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feat: LocalTable for vectordb now supports filters without vector search (#693)
Note this currently the filter/where is only implemented for LocalTable so that it requires an explicit cast to "enable" (see new unit test). The alternative is to add it to the Table interface, but since it's not available on RemoteTable this may cause some user experience issues.
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@@ -78,12 +78,31 @@ describe('LanceDB client', function () {
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})
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it('limits # of results', async function () {
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const uri = await createTestDB()
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const uri = await createTestDB(2, 100)
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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]).limit(1).execute()
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let results = await table.search([0.1, 0.3]).limit(1).execute()
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assert.equal(results.length, 1)
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assert.equal(results[0].id, 1)
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// there is a default limit if unspecified
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results = await table.search([0.1, 0.3]).execute()
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assert.equal(results.length, 10)
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})
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it('uses a filter / where clause without vector search', async function () {
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// eslint-disable-next-line @typescript-eslint/explicit-function-return-type
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const assertResults = (results: Array<Record<string, unknown>>) => {
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assert.equal(results.length, 50)
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}
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const uri = await createTestDB(2, 100)
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const con = await lancedb.connect(uri)
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const table = (await con.openTable('vectors')) as LocalTable
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let results = await table.filter('id % 2 = 0').execute()
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assertResults(results)
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results = await table.where('id % 2 = 0').execute()
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assertResults(results)
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})
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it('uses a filter / where clause', async function () {
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