run cargo update

relax half version
Updating package-lock.json
2025-12-25 06:19:57 +00:00 · 2025-04-02 12:41:37 -07:00 · 2025-04-02 12:05:02 -07:00 · 2025-04-02 09:28:46 +00:00 · 2025-04-02 09:28:30 +00:00 · 2025-04-02 09:28:14 +00:00
28 changed files with 441 additions and 350 deletions
--- a/.bumpversion.toml
+++ b/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.19.0-beta.1"
+current_version = "0.19.0-beta.3"
 parse = """(?x)
    (?P<major>0|[1-9]\\d*)\\.
    (?P<minor>0|[1-9]\\d*)\\.
--- a/.github/workflows/npm-publish.yml
+++ b/.github/workflows/npm-publish.yml
@@ -130,29 +130,24 @@ jobs:
              set -e &&
              apt-get update &&
              apt-get install -y protobuf-compiler pkg-config
-
-          # TODO: re-enable x64 musl builds. I could not figure out why, but it
-          # consistently made GHA runners non-responsive at the end of build. Example:
-          # https://github.com/lancedb/lancedb/actions/runs/13980431071/job/39144319470?pr=2250
-
-          # - target: x86_64-unknown-linux-musl
-          #   # This one seems to need some extra memory
-          #   host: ubuntu-2404-8x-x64
-          #   # https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
-          #   docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
-          #   features: ","
-          #   pre_build: |-
-          #     set -e &&
-          #     apk add protobuf-dev curl &&
-          #     ln -s /usr/lib/gcc/x86_64-alpine-linux-musl/14.2.0/crtbeginS.o /usr/lib/crtbeginS.o &&
-          #     ln -s /usr/lib/libgcc_s.so /usr/lib/libgcc.so
-
+          - target: x86_64-unknown-linux-musl
+            # This one seems to need some extra memory
+            host: ubuntu-2404-8x-x64
+            # https://github.com/napi-rs/napi-rs/blob/main/alpine.Dockerfile
+            docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-alpine
+            features: fp16kernels
+            pre_build: |-
+              set -e &&
+              apk add protobuf-dev curl &&
+              ln -s /usr/lib/gcc/x86_64-alpine-linux-musl/14.2.0/crtbeginS.o /usr/lib/crtbeginS.o &&
+              ln -s /usr/lib/libgcc_s.so /usr/lib/libgcc.so &&
+              CC=gcc &&
+              CXX=g++
          - target: aarch64-unknown-linux-gnu
            host: ubuntu-2404-8x-x64
            # https://github.com/napi-rs/napi-rs/blob/main/debian-aarch64.Dockerfile
            docker: ghcr.io/napi-rs/napi-rs/nodejs-rust:lts-debian-aarch64
-            # TODO: enable fp16kernels after https://github.com/lancedb/lance/pull/3559
-            features: ","
+            features: "fp16kernels"
            pre_build: |-
              set -e &&
              apt-get update &&
@@ -170,8 +165,8 @@ jobs:
              set -e &&
              apk add protobuf-dev &&
              rustup target add aarch64-unknown-linux-musl &&
-              export CC="/aarch64-linux-musl-cross/bin/aarch64-linux-musl-gcc" &&
-              export CXX="/aarch64-linux-musl-cross/bin/aarch64-linux-musl-g++"
+              export CC_aarch64_unknown_linux_musl=aarch64-linux-musl-gcc &&
+              export CXX_aarch64_unknown_linux_musl=aarch64-linux-musl-g++
    name: build - ${{ matrix.settings.target }}
    runs-on: ${{ matrix.settings.host }}
    defaults:
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -158,9 +158,9 @@ dependencies = [

 [[package]]
 name = "array-init-cursor"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
+checksum = "ed51fe0f224d1d4ea768be38c51f9f831dee9d05c163c11fba0b8c44387b1fc3"

 [[package]]
 name = "arrayref"
@@ -229,9 +229,9 @@ dependencies = [

 [[package]]
 name = "arrow-buffer"
-version = "54.3.0"
+version = "54.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc6ed265c73f134a583d02c3cab5e16afab9446d8048ede8707e31f85fad58a0"
+checksum = "263f4801ff1839ef53ebd06f99a56cecd1dbaf314ec893d93168e2e860e0291c"
 dependencies = [
 "bytes",
 "half",
@@ -277,9 +277,9 @@ dependencies = [

 [[package]]
 name = "arrow-data"
-version = "54.3.0"
+version = "54.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f2cebf504bb6a92a134a87fff98f01b14fbb3a93ecf7aef90cd0f888c5fffa4"
+checksum = "61cfdd7d99b4ff618f167e548b2411e5dd2c98c0ddebedd7df433d34c20a4429"
 dependencies = [
 "arrow-buffer",
 "arrow-schema",
@@ -350,9 +350,9 @@ dependencies = [

 [[package]]
 name = "arrow-schema"
-version = "54.3.0"
+version = "54.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a5c53775bba63f319189f366d2b86e9a8889373eb198f07d8544938fc9f8ed9a"
+checksum = "39cfaf5e440be44db5413b75b72c2a87c1f8f0627117d110264048f2969b99e9"
 dependencies = [
 "bitflags 2.9.0",
 ]
@@ -554,9 +554,9 @@ dependencies = [

 [[package]]
 name = "aws-lc-rs"
-version = "1.12.6"
+version = "1.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dabb68eb3a7aa08b46fddfd59a3d55c978243557a90ab804769f7e20e67d2b01"
+checksum = "19b756939cb2f8dc900aa6dcd505e6e2428e9cae7ff7b028c49e3946efa70878"
 dependencies = [
 "aws-lc-sys",
 "zeroize",
@@ -564,9 +564,9 @@ dependencies = [

 [[package]]
 name = "aws-lc-sys"
-version = "0.27.1"
+version = "0.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "77926887776171ced7d662120a75998e444d3750c951abfe07f90da130514b1f"
+checksum = "b9f7720b74ed28ca77f90769a71fd8c637a0137f6fae4ae947e1050229cff57f"
 dependencies = [
 "bindgen",
 "cc",
@@ -603,9 +603,9 @@ dependencies = [

 [[package]]
 name = "aws-sdk-bedrockruntime"
-version = "1.78.0"
+version = "1.80.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6457fd617f20075dd2d5c9f6c3cb09815e6b83ab61c55499055499da9e04478d"
+checksum = "39ee8ef191b908d013659ca2c0670215f0c920c781998e1dc55904d6bdb73b51"
 dependencies = [
 "aws-credential-types",
 "aws-runtime",
@@ -627,9 +627,9 @@ dependencies = [

 [[package]]
 name = "aws-sdk-dynamodb"
-version = "1.70.0"
+version = "1.71.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ac281113af7f8700394bf25eb272b842b7ca088810e96c928f812282f2e6f44"
+checksum = "e04d98940e69f94525e47f5dda2e28919b81c229a8d25c941be31104c6a4afa8"
 dependencies = [
 "aws-credential-types",
 "aws-runtime",
@@ -650,9 +650,9 @@ dependencies = [

