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kedro-datasets-5.0.0
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@merelcht merelcht released this 10 Oct 18:29
· 42 commits to main since this release
kedro-datasets-5.0.0
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Major features and improvements

  • Removed support for Python 3.9
  • Added the following new experimental datasets:
Type Description Location
pytorch.PyTorchDataset A dataset for securely saving and loading PyTorch models kedro_datasets_experimental.pytorch
prophet.ProphetModelDataset A dataset for Meta's Prophet model for time series forecasting kedro_datasets_experimental.prophet
  • Added the following new core datasets:
Type Description Location
plotly.HTMLDataset A dataset for saving a plotly figure as HTML kedro_datasets.plotly

Bug fixes and other changes

  • Refactored all datasets to set fs_args defaults in the same way as load_args and save_args and not have hardcoded values in the save methods.
  • Fixed bug related to loading/saving models from/to remote storage using TensorFlowModelDataset.
  • Fixed deprecated load and save approaches of GBQTableDataset and GBQQueryDataset by invoking save and load directly over pandas-gbq lib
  • Fixed incorrect pandas optional dependency

Breaking Changes

  • Exposed load and save publicly for each dataset. This requires Kedro version 0.19.7 or higher.
  • Replaced the geopandas.GeoJSONDataset with geopandas.GenericDataset to support parquet and feather file formats.

Community contributions

Many thanks to the following Kedroids for contributing PRs to this release:

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