test_data_residency.test_gdpr_policy  (tests\data_residency\test_data_residency.py:472)


test_data_residency.test_gdpr_storage  (tests\data_residency\test_data_residency.py:480)


test_data_residency.test_fedramp_policy  (tests\data_residency\test_data_residency.py:500)


test_data_residency.test_fedramp_storage  (tests\data_residency\test_data_residency.py:508)


test_hipaa_verification.verifier  (tests\domains\healthcare\test_hipaa_verification.py:51)


test_hipaa_verification.minimal_verifier  (tests\domains\healthcare\test_hipaa_verification.py:62)


test_hipaa_verification.sample_phi_text  (tests\domains\healthcare\test_hipaa_verification.py:73)


test_hipaa_verification.sample_clinical_record  (tests\domains\healthcare\test_hipaa_verification.py:91)


test_hipaa_verification.sample_ai_output  (tests\domains\healthcare\test_hipaa_verification.py:117)


test_hipaa_verification.TestPHIDetection  (tests\domains\healthcare\test_hipaa_verification.py:135)


test_hipaa_verification.TestPHICommitment  (tests\domains\healthcare\test_hipaa_verification.py:228)


test_hipaa_verification.TestRedactedProofs  (tests\domains\healthcare\test_hipaa_verification.py:322)


test_hipaa_verification.TestCFRPart11Compliance  (tests\domains\healthcare\test_hipaa_verification.py:450)


test_hipaa_verification.TestCryptoIntegration  (tests\domains\healthcare\test_hipaa_verification.py:561)


test_hipaa_verification.TestConvenienceFunctions  (tests\domains\healthcare\test_hipaa_verification.py:641)


test_hipaa_verification.TestEdgeCases  (tests\domains\healthcare\test_hipaa_verification.py:678)


test_hipaa_verification.TestSerialization  (tests\domains\healthcare\test_hipaa_verification.py:727)


test_hipaa_verification.test_detect_ssn  (tests\domains\healthcare\test_hipaa_verification.py:138)


test_hipaa_verification.test_detect_phone_number  (tests\domains\healthcare\test_hipaa_verification.py:146)


test_hipaa_verification.test_detect_email  (tests\domains\healthcare\test_hipaa_verification.py:154)


test_hipaa_verification.test_detect_date  (tests\domains\healthcare\test_hipaa_verification.py:162)


test_hipaa_verification.test_detect_mrn  (tests\domains\healthcare\test_hipaa_verification.py:170)


test_hipaa_verification.test_detect_ip_address  (tests\domains\healthcare\test_hipaa_verification.py:178)


test_hipaa_verification.test_detect_zip_code  (tests\domains\healthcare\test_hipaa_verification.py:186)


test_hipaa_verification.test_detect_multiple_phi  (tests\domains\healthcare\test_hipaa_verification.py:194)


test_hipaa_verification.test_detect_no_phi_in_clean_text  (tests\domains\healthcare\test_hipaa_verification.py:205)


test_hipaa_verification.test_phi_detection_confidence  (tests\domains\healthcare\test_hipaa_verification.py:213)


test_hipaa_verification.test_create_commitment_from_string  (tests\domains\healthcare\test_hipaa_verification.py:231)


test_hipaa_verification.test_create_commitment_from_dict  (tests\domains\healthcare\test_hipaa_verification.py:243)


test_hipaa_verification.test_commitment_includes_phi_types  (tests\domains\healthcare\test_hipaa_verification.py:251)


test_hipaa_verification.test_commitment_has_unique_id  (tests\domains\healthcare\test_hipaa_verification.py:259)


test_hipaa_verification.test_commitment_serialization  (tests\domains\healthcare\test_hipaa_verification.py:269)


test_hipaa_verification.test_verify_valid_commitment  (tests\domains\healthcare\test_hipaa_verification.py:282)


test_hipaa_verification.test_verify_invalid_commitment_wrong_data  (tests\domains\healthcare\test_hipaa_verification.py:295)


test_hipaa_verification.test_verify_invalid_commitment_wrong_blinding  (tests\domains\healthcare\test_hipaa_verification.py:307)


test_hipaa_verification.test_create_redacted_proof_standard  (tests\domains\healthcare\test_hipaa_verification.py:325)


test_hipaa_verification.test_redacted_proof_contains_no_phi  (tests\domains\healthcare\test_hipaa_verification.py:346)


