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Implement Sample data import for Fabric Home (#2101)
* Implement dialog to import sample data * Fix format * Cosmetic fixes * fix: update help link to point to the new documentation URL --------- Co-authored-by: Sevo Kukol <sevoku@microsoft.com>
This commit is contained in:
@@ -1,4 +1,10 @@
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import { Resource, StoredProcedureDefinition, TriggerDefinition, UserDefinedFunctionDefinition } from "@azure/cosmos";
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import {
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JSONObject,
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Resource,
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StoredProcedureDefinition,
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TriggerDefinition,
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UserDefinedFunctionDefinition,
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} from "@azure/cosmos";
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import { useNotebook } from "Explorer/Notebook/useNotebook";
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import { DocumentsTabV2 } from "Explorer/Tabs/DocumentsTabV2/DocumentsTabV2";
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import { isFabricMirrored } from "Platform/Fabric/FabricUtil";
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@@ -1086,6 +1092,56 @@ export default class Collection implements ViewModels.Collection {
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});
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}
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public async bulkInsertDocuments(documents: JSONObject[]): Promise<{
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numSucceeded: number;
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numFailed: number;
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numThrottled: number;
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errors: string[];
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}> {
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const stats = {
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numSucceeded: 0,
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numFailed: 0,
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numThrottled: 0,
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errors: [] as string[],
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};
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const chunkSize = 100; // 100 is the max # of bulk operations the SDK currently accepts
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const chunkedContent = Array.from({ length: Math.ceil(documents.length / chunkSize) }, (_, index) =>
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documents.slice(index * chunkSize, index * chunkSize + chunkSize),
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);
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for (const chunk of chunkedContent) {
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let retryAttempts = 0;
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let chunkComplete = false;
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let documentsToAttempt = chunk;
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while (retryAttempts < 10 && !chunkComplete) {
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const responses = await bulkCreateDocument(this, documentsToAttempt);
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const attemptedDocuments = [...documentsToAttempt];
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documentsToAttempt = [];
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responses.forEach((response, index) => {
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if (response.statusCode === 201) {
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stats.numSucceeded++;
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} else if (response.statusCode === 429) {
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documentsToAttempt.push(attemptedDocuments[index]);
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} else {
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stats.numFailed++;
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stats.errors.push(JSON.stringify(response.resourceBody));
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}
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});
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if (documentsToAttempt.length === 0) {
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chunkComplete = true;
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break;
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}
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logConsoleInfo(
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`${documentsToAttempt.length} document creations were throttled. Waiting ${retryAttempts} seconds and retrying throttled documents`,
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);
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retryAttempts++;
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await sleep(retryAttempts);
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}
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}
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return stats;
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}
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private async _createDocumentsFromFile(fileName: string, documentContent: string): Promise<UploadDetailsRecord> {
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const record: UploadDetailsRecord = {
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fileName: fileName,
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@@ -1098,38 +1154,11 @@ export default class Collection implements ViewModels.Collection {
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try {
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const parsedContent = JSON.parse(documentContent);
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if (Array.isArray(parsedContent)) {
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const chunkSize = 100; // 100 is the max # of bulk operations the SDK currently accepts
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const chunkedContent = Array.from({ length: Math.ceil(parsedContent.length / chunkSize) }, (_, index) =>
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parsedContent.slice(index * chunkSize, index * chunkSize + chunkSize),
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);
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for (const chunk of chunkedContent) {
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let retryAttempts = 0;
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let chunkComplete = false;
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let documentsToAttempt = chunk;
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while (retryAttempts < 10 && !chunkComplete) {
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const responses = await bulkCreateDocument(this, documentsToAttempt);
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const attemptedDocuments = [...documentsToAttempt];
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documentsToAttempt = [];
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responses.forEach((response, index) => {
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if (response.statusCode === 201) {
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record.numSucceeded++;
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} else if (response.statusCode === 429) {
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documentsToAttempt.push(attemptedDocuments[index]);
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} else {
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record.numFailed++;
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}
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});
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if (documentsToAttempt.length === 0) {
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chunkComplete = true;
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break;
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}
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logConsoleInfo(
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`${documentsToAttempt.length} document creations were throttled. Waiting ${retryAttempts} seconds and retrying throttled documents`,
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);
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retryAttempts++;
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await sleep(retryAttempts);
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}
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}
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const { numSucceeded, numFailed, numThrottled, errors } = await this.bulkInsertDocuments(parsedContent);
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record.numSucceeded = numSucceeded;
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record.numFailed = numFailed;
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record.numThrottled = numThrottled;
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record.errors = errors;
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} else {
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await createDocument(this, parsedContent);
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record.numSucceeded++;
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