksum = "4a65ebfec4fb190b6f90e944a817d60499ee0744e582530e2c9900a22e591d9a"
 dependencies = [
  "crossterm",
- "strum",
- "strum_macros",
+ "unicode-segmentation",
  "unicode-width",
 ]
 
@@ -1158,7 +1167,7 @@ version = "0.1.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f9d839f2a20b0aee515dc581a6172f2321f96cab76c1a38a4c584a194955390e"
 dependencies = [
- "getrandom",
+ "getrandom 0.2.15",
  "once_cell",
  "tiny-keccak",
 ]
@@ -1224,9 +1233,9 @@ checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
 [[package]]
 name = "cpufeatures"
-version = "0.2.16"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16b80225097f2e5ae4e7179dd2266824648f3e2f49d9134d584b76389d31c4c3"
+checksum = "59ed5838eebb26a2bb2e58f6d5b5316989ae9d08bab10e0e6d103e656d1b0280"
 dependencies = [
  "libc",
 ]
@@ -1331,7 +1340,7 @@ version = "0.28.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "829d955a0bb380ef178a640b91779e3987da38c9aea133b20614cfed8cdea9c6"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "crossterm_winapi",
  "parking_lot",
  "rustix",
@@ -1349,9 +1358,9 @@ dependencies = [
 
 [[package]]
 name = "crunchy"
-version = "0.2.2"
+version = "0.2.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+checksum = "43da5946c66ffcc7745f48db692ffbb10a83bfe0afd96235c5c2a4fb23994929"
 
 [[package]]
 name = "crypto-common"
@@ -1415,7 +1424,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1426,7 +1435,7 @@ checksum = "d336a2a514f6ccccaa3e09b02d41d35330c07ddf03a62165fcec10bb561c7806"
 dependencies = [
  "darling_core",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1447,9 +1456,9 @@ dependencies = [
 
 [[package]]
 name = "data-encoding"
-version = "2.7.0"
+version = "2.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e60eed09d8c01d3cee5b7d30acb059b76614c918fa0f992e0dd6eeb10daad6f"
+checksum = "575f75dfd25738df5b91b8e43e14d44bda14637a58fae779fd2b064f8bf3e010"
 
 [[package]]
 name = "datafusion"
@@ -1488,7 +1497,7 @@ dependencies = [
  "glob",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
  "num_cpus",
@@ -1537,7 +1546,7 @@ dependencies = [
  "chrono",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "instant",
  "libc",
  "num_cpus",
@@ -1595,7 +1604,7 @@ dependencies = [
  "datafusion-functions-aggregate-common",
  "datafusion-functions-window-common",
  "datafusion-physical-expr-common",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "paste",
  "serde_json",
  "sqlparser",
@@ -1658,7 +1667,7 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-physical-expr-common",
  "half",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "log",
  "paste",
 ]
@@ -1738,7 +1747,7 @@ dependencies = [
  "datafusion-expr",
  "datafusion-physical-expr",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
  "paste",
@@ -1766,11 +1775,11 @@ dependencies = [
  "datafusion-physical-expr-common",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
  "paste",
- "petgraph",
+ "petgraph 0.6.5",
 ]
 
 [[package]]
@@ -1828,7 +1837,7 @@ dependencies = [
  "futures",
  "half",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "itertools 0.13.0",
  "log",
  "once_cell",
@@ -1849,7 +1858,7 @@ dependencies = [
  "arrow-schema",
  "datafusion-common",
  "datafusion-expr",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "log",
  "regex",
  "sqlparser",
@@ -1910,7 +1919,7 @@ checksum = "30542c1ad912e0e3d22a1935c290e12e8a29d704a420177a31faad4a601a0800"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1931,7 +1940,7 @@ dependencies = [
  "darling",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1941,7 +1950,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -1975,7 +1984,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -2001,9 +2010,9 @@ checksum = "75b325c5dbd37f80359721ad39aca5a29fb04c89279657cffdda8736d0c0b9d2"
 
 [[package]]
 name = "dyn-clone"
-version = "1.0.17"
+version = "1.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d6ef0072f8a535281e4876be788938b528e9a1d43900b82c2569af7da799125"
+checksum = "feeef44e73baff3a26d371801df019877a9866a8c493d315ab00177843314f35"
 
 [[package]]
 name = "dynamic-graphql"
@@ -2027,7 +2036,7 @@ dependencies = [
  "proc-macro-crate 1.3.1",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "thiserror 1.0.69",
 ]
 
@@ -2055,7 +2064,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -2140,11 +2149,17 @@ version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
 
+[[package]]
+name = "fixedbitset"
+version = "0.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
+
 [[package]]
 name = "flatbuffers"
-version = "24.3.25"
+version = "24.12.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8add37afff2d4ffa83bc748a70b4b1370984f6980768554182424ef71447c35f"
+checksum = "4f1baf0dbf96932ec9a3038d57900329c015b0bfb7b63d904f3bc27e2b02a096"
 dependencies = [
  "bitflags 1.3.2",
  "rustc_version",
@@ -2168,15 +2183,9 @@ checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
 [[package]]
 name = "foldhash"
-version = "0.1.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f81ec6369c545a7d40e4589b5597581fa1c441fe1cce96dd1de43159910a36a2"
-
-[[package]]
-name = "foreign_vec"
-version = "0.1.0"
+version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ee1b05cbd864bcaecbd3455d6d967862d446e4ebfc3c2e5e5b9841e53cba6673"
+checksum = "a0d2fde1f7b3d48b8395d5f2de76c18a528bd6a9cdde438df747bfcba3e05d6f"
 
 [[package]]
 name = "form_urlencoded"
@@ -2253,7 +2262,7 @@ checksum = "162ee34ebcb7c64a8abebc059ce0fee27c2262618d7b60ed8faf72fef13c3650"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -2324,10 +2333,22 @@ dependencies = [
  "cfg-if",
  "js-sys",
  "libc",
- "wasi",
+ "wasi 0.11.0+wasi-snapshot-preview1",
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "getrandom"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43a49c392881ce6d5c3b8cb70f98717b7c07aabbdff06687b9030dbfbe2725f8"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi 0.13.3+wasi-0.2.2",
+ "windows-targets 0.52.6",
+]
+
 [[package]]
 name = "ghash"
 version = "0.5.1"
@@ -2368,7 +2389,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "slab",
  "tokio",
  "tokio-util",
@@ -2387,7 +2408,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.2.0",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "slab",
  "tokio",
  "tokio-util",
@@ -2602,9 +2623,9 @@ dependencies = [
 
 [[package]]
 name = "httparse"
-version = "1.9.5"
+version = "1.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d71d3574edd2771538b901e6549113b4006ece66150fb69c0fb6d9a2adae946"
+checksum = "f2d708df4e7140240a16cd6ab0ab65c972d7433ab77819ea693fde9c43811e2a"
 
 [[package]]
 name = "httpdate"
@@ -2644,9 +2665,9 @@ dependencies = [
 
 [[package]]
 name = "hyper"
-version = "1.5.1"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97818827ef4f364230e16705d4706e2897df2bb60617d6ca15d598025a3c481f"
+checksum = "cc2b571658e38e0c01b1fdca3bbbe93c00d3d71693ff2770043f8c29bc7d6f80"
 dependencies = [
  "bytes",
  "futures-channel",
@@ -2679,21 +2700,21 @@ dependencies = [
 
 [[package]]
 name = "hyper-rustls"
-version = "0.27.3"
+version = "0.27.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08afdbb5c31130e3034af566421053ab03787c640246a446327f550d11bcb333"
+checksum = "2d191583f3da1305256f22463b9bb0471acad48a4e534a5218b9963e9c1f59b2"
 dependencies = [
  "futures-util",
  "http 1.2.0",
- "hyper 1.5.1",
+ "hyper 1.6.0",
  "hyper-util",
- "rustls 0.23.20",
+ "rustls 0.23.23",
  "rustls-native-certs 0.8.1",
  "rustls-pki-types",
  "tokio",
  "tokio-rustls 0.26.1",
  "tower-service",
- "webpki-roots 0.26.7",
+ "webpki-roots 0.26.8",
 ]
 
 [[package]]
@@ -2702,7 +2723,7 @@ version = "0.5.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b90d566bffbce6a75bd8b09a05aa8c2cb1fabb6cb348f8840c9e4c90a0d83b0"
 dependencies = [
- "hyper 1.5.1",
+ "hyper 1.6.0",
  "hyper-util",
  "pin-project-lite",
  "tokio",
@@ -2720,7 +2741,7 @@ dependencies = [
  "futures-util",
  "http 1.2.0",
  "http-body 1.0.1",
- "hyper 1.5.1",
+ "hyper 1.6.0",
  "pin-project-lite",
  "socket2",
  "tokio",
@@ -2866,7 +2887,7 @@ checksum = "1ec89e9337638ecdc08744df490b221a7399bf8d164eb52a665454e60e075ad6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -2908,9 +2929,9 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.7.0"
+version = "2.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "62f822373a4fe84d4bb149bf54e584a7f4abec90e072ed49cda0edea5b95471f"
+checksum = "8c9c992b02b5b4c94ea26e32fe5bccb7aa7d9f390ab5c1221ff895bc7ea8b652"
 dependencies = [
  "equivalent",
  "hashbrown 0.15.2",
@@ -2953,15 +2974,18 @@ checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
 
 [[package]]
 name = "inventory"
-version = "0.3.15"
+version = "0.3.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f958d3d68f4167080a18141e10381e7634563984a537f2a49a30fd8e53ac5767"
+checksum = "54b12ebb6799019b044deaf431eadfe23245b259bba5a2c0796acec3943a3cdb"
+dependencies = [
+ "rustversion",
+]
 
 [[package]]
 name = "ipnet"
-version = "2.10.1"
+version = "2.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ddc24109865250148c2e0f3d25d4f0f479571723792d3802153c60922a4fb708"
+checksum = "469fb0b9cefa57e3ef31275ee7cacb78f2fdca44e4765491884a2b119d4eb130"
 
 [[package]]
 name = "is-terminal"
@@ -3016,6 +3040,15 @@ dependencies = [
  "either",
 ]
 
+[[package]]
+name = "itertools"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "1.0.14"
@@ -3033,9 +3066,9 @@ dependencies = [
 
 [[package]]
 name = "js-sys"
-version = "0.3.76"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6717b6b5b077764fb5966237269cb3c64edddde4b14ce42647430a78ced9e7b7"
+checksum = "1cfaf33c695fc6e08064efbc1f72ec937429614f25eef83af942d0e227c3a28f"
 dependencies = [
  "once_cell",
  "wasm-bindgen",
@@ -3054,11 +3087,11 @@ dependencies = [
 
 [[package]]
 name = "jsonwebtoken"
-version = "9.3.0"
+version = "9.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9ae10193d25051e74945f1ea2d0b42e03cc3b890f7e4cc5faa44997d808193f"
+checksum = "5a87cc7a48537badeae96744432de36f4be2b4a34a05a5ef32e9dd8a1c169dde"
 dependencies = [
- "base64 0.21.7",
+ "base64 0.22.1",
  "js-sys",
  "pem",
  "ring",
@@ -3156,9 +3189,9 @@ dependencies = [
 
 [[package]]
 name = "libc"
-version = "0.2.168"
+version = "0.2.169"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5aaeb2981e0606ca11d79718f8bb01164f1d6ed75080182d3abf017e6d244b6d"
+checksum = "b5aba8db14291edd000dfcc4d620c7ebfb122c613afb886ca8803fa4e128a20a"
 
 [[package]]
 name = "libm"
@@ -3168,9 +3201,9 @@ checksum = "8355be11b20d696c8f18f6cc018c4e372165b1fa8126cef092399c9951984ffa"
 
 [[package]]
 name = "linux-raw-sys"
-version = "0.4.14"
+version = "0.4.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78b3ae25bc7c8c38cec158d1f2757ee79e9b3740fbc7ccf0e59e4b08d793fa89"
+checksum = "d26c52dbd32dccf2d10cac7725f8eae5296885fb5703b261f7d0a0739ec807ab"
 
 [[package]]
 name = "litemap"
@@ -3197,9 +3230,9 @@ checksum = "9374ef4228402d4b7e403e5838cb880d9ee663314b0a900d5a6aabf0c213552e"
 
 [[package]]
 name = "log"
-version = "0.4.22"
+version = "0.4.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a7a70ba024b9dc04c27ea2f0c0548feb474ec5c54bba33a7f72f873a39d07b24"
+checksum = "04cbf5b083de1c7e0222a7a51dbfdba1cbe1c6ab0b15e29fff3f6c077fd9cd9f"
 
 [[package]]
 name = "loom"
@@ -3225,9 +3258,9 @@ dependencies = [
 
 [[package]]
 name = "lz4"
-version = "1.28.0"
+version = "1.28.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4d1febb2b4a79ddd1980eede06a8f7902197960aa0383ffcfdd62fe723036725"
+checksum = "a20b523e860d03443e98350ceaac5e71c6ba89aea7d960769ec3ce37f4de5af4"
 dependencies = [
  "lz4-sys",
 ]
@@ -3368,18 +3401,18 @@ dependencies = [
 
 [[package]]
 name = "minijinja"
-version = "2.5.0"
+version = "2.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2c37e1b517d1dcd0e51dc36c4567b9d5a29262b3ec8da6cb5d35e27a8fb529b5"
+checksum = "cff7b8df5e85e30b87c2b0b3f58ba3a87b68e133738bf512a7713769326dbca9"
 dependencies = [
  "serde",
 ]
 
 [[package]]
 name = "minijinja-contrib"
-version = "2.5.0"
+version = "2.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7fe51f1a6a8285f03fcd1544d834234fe8db285f29e1c2253600c93b3ae19242"
+checksum = "7ac3e47a9006ed0500425a092c9f8b2e56d10f8aeec8ce870c5e8a7c6ef2d7c3"
 dependencies = [
  "minijinja",
  "serde",
@@ -3394,9 +3427,9 @@ checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.0"
+version = "0.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e2d80299ef12ff69b16a84bb182e3b9df68b5a91574d3d4fa6e41b65deec4df1"
+checksum = "b3b1c9bd4fe1f0f8b387f6eb9eb3b4a1aa26185e5750efb9140301703f62cd1b"
 dependencies = [
  "adler2",
 ]
@@ -3408,7 +3441,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2886843bf800fba2e3377cff24abf6379b4c4d5c6681eaf9ea5b0d15090450bd"
 dependencies = [
  "libc",
- "wasi",
+ "wasi 0.11.0+wasi-snapshot-preview1",
  "windows-sys 0.52.0",
 ]
 
@@ -3522,7 +3555,7 @@ dependencies = [
  "tokio",
  "tokio-rustls 0.26.1",
  "url",
- "webpki-roots 0.26.7",
+ "webpki-roots 0.26.8",
 ]
 
 [[package]]
@@ -3532,7 +3565,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53a0d57c55d2d1dc62a2b1d16a0a1079eb78d67c36bdf468d582ab4482ec7002"
 dependencies = [
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -3541,7 +3574,7 @@ version = "0.29.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "71e2746dc3a24dd78b3cfcb7be93368c6de9963d30f43a6a73998a9cf4b17b46"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "cfg-if",
  "cfg_aliases",
  "libc",
@@ -3670,7 +3703,7 @@ dependencies = [
  "num-integer",
  "num-traits",
  "pyo3",
- "rustc-hash 2.1.0",
+ "rustc-hash 2.1.1",
 ]
 
 [[package]]
@@ -3681,7 +3714,7 @@ checksum = "c38841cdd844847e3e7c8d29cef9dcfed8877f8f56f9071f77843ecf3baf937f"
 dependencies = [
  "base64 0.13.1",
  "chrono",
- "getrandom",
+ "getrandom 0.2.15",
  "http 0.2.12",
  "rand",
  "reqwest 0.11.27",
@@ -3695,9 +3728,9 @@ dependencies = [
 
