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ReStructuredText
38 lines
1.0 KiB
ReStructuredText
.. _guide-data-pipeline:
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Chapter 4: Graph Data Pipeline
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==============================
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:ref:`(中文版) <guide_cn-data-pipeline>`
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DGL implements many commonly used graph datasets in :ref:`apidata`. They
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follow a standard pipeline defined in class :class:`dgl.data.DGLDataset`. DGL highly
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recommends processing graph data into a :class:`dgl.data.DGLDataset` subclass, as the
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pipeline provides simple and clean solution for loading, processing and
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saving graph data.
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Roadmap
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-------
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This chapter introduces how to create a custom DGL-Dataset.
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The following sections explain how the pipeline works, and
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shows how to implement each component of it.
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* :ref:`guide-data-pipeline-dataset`
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* :ref:`guide-data-pipeline-download`
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* :ref:`guide-data-pipeline-process`
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* :ref:`guide-data-pipeline-savenload`
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* :ref:`guide-data-pipeline-loadogb`
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* :ref:`guide-data-pipeline-loadcsv`
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.. toctree::
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:maxdepth: 1
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:hidden:
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:glob:
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data-dataset
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data-download
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data-process
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data-savenload
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data-loadogb
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data-loadcsv |