 [[package]]
 name = "aws-sdk-kms"
-version = "1.64.0"
+version = "1.65.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c23289881f4071421bbef3688ca43501c4fede796e0cbca942a54f0eb6906fbc"
+checksum = "f5325c5e2badf4148e850017cc56cc205888c6e0b52c9e29d3501ec577005230"
 dependencies = [
 "aws-credential-types",
 "aws-runtime",
@@ -673,9 +673,9 @@ dependencies = [

 [[package]]
 name = "aws-sdk-s3"
-version = "1.80.0"
+version = "1.82.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3a36b09e8273d89c4f35ea122b83b30e48f906f3b644460d72a7d3656d1be93d"
+checksum = "e6eab2900764411ab01c8e91a76fd11a63b4e12bc3da97d9e14a0ce1343d86d3"
 dependencies = [
 "aws-credential-types",
 "aws-runtime",
@@ -1090,9 +1090,9 @@ checksum = "89e25b6adfb930f02d1981565a6e5d9c547ac15a96606256d3b59040e5cd4ca3"

 [[package]]
 name = "bigdecimal"
-version = "0.4.7"
+version = "0.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f31f3af01c5c65a07985c804d3366560e6fa7883d640a122819b14ec327482c"
+checksum = "1a22f228ab7a1b23027ccc6c350b72868017af7ea8356fbdf19f8d991c690013"
 dependencies = [
 "autocfg",
 "libm",
@@ -1183,9 +1183,9 @@ dependencies = [

 [[package]]
 name = "blake3"
-version = "1.7.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b17679a8d69b6d7fd9cd9801a536cec9fa5e5970b69f9d4747f70b39b031f5e7"
+checksum = "34a796731680be7931955498a16a10b2270c7762963d5d570fdbfe02dcbf314f"
 dependencies = [
 "arrayref",
 "arrayvec",
@@ -1285,7 +1285,7 @@ dependencies = [
 "num-traits",
 "num_cpus",
 "rand 0.8.5",
- "rand_distr",
+ "rand_distr 0.4.3",
 "rayon",
 "safetensors",
 "thiserror 1.0.69",
@@ -1767,9 +1767,9 @@ checksum = "ef8ae57c4978a2acd8b869ce6b9ca1dfe817bff704c220209fdef2c0b75a01b9"

 [[package]]
 name = "darling"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6f63b86c8a8826a49b8c21f08a2d07338eec8d900540f8630dc76284be802989"
+checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
 dependencies = [
 "darling_core",
 "darling_macro",
@@ -1777,9 +1777,9 @@ dependencies = [

 [[package]]
 name = "darling_core"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95133861a8032aaea082871032f5815eb9e98cef03fa916ab4500513994df9e5"
+checksum = "0d00b9596d185e565c2207a0b01f8bd1a135483d02d9b7b0a54b11da8d53412e"
 dependencies = [
 "fnv",
 "ident_case",
@@ -1791,9 +1791,9 @@ dependencies = [

 [[package]]
 name = "darling_macro"
-version = "0.20.10"
+version = "0.20.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d336a2a514f6ccccaa3e09b02d41d35330c07ddf03a62165fcec10bb561c7806"
+checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
 "darling_core",
 "quote",
@@ -2518,9 +2518,9 @@ dependencies = [

 [[package]]
 name = "env_logger"
-version = "0.11.7"
+version = "0.11.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c3716d7a920fb4fac5d84e9d4bce8ceb321e9414b4409da61b07b75c1e3d0697"
+checksum = "13c863f0904021b108aa8b2f55046443e6b1ebde8fd4a15c399893aae4fa069f"
 dependencies = [
 "anstream",
 "anstyle",
@@ -2666,9 +2666,9 @@ dependencies = [

 [[package]]
 name = "flate2"
-version = "1.1.0"
+version = "1.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "11faaf5a5236997af9848be0bef4db95824b1d534ebc64d0f0c6cf3e67bd38dc"
+checksum = "7ced92e76e966ca2fd84c8f7aa01a4aea65b0eb6648d72f7c8f3e2764a67fece"
 dependencies = [
 "crc32fast",
 "miniz_oxide",
@@ -3066,16 +3066,16 @@ dependencies = [

 [[package]]
 name = "half"
-version = "2.4.1"
+version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6dd08c532ae367adf81c312a4580bc67f1d0fe8bc9c460520283f4c0ff277888"
+checksum = "7db2ff139bba50379da6aa0766b52fdcb62cb5b263009b09ed58ba604e14bbd1"
 dependencies = [
 "bytemuck",
 "cfg-if",
 "crunchy",
 "num-traits",
- "rand 0.8.5",
- "rand_distr",
+ "rand 0.9.0",
+ "rand_distr 0.5.1",
 ]

 [[package]]
@@ -3332,9 +3332,9 @@ dependencies = [

 [[package]]
 name = "hyper-util"
-version = "0.1.10"
+version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df2dcfbe0677734ab2f3ffa7fa7bfd4706bfdc1ef393f2ee30184aed67e631b4"
+checksum = "497bbc33a26fdd4af9ed9c70d63f61cf56a938375fbb32df34db9b1cd6d643f2"
 dependencies = [
 "bytes",
 "futures-channel",
@@ -3342,6 +3342,7 @@ dependencies = [
 "http 1.3.1",
 "http-body 1.0.1",
 "hyper 1.6.0",
+ "libc",
 "pin-project-lite",
 "socket2",
 "tokio",
@@ -3360,9 +3361,9 @@ dependencies = [

 [[package]]
 name = "iana-time-zone"
-version = "0.1.62"
+version = "0.1.63"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2fd658b06e56721792c5df4475705b6cda790e9298d19d2f8af083457bcd127"
+checksum = "b0c919e5debc312ad217002b8048a17b7d83f80703865bbfcfebb0458b0b27d8"
 dependencies = [
 "android_system_properties",
 "core-foundation-sys",
@@ -3370,7 +3371,7 @@ dependencies = [
 "js-sys",
 "log",
 "wasm-bindgen",
- "windows-core 0.52.0",
+ "windows-core 0.61.0",
 ]

 [[package]]
@@ -3688,10 +3689,11 @@ checksum = "8eaf4bc02d17cbdd7ff4c7438cafcdf7fb9a4613313ad11b4f8fefe7d3fa0130"

 [[package]]
 name = "jobserver"
-version = "0.1.32"
+version = "0.1.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48d1dbcbbeb6a7fec7e059840aa538bd62aaccf972c7346c4d9d2059312853d0"
+checksum = "38f262f097c174adebe41eb73d66ae9c06b2844fb0da69969647bbddd9b0538a"
 dependencies = [
+ "getrandom 0.3.2",
 "libc",
 ]

@@ -4110,7 +4112,7 @@ dependencies = [

 [[package]]
 name = "lancedb"
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -4197,7 +4199,7 @@ dependencies = [

 [[package]]
 name = "lancedb-node"
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 dependencies = [
 "arrow-array",
 "arrow-ipc",
@@ -4222,7 +4224,7 @@ dependencies = [