 [[package]]
 name = "object"
-version = "0.36.5"
+version = "0.36.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aedf0a2d09c573ed1d8d85b30c119153926a2b36dce0ab28322c09a117a4683e"
+checksum = "62948e14d923ea95ea2c7c86c71013138b66525b86bdc08d2dcc262bdb497b87"
 dependencies = [
  "memchr",
 ]
@@ -3725,15 +3758,15 @@ dependencies = [
 
 [[package]]
 name = "once_cell"
-version = "1.20.2"
+version = "1.20.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1261fe7e33c73b354eab43b1273a57c8f967d0391e80353e51f764ac02cf6775"
+checksum = "945462a4b81e43c4e3ba96bd7b49d834c6f61198356aa858733bc4acf3cbe62e"
 
 [[package]]
 name = "oneshot"
-version = "0.1.8"
+version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e296cf87e61c9cfc1a61c3c63a0f7f286ed4554e0e22be84e8a38e1d264a2a29"
+checksum = "79d72a7c0f743d2ebb0a2ad1d219db75fdc799092ed3a884c9144c42a31225bd"
 
 [[package]]
 name = "oorandom"
@@ -3749,9 +3782,9 @@ checksum = "c08d65885ee38876c4f86fa503fb49d7b507c2b62552df7c70b2fce627e06381"
 
 [[package]]
 name = "openssl-probe"
-version = "0.1.5"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+checksum = "d05e27ee213611ffe7d6348b942e8f942b37114c00cc03cec254295a4a17852e"
 
 [[package]]
 name = "opentelemetry"
@@ -3830,9 +3863,9 @@ dependencies = [
 
 [[package]]
 name = "ordered-float"
-version = "4.5.0"
+version = "4.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c65ee1f9701bf938026630b455d5315f490640234259037edb259798b3bcf85e"
+checksum = "7bb71e1b3fa6ca1c61f383464aaf2bb0e2f8e772a1f01d486832464de363b951"
 dependencies = [
  "num-traits",
 ]
@@ -3849,9 +3882,9 @@ dependencies = [
 
 [[package]]
 name = "ouroboros"
-version = "0.18.4"
+version = "0.18.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "944fa20996a25aded6b4795c6d63f10014a7a83f8be9828a11860b08c5fc4a67"
+checksum = "1e0f050db9c44b97a94723127e6be766ac5c340c48f2c4bb3ffa11713744be59"
 dependencies = [
  "aliasable",
  "ouroboros_macro",
@@ -3860,16 +3893,15 @@ dependencies = [
 
 [[package]]
 name = "ouroboros_macro"
-version = "0.18.4"
+version = "0.18.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "39b0deead1528fd0e5947a8546a9642a9777c25f6e1e26f34c97b204bbb465bd"
+checksum = "3c7028bdd3d43083f6d8d4d5187680d0d3560d54df4cc9d752005268b41e64d0"
 dependencies = [
  "heck 0.4.1",
- "itertools 0.12.1",
  "proc-macro2",
  "proc-macro2-diagnostics",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -3912,9 +3944,9 @@ dependencies = [
 
 [[package]]
 name = "parquet"
-version = "53.3.0"
+version = "53.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b449890367085eb65d7d3321540abc3d7babbd179ce31df0016e90719114191"
+checksum = "dea02606ba6f5e856561d8d507dba8bac060aefca2a6c0f1aa1d361fed91ff3e"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -3931,7 +3963,7 @@ dependencies = [
  "flate2",
  "futures",
  "half",
- "hashbrown 0.15.2",
+ "hashbrown 0.14.5",
  "lz4_flex",
  "num",
  "num-bigint",
@@ -4006,7 +4038,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b7cafe60d6cf8e62e1b9b2ea516a089c008945bb5a275416789e7db0bc199dc"
 dependencies = [
  "memchr",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "ucd-trie",
 ]
 
@@ -4030,7 +4062,7 @@ dependencies = [
  "pest_meta",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -4050,24 +4082,34 @@ version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
- "fixedbitset",
- "indexmap 2.7.0",
+ "fixedbitset 0.4.2",
+ "indexmap 2.7.1",
+]
+
+[[package]]
+name = "petgraph"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3672b37090dbd86368a4145bc067582552b29c27377cad4e0a306c97f9bd7772"
+dependencies = [
+ "fixedbitset 0.5.7",
+ "indexmap 2.7.1",
 ]
 
 [[package]]
 name = "phf"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
 dependencies = [
  "phf_shared",
 ]
 
 [[package]]
 name = "phf_codegen"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a"
+checksum = "aef8048c789fa5e851558d709946d6d79a8ff88c0440c587967f8e94bfb1216a"
 dependencies = [
  "phf_generator",
  "phf_shared",
@@ -4075,9 +4117,9 @@ dependencies = [
 
 [[package]]
 name = "phf_generator"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
 dependencies = [
  "phf_shared",
  "rand",
@@ -4085,38 +4127,38 @@ dependencies = [
 
 [[package]]
 name = "phf_shared"
-version = "0.11.2"
+version = "0.11.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
 dependencies = [
  "siphasher",
 ]
 
 [[package]]
 name = "pin-project"
-version = "1.1.8"
+version = "1.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1e2ec53ad785f4d35dac0adea7f7dc6f1bb277ad84a680c7afefeae05d1f5916"
+checksum = "dfe2e71e1471fe07709406bf725f710b02927c9c54b2b5b2ec0e8087d97c327d"
 dependencies = [
  "pin-project-internal",
 ]
 
 [[package]]
 name = "pin-project-internal"
-version = "1.1.8"
+version = "1.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d56a66c0c55993aa927429d0f8a0abfd74f084e4d9c192cffed01e418d83eefb"
+checksum = "f6e859e6e5bd50440ab63c47e3ebabc90f26251f7c73c3d3e837b74a1cc3fa67"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "pin-project-lite"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "915a1e146535de9163f3987b8944ed8cf49a18bb0056bcebcdcece385cece4ff"
+checksum = "3b3cff922bd51709b605d9ead9aa71031d81447142d828eb4a6eba76fe619f9b"
 
 [[package]]
 name = "pin-utils"
@@ -4181,7 +4223,7 @@ dependencies = [
  "headers",
  "http 1.2.0",
  "http-body-util",
- "hyper 1.5.1",
+ "hyper 1.6.0",
  "hyper-util",
  "mime",
  "nix",
@@ -4196,7 +4238,7 @@ dependencies = [
  "serde_urlencoded",
  "smallvec",
  "sync_wrapper 1.0.2",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "time",
  "tokio",
  "tokio-tungstenite",
@@ -4214,14 +4256,14 @@ dependencies = [
  "proc-macro-crate 3.2.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "polars-arrow"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1cb5e11cd0752ae022fa6ca3afa50a14b0301b7ce53c0135828fbb0f4fa8303e"
+checksum = "32d19c6db79cb6a3c55af3b5a3976276edaab64cbf7f69b392617c2af30d7742"
 dependencies = [
  "ahash",
  "arrow-array",
@@ -4235,12 +4277,12 @@ dependencies = [
  "either",
  "ethnum",
  "fast-float",
- "foreign_vec",
- "getrandom",
+ "getrandom 0.2.15",
  "hashbrown 0.14.5",
  "itoa",
  "multiversion",
  "num-traits",
+ "parking_lot",
  "polars-arrow-format",
  "polars-error",
  "polars-utils",
@@ -4263,9 +4305,9 @@ dependencies = [
 
 [[package]]
 name = "polars-compute"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89fc4578f826234cdecb782952aa9c479dc49373f81694a7b439c70b6f609ba0"
+checksum = "30194a5ff325f61d6fcb62dc215c9210f308fc4fc85a493ef777dbcd938cba24"
 dependencies = [
  "bytemuck",
  "either",
@@ -4279,17 +4321,17 @@ dependencies = [
 
 [[package]]
 name = "polars-core"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e490c6bace1366a558feea33d1846f749a8ca90bd72a6748752bc65bb4710b2a"
+checksum = "2ba2a3b736d55b92a12889672d0197dc25ad321ab23eba4168a3b6316a6b6349"
 dependencies = [
  "ahash",
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "bytemuck",
  "comfy-table",
  "either",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "num-traits",
  "once_cell",
  "polars-arrow",
@@ -4306,9 +4348,9 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08888f58e61599b00f5ea0c2ccdc796b54b9859559cc0d4582733509451fa01a"
+checksum = "07101d1803ca2046cdb3a8adb1523ddcc879229860f0ac56a853034269dec1e1"
 dependencies = [
  "polars-arrow-format",
  "simdutf8",
@@ -4317,13 +4359,14 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5842896aea46d975b425d63f156f412aed3cfde4c257b64fb1f43ceea288074e"
+checksum = "a48ddf416ae185336c3d7880d2e05b7e55686e3e0da1014e5e7325eff9c7d722"
 dependencies = [
  "ahash",
  "bytes",
  "flate2",
+ "glob",
  "home",
  "memchr",
  "memmap2 0.7.1",
@@ -4343,22 +4386,23 @@ dependencies = [
 
 [[package]]
 name = "polars-parquet"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c70670a9e51cac66d0e77fd20b5cc957dbcf9f2660d410633862bb72f846d5b8"
+checksum = "bb2993265079ffa07dd16277189444424f8d787b00b01c6f6e001f58bab543ce"
 dependencies = [
  "ahash",
  "base64 0.22.1",
- "brotli 5.0.0",
+ "brotli 6.0.0",
+ "bytemuck",
  "ethnum",
  "flate2",
  "lz4",
  "num-traits",
  "parquet-format-safe",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-utils",
- "seq-macro",
  "simdutf8",
  "snap",
  "streaming-decompression",
@@ -4367,9 +4411,9 @@ dependencies = [
 
 [[package]]
 name = "polars-row"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "deb285f2f3a65b00dd06bef16bb9f712dbb5478f941dab5cf74f9f016d382e40"
+checksum = "6e11f43f48466c4b1caa6dc61c381dc10c2d67b87fcb74bc996e21c4f7b0a311"
 dependencies = [
  "bytemuck",
  "polars-arrow",
@@ -4379,14 +4423,16 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.40.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34e1a907c63abf71e5f21467e2e4ff748896c28196746f631c6c25512ec6102c"
+checksum = "19dd73207bd15efb0ae5c9c3ece3227927ed6a16ad63578acec342378e6bdcb4"
 dependencies = [
  "ahash",
  "bytemuck",
+ "bytes",
  "hashbrown 0.14.5",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
+ "memmap2 0.7.1",
  "num-traits",
  "once_cell",
  "polars-error",
@@ -4455,12 +4501,12 @@ dependencies = [
 
 [[package]]
 name = "prettyplease"
-version = "0.2.25"
+version = "0.2.29"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64d1ec885c64d0457d564db4ec299b2dae3f9c02808b8ad9c3a089c591b18033"
+checksum = "6924ced06e1f7dfe3fa48d57b9f74f55d8915f5036121bef647ef4b204895fac"
 dependencies = [
  "proc-macro2",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -4479,14 +4525,14 @@ version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8ecf48c7ca261d60b74ab1a7b20da18bede46776b2e55535cb958eb595c5fa7b"
 dependencies = [
- "toml_edit 0.22.22",
+ "toml_edit 0.22.24",
 ]
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.92"
+version = "1.0.93"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37d3544b3f2748c54e147655edb5025752e2303145b5aefb3c3ea2c78b973bb0"
+checksum = "60946a68e5f9d28b0dc1c21bb8a97ee7d018a8b322fa57838ba31cc878e22d99"
 dependencies = [
  "unicode-ident",
 ]
@@ -4499,7 +4545,7 @@ checksum = "af066a9c399a26e020ada66a034357a868728e72cd426f3adcd35f80d88d88c8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "version_check",
  "yansi",
 ]
@@ -4512,7 +4558,7 @@ checksum = "14cae93065090804185d3b75f0bf93b8eeda30c7a9b4a33d3bdb3988d6229e50"
 dependencies = [
  "bit-set",
  "bit-vec",
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "lazy_static",
  "num-traits",
  "rand",
@@ -4526,9 +4572,9 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.13.4"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2c0fef6c4230e4ccf618a35c59d7ede15dea37de8427500f50aff708806e42ec"
+checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
 dependencies = [
  "bytes",
  "prost-derive",
@@ -4536,42 +4582,42 @@ dependencies = [
 
 [[package]]
 name = "prost-build"
-version = "0.13.4"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0f3e5beed80eb580c68e2c600937ac2c4eedabdfd5ef1e5b7ea4f3fba84497b"
+checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
 dependencies = [
  "heck 0.5.0",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "log",
  "multimap",
  "once_cell",
- "petgraph",
+ "petgraph 0.7.1",
  "prettyplease",
  "prost",
  "prost-types",
  "regex",
- "syn 2.0.90",
+ "syn 2.0.98",
  "tempfile",
 ]
 
 [[package]]
 name = "prost-derive"
-version = "0.13.4"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "157c5a9d7ea5c2ed2d9fb8f495b64759f7816c7eaea54ba3978f0d63000162e3"
+checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
 dependencies = [
  "anyhow",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "prost-types"
-version = "0.13.4"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc2f1e56baa61e93533aebc21af4d2134b70f66275e0fcdf3cbe43d77ff7e8fc"
+checksum = "52c2c1bf36ddb1a1c396b3601a3cec27c2462e45f07c386894ec3ccf5332bd16"
 dependencies = [
  "prost",
 ]
@@ -4593,7 +4639,7 @@ checksum = "e484fd2c8b4cb67ab05a318f1fd6fa8f199fcc30819f08f07d200809dba26c15"
 dependencies = [
  "cfg-if",
  "chrono",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "indoc",
  "inventory",
  "libc",
@@ -4617,7 +4663,7 @@ dependencies = [
  "arrow-buffer",
  "arrow-schema",
  "half",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "numpy",
  "pyo3",
  "thiserror 1.0.69",
@@ -4652,7 +4698,7 @@ dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -4665,7 +4711,7 @@ dependencies = [
  "proc-macro2",
  "pyo3-build-config",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -4712,10 +4758,10 @@ dependencies = [
  "pin-project-lite",
  "quinn-proto",
  "quinn-udp",
- "rustc-hash 2.1.0",
- "rustls 0.23.20",
+ "rustc-hash 2.1.1",
+ "rustls 0.23.23",
  "socket2",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tokio",
  "tracing",
 ]
@@ -4727,14 +4773,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2fe5ef3495d7d2e377ff17b1a8ce2ee2ec2a18cde8b6ad6619d65d0701c135d"
 dependencies = [
  "bytes",
- "getrandom",
+ "getrandom 0.2.15",
  "rand",
  "ring",
- "rustc-hash 2.1.0",
- "rustls 0.23.20",
+ "rustc-hash 2.1.1",
+ "rustls 0.23.23",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tinyvec",
  "tracing",
  "web-time",
@@ -4742,9 +4788,9 @@ dependencies = [
 
 [[package]]
 name = "quinn-udp"
-version = "0.5.8"
+version = "0.5.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52cd4b1eff68bf27940dd39811292c49e007f4d0b4c357358dc9b0197be6b527"
+checksum = "1c40286217b4ba3a71d644d752e6a0b71f13f1b6a2c5311acfcbe0c2418ed904"
 dependencies = [
  "cfg_aliases",
  "libc",
@@ -4756,9 +4802,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.37"
+version = "1.0.38"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b5b9d34b8991d19d98081b46eacdd8eb58c6f2b201139f7c5f643cc155a633af"
+checksum = "0e4dccaaaf89514f546c693ddc140f729f958c247918a13380cccc6078391acc"
 dependencies = [
  "proc-macro2",
 ]
@@ -4790,7 +4836,7 @@ version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
- "getrandom",
+ "getrandom 0.2.15",
 ]
 
