fix: upgrade instructions (#203)

* fix: upgrade instructions

Signed-off-by: usamoi <usamoi@outlook.com>

* fix: rename scripts to install

Signed-off-by: usamoi <usamoi@outlook.com>

* fix: ipc error-handling

Signed-off-by: usamoi <usamoi@outlook.com>

* feat: soft version

Signed-off-by: usamoi <usamoi@outlook.com>

* chore: freebsd

Signed-off-by: usamoi <usamoi@outlook.com>

---------

Signed-off-by: usamoi <usamoi@outlook.com>

.github/workflows/release.yml

@@ -99,7 +99,7 @@ jobs:
           sudo apt-get -y install ruby-dev libarchive-tools
           sudo gem install --no-document fpm
           mkdir ./artifacts
-          cargo pgrx package
+          ./ci_package.sh
           if [[ "${{ matrix.arch }}" == "aarch64" ]]; then
             cargo build --target aarch64-unknown-linux-gnu --release --features "pg${{ matrix.version }}" --no-default-features
             mv ./target/aarch64-unknown-linux-gnu/release/libvectors.so ./target/release/vectors-pg${{ matrix.version }}/usr/lib/postgresql/${{ matrix.version }}/lib/vectors.so
@@ -116,6 +116,8 @@ jobs:
             --package ../vectors-pg${{ matrix.version }}_${{ github.event.inputs.version }}_${{ matrix.platform }}.deb \
             --architecture ${{ matrix.platform }} \
             .
+        env:
+          VERSION: ${{ matrix.version }}
       - name: Upload Release
         uses: actions/upload-release-asset@v1
         env:
@@ -167,9 +169,9 @@ jobs:
     strategy:
       matrix:
         include:
-          - { version: 14, latest: false }
+          - { version: 14 }
-          - { version: 15, latest: false }
+          - { version: 15 }
-          - { version: 16, latest: true }
+          - { version: 16 }
     steps:
       - name: Checkout
         uses: actions/checkout@v3

README.md

@@ -49,7 +49,7 @@ docker run \
   --name pgvecto-rs-demo \
   -e POSTGRES_PASSWORD=mysecretpassword \
   -p 5432:5432 \
-  -d tensorchord/pgvecto-rs:pg16-latest
+  -d tensorchord/pgvecto-rs:pg16-v0.1.13
 ```
 
 ## Development with envd

crates/c/build.rs

@@ -2,7 +2,7 @@ fn main() {
     println!("cargo:rerun-if-changed=src/c.h");
     println!("cargo:rerun-if-changed=src/c.c");
     cc::Build::new()
-        .compiler("/usr/bin/clang-16")
+        .compiler("clang-16")
         .file("./src/c.c")
         .opt_level(3)
         .debug(true)

crates/c/src/lib.rs

@@ -1,5 +1,3 @@
-#![feature(linkage)]
-
 mod c;
 
 #[allow(unused_imports)]

crates/service/src/prelude/error.rs

@@ -62,15 +62,29 @@ The given vector is invalid for input.
 ADVICE: Check if dimensions and scalar type of the vector is matched with the index.\
 ")]
     Unmatched2,
+    #[error("\
+IPC connection is closed unexpected.
+ADVICE: The error is raisen by background worker errors. \
+Please check the full PostgreSQL log to get more information.\
+")]
+    Ipc,
+    #[error("\
+The extension is upgraded. However, the index files is outdated.
+ADVICE: Please read `https://github.com/tensorchord/pgvecto.rs/blob/main/docs/upgrade.md`.\
+")]
+    Upgrade,
 }
 
-pub trait FriendlyErrorLike {
+pub trait FriendlyErrorLike: Sized {
-    fn friendly(self) -> !;
+    fn convert(self) -> FriendlyError;
+    fn friendly(self) -> ! {
+        panic!("pgvecto.rs: {}", self.convert());
+    }
 }
 
 impl FriendlyErrorLike for FriendlyError {
-    fn friendly(self) -> ! {
+    fn convert(self) -> FriendlyError {
-        panic!("pgvecto.rs: {}", self);
+        self
     }
 }
 

crates/service/src/worker/metadata.rs

@@ -0,0 +1,46 @@
+use serde::{Deserialize, Serialize};
+use std::error::Error;
+use std::path::Path;
+use thiserror::Error;
+
+#[derive(Debug, Error)]
+pub enum MetadataError {
+    #[error("Invalid version.")]
+    InvalidVersion,
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct Metadata {
+    #[serde(default)]
+    pub version: Option<u64>,
+    #[serde(default)]
+    pub soft_version: Option<u64>,
+}
+
+impl Metadata {
+    const VERSION: u64 = 1;
+    const SOFT_VERSION: u64 = 1;
+}
+
+impl Metadata {
+    pub fn write(path: impl AsRef<Path>) {
+        let metadata = Metadata {
+            version: Some(Self::VERSION),
+            soft_version: Some(Self::SOFT_VERSION),
+        };
+        let contents = serde_json::to_string(&metadata).unwrap();
+        std::fs::write(path, contents).unwrap();
+    }
+    pub fn read(path: impl AsRef<Path>) -> Result<(), Box<dyn Error>> {
+        use MetadataError::*;
+        let contents = std::fs::read_to_string(path)?;
+        let metadata = serde_json::from_str::<Metadata>(&contents)?;
+        if Self::VERSION != metadata.version.ok_or(InvalidVersion)? {
+            return Err(Box::new(InvalidVersion));
+        }
+        if Self::SOFT_VERSION <= metadata.soft_version.ok_or(InvalidVersion)? {
+            return Err(Box::new(InvalidVersion));
+        }
+        Ok(())
+    }
+}

crates/service/src/worker/mod.rs

@@ -1,4 +1,5 @@
 pub mod instance;
+pub mod metadata;
 
 use self::instance::Instance;
 use crate::index::IndexOptions;
@@ -16,14 +17,6 @@ use std::collections::HashMap;
 use std::path::PathBuf;
 use std::sync::Arc;
 
-fn magic() -> &'static [u8] {
-    &[1, 4, 53, 23, 34, 92, 34, 23]
-}
-
-fn check(data: &[u8]) -> bool {
-    magic() == data
-}
-
 pub struct Worker {
     path: PathBuf,
     protect: Mutex<WorkerProtect>,
@@ -33,7 +26,6 @@ pub struct Worker {
 impl Worker {
     pub fn create(path: PathBuf) -> Arc<Self> {
         std::fs::create_dir(&path).unwrap();
-        std::fs::write(path.join("magic"), magic()).unwrap();
         std::fs::create_dir(path.join("indexes")).unwrap();
         let startup = FileAtomic::create(path.join("startup"), WorkerStartup::new());
         let indexes = HashMap::new();
@@ -42,17 +34,18 @@ impl Worker {
         });
         let protect = WorkerProtect { startup, indexes };
         sync_dir(&path);
+        self::metadata::Metadata::write(path.join("metadata"));
         Arc::new(Worker {
             path,
             protect: Mutex::new(protect),
             view: ArcSwap::new(view),
         })
     }
+    pub fn check(path: PathBuf) -> bool {
+        self::metadata::Metadata::read(path.join("metadata")).is_ok()
+    }
     pub fn open(path: PathBuf) -> Arc<Self> {
         let startup = FileAtomic::<WorkerStartup>::open(path.join("startup"));
-        if !check(&std::fs::read(path.join("magic")).unwrap_or_default()) {
-            panic!("Please delete the directory pg_vectors in Postgresql data folder. The files are created by older versions of postgresql or broken.");
-        }
         clean(
             path.join("indexes"),
             startup.get().indexes.keys().map(|s| s.to_string()),

docs/installation.md

@@ -5,7 +5,7 @@
 We have prebuild image at [tensorchord/pgvecto-rs](https://hub.docker.com/r/tensorchord/pgvecto-rs). You can try it with
 
