@tensorflow/tfjs-core/dist/io/browser_files_test.js

Hardware-accelerated JavaScript library for machine intelligence

/**
 * @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.
 * =============================================================================
 */
/**
 * Unit tests for file-related IOHandlers.
 */
import * as tf from '../index';
import { BROWSER_ENVS, describeWithFlags } from '../jasmine_util';
import { browserDownloads, BrowserDownloads, browserDownloadsRouter } from './browser_files';
import { CompositeArrayBuffer } from './composite_array_buffer';
const modelTopology1 = {
    'class_name': 'Sequential',
    'keras_version': '2.1.4',
    'config': [{
            'class_name': 'Dense',
            'config': {
                'kernel_initializer': {
                    'class_name': 'VarianceScaling',
                    'config': {
                        'distribution': 'uniform',
                        'scale': 1.0,
                        'seed': null,
                        'mode': 'fan_avg'
                    }
                },
                'name': 'dense',
                'kernel_constraint': null,
                'bias_regularizer': null,
                'bias_constraint': null,
                'dtype': 'float32',
                'activation': 'linear',
                'trainable': true,
                'kernel_regularizer': null,
                'bias_initializer': { 'class_name': 'Zeros', 'config': {} },
                'units': 1,
                'batch_input_shape': [null, 3],
                'use_bias': true,
                'activity_regularizer': null
            }
        }],
    'backend': 'tensorflow'
};
const weightSpecs1 = [
    {
        name: 'dense/kernel',
        shape: [3, 1],
        dtype: 'float32',
    },
    {
        name: 'dense/bias',
        shape: [1],
        dtype: 'float32',
    }
];
const weightData1 = new ArrayBuffer(16);
const trainingConfig1 = {
    loss: 'categorical_crossentropy',
    metrics: ['accuracy'],
    optimizer_config: { class_name: 'SGD', config: { learningRate: 0.1 } }
};
const artifacts1 = {
    modelTopology: modelTopology1,
    weightSpecs: weightSpecs1,
    weightData: weightData1,
    format: 'layers-model',
    generatedBy: 'TensorFlow.js v0.0.0',
    convertedBy: null,
    modelInitializer: {},
    trainingConfig: trainingConfig1,
};
describeWithFlags('browserDownloads', BROWSER_ENVS, () => {
    class FakeHTMLAnchorElement {
        constructor() {
            this.clicked = 0;
        }
        dispatchEvent() {
            this.clicked++;
        }
    }
    let fakeAnchors = [];
    let fakeAnchorCount = 0;
    beforeEach(() => {
        fakeAnchorCount = 0;
        fakeAnchors = [new FakeHTMLAnchorElement(), new FakeHTMLAnchorElement()];
        spyOn(document, 'createElement').and.callFake((tag) => {
            return fakeAnchors[fakeAnchorCount++];
        });
    });
    it('Explicit file name prefix, with existing anchors', async () => {
        const testStartDate = new Date();
        const downloadTrigger = tf.io.getSaveHandlers('downloads://test-model')[0];
        const saveResult = await downloadTrigger.save(artifacts1);
        expect(saveResult.errors).toEqual(undefined);
        const artifactsInfo = saveResult.modelArtifactsInfo;
        expect(artifactsInfo.dateSaved.getTime())
            .toBeGreaterThanOrEqual(testStartDate.getTime());
        expect(saveResult.modelArtifactsInfo.modelTopologyBytes)
            .toEqual(JSON.stringify(modelTopology1).length);
        expect(saveResult.modelArtifactsInfo.weightSpecsBytes)
            .toEqual(JSON.stringify(weightSpecs1).length);
        expect(saveResult.modelArtifactsInfo.weightDataBytes).toEqual(16);
        const jsonAnchor = fakeAnchors[0];
        const weightDataAnchor = fakeAnchors[1];
        expect(jsonAnchor.download).toEqual('test-model.json');
        expect(weightDataAnchor.download).toEqual('test-model.weights.bin');
        // Verify the content of the JSON file.