 [[package]]
 name = "lancedb-nodejs"
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 dependencies = [
 "arrow-array",
 "arrow-ipc",
@@ -4240,7 +4242,7 @@ dependencies = [

 [[package]]
 name = "lancedb-python"
-version = "0.22.0-beta.1"
+version = "0.22.0-beta.3"
 dependencies = [
 "arrow",
 "env_logger",
@@ -5336,7 +5338,7 @@ dependencies = [
 "polars-row",
 "polars-utils",
 "rand 0.8.5",
- "rand_distr",
+ "rand_distr 0.4.3",
 "rayon",
 "regex",
 "smartstring",
@@ -5802,9 +5804,9 @@ dependencies = [

 [[package]]
 name = "quick-xml"
-version = "0.37.3"
+version = "0.37.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf763ab1c7a3aa408be466efc86efe35ed1bd3dd74173ed39d6b0d0a6f0ba148"
+checksum = "a4ce8c88de324ff838700f36fb6ab86c96df0e3c4ab6ef3a9b2044465cce1369"
 dependencies = [
 "memchr",
 "serde",
@@ -5955,6 +5957,16 @@ dependencies = [
 "rand 0.8.5",
 ]

+[[package]]
+name = "rand_distr"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
+dependencies = [
+ "num-traits",
+ "rand 0.9.0",
+]
+
 [[package]]
 name = "rand_xoshiro"
 version = "0.6.0"
@@ -6319,9 +6331,9 @@ dependencies = [

 [[package]]
 name = "rustix"
-version = "1.0.3"
+version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e56a18552996ac8d29ecc3b190b4fdbb2d91ca4ec396de7bbffaf43f3d637e96"
+checksum = "d97817398dd4bb2e6da002002db259209759911da105da92bec29ccb12cf58bf"
 dependencies = [
 "bitflags 2.9.0",
 "errno",
@@ -6798,9 +6810,9 @@ dependencies = [

 [[package]]
 name = "socket2"
-version = "0.5.8"
+version = "0.5.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c970269d99b64e60ec3bd6ad27270092a5394c4e309314b18ae3fe575695fbe8"
+checksum = "4f5fd57c80058a56cf5c777ab8a126398ece8e442983605d280a44ce79d0edef"
 dependencies = [
 "libc",
 "windows-sys 0.52.0",
@@ -7189,7 +7201,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c56d6ff5591fc332739b3ce7035b57995a3ce29a93ffd6012660e0949c956ea8"
 dependencies = [
 "murmurhash32",
- "rand_distr",
+ "rand_distr 0.4.3",
 "tantivy-common",
 ]

@@ -7229,7 +7241,7 @@ dependencies = [
 "fastrand",
 "getrandom 0.3.2",
 "once_cell",
- "rustix 1.0.3",
+ "rustix 1.0.5",
 "windows-sys 0.59.0",
 ]

@@ -7954,13 +7966,26 @@ version = "0.58.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6ba6d44ec8c2591c134257ce647b7ea6b20335bf6379a27dac5f1641fcf59f99"
 dependencies = [
- "windows-implement",
- "windows-interface",
+ "windows-implement 0.58.0",
+ "windows-interface 0.58.0",
 "windows-result 0.2.0",
 "windows-strings 0.1.0",
 "windows-targets 0.52.6",
 ]

+[[package]]
+name = "windows-core"
+version = "0.61.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4763c1de310c86d75a878046489e2e5ba02c649d185f21c67d4cf8a56d098980"
+dependencies = [
+ "windows-implement 0.60.0",
+ "windows-interface 0.59.1",
+ "windows-link",
+ "windows-result 0.3.2",
+ "windows-strings 0.4.0",
+]
+
 [[package]]
 name = "windows-implement"
 version = "0.58.0"
@@ -7972,6 +7997,17 @@ dependencies = [
 "syn 2.0.100",
 ]

+[[package]]
+name = "windows-implement"
+version = "0.60.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a47fddd13af08290e67f4acabf4b459f647552718f683a7b415d290ac744a836"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "windows-interface"
 version = "0.58.0"
@@ -7983,6 +8019,17 @@ dependencies = [
 "syn 2.0.100",
 ]

+[[package]]
+name = "windows-interface"
+version = "0.59.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd9211b69f8dcdfa817bfd14bf1c97c9188afa36f4750130fcdf3f400eca9fa8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "windows-link"
 version = "0.1.1"
@@ -8037,6 +8084,15 @@ dependencies = [
 "windows-link",
 ]

+[[package]]
+name = "windows-strings"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a2ba9642430ee452d5a7aa78d72907ebe8cfda358e8cb7918a2050581322f97"
+dependencies = [
+ "windows-link",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.45.0"
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -48,7 +48,7 @@ datafusion-execution = "46.0"
 datafusion-expr = "46.0"
 datafusion-physical-plan = "46.0"
 env_logger = "0.11"
-half = { "version" = "=2.4.1", default-features = false, features = [
+half = { "version" = "2.1", default-features = false, features = [
    "num-traits",
 ] }
 futures = "0"
@@ -63,15 +63,12 @@ rand = "0.8"
 regex = "1.10"
 lazy_static = "1"
 semver = "1.0.25"
-
 # Temporary pins to work around downstream issues
 # https://github.com/apache/arrow-rs/commit/2fddf85afcd20110ce783ed5b4cdeb82293da30b
 chrono = "=0.4.39"
 # https://github.com/RustCrypto/formats/issues/1684
 base64ct = "=1.6.0"
-
 # Workaround for: https://github.com/eira-fransham/crunchy/issues/13
 crunchy = "=0.2.2"
-
 # Workaround for: https://github.com/Lokathor/bytemuck/issues/306
 bytemuck_derive = ">=1.8.1, <1.9.0"
--- a/java/core/pom.xml
+++ b/java/core/pom.xml
@@ -8,7 +8,7 @@
    <parent>
        <groupId>com.lancedb</groupId>
        <artifactId>lancedb-parent</artifactId>
-        <version>0.19.0-beta.1</version>
+        <version>0.19.0-beta.3</version>
        <relativePath>../pom.xml</relativePath>
    </parent>

--- a/java/pom.xml
+++ b/java/pom.xml
@@ -6,7 +6,7 @@

    <groupId>com.lancedb</groupId>
    <artifactId>lancedb-parent</artifactId>
-    <version>0.19.0-beta.1</version>
+    <version>0.19.0-beta.3</version>
    <packaging>pom</packaging>