 ```
-docker run --name pgvecto-rs-demo -e POSTGRES_PASSWORD=mysecretpassword -p 5432:5432 -d tensorchord/pgvecto-rs:pg16-latest
+docker run --name pgvecto-rs-demo -e POSTGRES_PASSWORD=mysecretpassword -p 5432:5432 -d tensorchord/pgvecto-rs:pg16-v0.1.13
 ```
 
 Connect to the database and enable the extension.

docs/upgrade.md

@@ -0,0 +1,51 @@
+# Upgrade
+
+## `The extension is upgraded. However, the index files is outdated.`
+
+You may see this error if you upgrade the extension. On this condition, you should follow these steps:
+
+* Delete the old index folder.
+
+You can delete the folder with this command:
+
+```shell
+rm -rf $(psql -U postgres -tAqX -c $'SELECT CONCAT(CURRENT_SETTING(\'data_directory\'), \'/pg_vectors\');')
+```
+
+If you are using Docker, you can just delete `pg_vectors` folder under the volume directory too.
+
+You need to restart PostgreSQL.
+
+* Reindex.
+
+You can list all indexes that needed to be reindexed with this command:
+
+```sql
+SELECT
+    I.oid AS indexrelid,
+    I.relname AS indexname
+FROM pg_index X
+     JOIN pg_class I ON I.oid = X.indexrelid
+     JOIN pg_am A ON A.oid = I.relam
+WHERE A.amname = 'vectors';
+```
+
+If you get the result like this:
+
+```
+ indexrelid | indexname  
+------------+------------
+      17988 | t_val_idx
+      17989 | t_val_idx1
+      17990 | t_val_idx2
+      17991 | t_val_idx3
+```
+
+You will reindex them with this SQL:
+
+```sql
+REINDEX INDEX t_val_idx;
+REINDEX INDEX t_val_idx1;
+REINDEX INDEX t_val_idx2;
+REINDEX INDEX t_val_idx3;
+```

scripts/ci_package.sh

@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+set -e
+
+cargo pgrx package

sql/install/vectors--0.1.0.sql

@@ -0,0 +1,371 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:24
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/index.rs:639
+-- vectors::postgres::index::vectors_unload
+CREATE  FUNCTION "vectors_unload"(
+        "oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_unload_wrapper';
+
+-- src/postgres/index.rs:633
+-- vectors::postgres::index::vectors_load
+CREATE  FUNCTION "vectors_load"(
+        "oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_load_wrapper';
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+        "typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+        "list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+        "vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+        "input" cstring, /* &core::ffi::c_str::CStr */
+        "_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+        "typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/udf.rs:9
+-- vectors::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+        "input" TEXT /* alloc::string::String */
+) RETURNS double precision[] /* alloc::vec::Vec<f64> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/datatype.rs:485
+-- vectors::postgres::datatype::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/datatype.rs:485
+-- vectors::postgres::datatype::operator_gt
+CREATE OPERATOR > (
+        PROCEDURE="operator_gt",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <,
+        NEGATOR = <=,
+        RESTRICT = scalargtsel,
+        JOIN = scalargtjoinsel
+);
+
+-- src/postgres/datatype.rs:463
+-- vectors::postgres::datatype::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/datatype.rs:463
+-- vectors::postgres::datatype::operator_lt
+CREATE OPERATOR < (
+        PROCEDURE="operator_lt",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = >,
+        NEGATOR = >=,
+        RESTRICT = scalarltsel,
+        JOIN = scalarltjoinsel
+);
+
+-- src/postgres/datatype.rs:534
+-- vectors::postgres::datatype::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::utils::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/datatype.rs:534
+-- vectors::postgres::datatype::operator_dot
+CREATE OPERATOR <#> (
+        PROCEDURE="operator_dot",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <#>
+);
+
+-- src/postgres/datatype.rs:518
+-- vectors::postgres::datatype::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/datatype.rs:518
+-- vectors::postgres::datatype::operator_neq
+CREATE OPERATOR <> (
+        PROCEDURE="operator_neq",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <>,
+        NEGATOR = =,
+        RESTRICT = eqsel,
+        JOIN = eqjoinsel
+);
+
+-- src/postgres/datatype.rs:496
+-- vectors::postgres::datatype::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/datatype.rs:496
+-- vectors::postgres::datatype::operator_gte
+CREATE OPERATOR >= (
+        PROCEDURE="operator_gte",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <=,
+        NEGATOR = <,
+        RESTRICT = scalargtsel,
+        JOIN = scalargtjoinsel
+);
+
+-- src/postgres/datatype.rs:542
+-- vectors::postgres::datatype::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::utils::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/datatype.rs:542
+-- vectors::postgres::datatype::operator_l2
+CREATE OPERATOR <-> (
+        PROCEDURE="operator_l2",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <->
+);
+
+-- src/postgres/index.rs:87
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/datatype.rs:435
+-- vectors::postgres::datatype::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/datatype.rs:435
+-- vectors::postgres::datatype::operator_add
+CREATE OPERATOR + (
+        PROCEDURE="operator_add",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = +
+);
+
+-- src/postgres/datatype.rs:507
+-- vectors::postgres::datatype::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/datatype.rs:507
+-- vectors::postgres::datatype::operator_eq
+CREATE OPERATOR = (
+        PROCEDURE="operator_eq",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = =,
+        NEGATOR = <>,
+        RESTRICT = eqsel,
+        JOIN = eqjoinsel
+);
+
+-- src/postgres/datatype.rs:447
+-- vectors::postgres::datatype::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/datatype.rs:447
+-- vectors::postgres::datatype::operator_minus
+CREATE OPERATOR - (
+        PROCEDURE="operator_minus",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/datatype.rs:474
+-- vectors::postgres::datatype::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/datatype.rs:474
+-- vectors::postgres::datatype::operator_lte
+CREATE OPERATOR <= (
+        PROCEDURE="operator_lte",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = >=,
+        NEGATOR = >,
+        RESTRICT = scalarltsel,
+        JOIN = scalarltjoinsel
+);
+
+-- src/postgres/datatype.rs:526
+-- vectors::postgres::datatype::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::utils::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/datatype.rs:526
+-- vectors::postgres::datatype::operator_cosine
+CREATE OPERATOR <=> (
+        PROCEDURE="operator_cosine",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <=>
+);
+
+-- src/lib.rs:25
+-- finalize
+CREATE OPERATOR CLASS l2_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.1.sql

@@ -0,0 +1,399 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:25
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/functions.rs:14
+-- vectors::postgres::functions::vectors_unload
+CREATE  FUNCTION "vectors_unload"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_unload_wrapper';
+
+-- src/postgres/functions.rs:5
+-- vectors::postgres::functions::vectors_load
+CREATE  FUNCTION "vectors_load"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_load_wrapper';
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/lib.rs:26
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.10.sql

@@ -0,0 +1,381 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:16
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:450
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:435
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:421
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:348
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:19
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:72
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/lib.rs:17
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.11.sql

@@ -0,0 +1,414 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:16
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:450
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:435
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/stat.rs:20
+-- vectors::postgres::stat::vector_stat
+CREATE  FUNCTION "vector_stat"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS VectorIndexInfo /* pgrx::heap_tuple::PgHeapTuple<pgrx::pgbox::AllocatedByRust> */
+STRICT VOLATILE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_stat_wrapper';
+
+-- src/postgres/datatype.rs:421
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:348
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:19
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/stat.rs:4
+CREATE TYPE VectorIndexInfo AS (
+    indexing BOOL,
+    idx_tuples INT,
+    idx_sealed_len INT,
+    idx_growing_len INT,
+    idx_write INT,
+    idx_sealed INT[],
+    idx_growing INT[],
+    idx_config TEXT
+);
+
+-- src/postgres/datatype.rs:72
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/lib.rs:17
+-- finalize
+CREATE CAST (real[] AS vector)
+    WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+    WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE VIEW pg_vector_index_info AS
+    SELECT
+        C.oid AS tablerelid,
+        I.oid AS indexrelid,
+        C.relname AS tablename,
+        I.relname AS indexname,
+        (vector_stat(I.oid)).*
+    FROM pg_class C JOIN
+         pg_index X ON C.oid = X.indrelid JOIN
+         pg_class I ON I.oid = X.indexrelid JOIN
+         pg_am A ON A.oid = I.relam
+    WHERE A.amname = 'vectors';

sql/install/vectors--0.1.12.sql

@@ -0,0 +1,736 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+/*
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+
+-- src/lib.rs:18
+-- bootstrap
+CREATE TYPE vector;
+CREATE TYPE vecf16;
+
+
+-- src/index/views.rs:18
+-- vectors::index::views::vector_stat
+CREATE  FUNCTION "vector_stat"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS VectorIndexStat /* pgrx::heap_tuple::PgHeapTuple<pgrx::pgbox::AllocatedByRust> */
+STRICT VOLATILE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_stat_wrapper';
+
+-- src/datatype/vecf32.rs:332
+-- vectors::datatype::vecf32::vecf32_out
+CREATE  FUNCTION "vecf32_out"(
+	"vector" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_out_wrapper';
+
+-- src/datatype/vecf32.rs:268
+-- vectors::datatype::vecf32::vecf32_in
+CREATE  FUNCTION "vecf32_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_in_wrapper';
+
+-- src/datatype/casts_f32.rs:24
+-- vectors::datatype::casts_f32::vecf32_cast_vector_to_array
+CREATE  FUNCTION "vecf32_cast_vector_to_array"(
+	"vector" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<f32> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_cast_vector_to_array_wrapper';
+
+-- src/datatype/casts_f32.rs:6
+-- vectors::datatype::casts_f32::vecf32_cast_array_to_vector
+CREATE  FUNCTION "vecf32_cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<f32> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_cast_array_to_vector_wrapper';
+
+-- src/datatype/vecf16.rs:332
+-- vectors::datatype::vecf16::vecf16_out
+CREATE  FUNCTION "vecf16_out"(
+	"vector" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_out_wrapper';
+
+-- src/datatype/vecf16.rs:268
+-- vectors::datatype::vecf16::vecf16_in
+CREATE  FUNCTION "vecf16_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_in_wrapper';
+
+-- src/datatype/typmod.rs:71
+-- vectors::datatype::typmod::typmod_out
+CREATE  FUNCTION "typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'typmod_out_wrapper';
+
+-- src/datatype/typmod.rs:56
+-- vectors::datatype::typmod::typmod_in
+CREATE  FUNCTION "typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'typmod_in_wrapper';
+
+-- src/embedding/udf.rs:9
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/datatype/vecf32.rs:22
+-- creates:
+--   Type(vectors::datatype::vecf32::Vecf32)
+
+-- requires:
+--   vecf32_in
+--   vecf32_out
+--   typmod_in
+--   typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vecf32_in,
+    OUTPUT    = vecf32_out,
+    TYPMOD_IN = typmod_in,
+    TYPMOD_OUT = typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/datatype/operators_f32.rs:26
+-- vectors::datatype::operators_f32::vecf32_operator_minus
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_minus"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_minus_wrapper';
+
+-- src/datatype/operators_f32.rs:26
+-- vectors::datatype::operators_f32::vecf32_operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="vecf32_operator_minus",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector /* vectors::datatype::vecf32::Vecf32Input */
+);
+
+-- src/datatype/operators_f32.rs:99
+-- vectors::datatype::operators_f32::vecf32_operator_gte
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_gte"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_gte_wrapper';
+
+-- src/datatype/operators_f32.rs:99
+-- vectors::datatype::operators_f32::vecf32_operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="vecf32_operator_gte",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f32.rs:65
+-- vectors::datatype::operators_f32::vecf32_operator_lte
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_lte"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_lte_wrapper';
+
+-- src/datatype/operators_f32.rs:65
+-- vectors::datatype::operators_f32::vecf32_operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="vecf32_operator_lte",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f32.rs:48