        const jsonContent = await fetch(jsonAnchor.href);
        const modelJSON = JSON.parse(await jsonContent.text());
        expect(modelJSON.modelTopology).toEqual(modelTopology1);
        expect(modelJSON.format).toEqual('layers-model');
        expect(modelJSON.generatedBy).toEqual('TensorFlow.js v0.0.0');
        expect(modelJSON.convertedBy).toEqual(null);
        expect(modelJSON.modelInitializer).toEqual({});
        expect(modelJSON.trainingConfig).toEqual(trainingConfig1);
        const weightsManifest = modelJSON.weightsManifest;
        expect(weightsManifest.length).toEqual(1);
        expect(weightsManifest[0].paths).toEqual(['./test-model.weights.bin']);
        expect(weightsManifest[0].weights).toEqual(weightSpecs1);
        // Verify the content of the binary weights file.
        const response = await fetch(weightDataAnchor.href);
        const buffer = await response.arrayBuffer();
        expect(buffer).toEqual(weightData1);
        // Verify that the downloads are triggered through clicks.
        expect(jsonAnchor.clicked).toEqual(1);
        expect(weightDataAnchor.clicked).toEqual(1);
    });
    it('URL scheme in explicit name gets stripped', async () => {
        const testStartDate = new Date();
        const downloadTrigger = browserDownloads('downloads://test-model');
        const saveResult = await downloadTrigger.save(artifacts1);
        expect(saveResult.errors).toEqual(undefined);
        const artifactsInfo = saveResult.modelArtifactsInfo;
        expect(artifactsInfo.dateSaved.getTime())
            .toBeGreaterThanOrEqual(testStartDate.getTime());
        expect(saveResult.modelArtifactsInfo.modelTopologyBytes)
            .toEqual(JSON.stringify(modelTopology1).length);
        expect(saveResult.modelArtifactsInfo.weightSpecsBytes)
            .toEqual(JSON.stringify(weightSpecs1).length);
        expect(saveResult.modelArtifactsInfo.weightDataBytes).toEqual(16);
        const jsonAnchor = fakeAnchors[0];
        const weightDataAnchor = fakeAnchors[1];
        expect(jsonAnchor.download).toEqual('test-model.json');
        expect(weightDataAnchor.download).toEqual('test-model.weights.bin');
        // Verify the content of the JSON file.
        const jsonContent = await fetch(jsonAnchor.href);
        const modelTopologyAndWeightsManifest = JSON.parse(await jsonContent.text());
        expect(modelTopologyAndWeightsManifest.modelTopology)
            .toEqual(modelTopology1);
        const weightsManifest = modelTopologyAndWeightsManifest.weightsManifest;
        expect(weightsManifest.length).toEqual(1);
        expect(weightsManifest[0].paths).toEqual(['./test-model.weights.bin']);
        expect(weightsManifest[0].weights).toEqual(weightSpecs1);
        // Verify the content of the binary weights file.
        const response = await fetch(weightDataAnchor.href);
        const buffer = await response.arrayBuffer();
        expect(buffer).toEqual(weightData1);
        // Verify that the downloads are triggered through clicks.
        expect(jsonAnchor.clicked).toEqual(1);
        expect(weightDataAnchor.clicked).toEqual(1);
    });
    it('No file name provided, with existing anchors', async () => {
        const testStartDate = new Date();
        const downloadTrigger = browserDownloads();
        const saveResult = await downloadTrigger.save(artifacts1);
        expect(saveResult.errors).toEqual(undefined);
        const artifactsInfo = saveResult.modelArtifactsInfo;
        expect(artifactsInfo.dateSaved.getTime())
            .toBeGreaterThanOrEqual(testStartDate.getTime());
        expect(saveResult.modelArtifactsInfo.modelTopologyBytes)
            .toEqual(JSON.stringify(modelTopology1).length);
        expect(saveResult.modelArtifactsInfo.weightSpecsBytes)
            .toEqual(JSON.stringify(weightSpecs1).length);
        expect(saveResult.modelArtifactsInfo.weightDataBytes).toEqual(16);
        const jsonAnchor = fakeAnchors[0];
        const weightDataAnchor = fakeAnchors[1];
        // Verify that the default file names are used.
        expect(jsonAnchor.download).toEqual('model.json');
        expect(weightDataAnchor.download).toEqual('model.weights.bin');
        // Verify the content of the JSON file.
