# tf.raw_ops.DataServiceDatasetV3

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Creates a dataset that reads data from the tf.data service.

#### View aliases


**Compat aliases for migration**

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

[`tf.compat.v1.raw_ops.DataServiceDatasetV3`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/DataServiceDatasetV3)

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    tf.raw_ops.DataServiceDatasetV3(
        dataset_id,
        processing_mode,
        address,
        protocol,
        job_name,
        consumer_index,
        num_consumers,
        max_outstanding_requests,
        iteration_counter,
        output_types,
        output_shapes,
        uncompress_fn,
        task_refresh_interval_hint_ms=-1,
        data_transfer_protocol='',
        target_workers='AUTO',
        uncompress=False,
        cross_trainer_cache_options='',
        name=None
    )

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| ## Args ||
|---|---|
| `dataset_id` | A `Tensor` of type `int64`. |
| `processing_mode` | A `Tensor` of type `string`. |
| `address` | A `Tensor` of type `string`. |
| `protocol` | A `Tensor` of type `string`. |
| `job_name` | A `Tensor` of type `string`. |
| `consumer_index` | A `Tensor` of type `int64`. |
| `num_consumers` | A `Tensor` of type `int64`. |
| `max_outstanding_requests` | A `Tensor` of type `int64`. |
| `iteration_counter` | A `Tensor` of type `resource`. |
| `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`. |
| `uncompress_fn` | A function decorated with @Defun. |
| `task_refresh_interval_hint_ms` | An optional `int`. Defaults to `-1`. |
| `data_transfer_protocol` | An optional `string`. Defaults to `""`. |
| `target_workers` | An optional `string`. Defaults to `"AUTO"`. |
| `uncompress` | An optional `bool`. Defaults to `False`. |
| `cross_trainer_cache_options` | 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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