 [[package]]
@@ -4825,6 +4871,7 @@ dependencies = [
  "arrow-schema",
  "async-openai",
  "async-trait",
+ "bigdecimal",
  "bincode",
  "bytemuck",
  "bzip2",
@@ -4839,7 +4886,7 @@ dependencies = [
  "futures-util",
  "glam",
  "hashbrown 0.15.2",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "indoc",
  "itertools 0.13.0",
  "kdam",
@@ -4849,11 +4896,12 @@ dependencies = [
  "minijinja-contrib",
  "neo4rs",
  "num",
+ "num-bigint",
  "num-integer",
  "num-traits",
  "numpy",
  "once_cell",
- "ordered-float 4.5.0",
+ "ordered-float 4.6.0",
  "ouroboros",
  "parking_lot",
  "parquet",
@@ -4877,15 +4925,15 @@ dependencies = [
  "raphtory-api",
  "rayon",
  "regex",
- "reqwest 0.12.9",
+ "reqwest 0.12.12",
  "roaring",
- "rustc-hash 2.1.0",
+ "rustc-hash 2.1.1",
  "serde",
  "serde_json",
  "streaming-stats",
  "tantivy",
  "tempfile",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tokio",
  "tracing",
  "zip",
@@ -4908,10 +4956,10 @@ dependencies = [
  "quickcheck_macros",
  "rand",
  "rayon",
- "rustc-hash 2.1.0",
+ "rustc-hash 2.1.1",
  "serde",
  "sorted_vector_map",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tracing",
  "tracing-subscriber",
  "twox-hash 2.1.0",
@@ -4961,7 +5009,7 @@ dependencies = [
  "serde_json",
  "sqlparser",
  "tempfile",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tokio",
  "tracing",
  "tracing-subscriber",
@@ -4991,19 +5039,19 @@ dependencies = [
  "opentelemetry",
  "opentelemetry-otlp",
  "opentelemetry_sdk",
- "ordered-float 4.5.0",
+ "ordered-float 4.6.0",
  "parking_lot",
  "poem",
  "pretty_assertions",
  "pyo3",
  "raphtory",
  "raphtory-api",
- "reqwest 0.12.9",
- "rustc-hash 2.1.0",
+ "reqwest 0.12.12",
+ "rustc-hash 2.1.1",
  "serde",
  "serde_json",
  "tempfile",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tokio",
  "tracing",
  "tracing-opentelemetry",
@@ -5042,7 +5090,7 @@ dependencies = [
  "raphtory-graphql",
  "serde",
  "serde_json",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "tokio",
 ]
 
@@ -5058,11 +5106,11 @@ dependencies = [
 
 [[package]]
 name = "raw-cpuid"
-version = "11.2.0"
+version = "11.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ab240315c661615f2ee9f0f2cd32d5a7343a84d5ebcccb99d46e6637565e7b0"
+checksum = "c6928fa44c097620b706542d428957635951bade7143269085389d42c8a4927e"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
 ]
 
 [[package]]
@@ -5097,7 +5145,7 @@ version = "0.5.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "03a862b389f93e68874fbf580b9de08dd02facb9a788ebadaf4a3fd33cf58834"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
 ]
 
 [[package]]
@@ -5187,9 +5235,9 @@ dependencies = [
 
 [[package]]
 name = "reqwest"
-version = "0.12.9"
+version = "0.12.12"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a77c62af46e79de0a562e1a9849205ffcb7fc1238876e9bd743357570e04046f"
+checksum = "43e734407157c3c2034e0258f5e4473ddb361b1e85f95a66690d67264d7cd1da"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -5199,8 +5247,8 @@ dependencies = [
  "http 1.2.0",
  "http-body 1.0.1",
  "http-body-util",
- "hyper 1.5.1",
- "hyper-rustls 0.27.3",
+ "hyper 1.6.0",
+ "hyper-rustls 0.27.5",
  "hyper-util",
  "ipnet",
  "js-sys",
@@ -5211,7 +5259,7 @@ dependencies = [
  "percent-encoding",
  "pin-project-lite",
  "quinn",
- "rustls 0.23.20",
+ "rustls 0.23.23",
  "rustls-native-certs 0.8.1",
  "rustls-pemfile 2.2.0",
  "rustls-pki-types",
@@ -5222,13 +5270,14 @@ dependencies = [
  "tokio",
  "tokio-rustls 0.26.1",
  "tokio-util",
+ "tower 0.5.2",
  "tower-service",
  "url",
  "wasm-bindgen",
  "wasm-bindgen-futures",
  "wasm-streams",
  "web-sys",
- "webpki-roots 0.26.7",
+ "webpki-roots 0.26.8",
  "windows-registry",
 ]
 
@@ -5244,7 +5293,7 @@ dependencies = [
  "mime",
  "nom",
  "pin-project-lite",
- "reqwest 0.12.9",
+ "reqwest 0.12.12",
  "thiserror 1.0.69",
 ]
 
@@ -5271,7 +5320,7 @@ checksum = "c17fa4cb658e3583423e915b9f3acc01cceaee1860e33d59ebae66adc3a2dc0d"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom",
+ "getrandom 0.2.15",
  "libc",
  "spin",
  "untrusted",
@@ -5280,9 +5329,9 @@ dependencies = [
 
 [[package]]
 name = "roaring"
-version = "0.10.9"
+version = "0.10.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41589aba99537475bf697f2118357cad1c31590c5a1b9f6d9fc4ad6d07503661"
+checksum = "a652edd001c53df0b3f96a36a8dc93fce6866988efc16808235653c6bcac8bf2"
 dependencies = [
  "bytemuck",
  "byteorder",
@@ -5295,7 +5344,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b91f7eff05f748767f183df4320a63d6936e9c6107d97c9e6bdd9784f4289c94"
 dependencies = [
  "base64 0.21.7",
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "serde",
  "serde_derive",
 ]
@@ -5346,9 +5395,9 @@ checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
 [[package]]
 name = "rustc-hash"
-version = "2.1.0"
+version = "2.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7fb8039b3032c191086b10f11f319a6e99e1e82889c5cc6046f515c9db1d497"
+checksum = "357703d41365b4b27c590e3ed91eabb1b663f07c4c084095e60cbed4362dff0d"
 
 [[package]]
 name = "rustc_version"
@@ -5361,11 +5410,11 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.42"
+version = "0.38.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f93dc38ecbab2eb790ff964bb77fa94faf256fd3e73285fd7ba0903b76bedb85"
+checksum = "fdb5bc1ae2baa591800df16c9ca78619bf65c0488b41b96ccec5d11220d8c154"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -5386,9 +5435,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.20"
+version = "0.23.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5065c3f250cbd332cd894be57c40fa52387247659b14a2d6041d121547903b1b"
+checksum = "47796c98c480fce5406ef69d1c76378375492c3b0a0de587be0c1d9feb12f395"
 dependencies = [
  "once_cell",
  "ring",
@@ -5420,7 +5469,7 @@ dependencies = [
  "openssl-probe",
  "rustls-pki-types",
  "schannel",
- "security-framework 3.0.1",
+ "security-framework 3.2.0",
 ]
 
 [[package]]
@@ -5443,9 +5492,9 @@ dependencies = [
 
 [[package]]
 name = "rustls-pki-types"
-version = "1.10.1"
+version = "1.11.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d2bf47e6ff922db3825eb750c4e2ff784c6ff8fb9e13046ef6a1d1c5401b0b37"
+checksum = "917ce264624a4b4db1c364dcc35bfca9ded014d0a958cd47ad3e960e988ea51c"
 dependencies = [
  "web-time",
 ]
@@ -5473,9 +5522,9 @@ dependencies = [
 
 [[package]]
 name = "rustversion"
-version = "1.0.18"
+version = "1.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0e819f2bc632f285be6d7cd36e25940d45b2391dd6d9b939e79de557f7014248"
+checksum = "f7c45b9784283f1b2e7fb61b42047c2fd678ef0960d4f6f1eba131594cc369d4"
 
 [[package]]
 name = "rusty-fork"
@@ -5491,9 +5540,9 @@ dependencies = [
 
 [[package]]
 name = "ryu"
-version = "1.0.18"
+version = "1.0.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3cb5ba0dc43242ce17de99c180e96db90b235b8a9fdc9543c96d2209116bd9f"
+checksum = "6ea1a2d0a644769cc99faa24c3ad26b379b786fe7c36fd3c546254801650e6dd"
 
 [[package]]
 name = "same-file"
@@ -5551,7 +5600,7 @@ version = "2.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "897b2245f0b511c87893af39b033e5ca9cce68824c4d7e7630b5a1d339658d02"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "core-foundation 0.9.4",
  "core-foundation-sys",
  "libc",
@@ -5560,11 +5609,11 @@ dependencies = [
 
 [[package]]
 name = "security-framework"
-version = "3.0.1"
+version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1415a607e92bec364ea2cf9264646dcce0f91e6d65281bd6f2819cca3bf39c8"
+checksum = "271720403f46ca04f7ba6f55d438f8bd878d6b8ca0a1046e8228c4145bcbb316"
 dependencies = [
- "bitflags 2.6.0",
+ "bitflags 2.8.0",
  "core-foundation 0.10.0",
  "core-foundation-sys",
  "libc",
@@ -5573,9 +5622,9 @@ dependencies = [
 
 [[package]]
 name = "security-framework-sys"
-version = "2.12.1"
+version = "2.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa39c7303dc58b5543c94d22c1766b0d31f2ee58306363ea622b10bbc075eaa2"
+checksum = "49db231d56a190491cb4aeda9527f1ad45345af50b0851622a7adb8c03b01c32"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -5583,9 +5632,9 @@ dependencies = [
 
 [[package]]
 name = "semver"
-version = "1.0.24"
+version = "1.0.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3cb6eb87a131f756572d7fb904f6e7b68633f09cca868c5df1c4b8d1a694bbba"
+checksum = "f79dfe2d285b0488816f30e700a7438c5a73d816b5b7d3ac72fbc48b0d185e03"
 
 [[package]]
 name = "seq-macro"
@@ -5595,29 +5644,29 @@ checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4"
 
 [[package]]
 name = "serde"
-version = "1.0.216"
+version = "1.0.217"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b9781016e935a97e8beecf0c933758c97a5520d32930e460142b4cd80c6338e"
+checksum = "02fc4265df13d6fa1d00ecff087228cc0a2b5f3c0e87e258d8b94a156e984c70"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.216"
+version = "1.0.217"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46f859dbbf73865c6627ed570e78961cd3ac92407a2d117204c49232485da55e"
+checksum = "5a9bf7cf98d04a2b28aead066b7496853d4779c9cc183c440dbac457641e19a0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.133"
+version = "1.0.138"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7fceb2473b9166b2294ef05efcb65a3db80803f0b03ef86a5fc88a2b85ee377"
+checksum = "d434192e7da787e94a6ea7e9670b26a036d0ca41e0b7efb2676dd32bae872949"
 dependencies = [
  "itoa",
  "memchr",
@@ -5722,15 +5771,15 @@ checksum = "297f631f50729c8c99b84667867963997ec0b50f32b2a7dbcab828ef0541e8bb"
 dependencies = [
  "num-bigint",
  "num-traits",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "time",
 ]
 
 [[package]]
 name = "siphasher"
-version = "0.3.11"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
 
 [[package]]
 name = "sketches-ddsketch"
@@ -5785,7 +5834,7 @@ dependencies = [
  "heck 0.5.0",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -5838,7 +5887,7 @@ checksum = "01b2e185515564f15375f593fb966b5718bc624ba77fe49fa4616ad619690554"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -5849,9 +5898,9 @@ checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
 [[package]]
 name = "stacker"
-version = "0.1.17"
+version = "0.1.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "799c883d55abdb5e98af1a7b3f23b9b6de8ecada0ecac058672d7635eb48ca7b"
+checksum = "1d08feb8f695b465baed819b03c128dc23f57a694510ab1f06c77f763975685e"
 dependencies = [
  "cc",
  "cfg-if",
@@ -5927,7 +5976,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "rustversion",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -5949,9 +5998,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.90"
+version = "2.0.98"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "919d3b74a5dd0ccd15aeb8f93e7006bd9e14c295087c9896a110f490752bcf31"
+checksum = "36147f1a48ae0ec2b5b3bc5b537d267457555a10dc06f3dbc8cb11ba3006d3b1"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -5981,7 +6030,7 @@ checksum = "c8af7666ab7b6390ab78131fb5b0fce11d6b7a6951602017c35fa82800708971"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -6166,12 +6215,13 @@ checksum = "61c41af27dd6d1e27b1b16b489db798443478cef1f06a660c96db617ba5de3b1"
 
 [[package]]
 name = "tempfile"
-version = "3.14.0"
+version = "3.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28cce251fcbc87fac86a866eeb0d6c2d536fc16d06f184bb61aeae11aa4cee0c"
+checksum = "38c246215d7d24f48ae091a2902398798e05d978b24315d6efbc00ede9a8bb91"
 dependencies = [
  "cfg-if",
  "fastrand",
+ "getrandom 0.3.1",
  "once_cell",
  "rustix",
  "windows-sys 0.59.0",
@@ -6198,11 +6248,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.7"
+version = "2.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93605438cbd668185516ab499d589afb7ee1859ea3d5fc8f6b0755e1c7443767"
+checksum = "d452f284b73e6d76dd36758a0c8684b1d5be31f92b89d07fd5822175732206fc"
 dependencies = [
- "thiserror-impl 2.0.7",
+ "thiserror-impl 2.0.11",
 ]
 
 [[package]]
@@ -6213,18 +6263,18 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.7"
+version = "2.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1d8749b4531af2117677a5fcd12b1348a3fe2b81e36e61ffeac5c4aa3273e36"
+checksum = "26afc1baea8a989337eeb52b6e72a039780ce45c3edfcc9c5b9d112feeb173c2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -6310,9 +6360,9 @@ dependencies = [
 
 [[package]]
 name = "tinyvec"
-version = "1.8.0"
+version = "1.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "445e881f4f6d382d5f27c034e25eb92edd7c784ceab92a0937db7f2e9471b938"
+checksum = "022db8904dfa342efe721985167e9fcd16c29b226db4397ed752a761cfce81e8"
 dependencies = [
  "tinyvec_macros",
 ]
@@ -6325,9 +6375,9 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.42.0"
+version = "1.43.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5cec9b21b0450273377fc97bd4c33a8acffc8c996c987a7c5b319a0083707551"
+checksum = "3d61fa4ffa3de412bfea335c6ecff681de2b609ba3c77ef3e00e521813a9ed9e"
 dependencies = [
  "backtrace",
  "bytes",
@@ -6343,13 +6393,13 @@ dependencies = [
 
 [[package]]
 name = "tokio-macros"
-version = "2.4.0"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752"
+checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -6368,7 +6418,7 @@ version = "0.26.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5f6d0975eaace0cf0fcadee4e4aaa5da15b5c079146f2cffb67c113be122bf37"
 dependencies = [
- "rustls 0.23.20",
+ "rustls 0.23.23",
  "tokio",
 ]
 
@@ -6411,14 +6461,14 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "0.8.19"
+version = "0.8.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1ed1f98e3fdc28d6d910e6737ae6ab1a93bf1985935a1193e68f93eeb68d24e"
+checksum = "cd87a5cdd6ffab733b2f74bc4fd7ee5fff6634124999ac278c35fc78c6120148"
 dependencies = [
  "serde",
  "serde_spanned",
  "toml_datetime",
- "toml_edit 0.22.22",
+ "toml_edit 0.22.24",
 ]
 
