chore: import upstream snapshot with attribution
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.. _saving-data-api:
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Saving Data API
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===============
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.. currentmodule:: ray.data
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Public APIs
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-----------
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BigQuery
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^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_bigquery
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CSV
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^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_csv
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ClickHouse
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^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_clickhouse
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Daft
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^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_daft
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Dask
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^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_dask
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Iceberg
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^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_iceberg
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Images
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^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_images
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JSON
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^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_json
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Lance
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^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_lance
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Mars
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^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_mars
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Modin
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^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_modin
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MongoDB
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^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_mongo
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NumPy
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^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_numpy
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Pandas
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^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_pandas
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Parquet
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^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_parquet
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SQL Databases
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^^^^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_sql
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Snowflake
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^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_snowflake
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Spark
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^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_spark
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TFRecords
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^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.write_tfrecords
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Developer APIs
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--------------
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Arrow refs
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^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_arrow_refs
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Datasink API
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^^^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Datasink
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Dataset.write_datasink
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datasource.RowBasedFileDatasink
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datasource.BlockBasedFileDatasink
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datasource.WriteResult
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datasource.WriteReturnType
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FilenameProvider
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^^^^^^^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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datasource.FilenameProvider
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NumPy refs
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^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_numpy_refs
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Pandas refs
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^^^^^^^^^^^
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.. autosummary::
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:nosignatures:
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:toctree: doc/
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Dataset.to_pandas_refs
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