    <name>LanceDB Parent</name>
--- a/node/package-lock.json
+++ b/node/package-lock.json
@@ -1,12 +1,12 @@
 {
  "name": "vectordb",
-  "version": "0.19.0-beta.1",
+  "version": "0.19.0-beta.3",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "vectordb",
-      "version": "0.19.0-beta.1",
+      "version": "0.19.0-beta.3",
      "cpu": [
        "x64",
        "arm64"
@@ -52,11 +52,11 @@
        "uuid": "^9.0.0"
      },
      "optionalDependencies": {
-        "@lancedb/vectordb-darwin-arm64": "0.19.0-beta.1",
-        "@lancedb/vectordb-darwin-x64": "0.19.0-beta.1",
-        "@lancedb/vectordb-linux-arm64-gnu": "0.19.0-beta.1",
-        "@lancedb/vectordb-linux-x64-gnu": "0.19.0-beta.1",
-        "@lancedb/vectordb-win32-x64-msvc": "0.19.0-beta.1"
+        "@lancedb/vectordb-darwin-arm64": "0.19.0-beta.3",
+        "@lancedb/vectordb-darwin-x64": "0.19.0-beta.3",
+        "@lancedb/vectordb-linux-arm64-gnu": "0.19.0-beta.3",
+        "@lancedb/vectordb-linux-x64-gnu": "0.19.0-beta.3",
+        "@lancedb/vectordb-win32-x64-msvc": "0.19.0-beta.3"
      },
      "peerDependencies": {
        "@apache-arrow/ts": "^14.0.2",
@@ -1119,9 +1119,10 @@
      }
    },
    "node_modules/axios": {
-      "version": "1.7.7",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.7.tgz",
-      "integrity": "sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==",
+      "version": "1.8.4",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.8.4.tgz",
+      "integrity": "sha512-eBSYY4Y68NNlHbHBMdeDmKNtDgXWhQsJcGqzO3iLUM0GraQFSS9cVgPX5I9b3lbdFKyYoAEGAZF1DwhTaljNAw==",
+      "license": "MIT",
      "dependencies": {
        "follow-redirects": "^1.15.6",
        "form-data": "^4.0.0",
--- a/node/package.json
+++ b/node/package.json
@@ -1,6 +1,6 @@
 {
  "name": "vectordb",
-  "version": "0.19.0-beta.1",
+  "version": "0.19.0-beta.3",
  "description": " Serverless, low-latency vector database for AI applications",
  "private": false,
  "main": "dist/index.js",
@@ -89,10 +89,10 @@
    }
  },
  "optionalDependencies": {
-    "@lancedb/vectordb-darwin-x64": "0.19.0-beta.1",
-    "@lancedb/vectordb-darwin-arm64": "0.19.0-beta.1",
-    "@lancedb/vectordb-linux-x64-gnu": "0.19.0-beta.1",
-    "@lancedb/vectordb-linux-arm64-gnu": "0.19.0-beta.1",
-    "@lancedb/vectordb-win32-x64-msvc": "0.19.0-beta.1"
+    "@lancedb/vectordb-darwin-x64": "0.19.0-beta.3",
+    "@lancedb/vectordb-darwin-arm64": "0.19.0-beta.3",
+    "@lancedb/vectordb-linux-x64-gnu": "0.19.0-beta.3",
+    "@lancedb/vectordb-linux-arm64-gnu": "0.19.0-beta.3",
+    "@lancedb/vectordb-win32-x64-msvc": "0.19.0-beta.3"
  }
 }
--- a/nodejs/Cargo.toml
+++ b/nodejs/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 license.workspace = true
 description.workspace = true
 repository.workspace = true
--- a/nodejs/npm/darwin-arm64/package.json
+++ b/nodejs/npm/darwin-arm64/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",
--- a/nodejs/npm/darwin-x64/package.json
+++ b/nodejs/npm/darwin-x64/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-x64",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["darwin"],
 	"cpu": ["x64"],
 	"main": "lancedb.darwin-x64.node",
--- a/nodejs/npm/linux-arm64-gnu/package.json
+++ b/nodejs/npm/linux-arm64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",
--- a/nodejs/npm/linux-arm64-musl/package.json
+++ b/nodejs/npm/linux-arm64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",
--- a/nodejs/npm/linux-x64-gnu/package.json
+++ b/nodejs/npm/linux-x64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",
--- a/nodejs/npm/linux-x64-musl/package.json
+++ b/nodejs/npm/linux-x64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",
--- a/nodejs/npm/win32-arm64-msvc/package.json
+++ b/nodejs/npm/win32-arm64-msvc/package.json
@@ -1,6 +1,6 @@
 {
  "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.19.0-beta.1",
+  "version": "0.19.0-beta.3",
  "os": [
    "win32"
  ],
--- a/nodejs/npm/win32-x64-msvc/package.json
+++ b/nodejs/npm/win32-x64-msvc/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.19.0-beta.1",
+	"version": "0.19.0-beta.3",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",
--- a/nodejs/package-lock.json
+++ b/nodejs/package-lock.json
@@ -1,12 +1,12 @@
 {
  "name": "@lancedb/lancedb",
-  "version": "0.19.0-beta.1",
+  "version": "0.19.0-beta.3",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "@lancedb/lancedb",
-      "version": "0.19.0-beta.1",
+      "version": "0.19.0-beta.3",
      "cpu": [
        "x64",
        "arm64"
@@ -2304,89 +2304,20 @@
      }
    },
    "node_modules/@babel/code-frame": {
-      "version": "7.23.5",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.23.5.tgz",
-      "integrity": "sha512-CgH3s1a96LipHCmSUmYFPwY7MNx8C3avkq7i4Wl3cfa662ldtUe4VM1TPXX70pfmrlWTb6jLqTYrZyT2ZTJBgA==",
+      "version": "7.26.2",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
+      "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
      "dev": true,
+      "license": "MIT",
      "dependencies": {
-        "@babel/highlight": "^7.23.4",
-        "chalk": "^2.4.2"
+        "@babel/helper-validator-identifier": "^7.25.9",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.0.0"
      },
      "engines": {
        "node": ">=6.9.0"
      }
    },
-    "node_modules/@babel/code-frame/node_modules/ansi-styles": {
-      "version": "3.2.1",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
-      "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
-      "dev": true,
-      "dependencies": {
-        "color-convert": "^1.9.0"
-      },
-      "engines": {
-        "node": ">=4"
-      }
-    },
-    "node_modules/@babel/code-frame/node_modules/chalk": {
-      "version": "2.4.2",
-      "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
-      "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
-      "dev": true,
-      "dependencies": {
-        "ansi-styles": "^3.2.1",
-        "escape-string-regexp": "^1.0.5",
-        "supports-color": "^5.3.0"
-      },
-      "engines": {
-        "node": ">=4"
-      }
-    },
-    "node_modules/@babel/code-frame/node_modules/color-convert": {
-      "version": "1.9.3",
-      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
-      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
-      "dev": true,
-      "dependencies": {
-        "color-name": "1.1.3"
-      }
-    },
-    "node_modules/@babel/code-frame/node_modules/color-name": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
-      "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==",
-      "dev": true
-    },
-    "node_modules/@babel/code-frame/node_modules/escape-string-regexp": {
-      "version": "1.0.5",
-      "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
-      "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==",
-      "dev": true,
-      "engines": {
-        "node": ">=0.8.0"
-      }
-    },
-    "node_modules/@babel/code-frame/node_modules/has-flag": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
-      "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==",
-      "dev": true,
-      "engines": {
-        "node": ">=4"
-      }
-    },
-    "node_modules/@babel/code-frame/node_modules/supports-color": {
-      "version": "5.5.0",
-      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
-      "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
-      "dev": true,
-      "dependencies": {
-        "has-flag": "^3.0.0"
-      },
-      "engines": {
-        "node": ">=4"
-      }
-    },
    "node_modules/@babel/compat-data": {
      "version": "7.23.5",
      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.23.5.tgz",
@@ -2589,19 +2520,21 @@
      }
    },
    "node_modules/@babel/helper-string-parser": {
-      "version": "7.23.4",
