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changes for ncruces go
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parent
374bfe3892
commit
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7 changed files with 200 additions and 13 deletions
2
examples/simple-go-ncruces/.gitignore
vendored
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2
examples/simple-go-ncruces/.gitignore
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@ -0,0 +1,2 @@
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demo
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*.wasm
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6
examples/simple-go-ncruces/Makefile
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6
examples/simple-go-ncruces/Makefile
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@ -0,0 +1,6 @@
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demo: demo.go
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go build -o $@ $<
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sqlite3.vec.wasm:
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exit 1
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114
examples/simple-go-ncruces/demo.go
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114
examples/simple-go-ncruces/demo.go
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@ -0,0 +1,114 @@
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package main
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import (
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"bytes"
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_ "embed"
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"encoding/binary"
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"fmt"
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"log"
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"github.com/ncruces/go-sqlite3"
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)
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func serializeFloat32(vector []float32) ([]byte, error) {
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buf := new(bytes.Buffer)
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err := binary.Write(buf, binary.LittleEndian, vector)
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if err != nil {
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return nil, err
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}
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return buf.Bytes(), nil
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}
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const memory = ":memory:"
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//go:embed sqlite3.vec.wasm
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var sqliteWithVecWasm []byte
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func main() {
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sqlite3.Binary = sqliteWithVecWasm
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db, err := sqlite3.Open(memory)
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if err != nil {
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log.Fatal(err)
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}
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stmt, _, err := db.Prepare(`SELECT sqlite_version(), vec_version()`)
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if err != nil {
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log.Fatal(err)
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}
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err = db.Exec("CREATE VIRTUAL TABLE vec_items USING vec0(embedding float[4])")
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if err != nil {
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log.Fatal(err)
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}
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items := map[int][]float32{
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1: {0.1, 0.1, 0.1, 0.1},
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2: {0.2, 0.2, 0.2, 0.2},
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3: {0.3, 0.3, 0.3, 0.3},
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4: {0.4, 0.4, 0.4, 0.4},
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5: {0.5, 0.5, 0.5, 0.5},
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}
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q := []float32{0.3, 0.3, 0.3, 0.3}
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stmt, _, err = db.Prepare("INSERT INTO vec_items(rowid, embedding) VALUES (?, ?)")
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if err != nil {
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log.Fatal(err)
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}
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for id, values := range items {
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v, err := serializeFloat32(values)
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if err != nil {
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log.Fatal(err)
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}
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stmt.BindInt(1, id)
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stmt.BindBlob(2, v)
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err = stmt.Exec()
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if err != nil {
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log.Fatal(err)
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}
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stmt.Reset()
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}
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stmt.Close()
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stmt, _, err = db.Prepare(`
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SELECT
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rowid,
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distance
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FROM vec_items
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WHERE embedding MATCH ?
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ORDER BY distance
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LIMIT 3
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`);
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if err != nil {
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log.Fatal(err)
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}
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query, err := serializeFloat32(q)
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if err != nil {
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log.Fatal(err)
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}
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stmt.BindBlob(1, query)
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for stmt.Step() {
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rowid := stmt.ColumnInt64(0)
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distance := stmt.ColumnFloat(1)
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fmt.Printf("rowid=%d, distance=%f\n", rowid, distance)
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}
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if err := stmt.Err(); err != nil {
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log.Fatal(err)
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}
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err = stmt.Close()
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if err != nil {
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log.Fatal(err)
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}
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err = db.Close()
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if err != nil {
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log.Fatal(err)
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}
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}
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13
examples/simple-go-ncruces/go.mod
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13
examples/simple-go-ncruces/go.mod
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module asg017.com/ex1
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go 1.22.5
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require github.com/ncruces/go-sqlite3 v0.17.1
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require (
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github.com/ncruces/julianday v1.0.0 // indirect
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github.com/tetratelabs/wazero v1.7.3 // indirect
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golang.org/x/sys v0.22.0 // indirect
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)
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//replace github.com/ncruces/go-sqlite3 => ../go-sqlite3
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10
examples/simple-go-ncruces/go.sum
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10
examples/simple-go-ncruces/go.sum
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@ -0,0 +1,10 @@
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github.com/ncruces/go-sqlite3 v0.17.1 h1:VxTjDpCn87FaFlKMaAYC1jP7ND0d4UNj+6G4IQDHbgI=
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github.com/ncruces/go-sqlite3 v0.17.1/go.mod h1:FnCyui8SlDoL0mQZ5dTouNo7s7jXS0kJv9lBt1GlM9w=
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github.com/ncruces/julianday v1.0.0 h1:fH0OKwa7NWvniGQtxdJRxAgkBMolni2BjDHaWTxqt7M=
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github.com/ncruces/julianday v1.0.0/go.mod h1:Dusn2KvZrrovOMJuOt0TNXL6tB7U2E8kvza5fFc9G7g=
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github.com/tetratelabs/wazero v1.7.3 h1:PBH5KVahrt3S2AHgEjKu4u+LlDbbk+nsGE3KLucy6Rw=
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github.com/tetratelabs/wazero v1.7.3/go.mod h1:ytl6Zuh20R/eROuyDaGPkp82O9C/DJfXAwJfQ3X6/7Y=
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golang.org/x/sys v0.22.0 h1:RI27ohtqKCnwULzJLqkv897zojh5/DwS/ENaMzUOaWI=
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golang.org/x/sys v0.22.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
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golang.org/x/text v0.16.0 h1:a94ExnEXNtEwYLGJSIUxnWoxoRz/ZcCsV63ROupILh4=
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golang.org/x/text v0.16.0/go.mod h1:GhwF1Be+LQoKShO3cGOHzqOgRrGaYc9AvblQOmPVHnI=
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