test_hipaa_verification.test_redacted_proof_has_summary  (tests\domains\healthcare\test_hipaa_verification.py:364)


test_hipaa_verification.test_redacted_proof_verification  (tests\domains\healthcare\test_hipaa_verification.py:379)


test_hipaa_verification.test_redacted_proof_different_levels  (tests\domains\healthcare\test_hipaa_verification.py:395)


test_hipaa_verification.test_redacted_proof_maintains_compliance  (tests\domains\healthcare\test_hipaa_verification.py:415)


test_hipaa_verification.test_redacted_proof_unique_id  (tests\domains\healthcare\test_hipaa_verification.py:432)


test_hipaa_verification.test_electronic_signature_creation  (tests\domains\healthcare\test_hipaa_verification.py:453)


test_hipaa_verification.test_electronic_signature_has_components  (tests\domains\healthcare\test_hipaa_verification.py:470)


test_hipaa_verification.test_electronic_signature_cryptographic_binding  (tests\domains\healthcare\test_hipaa_verification.py:485)


test_hipaa_verification.test_cfr_audit_chain_creation  (tests\domains\healthcare\test_hipaa_verification.py:501)


test_hipaa_verification.test_cfr_audit_chain_integrity  (tests\domains\healthcare\test_hipaa_verification.py:521)


test_hipaa_verification.test_cfr_audit_retention_period  (tests\domains\healthcare\test_hipaa_verification.py:539)


test_hipaa_verification.test_verification_creates_signature  (tests\domains\healthcare\test_hipaa_verification.py:564)


test_hipaa_verification.test_verification_with_post_quantum  (tests\domains\healthcare\test_hipaa_verification.py:576)


test_hipaa_verification.test_temporal_proof_creation  (tests\domains\healthcare\test_hipaa_verification.py:584)


test_hipaa_verification.test_content_hash_consistency  (tests\domains\healthcare\test_hipaa_verification.py:594)


test_hipaa_verification.test_different_content_different_hash  (tests\domains\healthcare\test_hipaa_verification.py:603)


test_hipaa_verification.test_audit_trail_integration  (tests\domains\healthcare\test_hipaa_verification.py:610)


test_hipaa_verification.test_statistics_reporting  (tests\domains\healthcare\test_hipaa_verification.py:623)


test_hipaa_verification.test_verify_with_phi_protection_function  (tests\domains\healthcare\test_hipaa_verification.py:644)


test_hipaa_verification.test_create_redacted_proof_function  (tests\domains\healthcare\test_hipaa_verification.py:655)


test_hipaa_verification.test_global_verifier_instance  (tests\domains\healthcare\test_hipaa_verification.py:668)


test_hipaa_verification.test_empty_content  (tests\domains\healthcare\test_hipaa_verification.py:681)


test_hipaa_verification.test_large_content  (tests\domains\healthcare\test_hipaa_verification.py:688)


test_hipaa_verification.test_unicode_content  (tests\domains\healthcare\test_hipaa_verification.py:697)


test_hipaa_verification.test_minimal_verifier_works  (tests\domains\healthcare\test_hipaa_verification.py:709)


test_hipaa_verification.test_proof_to_dict  (tests\domains\healthcare\test_hipaa_verification.py:730)


test_hipaa_verification.test_proof_to_json  (tests\domains\healthcare\test_hipaa_verification.py:741)


test_hipaa_verification.test_commitment_to_json  (tests\domains\healthcare\test_hipaa_verification.py:751)


conftest._makefile_targets  (tests\e2e\conftest.py:28)


conftest._patched_subprocess_run  (tests\e2e\conftest.py:46)


conftest.patch_make_subprocess  (tests\e2e\conftest.py:82)


conftest.MockResult  (tests\e2e\conftest.py:64)


conftest.MockResultFail  (tests\e2e\conftest.py:71)


test_deploy_configs.TestEdgeDeployment  (tests\e2e\test_deploy_configs.py:12)


test_deploy_configs.TestCloudDeployment  (tests\e2e\test_deploy_configs.py:34)


test_deploy_configs.test_edge_compose_exists  (tests\e2e\test_deploy_configs.py:15)


test_deploy_configs.test_edge_config_valid  (tests\e2e\test_deploy_configs.py:18)


test_deploy_configs.test_cloud_compose_exists  (tests\e2e\test_deploy_configs.py:37)


