/**
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* @license
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* Copyright 2018 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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* =============================================================================
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*/
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import * as tf from './index';
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import { ALL_ENVS, describeWithFlags } from './jasmine_util';
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import { getTensorsInContainer, isTensorInList } from './tensor_util';
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import { convertToTensor } from './tensor_util_env';
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import { expectArraysClose, expectArraysEqual } from './test_util';
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describeWithFlags('tensor_util.isTensorInList', ALL_ENVS, () => {
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it('not in list', () => {
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const a = tf.scalar(1);
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const list = [tf.scalar(1), tf.tensor1d([1, 2, 3])];
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expect(isTensorInList(a, list)).toBe(false);
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});
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it('in list', () => {
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const a = tf.scalar(1);
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const list = [tf.scalar(2), tf.tensor1d([1, 2, 3]), a];
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expect(isTensorInList(a, list)).toBe(true);
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});
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});
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describeWithFlags('getTensorsInContainer', ALL_ENVS, () => {
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it('null input returns empty tensor', () => {
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const results = getTensorsInContainer(null);
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expect(results).toEqual([]);
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});
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it('tensor input returns one element tensor', () => {
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const x = tf.scalar(1);
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const results = getTensorsInContainer(x);
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expect(results).toEqual([x]);
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});
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it('name tensor map returns flattened tensor', () => {
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const x1 = tf.scalar(1);
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const x2 = tf.scalar(3);
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const x3 = tf.scalar(4);
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const results = getTensorsInContainer({ x1, x2, x3 });
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expect(results).toEqual([x1, x2, x3]);
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});
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it('can extract from arbitrary depth', () => {
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const container = [
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{ x: tf.scalar(1), y: tf.scalar(2) }, [[[tf.scalar(3)]], { z: tf.scalar(4) }]
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];
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const results = getTensorsInContainer(container);
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expect(results.length).toBe(4);
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});
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it('works with loops in container', () => {
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const container = [tf.scalar(1), tf.scalar(2), [tf.scalar(3)]];
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const innerContainer = [container];
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// tslint:disable-next-line:no-any
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container.push(innerContainer);
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const results = getTensorsInContainer(container);
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expect(results.length).toBe(3);
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});
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});
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describeWithFlags('convertToTensor', ALL_ENVS, () => {
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it('primitive integer, NaN converts to zero, no error thrown', async () => {
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const a = () => convertToTensor(NaN, 'a', 'test', 'int32');
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expect(a).not.toThrowError();
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const b = convertToTensor(NaN, 'b', 'test', 'int32');
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expect(b.rank).toBe(0);
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expect(b.dtype).toBe('int32');
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expectArraysClose(await b.data(), 0);
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});
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it('primitive number', async () => {
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const a = convertToTensor(3, 'a', 'test');
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expect(a.rank).toBe(0);
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expect(a.dtype).toBe('float32');
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expectArraysClose(await a.data(), 3);
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});
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it('primitive integer, NaN converts to zero', async () => {
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const a = convertToTensor(NaN, 'a', 'test', 'int32');
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expect(a.rank).toBe(0);
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expect(a.dtype).toBe('int32');
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expectArraysClose(await a.data(), 0);
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});
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it('primitive boolean, parsed as bool tensor', async () => {
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const a = convertToTensor(true, 'a', 'test');
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expect(a.rank).toBe(0);
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expect(a.dtype).toBe('bool');
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expectArraysClose(await a.data(), 1);
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});
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it('primitive boolean, forced to be parsed as bool tensor', async () => {
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const a = convertToTensor(true, 'a', 'test', 'bool');
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expect(a.rank).toBe(0);
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expect(a.dtype).toBe('bool');
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expectArraysEqual(await a.data(), 1);
