[
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_create_anomaly",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_deviation_percentage",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_is_above_expected",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_severity_high",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_severity_low",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_severity_medium",
  "tests/unit/test_domain_models.py::TestAnomalyPoint::test_to_dict",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_create_valid_config",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_default_config",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_empty_quantiles",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_invalid_prediction_length",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_median_auto_added",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_quantile_out_of_range",
  "tests/unit/test_domain_models.py::TestForecastConfig::test_quantiles_sorted",
  "tests/unit/test_domain_models.py::TestForecastResult::test_create_valid_result",
  "tests/unit/test_domain_models.py::TestForecastResult::test_empty_result_raises_error",
  "tests/unit/test_domain_models.py::TestForecastResult::test_get_interval",
  "tests/unit/test_domain_models.py::TestForecastResult::test_get_quantile",
  "tests/unit/test_domain_models.py::TestForecastResult::test_get_quantile_not_found",
  "tests/unit/test_domain_models.py::TestForecastResult::test_median_length_mismatch",
  "tests/unit/test_domain_models.py::TestForecastResult::test_quantile_length_mismatch",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_create_valid_series",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_empty_series_raises_error",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_get_subset",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_non_numeric_values_raise_error",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_null_values_raise_error",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_timestamps_length_mismatch",
  "tests/unit/test_domain_models.py::TestTimeSeries::test_to_dict",
  "tests/unit/test_interfaces.py::TestIDataTransformer::test_cannot_instantiate",
  "tests/unit/test_interfaces.py::TestIDataTransformer::test_is_abstract",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_cannot_instantiate",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_is_abstract",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_validate_context_empty_dataframe",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_validate_context_missing_columns",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_validate_context_null_values",
  "tests/unit/test_interfaces.py::TestIForecastModel::test_validate_context_success",
  "tests/unit/test_logger.py::TestLogger::test_logger_custom_level",
  "tests/unit/test_logger.py::TestLogger::test_logger_different_levels",
  "tests/unit/test_logger.py::TestLogger::test_logger_has_handler",
  "tests/unit/test_logger.py::TestLogger::test_logger_level_from_settings",
  "tests/unit/test_logger.py::TestLogger::test_logger_no_duplicate_handlers",
  "tests/unit/test_logger.py::TestLogger::test_logger_output",
  "tests/unit/test_logger.py::TestLogger::test_setup_logger_basic",
  "tests/unit/test_services.py::TestAnomalyService::test_detect_anomalies_length_mismatch",
  "tests/unit/test_services.py::TestAnomalyService::test_detect_anomalies_success",
  "tests/unit/test_services.py::TestAnomalyService::test_get_anomaly_summary",
  "tests/unit/test_services.py::TestAnomalyService::test_init_service",
  "tests/unit/test_services.py::TestBacktestMetrics::test_create_metrics",
  "tests/unit/test_services.py::TestBacktestMetrics::test_to_dict",
  "tests/unit/test_services.py::TestBacktestService::test_calculate_metrics",
  "tests/unit/test_services.py::TestBacktestService::test_init_service",
  "tests/unit/test_services.py::TestBacktestService::test_simple_backtest_invalid_test_length",
  "tests/unit/test_services.py::TestBacktestService::test_simple_backtest_success",
  "tests/unit/test_services.py::TestForecastService::test_forecast_multi_series",
  "tests/unit/test_services.py::TestForecastService::test_forecast_multi_series_empty_list",
  "tests/unit/test_services.py::TestForecastService::test_forecast_univariate_invalid_series",
  "tests/unit/test_services.py::TestForecastService::test_forecast_univariate_success",
  "tests/unit/test_services.py::TestForecastService::test_init_service",
  "tests/unit/test_settings.py::TestSettings::test_cors_origins_is_list",
  "tests/unit/test_settings.py::TestSettings::test_default_values",
  "tests/unit/test_settings.py::TestSettings::test_get_settings_singleton",
  "tests/unit/test_settings.py::TestSettings::test_settings_from_env",
  "tests/unit/test_settings.py::TestSettings::test_settings_module_instance",
  "tests/unit/test_settings.py::TestSettingsValidation::test_api_version_format",
  "tests/unit/test_settings.py::TestSettingsValidation::test_device_map_valid",
  "tests/unit/test_settings.py::TestSettingsValidation::test_log_level_valid"
]