-      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.23.4.tgz",
-      "integrity": "sha512-803gmbQdqwdf4olxrX4AJyFBV/RTr3rSmOj0rKwesmzlfhYNDEs+/iOcznzpNWlJlIlTJC2QfPFcHB6DlzdVLQ==",
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.25.9.tgz",
+      "integrity": "sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA==",
      "dev": true,
+      "license": "MIT",
      "engines": {
        "node": ">=6.9.0"
      }
    },
    "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.22.20",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.22.20.tgz",
-      "integrity": "sha512-Y4OZ+ytlatR8AI+8KZfKuL5urKp7qey08ha31L8b3BwewJAoJamTzyvxPR/5D+KkdJCGPq/+8TukHBlY10FX9A==",
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz",
+      "integrity": "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ==",
      "dev": true,
+      "license": "MIT",
      "engines": {
        "node": ">=6.9.0"
      }
@@ -2616,109 +2549,28 @@
      }
    },
    "node_modules/@babel/helpers": {
-      "version": "7.23.8",
-      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.23.8.tgz",
-      "integrity": "sha512-KDqYz4PiOWvDFrdHLPhKtCThtIcKVy6avWD2oG4GEvyQ+XDZwHD4YQd+H2vNMnq2rkdxsDkU82T+Vk8U/WXHRQ==",
+      "version": "7.27.0",
+      "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.27.0.tgz",
+      "integrity": "sha512-U5eyP/CTFPuNE3qk+WZMxFkp/4zUzdceQlfzf7DdGdhp+Fezd7HD+i8Y24ZuTMKX3wQBld449jijbGq6OdGNQg==",
      "dev": true,
+      "license": "MIT",
      "dependencies": {
-        "@babel/template": "^7.22.15",
-        "@babel/traverse": "^7.23.7",
-        "@babel/types": "^7.23.6"
+        "@babel/template": "^7.27.0",
+        "@babel/types": "^7.27.0"
      },
      "engines": {
        "node": ">=6.9.0"
      }
    },
-    "node_modules/@babel/highlight": {
-      "version": "7.23.4",
-      "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.23.4.tgz",
-      "integrity": "sha512-acGdbYSfp2WheJoJm/EBBBLh/ID8KDc64ISZ9DYtBmC8/Q204PZJLHyzeB5qMzJ5trcOkybd78M4x2KWsUq++A==",
-      "dev": true,
-      "dependencies": {
-        "@babel/helper-validator-identifier": "^7.22.20",
-        "chalk": "^2.4.2",
-        "js-tokens": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=6.9.0"
-      }
-    },
-    "node_modules/@babel/highlight/node_modules/ansi-styles": {
-      "version": "3.2.1",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
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-      "dependencies": {
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-      },
-      "engines": {
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-      "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
-      "dev": true,
-      "dependencies": {
-        "has-flag": "^3.0.0"
-      },
-      "engines": {
-        "node": ">=4"
-      }
-    },
    "node_modules/@babel/parser": {
-      "version": "7.23.6",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.23.6.tgz",
-      "integrity": "sha512-Z2uID7YJ7oNvAI20O9X0bblw7Qqs8Q2hFy0R9tAfnfLkp5MW0UH9eUvnDSnFwKZ0AvgS1ucqR4KzvVHgnke1VQ==",
+      "version": "7.27.0",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.27.0.tgz",
+      "integrity": "sha512-iaepho73/2Pz7w2eMS0Q5f83+0RKI7i4xmiYeBmDzfRVbQtTOG7Ts0S4HzJVsTMGI9keU8rNfuZr8DKfSt7Yyg==",
      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^7.27.0"
+      },
      "bin": {
        "parser": "bin/babel-parser.js"
      },
@@ -2904,14 +2756,15 @@
      }
    },
    "node_modules/@babel/template": {
-      "version": "7.22.15",
-      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.22.15.tgz",
-      "integrity": "sha512-QPErUVm4uyJa60rkI73qneDacvdvzxshT3kksGqlGWYdOTIUOwJ7RDUL8sGqslY1uXWSL6xMFKEXDS3ox2uF0w==",
+      "version": "7.27.0",
+      "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.27.0.tgz",
+      "integrity": "sha512-2ncevenBqXI6qRMukPlXwHKHchC7RyMuu4xv5JBXRfOGVcTy1mXCD12qrp7Jsoxll1EV3+9sE4GugBVRjT2jFA==",
      "dev": true,
+      "license": "MIT",
      "dependencies": {
-        "@babel/code-frame": "^7.22.13",
-        "@babel/parser": "^7.22.15",
-        "@babel/types": "^7.22.15"
+        "@babel/code-frame": "^7.26.2",
+        "@babel/parser": "^7.27.0",
+        "@babel/types": "^7.27.0"
      },
      "engines": {
        "node": ">=6.9.0"
@@ -2948,14 +2801,14 @@
      }
    },
    "node_modules/@babel/types": {
-      "version": "7.23.6",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.23.6.tgz",
-      "integrity": "sha512-+uarb83brBzPKN38NX1MkB6vb6+mwvR6amUulqAE7ccQw1pEl+bCia9TbdG1lsnFP7lZySvUn37CHyXQdfTwzg==",
+      "version": "7.27.0",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.27.0.tgz",
+      "integrity": "sha512-H45s8fVLYjbhFH62dIJ3WtmJ6RSPt/3DRO0ZcT2SUiYiQyz3BLVb9ADEnLl91m74aQPS3AzzeajZHYOalWe3bg==",
      "dev": true,
+      "license": "MIT",
      "dependencies": {
-        "@babel/helper-string-parser": "^7.23.4",
-        "@babel/helper-validator-identifier": "^7.22.20",
-        "to-fast-properties": "^2.0.0"
+        "@babel/helper-string-parser": "^7.25.9",
+        "@babel/helper-validator-identifier": "^7.25.9"
      },
      "engines": {
        "node": ">=6.9.0"
@@ -5550,10 +5403,11 @@
      "devOptional": true
    },
    "node_modules/axios": {
-      "version": "1.7.7",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.7.tgz",
-      "integrity": "sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==",
+      "version": "1.8.4",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.8.4.tgz",
+      "integrity": "sha512-eBSYY4Y68NNlHbHBMdeDmKNtDgXWhQsJcGqzO3iLUM0GraQFSS9cVgPX5I9b3lbdFKyYoAEGAZF1DwhTaljNAw==",
      "dev": true,
+      "license": "MIT",
      "dependencies": {
        "follow-redirects": "^1.15.6",
        "form-data": "^4.0.0",
@@ -7869,7 +7723,8 @@
      "version": "4.0.0",
      "resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
      "integrity": "sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==",
-      "dev": true
+      "dev": true,
+      "license": "MIT"
    },
    "node_modules/js-yaml": {
      "version": "3.14.1",
@@ -9360,15 +9215,6 @@
      "integrity": "sha512-3f0uOEAQwIqGuWW2MVzYg8fV/QNnc/IpuJNG837rLuczAaLVHslWHZQj4IGiEl5Hs3kkbhwL9Ab7Hrsmuj+Smw==",
      "dev": true
    },
-    "node_modules/to-fast-properties": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/to-fast-properties/-/to-fast-properties-2.0.0.tgz",
-      "integrity": "sha512-/OaKK0xYrs3DmxRYqL/yDc+FxFUVYhDlXMhRmv3z915w2HF1tnN1omB354j8VUGO/hbRzyD6Y3sA7v7GS/ceog==",
-      "dev": true,
-      "engines": {
-        "node": ">=4"
-      }
-    },
    "node_modules/to-regex-range": {
      "version": "5.0.1",
      "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
--- a/nodejs/package.json
+++ b/nodejs/package.json
@@ -11,7 +11,7 @@
    "ann"
  ],
  "private": false,
-  "version": "0.19.0-beta.1",
+  "version": "0.19.0-beta.3",
  "main": "dist/index.js",
  "exports": {
    ".": "./dist/index.js",
@@ -29,6 +29,7 @@
        "aarch64-apple-darwin",
        "x86_64-unknown-linux-gnu",
        "aarch64-unknown-linux-gnu",
+        "x86_64-unknown-linux-musl",
        "aarch64-unknown-linux-musl",
        "x86_64-pc-windows-msvc",
        "aarch64-pc-windows-msvc"
--- a/python/.bumpversion.toml
+++ b/python/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.22.0-beta.2"
+current_version = "0.22.0-beta.3"
 parse = """(?x)
    (?P<major>0|[1-9]\\d*)\\.
    (?P<minor>0|[1-9]\\d*)\\.
--- a/python/Cargo.toml
+++ b/python/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-python"
-version = "0.22.0-beta.2"
+version = "0.22.0-beta.3"
 edition.workspace = true
 description = "Python bindings for LanceDB"
 license.workspace = true
--- a/python/python/lancedb/query.py
+++ b/python/python/lancedb/query.py
@@ -117,6 +117,12 @@ class FullTextQuery(abc.ABC, pydantic.BaseModel):


