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cc08c01ade
Adding some more common preprocessors: * MaxAbsScaler * RobustScaler * PowerTransformer * Normalizer * FeatureHasher * Tokenizer * HashingVectorizer * CountVectorizer API docs: https://ray--23904.org.readthedocs.build/en/23904/ray-air/getting-started.html Co-authored-by: Kai Fricke <krfricke@users.noreply.github.com>
133 lines
2.7 KiB
ReStructuredText
133 lines
2.7 KiB
ReStructuredText
.. _data_api:
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Ray Datasets API
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================
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Creating Datasets
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-----------------
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.. autofunction:: ray.data.range
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.. autofunction:: ray.data.range_arrow
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.. autofunction:: ray.data.range_tensor
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.. autofunction:: ray.data.read_csv
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.. autofunction:: ray.data.read_json
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.. autofunction:: ray.data.read_parquet
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.. autofunction:: ray.data.read_numpy
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.. autofunction:: ray.data.read_text
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.. autofunction:: ray.data.read_binary_files
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.. autofunction:: ray.data.read_datasource
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.. autofunction:: ray.data.from_items
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.. autofunction:: ray.data.from_arrow
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.. autofunction:: ray.data.from_arrow_refs
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.. autofunction:: ray.data.from_spark
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.. autofunction:: ray.data.from_dask
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.. autofunction:: ray.data.from_modin
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.. autofunction:: ray.data.from_mars
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.. autofunction:: ray.data.from_pandas
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.. autofunction:: ray.data.from_pandas_refs
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.. autofunction:: ray.data.from_numpy
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.. autofunction:: ray.data.from_numpy_refs
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.. _dataset-api:
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Dataset API
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-----------
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.. autoclass:: ray.data.Dataset
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:members:
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.. _dataset-pipeline-api:
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Block API
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---------
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.. autoclass:: ray.data.block.BlockExecStats
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:members:
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.. autoclass:: ray.data.block.BlockMetadata
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:members:
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.. autoclass:: ray.data.block.BlockAccessor
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:members:
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DatasetContext API
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------------------
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.. autoclass:: ray.data.context.DatasetContext
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:members:
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DatasetPipeline API
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-------------------
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.. autoclass:: ray.data.dataset_pipeline.DatasetPipeline
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:members:
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GroupedDataset API
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------------------
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.. autoclass:: ray.data.grouped_dataset.GroupedDataset
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:members:
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Aggregate API
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-------------
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.. autoclass:: ray.data.aggregate.AggregateFn
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:members:
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.. autoclass:: ray.data.aggregate.Count
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:members:
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.. autoclass:: ray.data.aggregate.Sum
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:members:
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.. autoclass:: ray.data.aggregate.Max
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:members:
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.. autoclass:: ray.data.aggregate.Mean
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:members:
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.. autoclass:: ray.data.aggregate.Std
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:members:
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.. autoclass:: ray.data.aggregate.AbsMax
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:members:
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RandomAccessDataset API
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-----------------------
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.. autoclass:: ray.data.random_access_dataset.RandomAccessDataset
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:members:
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Tensor Column Extension API
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---------------------------
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.. autoclass:: ray.data.extensions.tensor_extension.TensorDtype
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:members:
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.. autoclass:: ray.data.extensions.tensor_extension.TensorArray
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:members:
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.. autoclass:: ray.data.extensions.tensor_extension.ArrowTensorType
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:members:
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.. autoclass:: ray.data.extensions.tensor_extension.ArrowTensorArray
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:members:
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Custom Datasource API
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---------------------
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.. autoclass:: ray.data.Datasource
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:members:
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.. autoclass:: ray.data.ReadTask
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:members:
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Table Row API
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---------------------
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.. autoclass:: ray.data.row.TableRow
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:members:
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Utility
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-------
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.. autofunction:: ray.data.set_progress_bars
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