# tf.raw_ops.TakeWhileDataset

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Creates a dataset that stops iteration when predicate\` is false.

#### View aliases


**Compat aliases for migration**

See
[Migration guide](https://www.tensorflow.org/guide/migrate) for
more details.

[`tf.compat.v1.raw_ops.TakeWhileDataset`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/TakeWhileDataset)

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    tf.raw_ops.TakeWhileDataset(
        input_dataset,
        other_arguments,
        predicate,
        output_types,
        output_shapes,
        metadata='',
        name=None
    )

The `predicate` function must return a scalar boolean and accept the
following arguments:

- One tensor for each component of an element of `input_dataset`.
- One tensor for each value in `other_arguments`.

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| ## Args ||
|---|---|
| `input_dataset` | A `Tensor` of type `variant`. |
| `other_arguments` | A list of `Tensor` objects. A list of tensors, typically values that were captured when building a closure for `predicate`. |
| `predicate` | A function decorated with @Defun. A function returning a scalar boolean. |
| `output_types` | A list of `tf.DTypes` that has length `>= 1`. |
| `output_shapes` | A list of shapes (each a [`tf.TensorShape`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/TensorShape) or list of `ints`) that has length `>= 1`. |
| `metadata` | An optional `string`. Defaults to `""`. |
| `name` | A name for the operation (optional). |

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| ## Returns ||
|---|---|
| A `Tensor` of type `variant`. ||

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