 class MatchQuery(FullTextQuery):
+    query: str
+    column: str
+    boost: float = 1.0
+    fuzziness: int = 0
+    max_expansions: int = 50
+
    def __init__(
        self,
        query: str,
@@ -149,11 +155,13 @@ class MatchQuery(FullTextQuery):
            The maximum number of terms to consider for fuzzy matching.
            Defaults to 50.
        """
-        self.column = column
-        self.query = query
-        self.boost = boost
-        self.fuzziness = fuzziness
-        self.max_expansions = max_expansions
+        super().__init__(
+            query=query,
+            column=column,
+            boost=boost,
+            fuzziness=fuzziness,
+            max_expansions=max_expansions,
+        )

    def query_type(self) -> FullTextQueryType:
        return FullTextQueryType.MATCH
@@ -172,6 +180,9 @@ class MatchQuery(FullTextQuery):


 class PhraseQuery(FullTextQuery):
+    query: str
+    column: str
+
    def __init__(self, query: str, column: str):
        """
        Phrase query for full-text search.
@@ -183,8 +194,7 @@ class PhraseQuery(FullTextQuery):
        column : str
            The name of the column to match against.
        """
-        self.column = column
-        self.query = query
+        super().__init__(query=query, column=column)

    def query_type(self) -> FullTextQueryType:
        return FullTextQueryType.MATCH_PHRASE
@@ -198,11 +208,16 @@ class PhraseQuery(FullTextQuery):


 class BoostQuery(FullTextQuery):
+    positive: FullTextQuery
+    negative: FullTextQuery
+    negative_boost: float = 0.5
+
    def __init__(
        self,
        positive: FullTextQuery,
        negative: FullTextQuery,
-        negative_boost: float,
+        *,
+        negative_boost: float = 0.5,
    ):
        """
        Boost query for full-text search.
@@ -216,9 +231,9 @@ class BoostQuery(FullTextQuery):
        negative_boost : float
            The boost factor for the negative query.
        """
-        self.positive = positive
-        self.negative = negative
-        self.negative_boost = negative_boost
+        super().__init__(
+            positive=positive, negative=negative, negative_boost=negative_boost
+        )

    def query_type(self) -> FullTextQueryType:
        return FullTextQueryType.BOOST
@@ -234,6 +249,10 @@ class BoostQuery(FullTextQuery):


 class MultiMatchQuery(FullTextQuery):
+    query: str
+    columns: list[str]
+    boosts: list[float]
+
    def __init__(
        self,
        query: str,
@@ -256,11 +275,9 @@ class MultiMatchQuery(FullTextQuery):
            The list of boost factors for each column. If not provided,
            all columns will have the same boost factor.
        """
-        self.query = query
-        self.columns = columns
        if boosts is None:
            boosts = [1.0] * len(columns)
-        self.boosts = boosts
+        super().__init__(query=query, columns=columns, boosts=boosts)

    def query_type(self) -> FullTextQueryType:
        return FullTextQueryType.MULTI_MATCH
@@ -544,7 +561,7 @@ class LanceQueryBuilder(ABC):
                table, query, vector_column_name, fts_columns=fts_columns
            )

-        if isinstance(query, str):
+        if isinstance(query, (str, FullTextQuery)):
            # fts
            return LanceFtsQueryBuilder(
                table,
@@ -569,8 +586,10 @@ class LanceQueryBuilder(ABC):
        # If query_type is fts, then query must be a string.
        # otherwise raise TypeError
        if query_type == "fts":
-            if not isinstance(query, str):
-                raise TypeError(f"'fts' queries must be a string: {type(query)}")
+            if not isinstance(query, (str, FullTextQuery)):
+                raise TypeError(
+                    f"'fts' query must be a string or FullTextQuery: {type(query)}"
+                )
            return query, query_type
        elif query_type == "vector":
            query = cls._query_to_vector(table, query, vector_column_name)
@@ -1486,7 +1505,7 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
    def __init__(
        self,
        table: "Table",
-        query: Optional[str] = None,
+        query: Optional[Union[str, FullTextQuery]] = None,
        vector_column: Optional[str] = None,
        fts_columns: Optional[Union[str, List[str]]] = None,
    ):
@@ -1516,8 +1535,8 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
        text_query = text or query
        if text_query is None:
            raise ValueError("Text query must be provided for hybrid search.")
-        if not isinstance(text_query, str):
-            raise ValueError("Text query must be a string")
+        if not isinstance(text_query, (str, FullTextQuery)):
+            raise ValueError("Text query must be a string or FullTextQuery")

        return vector_query, text_query

@@ -2308,7 +2327,7 @@ class AsyncQuery(AsyncQueryBase):
                self._inner.nearest_to_text({"query": query, "columns": columns})
            )
        # FullTextQuery object
-        return AsyncFTSQuery(self._inner.nearest_to_text(query.to_dict()))
+        return AsyncFTSQuery(self._inner.nearest_to_text({"query": query.to_dict()}))


