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[dask] Add a dummy sample to infer output shape. #6645

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merged 5 commits into from
Jan 30, 2021

Commits on Jan 29, 2021

  1. [dask] Use a 1 line sample to infer output shape.

    This is for inferring shape with direct prediction (without DaskDMatrix).
    There are a few things that requires known output shape before carrying out
    actual prediction, including dask meta data, output dataframe columns.
    
    * Infer output shape based on local prediction.
    * Remove set param in predict function as it's not thread safe nor necessary as
    we now let dask to decide the parallelism.
    * Simplify prediction on `DaskDMatrix`.
    trivialfis committed Jan 29, 2021
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  2. Remove redundant doc.

    trivialfis committed Jan 29, 2021
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  3. Document.

    trivialfis committed Jan 29, 2021
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  4. Clear the state.

    trivialfis committed Jan 29, 2021
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Commits on Jan 30, 2021

  1. Lint.

    trivialfis committed Jan 30, 2021
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