        const jsonContent = await fetch(jsonAnchor.href);
        const modelTopologyAndWeightsManifest = JSON.parse(await jsonContent.text());
        expect(modelTopologyAndWeightsManifest.modelTopology)
            .toEqual(modelTopology1);
        const weightsManifest = modelTopologyAndWeightsManifest.weightsManifest;
        expect(weightsManifest.length).toEqual(1);
        expect(weightsManifest[0].paths).toEqual(['./model.weights.bin']);
        expect(weightsManifest[0].weights).toEqual(weightSpecs1);
        // Verify the content of the binary weights file.
        const response = await fetch(weightDataAnchor.href);
        const buffer = await response.arrayBuffer();
        expect(buffer).toEqual(weightData1);
    });
    it('Download only model topology', async () => {
        const testStartDate = new Date();
        const downloadTrigger = browserDownloads();
        const modelTopologyOnlyArtifacts = {
            modelTopology: modelTopology1,
        };
        const saveResult = await downloadTrigger.save(modelTopologyOnlyArtifacts);
        expect(saveResult.errors).toEqual(undefined);
        const artifactsInfo = saveResult.modelArtifactsInfo;
        expect(artifactsInfo.dateSaved.getTime())
            .toBeGreaterThanOrEqual(testStartDate.getTime());
        expect(saveResult.modelArtifactsInfo.modelTopologyBytes)
            .toEqual(JSON.stringify(modelTopology1).length);
        expect(saveResult.modelArtifactsInfo.weightSpecsBytes).toEqual(0);
        expect(saveResult.modelArtifactsInfo.weightDataBytes).toEqual(0);
        const jsonAnchor = fakeAnchors[0];
        const weightDataAnchor = fakeAnchors[1];
        // Verify that the default file names are used.
        expect(jsonAnchor.download).toEqual('model.json');
        expect(jsonAnchor.clicked).toEqual(1);
        // The weight file should not have been downloaded.
        expect(weightDataAnchor.download).toEqual(undefined);
        expect(weightDataAnchor.clicked).toEqual(0);
        // Verify the content of the JSON file.
        const jsonContent = await fetch(jsonAnchor.href);
        const modelTopologyAndWeightsManifest = JSON.parse(await jsonContent.text());
        expect(modelTopologyAndWeightsManifest.modelTopology)
            .toEqual(modelTopology1);
    });
    it('browserDownloadsRouter', () => {
        expect(browserDownloadsRouter('downloads://foo') instanceof BrowserDownloads)
            .toEqual(true);
        expect(browserDownloadsRouter('invaliddownloads://foo')).toBeNull();
        expect(browserDownloadsRouter('foo')).toBeNull();
    });
});
describeWithFlags('browserFiles', BROWSER_ENVS, () => {
    const weightsFile = new File([weightData1], 'model.weights.bin', { type: 'application/octet-stream' });
    it('One group, one path', async () => {
        const weightsManifest = [{
                paths: ['./model.weights.bin'],
                weights: weightSpecs1,
            }];
        const modelJSON = {
            modelTopology: modelTopology1,
            weightsManifest,
            format: 'layers-model',
            generatedBy: 'TensorFlow.js v0.0.0',
            convertedBy: '1.13.1',
            modelInitializer: {},
            trainingConfig: trainingConfig1,
        };
        const jsonFile = new File([JSON.stringify(modelJSON)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile]);
        const modelArtifacts = await filesHandler.load();
        expect(modelArtifacts.modelTopology).toEqual(modelTopology1);
        expect(modelArtifacts.weightSpecs).toEqual(weightSpecs1);
        expect(modelArtifacts.format).toEqual('layers-model');
        expect(modelArtifacts.generatedBy).toEqual('TensorFlow.js v0.0.0');
        expect(modelArtifacts.convertedBy).toEqual('1.13.1');
        expect(modelArtifacts.modelInitializer).toEqual({});
        expect(modelArtifacts.trainingConfig).toEqual(trainingConfig1);
        expect(new Uint8Array(CompositeArrayBuffer.join(modelArtifacts.weightData)))
            .toEqual(new Uint8Array(weightData1));
    });
    it(`One group, two paths`, async () => {
        const weightSpecs = [
            {
                name: 'foo',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'bar',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightsManifest = [{
                paths: ['./dir1/model.weights.1.bin', './dir2/model.weights.2.bin'],
                weights: weightSpecs,
