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feat: add support for filter during merge insert when matched (#948)
Closes #940
This commit is contained in:
@@ -525,8 +525,19 @@ export interface MergeInsertArgs {
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* If there are multiple matches then the behavior is undefined.
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* Currently this causes multiple copies of the row to be created
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* but that behavior is subject to change.
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*
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* Optionally, a filter can be specified. This should be an SQL
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* filter where fields with the prefix "target." refer to fields
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* in the target table (old data) and fields with the prefix
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* "source." refer to fields in the source table (new data). For
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* example, the filter "target.lastUpdated < source.lastUpdated" will
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* only update matched rows when the incoming `lastUpdated` value is
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* newer.
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*
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* Rows that do not match the filter will not be updated. Rows that
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* do not match the filter do become "not matched" rows.
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*/
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whenMatchedUpdateAll?: boolean
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whenMatchedUpdateAll?: string | boolean
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/**
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* If true then rows that exist only in the source table (new data)
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* will be inserted into the target table.
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@@ -885,7 +896,14 @@ export class LocalTable<T = number[]> implements Table<T> {
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}
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async mergeInsert (on: string, data: Array<Record<string, unknown>> | ArrowTable, args: MergeInsertArgs): Promise<void> {
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const whenMatchedUpdateAll = args.whenMatchedUpdateAll ?? false
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let whenMatchedUpdateAll = false
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let whenMatchedUpdateAllFilt = null
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if (args.whenMatchedUpdateAll !== undefined && args.whenMatchedUpdateAll !== null) {
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whenMatchedUpdateAll = true
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if (args.whenMatchedUpdateAll !== true) {
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whenMatchedUpdateAllFilt = args.whenMatchedUpdateAll
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}
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}
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const whenNotMatchedInsertAll = args.whenNotMatchedInsertAll ?? false
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let whenNotMatchedBySourceDelete = false
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let whenNotMatchedBySourceDeleteFilt = null
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@@ -909,6 +927,7 @@ export class LocalTable<T = number[]> implements Table<T> {
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this._tbl,
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on,
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whenMatchedUpdateAll,
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whenMatchedUpdateAllFilt,
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whenNotMatchedInsertAll,
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whenNotMatchedBySourceDelete,
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whenNotMatchedBySourceDeleteFilt,
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@@ -286,8 +286,11 @@ export class RemoteTable<T = number[]> implements Table<T> {
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const queryParams: any = {
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on
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}
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if (args.whenMatchedUpdateAll ?? false) {
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if (args.whenMatchedUpdateAll !== false && args.whenMatchedUpdateAll !== null && args.whenMatchedUpdateAll !== undefined) {
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queryParams.when_matched_update_all = 'true'
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if (typeof args.whenMatchedUpdateAll === 'string') {
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queryParams.when_matched_update_all_filt = args.whenMatchedUpdateAll
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}
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} else {
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queryParams.when_matched_update_all = 'false'
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}
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@@ -540,26 +540,36 @@ describe('LanceDB client', function () {
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const data = [{ id: 1, age: 1 }, { id: 2, age: 1 }]
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const table = await con.createTable('my_table', data)
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// insert if not exists
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let newData = [{ id: 2, age: 2 }, { id: 3, age: 2 }]
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await table.mergeInsert('id', newData, {
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whenNotMatchedInsertAll: true
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})
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assert.equal(await table.countRows(), 3)
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assert.equal((await table.filter('age = 2').execute()).length, 1)
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assert.equal(await table.countRows('age = 2'), 1)
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newData = [{ id: 3, age: 3 }, { id: 4, age: 3 }]
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// conditional update
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newData = [{ id: 2, age: 3 }, { id: 3, age: 3 }]
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await table.mergeInsert('id', newData, {
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whenMatchedUpdateAll: 'target.age = 1'
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})
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assert.equal(await table.countRows(), 3)
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assert.equal(await table.countRows('age = 1'), 1)
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assert.equal(await table.countRows('age = 3'), 1)
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newData = [{ id: 3, age: 4 }, { id: 4, age: 4 }]
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await table.mergeInsert('id', newData, {
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whenNotMatchedInsertAll: true,
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whenMatchedUpdateAll: true
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})
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assert.equal(await table.countRows(), 4)
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assert.equal((await table.filter('age = 3').execute()).length, 2)
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assert.equal((await table.filter('age = 4').execute()).length, 2)
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newData = [{ id: 5, age: 4 }]
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newData = [{ id: 5, age: 5 }]
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await table.mergeInsert('id', newData, {
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whenNotMatchedInsertAll: true,
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whenMatchedUpdateAll: true,
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whenNotMatchedBySourceDelete: 'age < 3'
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whenNotMatchedBySourceDelete: 'age < 4'
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})
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assert.equal(await table.countRows(), 3)
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