Feature/prov - #8

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jiribuchta wants to merge 51 commits into

Commits on Jul 21, 2026

Commits on Jul 22, 2026

feat: Introduce EnvironmentCallback for environment metadata capture
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fix: update manifest loading and improve MLFlow run handling
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feat: enhance MLFlow run handling in ProvenanceCallback and MLFlowLogger
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fix: update .gitignore and refactor MLFlowLogger run initialization
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docs: update README for user and dataset registration process
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feat: implement PROV-O document generation for user and dataset registration
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feat: enhance dataset and user registration with improved logging and error handling
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feat: enhance type hinting and improve code readability across multiple modules
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feat: adding docstrings
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feat: refactor __getattr__ to improve MLFlowLogger import handling
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feat: enhance error handling in _get_prov_prefixes and user lookup in ProvenanceCallback
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feat: improve code formatting and readability across multiple files
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feat: enhance get_prov_prefixes to validate JSON input and improve error handling
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feat: add scikit-learn dependency and improve dataset verification logic
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feat: Refactor provenance module: consolidate user registration and PROV-O document generation
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feat: remove default MLflow tracking URI setup from provenance module
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feat: remove unused imports and deprecated __getattr__ function from provenance module
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refactor: clean up whitespace and improve readability in provenance callback and run module
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fix: ensure dataset_run_id is properly formatted and handle file cleanup in user registration
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fix: format dataset_run_id assignment for improved readability in build_training_run_prov function
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Commits on Jul 29, 2026

Commits on Aug 3, 2026