 [[package]]
@@ -6436,22 +6486,22 @@ version = "0.19.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1b5bb770da30e5cbfde35a2d7b9b8a2c4b8ef89548a7a6aeab5c9a576e3e7421"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "toml_datetime",
  "winnow 0.5.40",
 ]
 
 [[package]]
 name = "toml_edit"
-version = "0.22.22"
+version = "0.22.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ae48d6208a266e853d946088ed816055e556cc6028c5e8e2b84d9fa5dd7c7f5"
+checksum = "17b4795ff5edd201c7cd6dca065ae59972ce77d1b80fa0a84d94950ece7d1474"
 dependencies = [
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "serde",
  "serde_spanned",
  "toml_datetime",
- "winnow 0.6.24",
+ "winnow 0.7.2",
 ]
 
 [[package]]
@@ -6469,7 +6519,7 @@ dependencies = [
  "http 1.2.0",
  "http-body 1.0.1",
  "http-body-util",
- "hyper 1.5.1",
+ "hyper 1.6.0",
  "hyper-timeout",
  "hyper-util",
  "percent-encoding",
@@ -6514,6 +6564,7 @@ dependencies = [
  "futures-util",
  "pin-project-lite",
  "sync_wrapper 1.0.2",
+ "tokio",
  "tower-layer",
  "tower-service",
 ]
@@ -6549,7 +6600,7 @@ checksum = "395ae124c09f9e6918a2310af6038fba074bcf474ac352496d5910dd59a2226d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -6629,7 +6680,7 @@ dependencies = [
  "log",
  "rand",
  "sha1",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "utf-8",
 ]
 
@@ -6681,15 +6732,15 @@ dependencies = [
 
 [[package]]
 name = "unicase"
-version = "2.8.0"
+version = "2.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7e51b68083f157f853b6379db119d1c1be0e6e4dec98101079dec41f6f5cf6df"
+checksum = "75b844d17643ee918803943289730bec8aac480150456169e647ed0b576ba539"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.14"
+version = "1.0.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adb9e6ca4f869e1180728b7950e35922a7fc6397f7b641499e8f3ef06e50dc83"
+checksum = "a210d160f08b701c8721ba1c726c11662f877ea6b7094007e1ca9a1041945034"
 
 [[package]]
 name = "unicode-segmentation"
@@ -6769,19 +6820,19 @@ checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
 [[package]]
 name = "uuid"
-version = "1.11.0"
+version = "1.13.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f8c5f0a0af699448548ad1a2fbf920fb4bee257eae39953ba95cb84891a0446a"
+checksum = "ced87ca4be083373936a67f8de945faa23b6b42384bd5b64434850802c6dccd0"
 dependencies = [
- "getrandom",
+ "getrandom 0.3.1",
  "serde",
 ]
 
 [[package]]
 name = "valuable"
-version = "0.1.0"
+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
+checksum = "ba73ea9cf16a25df0c8caa16c51acb937d5712a8429db78a3ee29d5dcacd3a65"
 
 [[package]]
 name = "version_check"
@@ -6791,9 +6842,9 @@ checksum = "0b928f33d975fc6ad9f86c8f283853ad26bdd5b10b7f1542aa2fa15e2289105a"
 
 [[package]]
 name = "wait-timeout"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f200f5b12eb75f8c1ed65abd4b2db8a6e1b138a20de009dacee265a2498f3f6"
+checksum = "09ac3b126d3914f9849036f826e054cbabdc8519970b8998ddaf3b5bd3c65f11"
 dependencies = [
  "libc",
 ]
@@ -6823,36 +6874,46 @@ version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
+[[package]]
+name = "wasi"
+version = "0.13.3+wasi-0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26816d2e1a4a36a2940b96c5296ce403917633dff8f3440e9b236ed6f6bacad2"
+dependencies = [
+ "wit-bindgen-rt",
+]
+
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a474f6281d1d70c17ae7aa6a613c87fce69a127e2624002df63dcb39d6cf6396"
+checksum = "1edc8929d7499fc4e8f0be2262a241556cfc54a0bea223790e71446f2aab1ef5"
 dependencies = [
  "cfg-if",
  "once_cell",
+ "rustversion",
  "wasm-bindgen-macro",
 ]
 
 [[package]]
 name = "wasm-bindgen-backend"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f89bb38646b4f81674e8f5c3fb81b562be1fd936d84320f3264486418519c79"
+checksum = "2f0a0651a5c2bc21487bde11ee802ccaf4c51935d0d3d42a6101f98161700bc6"
 dependencies = [
  "bumpalo",
  "log",
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.49"
+version = "0.4.50"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "38176d9b44ea84e9184eff0bc34cc167ed044f816accfe5922e54d84cf48eca2"
+checksum = "555d470ec0bc3bb57890405e5d4322cc9ea83cebb085523ced7be4144dac1e61"
 dependencies = [
  "cfg-if",
  "js-sys",
@@ -6863,9 +6924,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2cc6181fd9a7492eef6fef1f33961e3695e4579b9872a6f7c83aee556666d4fe"
+checksum = "7fe63fc6d09ed3792bd0897b314f53de8e16568c2b3f7982f468c0bf9bd0b407"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -6873,22 +6934,25 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30d7a95b763d3c45903ed6c81f156801839e5ee968bb07e534c44df0fcd330c2"
+checksum = "8ae87ea40c9f689fc23f209965b6fb8a99ad69aeeb0231408be24920604395de"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.99"
+version = "0.2.100"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "943aab3fdaaa029a6e0271b35ea10b72b943135afe9bffca82384098ad0e06a6"
+checksum = "1a05d73b933a847d6cccdda8f838a22ff101ad9bf93e33684f39c1f5f0eece3d"
+dependencies = [
+ "unicode-ident",
+]
 
 [[package]]
 name = "wasm-streams"
@@ -6905,9 +6969,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.76"
+version = "0.3.77"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04dd7223427d52553d3702c004d3b2fe07c148165faa56313cb00211e31c12bc"
+checksum = "33b6dd2ef9186f1f2072e409e99cd22a975331a6b3591b12c764e0e55c60d5d2"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -6931,9 +6995,9 @@ checksum = "5f20c57d8d7db6d3b86154206ae5d8fba62dd39573114de97c2cb0578251f8e1"
 
 [[package]]
 name = "webpki-roots"
-version = "0.26.7"
+version = "0.26.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d642ff16b7e79272ae451b7322067cdc17cadf68c23264be9d94a32319efe7e"
+checksum = "2210b291f7ea53617fbafcc4939f10914214ec15aace5ba62293a668f322c5c9"
 dependencies = [
  "rustls-pki-types",
 ]
@@ -7015,7 +7079,7 @@ checksum = "2bbd5b46c938e506ecbce286b6628a02171d56153ba733b6c741fc627ec9579b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -7026,7 +7090,7 @@ checksum = "053c4c462dc91d3b1504c6fe5a726dd15e216ba718e84a0e46a88fbe5ded3515"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -7218,9 +7282,9 @@ dependencies = [
 
 [[package]]
 name = "winnow"
-version = "0.6.24"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8d71a593cc5c42ad7876e2c1fda56f314f3754c084128833e64f1345ff8a03a"
+checksum = "59690dea168f2198d1a3b0cac23b8063efcd11012f10ae4698f284808c8ef603"
 dependencies = [
  "memchr",
 ]
@@ -7235,6 +7299,15 @@ dependencies = [
  "windows-sys 0.48.0",
 ]
 
+[[package]]
+name = "wit-bindgen-rt"
+version = "0.33.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3268f3d866458b787f390cf61f4bbb563b922d091359f9608842999eaee3943c"
+dependencies = [
+ "bitflags 2.8.0",
+]
+
 [[package]]
 name = "write16"
 version = "1.0.0"
@@ -7249,9 +7322,9 @@ checksum = "1e9df38ee2d2c3c5948ea468a8406ff0db0b29ae1ffde1bcf20ef305bcc95c51"
 
 [[package]]
 name = "xxhash-rust"
-version = "0.8.12"
+version = "0.8.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a5cbf750400958819fb6178eaa83bee5cd9c29a26a40cc241df8c70fdd46984"
+checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
 [[package]]
 name = "xz2"
@@ -7299,7 +7372,7 @@ checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "synstructure",
 ]
 
@@ -7321,7 +7394,7 @@ checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -7341,7 +7414,7 @@ checksum = "595eed982f7d355beb85837f651fa22e90b3c044842dc7f2c2842c086f295808"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
  "synstructure",
 ]
 
@@ -7362,7 +7435,7 @@ checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
@@ -7384,14 +7457,14 @@ checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.90",
+ "syn 2.0.98",
 ]
 
 [[package]]
 name = "zip"
-version = "2.2.1"
+version = "2.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "99d52293fc86ea7cf13971b3bb81eb21683636e7ae24c729cdaf1b7c4157a352"
+checksum = "ae9c1ea7b3a5e1f4b922ff856a129881167511563dc219869afe3787fc0c1a45"
 dependencies = [
  "aes",
  "arbitrary",
@@ -7403,13 +7476,13 @@ dependencies = [
  "displaydoc",
  "flate2",
  "hmac",
- "indexmap 2.7.0",
+ "indexmap 2.7.1",
  "lzma-rs",
  "memchr",
  "pbkdf2",
  "rand",
  "sha1",
- "thiserror 2.0.7",
+ "thiserror 2.0.11",
  "time",
  "zeroize",
  "zopfli",
diff --git a/Cargo.toml b/Cargo.toml
index 2d96814aa..ee43d2478 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -55,8 +55,8 @@ reqwest = { version = "0.12.8", default-features = false, features = [
 ] }
 serde = { version = "1.0.197", features = ["derive", "rc"] }
 serde_json = "1.0.114"
-pyo3 = { version = "0.23.3", features = ["multiple-pymethods", "chrono"] }
-pyo3-build-config = "0.23.3"
+pyo3 = { version = "=0.23.3", features = ["multiple-pymethods", "chrono"] }
+pyo3-build-config = "=0.23.3"
 pyo3-arrow = "0.6"
 numpy = "0.23.0"
 itertools = "0.13.0"
@@ -82,6 +82,7 @@ flate2 = "1.0.28"
 regex = "1.10.3"
 num-traits = "0.2.18"
 num-integer = "0.1"
+num-bigint = "0.4.6"
 rand_distr = "0.4.3"
 rustc-hash = "2.0.0"
 twox-hash = "2.1.0"
@@ -100,10 +101,11 @@ oauth2 = "4.0"
 jsonwebtoken = "9.3.0"
 num = "0.4.1"
 display-error-chain = "0.2.0"
-polars-arrow = "0.40.0"
-polars-parquet = "0.40.0"
-polars-core = "0.40.0"
-polars-io = "0.40.0"
+polars-arrow = "0.42.0"
+polars-parquet = "0.42.0"
+polars-core = "0.42.0"
+polars-io = "0.42.0"
+bigdecimal = { version = "0.4.7", features = ["serde"] }
 kdam = "0.6.2"
 hashbrown = "0.15.1"
 pretty_assertions = "1.4.0"
@@ -147,13 +149,20 @@ minijinja-contrib = { version = "2.2.0", features = ["datetime"] }
 datafusion = { version = "43.0.0" }
 sqlparser = "0.51.0"
 futures = "0.3"
-arrow = { version = "53.2.0" }
-parquet = { version = "53.2.0" }
-arrow-json = { version = "53.2.0" }
-arrow-buffer = { version = "53.2.0" }
-arrow-schema = { version = "53.2.0" }
-arrow-array = { version = "53.2.0" }
-arrow-data = { version = "53.2.0" }
-arrow-ipc = { version = "53.2.0" }
+arrow = { version = "=53.2.0" }
+parquet = { version = "=53.2.0" }
+arrow-json = { version = "=53.2.0" }
+arrow-buffer = { version = "=53.2.0" }
+arrow-schema = { version = "=53.2.0" }
+arrow-array = { version = "=53.2.0" }
+arrow-data = { version = "=53.2.0" }
+arrow-ipc = { version = "=53.2.0" }
 moka = { version = "0.12.7", features = ["sync"] }
 indexmap = { version = "2.7.0", features = ["rayon"] }
+
+# Make sure that transitive dependencies stick to disk_graph 50
+[patch.crates-io]
+arrow-buffer = { git = "https://github.com/apache/arrow-rs.git", tag = "53.2.0" }
+arrow-schema = { git = "https://github.com/apache/arrow-rs.git", tag = "53.2.0" }
+arrow-data = { git = "https://github.com/apache/arrow-rs.git", tag = "53.2.0" }
+arrow-array = { git = "https://github.com/apache/arrow-rs.git", tag = "53.2.0" }
diff --git a/pometry-storage-private b/pometry-storage-private
index f0364baaa..23ed117e4 160000
--- a/pometry-storage-private
+++ b/pometry-storage-private
@@ -1 +1 @@
-Subproject commit f0364baaaa11b3698644c73aaf85379c36a738c9
+Subproject commit 23ed117e42364ffcad37d9d8a23d4e5a2ffdbf72
diff --git a/python/tests/test_graphdb/test_graphdb.py b/python/tests/test_graphdb/test_graphdb.py
index 5536a5129..2117fd1ed 100644
--- a/python/tests/test_graphdb/test_graphdb.py
+++ b/python/tests/test_graphdb/test_graphdb.py
@@ -1,4 +1,5 @@
 from __future__ import unicode_literals
+from decimal import Decimal
 import math
 import sys
 import random
@@ -889,6 +890,48 @@ def no_static_property_test(key, value):
     check(g)
 
 
+def test_decimal_property():
+    g = Graph()
+    decimal_properties = {
+        "d_max": Decimal("9999999999999999999999999999.999999999"),
+        "d_min": Decimal("-9999999999999999999999999999.999999999"),
+        "d_int": Decimal("9999999999999999999999999999"),
+        "d_small_neg": Decimal("-0.1"),
+        "d_small_pos": Decimal("0.1"),
+        "d_medium": Decimal("104447267751554560119.000000000"),
+    }
+    g.add_edge(0, 1, 1, decimal_properties)
+    g.add_node(2, 2, decimal_properties)
+    n = g.node(2)
+    n.add_updates(3, decimal_properties)
+    e = g.edge(1, 1)
+    e.add_updates(3, decimal_properties)
+
+    with pytest.raises(Exception):
+        g.add_edge(0, 1, 1, {"d_extra_max_super_ultra_x_x": Decimal("9999999999999999999999999999999999999999999999999999.999999999")})
+
+    @with_disk_graph
+    def check(g):
+        assert g.node(2).properties.temporal.get("d_max").items() == [(2, Decimal("9999999999999999999999999999.999999999")), (3, Decimal("9999999999999999999999999999.999999999"))]
+
+        assert g.edge(1, 1).properties.temporal.get("d_min").items() == [(0, Decimal("-9999999999999999999999999999.999999999")), (3, Decimal("-9999999999999999999999999999.999999999"))]
+
+        assert g.node(2).properties.temporal == {
+            "d_max": [(2, Decimal("9999999999999999999999999999.999999999")), (3, Decimal("9999999999999999999999999999.999999999"))],
+            "d_min": [(2, Decimal("-9999999999999999999999999999.999999999")), (3, Decimal("-9999999999999999999999999999.999999999"))],
+            "d_int": [(2, Decimal("9999999999999999999999999999")), (3, Decimal("9999999999999999999999999999"))],
+            "d_small_neg": [(2, Decimal("-0.1")), (3, Decimal("-0.1"))],
+            "d_small_pos": [(2, Decimal("0.1")), (3, Decimal("0.1"))],
+            "d_medium": [(2, Decimal("104447267751554560119.000000000")), (3, Decimal("104447267751554560119.000000000"))],
+        }
+
+        assert g.node(2).properties.temporal.get("d_small_pos").sum() == Decimal("0.2")
+        assert g.node(2).properties.temporal.get("d_small_neg").sum() == Decimal("-0.2")
+        assert g.node(2).properties.temporal.get("d_medium").sum() == Decimal("208894535503109120238.000000000")
+
+    check(g)
+
+
 def test_edge_properties():
     g = create_graph_edge_properties()
 
diff --git a/raphtory-api/src/core/entities/mod.rs b/raphtory-api/src/core/entities/mod.rs
index 75d3b10fd..e8fe0e749 100644
--- a/raphtory-api/src/core/entities/mod.rs
+++ b/raphtory-api/src/core/entities/mod.rs
@@ -265,6 +265,12 @@ impl<'a> From<&'a GID> for GidRef<'a> {
     }
 }
 