+-- vectors::datatype::operators_f32::vecf32_operator_lt
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_lt"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_lt_wrapper';
+
+-- src/datatype/operators_f32.rs:48
+-- vectors::datatype::operators_f32::vecf32_operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="vecf32_operator_lt",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f32.rs:147
+-- vectors::datatype::operators_f32::vecf32_operator_cosine
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_cosine"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_cosine_wrapper';
+
+-- src/datatype/operators_f32.rs:147
+-- vectors::datatype::operators_f32::vecf32_operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="vecf32_operator_cosine",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <=>
+);
+
+-- src/datatype/operators_f32.rs:8
+-- vectors::datatype::operators_f32::vecf32_operator_add
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_add"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_add_wrapper';
+
+-- src/datatype/operators_f32.rs:8
+-- vectors::datatype::operators_f32::vecf32_operator_add
+CREATE OPERATOR + (
+	PROCEDURE="vecf32_operator_add",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = +
+);
+
+-- src/datatype/operators_f32.rs:161
+-- vectors::datatype::operators_f32::vecf32_operator_dot
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_dot"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_dot_wrapper';
+
+-- src/datatype/operators_f32.rs:161
+-- vectors::datatype::operators_f32::vecf32_operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="vecf32_operator_dot",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <#>
+);
+
+-- src/index/am.rs:33
+-- vectors::index::am::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+
+
+
+
+-- src/datatype/operators_f32.rs:175
+-- vectors::datatype::operators_f32::vecf32_operator_l2
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_l2"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_l2_wrapper';
+
+-- src/datatype/operators_f32.rs:175
+-- vectors::datatype::operators_f32::vecf32_operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="vecf32_operator_l2",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <->
+);
+
+-- src/datatype/operators_f32.rs:82
+-- vectors::datatype::operators_f32::vecf32_operator_gt
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_gt"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_gt_wrapper';
+
+-- src/datatype/operators_f32.rs:82
+-- vectors::datatype::operators_f32::vecf32_operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="vecf32_operator_gt",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f32.rs:116
+-- vectors::datatype::operators_f32::vecf32_operator_eq
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_eq"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_eq_wrapper';
+
+-- src/datatype/operators_f32.rs:116
+-- vectors::datatype::operators_f32::vecf32_operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="vecf32_operator_eq",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f32.rs:133
+-- vectors::datatype::operators_f32::vecf32_operator_neq
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_neq"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_neq_wrapper';
+
+-- src/datatype/operators_f32.rs:133
+-- vectors::datatype::operators_f32::vecf32_operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="vecf32_operator_neq",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/vecf16.rs:22
+-- creates:
+--   Type(vectors::datatype::vecf16::Vecf16)
+
+-- requires:
+--   vecf16_in
+--   vecf16_out
+--   typmod_in
+--   typmod_out
+
+
+CREATE TYPE vecf16 (
+    INPUT     = vecf16_in,
+    OUTPUT    = vecf16_out,
+    TYPMOD_IN = typmod_in,
+    TYPMOD_OUT = typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/datatype/operators_f16.rs:133
+-- vectors::datatype::operators_f16::vecf16_operator_neq
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_neq"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_neq_wrapper';
+
+-- src/datatype/operators_f16.rs:133
+-- vectors::datatype::operators_f16::vecf16_operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="vecf16_operator_neq",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f16.rs:48
+-- vectors::datatype::operators_f16::vecf16_operator_lt
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_lt"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_lt_wrapper';
+
+-- src/datatype/operators_f16.rs:48
+-- vectors::datatype::operators_f16::vecf16_operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="vecf16_operator_lt",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f16.rs:175
+-- vectors::datatype::operators_f16::vecf16_operator_l2
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_l2"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_l2_wrapper';
+
+-- src/datatype/operators_f16.rs:175
+-- vectors::datatype::operators_f16::vecf16_operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="vecf16_operator_l2",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <->
+);
+
+-- src/datatype/operators_f16.rs:8
+-- vectors::datatype::operators_f16::vecf16_operator_add
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_add"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_add_wrapper';
+
+-- src/datatype/operators_f16.rs:8
+-- vectors::datatype::operators_f16::vecf16_operator_add
+CREATE OPERATOR + (
+	PROCEDURE="vecf16_operator_add",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = +
+);
+
+-- src/datatype/operators_f16.rs:26
+-- vectors::datatype::operators_f16::vecf16_operator_minus
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_minus"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_minus_wrapper';
+
+-- src/datatype/operators_f16.rs:26
+-- vectors::datatype::operators_f16::vecf16_operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="vecf16_operator_minus",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+);
+
+-- src/datatype/operators_f16.rs:161
+-- vectors::datatype::operators_f16::vecf16_operator_dot
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_dot"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_dot_wrapper';
+
+-- src/datatype/operators_f16.rs:161
+-- vectors::datatype::operators_f16::vecf16_operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="vecf16_operator_dot",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <#>
+);
+
+-- src/datatype/operators_f16.rs:82
+-- vectors::datatype::operators_f16::vecf16_operator_gt
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_gt"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_gt_wrapper';
+
+-- src/datatype/operators_f16.rs:82
+-- vectors::datatype::operators_f16::vecf16_operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="vecf16_operator_gt",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f16.rs:65
+-- vectors::datatype::operators_f16::vecf16_operator_lte
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_lte"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_lte_wrapper';
+
+-- src/datatype/operators_f16.rs:65
+-- vectors::datatype::operators_f16::vecf16_operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="vecf16_operator_lte",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f16.rs:116
+-- vectors::datatype::operators_f16::vecf16_operator_eq
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_eq"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_eq_wrapper';
+
+-- src/datatype/operators_f16.rs:116
+-- vectors::datatype::operators_f16::vecf16_operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="vecf16_operator_eq",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f16.rs:147
+-- vectors::datatype::operators_f16::vecf16_operator_cosine
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_cosine"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_cosine_wrapper';
+
+-- src/datatype/operators_f16.rs:147
+-- vectors::datatype::operators_f16::vecf16_operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="vecf16_operator_cosine",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <=>
+);
+
+-- src/datatype/operators_f16.rs:99
+-- vectors::datatype::operators_f16::vecf16_operator_gte
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_gte"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_gte_wrapper';
+
+-- src/datatype/operators_f16.rs:99
+-- vectors::datatype::operators_f16::vecf16_operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="vecf16_operator_gte",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/index/views.rs:4
+CREATE TYPE VectorIndexStat AS (
+    idx_indexing BOOL,
+    idx_tuples BIGINT,
+    idx_sealed BIGINT[],
+    idx_growing BIGINT[],
+    idx_write BIGINT,
+    idx_options TEXT
+);
+
+-- src/lib.rs:19
+-- finalize
+CREATE CAST (real[] AS vector)
+    WITH FUNCTION vecf32_cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+    WITH FUNCTION vecf32_cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+CREATE OPERATOR CLASS vector_l2_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vector_dot_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vector_cos_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_l2_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <-> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_dot_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <#> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_cos_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <=> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE VIEW pg_vector_index_info AS
+    SELECT
+        C.oid AS tablerelid,
+        I.oid AS indexrelid,
+        C.relname AS tablename,
+        I.relname AS indexname,
+        (vector_stat(I.relfilenode)).*
+    FROM pg_class C JOIN
+         pg_index X ON C.oid = X.indrelid JOIN
+         pg_class I ON I.oid = X.indexrelid JOIN
+         pg_am A ON A.oid = I.relam
+    WHERE A.amname = 'vectors';
+

sql/install/vectors--0.1.13.sql

@@ -0,0 +1,718 @@
+/*
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+
+-- src/lib.rs:18
+-- bootstrap
+CREATE TYPE vector;
+CREATE TYPE vecf16;
+
+
+-- src/index/views.rs:18
+-- vectors::index::views::vector_stat
+CREATE  FUNCTION "vector_stat"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS VectorIndexStat /* pgrx::heap_tuple::PgHeapTuple<pgrx::pgbox::AllocatedByRust> */
+STRICT VOLATILE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_stat_wrapper';
+
+-- src/datatype/vecf32.rs:332
+-- vectors::datatype::vecf32::vecf32_out
+CREATE  FUNCTION "vecf32_out"(
+	"vector" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_out_wrapper';
+
+-- src/datatype/vecf32.rs:268
+-- vectors::datatype::vecf32::vecf32_in
+CREATE  FUNCTION "vecf32_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_in_wrapper';
+
+-- src/datatype/casts_f32.rs:24
+-- vectors::datatype::casts_f32::vecf32_cast_vector_to_array
+CREATE  FUNCTION "vecf32_cast_vector_to_array"(
+	"vector" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<f32> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_cast_vector_to_array_wrapper';
+
+-- src/datatype/casts_f32.rs:6
+-- vectors::datatype::casts_f32::vecf32_cast_array_to_vector
+CREATE  FUNCTION "vecf32_cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<f32> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_cast_array_to_vector_wrapper';
+
+-- src/datatype/vecf16.rs:332
+-- vectors::datatype::vecf16::vecf16_out
+CREATE  FUNCTION "vecf16_out"(
+	"vector" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_out_wrapper';
+
+-- src/datatype/vecf16.rs:268
+-- vectors::datatype::vecf16::vecf16_in
+CREATE  FUNCTION "vecf16_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_in_wrapper';
+
+-- src/datatype/typmod.rs:71
+-- vectors::datatype::typmod::typmod_out
+CREATE  FUNCTION "typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'typmod_out_wrapper';
+
+-- src/datatype/typmod.rs:56
+-- vectors::datatype::typmod::typmod_in
+CREATE  FUNCTION "typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'typmod_in_wrapper';
+
+-- src/embedding/udf.rs:9
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/datatype/vecf16.rs:22
+-- creates:
+--   Type(vectors::datatype::vecf16::Vecf16)
+
+-- requires:
+--   vecf16_in
+--   vecf16_out
+--   typmod_in
+--   typmod_out
+
+
+CREATE TYPE vecf16 (
+    INPUT     = vecf16_in,
+    OUTPUT    = vecf16_out,
+    TYPMOD_IN = typmod_in,
+    TYPMOD_OUT = typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/datatype/operators_f16.rs:99
+-- vectors::datatype::operators_f16::vecf16_operator_gte
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_gte"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_gte_wrapper';
+
+-- src/datatype/operators_f16.rs:99
+-- vectors::datatype::operators_f16::vecf16_operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="vecf16_operator_gte",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f16.rs:175
+-- vectors::datatype::operators_f16::vecf16_operator_l2
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_l2"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_l2_wrapper';
+
+-- src/datatype/operators_f16.rs:175
+-- vectors::datatype::operators_f16::vecf16_operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="vecf16_operator_l2",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <->
+);
+
+-- src/datatype/operators_f16.rs:26
+-- vectors::datatype::operators_f16::vecf16_operator_minus
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_minus"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_minus_wrapper';
+
+-- src/datatype/operators_f16.rs:26