test_deploy_configs.test_cloud_config_valid  (tests\e2e\test_deploy_configs.py:40)


test_docker_compose_stack.TestDockerComposeStack  (tests\e2e\test_docker_compose_stack.py:14)


test_docker_compose_stack.TestEdgeDeployment  (tests\e2e\test_docker_compose_stack.py:266)


test_docker_compose_stack.TestCloudDeployment  (tests\e2e\test_docker_compose_stack.py:296)


test_docker_compose_stack.docker_services  (tests\e2e\test_docker_compose_stack.py:18)


test_docker_compose_stack.test_all_services_running  (tests\e2e\test_docker_compose_stack.py:46)


test_docker_compose_stack.test_service_health_checks  (tests\e2e\test_docker_compose_stack.py:77)


test_docker_compose_stack.test_database_connectivity  (tests\e2e\test_docker_compose_stack.py:106)


test_docker_compose_stack.test_redis_connectivity  (tests\e2e\test_docker_compose_stack.py:120)


test_docker_compose_stack.test_prometheus_metrics  (tests\e2e\test_docker_compose_stack.py:134)


test_docker_compose_stack.test_grafana_access  (tests\e2e\test_docker_compose_stack.py:151)


test_docker_compose_stack.test_traefik_routing  (tests\e2e\test_docker_compose_stack.py:163)


test_docker_compose_stack.test_inter_service_communication  (tests\e2e\test_docker_compose_stack.py:177)


test_docker_compose_stack.test_service_logs  (tests\e2e\test_docker_compose_stack.py:195)


test_docker_compose_stack.test_service_restart_recovery  (tests\e2e\test_docker_compose_stack.py:211)


test_docker_compose_stack.test_volume_persistence  (tests\e2e\test_docker_compose_stack.py:241)


test_docker_compose_stack.test_edge_compose_exists  (tests\e2e\test_docker_compose_stack.py:269)


test_docker_compose_stack.test_edge_config_valid  (tests\e2e\test_docker_compose_stack.py:273)


test_docker_compose_stack.test_cloud_compose_exists  (tests\e2e\test_docker_compose_stack.py:299)


test_docker_compose_stack.test_cloud_config_valid  (tests\e2e\test_docker_compose_stack.py:303)


test_ropa_base_correlation.TestRopaDocExists  (tests\e2e\test_ropa_base_correlation.py:46)


test_ropa_base_correlation.TestMakeTargetsAndPaths  (tests\e2e\test_ropa_base_correlation.py:59)


test_ropa_base_correlation.TestMakeDryRun  (tests\e2e\test_ropa_base_correlation.py:75)


test_ropa_base_correlation.TestDiagramsExistAndReferenceCode  (tests\e2e\test_ropa_base_correlation.py:119)


test_ropa_base_correlation.TestVerifiableLabPaths  (tests\e2e\test_ropa_base_correlation.py:144)


test_ropa_base_correlation.test_ropa_doc_path_exists  (tests\e2e\test_ropa_base_correlation.py:49)


test_ropa_base_correlation.test_ropa_doc_mentions_proc_20_24  (tests\e2e\test_ropa_base_correlation.py:52)


test_ropa_base_correlation.test_path_exists  (tests\e2e\test_ropa_base_correlation.py:63)


test_ropa_base_correlation.test_ropa_doc_mentions_path_or_target  (tests\e2e\test_ropa_base_correlation.py:68)


test_ropa_base_correlation.test_proof_certificate_dry_run  (tests\e2e\test_ropa_base_correlation.py:78)


test_ropa_base_correlation.test_validate_ak175_dry_run  (tests\e2e\test_ropa_base_correlation.py:88)


test_ropa_base_correlation.test_validate_dry_run  (tests\e2e\test_ropa_base_correlation.py:98)


test_ropa_base_correlation.test_test_rahr_dry_run  (tests\e2e\test_ropa_base_correlation.py:108)


test_ropa_base_correlation.test_diagrams_dir_exists  (tests\e2e\test_ropa_base_correlation.py:122)


test_ropa_base_correlation.test_diagram_exists_and_contains_components  (tests\e2e\test_ropa_base_correlation.py:126)


test_ropa_base_correlation.test_rahr_diagram_mentions_entropy_or_struct  (tests\e2e\test_ropa_base_correlation.py:133)


