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Dataset versioning #218

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Merged
eedorenko merged 17 commits into from
Mar 2, 2020
Merged

Dataset versioning #218

eedorenko merged 17 commits into from
Mar 2, 2020

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@eedorenko eedorenko commented Mar 2, 2020 •
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  1. A pipeline has the following parameters added:
  • caller_run_id - for tracking purposes to identify who called the pipeline (e.g. ADF pipeline run id)
  • dataset_version - makes it possible to rerun the pipeline with a specific dataset version. By default "latest"
  • data_file_path - if provided, a pipeline registers a new version of the dataset pointing to the data_file_path
  1. It is trackable now what dataset version (pointing to specific data file) was used to train the model
  2. It is trackable now what models were trained with a given dataset version

@eedorenko eedorenko requested review from dtzar and sudivate March 2, 2020 17:46
tcare
tcare reviewed Mar 2, 2020
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@eedorenko eedorenko merged commit 466800e into master Mar 2, 2020
@eedorenko eedorenko deleted the eedorenko/adf-dataset-version branch March 2, 2020 22:07
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@dtzar dtzar Awaiting requested review from dtzar

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@tcare tcare tcare left review comments

@sudivate sudivate sudivate approved these changes

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@eedorenko @tcare @sudivate