+-- vectors::datatype::operators_f16::vecf16_operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="vecf16_operator_minus",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+);
+
+-- src/datatype/operators_f16.rs:8
+-- vectors::datatype::operators_f16::vecf16_operator_add
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_add"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS vecf16 /* vectors::datatype::vecf16::Vecf16Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_add_wrapper';
+
+-- src/datatype/operators_f16.rs:8
+-- vectors::datatype::operators_f16::vecf16_operator_add
+CREATE OPERATOR + (
+	PROCEDURE="vecf16_operator_add",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = +
+);
+
+-- src/datatype/operators_f16.rs:48
+-- vectors::datatype::operators_f16::vecf16_operator_lt
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_lt"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_lt_wrapper';
+
+-- src/datatype/operators_f16.rs:48
+-- vectors::datatype::operators_f16::vecf16_operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="vecf16_operator_lt",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f16.rs:116
+-- vectors::datatype::operators_f16::vecf16_operator_eq
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_eq"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_eq_wrapper';
+
+-- src/datatype/operators_f16.rs:116
+-- vectors::datatype::operators_f16::vecf16_operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="vecf16_operator_eq",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f16.rs:133
+-- vectors::datatype::operators_f16::vecf16_operator_neq
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_neq"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_neq_wrapper';
+
+-- src/datatype/operators_f16.rs:133
+-- vectors::datatype::operators_f16::vecf16_operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="vecf16_operator_neq",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f16.rs:161
+-- vectors::datatype::operators_f16::vecf16_operator_dot
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_dot"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_dot_wrapper';
+
+-- src/datatype/operators_f16.rs:161
+-- vectors::datatype::operators_f16::vecf16_operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="vecf16_operator_dot",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <#>
+);
+
+-- src/datatype/operators_f16.rs:82
+-- vectors::datatype::operators_f16::vecf16_operator_gt
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_gt"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_gt_wrapper';
+
+-- src/datatype/operators_f16.rs:82
+-- vectors::datatype::operators_f16::vecf16_operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="vecf16_operator_gt",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f16.rs:65
+-- vectors::datatype::operators_f16::vecf16_operator_lte
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_lte"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_lte_wrapper';
+
+-- src/datatype/operators_f16.rs:65
+-- vectors::datatype::operators_f16::vecf16_operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="vecf16_operator_lte",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f16.rs:147
+-- vectors::datatype::operators_f16::vecf16_operator_cosine
+-- requires:
+--   vecf16
+CREATE  FUNCTION "vecf16_operator_cosine"(
+	"lhs" vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	"rhs" vecf16 /* vectors::datatype::vecf16::Vecf16Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf16_operator_cosine_wrapper';
+
+-- src/datatype/operators_f16.rs:147
+-- vectors::datatype::operators_f16::vecf16_operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="vecf16_operator_cosine",
+	LEFTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	RIGHTARG=vecf16, /* vectors::datatype::vecf16::Vecf16Input */
+	COMMUTATOR = <=>
+);
+
+-- src/datatype/vecf32.rs:22
+-- creates:
+--   Type(vectors::datatype::vecf32::Vecf32)
+
+-- requires:
+--   vecf32_in
+--   vecf32_out
+--   typmod_in
+--   typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vecf32_in,
+    OUTPUT    = vecf32_out,
+    TYPMOD_IN = typmod_in,
+    TYPMOD_OUT = typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/datatype/operators_f32.rs:48
+-- vectors::datatype::operators_f32::vecf32_operator_lt
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_lt"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_lt_wrapper';
+
+-- src/datatype/operators_f32.rs:48
+-- vectors::datatype::operators_f32::vecf32_operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="vecf32_operator_lt",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f32.rs:99
+-- vectors::datatype::operators_f32::vecf32_operator_gte
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_gte"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_gte_wrapper';
+
+-- src/datatype/operators_f32.rs:99
+-- vectors::datatype::operators_f32::vecf32_operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="vecf32_operator_gte",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/index/am.rs:33
+-- vectors::index::am::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+
+
+
+
+-- src/datatype/operators_f32.rs:175
+-- vectors::datatype::operators_f32::vecf32_operator_l2
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_l2"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_l2_wrapper';
+
+-- src/datatype/operators_f32.rs:175
+-- vectors::datatype::operators_f32::vecf32_operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="vecf32_operator_l2",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <->
+);
+
+-- src/datatype/operators_f32.rs:65
+-- vectors::datatype::operators_f32::vecf32_operator_lte
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_lte"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_lte_wrapper';
+
+-- src/datatype/operators_f32.rs:65
+-- vectors::datatype::operators_f32::vecf32_operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="vecf32_operator_lte",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/datatype/operators_f32.rs:26
+-- vectors::datatype::operators_f32::vecf32_operator_minus
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_minus"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_minus_wrapper';
+
+-- src/datatype/operators_f32.rs:26
+-- vectors::datatype::operators_f32::vecf32_operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="vecf32_operator_minus",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector /* vectors::datatype::vecf32::Vecf32Input */
+);
+
+-- src/datatype/operators_f32.rs:82
+-- vectors::datatype::operators_f32::vecf32_operator_gt
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_gt"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_gt_wrapper';
+
+-- src/datatype/operators_f32.rs:82
+-- vectors::datatype::operators_f32::vecf32_operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="vecf32_operator_gt",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/datatype/operators_f32.rs:161
+-- vectors::datatype::operators_f32::vecf32_operator_dot
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_dot"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_dot_wrapper';
+
+-- src/datatype/operators_f32.rs:161
+-- vectors::datatype::operators_f32::vecf32_operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="vecf32_operator_dot",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <#>
+);
+
+-- src/datatype/operators_f32.rs:8
+-- vectors::datatype::operators_f32::vecf32_operator_add
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_add"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS vector /* vectors::datatype::vecf32::Vecf32Output */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_add_wrapper';
+
+-- src/datatype/operators_f32.rs:8
+-- vectors::datatype::operators_f32::vecf32_operator_add
+CREATE OPERATOR + (
+	PROCEDURE="vecf32_operator_add",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = +
+);
+
+-- src/datatype/operators_f32.rs:147
+-- vectors::datatype::operators_f32::vecf32_operator_cosine
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_cosine"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS real /* f32 */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_cosine_wrapper';
+
+-- src/datatype/operators_f32.rs:147
+-- vectors::datatype::operators_f32::vecf32_operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="vecf32_operator_cosine",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <=>
+);
+
+-- src/datatype/operators_f32.rs:133
+-- vectors::datatype::operators_f32::vecf32_operator_neq
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_neq"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_neq_wrapper';
+
+-- src/datatype/operators_f32.rs:133
+-- vectors::datatype::operators_f32::vecf32_operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="vecf32_operator_neq",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/datatype/operators_f32.rs:116
+-- vectors::datatype::operators_f32::vecf32_operator_eq
+-- requires:
+--   vecf32
+CREATE  FUNCTION "vecf32_operator_eq"(
+	"lhs" vector, /* vectors::datatype::vecf32::Vecf32Input */
+	"rhs" vector /* vectors::datatype::vecf32::Vecf32Input */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vecf32_operator_eq_wrapper';
+
+-- src/datatype/operators_f32.rs:116
+-- vectors::datatype::operators_f32::vecf32_operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="vecf32_operator_eq",
+	LEFTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	RIGHTARG=vector, /* vectors::datatype::vecf32::Vecf32Input */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/index/views.rs:4
+CREATE TYPE VectorIndexStat AS (
+    idx_indexing BOOL,
+    idx_tuples BIGINT,
+    idx_sealed BIGINT[],
+    idx_growing BIGINT[],
+    idx_write BIGINT,
+    idx_options TEXT
+);
+
+-- src/lib.rs:19
+-- finalize
+CREATE CAST (real[] AS vector)
+    WITH FUNCTION vecf32_cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+    WITH FUNCTION vecf32_cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+CREATE OPERATOR CLASS vector_l2_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vector_dot_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vector_cos_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_l2_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <-> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_dot_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <#> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS vecf16_cos_ops
+    FOR TYPE vecf16 USING vectors AS
+    OPERATOR 1 <=> (vecf16, vecf16) FOR ORDER BY float_ops;
+
+CREATE VIEW pg_vector_index_info AS
+    SELECT
+        C.oid AS tablerelid,
+        I.oid AS indexrelid,
+        C.relname AS tablename,
+        I.relname AS indexname,
+        (vector_stat(I.relfilenode)).*
+    FROM pg_class C JOIN
+         pg_index X ON C.oid = X.indrelid JOIN
+         pg_class I ON I.oid = X.indexrelid JOIN
+         pg_am A ON A.oid = I.relam
+    WHERE A.amname = 'vectors';
+

sql/install/vectors--0.1.2.sql

@@ -0,0 +1,399 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:25
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/functions.rs:14
+-- vectors::postgres::functions::vectors_unload
+CREATE  FUNCTION "vectors_unload"(
+        "oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_unload_wrapper';
+
+-- src/postgres/functions.rs:5
+-- vectors::postgres::functions::vectors_load
+CREATE  FUNCTION "vectors_load"(
+        "oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_load_wrapper';
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+        "typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+        "list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+        "vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+        "input" cstring, /* &core::ffi::c_str::CStr */
+        "_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+        "typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+        "vector" vector, /* vectors::postgres::datatype::VectorInput */
+        "_typmod" INT, /* i32 */
+        "_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+        "array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+        "typmod" INT, /* i32 */
+        "_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+        "input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+        PROCEDURE="operator_eq",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = =,
+        NEGATOR = <>,
+        RESTRICT = eqsel,
+        JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+        PROCEDURE="operator_neq",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <>,
+        NEGATOR = =,
+        RESTRICT = eqsel,
+        JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+        PROCEDURE="operator_add",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = +
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+        PROCEDURE="operator_minus",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+        PROCEDURE="operator_gte",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <=,
+        NEGATOR = <,
+        RESTRICT = scalargtsel,
+        JOIN = scalargtjoinsel
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+        PROCEDURE="operator_cosine",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+        PROCEDURE="operator_lt",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = >,
+        NEGATOR = >=,
+        RESTRICT = scalarltsel,
+        JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+        PROCEDURE="operator_lte",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = >=,
+        NEGATOR = >,
+        RESTRICT = scalarltsel,