test_ropa_base_correlation.test_proof_bundle_diagram_mentions_rahr_or_crypto  (tests\e2e\test_ropa_base_correlation.py:138)


test_ropa_base_correlation.test_rahr_test_file_exists  (tests\e2e\test_ropa_base_correlation.py:147)


test_ropa_base_correlation.test_byzantine_test_file_exists  (tests\e2e\test_ropa_base_correlation.py:150)


test_ropa_base_correlation.test_ropa_test_file_exists  (tests\e2e\test_ropa_base_correlation.py:153)


test_ropa_base_correlation.test_entropy_router_module_exists  (tests\e2e\test_ropa_base_correlation.py:156)


test_ropa_base_correlation.test_proof_signer_or_ropa_bundle_exists  (tests\e2e\test_ropa_base_correlation.py:162)


test_shield_e2e.client  (tests\e2e\test_shield_e2e.py:14)


test_shield_e2e.test_health_returns_200  (tests\e2e\test_shield_e2e.py:30)


test_shield_e2e.test_shield_health_returns_200  (tests\e2e\test_shield_e2e.py:39)


test_shield_e2e.test_shield_route_fast_code  (tests\e2e\test_shield_e2e.py:52)


test_shield_e2e.test_shield_route_deep_reason  (tests\e2e\test_shield_e2e.py:71)


test_shield_e2e.test_shield_route_safe_summary  (tests\e2e\test_shield_e2e.py:88)


test_shield_e2e.test_shield_policy_check_allowed  (tests\e2e\test_shield_e2e.py:105)


test_shield_e2e.test_shield_policy_check_high_risk  (tests\e2e\test_shield_e2e.py:119)


test_shield_e2e.test_shield_checkpoint_create_and_get  (tests\e2e\test_shield_e2e.py:134)


test_shield_e2e.test_shield_checkpoint_get_404  (tests\e2e\test_shield_e2e.py:168)


test_shield_e2e.test_shield_full_flow  (tests\e2e\test_shield_e2e.py:176)


test_core.TestBFTShannonConsensusInit  (tests\f_framework\test_core.py:35)


test_core.TestShannonCapacity  (tests\f_framework\test_core.py:57)


test_core.TestVerifyWithShannon  (tests\f_framework\test_core.py:96)


test_core.TestAevionMultiProverBFTInit  (tests\f_framework\test_core.py:157)


test_core.TestAggregateVerificationResults  (tests\f_framework\test_core.py:171)


test_core.TestGenerateCertificate  (tests\f_framework\test_core.py:231)


test_core.TestMorphism  (tests\f_framework\test_core.py:258)


test_core.TestLean4CategoryBridge  (tests\f_framework\test_core.py:307)


test_core.TestGDPRDifferentialPrivacyBridge  (tests\f_framework\test_core.py:393)


test_core.TestMerkleZKCommitment  (tests\f_framework\test_core.py:501)


test_core.TestAevionFFrameworkSystem  (tests\f_framework\test_core.py:614)


test_core.test_n_nodes_zero_raises  (tests\f_framework\test_core.py:36)


test_core.test_n_nodes_negative_raises  (tests\f_framework\test_core.py:40)


test_core.test_n_nodes_one_valid  (tests\f_framework\test_core.py:44)


test_core.test_f_threshold_small  (tests\f_framework\test_core.py:48)


test_core.test_f_threshold_large  (tests\f_framework\test_core.py:52)


test_core.setup_method  (tests\f_framework\test_core.py:58)


test_core.test_p_zero_returns_one  (tests\f_framework\test_core.py:61)


test_core.test_p_one_returns_one  (tests\f_framework\test_core.py:64)


test_core.test_p_half_returns_zero  (tests\f_framework\test_core.py:67)


test_core.test_p_small_positive  (tests\f_framework\test_core.py:71)


test_core.test_p_near_half_small_capacity  (tests\f_framework\test_core.py:76)


test_core.test_capacity_symmetric  (tests\f_framework\test_core.py:80)


test_core.test_capacity_monotone_decreasing  (tests\f_framework\test_core.py:86)


test_core.test_out_of_bounds_clamped  (tests\f_framework\test_core.py:90)


test_core.setup_method  (tests\f_framework\test_core.py:97)


test_core.test_empty_proposals_fails  (tests\f_framework\test_core.py:100)


test_core.test_unanimous_hard_consensus  (tests\f_framework\test_core.py:106)


