ray.data.Dataset
================

.. currentmodule:: ray.data

.. autoclass:: Dataset
   :show-inheritance:

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
      :toctree:

   
      ~Dataset.__init__
      ~Dataset.add_column
      ~Dataset.aggregate
      ~Dataset.columns
      
      ~Dataset.count
      ~Dataset.deserialize_lineage
      ~Dataset.drop_columns
      ~Dataset.filter
      ~Dataset.flat_map
      ~Dataset.get_internal_block_refs
      ~Dataset.groupby
      ~Dataset.has_serializable_lineage
      ~Dataset.input_files
      ~Dataset.iter_batches
      ~Dataset.iter_rows
      ~Dataset.iter_tf_batches
      ~Dataset.iter_torch_batches
      ~Dataset.iterator
      ~Dataset.limit
      ~Dataset.map
      ~Dataset.map_batches
      ~Dataset.materialize
      ~Dataset.max
      ~Dataset.mean
      ~Dataset.min
      ~Dataset.num_blocks
      ~Dataset.random_sample
      ~Dataset.random_shuffle
      ~Dataset.randomize_block_order
      ~Dataset.repartition
      ~Dataset.schema
      ~Dataset.select_columns
      ~Dataset.serialize_lineage
      ~Dataset.show
      ~Dataset.size_bytes
      ~Dataset.sort
      ~Dataset.split
      ~Dataset.split_at_indices
      ~Dataset.split_proportionately
      ~Dataset.stats
      ~Dataset.std
      ~Dataset.streaming_split
      ~Dataset.sum
      ~Dataset.take
      ~Dataset.take_all
      ~Dataset.take_batch
      ~Dataset.to_arrow_refs
      ~Dataset.to_dask
      ~Dataset.to_mars
      ~Dataset.to_modin
      ~Dataset.to_numpy_refs
      ~Dataset.to_pandas
      ~Dataset.to_pandas_refs
      ~Dataset.to_random_access_dataset
      ~Dataset.to_spark
      ~Dataset.to_tf
      ~Dataset.to_torch
      ~Dataset.train_test_split
      ~Dataset.union
      ~Dataset.unique
      ~Dataset.write_bigquery
      ~Dataset.write_csv
      ~Dataset.write_datasink
      ~Dataset.write_datasource
      ~Dataset.write_images
      ~Dataset.write_json
      ~Dataset.write_mongo
      ~Dataset.write_numpy
      ~Dataset.write_parquet
      ~Dataset.write_sql
      ~Dataset.write_tfrecords
      ~Dataset.write_webdataset
      ~Dataset.zip

   
   


   
   
   .. rubric:: Attributes

   .. autosummary::
      :nosignatures:
      :toctree:

   
      ~Dataset.context