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@tensorflow/tfjs-node

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This repository provides native TensorFlow execution in backend JavaScript applications under the Node.js runtime, accelerated by the TensorFlow C binary under the hood. It provides the same API as [TensorFlow.js](https://js.tensorflow.org/api/latest/).

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/** * @license * Copyright 2019 Google LLC. All Rights Reserved. * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * ============================================================================= */ const fs = require('fs'); const http = require('http'); const https = require('https'); const HttpsProxyAgent = require('https-proxy-agent'); const path = require('os').platform() === 'win32' ? require('path') : require('path').win32; const ProgressBar = require('progress'); const tar = require('tar'); const url = require('url'); const util = require('util'); const zip = require('adm-zip'); const unlink = util.promisify(fs.unlink); /** * Downloads and unpacks a given tarball or zip file at a given path. * @param {string} uri The path of the compressed file to download and extract. * @param {string} destPath The destination path for the compressed content. * @param {Function} callback Handler for when downloading and extraction is * complete. */ async function downloadAndUnpackResource(uri, destPath, callback) { const httpClient = uri.startsWith('https') ? https : http; // If HTTPS_PROXY, https_proxy, HTTP_PROXY, or http_proxy is set const proxy = process.env['HTTPS_PROXY'] || process.env['https_proxy'] || process.env['HTTP_PROXY'] || process.env['http_proxy'] || ''; // Using object destructuring to construct the options object for the // http request. the '...url.parse(targetUri)' part fills in the host, // path, protocol, etc from the targetUri and then we set the agent to the // default agent which is overridden a few lines down if there is a proxy const options = {...url.parse(uri), agent: httpClient.globalAgent}; if (proxy !== '') { options.agent = new HttpsProxyAgent(proxy); } const request = httpClient.get(options, response => { const bar = new ProgressBar('[:bar] :rate/bps :percent :etas', { complete: '=', incomplete: ' ', width: 30, total: parseInt(response.headers['content-length'], 10) }); if (uri.endsWith('.zip')) { // Save zip file to disk, extract, and delete the downloaded zip file. const tempFileName = path.join(__dirname, '_tmp.zip'); const outputFile = fs.createWriteStream(tempFileName); response.on('data', chunk => bar.tick(chunk.length)) .pipe(outputFile) .on('close', async () => { const zipFile = new zip(tempFileName); zipFile.extractAllTo(destPath, true /* overwrite */); await unlink(tempFileName); if (callback !== undefined) { callback(); } }); } else if (uri.endsWith('.tar.gz')) { response.on('data', chunk => bar.tick(chunk.length)) .pipe(tar.x({C: destPath, strict: true})) .on('close', () => { if (callback !== undefined) { callback(); } }); } else { throw new Error(`Unsupported packed resource: ${uri}`); } }); request.end(); } module.exports = {downloadAndUnpackResource};