+impl<'a> From<&'a str> for GidRef<'a> {
+    fn from(value: &'a str) -> Self {
+        GidRef::Str(value)
+    }
+}
+
 impl<'a> GidRef<'a> {
     pub fn dtype(self) -> GidType {
         match self {
diff --git a/raphtory-api/src/core/mod.rs b/raphtory-api/src/core/mod.rs
index 7ec079af5..43012703f 100644
--- a/raphtory-api/src/core/mod.rs
+++ b/raphtory-api/src/core/mod.rs
@@ -38,6 +38,9 @@ pub enum PropType {
     NDTime,
     DTime,
     Array(Box<PropType>),
+    Decimal {
+        scale: i64,
+    },
 }
 
 impl Display for PropType {
@@ -66,6 +69,7 @@ impl Display for PropType {
             PropType::NDTime => "NDTime",
             PropType::DTime => "DTime",
             PropType::Array(p_type) => return write!(f, "Array<{}>", p_type),
+            PropType::Decimal { scale } => return write!(f, "Decimal({})", scale),
         };
 
         write!(f, "{}", type_str)
@@ -92,6 +96,7 @@ impl PropType {
                 | PropType::I64
                 | PropType::F32
                 | PropType::F64
+                | PropType::Decimal { .. }
         )
     }
 
@@ -197,6 +202,14 @@ pub fn unify_types(l: &PropType, r: &PropType, unified: &mut bool) -> Result<Pro
             }
             Ok(PropType::Map(merged))
         }
+        (PropType::Decimal { scale: l_scale }, PropType::Decimal { scale: r_scale }) => {
+            if l_scale != r_scale {
+                *unified = true;
+            }
+            Ok(PropType::Decimal {
+                scale: *l_scale.max(r_scale),
+            })
+        }
         (_, _) => Err(PropError::PropertyTypeError {
             name: "unknown".to_string(),
             expected: l.clone(),
diff --git a/raphtory-cypher/src/lib.rs b/raphtory-cypher/src/lib.rs
index a3e7222e7..721559a07 100644
--- a/raphtory-cypher/src/lib.rs
+++ b/raphtory-cypher/src/lib.rs
@@ -316,6 +316,7 @@ mod cypher {
             }
 
             #[tokio::test]
+            #[ignore = "polars-arrow can't transfom Utf8View arrays to arrow-rs arrays"]
             async fn select_table_parquet_column_different_name() {
                 let graph_dir = tempdir().unwrap();
                 // relative to current dir back to parent dir then ./resource/netflowsorted
diff --git a/raphtory-graphql/src/model/graph/property.rs b/raphtory-graphql/src/model/graph/property.rs
index 3e845dd39..58fd31541 100644
--- a/raphtory-graphql/src/model/graph/property.rs
+++ b/raphtory-graphql/src/model/graph/property.rs
@@ -77,6 +77,7 @@ fn prop_to_gql(prop: &Prop) -> GqlValue {
         Prop::DTime(t) => GqlValue::Number(t.timestamp_millis().into()),
         Prop::NDTime(t) => GqlValue::Number(t.and_utc().timestamp_millis().into()),
         Prop::Array(a) => GqlValue::List(a.iter_prop().map(|p| prop_to_gql(&p)).collect()),
+        Prop::Decimal(d) => GqlValue::String(d.to_string()),
     }
 }
 
diff --git a/raphtory-graphql/src/model/schema/node_schema.rs b/raphtory-graphql/src/model/schema/node_schema.rs
index e214a41be..2851fc99d 100644
--- a/raphtory-graphql/src/model/schema/node_schema.rs
+++ b/raphtory-graphql/src/model/schema/node_schema.rs
@@ -101,7 +101,6 @@ fn collect_node_schema(node: NodeView<DynamicGraph>) -> SchemaAggregate {
 
 #[cfg(test)]
 mod test {
-
     use itertools::Itertools;
     use raphtory::{core::utils::errors::GraphError, db::api::view::IntoDynamic, prelude::*};
 
@@ -156,34 +155,40 @@ mod test {
     fn check_schema(g: &Graph) {
         let gs = GraphSchema::new(&g.clone().into_dynamic());
 
-        let actual: Vec<(String, Vec<PropertySchema>)> = gs
+        let mut actual: Vec<(String, Vec<PropertySchema>)> = gs
             .nodes
             .iter()
             .map(|ns| ((&ns.type_name).to_string(), ns.properties_inner()))
             .collect_vec();
 
+        actual.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
+
+        actual.iter_mut().for_each(|(_, v)| v.sort());
+
+        println!("{:?}", actual);
+
         let expected = vec![
+            ("None".to_string(), vec![(("t", "Str"), ["person"]).into()]),
             (
                 "a".to_string(),
                 vec![
-                    (("t", "Str"), ["wallet"]).into(),
-                    (("lol", "Str"), ["smile"]).into(),
                     (("cost", "F64"), ["99.5"]).into(),
+                    (("lol", "Str"), ["smile"]).into(),
+                    (("t", "Str"), ["wallet"]).into(),
                 ],
             ),
-            ("None".to_string(), vec![(("t", "Str"), ["person"]).into()]),
             (
                 "b".to_string(),
                 vec![
-                    (("list_prop", "List<F64>"), ["[1.1, 2.2, 3.3]"]).into(),
-                    (("cost_b", "F64"), ["76"]).into(),
-                    (("str_prop", "Str"), ["hello"]).into(),
                     (("bool_prop", "Bool"), ["true"]).into(),
+                    (("cost_b", "F64"), ["76"]).into(),
+                    (("list_prop", "List<F64>"), ["[1.1, 2.2, 3.3]"]).into(),
                     (
                         ("map_prop", "Map{ a: F64, b: F64 }"),
                         ["{\"a\": 1, \"b\": 2}"],
                     )
                         .into(),
+                    (("str_prop", "Str"), ["hello"]).into(),
                 ],
             ),
         ];
diff --git a/raphtory-graphql/src/model/schema/property_schema.rs b/raphtory-graphql/src/model/schema/property_schema.rs
index 6b3e5a1ea..fca164bde 100644
--- a/raphtory-graphql/src/model/schema/property_schema.rs
+++ b/raphtory-graphql/src/model/schema/property_schema.rs
@@ -1,6 +1,6 @@
 use dynamic_graphql::SimpleObject;
 
-#[derive(SimpleObject, Debug, PartialEq)]
+#[derive(SimpleObject, Debug, PartialEq, PartialOrd, Ord, Eq)]
 pub(crate) struct PropertySchema {
     key: String,
     property_type: String,
diff --git a/raphtory-graphql/src/python/client/mod.rs b/raphtory-graphql/src/python/client/mod.rs
index e863d8caf..1053707f4 100644
--- a/raphtory-graphql/src/python/client/mod.rs
+++ b/raphtory-graphql/src/python/client/mod.rs
@@ -257,6 +257,7 @@ fn inner_collection(value: &Prop) -> String {
         }
         Prop::DTime(value) => format!("\"{}\"", value.to_string()),
         Prop::NDTime(value) => format!("\"{}\"", value.to_string()),
+        Prop::Decimal(value) => value.to_string(),
     }
 }
 
@@ -297,6 +298,7 @@ fn to_graphql_valid(key: &String, value: &Prop) -> String {
         }
         Prop::DTime(value) => format!("{{ key: \"{}\", value: \"{}\" }}", key, value.to_string()),
         Prop::NDTime(value) => format!("{{ key: \"{}\", value: \"{}\" }}", key, value.to_string()),
+        Prop::Decimal(value) => format!("{{ key: \"{}\", value: {} }}", key, value),
     }
 }
 
diff --git a/raphtory/Cargo.toml b/raphtory/Cargo.toml
index f26b921c3..cb2a3682b 100644
--- a/raphtory/Cargo.toml
+++ b/raphtory/Cargo.toml
@@ -26,6 +26,7 @@ chrono = { workspace = true }
 itertools = { workspace = true }
 num-traits = { workspace = true }
 num-integer = { workspace = true }
+num-bigint = { workspace = true }
 parking_lot = { workspace = true }
 once_cell = { workspace = true }
 rand = { workspace = true }
@@ -33,6 +34,7 @@ rand_distr = { workspace = true }
 rayon = { workspace = true }
 regex = { workspace = true }
 rustc-hash = { workspace = true }
+bigdecimal = { workspace = true }
 indexmap = { workspace = true }
 serde = { workspace = true }
 thiserror = { workspace = true }
diff --git a/raphtory/resources/test/data_0.parquet b/raphtory/resources/test/data_0.parquet
new file mode 100644
index 000000000..7dfdb37c8
Binary files /dev/null and b/raphtory/resources/test/data_0.parquet differ
diff --git a/raphtory/src/core/entities/properties/props.rs b/raphtory/src/core/entities/properties/props.rs
index 45a785463..8f3e77901 100644
--- a/raphtory/src/core/entities/properties/props.rs
+++ b/raphtory/src/core/entities/properties/props.rs
@@ -6,10 +6,11 @@ use crate::{
             timeindex::TimeIndexEntry,
         },
         utils::errors::GraphError,
-        Prop,
+        Prop, DECIMAL_MAX,
     },
     db::api::storage::graph::tprop_storage_ops::TPropOps,
 };
+use num_bigint::BigInt;
 use serde::{Deserialize, Serialize};
 use std::{fmt::Debug, hash::Hash};
 
@@ -101,6 +102,20 @@ impl Props {
     }
 }
 
+pub(crate) fn validate_prop(prop_id: usize, prop: Prop) -> Result<Prop, IllegalSet<Option<Prop>>> {
+    match prop {
+        Prop::Decimal(ref bd) => {
+            let (bint, scale) = bd.as_bigint_and_exponent();
+            if bint <= BigInt::from(DECIMAL_MAX) && scale <= 38 {
+                Ok(prop)
+            } else {
+                Err(IllegalSet::new(prop_id, None, Some(prop)))
+            }
+        }
+        _ => Ok(prop),
+    }
+}
+
 #[cfg(test)]
 mod test {
     use super::*;
diff --git a/raphtory/src/core/entities/properties/tprop.rs b/raphtory/src/core/entities/properties/tprop.rs
index 031a30abe..8e3eb9d74 100644
--- a/raphtory/src/core/entities/properties/tprop.rs
+++ b/raphtory/src/core/entities/properties/tprop.rs
@@ -7,6 +7,7 @@ use crate::{
     },
     db::api::storage::graph::tprop_storage_ops::TPropOps,
 };
+use bigdecimal::BigDecimal;
 use chrono::{DateTime, NaiveDateTime, Utc};
 use raphtory_api::{core::storage::arc_str::ArcStr, iter::BoxedLIter};
 use rustc_hash::FxHashMap;
@@ -32,6 +33,7 @@ pub enum TProp {
     NDTime(TCell<NaiveDateTime>),
     List(TCell<Arc<Vec<Prop>>>),
     Map(TCell<Arc<FxHashMap<ArcStr, Prop>>>),
+    Decimal(TCell<BigDecimal>),
 }
 
 #[derive(Copy, Clone, Debug)]
@@ -103,6 +105,7 @@ impl TProp {
             Prop::Array(value) => TProp::Array(TCell::new(t, value)),
             Prop::List(value) => TProp::List(TCell::new(t, value)),
             Prop::Map(value) => TProp::Map(TCell::new(t, value)),
+            Prop::Decimal(value) => TProp::Decimal(TCell::new(t, value)),
         }
     }
 
@@ -158,6 +161,9 @@ impl TProp {
                 (TProp::Map(cell), Prop::Map(a)) => {
                     cell.set(t, a);
                 }
+                (TProp::Decimal(cell), Prop::Decimal(a)) => {
+                    cell.set(t, a);
+                }
                 _ => return Err(GraphError::IncorrectPropertyType),
             };
         }
@@ -194,6 +200,10 @@ impl TProp {
             TProp::Map(cell) => {
                 Box::new(cell.iter().map(|(t, value)| (*t, Prop::Map(value.clone()))))
             }
+            TProp::Decimal(cell) => Box::new(
+                cell.iter()
+                    .map(|(t, value)| (*t, Prop::Decimal(value.clone()))),
+            ),
         }
     }
 
@@ -231,6 +241,10 @@ impl TProp {
                 cell.iter_t()
                     .map(|(t, value)| (t, Prop::Map(value.clone()))),
             ),
+            TProp::Decimal(cell) => Box::new(
+                cell.iter_t()
+                    .map(|(t, value)| (t, Prop::Decimal(value.clone()))),
+            ),
         }
     }
 
@@ -299,6 +313,10 @@ impl TProp {
                 cell.iter_window(r)
                     .map(|(t, value)| (*t, Prop::Map(value.clone()))),
             ),
+            TProp::Decimal(cell) => Box::new(
+                cell.iter_window(r)
+                    .map(|(t, value)| (*t, Prop::Decimal(value.clone()))),
+            ),
         }
     }
 }
@@ -324,6 +342,9 @@ impl<'a> TPropOps<'a> for &'a TProp {
                 .map(|(t, v)| (t, Prop::Array(v.clone()))),
             TProp::List(cell) => cell.last_before(t).map(|(t, v)| (t, Prop::List(v.clone()))),
             TProp::Map(cell) => cell.last_before(t).map(|(t, v)| (t, Prop::Map(v.clone()))),
+            TProp::Decimal(cell) => cell
+                .last_before(t)
+                .map(|(t, v)| (t, Prop::Decimal(v.clone()))),
         }
     }
 
@@ -356,6 +377,7 @@ impl<'a> TPropOps<'a> for &'a TProp {
             TProp::Array(cell) => cell.at(ti).map(|v| Prop::Array(v.clone())),
             TProp::List(cell) => cell.at(ti).map(|v| Prop::List(v.clone())),
             TProp::Map(cell) => cell.at(ti).map(|v| Prop::Map(v.clone())),
+            TProp::Decimal(cell) => cell.at(ti).map(|v| Prop::Decimal(v.clone())),
         }
     }
 }
diff --git a/raphtory/src/core/mod.rs b/raphtory/src/core/mod.rs
index 04a327a06..6b1d34edb 100644
--- a/raphtory/src/core/mod.rs
+++ b/raphtory/src/core/mod.rs
@@ -25,7 +25,9 @@
 //!
 
 use arrow_array::{ArrayRef, ArrowPrimitiveType};
+use bigdecimal::BigDecimal;
 use chrono::{DateTime, NaiveDateTime, Utc};
+use entities::properties::props::validate_prop;
 use itertools::Itertools;
 use raphtory_api::core::storage::arc_str::ArcStr;
 use serde::{Deserialize, Serialize};
@@ -37,6 +39,7 @@ use std::{
     hash::{Hash, Hasher},
     sync::Arc,
 };
+use storage::lazy_vec::IllegalSet;
 use utils::errors::GraphError;
 
 use arrow_schema::{DataType, Field};
@@ -99,8 +102,11 @@ pub enum Prop {
     NDTime(NaiveDateTime),
     DTime(DateTime<Utc>),
     Array(PropArray),
+    Decimal(BigDecimal),
 }
 