+        JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+        PROCEDURE="operator_dot",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+        PROCEDURE="operator_gt",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <,
+        NEGATOR = <=,
+        RESTRICT = scalargtsel,
+        JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+        "lhs" vector, /* vectors::postgres::datatype::VectorInput */
+        "rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+        PROCEDURE="operator_l2",
+        LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+        COMMUTATOR = <->
+);
+
+-- src/lib.rs:26
+-- finalize
+CREATE CAST (real[] AS vector)
+        WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+        WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+        FOR TYPE vector USING vectors AS
+        OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.3.sql

@@ -0,0 +1,399 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:25
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/functions.rs:14
+-- vectors::postgres::functions::vectors_unload
+CREATE  FUNCTION "vectors_unload"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_unload_wrapper';
+
+-- src/postgres/functions.rs:5
+-- vectors::postgres::functions::vectors_load
+CREATE  FUNCTION "vectors_load"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_load_wrapper';
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/lib.rs:26
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.4.sql

@@ -0,0 +1,399 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:25
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/functions.rs:14
+-- vectors::postgres::functions::vectors_unload
+CREATE  FUNCTION "vectors_unload"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_unload_wrapper';
+
+-- src/postgres/functions.rs:5
+-- vectors::postgres::functions::vectors_load
+CREATE  FUNCTION "vectors_load"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS void
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vectors_load_wrapper';
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:35
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/lib.rs:26
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.5.sql

@@ -0,0 +1,381 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:30
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION tensorchord."vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION tensorchord."vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION tensorchord."vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION tensorchord."vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION tensorchord."cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION tensorchord."cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION tensorchord."ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR tensorchord.< (
+	PROCEDURE=tensorchord."operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR tensorchord.- (
+	PROCEDURE=tensorchord."operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR tensorchord.= (
+	PROCEDURE=tensorchord."operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR tensorchord.>= (
+	PROCEDURE=tensorchord."operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR tensorchord.+ (
+	PROCEDURE=tensorchord."operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR tensorchord.<= (
+	PROCEDURE=tensorchord."operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR tensorchord.<> (
+	PROCEDURE=tensorchord."operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR tensorchord.<#> (
+	PROCEDURE=tensorchord."operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR tensorchord.> (
+	PROCEDURE=tensorchord."operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/index.rs:35
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR tensorchord.<=> (
+	PROCEDURE=tensorchord."operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION tensorchord."operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR tensorchord.<-> (
+	PROCEDURE=tensorchord."operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/lib.rs:31
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.6.sql

@@ -0,0 +1,381 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:30
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:424
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:411
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:397
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:349
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:17
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:73
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:35
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/lib.rs:31
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.7.sql

@@ -0,0 +1,381 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:30
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:452
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:437
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:423
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:350
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:18
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:74
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:115
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:107
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:91
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:47
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:36
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:20
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:69
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:58
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:35
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:80
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/lib.rs:31
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.8.sql

@@ -0,0 +1,381 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:20
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:452
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:437
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/datatype.rs:423
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:350
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:18
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:74
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/lib.rs:21
+-- finalize
+CREATE CAST (real[] AS vector)
+	WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+	WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+	FOR TYPE vector USING vectors AS
+	OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+

sql/install/vectors--0.1.9.sql

@@ -0,0 +1,413 @@
+/* 
+This file is auto generated by pgrx.
+
+The ordering of items is not stable, it is driven by a dependency graph.
+*/
+
+-- src/lib.rs:16
+-- bootstrap
+CREATE TYPE vector;
+
+
+-- src/postgres/datatype.rs:450
+-- vectors::postgres::datatype::vector_typmod_out
+CREATE  FUNCTION "vector_typmod_out"(
+	"typmod" INT /* i32 */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_out_wrapper';
+
+-- src/postgres/datatype.rs:435
+-- vectors::postgres::datatype::vector_typmod_in
+CREATE  FUNCTION "vector_typmod_in"(
+	"list" cstring[] /* pgrx::datum::array::Array<&core::ffi::c_str::CStr> */
+) RETURNS INT /* i32 */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_typmod_in_wrapper';
+
+-- src/postgres/functions.rs:5
+-- vectors::postgres::functions::vector_stat_tuples_done
+CREATE  FUNCTION "vector_stat_tuples_done"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS INT /* i32 */
+STRICT VOLATILE PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_stat_tuples_done_wrapper';
+
+-- src/postgres/functions.rs:16
+-- vectors::postgres::functions::vector_stat_config
+CREATE  FUNCTION "vector_stat_config"(
+	"oid" oid /* pgrx_pg_sys::submodules::oids::Oid */
+) RETURNS TEXT /* alloc::string::String */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_stat_config_wrapper';
+
+-- src/postgres/datatype.rs:421
+-- vectors::postgres::datatype::vector_out
+CREATE  FUNCTION "vector_out"(
+	"vector" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS cstring /* alloc::ffi::c_str::CString */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_out_wrapper';
+
+-- src/postgres/datatype.rs:348
+-- vectors::postgres::datatype::vector_in
+CREATE  FUNCTION "vector_in"(
+	"input" cstring, /* &core::ffi::c_str::CStr */
+	"_oid" oid, /* pgrx_pg_sys::submodules::oids::Oid */
+	"typmod" INT /* i32 */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'vector_in_wrapper';
+
+-- src/postgres/casts.rs:19
+-- vectors::postgres::casts::cast_vector_to_array
+CREATE  FUNCTION "cast_vector_to_array"(
+	"vector" vector, /* vectors::postgres::datatype::VectorInput */
+	"_typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS real[] /* alloc::vec::Vec<vectors::prelude::scalar::Scalar> */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_vector_to_array_wrapper';
+
+-- src/postgres/casts.rs:5
+-- vectors::postgres::casts::cast_array_to_vector
+CREATE  FUNCTION "cast_array_to_vector"(
+	"array" real[], /* pgrx::datum::array::Array<vectors::prelude::scalar::Scalar> */
+	"typmod" INT, /* i32 */
+	"_explicit" bool /* bool */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'cast_array_to_vector_wrapper';
+
+-- src/embedding/udf.rs:11
+-- vectors::embedding::udf::ai_embedding_vector
+CREATE  FUNCTION "ai_embedding_vector"(
+	"input" TEXT /* alloc::string::String */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+STRICT
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'ai_embedding_vector_wrapper';
+
+-- src/postgres/datatype.rs:72
+-- creates:
+--   Type(vectors::postgres::datatype::Vector)
+
+-- requires:
+--   vector_in
+--   vector_out
+--   vector_typmod_in
+--   vector_typmod_out
+
+
+CREATE TYPE vector (
+    INPUT     = vector_in,
+    OUTPUT    = vector_out,
+    TYPMOD_IN = vector_typmod_in,
+    TYPMOD_OUT = vector_typmod_out,
+    STORAGE   = EXTENDED,
+    INTERNALLENGTH = VARIABLE,
+    ALIGNMENT = double
+);
+
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_cosine"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_cosine_wrapper';
+
+-- src/postgres/operators.rs:147
+-- vectors::postgres::operators::operator_cosine
+CREATE OPERATOR <=> (
+	PROCEDURE="operator_cosine",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=>
+);
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_dot"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_dot_wrapper';
+
+-- src/postgres/operators.rs:161
+-- vectors::postgres::operators::operator_dot
+CREATE OPERATOR <#> (
+	PROCEDURE="operator_dot",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <#>
+);
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lt_wrapper';
+
+-- src/postgres/operators.rs:48
+-- vectors::postgres::operators::operator_lt
+CREATE OPERATOR < (
+	PROCEDURE="operator_lt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >,
+	NEGATOR = >=,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_l2"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS real /* vectors::prelude::scalar::Scalar */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_l2_wrapper';
+
+-- src/postgres/operators.rs:175
+-- vectors::postgres::operators::operator_l2
+CREATE OPERATOR <-> (
+	PROCEDURE="operator_l2",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <->
+);
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_minus"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_minus_wrapper';
+
+-- src/postgres/operators.rs:26
+-- vectors::postgres::operators::operator_minus
+CREATE OPERATOR - (
+	PROCEDURE="operator_minus",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector /* vectors::postgres::datatype::VectorInput */
+);
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_add"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS vector /* vectors::postgres::datatype::VectorOutput */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_add_wrapper';
+
+-- src/postgres/operators.rs:8
+-- vectors::postgres::operators::operator_add
+CREATE OPERATOR + (
+	PROCEDURE="operator_add",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = +
+);
+
+-- src/postgres/index.rs:34
+-- vectors::postgres::index::vectors_amhandler
+
+    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', 'vectors_amhandler_wrapper';
+    CREATE ACCESS METHOD vectors TYPE INDEX HANDLER vectors_amhandler;
+    COMMENT ON ACCESS METHOD vectors IS 'pgvecto.rs index access method';
+
+
+
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gt"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gt_wrapper';
+
+-- src/postgres/operators.rs:82
+-- vectors::postgres::operators::operator_gt
+CREATE OPERATOR > (
+	PROCEDURE="operator_gt",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <,
+	NEGATOR = <=,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_neq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_neq_wrapper';
+
+-- src/postgres/operators.rs:133
+-- vectors::postgres::operators::operator_neq
+CREATE OPERATOR <> (
+	PROCEDURE="operator_neq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <>,
+	NEGATOR = =,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_lte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_lte_wrapper';
+
+-- src/postgres/operators.rs:65
+-- vectors::postgres::operators::operator_lte
+CREATE OPERATOR <= (
+	PROCEDURE="operator_lte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = >=,
+	NEGATOR = >,
+	RESTRICT = scalarltsel,
+	JOIN = scalarltjoinsel
+);
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_gte"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_gte_wrapper';
+
+-- src/postgres/operators.rs:99
