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added projection api for nodejs (#140)
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@@ -233,7 +233,7 @@ export class Query<T = number[]> {
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private _limit: number
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private _refineFactor?: number
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private _nprobes: number
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private readonly _columns?: string[]
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private _select?: string[]
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private _filter?: string
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private _metricType?: MetricType
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private readonly _embeddings?: EmbeddingFunction<T>
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@@ -244,7 +244,7 @@ export class Query<T = number[]> {
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this._limit = 10
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this._nprobes = 20
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this._refineFactor = undefined
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this._columns = undefined
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this._select = undefined
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this._filter = undefined
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this._metricType = undefined
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this._embeddings = embeddings
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@@ -286,6 +286,15 @@ export class Query<T = number[]> {
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return this
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}
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/** Return only the specified columns.
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*
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* @param value Only select the specified columns. If not specified, all columns will be returned.
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*/
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select (value: string[]): Query<T> {
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this._select = value
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return this
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}
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/**
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* The MetricType used for this Query.
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* @param value The metric to the. @see MetricType for the different options
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@@ -72,6 +72,22 @@ describe('LanceDB client', function () {
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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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it('select only a subset of columns', async 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, 0.1]).select(['is_active']).execute()
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assert.equal(results.length, 2)
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// vector and score are always returned
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assert.isDefined(results[0].vector)
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assert.isDefined(results[0].score)
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assert.isDefined(results[0].is_active)
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assert.isUndefined(results[0].id)
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assert.isUndefined(results[0].name)
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assert.isUndefined(results[0].price)
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})
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})
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describe('when creating a new dataset', function () {
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@@ -181,11 +197,13 @@ describe('Query object', function () {
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.limit(1)
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.metricType(MetricType.Cosine)
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.refineFactor(100)
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.select(['a', 'b'])
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.nprobes(20) as Record<string, any>
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assert.equal(query._limit, 1)
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assert.equal(query._metricType, MetricType.Cosine)
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assert.equal(query._refineFactor, 100)
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assert.equal(query._nprobes, 20)
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assert.deepEqual(query._select, ['a', 'b'])
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})
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})
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