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});
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it('array1d', async () => {
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const a = convertToTensor([1, 2, 3], 'a', 'test');
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expect(a.rank).toBe(1);
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expect(a.dtype).toBe('float32');
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expect(a.shape).toEqual([3]);
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expectArraysClose(await a.data(), [1, 2, 3]);
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});
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it('array2d', async () => {
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const a = convertToTensor([[1], [2], [3]], 'a', 'test');
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expect(a.rank).toBe(2);
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expect(a.shape).toEqual([3, 1]);
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expect(a.dtype).toBe('float32');
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expectArraysClose(await a.data(), [1, 2, 3]);
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});
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it('array3d', async () => {
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const a = convertToTensor([[[1], [2]], [[3], [4]]], 'a', 'test');
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expect(a.rank).toBe(3);
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expect(a.shape).toEqual([2, 2, 1]);
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expect(a.dtype).toBe('float32');
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expectArraysClose(await a.data(), [1, 2, 3, 4]);
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});
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it('array4d', async () => {
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const a = convertToTensor([[[[1]], [[2]]], [[[3]], [[4]]]], 'a', 'test');
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expect(a.rank).toBe(4);
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expect(a.shape).toEqual([2, 2, 1, 1]);
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expect(a.dtype).toBe('float32');
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expectArraysClose(await a.data(), [1, 2, 3, 4]);
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});
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it('passing a tensor returns the tensor itself', () => {
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const s = tf.scalar(3);
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const res = convertToTensor(s, 'a', 'test');
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expect(res === s).toBe(true);
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});
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it('passing a tensor with wrong type errors', () => {
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const s = tf.scalar(3);
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expect(() => convertToTensor(s, 'p', 'f', 'bool'))
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.toThrowError(/Argument 'p' passed to 'f' must be bool tensor, but got float32/);
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});
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it('fails when passed a string and force numeric is true', () => {
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const expectedDtype = 'numeric';
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expect(() => convertToTensor('hello', 'p', 'test', expectedDtype))
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.toThrowError();
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});
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it('force numeric is true by default', () => {
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// Should fail to parse a string tensor since force numeric is true.
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expect(() => convertToTensor('hello', 'p', 'test')).toThrowError();
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});
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it('primitive string, do not force numeric', () => {
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const t = convertToTensor('hello', 'p', 'test', 'string_or_numeric');
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expect(t.dtype).toBe('string');
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expect(t.shape).toEqual([]);
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});
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it('string[], do not force numeric', () => {
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const t = convertToTensor(['a', 'b', 'c'], 'p', 'test', 'string_or_numeric');
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expect(t.dtype).toBe('string');
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expect(t.shape).toEqual([3]);
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});
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it('string, explicitly parse as bool', () => {
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expect(() => convertToTensor('a', 'argName', 'func', 'bool'))
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.toThrowError('Argument \'argName\' passed to \'func\' must be bool tensor' +
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', but got string tensor');
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});
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it('string, throw error if pass null.', () => {
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expect(() => convertToTensor('a', 'argName', 'func', null))
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.toThrowError('Expected dtype cannot be null.');
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});
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it('fails to convert a dict to tensor', () => {
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expect(() => convertToTensor({}, 'a', 'test'))
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.toThrowError('Argument \'a\' passed to \'test\' must be a Tensor ' +
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'or TensorLike, but got \'Object\'');
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});
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it('fails to convert a string to tensor', () => {
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expect(() => convertToTensor('asdf', 'a', 'test'))
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.toThrowError('Argument \'a\' passed to \'test\' must be numeric tensor, ' +
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'but got string tensor');
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});
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});
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describeWithFlags('convertToTensor debug mode', ALL_ENVS, () => {
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beforeAll(() => {
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// Silence debug warnings.
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spyOn(console, 'warn');
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tf.enableDebugMode();
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});
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it('fails to convert a non-valid shape array to tensor', () => {
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const a = [[1, 2], [3], [4, 5, 6]]; // 2nd element has only 1 entry.
