.. _dataset-api:

Dataset API
==============

.. include:: ray.data.Dataset.rst

Compute Strategy API
--------------------
.. currentmodule:: ray.data
.. autosummary::
  :nosignatures:
  :toctree: doc/

  ActorPoolStrategy
  TaskPoolStrategy

Mixing API
----------
.. currentmodule:: ray.data

.. autoclass:: MixStoppingCondition
    :members:
    :undoc-members:

Schema
------
.. currentmodule:: ray.data

.. autoclass:: Schema
    :members:

DatasetSummary
--------------
.. currentmodule:: ray.data.stats

.. autoclass:: DatasetSummary
    :members:

Developer API
-------------

.. currentmodule:: ray.data

.. autosummary::
  :nosignatures:
  :toctree: doc/

  Dataset.to_pandas_refs
  Dataset.to_numpy_refs
  Dataset.to_arrow_refs
  Dataset.iter_internal_ref_bundles
  block.Block
  block.BlockExecStats
  block.BlockMetadata
  block.BlockAccessor
  RandomSeedConfig

Deprecated API
--------------

.. currentmodule:: ray.data

.. autosummary::
  :nosignatures:
  :toctree: doc/

  Dataset.iter_tf_batches