0.10.0

Benchmark v2 🎉

Benchmark has received several internal improvements. While general usage mostly stays the same, there are a few user-facing changes from previous versions:

Breaking changes

• Datatype.TABULAR_NUMERIC and Datatype.TABULAR_MIXED have been replaced by a single enum variant, Datatype.TABULAR.
• If you're passing a list of multiple sources to make_dataset an exception will be raised.

Deprecations

• make_dataset is being replaced by create_dataset
• The freestanding functions for Gretel datasets (get_gretel_dataset, list_gretel_datasets, list_gretel_dataset_tags) are being replaced by methods on a new object:

  repo = GretelDatasetRepo()
  repo.get_dataset(...)
  repo.list_datasets(...)
  repo.list_gretel_dataset_tags(...)

Trainer column partitioning removed 👋

Trainer no longer partitions datasets by column. The max_header_clusters argument to the Gretel model classes in gretel_trainer.models is deprecated, and will be removed in a future release.

Smaller notes 🧹

• A bug when downloading record handler data in Relational Trainer in hybrid deployments has been fixed
• Relational Trainer uses Pandas features that were added in 1.5, so the dependency version has been corrected.
• Trainer no longer depends on gretel-synthetics

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All PRs

• Clean up some imports by @mikeknep in #141
• Drop relational drawing spike by @mikeknep in #143
• Dependency tweaks by @mikeknep in #145
• Benchmark v2 by @mikeknep in #146
• Misc by @mikeknep in #148
• Remove column partitioning by @mikeknep in #144
• Move benchmark log setup out of init by @mikeknep in #149
• Export helper as fixture instead of importing from test package by @mikeknep in #147
• Cleanup by @mikeknep in #150
• Wrap record handler data download in smart_open by @mikeknep in #151

Full Changelog: v0.9.1...v0.10.0