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add create index to nodejs client (#89)
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@@ -68,7 +68,7 @@ describe('LanceDB client', function () {
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const uri = await createTestDB()
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const con = await lancedb.connect(uri)
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const table = await con.openTable('vectors')
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const results = await table.search([0.1, 0.3]).filter('id == 2').execute()
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const results = await table.search([0.1, 0.1]).filter('id == 2').execute()
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assert.equal(results.length, 1)
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assert.equal(results[0].id, 2)
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})
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@@ -131,6 +131,15 @@ describe('LanceDB client', function () {
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assert.equal(resultsAdd.length, 2)
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})
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})
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describe('when creating a vector index', function () {
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it('overwrite all records in a table', async function () {
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const uri = await createTestDB(32, 300)
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const con = await lancedb.connect(uri)
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const table = await con.openTable('vectors')
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await table.create_index({ type: 'ivf_pq', column: 'vector', num_partitions: 2, max_iters: 2 })
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}).timeout(10_000) // Timeout is high partially because GH macos runner is pretty slow
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})
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})
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describe('Query object', function () {
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@@ -147,14 +156,18 @@ describe('Query object', function () {
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})
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})
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async function createTestDB (): Promise<string> {
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async function createTestDB (numDimensions: number = 2, numRows: number = 2): Promise<string> {
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const dir = await track().mkdir('lancejs')
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const con = await lancedb.connect(dir)
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const data = [
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{ id: 1, vector: [0.1, 0.2], name: 'foo', price: 10, is_active: true },
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{ id: 2, vector: [1.1, 1.2], name: 'bar', price: 50, is_active: false }
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]
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const data = []
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for (let i = 0; i < numRows; i++) {
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const vector = []
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for (let j = 0; j < numDimensions; j++) {
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vector.push(i + (j * 0.1))
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}
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data.push({ id: i + 1, name: `name_${i}`, price: i + 10, is_active: (i % 2 === 0), vector })
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}
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await con.createTable('vectors', data)
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return dir
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