+-- vectors::postgres::operators::operator_gte
+CREATE OPERATOR >= (
+	PROCEDURE="operator_gte",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = <=,
+	NEGATOR = <,
+	RESTRICT = scalargtsel,
+	JOIN = scalargtjoinsel
+);
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+-- requires:
+--   vector
+CREATE  FUNCTION "operator_eq"(
+	"lhs" vector, /* vectors::postgres::datatype::VectorInput */
+	"rhs" vector /* vectors::postgres::datatype::VectorInput */
+) RETURNS bool /* bool */
+IMMUTABLE STRICT PARALLEL SAFE 
+LANGUAGE c /* Rust */
+AS 'MODULE_PATHNAME', 'operator_eq_wrapper';
+
+-- src/postgres/operators.rs:116
+-- vectors::postgres::operators::operator_eq
+CREATE OPERATOR = (
+	PROCEDURE="operator_eq",
+	LEFTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	RIGHTARG=vector, /* vectors::postgres::datatype::VectorInput */
+	COMMUTATOR = =,
+	NEGATOR = <>,
+	RESTRICT = eqsel,
+	JOIN = eqjoinsel
+);
+
+-- src/lib.rs:17
+-- finalize
+CREATE CAST (real[] AS vector)
+    WITH FUNCTION cast_array_to_vector(real[], integer, boolean) AS IMPLICIT;
+
+CREATE CAST (vector AS real[])
+    WITH FUNCTION cast_vector_to_array(vector, integer, boolean) AS IMPLICIT;
+
+CREATE OPERATOR CLASS l2_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <-> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS dot_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <#> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE OPERATOR CLASS cosine_ops
+    FOR TYPE vector USING vectors AS
+    OPERATOR 1 <=> (vector, vector) FOR ORDER BY float_ops;
+
+CREATE VIEW pg_vector_index_info AS
+    SELECT
+        C.oid AS tablerelid,
+        I.oid AS indexrelid,
+        C.relname AS tablename,
+        I.relname AS indexname,
+        I.reltuples AS idx_tuples,
+        vector_stat_tuples_done(I.oid) AS idx_tuples_done,
+        vector_stat_config(I.oid) AS idx_config
+    FROM pg_class C JOIN
+         pg_index X ON C.oid = X.indrelid JOIN
+         pg_class I ON I.oid = X.indexrelid JOIN
+         pg_am A ON A.oid = I.relam
+    WHERE A.amname = 'vectors';

src/bgworker/mod.rs

@@ -1,8 +1,5 @@
-use crate::ipc::server::RpcHandler;
+pub mod normal;
-use crate::ipc::IpcError;
+pub mod upgrade;
-use service::worker::Worker;
-use std::path::{Path, PathBuf};
-use std::sync::Arc;
 
 pub unsafe fn init() {
     use pgrx::bgworkers::BackgroundWorkerBuilder;
@@ -47,125 +44,18 @@ pub fn main() {
         }
         log::error!("Panickied. Info: {:?}. Backtrace: {}.", info, backtrace);
     }));
-    let worker = if Path::new("pg_vectors").try_exists().unwrap() {
+    use service::worker::Worker;
-        Worker::open(PathBuf::from("pg_vectors"))
+    use std::path::Path;
+    let path = Path::new("pg_vectors");
+    if path.try_exists().unwrap() {
+        if Worker::check(path.to_owned()) {
+            let worker = Worker::open(path.to_owned());
+            self::normal::normal(worker);
+        } else {
+            self::upgrade::upgrade();
+        }
     } else {
-        Worker::create(PathBuf::from("pg_vectors"))
+        let worker = Worker::create(path.to_owned());
-    };
+        self::normal::normal(worker);
-    std::thread::spawn({
-        let worker = worker.clone();
-        move || listen(crate::ipc::listen_unix(), worker)
-    });
-    std::thread::spawn({
-        let worker = worker.clone();
-        move || listen(crate::ipc::listen_mmap(), worker)
-    });
-    loop {
-        let mut sig: i32 = 0;
-        unsafe {
-            let mut set: libc::sigset_t = std::mem::zeroed();
-            libc::sigemptyset(&mut set);
-            libc::sigaddset(&mut set, libc::SIGHUP);
-            libc::sigaddset(&mut set, libc::SIGTERM);
-            libc::sigwait(&set, &mut sig);
-        }
-        match sig {
-            libc::SIGHUP => {
-                std::process::exit(0);
-            }
-            libc::SIGTERM => {
-                std::process::exit(0);
-            }
-            _ => (),
-        }
-    }
-}
-
-fn listen(listen: impl Iterator<Item = RpcHandler>, worker: Arc<Worker>) {
-    for rpc_handler in listen {
-        let worker = worker.clone();
-        std::thread::spawn({
-            move || {
-                log::trace!("Session established.");
-                let _ = session(worker, rpc_handler);
-                log::trace!("Session closed.");
-            }
-        });
-    }
-}
-
-fn session(worker: Arc<Worker>, mut handler: RpcHandler) -> Result<(), IpcError> {
-    use crate::ipc::server::RpcHandle;
-    loop {
-        match handler.handle()? {
-            RpcHandle::Create { id, options, x } => {
-                worker.call_create(id, options);
-                handler = x.leave()?;
-            }
-            RpcHandle::Insert { id, insert, x } => {
-                let res = worker.call_insert(id, insert);
-                handler = x.leave(res)?;
-            }
-            RpcHandle::Delete { id, mut x } => {
-                let res = worker.call_delete(id, |p| x.next(p).unwrap());
-                handler = x.leave(res)?;
-            }
-            RpcHandle::Search {
-                id,
-                search,
-                prefilter,
-                mut x,
-            } => {
-                if prefilter {
-                    let res = worker.call_search(id, search, |p| x.check(p).unwrap());
-                    handler = x.leave(res)?;
-                } else {
-                    let res = worker.call_search(id, search, |_| true);
-                    handler = x.leave(res)?;
-                }
-            }
-            RpcHandle::Flush { id, x } => {
-                let result = worker.call_flush(id);
-                handler = x.leave(result)?;
-            }
-            RpcHandle::Destory { ids, x } => {
-                worker.call_destory(ids);
-                handler = x.leave()?;
-            }
-            RpcHandle::Stat { id, x } => {
-                let result = worker.call_stat(id);
-                handler = x.leave(result)?;
-            }
-            RpcHandle::Vbase { id, vbase, x } => {
-                use crate::ipc::server::VbaseHandle::*;
-                let instance = match worker.get_instance(id) {
-                    Ok(x) => x,
-                    Err(e) => {
-                        x.error(Err(e))?;
-                        break Ok(());
-                    }
-                };
-                let view = instance.view();
-                let mut it = match view.vbase(vbase.0, vbase.1) {
-                    Ok(x) => x,
-                    Err(e) => {
-                        x.error(Err(e))?;
-                        break Ok(());
-                    }
-                };
-                let mut x = x.error(Ok(()))?;
-                loop {
-                    match x.handle()? {
-                        Next { x: y } => {
-                            x = y.leave(it.next())?;
-                        }
-                        Leave { x } => {
-                            handler = x;
-                            break;
-                        }
-                    }
-                }
-            }
-        }
     }
 }

src/bgworker/normal.rs

@@ -0,0 +1,132 @@
+use crate::ipc::{server::RpcHandler, IpcError};
+use service::worker::Worker;
+use std::sync::Arc;
+
+pub fn normal(worker: Arc<Worker>) {
+    std::thread::scope(|scope| {
+        scope.spawn({
+            let worker = worker.clone();
+            move || {
+                for rpc_handler in crate::ipc::listen_unix() {
+                    let worker = worker.clone();
+                    std::thread::spawn({
+                        move || {
+                            log::trace!("Session established.");
+                            let _ = session(worker, rpc_handler);
+                            log::trace!("Session closed.");
+                        }
+                    });
+                }
+            }
+        });
+        scope.spawn({
+            let worker = worker.clone();
+            move || {
+                for rpc_handler in crate::ipc::listen_mmap() {
+                    let worker = worker.clone();
+                    std::thread::spawn({
+                        move || {
+                            log::trace!("Session established.");
+                            let _ = session(worker, rpc_handler);
+                            log::trace!("Session closed.");
+                        }
+                    });
+                }
+            }
+        });
+        loop {
+            let mut sig: i32 = 0;
+            unsafe {
+                let mut set: libc::sigset_t = std::mem::zeroed();
+                libc::sigemptyset(&mut set);
+                libc::sigaddset(&mut set, libc::SIGHUP);
+                libc::sigaddset(&mut set, libc::SIGTERM);
+                libc::sigwait(&set, &mut sig);
+            }
+            match sig {
+                libc::SIGHUP => {
+                    std::process::exit(0);
+                }
+                libc::SIGTERM => {
+                    std::process::exit(0);
+                }
+                _ => (),
+            }
+        }
+    });
+}
+
+fn session(worker: Arc<Worker>, mut handler: RpcHandler) -> Result<(), IpcError> {
+    use crate::ipc::server::RpcHandle;
+    loop {
+        match handler.handle()? {
+            RpcHandle::Create { id, options, x } => {
+                worker.call_create(id, options);
+                handler = x.leave()?;
+            }
+            RpcHandle::Insert { id, insert, x } => match worker.call_insert(id, insert) {
+                Ok(()) => handler = x.leave()?,
+                Err(res) => x.reset(res)?,
+            },
+            RpcHandle::Delete { id, mut x } => match worker.call_delete(id, |p| x.next(p).unwrap())
+            {
+                Ok(()) => handler = x.leave()?,
+                Err(res) => x.reset(res)?,
+            },
+            RpcHandle::Search {
+                id,
+                search,
+                prefilter: true,
+                mut x,
+            } => match worker.call_search(id, search, |p| x.check(p).unwrap()) {
+                Ok(res) => handler = x.leave(res)?,
+                Err(e) => x.reset(e)?,
+            },
+            RpcHandle::Search {
+                id,
+                search,
+                prefilter: false,
+                x,
+            } => match worker.call_search(id, search, |_| true) {
+                Ok(res) => handler = x.leave(res)?,
+                Err(e) => x.reset(e)?,
+            },
+            RpcHandle::Flush { id, x } => match worker.call_flush(id) {
+                Ok(()) => handler = x.leave()?,
+                Err(e) => x.reset(e)?,
+            },
+            RpcHandle::Destory { ids, x } => {
+                worker.call_destory(ids);
+                handler = x.leave()?;
+            }
+            RpcHandle::Stat { id, x } => match worker.call_stat(id) {
+                Ok(res) => handler = x.leave(res)?,
+                Err(e) => x.reset(e)?,
+            },
+            RpcHandle::Vbase { id, vbase, x } => {
+                use crate::ipc::server::VbaseHandle::*;
+                let instance = match worker.get_instance(id) {
+                    Ok(x) => x,
+                    Err(e) => x.reset(e)?,
+                };
+                let view = instance.view();
+                let mut it = match view.vbase(vbase.0, vbase.1) {
+                    Ok(x) => x,
+                    Err(e) => x.reset(e)?,
+                };
+                let mut x = x.error()?;
+                loop {
+                    match x.handle()? {
+                        Next { x: y } => {
+                            x = y.leave(it.next())?;
+                        }
+                        Leave { x } => {
+                            handler = x;
+                            break;
+                        }
+                    }
+                }
+            }
+        }
+    }
+}

src/bgworker/upgrade.rs

@@ -0,0 +1,67 @@
+use crate::ipc::server::RpcHandler;
+use crate::ipc::IpcError;
+use service::prelude::*;
+
+pub fn upgrade() {
+    std::thread::scope(|scope| {
+        scope.spawn({
+            move || {
+                for rpc_handler in crate::ipc::listen_unix() {
+                    std::thread::spawn({
+                        move || {
+                            log::trace!("Session established.");
+                            let _ = session(rpc_handler);
+                            log::trace!("Session closed.");
+                        }
+                    });
+                }
+            }
+        });
+        scope.spawn({
+            move || {
+                for rpc_handler in crate::ipc::listen_mmap() {
+                    std::thread::spawn({
+                        move || {
+                            log::trace!("Session established.");
+                            let _ = session(rpc_handler);
+                            log::trace!("Session closed.");
+                        }
+                    });
+                }
+            }
+        });
+        loop {
+            let mut sig: i32 = 0;
+            unsafe {
+                let mut set: libc::sigset_t = std::mem::zeroed();
+                libc::sigemptyset(&mut set);
+                libc::sigaddset(&mut set, libc::SIGHUP);
+                libc::sigaddset(&mut set, libc::SIGTERM);
+                libc::sigwait(&set, &mut sig);
+            }
+            match sig {
+                libc::SIGHUP => {
+                    std::process::exit(0);
+                }
+                libc::SIGTERM => {
+                    std::process::exit(0);
