125 lines
No EOL
5.5 KiB
JavaScript
125 lines
No EOL
5.5 KiB
JavaScript
// File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
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import { APIResource } from "../../../resource.mjs";
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import { isRequestOptions } from "../../../core.mjs";
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import { sleep } from "../../../core.mjs";
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import { allSettledWithThrow } from "../../../lib/Util.mjs";
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import { VectorStoreFilesPage } from "./files.mjs";
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export class FileBatches extends APIResource {
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/**
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* Create a vector store file batch.
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*/
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create(vectorStoreId, body, options) {
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return this._client.post(`/vector_stores/${vectorStoreId}/file_batches`, {
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body,
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...options,
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headers: { 'OpenAI-Beta': 'assistants=v2', ...options?.headers },
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});
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}
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/**
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* Retrieves a vector store file batch.
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*/
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retrieve(vectorStoreId, batchId, options) {
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return this._client.get(`/vector_stores/${vectorStoreId}/file_batches/${batchId}`, {
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...options,
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headers: { 'OpenAI-Beta': 'assistants=v2', ...options?.headers },
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});
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}
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/**
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* Cancel a vector store file batch. This attempts to cancel the processing of
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* files in this batch as soon as possible.
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*/
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cancel(vectorStoreId, batchId, options) {
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return this._client.post(`/vector_stores/${vectorStoreId}/file_batches/${batchId}/cancel`, {
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...options,
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headers: { 'OpenAI-Beta': 'assistants=v2', ...options?.headers },
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});
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}
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/**
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* Create a vector store batch and poll until all files have been processed.
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*/
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async createAndPoll(vectorStoreId, body, options) {
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const batch = await this.create(vectorStoreId, body);
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return await this.poll(vectorStoreId, batch.id, options);
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}
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listFiles(vectorStoreId, batchId, query = {}, options) {
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if (isRequestOptions(query)) {
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return this.listFiles(vectorStoreId, batchId, {}, query);
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}
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return this._client.getAPIList(`/vector_stores/${vectorStoreId}/file_batches/${batchId}/files`, VectorStoreFilesPage, { query, ...options, headers: { 'OpenAI-Beta': 'assistants=v2', ...options?.headers } });
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}
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/**
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* Wait for the given file batch to be processed.
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*
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* Note: this will return even if one of the files failed to process, you need to
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* check batch.file_counts.failed_count to handle this case.
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*/
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async poll(vectorStoreId, batchId, options) {
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const headers = { ...options?.headers, 'X-Stainless-Poll-Helper': 'true' };
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if (options?.pollIntervalMs) {
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headers['X-Stainless-Custom-Poll-Interval'] = options.pollIntervalMs.toString();
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}
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while (true) {
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const { data: batch, response } = await this.retrieve(vectorStoreId, batchId, {
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...options,
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headers,
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}).withResponse();
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switch (batch.status) {
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case 'in_progress':
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let sleepInterval = 5000;
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if (options?.pollIntervalMs) {
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sleepInterval = options.pollIntervalMs;
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}
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else {
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const headerInterval = response.headers.get('openai-poll-after-ms');
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if (headerInterval) {
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const headerIntervalMs = parseInt(headerInterval);
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if (!isNaN(headerIntervalMs)) {
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sleepInterval = headerIntervalMs;
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}
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}
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}
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await sleep(sleepInterval);
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break;
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case 'failed':
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case 'cancelled':
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case 'completed':
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return batch;
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}
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}
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}
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/**
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* Uploads the given files concurrently and then creates a vector store file batch.
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*
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* The concurrency limit is configurable using the `maxConcurrency` parameter.
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*/
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async uploadAndPoll(vectorStoreId, { files, fileIds = [] }, options) {
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if (files == null || files.length == 0) {
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throw new Error(`No \`files\` provided to process. If you've already uploaded files you should use \`.createAndPoll()\` instead`);
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}
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const configuredConcurrency = options?.maxConcurrency ?? 5;
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// We cap the number of workers at the number of files (so we don't start any unnecessary workers)
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const concurrencyLimit = Math.min(configuredConcurrency, files.length);
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const client = this._client;
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const fileIterator = files.values();
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const allFileIds = [...fileIds];
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// This code is based on this design. The libraries don't accommodate our environment limits.
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// https://stackoverflow.com/questions/40639432/what-is-the-best-way-to-limit-concurrency-when-using-es6s-promise-all
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async function processFiles(iterator) {
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for (let item of iterator) {
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const fileObj = await client.files.create({ file: item, purpose: 'assistants' }, options);
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allFileIds.push(fileObj.id);
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}
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}
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// Start workers to process results
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const workers = Array(concurrencyLimit).fill(fileIterator).map(processFiles);
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// Wait for all processing to complete.
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await allSettledWithThrow(workers);
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return await this.createAndPoll(vectorStoreId, {
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file_ids: allFileIds,
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});
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}
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}
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(function (FileBatches) {
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})(FileBatches || (FileBatches = {}));
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export { VectorStoreFilesPage };
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//# sourceMappingURL=file-batches.mjs.map
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