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

.. py:module:: bluecast.tests.test_error_analysis


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


Functions
~~~~~~~~~

.. autoapisummary::

   bluecast.tests.test_error_analysis.create_test_bluecast_instance
   bluecast.tests.test_error_analysis.create_test_bluecast_cv_instance
   bluecast.tests.test_error_analysis.sample_error_data
   bluecast.tests.test_error_analysis.duckdb_engine
   bluecast.tests.test_error_analysis.test_duckdb_error_analysis_engine_init
   bluecast.tests.test_error_analysis.test_duckdb_load_data
   bluecast.tests.test_error_analysis.test_duckdb_compute_statistics
   bluecast.tests.test_error_analysis.test_duckdb_create_visualizations
   bluecast.tests.test_error_analysis.test_out_of_fold_data_reader
   bluecast.tests.test_error_analysis.test_out_of_fold_data_reader_cv_error
   bluecast.tests.test_error_analysis.test_out_of_fold_data_reader_cv
   bluecast.tests.test_error_analysis.test_error_analyser_classification_mixin
   bluecast.tests.test_error_analysis.test_error_analyser_classification_full_pipeline
   bluecast.tests.test_error_analysis.test_error_analyser_classification_cv_full_pipeline
   bluecast.tests.test_error_analysis.test_error_analyser_wrong_method_calls
   bluecast.tests.test_error_analysis.test_error_distribution_plotter_mixin
   bluecast.tests.test_error_analysis.test_duckdb_create_visualizations_with_qq_plot
   bluecast.tests.test_error_analysis.test_error_distribution_plotter_mixin_plots



.. py:function:: create_test_bluecast_instance()

   Create a mock or a test instance of BlueCast


.. py:function:: create_test_bluecast_cv_instance()

   Create a mock BlueCastCV instance for testing


.. py:function:: sample_error_data()

   Create sample error analysis data for testing


.. py:function:: duckdb_engine()

   Create a DuckDB error analysis engine for testing


.. py:function:: test_duckdb_error_analysis_engine_init(duckdb_engine)

   Test DuckDB error analysis engine initialization


.. py:function:: test_duckdb_load_data(duckdb_engine, sample_error_data)

   Test loading data into DuckDB


.. py:function:: test_duckdb_compute_statistics(duckdb_engine, sample_error_data)

   Test computing error statistics


.. py:function:: test_duckdb_create_visualizations(duckdb_engine, sample_error_data)

   Test creating error visualizations


.. py:function:: test_out_of_fold_data_reader(create_test_bluecast_instance)

   Test OutOfFoldDataReader with proper error handling


.. py:function:: test_out_of_fold_data_reader_cv_error()

   Test that OutOfFoldDataReader properly fails for CV instances


.. py:function:: test_out_of_fold_data_reader_cv(create_test_bluecast_cv_instance)

   Test OutOfFoldDataReaderCV


.. py:function:: test_error_analyser_classification_mixin()

   Test ErrorAnalyserClassificationMixin functionality


.. py:function:: test_error_analyser_classification_full_pipeline(create_test_bluecast_instance)

   Test full ErrorAnalyserClassification pipeline


.. py:function:: test_error_analyser_classification_cv_full_pipeline(create_test_bluecast_cv_instance)

   Test full ErrorAnalyserClassificationCV pipeline


.. py:function:: test_error_analyser_wrong_method_calls()

   Test that wrong method calls raise appropriate errors


.. py:function:: test_error_distribution_plotter_mixin()

   Test ErrorDistributionPlotterMixin


.. py:function:: test_duckdb_create_visualizations_with_qq_plot(duckdb_engine)

   Ensure Q-Q plot branch is executed when enough samples are present


.. py:function:: test_error_distribution_plotter_mixin_plots()

   Exercise feature-level violin plotting path for classification