/**

* @license

* Copyright 2021 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.

* =============================================================================

*/

import {ENGINE} from '../../engine';

import {StringToHashBucketFast, StringToHashBucketFastAttrs, StringToHashBucketFastInputs} from '../../kernel_names';

import {Tensor} from '../../tensor';

import {convertToTensor} from '../../tensor_util_env';

import {TensorLike} from '../../types';

import {op} from '../operation';

/**

* Converts each string in the input Tensor to its hash mod by a number of

* buckets.

*

* The hash function is deterministic on the content of the string within the

* process and will never change. However, it is not suitable for cryptography.

* This function may be used when CPU time is scarce and inputs are trusted or

* unimportant. There is a risk of adversaries constructing inputs that all hash

* to the same bucket.

*

* ```js

* const result = tf.string.stringToHashBucketFast(

* ['Hello', 'TensorFlow', '2.x'], 3);

* result.print(); // [0, 2, 2]

* ```

* @param input: The strings to assign a hash bucket.

* @param numBuckets: The number of buckets.

* @return A Tensor of the same shape as the input tensor.

*

* @doc {heading: 'Operations', subheading: 'String'}

*/

function stringToHashBucketFast_(

}

export const stringToHashBucketFast = /* @__PURE__ */ op({stringToHashBucketFast_});