+                }
+                _ => (),
+            }
+        }
+    });
+}
+
+fn session(handler: RpcHandler) -> Result<(), IpcError> {
+    use crate::ipc::server::RpcHandle;
+    match handler.handle()? {
+        RpcHandle::Create { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Search { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Insert { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Delete { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Flush { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Destory { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Stat { x, .. } => x.reset(FriendlyError::Upgrade)?,
+        RpcHandle::Vbase { x, .. } => x.reset(FriendlyError::Upgrade)?,
+    }
+}

src/index/am.rs

@@ -27,9 +27,9 @@ pub unsafe fn init() {
 }
 
 #[pgrx::pg_extern(sql = "
-    CREATE OR REPLACE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
+    CREATE FUNCTION vectors_amhandler(internal) RETURNS index_am_handler
     PARALLEL SAFE IMMUTABLE STRICT LANGUAGE c AS 'MODULE_PATHNAME', '@FUNCTION_NAME@';
-", requires = ["vecf32"])]
+")]
 fn vectors_amhandler(
     _fcinfo: pgrx::pg_sys::FunctionCallInfo,
 ) -> pgrx::PgBox<pgrx::pg_sys::IndexAmRoutine> {

src/ipc/client/mod.rs

@@ -1,5 +1,5 @@
 use super::packet::*;
-use super::transport::Socket;
+use super::transport::ClientSocket;
 use crate::gucs::{Transport, TRANSPORT};
 use crate::utils::cells::PgRefCell;
 use service::index::IndexOptions;
@@ -12,8 +12,8 @@ use std::ops::DerefMut;
 pub trait ClientLike: 'static {
     const RESET: bool = false;
 
-    fn from_socket(socket: Socket) -> Self;
+    fn from_socket(socket: ClientSocket) -> Self;
-    fn to_socket(self) -> Socket;
+    fn to_socket(self) -> ClientSocket;
 }
 
 pub struct ClientGuard<T: ClientLike>(pub ManuallyDrop<T>);
@@ -43,17 +43,17 @@ impl<T: ClientLike> DerefMut for ClientGuard<T> {
 }
 
 pub struct Rpc {
-    socket: Socket,
+    socket: ClientSocket,
 }
 
 impl Rpc {
-    pub fn new(socket: Socket) -> Self {
+    pub fn new(socket: ClientSocket) -> Self {
         Self { socket }
     }
     pub fn create(self: &mut ClientGuard<Self>, id: Id, options: IndexOptions) {
         let packet = RpcPacket::Create { id, options };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let create::CreatePacket::Leave {} = self.socket.client_recv().friendly();
+        let create::CreatePacket::Leave {} = self.socket.recv().friendly();
     }
     pub fn search(
         self: &mut ClientGuard<Self>,
@@ -67,58 +67,56 @@ impl Rpc {
             search,
             prefilter,
         };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
         loop {
-            match self.socket.client_recv().friendly() {
+            match self.socket.recv().friendly() {
                 search::SearchPacket::Check { p } => {
                     self.socket
-                        .client_send(search::SearchCheckPacket { result: t.check(p) })
+                        .send(search::SearchCheckPacket { result: t.check(p) })
                         .friendly();
                 }
                 search::SearchPacket::Leave { result } => {
-                    return result.friendly();
+                    return result;
                 }
             }
         }
     }
     pub fn delete(self: &mut ClientGuard<Self>, id: Id, mut t: impl Delete) {
         let packet = RpcPacket::Delete { id };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
         loop {
-            match self.socket.client_recv().friendly() {
+            match self.socket.recv().friendly() {
                 delete::DeletePacket::Test { p } => {
                     self.socket
-                        .client_send(delete::DeleteTestPacket { delete: t.test(p) })
+                        .send(delete::DeleteTestPacket { delete: t.test(p) })
                         .friendly();
                 }
-                delete::DeletePacket::Leave { result } => {
+                delete::DeletePacket::Leave {} => {
-                    return result.friendly();
+                    return;
                 }
             }
         }
     }
     pub fn insert(self: &mut ClientGuard<Self>, id: Id, insert: (DynamicVector, Pointer)) {
         let packet = RpcPacket::Insert { id, insert };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let insert::InsertPacket::Leave { result } = self.socket.client_recv().friendly();
+        let insert::InsertPacket::Leave {} = self.socket.recv().friendly();
-        result.friendly()
     }
     pub fn flush(self: &mut ClientGuard<Self>, id: Id) {
         let packet = RpcPacket::Flush { id };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let flush::FlushPacket::Leave { result } = self.socket.client_recv().friendly();
+        let flush::FlushPacket::Leave {} = self.socket.recv().friendly();
-        result.friendly()
     }
     pub fn destory(self: &mut ClientGuard<Self>, ids: Vec<Id>) {
         let packet = RpcPacket::Destory { ids };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let destory::DestoryPacket::Leave {} = self.socket.client_recv().friendly();
+        let destory::DestoryPacket::Leave {} = self.socket.recv().friendly();
     }
     pub fn stat(self: &mut ClientGuard<Self>, id: Id) -> IndexStat {
         let packet = RpcPacket::Stat { id };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let stat::StatPacket::Leave { result } = self.socket.client_recv().friendly();
+        let stat::StatPacket::Leave { result } = self.socket.recv().friendly();
-        result.friendly()
+        result
     }
     pub fn vbase(
         mut self: ClientGuard<Self>,
@@ -126,9 +124,8 @@ impl Rpc {
         vbase: (DynamicVector, usize),
     ) -> ClientGuard<Vbase> {
         let packet = RpcPacket::Vbase { id, vbase };
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let vbase::VbaseErrorPacket { result } = self.socket.client_recv().friendly();
+        let vbase::VbaseErrorPacket {} = self.socket.recv().friendly();
-        result.friendly();
         ClientGuard::map(self)
     }
 }
@@ -136,11 +133,11 @@ impl Rpc {
 impl ClientLike for Rpc {
     const RESET: bool = true;
 
-    fn from_socket(socket: Socket) -> Self {
+    fn from_socket(socket: ClientSocket) -> Self {
         Self { socket }
     }
 
-    fn to_socket(self) -> Socket {
+    fn to_socket(self) -> ClientSocket {
         self.socket
     }
 }
@@ -154,30 +151,30 @@ pub trait Delete {
 }
 
 pub struct Vbase {
-    socket: Socket,
+    socket: ClientSocket,
 }
 
 impl Vbase {
     pub fn next(self: &mut ClientGuard<Self>) -> Option<Pointer> {
         let packet = vbase::VbasePacket::Next {};
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let vbase::VbaseNextPacket { p } = self.socket.client_recv().friendly();
+        let vbase::VbaseNextPacket { p } = self.socket.recv().friendly();
         p
     }
     pub fn leave(mut self: ClientGuard<Self>) -> ClientGuard<Rpc> {
         let packet = vbase::VbasePacket::Leave {};
-        self.socket.client_send(packet).friendly();
+        self.socket.send(packet).friendly();
-        let vbase::VbaseLeavePacket {} = self.socket.client_recv().friendly();
+        let vbase::VbaseLeavePacket {} = self.socket.recv().friendly();
         ClientGuard::map(self)
     }
 }
 
 impl ClientLike for Vbase {
-    fn from_socket(socket: Socket) -> Self {
+    fn from_socket(socket: ClientSocket) -> Self {
         Self { socket }
     }
 
-    fn to_socket(self) -> Socket {
+    fn to_socket(self) -> ClientSocket {
         self.socket
     }
 }
@@ -185,7 +182,7 @@ impl ClientLike for Vbase {
 enum Status {
     Borrowed,
     Lost,
-    Reset(Socket),
+    Reset(ClientSocket),
 }
 
 static CLIENT: PgRefCell<Status> = unsafe { PgRefCell::new(Status::Lost) };
@@ -224,10 +221,9 @@ impl<T: ClientLike> Drop for ClientGuard<T> {
         let mut x = CLIENT.borrow_mut();
         match *x {
             Status::Borrowed => {
-                if T::RESET {
+                let socket = unsafe { ManuallyDrop::take(&mut self.0).to_socket() };
-                    unsafe {
+                if T::RESET && socket.test() {
-                        *x = Status::Reset(ManuallyDrop::take(&mut self.0).to_socket());
+                    *x = Status::Reset(socket);
-                    }
                 } else {
                     *x = Status::Lost;
                 }

src/ipc/mod.rs

@@ -8,42 +8,43 @@ use service::prelude::*;
 use thiserror::Error;
 
 #[derive(Debug, Clone, Error)]
-#[rustfmt::skip]
 pub enum IpcError {
-    #[error("\
+    #[error("IPC connection is closed unexpected.")]
-pgvecto.rs: IPC connection is closed unexpected.
-ADVICE: The error is raisen by background worker errors. \
-Please check the full Postgresql log to get more information.\
-")]
     Closed,
 }
 
 impl FriendlyErrorLike for IpcError {
-    fn friendly(self) -> ! {
+    fn convert(self) -> FriendlyError {
-        panic!("pgvecto.rs: {}", self);
+        FriendlyError::Ipc
     }
 }
 
 pub fn listen_unix() -> impl Iterator<Item = RpcHandler> {
     std::iter::from_fn(move || {
-        let socket = self::transport::Socket::Unix(self::transport::unix::accept());
+        let socket = self::transport::ServerSocket::Unix(self::transport::unix::accept());
         Some(self::server::RpcHandler::new(socket))
     })
 }
 
 pub fn listen_mmap() -> impl Iterator<Item = RpcHandler> {
     std::iter::from_fn(move || {
-        let socket = self::transport::Socket::Mmap(self::transport::mmap::accept());
+        let socket = self::transport::ServerSocket::Mmap(self::transport::mmap::accept());
         Some(self::server::RpcHandler::new(socket))
     })
 }
 
-pub fn connect_unix() -> self::transport::Socket {
+pub fn connect_unix() -> self::transport::ClientSocket {
-    self::transport::Socket::Unix(self::transport::unix::connect())
+    self::transport::ClientSocket::Unix {
+        ok: true,
+        socket: self::transport::unix::connect(),
+    }
 }
 
-pub fn connect_mmap() -> self::transport::Socket {
+pub fn connect_mmap() -> self::transport::ClientSocket {
-    self::transport::Socket::Mmap(self::transport::mmap::connect())
+    self::transport::ClientSocket::Mmap {
+        ok: true,
+        socket: self::transport::mmap::connect(),
+    }
 }
 
 pub fn init() {

src/ipc/packet/delete.rs

@@ -4,7 +4,7 @@ use service::prelude::*;
 #[derive(Debug, Serialize, Deserialize)]
 pub enum DeletePacket {
     Test { p: Pointer },
-    Leave { result: Result<(), FriendlyError> },
+    Leave {},
 }
 
 #[derive(Debug, Serialize, Deserialize)]

src/ipc/packet/flush.rs

@@ -1,7 +1,6 @@
 use serde::{Deserialize, Serialize};
-use service::prelude::*;
 
 #[derive(Debug, Serialize, Deserialize)]
 pub enum FlushPacket {
-    Leave { result: Result<(), FriendlyError> },
+    Leave {},
 }

src/ipc/packet/insert.rs

@@ -1,7 +1,6 @@
 use serde::{Deserialize, Serialize};
-use service::prelude::*;
 
 #[derive(Debug, Serialize, Deserialize)]
 pub enum InsertPacket {
-    Leave { result: Result<(), FriendlyError> },
+    Leave {},
 }

src/ipc/packet/search.rs

@@ -3,12 +3,8 @@ use service::prelude::*;
 
 #[derive(Debug, Serialize, Deserialize)]
 pub enum SearchPacket {
-    Check {
+    Check { p: Pointer },
-        p: Pointer,
+    Leave { result: Vec<Pointer> },
-    },
-    Leave {
-        result: Result<Vec<Pointer>, FriendlyError>,
-    },
 }
 
 #[derive(Debug, Serialize, Deserialize)]

src/ipc/packet/stat.rs

@@ -1,10 +1,7 @@
 use serde::{Deserialize, Serialize};
 use service::index::IndexStat;
-use service::prelude::*;
 
 #[derive(Debug, Serialize, Deserialize)]
 pub enum StatPacket {
-    Leave {
+    Leave { result: IndexStat },
-        result: Result<IndexStat, FriendlyError>,
-    },
 }

src/ipc/packet/vbase.rs

@@ -2,9 +2,7 @@ use serde::{Deserialize, Serialize};
 use service::prelude::*;
 
 #[derive(Debug, Serialize, Deserialize)]
-pub struct VbaseErrorPacket {
+pub struct VbaseErrorPacket {}
-    pub result: Result<(), FriendlyError>,
-}
 
 #[derive(Debug, Serialize, Deserialize)]
 pub enum VbasePacket {

src/ipc/server/mod.rs

@@ -1,20 +1,20 @@
 use super::packet::*;
-use super::transport::Socket;
+use super::transport::ServerSocket;
 use super::IpcError;
 use service::index::IndexOptions;
 use service::index::IndexStat;
 use service::prelude::*;
 
 pub struct RpcHandler {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl RpcHandler {
-    pub(super) fn new(socket: Socket) -> Self {
+    pub(super) fn new(socket: ServerSocket) -> Self {
         Self { socket }
     }
     pub fn handle(mut self) -> Result<RpcHandle, IpcError> {
-        Ok(match self.socket.server_recv::<RpcPacket>()? {
+        Ok(match self.socket.recv::<RpcPacket>()? {
             RpcPacket::Create { id, options } => RpcHandle::Create {
                 id,
                 options,
@@ -117,151 +117,167 @@ pub enum RpcHandle {
 }
 
 pub struct Create {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Create {
     pub fn leave(mut self) -> Result<RpcHandler, IpcError> {
         let packet = create::CreatePacket::Leave {};
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Insert {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Insert {
-    pub fn leave(mut self, result: Result<(), FriendlyError>) -> Result<RpcHandler, IpcError> {
+    pub fn leave(mut self) -> Result<RpcHandler, IpcError> {
-        let packet = insert::InsertPacket::Leave { result };
+        let packet = insert::InsertPacket::Leave {};
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Delete {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Delete {
     pub fn next(&mut self, p: Pointer) -> Result<bool, IpcError> {