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expect(() => convertToTensor(a, 'a', 'test'))
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.toThrowError('Element arr[1] should have 2 elements, but has 1 elements');
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});
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});
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* @license\n * Copyright 2018 Google LLC. All Rights Reserved.\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n * =============================================================================\n */\n\nimport * as tf from './index';\nimport {ALL_ENVS, describeWithFlags} from './jasmine_util';\nimport {Tensor} from './tensor';\nimport {getTensorsInContainer, isTensorInList} from './tensor_util';\nimport {convertToTensor} from './tensor_util_env';\nimport {expectArraysClose, expectArraysEqual} from './test_util';\n\ndescribeWithFlags('tensor_util.isTensorInList', ALL_ENVS, () => {\n  it('not in list', () => {\n    const a = tf.scalar(1);\n    const list: Tensor[] = [tf.scalar(1), tf.tensor1d([1, 2, 3])];\n\n    expect(isTensorInList(a, list)).toBe(false);\n  });\n\n  it('in list', () => {\n    const a = tf.scalar(1);\n    const list: Tensor[] = [tf.scalar(2), tf.tensor1d([1, 2, 3]), a];\n\n    expect(isTensorInList(a, list)).toBe(true);\n  });\n});\n\ndescribeWithFlags('getTensorsInContainer', ALL_ENVS, () => {\n  it('null input returns empty tensor', () => {\n    const results = getTensorsInContainer(null);\n\n    expect(results).toEqual([]);\n  });\n\n  it('tensor input returns one element tensor', () => {\n    const x = tf.scalar(1);\n    const results = getTensorsInContainer(x);\n\n    expect(results).toEqual([x]);\n  });\n\n  it('name tensor map returns flattened tensor', () => {\n    const x1 = tf.scalar(1);\n    const x2 = tf.scalar(3);\n    const x3 = tf.scalar(4);\n    const results = getTensorsInContainer({x1, x2, x3});\n\n    expect(results).toEqual([x1, x2, x3]);\n  });\n\n  it('can extract from arbitrary depth', () => {\n    const container = [\n      {x: tf.scalar(1), y: tf.scalar(2)}, [[[tf.scalar(3)]], {z: tf.scalar(4)}]\n    ];\n    const results = getTensorsInContainer(container);\n    expect(results.length).toBe(4);\n  });\n\n  it('works with loops in container', () => {\n    const container = [tf.scalar(1), tf.scalar(2), [tf.scalar(3)]];\n    const innerContainer = [container];\n    // tslint:disable-next-line:no-any\n    container.push(innerContainer as any);\n    const results = getTensorsInContainer(container);\n    expect(results.length).toBe(3);\n  });\n});\n\ndescribeWithFlags('convertToTensor', ALL_ENVS, () => {\n  it('primitive integer, NaN converts to zero, no error thrown', async () => {\n    const a = () => convertToTensor(NaN, 'a', 'test', 'int32');\n    expect(a).not.toThrowError();\n\n    const b = convertToTensor(NaN, 'b', 'test', 'int32');\n    expect(b.rank).toBe(0);\n    expect(b.dtype).toBe('int32');\n    expectArraysClose(await b.data(), 0);\n  });\n\n  it('primitive number', async () => {\n    const a = convertToTensor(3, 'a', 'test');\n    expect(a.rank).toBe(0);\n    expect(a.dtype).toBe('float32');\n    expectArraysClose(await a.data(), 3);\n  });\n\n  it('primitive integer, NaN converts to zero', async () => {\n    const a = convertToTensor(NaN, 'a', 'test', 'int32');\n    expect(a.rank).toBe(0);\n    expect(a.dtype).toBe('int32');\n    expectArraysClose(await a.data(), 0);\n  });\n\n  it('primitive boolean, parsed as bool tensor', async () => {\n    const a = convertToTensor(true, 'a', 'test');\n    expect(a.rank).toBe(0);\n    expect(a.dtype).toBe('bool');\n    expectArraysClose(await a.data(), 1);\n  });\n\n  it('primitive boolean, forced to be parsed as bool tensor', async () => {\n    const a = convertToTensor(true, 'a', 'test', 'bool');\n    expect(a.rank).toBe(0);\n    expect(a.dtype).toBe('bool');\n    expectArraysEqual(await