test_core.test_near_unanimous_hard_consensus  (tests\f_framework\test_core.py:114)


test_core.test_soft_consensus_region  (tests\f_framework\test_core.py:119)


test_core.test_failed_region_tie  (tests\f_framework\test_core.py:127)


test_core.test_result_keys_present  (tests\f_framework\test_core.py:135)


test_core.test_n_nodes_and_f_threshold_correct  (tests\f_framework\test_core.py:141)


test_core.test_capacity_present  (tests\f_framework\test_core.py:146)


test_core.test_empty_provers_raises  (tests\f_framework\test_core.py:158)


test_core.test_single_prover_valid  (tests\f_framework\test_core.py:162)


test_core.test_provers_stored  (tests\f_framework\test_core.py:166)


test_core.setup_method  (tests\f_framework\test_core.py:172)


test_core.test_wrong_result_count_raises  (tests\f_framework\test_core.py:176)


test_core.test_unanimous_proved_hard_consensus  (tests\f_framework\test_core.py:180)


test_core.test_unanimous_generates_certificate  (tests\f_framework\test_core.py:186)


test_core.test_soft_consensus_no_certificate  (tests\f_framework\test_core.py:193)


test_core.test_failed_no_certificate  (tests\f_framework\test_core.py:204)


test_core.test_prover_breakdown_present  (tests\f_framework\test_core.py:212)


test_core.test_prover_breakdown_names  (tests\f_framework\test_core.py:218)


test_core.test_breakdown_preserves_extra_fields  (tests\f_framework\test_core.py:224)


test_core.test_certificate_contains_cage_code  (tests\f_framework\test_core.py:232)


test_core.test_certificate_contains_patent  (tests\f_framework\test_core.py:239)


test_core.test_certificate_is_multiline  (tests\f_framework\test_core.py:245)


test_core.test_compose_mismatched_raises  (tests\f_framework\test_core.py:259)


test_core.test_compose_matched_source_target  (tests\f_framework\test_core.py:265)


test_core.test_compose_proof_term_format  (tests\f_framework\test_core.py:272)


test_core.test_compose_same_prover_preserved  (tests\f_framework\test_core.py:279)


test_core.test_compose_different_provers_merged  (tests\f_framework\test_core.py:285)


test_core.test_default_prover_is_lean4  (tests\f_framework\test_core.py:291)


test_core.test_compose_returns_morphism  (tests\f_framework\test_core.py:295)


test_core.setup_method  (tests\f_framework\test_core.py:308)


test_core.test_lean_proof_defaults  (tests\f_framework\test_core.py:311)


test_core.test_lean_proof_custom_fields  (tests\f_framework\test_core.py:318)


test_core.test_compose_proofs_valid  (tests\f_framework\test_core.py:331)


test_core.test_compose_proofs_mismatched_raises  (tests\f_framework\test_core.py:339)


test_core.test_verify_system_empty_fails  (tests\f_framework\test_core.py:345)


test_core.test_verify_system_single_component  (tests\f_framework\test_core.py:351)


test_core.test_verify_system_chain  (tests\f_framework\test_core.py:359)


test_core.test_verify_system_mismatch_fails  (tests\f_framework\test_core.py:371)


test_core.test_verify_system_result_keys  (tests\f_framework\test_core.py:380)


test_core.setup_method  (tests\f_framework\test_core.py:394)


test_core.test_zero_noise_returns_inf  (tests\f_framework\test_core.py:397)


test_core.test_zero_delta_returns_inf  (tests\f_framework\test_core.py:403)


test_core.test_negative_noise_returns_inf  (tests\f_framework\test_core.py:409)


test_core.test_gaussian_formula_correct  (tests\f_framework\test_core.py:415)


test_core.test_risk_tier_minimal  (tests\f_framework\test_core.py:421)


test_core.test_risk_tier_low  (tests\f_framework\test_core.py:429)


test_core.test_risk_tier_medium  (tests\f_framework\test_core.py:432)


test_core.test_risk_tier_high  (tests\f_framework\test_core.py:435)


test_core.test_risk_tier_boundary_minimal_low  (tests\f_framework\test_core.py:438)


test_core.test_risk_tier_boundary_low_medium  (tests\f_framework\test_core.py:442)


test_core.test_risk_tier_boundary_medium_high  (tests\f_framework\test_core.py:446)


