:py:mod:`bluecast.tests.test_experiment_tracker`
================================================

.. py:module:: bluecast.tests.test_experiment_tracker


Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   bluecast.tests.test_experiment_tracker.experiment_tracker
   bluecast.tests.test_experiment_tracker.sample_training_config
   bluecast.tests.test_experiment_tracker.test_add_hyperparameter_results
   bluecast.tests.test_experiment_tracker.test_add_evaluation_results
   bluecast.tests.test_experiment_tracker.test_retrieve_results_as_df
   bluecast.tests.test_experiment_tracker.test_get_best_score_empty
   bluecast.tests.test_experiment_tracker.test_get_best_score_higher_is_better
   bluecast.tests.test_experiment_tracker.test_get_best_score_lower_is_better
   bluecast.tests.test_experiment_tracker.test_get_experiment_summary
   bluecast.tests.test_experiment_tracker.test_legacy_compatibility
   bluecast.tests.test_experiment_tracker.test_database_persistence
   bluecast.tests.test_experiment_tracker.test_temporary_database



.. py:function:: experiment_tracker()

   Create a temporary DuckDB-based experiment tracker for testing.


.. py:function:: sample_training_config()

   Create a sample training config for testing.


.. py:function:: test_add_hyperparameter_results(experiment_tracker, sample_training_config)

   Test adding hyperparameter tuning results.


.. py:function:: test_add_evaluation_results(experiment_tracker, sample_training_config)

   Test adding evaluation results.


.. py:function:: test_retrieve_results_as_df(experiment_tracker, sample_training_config)

   Test retrieving results as DataFrame.


.. py:function:: test_get_best_score_empty(experiment_tracker)

   Test getting best score when no results exist.


.. py:function:: test_get_best_score_higher_is_better(experiment_tracker, sample_training_config)

   Test getting best score for higher-is-better metric.


.. py:function:: test_get_best_score_lower_is_better(experiment_tracker, sample_training_config)

   Test getting best score for lower-is-better metric.


.. py:function:: test_get_experiment_summary(experiment_tracker, sample_training_config)

   Test getting experiment summary statistics.


.. py:function:: test_legacy_compatibility(experiment_tracker, sample_training_config)

   Test legacy compatibility properties.


.. py:function:: test_database_persistence()

   Test that data persists across tracker instances.


.. py:function:: test_temporary_database()

   Test that temporary database is created when no path provided.