a.data(), 1);\n  });\n\n  it('array1d', async () => {\n    const a = convertToTensor([1, 2, 3], 'a', 'test');\n    expect(a.rank).toBe(1);\n    expect(a.dtype).toBe('float32');\n    expect(a.shape).toEqual([3]);\n    expectArraysClose(await a.data(), [1, 2, 3]);\n  });\n\n  it('array2d', async () => {\n    const a = convertToTensor([[1], [2], [3]], 'a', 'test');\n    expect(a.rank).toBe(2);\n    expect(a.shape).toEqual([3, 1]);\n    expect(a.dtype).toBe('float32');\n    expectArraysClose(await a.data(), [1, 2, 3]);\n  });\n\n  it('array3d', async () => {\n    const a = convertToTensor([[[1], [2]], [[3], [4]]], 'a', 'test');\n    expect(a.rank).toBe(3);\n    expect(a.shape).toEqual([2, 2, 1]);\n    expect(a.dtype).toBe('float32');\n    expectArraysClose(await a.data(), [1, 2, 3, 4]);\n  });\n\n  it('array4d', async () => {\n    const a = convertToTensor([[[[1]], [[2]]], [[[3]], [[4]]]], 'a', 'test');\n    expect(a.rank).toBe(4);\n    expect(a.shape).toEqual([2, 2, 1, 1]);\n    expect(a.dtype).toBe('float32');\n    expectArraysClose(await a.data(), [1, 2, 3, 4]);\n  });\n\n  it('passing a tensor returns the tensor itself', () => {\n    const s = tf.scalar(3);\n    const res = convertToTensor(s, 'a', 'test');\n    expect(res === s).toBe(true);\n  });\n\n  it('passing a tensor with wrong type errors', () => {\n    const s = tf.scalar(3);\n    expect(() => convertToTensor(s, 'p', 'f', 'bool'))\n        .toThrowError(\n            /Argument 'p' passed to 'f' must be bool tensor, but got float32/);\n  });\n\n  it('fails when passed a string and force numeric is true', () => {\n    const expectedDtype = 'numeric';\n    expect(() => convertToTensor('hello', 'p', 'test', expectedDtype))\n        .toThrowError();\n  });\n\n  it('force numeric is true by default', () => {\n    // Should fail to parse a string tensor since force numeric is true.\n    expect(() => convertToTensor('hello', 'p', 'test')).toThrowError();\n  });\n\n  it('primitive string, do not force numeric', () => {\n    const t = convertToTensor('hello', 'p', 'test', 'string_or_numeric');\n    expect(t.dtype).toBe('string');\n    expect(t.shape).toEqual([]);\n  });\n\n  it('string[], do not force numeric', () => {\n    const t =\n        convertToTensor(['a', 'b', 'c'], 'p', 'test', 'string_or_numeric');\n    expect(t.dtype).toBe('string');\n    expect(t.shape).toEqual([3]);\n  });\n\n  it('string, explicitly parse as bool', () => {\n    expect(() => convertToTensor('a', 'argName', 'func', 'bool'))\n        .toThrowError(\n            'Argument \\'argName\\' passed to \\'func\\' must be bool tensor' +\n            ', but got string tensor');\n  });\n\n  it('string, throw error if pass null.', () => {\n    expect(() => convertToTensor('a', 'argName', 'func', null))\n        .toThrowError('Expected dtype cannot be null.');\n  });\n\n  it('fails to convert a dict to tensor', () => {\n    expect(() => convertToTensor({} as number, 'a', 'test'))\n        .toThrowError(\n            'Argument \\'a\\' passed to \\'test\\' must be a Tensor ' +\n            'or TensorLike, but got \\'Object\\'');\n  });\n\n  it('fails to convert a string to tensor', () => {\n    expect(() => convertToTensor('asdf', 'a', 'test'))\n        .toThrowError(\n            'Argument \\'a\\' passed to \\'test\\' must be numeric tensor, ' +\n            'but got string tensor');\n  });\n});\n\ndescribeWithFlags('convertToTensor debug mode', ALL_ENVS, () => {\n  beforeAll(() => {\n    // Silence debug warnings.\n    spyOn(console, 'warn');\n    tf.enableDebugMode();\n  });\n\n  it('fails to convert a non-valid shape array to tensor', () => {\n    const a = [[1, 2], [3], [4, 5, 6]];  // 2nd element has only 1 entry.\n    expect(() => convertToTensor(a, 'a', 'test'))\n        .toThrowError(\n            'Element arr[1] should have 2 elements, but has 1 elements');\n  });\n});\n"]}
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