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[R-package] allow construction of Dataset from CSV without header (fixes #4553) #4554

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Aug 25, 2021

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Fixes #4553.

Turns out that that bug was caused by some code that is unnecessary, and can be safely removed.

This PR also adds tests covering the creation of Datasets from CSV files with and without headers.

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Explicitly header argument is used in prediction
https://lightgbm.readthedocs.io/en/latest/C-API.html#c.LGBM_BoosterPredictForFile
not in Dataset creation
https://lightgbm.readthedocs.io/en/latest/C-API.html#c.LGBM_DatasetCreateFromFile

For Dataset creation it is enought to have header parameter among additional params.
https://lightgbm.readthedocs.io/en/latest/Parameters.html#header

@jameslamb jameslamb merged commit f5925c3 into master Aug 25, 2021
@jameslamb jameslamb deleted the r/unused-dataset-code branch August 25, 2021 20:07
@jameslamb jameslamb mentioned this pull request Aug 25, 2021
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This pull request has been automatically locked since there has not been any recent activity since it was closed. To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues including a reference to this.

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[R-package] Cannot construct Dataset from text file without header
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