test_core.test_check_gdpr_compliant_system  (tests\f_framework\test_core.py:450)


test_core.test_check_gdpr_non_compliant  (tests\f_framework\test_core.py:458)


test_core.test_check_gdpr_articles_present  (tests\f_framework\test_core.py:466)


test_core.test_check_gdpr_result_keys  (tests\f_framework\test_core.py:472)


test_core.test_check_gdpr_default_system_name  (tests\f_framework\test_core.py:478)


test_core.test_check_gdpr_custom_system_name  (tests\f_framework\test_core.py:482)


test_core.test_generate_gdpr_certificate_is_string  (tests\f_framework\test_core.py:486)


test_core.test_generate_gdpr_certificate_contains_cage  (tests\f_framework\test_core.py:491)


test_core.setup_method  (tests\f_framework\test_core.py:502)


test_core.test_commit_returns_hex_string  (tests\f_framework\test_core.py:505)


test_core.test_different_values_different_commits  (tests\f_framework\test_core.py:511)


test_core.test_same_instance_same_commit  (tests\f_framework\test_core.py:516)


test_core.test_different_instances_different_commits  (tests\f_framework\test_core.py:522)


test_core.test_merkle_root_empty  (tests\f_framework\test_core.py:529)


test_core.test_merkle_root_single  (tests\f_framework\test_core.py:534)


test_core.test_merkle_root_two  (tests\f_framework\test_core.py:539)


test_core.test_merkle_root_odd_length  (tests\f_framework\test_core.py:544)


test_core.test_merkle_root_deterministic  (tests\f_framework\test_core.py:549)


test_core.test_merkle_root_order_matters  (tests\f_framework\test_core.py:555)


test_core.test_merkle_proof_and_verify_roundtrip  (tests\f_framework\test_core.py:560)


test_core.test_merkle_proof_wrong_leaf_fails  (tests\f_framework\test_core.py:568)


test_core.test_merkle_proof_empty_raises  (tests\f_framework\test_core.py:575)


test_core.test_merkle_proof_out_of_bounds_raises  (tests\f_framework\test_core.py:579)


test_core.test_prove_not_in_banned_list_compliant  (tests\f_framework\test_core.py:583)


test_core.test_prove_not_in_banned_list_non_compliant  (tests\f_framework\test_core.py:591)


test_core.test_prove_result_keys  (tests\f_framework\test_core.py:597)


test_core.test_prove_privacy_guarantee_string  (tests\f_framework\test_core.py:603)


test_core.setup_method  (tests\f_framework\test_core.py:615)


test_core.test_software_spec_type  (tests\f_framework\test_core.py:618)


test_core.test_hardware_spec_type  (tests\f_framework\test_core.py:625)


test_core.test_crypto_spec_type  (tests\f_framework\test_core.py:631)


test_core.test_unknown_spec_type_falls_back_to_software  (tests\f_framework\test_core.py:637)


test_core.test_result_has_bft_consensus  (tests\f_framework\test_core.py:644)


test_core.test_result_has_gdpr_compliance  (tests\f_framework\test_core.py:651)


test_core.test_result_has_supplier_proofs_empty_by_default  (tests\f_framework\test_core.py:658)


test_core.test_result_has_supplier_proofs_when_provided  (tests\f_framework\test_core.py:664)


test_core.test_supplier_proof_has_commitment  (tests\f_framework\test_core.py:672)


test_core.test_result_has_master_certificate_string  (tests\f_framework\test_core.py:682)


test_core.test_result_has_overall_status  (tests\f_framework\test_core.py:690)


test_core.test_result_has_timestamp  (tests\f_framework\test_core.py:696)


test_core.test_result_has_model_path  (tests\f_framework\test_core.py:702)


test_core.test_generate_master_certificate_standalone  (tests\f_framework\test_core.py:708)


test_core.test_deterministic_mock_results  (tests\f_framework\test_core.py:717)


family_variance_test.simulate_ensemble  (tests\family_variance_test.py:11)


family_variance_test.run_simulation  (tests\family_variance_test.py:68)


test_framework_models.TestDecisionType  (tests\frameworks\test_framework_models.py:23)


test_framework_models.TestODDStatus  (tests\frameworks\test_framework_models.py:48)


test_framework_models.TestAutonomyLevel  (tests\frameworks\test_framework_models.py:66)


