Replace pickle with safer alternatives#13067
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Update slack release notification step
* use json.dump and json.load in count_vectors_featurizer and lexical_syntactic_featurizer instead of pickle * update load and persist in sklearn intent classifier * update persist and load in dietclassifier * update load and persist in sklearn intent classifier * use json.dump and json.load in tracker featurizers * update persist and load of TEDPolicy * updated unexpected intent policy persist and load of model utilities. * save and load fake features * rename patterns.pkl to patterns.json * update poetry.lock * ruff formatting * move skops import * add comments * clean up save_features and load_features * WIP: update model data saving and loading * add tests for save and load features * update tests for test_tracker_featurizer * update tests for test_tracker_featurizer * WIP: serialization of feature arrays. * update serialization and deserialization for feature array * remove not needed tests/utils/tensorflow/test_model_data_storage.py * start writing tests for feature array * update feature array tests * update tests * fix linting * add changelog * add new dependencies to .github/dependabot.yml * fix some tests * fix loading and saving of unexpected intent ted policy * fix linting issue * fix converting of features in cvf and lsf * fix lint issues * convert vocab in cvf * fix linting * update crf entity extractor * fix to_dict of crf_token * addressed type issues * ruff formatting * fix typing and lint issues * remove cloudpickle dependency * update logistic_regression_classifier and remove joblib as dependency * update formatting of pyproject.toml * next try: update formatting of pyproject.toml * update logging * update poetry.lock * refactor loading of lexical_syntactic_featurizer * rename FeatureMetadata.type -> FeatureMetadata.data_type * clean up tests test_features.py and test_crf_entity_extractor.py * update test_feature_array.py * check for type when loading tracker featurizer. * update changelog * fix line too long * move import of skops * Prepared release of version 3.10.9.dev1 (#1496) * prepared release of version 3.10.9.dev1 * update minimum model version * Check for 'step_id' and 'active_flow' keys in the metadata when adding 'ActionExecuted' event to flows paths stack. * fix parsing of commands * improve logging * formatting * add changelog * fix parse commands for multi step * [ATO-2985] - Windows model loading test (#1537) * Add test for model loading on windows * Improve the error message logged when handling the user message * Add a changelog * Fix Code Quality - line too long * Rasa-sdk-update (#1546) * all rasa-sdk micro updates * update poetry lock * update rasa-sdk in lock file * Remove trailing white sapce * Prepared release of version 3.10.11 (#1570) * prepared release of version 3.10.11 * add comments again in pyproject.toml * update poetry.lock * revert changes in github workflows * undo changes in pyproject.toml * update changelog * revert changes in github workflows * update poetry.lock * update poetry.lock
radovanZRasa
approved these changes
Jan 10, 2025
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🚀 A preview of the docs have been deployed at the following URL: https://13067--rasahq-docs-rasa-v2.netlify.app/docs/rasa |
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Proposed changes:
Replace
pickleandjoblibwith safer alternatives, e.g.json,safetensors, andskops, forserializing components.
Status (please check what you already did):
black(please check Readme for instructions)