tstadel 60ff46e4e1
Log evaluation results to MLflow (#2337)
* track eval results in mlflow

* Update Documentation & Code Style

* add pipeline.yaml and environment info

* improve logging to mlflow

* Update Documentation & Code Style

* introduce ExperimentTracker

* Update Documentation & Code Style

* move modeling.utils.logger to utils.experiment_tracking

* renaming: tracker and TrackingHead

* Update Documentation & Code Style

* refactor env tracking

* fix pylint findings

* Update Documentation & Code Style

* rename MLFlowTrackingHead to MLflowTrackingHead

* implement dataset hash

* Update Documentation & Code Style

* set docstrings

* Update Documentation & Code Style

* introduce PipelineBundle and Corpus

* Update Documentation & Code Style

* support reusing index

* Update Documentation & Code Style

* rename Corpus to FileCorpus

* fix Corpus -> FileCorpus

* Update Documentation & Code Style

* resolve cyclic dependencies

* fix linter issues

* Update Documentation & Code Style

* remove helper classes

* Update Documentation & Code Style

* fix imports

* fix another unused import

* update docstrings

* Update Documentation & Code Style

* simplify usage of experiment tracking tools

* fix Literal import

* revert schema changes

* Update Documentation & Code Style

* always end run

* Update Documentation & Code Style

* fix mypy issue

* rename to execute_eval_run

* Update Documentation & Code Style

* fix merge of get_or_create_env_meta_data

* improve docstrings

* Update Documentation & Code Style

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
2022-04-25 20:14:48 +02:00
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