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Dataset versioning #218

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Merged
merged 17 commits into from
Mar 2, 2020
Merged

Dataset versioning #218

merged 17 commits into from
Mar 2, 2020

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eedorenko
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@eedorenko eedorenko commented Mar 2, 2020

  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 sudivate and dtzar March 2, 2020 17:46
@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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3 participants