 class AsyncFTSQuery(AsyncQueryBase):
@@ -2627,7 +2646,7 @@ class AsyncVectorQuery(AsyncQueryBase, AsyncVectorQueryBase):
                self._inner.nearest_to_text({"query": query, "columns": columns})
            )
        # FullTextQuery object
-        return AsyncHybridQuery(self._inner.nearest_to_text(query.to_dict()))
+        return AsyncHybridQuery(self._inner.nearest_to_text({"query": query.to_dict()}))

    async def to_batches(
        self, *, max_batch_length: Optional[int] = None
--- a/python/python/lancedb/table.py
+++ b/python/python/lancedb/table.py
@@ -52,6 +52,7 @@ from .query import (
    AsyncHybridQuery,
    AsyncQuery,
    AsyncVectorQuery,
+    FullTextQuery,
    LanceEmptyQueryBuilder,
    LanceFtsQueryBuilder,
    LanceHybridQueryBuilder,
@@ -919,7 +920,9 @@ class Table(ABC):
    @abstractmethod
    def search(
        self,
-        query: Optional[Union[VEC, str, "PIL.Image.Image", Tuple]] = None,
+        query: Optional[
+            Union[VEC, str, "PIL.Image.Image", Tuple, FullTextQuery]
+        ] = None,
        vector_column_name: Optional[str] = None,
        query_type: QueryType = "auto",
        ordering_field_name: Optional[str] = None,
@@ -2039,7 +2042,9 @@ class LanceTable(Table):
    @overload
    def search(
        self,
-        query: Optional[Union[VEC, str, "PIL.Image.Image", Tuple]] = None,
+        query: Optional[
+            Union[VEC, str, "PIL.Image.Image", Tuple, FullTextQuery]
+        ] = None,
        vector_column_name: Optional[str] = None,
        query_type: Literal["hybrid"] = "hybrid",
        ordering_field_name: Optional[str] = None,
@@ -2058,7 +2063,9 @@ class LanceTable(Table):

    def search(
        self,
-        query: Optional[Union[VEC, str, "PIL.Image.Image", Tuple]] = None,
+        query: Optional[
+            Union[VEC, str, "PIL.Image.Image", Tuple, FullTextQuery]
+        ] = None,
        vector_column_name: Optional[str] = None,
        query_type: QueryType = "auto",
        ordering_field_name: Optional[str] = None,
@@ -3134,7 +3141,9 @@ class AsyncTable:
    @overload
    async def search(
        self,
-        query: Optional[Union[VEC, str, "PIL.Image.Image", Tuple]] = None,
+        query: Optional[
+            Union[VEC, str, "PIL.Image.Image", Tuple, FullTextQuery]
+        ] = None,
        vector_column_name: Optional[str] = None,
        query_type: Literal["vector"] = ...,
        ordering_field_name: Optional[str] = None,
@@ -3143,7 +3152,9 @@ class AsyncTable:

    async def search(
        self,
-        query: Optional[Union[VEC, str, "PIL.Image.Image", Tuple]] = None,
+        query: Optional[
+            Union[VEC, str, "PIL.Image.Image", Tuple, FullTextQuery]
+        ] = None,
        vector_column_name: Optional[str] = None,
        query_type: QueryType = "auto",
        ordering_field_name: Optional[str] = None,
@@ -3253,6 +3264,8 @@ class AsyncTable:
            if is_embedding(query):
                vector_query = query
                query_type = "vector"
+            elif isinstance(query, FullTextQuery):
+                query_type = "fts"
            elif isinstance(query, str):
                try:
                    (
--- a/python/python/tests/test_fts.py
+++ b/python/python/tests/test_fts.py
@@ -20,6 +20,7 @@ from unittest import mock
 import lancedb as ldb
 from lancedb.db import DBConnection
 from lancedb.index import FTS
+from lancedb.query import BoostQuery, MatchQuery, MultiMatchQuery, PhraseQuery
 import numpy as np
 import pandas as pd
 import pytest
@@ -178,11 +179,47 @@ def test_search_fts(table, use_tantivy):
    results = table.search("puppy").select(["id", "text"]).to_list()
    assert len(results) == 10

+    if not use_tantivy:
+        # Test with a query
+        results = (
+            table.search(MatchQuery("puppy", "text"))
+            .select(["id", "text"])
+            .limit(5)
+            .to_list()
+        )
+        assert len(results) == 5
+
+        # Test boost query
+        results = (
+            table.search(
+                BoostQuery(
+                    MatchQuery("puppy", "text"),
+                    MatchQuery("runs", "text"),
+                )
+            )
+            .select(["id", "text"])
+            .limit(5)
+            .to_list()
+        )
+        assert len(results) == 5
+
+        # Test multi match query
+        table.create_fts_index("text2", use_tantivy=use_tantivy)
+        results = (
+            table.search(MultiMatchQuery("puppy", ["text", "text2"]))
+            .select(["id", "text"])
+            .limit(5)
+            .to_list()
+        )
+        assert len(results) == 5
+        assert len(results[0]) == 3  # id, text, _score
+

@pytest.mark.asyncio
 async def test_fts_select_async(async_table):
    tbl = await async_table
    await tbl.create_index("text", config=FTS())
+    await tbl.create_index("text2", config=FTS())
    results = (
        await tbl.query()
        .nearest_to_text("puppy")
@@ -193,6 +230,54 @@ async def test_fts_select_async(async_table):
    assert len(results) == 5
    assert len(results[0]) == 3  # id, text, _score

+    # Test with FullTextQuery
+    results = (
+        await tbl.query()
+        .nearest_to_text(MatchQuery("puppy", "text"))
+        .select(["id", "text"])
+        .limit(5)
+        .to_list()
+    )
+    assert len(results) == 5
+    assert len(results[0]) == 3  # id, text, _score
+
+    # Test with BoostQuery
+    results = (
+        await tbl.query()
+        .nearest_to_text(
+            BoostQuery(
+                MatchQuery("puppy", "text"),
+                MatchQuery("runs", "text"),
+            )
+        )
+        .select(["id", "text"])
+        .limit(5)
+        .to_list()
+    )
+    assert len(results) == 5
+    assert len(results[0]) == 3  # id, text, _score
+
+    # Test with MultiMatchQuery
+    results = (
+        await tbl.query()
+        .nearest_to_text(MultiMatchQuery("puppy", ["text", "text2"]))
+        .select(["id", "text"])
+        .limit(5)
+        .to_list()
+    )
+    assert len(results) == 5
+    assert len(results[0]) == 3  # id, text, _score
+
+    # Test with search() API
+    results = (
+        await (await tbl.search(MatchQuery("puppy", "text")))
+        .select(["id", "text"])
+        .limit(5)
+        .to_list()
+    )
+    assert len(results) == 5
+    assert len(results[0]) == 3  # id, text, _score
+

 def test_search_fts_phrase_query(table):
    table.create_fts_index("text", use_tantivy=False, with_position=False)
@@ -207,6 +292,13 @@ def test_search_fts_phrase_query(table):
    assert len(results) > len(phrase_results)
    assert len(phrase_results) > 0

