@tensorflow/tfjs-node
Version:
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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JavaScript
/**
* @license
* Copyright 2018 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 path = require('path');
const util = require('util');
const copy = util.promisify(fs.copyFile);
const os = require('os');
const rename = util.promisify(fs.rename);
const symlink = util.promisify(fs.symlink);
const mkdir = util.promisify(fs.mkdir);
const {
depsLibTensorFlowFrameworkPath,
depsLibTensorFlowPath,
destLibTensorFlowFrameworkName,
destLibTensorFlowName
} = require('./deps-constants.js');
const action = process.argv[2];
let targetDir = process.argv[3];
// This file is Windows only - the libraries must be placed in the correct
// directory to work.
if (os.platform() !== 'win32') {
throw new Error('Dep staging is only supported on Windows');
}
// Some windows machines contain a trailing " char:
if (targetDir != undefined && targetDir.endsWith('"')) {
targetDir = targetDir.slice(0, -1);
}
// Setup dest binary paths:
const destLibTensorFlowPath = path.join(targetDir, destLibTensorFlowName);
const destLibTensorFlowFrameworkPath =
path.join(targetDir, destLibTensorFlowFrameworkName);
/**
* Symlinks the extracted libtensorflow library to the destination path. If the
* symlink fails, a copy is made.
*/
async function symlinkDepsLib() {
if (destLibTensorFlowPath === undefined) {
throw new Error('Destination path not supplied!');
}
try {
await mkdir(path.dirname(destLibTensorFlowPath), {recursive: true});
await symlink(
path.relative(
path.dirname(destLibTensorFlowPath), depsLibTensorFlowPath),
destLibTensorFlowPath);
} catch (e) {
console.error(` * Symlink of ${
destLibTensorFlowPath} failed, creating a copy on disk.`);
await copy(depsLibTensorFlowPath, destLibTensorFlowPath);
}
}
/**
* Moves the deps library path to the destination path.
*/
async function moveDepsLib() {
await rename(depsLibTensorFlowPath, destLibTensorFlowPath);
if (os.platform() !== 'win32') {
await rename(
depsLibTensorFlowFrameworkPath, destLibTensorFlowFrameworkPath);
}
}
/**
* Symlink or move libtensorflow for building the binding.
*/
async function run(action) {
if (action.endsWith('symlink')) {
// Symlink will happen during `node-gyp rebuild`
await symlinkDepsLib();
} else if (action.endsWith('move')) {
// Move action is used when installing this module as a package.
await moveDepsLib();
} else {
throw new Error('Invalid action: ' + action);
}
}
run(action);