            }];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 2, 3, 4]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 20, 30, 40]).buffer], 'model.weights.2.bin', { type: 'application/octet-stream' });
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile1, weightsFile2]);
        const modelArtifacts = await filesHandler.load();
        expect(modelArtifacts.modelTopology).toEqual(modelTopology1);
        expect(modelArtifacts.weightSpecs).toEqual(weightSpecs);
        expect(new Uint8Array(CompositeArrayBuffer.join(modelArtifacts.weightData)))
            .toEqual(new Uint8Array([
            1, 2, 3, 4, 10, 20, 30, 40
        ]));
    });
    it(`Two groups, four paths, reverseOrder=false`, async () => {
        const weightSpecs1 = [
            {
                name: 'foo',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'bar',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightSpecs2 = [
            {
                name: 'baz',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'qux',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightsManifest = [
            {
                paths: ['./model.weights.1.bin', './model.weights.2.bin'],
                weights: weightSpecs1,
            },
            {
                paths: ['./model.weights.3.bin', './model.weights.4.bin'],
                weights: weightSpecs2,
            }
        ];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 3, 5, 7]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 30, 50, 70]).buffer], 'model.weights.2.bin', { type: 'application/octet-stream' });
        const weightsFile3 = new File([new Uint8Array([2, 4, 6, 8]).buffer], 'model.weights.3.bin', { type: 'application/octet-stream' });
        const weightsFile4 = new File([new Uint8Array([20, 40, 60, 80]).buffer], 'model.weights.4.bin', { type: 'application/octet-stream' });
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile1, weightsFile2, weightsFile3, weightsFile4]);
        const modelArtifacts = await filesHandler.load();
        expect(modelArtifacts.modelTopology).toEqual(modelTopology1);
        expect(modelArtifacts.weightSpecs)
            .toEqual(weightSpecs1.concat(weightSpecs2));
        expect(new Uint8Array(CompositeArrayBuffer.join(modelArtifacts.weightData)))
            .toEqual(new Uint8Array([
            1, 3, 5, 7, 10, 30, 50, 70, 2, 4, 6, 8, 20, 40, 60, 80
        ]));
    });
    it(`Two groups, four paths, reverseOrder=true`, async () => {
        const weightSpecs1 = [
            {
                name: 'foo',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'bar',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightSpecs2 = [
            {
                name: 'baz',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'qux',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightsManifest = [
            {
                paths: ['./model.weights.1.bin', './model.weights.2.bin'],
                weights: weightSpecs1,
            },
            {
                paths: ['./model.weights.3.bin', './model.weights.4.bin'],
                weights: weightSpecs2,
            }
        ];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 3, 5, 7]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 30, 50, 70]).buffer], 'model.weights.2.bin', { type: 'application/octet-stream' });
        const weightsFile3 = new File([new Uint8Array([2, 4, 6, 8]).buffer], 'model.weights.3.bin', { type: 'application/octet-stream' });
        const weightsFile4 = new File([new Uint8Array([20, 40, 60, 80]).buffer], 'model.weights.4.bin', { type: 'application/octet-stream' });
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile4, weightsFile3, weightsFile2, weightsFile1]);
        const modelArtifacts = await filesHandler.load();
        expect(modelArtifacts.modelTopology).toEqual(modelTopology1);
        expect(modelArtifacts.weightSpecs)
            .toEqual(weightSpecs1.concat(weightSpecs2));
        expect(new Uint8Array(CompositeArrayBuffer.join(modelArtifacts.weightData)))
            .toEqual(new Uint8Array([
            1, 3, 5, 7, 10, 30, 50, 70, 2, 4, 6, 8, 20, 40, 60, 80
        ]));
    });
    it('Upload model topology only', async () => {
        const weightsManifest = [{
                paths: ['./model.weights.bin'],
                weights: weightSpecs1,
            }];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        // Select only a JSON file.