+    # Test with a query
+    phrase_results = (
+        table.search(PhraseQuery("puppy runs", "text")).limit(100).to_list()
+    )
+    assert len(results) > len(phrase_results)
+    assert len(phrase_results) > 0
+

@pytest.mark.asyncio
 async def test_search_fts_phrase_query_async(async_table):
@@ -227,6 +319,16 @@ async def test_search_fts_phrase_query_async(async_table):
    assert len(results) > len(phrase_results)
    assert len(phrase_results) > 0

+    # Test with a query
+    phrase_results = (
+        await async_table.query()
+        .nearest_to_text(PhraseQuery("puppy runs", "text"))
+        .limit(100)
+        .to_list()
+    )
+    assert len(results) > len(phrase_results)
+    assert len(phrase_results) > 0
+

 def test_search_fts_specify_column(table):
    table.create_fts_index("text", use_tantivy=False)
--- a/python/src/query.rs
+++ b/python/src/query.rs
@@ -279,7 +279,7 @@ impl Query {
                }
            }
            query
-        } else if let Ok(query) = query.downcast::<PyDict>() {
+        } else if let Ok(query) = fts_query.downcast::<PyDict>() {
            let query = parse_fts_query(query)?;
            FullTextSearchQuery::new_query(query)
        } else {
--- a/rust/ffi/node/Cargo.toml
+++ b/rust/ffi/node/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-node"
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 description = "Serverless, low-latency vector database for AI applications"
 license.workspace = true
 edition.workspace = true
--- a/rust/lancedb/Cargo.toml
+++ b/rust/lancedb/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb"
-version = "0.19.0-beta.1"
+version = "0.19.0-beta.3"
 edition.workspace = true
 description = "LanceDB: A serverless, low-latency vector database for AI applications"
 license.workspace = true
--- a/rust/lancedb/src/remote/table.rs
+++ b/rust/lancedb/src/remote/table.rs
@@ -1048,6 +1048,7 @@ mod tests {
    use arrow_schema::{DataType, Field, Schema};
    use chrono::{DateTime, Utc};
    use futures::{future::BoxFuture, StreamExt, TryFutureExt};
+    use lance_index::scalar::inverted::query::MatchQuery;
    use lance_index::scalar::FullTextSearchQuery;
    use reqwest::Body;
    use rstest::rstest;
@@ -1734,6 +1735,66 @@ mod tests {
            .unwrap();
    }

+    #[tokio::test]
+    async fn test_query_structured_fts() {
+        let table =
+            Table::new_with_handler_version("my_table", semver::Version::new(0, 3, 0), |request| {
+                assert_eq!(request.method(), "POST");
+                assert_eq!(request.url().path(), "/v1/table/my_table/query/");
+                assert_eq!(
+                    request.headers().get("Content-Type").unwrap(),
+                    JSON_CONTENT_TYPE
+                );
+
+                let body = request.body().unwrap().as_bytes().unwrap();
+                let body: serde_json::Value = serde_json::from_slice(body).unwrap();
+                let expected_body = serde_json::json!({
+                    "full_text_query": {
+                        "query": {
+                            "match": {
+                                "terms": "hello world",
+                                "column": "a",
+                                "boost": 1.0,
+                                "fuzziness": 0,
+                                "max_expansions": 50,
+                            },
+                        }
+                    },
+                    "k": 10,
+                    "vector": [],
+                    "with_row_id": true,
+                    "prefilter": true,
+                    "version": null
+                });
+                assert_eq!(body, expected_body);
+
+                let data = RecordBatch::try_new(
+                    Arc::new(Schema::new(vec![Field::new("a", DataType::Int32, false)])),
+                    vec![Arc::new(Int32Array::from(vec![1, 2, 3]))],
+                )
+                .unwrap();
+                let response_body = write_ipc_file(&data);
+                http::Response::builder()
+                    .status(200)
+                    .header(CONTENT_TYPE, ARROW_FILE_CONTENT_TYPE)
+                    .body(response_body)
+                    .unwrap()
+            });
+
+        let _ = table
+            .query()
+            .full_text_search(FullTextSearchQuery::new_query(
+                MatchQuery::new("hello world".to_owned())
+                    .with_column(Some("a".to_owned()))
+                    .into(),
+            ))
+            .with_row_id()
+            .limit(10)
+            .execute()
+            .await
+            .unwrap();
+    }
+
    #[rstest]
    #[case(DEFAULT_SERVER_VERSION.clone())]
    #[case(semver::Version::new(0, 2, 0))]
Author	SHA1	Message	Date
Lei Xu	ad32ea6270	run cargo update	2025-04-02 12:41:37 -07:00
Lei Xu	ff94b2c642	relax half version	2025-04-02 12:05:02 -07:00
Lance Release	5c32a99e61	Updating package-lock.json	2025-04-02 09:28:46 +00:00
Lance Release	cefaa75b24	Updating package-lock.json	2025-04-02 09:28:30 +00:00
Lance Release	bd62c2384f	Bump version: 0.19.0-beta.2 → 0.19.0-beta.3	2025-04-02 09:28:14 +00:00
Lance Release	f0bc08c0d7	Bump version: 0.22.0-beta.2 → 0.22.0-beta.3	2025-04-02 09:27:55 +00:00
BubbleCal	e52ac79c69	fix: can't do structured FTS in python (#2300 ) missed to support it in `search()` API and there were some pydantic errors <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - New Features - Enhanced full-text search capabilities by incorporating additional parameters, enabling more flexible query definitions. - Extended table search functionality to support full-text queries alongside existing search types. - Tests - Introduced new tests that validate both structured and conditional full-text search behaviors. - Expanded test coverage for various query types, including MatchQuery, BoostQuery, MultiMatchQuery, and PhraseQuery. - Bug Fixes - Fixed a logic issue in query processing to ensure correct handling of full-text search queries. <!-- end of auto-generated comment: release notes by coderabbit.ai --> --------- Signed-off-by: BubbleCal <bubble-cal@outlook.com>	2025-04-02 17:27:15 +08:00
Will Jones	f091f57594	ci: fix lancedb musl builds (#2296 ) Fixes #2255 <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit - Chores - Enhanced the build process to improve performance and reliability across Linux platforms. - Updated environment settings for more accurate compiler integration. - Activated previously inactive build configurations to support advanced feature support. - Added support for the x86_64 architecture on Linux systems utilizing the musl C library. <!-- end of auto-generated comment: release notes by coderabbit.ai -->	2025-04-01 14:44:27 -07:00
Lance Release	a997fd4108	Updating package-lock.json	2025-04-01 17:28:57 +00:00
Lance Release	1486514ccc	Updating package-lock.json	2025-04-01 17:28:40 +00:00
Lance Release	a505bc3965	Bump version: 0.19.0-beta.1 → 0.19.0-beta.2	2025-04-01 17:28:21 +00:00