test_beta_mixture_has_unit_expectation_by_enumeration (test_anytime.AnytimeInferenceTests.test_beta_mixture_has_unit_expectation_by_enumeration) ... ok
test_interval_matches_independent_scipy_root (test_anytime.AnytimeInferenceTests.test_interval_matches_independent_scipy_root) ... ok
test_joint_absolute_risk_detects_all_plans_failing (test_anytime.AnytimeInferenceTests.test_joint_absolute_risk_detects_all_plans_failing) ... ok
test_posthoc_regret_bounds_against_independent_linear_program (test_anytime.AnytimeInferenceTests.test_posthoc_regret_bounds_against_independent_linear_program) ... ok
test_zero_disagreement_is_conservative_and_contracts (test_anytime.AnytimeInferenceTests.test_zero_disagreement_is_conservative_and_contracts) ... ok
test_anytime_intervals_and_absolute_risks_match_browser (test_anytime.BrowserParityTests.test_anytime_intervals_and_absolute_risks_match_browser) ... ok
test_combined_resource_cut_proves_impossibility (test_anytime.BrowserParityTests.test_combined_resource_cut_proves_impossibility) ... ok
test_simulator_and_fitted_model_match_python (test_anytime.BrowserParityTests.test_simulator_and_fitted_model_match_python) ... ok
test_forecast_and_schema_errors (test_api.LocalAPITests.test_forecast_and_schema_errors) ... ok
test_integration_matches_independent_browser_worlds_and_charges_training (test_decision_adapter.DecisionAdapterTests.test_integration_matches_independent_browser_worlds_and_charges_training) ... ok
test_cohort_is_unit_and_censoring_is_conservative (test_evaluation.CalibrationTests.test_cohort_is_unit_and_censoring_is_conservative) ... ok
test_order_statistic_finite_exchangeability_counting (test_evaluation.CalibrationTests.test_order_statistic_finite_exchangeability_counting) ... ok
test_adverse_feature_does_not_force_positive_control (test_evaluation.EvaluationTests.test_adverse_feature_does_not_force_positive_control) ... ok
test_empirical_bound_does_not_infer_zero_uncertainty (test_evaluation.EvaluationTests.test_empirical_bound_does_not_infer_zero_uncertainty) ... ok
test_fresh_holdout_covers_all_stages_and_certifies_large_effect (test_evaluation.EvaluationTests.test_fresh_holdout_covers_all_stages_and_certifies_large_effect) ... ok
test_imported_model_records_need_matched_independent_cases (test_evaluation.EvaluationTests.test_imported_model_records_need_matched_independent_cases) ... ok
test_nested_allocations_and_every_pair (test_evaluation.EvaluationTests.test_nested_allocations_and_every_pair) ... ok
test_target_baseline_has_no_pilot_or_cheap_calls (test_evaluation.EvaluationTests.test_target_baseline_has_no_pilot_or_cheap_calls) ... ok
test_exact_tv_optimizer_matches_simplex_grid (test_evaluation.TVTests.test_exact_tv_optimizer_matches_simplex_grid) ... ok
test_fragility_witness_and_infinite_case (test_evaluation.TVTests.test_fragility_witness_and_infinite_case) ... ok
test_finite_calibration_correction (test_model_benchmark.ModelBenchmarkTests.test_finite_calibration_correction) ... ok
test_independent_cohort_splits_and_cutoff_features (test_model_benchmark.ModelBenchmarkTests.test_independent_cohort_splits_and_cutoff_features) ... ok
test_joint_coverage_counts_cohorts_not_pilots (test_model_benchmark.ModelBenchmarkTests.test_joint_coverage_counts_cohorts_not_pilots) ... ok
test_restricted_target_preserves_censor_indicator (test_model_benchmark.ModelBenchmarkTests.test_restricted_target_preserves_censor_indicator) ... ok
test_selection_uses_predeclared_validation_eligibility (test_model_benchmark.ModelBenchmarkTests.test_selection_uses_predeclared_validation_eligibility) ... ok
test_common_world_cache_is_policy_paired_and_stream_matched (test_policy_adapter.PolicyAdapterTests.test_common_world_cache_is_policy_paired_and_stream_matched) ... ok
test_matched_total_costs_charge_pilot_and_keep_target_pilot_free (test_policy_adapter.PolicyAdapterTests.test_matched_total_costs_charge_pilot_and_keep_target_pilot_free) ... ok
test_unobservable_target_uses_explicit_finite_cdf (test_policy_adapter.PolicyAdapterTests.test_unobservable_target_uses_explicit_finite_cdf) ... ok
test_added_resources_keep_common_random_streams (test_simulator.SimulatorTests.test_added_resources_keep_common_random_streams) ... ok
test_already_complete_is_an_as_of_status_not_a_past_date (test_simulator.SimulatorTests.test_already_complete_is_an_as_of_status_not_a_past_date) ... ok
test_bernoulli_tiny_case_matches_independent_binomial_oracle (test_simulator.SimulatorTests.test_bernoulli_tiny_case_matches_independent_binomial_oracle) ... ok
test_csv_and_syllabus_validation (test_simulator.SimulatorTests.test_csv_and_syllabus_validation) ... ok
test_exact_tiny_schedule_one_event_per_day_and_stage_order (test_simulator.SimulatorTests.test_exact_tiny_schedule_one_event_per_day_and_stage_order) ... ok
test_failed_event_never_unlocks_prerequisite (test_simulator.SimulatorTests.test_failed_event_never_unlocks_prerequisite) ... ok
test_frozen_priority_response_cannot_override_resources (test_simulator.SimulatorTests.test_frozen_priority_response_cannot_override_resources) ... ok
test_invalid_configuration_is_rejected (test_simulator.SimulatorTests.test_invalid_configuration_is_rejected) ... ok
test_python_browser_reference_parity (test_simulator.SimulatorTests.test_python_browser_reference_parity) ... ok
test_resource_capacity_and_one_attempt_per_pilot_are_never_exceeded (test_simulator.SimulatorTests.test_resource_capacity_and_one_attempt_per_pilot_are_never_exceeded) ... ok
test_right_censoring_never_becomes_an_invented_graduation_date (test_simulator.SimulatorTests.test_right_censoring_never_becomes_an_invented_graduation_date) ... ok
test_shared_instructor_is_consumed_by_either_event_type (test_simulator.SimulatorTests.test_shared_instructor_is_consumed_by_either_event_type) ... ok
test_weekends_are_calendar_days_without_training (test_simulator.SimulatorTests.test_weekends_are_calendar_days_without_training) ... ok
test_random_mixtures_against_linear_program (test_tv_independent_lp.IndependentTVOracleTests.test_random_mixtures_against_linear_program) ... ok

----------------------------------------------------------------------
Ran 42 tests in 6.542s

OK