         let packet = delete::DeletePacket::Test { p };
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
-        let delete::DeleteTestPacket { delete } =
+        let delete::DeleteTestPacket { delete } = self.socket.recv::<delete::DeleteTestPacket>()?;
-            self.socket.server_recv::<delete::DeleteTestPacket>()?;
         Ok(delete)
     }
-    pub fn leave(mut self, result: Result<(), FriendlyError>) -> Result<RpcHandler, IpcError> {
+    pub fn leave(mut self) -> Result<RpcHandler, IpcError> {
-        let packet = delete::DeletePacket::Leave { result };
+        let packet = delete::DeletePacket::Leave {};
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Search {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Search {
     pub fn check(&mut self, p: Pointer) -> Result<bool, IpcError> {
         let packet = search::SearchPacket::Check { p };
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         let search::SearchCheckPacket { result } =
-            self.socket.server_recv::<search::SearchCheckPacket>()?;
+            self.socket.recv::<search::SearchCheckPacket>()?;
         Ok(result)
     }
-    pub fn leave(
+    pub fn leave(mut self, result: Vec<Pointer>) -> Result<RpcHandler, IpcError> {
-        mut self,
-        result: Result<Vec<Pointer>, FriendlyError>,
-    ) -> Result<RpcHandler, IpcError> {
         let packet = search::SearchPacket::Leave { result };
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Flush {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Flush {
-    pub fn leave(mut self, result: Result<(), FriendlyError>) -> Result<RpcHandler, IpcError> {
+    pub fn leave(mut self) -> Result<RpcHandler, IpcError> {
-        let packet = flush::FlushPacket::Leave { result };
+        let packet = flush::FlushPacket::Leave {};
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Destory {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Destory {
     pub fn leave(mut self) -> Result<RpcHandler, IpcError> {
         let packet = destory::DestoryPacket::Leave {};
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Stat {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Stat {
-    pub fn leave(
+    pub fn leave(mut self, result: IndexStat) -> Result<RpcHandler, IpcError> {
-        mut self,
-        result: Result<IndexStat, FriendlyError>,
-    ) -> Result<RpcHandler, IpcError> {
         let packet = stat::StatPacket::Leave { result };
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(RpcHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct Vbase {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl Vbase {
-    pub fn error(mut self, result: Result<(), FriendlyError>) -> Result<VbaseHandler, IpcError> {
+    pub fn error(mut self) -> Result<VbaseHandler, IpcError> {
-        self.socket
+        self.socket.ok(vbase::VbaseErrorPacket {})?;
-            .server_send(vbase::VbaseErrorPacket { result })?;
         Ok(VbaseHandler {
             socket: self.socket,
         })
     }
+    pub fn reset(mut self, err: FriendlyError) -> Result<!, IpcError> {
+        self.socket.err(err)
+    }
 }
 
 pub struct VbaseHandler {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl VbaseHandler {
     pub fn handle(mut self) -> Result<VbaseHandle, IpcError> {
-        Ok(match self.socket.server_recv::<vbase::VbasePacket>()? {
+        Ok(match self.socket.recv::<vbase::VbasePacket>()? {
             vbase::VbasePacket::Next {} => VbaseHandle::Next {
                 x: VbaseNext {
                     socket: self.socket,
                 },
             },
             vbase::VbasePacket::Leave {} => {
-                self.socket.server_send(vbase::VbaseLeavePacket {})?;
+                self.socket.ok(vbase::VbaseLeavePacket {})?;
                 VbaseHandle::Leave {
                     x: RpcHandler {
                         socket: self.socket,
@@ -278,13 +294,13 @@ pub enum VbaseHandle {
 }
 
 pub struct VbaseNext {
-    socket: Socket,
+    socket: ServerSocket,
 }
 
 impl VbaseNext {
     pub fn leave(mut self, p: Option<Pointer>) -> Result<VbaseHandler, IpcError> {
         let packet = vbase::VbaseNextPacket { p };
-        self.socket.server_send(packet)?;
+        self.socket.ok(packet)?;
         Ok(VbaseHandler {
             socket: self.socket,
         })

src/ipc/transport/mmap.rs

@@ -3,7 +3,6 @@ use crate::utils::file_socket::FileSocket;
 use crate::utils::os::{futex_wait, futex_wake, memfd_create, mmap_populate};
 use rustix::fd::{AsFd, OwnedFd};
 use rustix::fs::FlockOperation;
-use serde::{Deserialize, Serialize};
 use std::cell::UnsafeCell;
 use std::io::ErrorKind;
 use std::sync::atomic::{AtomicU32, Ordering};
@@ -65,27 +64,25 @@ impl Socket {
             Err(e) => panic!("{:?}", e),
         }
     }
-    pub fn send<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+    pub fn send(&mut self, packet: &[u8]) -> Result<(), IpcError> {
-        let buffer = bincode::serialize(&packet).expect("Failed to serialize");
         unsafe {
             if self.is_server {
-                (*self.addr).server_send(&buffer);
+                (*self.addr).server_send(packet);
             } else {
-                (*self.addr).client_send(&buffer);
+                (*self.addr).client_send(packet);
             }
         }
         Ok(())
     }
-    pub fn recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, IpcError> {
+    pub fn recv(&mut self) -> Result<Vec<u8>, IpcError> {
-        let buffer = unsafe {
+        let packet = unsafe {
             if self.is_server {
                 (*self.addr).server_recv(|| self.test())?
             } else {
                 (*self.addr).client_recv(|| self.test())?
             }
         };
-        let result = bincode::deserialize::<T>(&buffer).expect("Failed to deserialize");
+        Ok(packet)
-        Ok(result)
     }
 }
 

src/ipc/transport/mod.rs

@@ -3,35 +3,76 @@ pub mod unix;
 
 use super::IpcError;
 use serde::{Deserialize, Serialize};
+use service::prelude::FriendlyError;
 
-pub enum Socket {
+pub enum ServerSocket {
     Unix(unix::Socket),
     Mmap(mmap::Socket),
 }
 
-impl Socket {
+pub enum ClientSocket {
-    pub fn client_send<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+    Unix { ok: bool, socket: unix::Socket },
+    Mmap { ok: bool, socket: mmap::Socket },
+}
+
+impl ServerSocket {
+    pub fn ok<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+        let mut buffer = Vec::new();
+        buffer.push(0u8);
+        buffer.extend(bincode::serialize(&packet).expect("Failed to serialize"));
         match self {
-            Socket::Unix(x) => x.send(packet),
+            Self::Unix(x) => x.send(&buffer),
-            Socket::Mmap(x) => x.send(packet),
+            Self::Mmap(x) => x.send(&buffer),
         }
     }
-    pub fn client_recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, IpcError> {
+    pub fn err(&mut self, err: FriendlyError) -> Result<!, IpcError> {
+        let mut buffer = Vec::new();
+        buffer.push(1u8);
+        buffer.extend(bincode::serialize(&err).expect("Failed to serialize"));
         match self {
-            Socket::Unix(x) => x.recv(),
+            Self::Unix(x) => x.send(&buffer)?,
-            Socket::Mmap(x) => x.recv(),
+            Self::Mmap(x) => x.send(&buffer)?,
+        }
+        Err(IpcError::Closed)
+    }
+    pub fn recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, IpcError> {
+        let buffer = match self {
+            Self::Unix(x) => x.recv()?,
+            Self::Mmap(x) => x.recv()?,
+        };
+        Ok(bincode::deserialize(&buffer).expect("Failed to deserialize."))
+    }
+}
+
+impl ClientSocket {
+    pub fn send<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+        let buffer = bincode::serialize(&packet).expect("Failed to serialize");
+        match self {
+            Self::Unix { ok, socket } => socket.send(&buffer).inspect(|_| *ok = false),
+            Self::Mmap { ok, socket } => socket.send(&buffer).inspect(|_| *ok = false),
         }
     }
-    pub fn server_send<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+    pub fn recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, FriendlyError> {
-        match self {
+        let buffer = match self {
-            Socket::Unix(x) => x.send(packet),
+            Self::Unix { ok, socket } => socket
-            Socket::Mmap(x) => x.send(packet),
+                .recv()
+                .inspect(|_| *ok = false)
+                .map_err(|_| FriendlyError::Ipc)?,
+            Self::Mmap { ok, socket } => socket
+                .recv()
+                .inspect(|_| *ok = false)
+                .map_err(|_| FriendlyError::Ipc)?,
+        };
+        match buffer[0] {
+            0u8 => Ok(bincode::deserialize(&buffer[1..]).expect("Failed to deserialize.")),
+            1u8 => Err(bincode::deserialize(&buffer[1..]).expect("Failed to deserialize.")),
+            _ => unreachable!(),
         }
     }
-    pub fn server_recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, IpcError> {
+    pub fn test(&self) -> bool {
         match self {
-            Socket::Unix(x) => x.recv(),
+            ClientSocket::Unix { ok, .. } => *ok,
-            Socket::Mmap(x) => x.recv(),
+            ClientSocket::Mmap { ok, .. } => *ok,
         }
     }
 }

src/ipc/transport/unix.rs

@@ -2,7 +2,6 @@ use super::IpcError;
 use crate::utils::file_socket::FileSocket;
 use byteorder::{ReadBytesExt, WriteBytesExt};
 use rustix::fd::AsFd;
-use serde::{Deserialize, Serialize};
 use std::io::{Read, Write};
 use std::os::unix::net::UnixStream;
 use std::sync::OnceLock;
@@ -40,20 +39,18 @@ macro_rules! resolve_closed {
 }
 
 impl Socket {
-    pub fn send<T: Serialize>(&mut self, packet: T) -> Result<(), IpcError> {
+    pub fn send(&mut self, packet: &[u8]) -> Result<(), IpcError> {
         use byteorder::NativeEndian as N;
-        let buffer = bincode::serialize(&packet).expect("Failed to serialize");
+        let len = u32::try_from(packet.len()).expect("Packet is too large.");
-        let len = u32::try_from(buffer.len()).expect("Packet is too large.");
         resolve_closed!(self.stream.write_u32::<N>(len));
-        resolve_closed!(self.stream.write_all(&buffer));
+        resolve_closed!(self.stream.write_all(packet));
         Ok(())
     }
-    pub fn recv<T: for<'a> Deserialize<'a>>(&mut self) -> Result<T, IpcError> {
+    pub fn recv(&mut self) -> Result<Vec<u8>, IpcError> {
         use byteorder::NativeEndian as N;
         let len = resolve_closed!(self.stream.read_u32::<N>());
-        let mut buffer = vec![0u8; len as usize];
+        let mut packet = vec![0u8; len as usize];
-        resolve_closed!(self.stream.read_exact(&mut buffer));
+        resolve_closed!(self.stream.read_exact(&mut packet));
-        let packet = bincode::deserialize(&buffer).expect("Failed to deserialize.");
         Ok(packet)
     }
 }

src/lib.rs

@@ -4,6 +4,7 @@
 #![feature(offset_of)]
 #![feature(arbitrary_self_types)]
 #![feature(lazy_cell)]
+#![feature(never_type)]
 
 mod bgworker;
 mod datatype;
@@ -33,7 +34,7 @@ unsafe extern "C" fn _PG_init() {
     }
 }
 
-#[cfg(not(any(target_os = "linux", target_os = "macos")))]
+#[cfg(not(any(target_os = "linux", target_os = "macos", target_os = "freebsd")))]
 compile_error!("Target is not supported.");
 
 #[cfg(not(target_endian = "little"))]

src/utils/os.rs

@@ -1,12 +1,11 @@
 use rustix::fd::{AsFd, OwnedFd};
 use rustix::mm::{MapFlags, ProtFlags};
-use std::io::ErrorKind;
 use std::sync::atomic::AtomicU32;
-use std::sync::LazyLock;
 
 #[cfg(target_os = "linux")]
-static SUPPORT_MEMFD: LazyLock<bool> = LazyLock::new(|| {
+static SUPPORT_MEMFD: std::sync::LazyLock<bool> = std::sync::LazyLock::new(|| {
     use rustix::fs::MemfdFlags;
+    use std::io::ErrorKind;
     match rustix::fs::memfd_create(".memfd.VECTORS.SUPPORT", MemfdFlags::empty()) {
         Ok(_) => true,
         Err(e) if e.kind() == ErrorKind::Unsupported => false,
@@ -139,3 +138,64 @@ pub unsafe fn mmap_populate(len: usize, fd: impl AsFd) -> std::io::Result<*mut l
         )?)
     }
 }
+
+#[cfg(target_os = "freebsd")]
+pub unsafe fn futex_wait(futex: &AtomicU32, value: u32) {
+    let ptr: *const AtomicU32 = futex;
+    unsafe {
+        libc::_umtx_op(
+            ptr as *mut libc::c_void,
+            libc::UMTX_OP_WAIT_UINT,
+            value as libc::c_ulong,
+            core::ptr::null_mut(),
+            core::ptr::null_mut(),
+        );
+    };
+}
+
+#[cfg(target_os = "freebsd")]
+pub unsafe fn futex_wake(futex: &AtomicU32) {
+    let ptr: *const AtomicU32 = futex;
+    unsafe {
+        libc::_umtx_op(
+            ptr as *mut libc::c_void,
+            libc::UMTX_OP_WAKE,
+            i32::MAX as libc::c_ulong,
+            core::ptr::null_mut(),
+            core::ptr::null_mut(),
+        );
+    };
+}
+
+#[cfg(target_os = "freebsd")]
+pub fn memfd_create() -> std::io::Result<OwnedFd> {
+    use rustix::fs::Mode;
+    use rustix::fs::OFlags;
+    let name = format!(
+        ".shm.VECTORS.{:x}.{:x}",
+        std::process::id(),
+        rand::random::<u32>()
+    );
+    let fd = rustix::fs::open(
+        &name,
+        OFlags::RDWR | OFlags::CREATE | OFlags::EXCL,
+        Mode::RUSR | Mode::WUSR,
+    )?;
+    rustix::fs::unlink(&name)?;
+    Ok(fd)
+}
+
+#[cfg(target_os = "freebsd")]
+pub unsafe fn mmap_populate(len: usize, fd: impl AsFd) -> std::io::Result<*mut libc::c_void> {
+    use std::ptr::null_mut;
+    unsafe {
+        Ok(rustix::mm::mmap(
+            null_mut(),
+            len,
+            ProtFlags::READ | ProtFlags::WRITE,
+            MapFlags::SHARED,
+            fd,
+            0,
+        )?)
+    }
+}