        const filesHandler = tf.io.browserFiles([jsonFile]);
        const modelArtifacts = await filesHandler.load();
        expect(modelArtifacts.modelTopology).toEqual(modelTopology1);
        expect(modelArtifacts.weightSpecs).toEqual(undefined);
    });
    it('Mismatch in number of paths and number of files', async () => {
        const weightsManifest = [{
                paths: ['./model.weights.1.bin'],
                weights: weightSpecs1,
            }];
        const weightsTopologyAndManifest = {
            modelTopology: weightSpecs1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 2, 3, 4]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 20, 30, 40]).buffer], 'model.weights.2.bin', { type: 'application/octet-stream' });
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        // Supply two weights files while the manifest has only one path. This is
        // expected to fail.
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile2, weightsFile1]);
        try {
            await filesHandler.load();
            fail('Loading with mismatch in number of paths and number of files ' +
                'succeeded unexpectedly.');
        }
        catch (err) {
            expect(err.message)
                .toEqual('Mismatch in the number of files in weights manifest (1) ' +
                'and the number of weight files provided (2).');
        }
    });
    it('Mismatch in manifest paths and file names', async () => {
        const weightSpecs = [
            {
                name: 'foo',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'bar',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        const weightsManifest = [{
                paths: ['./model.weights.1.bin', './model.weights.2.bin'],
                weights: weightSpecs,
            }];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 2, 3, 4]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 20, 30, 40]).buffer], 'model.weights.3.bin', { type: 'application/octet-stream' });
        // Notice the wrong file name here. It is expected to cause load() to
        // fail.
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile1, weightsFile2]);
        try {
            await filesHandler.load();
            fail('Loading with mismatching paths and file names ' +
                'succeeded unexpectedly.');
        }
        catch (err) {
            expect(err.message)
                .toEqual('Weight file with basename \'model.weights.2.bin\' is not ' +
                'provided.');
        }
    });
    it('Duplicate basenames in paths fails', async () => {
        const weightSpecs = [
            {
                name: 'foo',
                shape: [1, 1],
                dtype: 'float32',
            },
            {
                name: 'bar',
                shape: [1, 1],
                dtype: 'float32',
            }
        ];
        // Notice the duplicate basenames here (albeit distinct full paths). This
        // is expected to cause load() to fail.
        const weightsManifest = [{
                paths: ['./dir1/model.weights.1.bin', './dir2/model.weights.1.bin'],
                weights: weightSpecs,
            }];
        const weightsTopologyAndManifest = {
            modelTopology: modelTopology1,
            weightsManifest,
        };
        const weightsFile1 = new File([new Uint8Array([1, 2, 3, 4]).buffer], 'model.weights.1.bin', { type: 'application/octet-stream' });
        const weightsFile2 = new File([new Uint8Array([10, 20, 30, 40]).buffer], 'model.weights.2.bin', { type: 'application/octet-stream' });
        // Notice the wrong file name here. It is expected to cause load() to
        // fail.
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile1, weightsFile2]);
        try {
            await filesHandler.load();
            fail('Loading with duplicate basenames in paths succeeded unexpectedly.');
        }
        catch (err) {
            expect(err.message)
                .toEqual('Duplicate file basename found in weights manifest: ' +
                '\'model.weights.1.bin\'');
        }
    });
    it('Missing modelTopology from JSON leads to Error', async () => {
        const weightsManifest = [{
                paths: ['./model.weights.bin'],
                weights: weightSpecs1,
            }];
        const weightsTopologyAndManifest = {
            weightsManifest,
        };
        const jsonFile = new File([JSON.stringify(weightsTopologyAndManifest)], 'model.json', { type: 'application/json' });
        const filesHandler = tf.io.browserFiles([jsonFile, weightsFile]);
        try {
            await filesHandler.load();
            fail('Loading with Files IOHandler with missing modelTopology ' +
                'succeeded unexpectedly.');
        }
        catch (err) {
            expect(err.message)
                .toMatch(/modelTopology field is missing from file model\.json/);
        }
    });
    it('Incorrect number of files leads to Error', () => {
        expect(() => tf.io.browserFiles(null)).toThrowError(/at least 1 file/);
        expect(() => tf.io.browserFiles([])).toThrowError(/at least 1 file/);
    });
});
//# 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