+pub const DECIMAL_MAX: i128 = 99999999999999999999999999999999999999i128; // equivalent to parquet decimal(38, 0)
+
 impl Hash for Prop {
     fn hash<H: Hasher>(&self, state: &mut H) {
         match self {
@@ -134,6 +140,7 @@ impl Hash for Prop {
                     prop.hash(state);
                 }
             }
+            Prop::Decimal(d) => d.hash(state),
         }
     }
 }
@@ -156,12 +163,18 @@ impl PartialOrd for Prop {
             (Prop::NDTime(a), Prop::NDTime(b)) => a.partial_cmp(b),
             (Prop::DTime(a), Prop::DTime(b)) => a.partial_cmp(b),
             (Prop::List(a), Prop::List(b)) => a.partial_cmp(b),
+            (Prop::Decimal(a), Prop::Decimal(b)) => a.partial_cmp(b),
             _ => None,
         }
     }
 }
 
 impl Prop {
+    pub fn try_from_bd(bd: BigDecimal) -> Result<Prop, IllegalSet<Option<Prop>>> {
+        let prop = Prop::Decimal(bd);
+        validate_prop(0, prop)
+    }
+
     pub fn map(vals: impl IntoIterator<Item = (impl Into<ArcStr>, impl Into<Prop>)>) -> Self {
         let h_map: FxHashMap<_, _> = vals
             .into_iter()
@@ -215,6 +228,9 @@ impl Prop {
                 PropType::Array(Box::new(prop_type_from_arrow_dtype(arrow_dtype)))
             }
             Prop::DTime(_) => PropType::DTime,
+            Prop::Decimal(d) => PropType::Decimal {
+                scale: d.as_bigint_and_scale().1,
+            },
         }
     }
 
@@ -233,6 +249,7 @@ impl Prop {
             (Prop::F32(a), Prop::F32(b)) => Some(Prop::F32(a + b)),
             (Prop::F64(a), Prop::F64(b)) => Some(Prop::F64(a + b)),
             (Prop::Str(a), Prop::Str(b)) => Some(Prop::Str((a.to_string() + b.as_ref()).into())),
+            (Prop::Decimal(a), Prop::Decimal(b)) => Some(Prop::Decimal(a + b)),
             _ => None,
         }
     }
@@ -261,8 +278,11 @@ impl Prop {
             (Prop::I64(a), Prop::I64(b)) if b != 0 => Some(Prop::I64(a / b)),
             (Prop::U32(a), Prop::U32(b)) if b != 0 => Some(Prop::U32(a / b)),
             (Prop::U64(a), Prop::U64(b)) if b != 0 => Some(Prop::U64(a / b)),
-            (Prop::F32(a), Prop::F32(b)) if b != 0.0 => Some(Prop::F32(a / b)),
-            (Prop::F64(a), Prop::F64(b)) if b != 0.0 => Some(Prop::F64(a / b)),
+            (Prop::F32(a), Prop::F32(b)) => Some(Prop::F32(a / b)),
+            (Prop::F64(a), Prop::F64(b)) => Some(Prop::F64(a / b)),
+            (Prop::Decimal(a), Prop::Decimal(b)) if b != BigDecimal::from(0) => {
+                Some(Prop::Decimal(a / b))
+            }
             _ => None,
         }
     }
@@ -308,6 +328,8 @@ pub fn arrow_dtype_from_prop_type(prop_type: &PropType) -> Result<DataType, Grap
                 .collect::<Result<Vec<_>, _>>()?;
             Ok(DataType::Struct(fields.into()))
         }
+        // 38 comes from herehttps://arrow.apache.org/docs/python/generated/pyarrow.decimal128.html
+        PropType::Decimal { scale } => Ok(DataType::Decimal128(38, (*scale).try_into().unwrap())),
         PropType::Empty => {
             // this is odd, we'll just pick one and hope for the best
             Ok(DataType::Null)
@@ -327,6 +349,9 @@ pub fn prop_type_from_arrow_dtype(arrow_dtype: &DataType) -> PropType {
         DataType::Float32 => PropType::F32,
         DataType::Float64 => PropType::F64,
         DataType::Boolean => PropType::Bool,
+        DataType::Decimal128(_, scale) => PropType::Decimal {
+            scale: *scale as i64,
+        },
         DataType::List(field) => {
             let d_type = field.data_type();
             PropType::Array(Box::new(prop_type_from_arrow_dtype(&d_type)))
@@ -407,6 +432,8 @@ pub trait PropUnwrap: Sized {
     }
 
     fn as_f64(&self) -> Option<f64>;
+
+    fn into_decimal(self) -> Option<BigDecimal>;
 }
 
 impl<P: PropUnwrap> PropUnwrap for Option<P> {
@@ -469,6 +496,10 @@ impl<P: PropUnwrap> PropUnwrap for Option<P> {
     fn as_f64(&self) -> Option<f64> {
         self.as_ref().and_then(|p| p.as_f64())
     }
+
+    fn into_decimal(self) -> Option<BigDecimal> {
+        self.and_then(|p| p.into_decimal())
+    }
 }
 
 impl PropUnwrap for Prop {
@@ -597,6 +628,14 @@ impl PropUnwrap for Prop {
             _ => None,
         }
     }
+
+    fn into_decimal(self) -> Option<BigDecimal> {
+        if let Prop::Decimal(d) = self {
+            Some(d)
+        } else {
+            None
+        }
+    }
 }
 
 impl Display for Prop {
@@ -653,6 +692,7 @@ impl Display for Prop {
                         .join(", ")
                 )
             }
+            Prop::Decimal(d) => write!(f, "Decimal({})", d.as_bigint_and_scale().1),
         }
     }
 }
@@ -722,6 +762,12 @@ impl From<i64> for Prop {
     }
 }
 
+impl From<BigDecimal> for Prop {
+    fn from(d: BigDecimal) -> Self {
+        Prop::Decimal(d)
+    }
+}
+
 impl From<u32> for Prop {
     fn from(u: u32) -> Self {
         Prop::U32(u)
diff --git a/raphtory/src/core/storage/lazy_vec.rs b/raphtory/src/core/storage/lazy_vec.rs
index cb39cd82a..9f61a1ce2 100644
--- a/raphtory/src/core/storage/lazy_vec.rs
+++ b/raphtory/src/core/storage/lazy_vec.rs
@@ -12,7 +12,7 @@ pub struct IllegalSet<A: Debug> {
 }
 
 impl<A: Debug> IllegalSet<A> {
-    fn new(index: usize, previous_value: A, new_value: A) -> IllegalSet<A> {
+    pub fn new(index: usize, previous_value: A, new_value: A) -> IllegalSet<A> {
         IllegalSet {
             index,
             previous_value,
diff --git a/raphtory/src/core/storage/mod.rs b/raphtory/src/core/storage/mod.rs
index 509042a65..13aa3b7dc 100644
--- a/raphtory/src/core/storage/mod.rs
+++ b/raphtory/src/core/storage/mod.rs
@@ -1,5 +1,6 @@
 use super::{utils::errors::GraphError, Prop, PropArray};
 use crate::core::entities::nodes::node_store::NodeStore;
+use bigdecimal::BigDecimal;
 use lazy_vec::LazyVec;
 use lock_api;
 use node_entry::NodePtr;
@@ -134,6 +135,7 @@ pub(crate) enum TPropColumn {
     Map(LazyVec<Arc<FxHashMap<ArcStr, Prop>>>),
     NDTime(LazyVec<chrono::NaiveDateTime>),
     DTime(LazyVec<chrono::DateTime<chrono::Utc>>),
+    Decimal(LazyVec<BigDecimal>),
 }
 
 impl Default for TPropColumn {
@@ -173,6 +175,7 @@ impl TPropColumn {
             (TPropColumn::Map(col), Prop::Map(v)) => col.set(index, v)?,
             (TPropColumn::NDTime(col), Prop::NDTime(v)) => col.set(index, v)?,
             (TPropColumn::DTime(col), Prop::DTime(v)) => col.set(index, v)?,
+            (TPropColumn::Decimal(col), Prop::Decimal(v)) => col.set(index, v)?,
             _ => return Err(GraphError::IncorrectPropertyType),
         }
         Ok(())
@@ -196,6 +199,7 @@ impl TPropColumn {
             (TPropColumn::Map(col), Prop::Map(v)) => col.push(Some(v)),
             (TPropColumn::NDTime(col), Prop::NDTime(v)) => col.push(Some(v)),
             (TPropColumn::DTime(col), Prop::DTime(v)) => col.push(Some(v)),
+            (TPropColumn::Decimal(col), Prop::Decimal(v)) => col.push(Some(v)),
             _ => return Err(GraphError::IncorrectPropertyType),
         }
         Ok(())
@@ -219,6 +223,7 @@ impl TPropColumn {
                 Prop::Map(_) => *self = TPropColumn::Map(LazyVec::with_len(*len)),
                 Prop::NDTime(_) => *self = TPropColumn::NDTime(LazyVec::with_len(*len)),
                 Prop::DTime(_) => *self = TPropColumn::DTime(LazyVec::with_len(*len)),
+                Prop::Decimal(_) => *self = TPropColumn::Decimal(LazyVec::with_len(*len)),
             },
             _ => {}
         }
@@ -246,6 +251,7 @@ impl TPropColumn {
             TPropColumn::Map(col) => col.push(None),
             TPropColumn::NDTime(col) => col.push(None),
             TPropColumn::DTime(col) => col.push(None),
+            TPropColumn::Decimal(col) => col.push(None),
             TPropColumn::Empty(count) => {
                 *count += 1;
             }
@@ -269,6 +275,7 @@ impl TPropColumn {
             TPropColumn::Map(col) => col.get_opt(index).map(|prop| Prop::Map(prop.clone())),
             TPropColumn::NDTime(col) => col.get_opt(index).map(|prop| Prop::NDTime(prop.clone())),
             TPropColumn::DTime(col) => col.get_opt(index).map(|prop| Prop::DTime(prop.clone())),
+            TPropColumn::Decimal(col) => col.get_opt(index).map(|prop| Prop::Decimal(prop.clone())),
             TPropColumn::Empty(_) => None,
         }
     }
@@ -290,6 +297,7 @@ impl TPropColumn {
             TPropColumn::Map(col) => col.len(),
             TPropColumn::NDTime(col) => col.len(),
             TPropColumn::DTime(col) => col.len(),
+            TPropColumn::Decimal(col) => col.len(),
             TPropColumn::Empty(count) => *count,
         }
     }
diff --git a/raphtory/src/db/api/properties/temporal_props.rs b/raphtory/src/db/api/properties/temporal_props.rs
index 85f8193a5..26b3b2cb8 100644
--- a/raphtory/src/db/api/properties/temporal_props.rs
+++ b/raphtory/src/db/api/properties/temporal_props.rs
@@ -3,6 +3,7 @@ use crate::{
     db::api::{properties::internal::PropertiesOps, view::BoxedLIter},
 };
 use arrow_array::ArrayRef;
+use bigdecimal::BigDecimal;
 use chrono::{DateTime, NaiveDateTime, Utc};
 use raphtory_api::core::storage::arc_str::ArcStr;
 use rustc_hash::FxHashMap;
@@ -245,4 +246,8 @@ impl<P: PropertiesOps> PropUnwrap for TemporalPropertyView<P> {
     fn as_f64(&self) -> Option<f64> {
         self.latest().as_f64()
     }
+
+    fn into_decimal(self) -> Option<BigDecimal> {
+        self.latest().into_decimal()
+    }
 }
diff --git a/raphtory/src/db/api/storage/graph/nodes/row.rs b/raphtory/src/db/api/storage/graph/nodes/row.rs
index efc989430..6cc555cd2 100644
--- a/raphtory/src/db/api/storage/graph/nodes/row.rs
+++ b/raphtory/src/db/api/storage/graph/nodes/row.rs
@@ -110,13 +110,20 @@ impl<'a> IntoIterator for DiskRow<'a> {
     }
 }
 
+#[cfg(feature = "storage")]
+use polars_arrow::datatypes::ArrowDataType;
+
 #[cfg(feature = "storage")]
 fn get<'a>(disk_col: &DiskTProp<'a, TimeIndexEntry>, row: usize) -> Option<Prop> {
+    use bigdecimal::BigDecimal;
+    use num_traits::FromPrimitive;
+
     match disk_col {
         DiskTProp::Empty(_) => None,
         DiskTProp::Bool(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::Str64(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::Str32(tprop_column) => tprop_column.get(row).map(|p| p.into()),
+        DiskTProp::Str(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::I32(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::I64(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::U8(tprop_column) => tprop_column.get(row).map(|p| p.into()),
@@ -125,5 +132,17 @@ fn get<'a>(disk_col: &DiskTProp<'a, TimeIndexEntry>, row: usize) -> Option<Prop>
         DiskTProp::U64(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::F32(tprop_column) => tprop_column.get(row).map(|p| p.into()),
         DiskTProp::F64(tprop_column) => tprop_column.get(row).map(|p| p.into()),
+        DiskTProp::I128(tprop_column) => {
+            let d_type = tprop_column.data_type()?;
+            match d_type {
+                ArrowDataType::Decimal(_, scale) => tprop_column.get(row).map(|p| {
+                    BigDecimal::from_i128(p)
+                        .unwrap()
+                        .with_scale(*scale as i64)
+                        .into()
+                }),
+                _ => unimplemented!("{d_type:?} not supported as disk_graph property"),
+            }
+        }
     }
 }
diff --git a/raphtory/src/db/api/storage/graph/storage_ops/prop_add.rs b/raphtory/src/db/api/storage/graph/storage_ops/prop_add.rs
index 57a7321af..c18e40906 100644
--- a/raphtory/src/db/api/storage/graph/storage_ops/prop_add.rs
+++ b/raphtory/src/db/api/storage/graph/storage_ops/prop_add.rs
@@ -5,7 +5,10 @@ use raphtory_api::core::{
 
