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Vector search for NoSQL accounts (#1843)

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* Add container vector policy and indexing policy support

* Add vector search capability

* hide vector settings for shared throughput DB

* update package-lock

* fix pipeline

* remove comments

* Address comments

* Address comments
This commit is contained in:
sunghyunkang1111
2024-05-20 13:30:30 -05:00
committed by GitHub
parent 4da3363cf7
commit ceeead8458
24 changed files with 297 additions and 36 deletions
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2
src/Common/dataAccess/__snapshots__/queryDocuments.test.ts.snap
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@@ -2,6 +2,7 @@
exports[`getCommonQueryOptions builds the correct default options objects 1`] = `
Object {
"disableNonStreamingOrderByQuery": true,
"enableScanInQuery": true,
"forceQueryPlan": true,
"maxDegreeOfParallelism": 0,
@@ -12,6 +13,7 @@ Object {
exports[`getCommonQueryOptions reads from localStorage 1`] = `
Object {
"disableNonStreamingOrderByQuery": true,
"enableScanInQuery": true,
"forceQueryPlan": true,
"maxDegreeOfParallelism": 17,

5
src/Common/dataAccess/createCollection.ts
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@@ -6,13 +6,13 @@ import { Action, ActionModifiers } from "../../Shared/Telemetry/TelemetryConstan
import * as TelemetryProcessor from "../../Shared/Telemetry/TelemetryProcessor";
import { userContext } from "../../UserContext";
import { getCollectionName } from "../../Utils/APITypeUtils";
import { logConsoleInfo, logConsoleProgress } from "../../Utils/NotificationConsoleUtils";
import { createUpdateCassandraTable } from "../../Utils/arm/generatedClients/cosmos/cassandraResources";
import { createUpdateGremlinGraph } from "../../Utils/arm/generatedClients/cosmos/gremlinResources";
import { createUpdateMongoDBCollection } from "../../Utils/arm/generatedClients/cosmos/mongoDBResources";
import { createUpdateSqlContainer } from "../../Utils/arm/generatedClients/cosmos/sqlResources";
import { createUpdateTable } from "../../Utils/arm/generatedClients/cosmos/tableResources";
import * as ARMTypes from "../../Utils/arm/generatedClients/cosmos/types";
import { logConsoleInfo, logConsoleProgress } from "../../Utils/NotificationConsoleUtils";
import { client } from "../CosmosClient";
import { handleError } from "../ErrorHandlingUtils";
import { createMongoCollectionWithProxy } from "../MongoProxyClient";
@@ -96,6 +96,9 @@ const createSqlContainer = async (params: DataModels.CreateCollectionParams): Pr
if (params.uniqueKeyPolicy) {
resource.uniqueKeyPolicy = params.uniqueKeyPolicy;
}
if (params.vectorEmbeddingPolicy) {
resource.vectorEmbeddingPolicy = params.vectorEmbeddingPolicy;
}
const rpPayload: ARMTypes.SqlDatabaseCreateUpdateParameters = {
properties: {

2
src/Common/dataAccess/queryDocuments.ts
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@@ -1,4 +1,5 @@
import { FeedOptions, ItemDefinition, QueryIterator, Resource } from "@azure/cosmos";
import { isVectorSearchEnabled } from "Utils/CapabilityUtils";
import { LocalStorageUtility, StorageKey } from "../../Shared/StorageUtility";
import { Queries } from "../Constants";
import { client } from "../CosmosClient";
@@ -26,5 +27,6 @@ export const getCommonQueryOptions = (options: FeedOptions): FeedOptions => {
(storedItemPerPageSetting !== undefined && storedItemPerPageSetting) ||
Queries.itemsPerPage;
options.maxDegreeOfParallelism = LocalStorageUtility.getEntryNumber(StorageKey.MaxDegreeOfParellism);
options.disableNonStreamingOrderByQuery = !isVectorSearchEnabled();
return options;
};