Input/output#
CSV#
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Load a comma-separated-values (CSV) dataset into a DataFrame |
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Write a dataframe to csv file format. |
Text#
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Configuration object for a text Datasource |
JSON#
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Load a JSON dataset into a DataFrame |
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Convert the cuDF object to a JSON string. |
Parquet#
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Load a Parquet dataset into a DataFrame |
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Write a DataFrame to the parquet format. |
Read a Parquet file's metadata and schema |
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Write a parquet file or dataset incrementally |
ORC#
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Load an ORC dataset into a DataFrame |
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Write a DataFrame to the ORC format. |
HDFStore: PyTables (HDF5)#
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Read from the store, close it if we opened it. |
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Write the contained data to an HDF5 file using HDFStore. |
Warning
HDF reader and writers are not GPU accelerated. These currently use CPU via Pandas. This may be GPU accelerated in the future.
Feather#
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Load an feather object from the file path, returning a DataFrame. |
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Write a DataFrame to the feather format. |
Warning
Feather reader and writers are not GPU accelerated. These currently use CPU via Pandas. This may be GPU accelerated in the future.
Avro#
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Load an Avro dataset into a DataFrame |