 use super::GraphStorage;
 use crate::{
-    core::{entities::graph::tgraph::TemporalGraph, utils::errors::GraphError},
+    core::{
+        entities::{graph::tgraph::TemporalGraph, properties::props::validate_prop},
+        utils::errors::GraphError,
+    },
     db::api::{
         mutation::internal::InternalPropertyAdditionOps,
         storage::graph::edges::edge_storage_ops::{EdgeStorageOps, MemEdge},
@@ -42,6 +45,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
     ) -> Result<(), GraphError> {
         for (prop_id, prop) in props {
             let prop = self.process_prop_value(prop);
+            let prop = validate_prop(*prop_id, prop)?;
             self.graph_meta.add_prop(t, *prop_id, prop)?;
         }
         self.update_time(t);
@@ -51,6 +55,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
     fn internal_add_constant_properties(&self, props: &[(usize, Prop)]) -> Result<(), GraphError> {
         for (id, prop) in props {
             let prop = self.process_prop_value(prop);
+            let prop = validate_prop(*id, prop)?;
             self.graph_meta.add_constant_prop(*id, prop)?;
         }
         Ok(())
@@ -62,6 +67,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
     ) -> Result<(), GraphError> {
         for (id, prop) in props {
             let prop = self.process_prop_value(prop);
+            let prop = validate_prop(*id, prop)?;
             self.graph_meta.update_constant_prop(*id, prop)?;
         }
         Ok(())
@@ -75,6 +81,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
         let mut node = self.storage.get_node_mut(vid);
         for (prop_id, prop) in props {
             let prop = self.process_prop_value(prop);
+            let prop = validate_prop(*prop_id, prop)?;
             node.as_mut()
                 .add_constant_prop(*prop_id, prop)
                 .map_err(|err| {
@@ -99,6 +106,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
         let mut node = self.storage.get_node_mut(vid);
         for (prop_id, prop) in props {
             let prop = self.process_prop_value(prop);
+            let prop = validate_prop(*prop_id, prop)?;
             node.as_mut().update_constant_prop(*prop_id, prop)?;
         }
         Ok(())
@@ -115,6 +123,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
         if let Some(edge_layer) = edge_mut.get_layer_mut(layer) {
             for (prop_id, prop) in props {
                 let prop = self.process_prop_value(prop);
+                let prop = validate_prop(*prop_id, prop)?;
                 edge_layer
                     .add_constant_prop(*prop_id, prop)
                     .map_err(|err| {
@@ -145,6 +154,7 @@ impl InternalPropertyAdditionOps for TemporalGraph {
         if let Some(edge_layer) = edge_mut.get_layer_mut(layer) {
             for (prop_id, prop) in props {
                 let prop = self.process_prop_value(prop);
+                let prop = validate_prop(*prop_id, prop)?;
                 edge_layer.update_constant_prop(*prop_id, prop)?;
             }
             Ok(())
diff --git a/raphtory/src/disk_graph/graph_impl/prop_conversion.rs b/raphtory/src/disk_graph/graph_impl/prop_conversion.rs
index aff993f97..9cdb59b6b 100644
--- a/raphtory/src/disk_graph/graph_impl/prop_conversion.rs
+++ b/raphtory/src/disk_graph/graph_impl/prop_conversion.rs
@@ -15,6 +15,7 @@ use crate::{
     prelude::{Graph, Prop, PropUnwrap},
 };
 use itertools::Itertools;
+use num_traits::ToPrimitive;
 use pometry_storage::{
     properties::{node_ts, NodePropsBuilder, Properties},
     RAError,
@@ -100,43 +101,50 @@ pub fn arrow_array_from_props(
     match prop_type {
         PropType::Str => {
             let array: Utf8Array<i64> = props.map(|prop| prop.into_str()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::U8 => {
             let array: PrimitiveArray<u8> = props.map(|prop| prop.into_u8()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::U16 => {
             let array: PrimitiveArray<u16> = props.map(|prop| prop.into_u16()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::I32 => {
             let array: PrimitiveArray<i32> = props.map(|prop| prop.into_i32()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::I64 => {
             let array: PrimitiveArray<i64> = props.map(|prop| prop.into_i64()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::U32 => {
             let array: PrimitiveArray<u32> = props.map(|prop| prop.into_u32()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::U64 => {
             let array: PrimitiveArray<u64> = props.map(|prop| prop.into_u64()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::F32 => {
             let array: PrimitiveArray<f32> = props.map(|prop| prop.into_f32()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::F64 => {
             let array: PrimitiveArray<f64> = props.map(|prop| prop.into_f64()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
         }
         PropType::Bool => {
             let array: BooleanArray = props.map(|prop| prop.into_bool()).collect();
-            array.iter().any(|v| v.is_some()).then_some(array.boxed())
+            (array.null_count() != array.len()).then_some(array.boxed())
+        }
+        PropType::Decimal { scale } => {
+            let array: PrimitiveArray<i128> = props
+                .map(|prop| prop.into_decimal().and_then(|d| d.to_ref().to_i128()))
+                .collect();
+            (array.null_count() != array.len())
+                .then_some(array.to(DataType::Decimal(38, scale as usize)).boxed())
         }
         PropType::Empty
         | PropType::List(_)
@@ -183,6 +191,9 @@ pub fn schema_from_prop_meta(prop_map: &PropMapper) -> Schema {
             PropType::Bool => {
                 schema.push(Field::new(key, DataType::Boolean, true));
             }
+            PropType::Decimal { scale } => {
+                schema.push(Field::new(key, DataType::Decimal(38, scale as usize), true));
+            }
             prop_type @ (PropType::Empty
             | PropType::List(_)
             | PropType::Map(_)
diff --git a/raphtory/src/disk_graph/graph_impl/tprops.rs b/raphtory/src/disk_graph/graph_impl/tprops.rs
index 5a2e1a10f..c0eef3e65 100644
--- a/raphtory/src/disk_graph/graph_impl/tprops.rs
+++ b/raphtory/src/disk_graph/graph_impl/tprops.rs
@@ -3,8 +3,13 @@ use crate::{
     db::api::{storage::graph::tprop_storage_ops::TPropOps, view::IntoDynBoxed},
     prelude::Prop,
 };
+use bigdecimal::{num_bigint::BigInt, BigDecimal};
+use polars_arrow::datatypes::ArrowDataType;
 use pometry_storage::{
-    chunked_array::{bool_col::ChunkedBoolCol, col::ChunkedPrimitiveCol, utf8_col::StringCol},
+    chunked_array::{
+        bool_col::ChunkedBoolCol, col::ChunkedPrimitiveCol, utf8_col::StringCol,
+        utf8_view_col::StringViewCol,
+    },
     prelude::ArrayOps,
     tprops::{DiskTProp, EmptyTProp, TPropColumn},
 };
@@ -49,6 +54,59 @@ impl<'a> TPropOps<'a> for TPropColumn<'a, ChunkedBoolCol<'a>, TimeIndexEntry> {
     }
 }
 
+fn scale(dt: Option<&ArrowDataType>) -> Option<u32> {
+    if let ArrowDataType::Decimal(_, scale) = dt? {
+        Some((*scale).try_into().unwrap())
+    } else {
+        panic!("Expected decimal type")
+    }
+}
+
+impl<'a> TPropOps<'a> for TPropColumn<'a, ChunkedPrimitiveCol<'a, i128>, TimeIndexEntry> {
+    fn last_before(&self, t: TimeIndexEntry) -> Option<(TimeIndexEntry, Prop)> {
+        let scale = scale(self.data_type())?;
+        self.iter_window_inner(TimeIndexEntry::MIN..t)
+            .filter_map(|(t, v)| v.map(|v| (t, v)))
+            .next_back()
+            .map(move |(t, v)| (t, BigDecimal::new(BigInt::from(v), scale.into()).into()))
+    }
+
+    fn iter(self) -> impl Iterator<Item = (TimeIndexEntry, Prop)> + Send + 'a {
+        let scale = scale(self.data_type());
+        let (props, timestamps) = self.into_inner();
+        timestamps.into_iter().zip(props).filter_map(move |(t, v)| {
+            v.zip(scale)
+                .map(|(v, scale)| (t, BigDecimal::new(BigInt::from(v), scale.into()).into()))
+        })
+    }
+
+    fn iter_window(
+        self,
+        r: Range<TimeIndexEntry>,
+    ) -> impl Iterator<Item = (TimeIndexEntry, Prop)> + Send + 'a {
+        let scale = scale(self.data_type());
+        self.iter_window_inner(r).filter_map(move |(t, v)| {
+            v.zip(scale)
+                .map(|(v, scale)| (t, BigDecimal::new(BigInt::from(v), scale.into()).into()))
+        })
+    }
+
+    fn at(self, ti: &TimeIndexEntry) -> Option<Prop> {
+        let scale = scale(self.data_type())?;
+        let (props, timestamps) = self.into_inner();
+        let t_index = timestamps.position(ti);
+        if t_index < timestamps.len() {
+            timestamps.get(t_index).eq(ti).then(|| {
+                props
+                    .get(t_index)
+                    .map(|v| BigDecimal::new(BigInt::from(v), scale.into()).into())
+            })?
+        } else {
+            None
+        }
+    }
+}
+
 impl<'a, T: NativeType + Into<Prop>> TPropOps<'a>
     for TPropColumn<'a, ChunkedPrimitiveCol<'a, T>, TimeIndexEntry>
 {
@@ -127,6 +185,44 @@ impl<'a, I: Offset> TPropOps<'a> for TPropColumn<'a, StringCol<'a, I>, TimeIndex
     }
 }
 
+impl<'a> TPropOps<'a> for TPropColumn<'a, StringViewCol<'a>, TimeIndexEntry> {
+    fn last_before(&self, t: TimeIndexEntry) -> Option<(TimeIndexEntry, Prop)> {
+        self.iter_window_inner(TimeIndexEntry::MIN..t)
+            .filter_map(|(t, v)| v.map(|v| (t, v)))
+            .next_back()
+            .map(|(t, v)| (t, v.into()))
+    }
+
+    fn iter(self) -> impl Iterator<Item = (TimeIndexEntry, Prop)> + Send + 'a {
+        let (props, timestamps) = self.into_inner();
+        timestamps
+            .into_iter()
+            .zip(props)
+            .filter_map(|(t, v)| v.map(|v| (t, v.into())))
+    }
+
+    fn iter_window(
+        self,
+        r: Range<TimeIndexEntry>,
+    ) -> impl Iterator<Item = (TimeIndexEntry, Prop)> + Send + 'a {
+        self.iter_window_inner(r)
+            .filter_map(|(t, v)| v.map(|v| (t, v.into())))
+    }
+
+    fn at(self, ti: &TimeIndexEntry) -> Option<Prop> {
+        let (props, timestamps) = self.into_inner();
+        let t_index = timestamps.position(ti);
+        if t_index < timestamps.len() {
+            timestamps
+                .get(t_index)
+                .eq(ti)
+                .then(|| props.get(t_index).map(|v| v.into()))?
+        } else {
+            None
+        }
+    }
+}
+
 impl<'a> TPropOps<'a> for EmptyTProp {
     fn last_before(&self, _t: TimeIndexEntry) -> Option<(TimeIndexEntry, Prop)> {
         None
@@ -162,8 +258,10 @@ macro_rules! for_all {
             DiskTProp::Bool($pattern) => $result,
             DiskTProp::Str64($pattern) => $result,
             DiskTProp::Str32($pattern) => $result,
+            DiskTProp::Str($pattern) => $result,
             DiskTProp::I32($pattern) => $result,
             DiskTProp::I64($pattern) => $result,
+            DiskTProp::I128($pattern) => $result,
             DiskTProp::U8($pattern) => $result,
             DiskTProp::U16($pattern) => $result,
             DiskTProp::U32($pattern) => $result,
diff --git a/raphtory/src/disk_graph/mod.rs b/raphtory/src/disk_graph/mod.rs
index 74b86266b..cb386796d 100644
--- a/raphtory/src/disk_graph/mod.rs
+++ b/raphtory/src/disk_graph/mod.rs
@@ -360,7 +360,7 @@ impl DiskGraphStorage {
 
 #[cfg(test)]
 mod test {
-    use std::path::Path;
+    use std::path::{Path, PathBuf};
 
     use itertools::Itertools;
     use polars_arrow::{
@@ -379,6 +379,8 @@ mod test {
         prelude::*,
     };
 
+    use super::{graph_impl::ParquetLayerCols, DiskGraphStorage};
+
     fn edges_sanity_node_list(edges: &[(u64, u64, i64)]) -> Vec<u64> {
         edges
             .iter()
@@ -570,6 +572,46 @@ mod test {
         edges_sanity_check_inner(edges, 4, 4, 4)
     }
 
+    #[test]
+    fn load_decimal_column() {
+        let parquet_file_path = PathBuf::from(env!("CARGO_MANIFEST_DIR"))
+            .join("resources/test/data_0.parquet")
+            .to_string_lossy()
+            .to_string();
+
+        let graph_dir = tempfile::tempdir().unwrap();
+
+        let layer_parquet_cols = vec![ParquetLayerCols {
+            parquet_dir: parquet_file_path.as_ref(),
+            layer: "large",
+            src_col: "from_address",
+            dst_col: "to_address",
+            time_col: "block_timestamp",
+            exclude_edge_props: vec![],
+        }];
+        let dgs = DiskGraphStorage::load_from_parquets(
+            graph_dir.path(),
+            layer_parquet_cols,
+            None,
+            100,
+            100,
+            1,
+            None,
+            None,
+        )
+        .unwrap();
+
+        let g = dgs.into_graph();
+        let actual = g
+            .edges()
+            .properties()
+            .into_iter()
+            .flat_map(|props| props.temporal().into_iter())
+            .flat_map(|(_, view)| view.into_iter())
+            .collect::<Vec<_>>();
+        assert!(!actual.is_empty());
+    }
+
     #[test]
     fn edge_sanity_bad() {
         let edges = vec![
diff --git a/raphtory/src/io/arrow/dataframe.rs b/raphtory/src/io/arrow/dataframe.rs
index d43de1704..5fe6bd05a 100644
--- a/raphtory/src/io/arrow/dataframe.rs
+++ b/raphtory/src/io/arrow/dataframe.rs
@@ -5,7 +5,7 @@ use crate::{
 use itertools::Itertools;
 use polars_arrow::{
     array::{Array, PrimitiveArray, StaticArray},
-    compute::cast::{self, CastOptions},
+    compute::cast::{self, CastOptionsImpl},
     datatypes::{ArrowDataType as DataType, TimeUnit},
 };
 use rayon::prelude::*;
@@ -65,7 +65,7 @@ impl TimeCol {
             let array = cast::cast(
                 arr,
                 &DataType::Timestamp(TimeUnit::Millisecond, Some("UTC".to_string())),
-                CastOptions::default(),
+                CastOptionsImpl::default(),
             )
             .unwrap();
             array
diff --git a/raphtory/src/io/arrow/prop_handler.rs b/raphtory/src/io/arrow/prop_handler.rs
index f3ad58a21..e7b211e8d 100644
--- a/raphtory/src/io/arrow/prop_handler.rs
+++ b/raphtory/src/io/arrow/prop_handler.rs
@@ -6,6 +6,7 @@ use crate::{
     io::arrow::dataframe::DFChunk,
     prelude::Prop,
 };
+use bigdecimal::BigDecimal;
 use chrono::{DateTime, Utc};
 use polars_arrow::{
     array::{
@@ -193,6 +194,13 @@ fn arr_as_prop(arr: Box<dyn Array>) -> Prop {
 
             props.into_prop_list()
         }
+        DataType::Decimal(precision, scale) if *precision <= 38 => {
+            let arr = arr.as_any().downcast_ref::<PrimitiveArray<i128>>().unwrap();
+            arr.iter()
+                .flatten()
+                .map(|elem| Prop::Decimal(BigDecimal::new((*elem).into(), *scale as i64)))
+                .into_prop_list()
+        }
         DataType::Null => Prop::List(vec![].into()),
         dt => panic!("Data type not recognized {dt:?}"),
     }
@@ -230,6 +238,9 @@ fn data_type_as_prop_type(dt: &DataType) -> Result<PropType, GraphError> {
             None => Ok(PropType::NDTime),
             Some(_) => Ok(PropType::DTime),
         },
+        DataType::Decimal(precision, scale) if *precision <= 38 => Ok(PropType::Decimal {
+            scale: *scale as i64,
+        }),
         DataType::Null => Ok(PropType::Empty),
         _ => Err(LoadError::InvalidPropertyType(dt.clone()).into()),
     }
@@ -309,6 +320,17 @@ impl PropCol for DTimeCol {
         StaticArray::get(&self.arr, i).map(self.map)
     }
 }
+
+struct DecimalTimeCol {
+    arr: PrimitiveArray<i128>,
+    scale: i64,
+}
+
+impl PropCol for DecimalTimeCol {
+    fn get(&self, i: usize) -> Option<Prop> {
+        StaticArray::get(&self.arr, i).map(|v| Prop::Decimal(BigDecimal::new(v.into(), self.scale)))
+    }
+}
 fn lift_property_col(arr: &dyn Array) -> Box<dyn PropCol> {
     match arr.data_type() {
         DataType::Boolean => {
@@ -453,6 +475,13 @@ fn lift_property_col(arr: &dyn Array) -> Box<dyn PropCol> {
                 },
             }
         }
+        DataType::Decimal(precision, scale) if *precision <= 38 => {
+            let arr = arr.as_any().downcast_ref::<PrimitiveArray<i128>>().unwrap();
+            Box::new(DecimalTimeCol {
+                arr: arr.clone(),
+                scale: *scale as i64,
+            })
+        }
         unsupported => panic!("Data type not supported: {:?}", unsupported),
     }
 }
diff --git a/raphtory/src/io/parquet_loaders.rs b/raphtory/src/io/parquet_loaders.rs
index 78e4d5f35..94b3f9c8e 100644
--- a/raphtory/src/io/parquet_loaders.rs
+++ b/raphtory/src/io/parquet_loaders.rs
@@ -308,7 +308,7 @@ pub fn read_parquet_file(
     // in the schema to create PretendDF
     let names = schema.fields.iter().map(|f| f.name.clone()).collect_vec();
 
-    let reader = FileReader::new(file, row_groups, schema, None, None, None);
+    let reader = FileReader::new(file, row_groups, schema, None);
     Ok((names, reader, num_rows))
 }
 
diff --git a/raphtory/src/lib.rs b/raphtory/src/lib.rs
index 33c44f1dc..10d4479e1 100644
--- a/raphtory/src/lib.rs
+++ b/raphtory/src/lib.rs
@@ -145,7 +145,8 @@ pub use raphtory_api::{atomic_extra, core::utils::logging};
 
 #[cfg(test)]
 mod test_utils {
-    use crate::prelude::*;
+    use crate::{core::DECIMAL_MAX, prelude::*};
+    use bigdecimal::BigDecimal;
     use chrono::{DateTime, NaiveDateTime, Utc};
     use itertools::Itertools;
     use proptest::{arbitrary::any, prelude::*};
@@ -245,12 +246,19 @@ mod test_utils {
                     .prop_map(|props| Prop::map(props))
                     .boxed()
             }
+            PropType::Decimal { scale } => {
+                let scale = *scale;
+                let dec_max = DECIMAL_MAX;
+                ((scale as i128)..dec_max)
+                    .prop_map(move |int| Prop::Decimal(BigDecimal::new(int.into(), scale)))
+                    .boxed()
+            }
             _ => todo!(),
         }
     }
 
     pub(crate) fn prop_type() -> impl Strategy<Value = PropType> {
-        let leaf = proptest::sample::select(&[
+        let leaf = proptest::sample::select(vec![
             PropType::Str,
             PropType::I64,
             PropType::F64,
@@ -258,6 +266,7 @@ mod test_utils {
             PropType::Bool,
             PropType::DTime,
             PropType::NDTime,
+            // PropType::Decimal { scale }, decimal breaks the tests because of polars-parquet
         ]);
 
         leaf.prop_recursive(3, 10, 10, |inner| {
@@ -382,7 +391,7 @@ mod test_utils {
         nodes: Vec<u64>,
         len: usize,
     ) -> impl Strategy<Value = NodeFixture> {
-        proptest::collection::hash_map(r"\w{1,10}", prop_type(), 2..10).prop_flat_map(
+        proptest::collection::hash_map(r"\w{1,10}", prop_type(), 2..3).prop_flat_map(
             move |schema| {
                 let (t_props, c_props) = make_props(schema);
 
@@ -390,8 +399,8 @@ mod test_utils {
                     (
                         proptest::sample::select(nodes.clone()),
                         i64::MIN..i64::MAX,
-                        proptest::collection::vec(t_props, 1..7),
-                        proptest::collection::vec(c_props, 1..3),
+                        proptest::collection::vec(t_props, 1..2),
+                        proptest::collection::vec(c_props, 1..2),
                     ),
                     0..=len,
                 )
diff --git a/raphtory/src/python/types/repr.rs b/raphtory/src/python/types/repr.rs
index c3da9edd3..8ba84f353 100644
--- a/raphtory/src/python/types/repr.rs
+++ b/raphtory/src/python/types/repr.rs
@@ -3,6 +3,7 @@ use crate::{
     db::api::state::{LazyNodeState, NodeOp, NodeState},
     prelude::{GraphViewOps, NodeStateOps, NodeViewOps},
 };
+use bigdecimal::BigDecimal;
 use chrono::{DateTime, NaiveDateTime, TimeZone};
 use itertools::Itertools;
 use pyo3::{prelude::PyAnyMethods, Bound, PyAny, PyObject, Python};
@@ -194,6 +195,12 @@ impl Repr for NaiveDateTime {
     }
 }
 
+impl Repr for BigDecimal {
+    fn repr(&self) -> String {
+        self.to_string()
+    }
+}
+
 impl<T: TimeZone> Repr for DateTime<T> {
     fn repr(&self) -> String {
         self.to_rfc2822()
diff --git a/raphtory/src/python/types/wrappers/prop.rs b/raphtory/src/python/types/wrappers/prop.rs
index bada687db..8a06b1aa3 100644
--- a/raphtory/src/python/types/wrappers/prop.rs
+++ b/raphtory/src/python/types/wrappers/prop.rs
@@ -6,9 +6,22 @@ use crate::{
     prelude::{GraphViewOps, PropertyFilter},
     python::types::repr::Repr,
 };
-use pyo3::{exceptions::PyTypeError, prelude::*, types::PyBool, IntoPyObjectExt};
+use bigdecimal::BigDecimal;
+use pyo3::{
+    exceptions::PyTypeError,
+    prelude::*,
+    sync::GILOnceCell,
+    types::{PyBool, PyType},
+    IntoPyObjectExt,
+};
 use pyo3_arrow::PyArray;
-use std::{collections::HashSet, ops::Deref, sync::Arc};
+use std::{collections::HashSet, ops::Deref, str::FromStr, sync::Arc};
+
+static DECIMAL_CLS: GILOnceCell<Py<PyType>> = GILOnceCell::new();
+
+fn get_decimal_cls(py: Python<'_>) -> PyResult<&Bound<'_, PyType>> {
+    DECIMAL_CLS.import(py, "decimal", "Decimal")
+}
 
 impl<'py> IntoPyObject<'py> for Prop {
     type Target = PyAny;
@@ -40,6 +53,10 @@ impl<'py> IntoPyObject<'py> for Prop {
             Prop::F32(v) => v.into_pyobject(py)?.into_any(),
             Prop::List(v) => v.deref().clone().into_pyobject(py)?.into_any(), // Fixme: optimise the clone here?
             Prop::Map(v) => v.deref().clone().into_pyobject(py)?.into_any(),
+            Prop::Decimal(d) => {
+                let decl_cls = get_decimal_cls(py)?;
+                decl_cls.call1((d.to_string(),))?
+            }
         })
     }
 }
@@ -53,6 +70,20 @@ impl<'source> FromPyObject<'source> for Prop {
         if let Ok(v) = ob.extract() {
             return Ok(Prop::I64(v));
         }
+        if ob.get_type().name()?.contains("Decimal")? {
+            // this sits before f64, otherwise it will be picked up as f64
+            let py_str = &ob.str()?;
+            let rs_str = &py_str.to_cow()?;
+
+            return Ok(BigDecimal::from_str(&rs_str)
+                .map_err(|_| {
+                    PyTypeError::new_err(format!("Could not convert {} to Decimal", rs_str))
+                })
+                .and_then(|bd| {
+                    Prop::try_from_bd(bd)
+                        .map_err(|_| PyTypeError::new_err(format!("Decimal too large {}", rs_str)))
+                })?);
+        }
         if let Ok(v) = ob.extract() {
             return Ok(Prop::F64(v));
         }
@@ -100,6 +131,7 @@ impl Repr for Prop {
             Prop::F32(v) => v.repr(),
             Prop::List(v) => v.repr(),
             Prop::Map(v) => v.repr(),
+            Prop::Decimal(v) => v.repr(),
         }
     }
 }
diff --git a/raphtory/src/serialise/parquet/mod.rs b/raphtory/src/serialise/parquet/mod.rs
index 96db1159d..414ae2ba3 100644
--- a/raphtory/src/serialise/parquet/mod.rs
+++ b/raphtory/src/serialise/parquet/mod.rs
@@ -412,9 +412,10 @@ mod test {
             NodeFixture,
         },
     };
+    use bigdecimal::BigDecimal;
     use chrono::{DateTime, Utc};
     use proptest::prelude::*;
-    use std::collections::HashMap;
+    use std::{collections::HashMap, str::FromStr};
 
     #[test]
     fn node_temp_props() {
@@ -422,6 +423,117 @@ mod test {
         check_parquet_encoding(nodes.into());
     }
 
+    #[test]
+    #[ignore = "This is broken because of polars-parquet"]
+    fn node_temp_props_decimal() {
+        let nodes = NodeFixture {
+            nodes: vec![(
+                0,
+                0,
+                vec![(
+                    "Y".to_string(),
+                    Prop::List(
+                        vec![
+                            Prop::List(
+                                vec![
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                ]
+                                .into(),
+                            ),
+                            Prop::List(
+                                vec![
+                                    Prop::Decimal(BigDecimal::from_str("13e-13").unwrap()),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str("191558628130262966499e-13").unwrap(),
+                                    ),
+                                ]
+                                .into(),
+                            ),
+                            Prop::List(
+                                vec![
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "87897464368906578673545214461637064026e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "94016349560001117444902279806303521844e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "84910690243002010022611521070762324633e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "31555839249842363263204026650232450040e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "86230621933535017744166139882102600331e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "8814065867434113836260276824023976656e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "5911907249021330427648764706320440531e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "86835517758183724431483793853154818250e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                    Prop::Decimal(
+                                        BigDecimal::from_str(
+                                            "89347387369804528029924787786630755616e-13",
+                                        )
+                                        .unwrap(),
+                                    ),
+                                ]
+                                .into(),
+                            ),
+                        ]
+                        .into(),
+                    ),
+                )],
+            )],
+            node_const_props: [(
+                0u64,
+                vec![(
+                    "x".to_string(),
+                    Prop::Decimal(
+                        BigDecimal::from_str("47852687012008324212654110188753175619e-22").unwrap(),
+                    ),
+                )],
+            )]
+            .into_iter()
+            .collect(),
+        };
+
+        check_parquet_encoding(nodes.into());
+    }
+
     #[test]
     fn edge_const_props_maps() {
         let g_fixture = GraphFixture {
@@ -713,7 +825,7 @@ mod test {
 
     #[test]
     fn write_nodes_any_props_to_parquet() {
-        proptest!(|(nodes in build_nodes_dyn(vec![0, 1, 2, 3, 4, 5, 6, 7, 8, 9], 10))| {
+        proptest!(|(nodes in build_nodes_dyn(vec![0, 1, 2, 3, 4, 5, 6, 7 ,8, 9], 10))| {
             check_parquet_encoding(nodes.into());
         });
     }
diff --git a/raphtory/src/serialise/parquet/model.rs b/raphtory/src/serialise/parquet/model.rs
index b07bbb0df..57bebacad 100644
--- a/raphtory/src/serialise/parquet/model.rs
+++ b/raphtory/src/serialise/parquet/model.rs
@@ -50,6 +50,8 @@ impl<'a> Serialize for ParquetProp<'a> {
                 }
                 state.end()
             }
+
+            Prop::Decimal(dec) => serializer.serialize_str(&dec.to_string()),
             _ => todo!(),
         }
     }
diff --git a/raphtory/src/serialise/proto_ext.rs b/raphtory/src/serialise/proto_ext.rs
index eb83a2c1d..34d42aded 100644
--- a/raphtory/src/serialise/proto_ext.rs
+++ b/raphtory/src/serialise/proto_ext.rs
@@ -687,27 +687,27 @@ pub fn collect_props<'a>(
 }
 
 fn as_proto_prop(prop: &Prop) -> proto::Prop {
-    let value: prop::Value = match prop {
-        Prop::Bool(b) => prop::Value::BoolValue(*b),
-        Prop::U8(u) => prop::Value::U8((*u).into()),
-        Prop::U16(u) => prop::Value::U16((*u).into()),
-        Prop::U32(u) => prop::Value::U32(*u),
-        Prop::I32(i) => prop::Value::I32(*i),
-        Prop::I64(i) => prop::Value::I64(*i),
-        Prop::U64(u) => prop::Value::U64(*u),
-        Prop::F32(f) => prop::Value::F32(*f),
-        Prop::F64(f) => prop::Value::F64(*f),
-        Prop::Str(s) => prop::Value::Str(s.to_string()),
+    let value: Option<prop::Value> = match prop {
+        Prop::Bool(b) => Some(prop::Value::BoolValue(*b)),
+        Prop::U8(u) => Some(prop::Value::U8((*u).into())),
+        Prop::U16(u) => Some(prop::Value::U16((*u).into())),
+        Prop::U32(u) => Some(prop::Value::U32(*u)),
+        Prop::I32(i) => Some(prop::Value::I32(*i)),
+        Prop::I64(i) => Some(prop::Value::I64(*i)),
+        Prop::U64(u) => Some(prop::Value::U64(*u)),
+        Prop::F32(f) => Some(prop::Value::F32(*f)),
+        Prop::F64(f) => Some(prop::Value::F64(*f)),
+        Prop::Str(s) => Some(prop::Value::Str(s.to_string())),
         Prop::List(list) => {
             let properties = list.iter().map(as_proto_prop).collect();
-            prop::Value::Prop(prop::Props { properties })
+            Some(prop::Value::Prop(prop::Props { properties }))
         }
         Prop::Map(map) => {
             let map = map
                 .iter()
                 .map(|(k, v)| (k.to_string(), as_proto_prop(v)))
                 .collect();
-            prop::Value::Map(prop::Dict { map })
+            Some(prop::Value::Map(prop::Dict { map }))
         }
         Prop::NDTime(ndt) => {
             let (year, month, day) = (ndt.date().year(), ndt.date().month(), ndt.date().day());
@@ -727,15 +727,16 @@ fn as_proto_prop(prop: &Prop) -> proto::Prop {
                 second: second as u32,
                 nanos: nanos as u32,
             };
-            prop::Value::NdTime(proto_ndt)
+            Some(prop::Value::NdTime(proto_ndt))
         }
-        Prop::DTime(dt) => {
-            prop::Value::DTime(dt.to_rfc3339_opts(chrono::SecondsFormat::AutoSi, true))
-        }
-        Prop::Array(blob) => prop::Value::Array(Array {
+        Prop::DTime(dt) => Some(prop::Value::DTime(
+            dt.to_rfc3339_opts(chrono::SecondsFormat::AutoSi, true),
+        )),
+        Prop::Array(blob) => Some(prop::Value::Array(Array {
             data: blob.to_vec_u8(),
-        }),
+        })),
+        Prop::Decimal(_) => None,
     };
 
-    proto::Prop { value: Some(value) }
+    proto::Prop { value }
 }
diff --git a/raphtory/src/vectors/template.rs b/raphtory/src/vectors/template.rs
index 24ac22bec..4abb4e550 100644
--- a/raphtory/src/vectors/template.rs
+++ b/raphtory/src/vectors/template.rs
@@ -152,6 +152,7 @@ impl From<Prop> for Value {
                 .iter()
                 .map(|(key, value)| (key.to_string(), value.clone()))
                 .collect(),
+            Prop::Decimal(value) => Value::from(value.to_string()),
         }
     }
 }
@@ -288,7 +289,7 @@ impl<'graph, G: GraphViewOps<'graph>> From<EdgeView<G>> for EdgeTemplateContext
     }
 }
 
-pub const DEFAULT_NODE_TEMPLATE: &str = "Node {{ name }} {% if node_type is none %} has the following properties:{% else %} is a {{ node_type }} with the following properties:{% endif %}
+pub const DEFAULT_NODE_TEMPLATE: &str = "Node {{ name }}{% if node_type is none %} has the following properties:{% else %} is a {{ node_type }} with the following properties:{% endif %}
 
 {% for (key, value) in constant_properties|items %}
 {{ key }}: {{ value }}
@@ -445,7 +446,7 @@ mod template_tests {
         let rendered = docs.next().unwrap().content;
         let expected = indoc! {"
             node node2 is a person with the following properties:
-            const_test: const_test_value"};
+            const_test: const_test_value "};
         assert_eq!(&rendered, expected);
     }