test_framework_models.TestVAClaim  (tests\frameworks\test_framework_models.py:85)


test_framework_models.TestLNNOutput  (tests\frameworks\test_framework_models.py:141)


test_framework_models.TestBFTConsensusResult  (tests\frameworks\test_framework_models.py:185)


test_framework_models.test_has_four_values  (tests\frameworks\test_framework_models.py:24)


test_framework_models.test_approve_value  (tests\frameworks\test_framework_models.py:27)


test_framework_models.test_deny_value  (tests\frameworks\test_framework_models.py:30)


test_framework_models.test_defer_value  (tests\frameworks\test_framework_models.py:33)


test_framework_models.test_escalate_value  (tests\frameworks\test_framework_models.py:36)


test_framework_models.test_is_enum  (tests\frameworks\test_framework_models.py:39)


test_framework_models.test_has_three_values  (tests\frameworks\test_framework_models.py:49)


test_framework_models.test_in_odd_value  (tests\frameworks\test_framework_models.py:52)


test_framework_models.test_edge_odd_value  (tests\frameworks\test_framework_models.py:55)


test_framework_models.test_out_of_odd_value  (tests\frameworks\test_framework_models.py:58)


test_framework_models.test_six_levels  (tests\frameworks\test_framework_models.py:67)


test_framework_models.test_level_0_value  (tests\frameworks\test_framework_models.py:70)


test_framework_models.test_level_5_value  (tests\frameworks\test_framework_models.py:73)


test_framework_models.test_ascending_values  (tests\frameworks\test_framework_models.py:76)


test_framework_models._make  (tests\frameworks\test_framework_models.py:86)


test_framework_models.test_claim_id  (tests\frameworks\test_framework_models.py:98)


test_framework_models.test_condition  (tests\frameworks\test_framework_models.py:102)


test_framework_models.test_in_service_event  (tests\frameworks\test_framework_models.py:106)


test_framework_models.test_to_dict_keys  (tests\frameworks\test_framework_models.py:110)


test_framework_models.test_to_dict_round_trip  (tests\frameworks\test_framework_models.py:122)


test_framework_models.test_default_metadata_empty  (tests\frameworks\test_framework_models.py:128)


test_framework_models.test_is_dataclass  (tests\frameworks\test_framework_models.py:132)


test_framework_models._make  (tests\frameworks\test_framework_models.py:142)


test_framework_models.test_claim_id  (tests\frameworks\test_framework_models.py:154)


test_framework_models.test_confidence  (tests\frameworks\test_framework_models.py:158)


test_framework_models.test_truth_bounds_tuple  (tests\frameworks\test_framework_models.py:162)


test_framework_models.test_truth_bounds_ordered  (tests\frameworks\test_framework_models.py:167)


test_framework_models.test_no_contradictions  (tests\frameworks\test_framework_models.py:172)


test_framework_models.test_is_dataclass  (tests\frameworks\test_framework_models.py:176)


test_framework_models.test_can_be_instantiated  (tests\frameworks\test_framework_models.py:186)


test_xgml_generator.test_tpm2_interface_basic  (tests\frameworks\test_xgml_generator.py:6)


test_verification_router.TestVerificationRouter  (tests\graduated_verification\test_verification_router.py:12)


test_verification_router.TestDomainRouting  (tests\graduated_verification\test_verification_router.py:121)


test_verification_router.TestThroughputEstimation  (tests\graduated_verification\test_verification_router.py:184)


test_verification_router.TestDynamicLevelSelector  (tests\graduated_verification\test_verification_router.py:227)


test_verification_router.test_trivial_level_selection  (tests\graduated_verification\test_verification_router.py:15)


test_verification_router.test_low_level_selection  (tests\graduated_verification\test_verification_router.py:29)


test_verification_router.test_critical_medical_selection  (tests\graduated_verification\test_verification_router.py:43)


test_verification_router.test_critical_defense_weapons  (tests\graduated_verification\test_verification_router.py:58)


test_verification_router.test_high_risk_medication_detection  (tests\graduated_verification\test_verification_router.py:72)


test_verification_router.test_level_configs  (tests\graduated_verification\test_verification_router.py:89)


test_verification_router.test_critical_level_config  (tests\graduated_verification\test_verification_router.py:100)


test_verification_router.test_medium_level_config  (tests\graduated_verification\test_verification_router.py:110)


test_verification_router.test_autonomous_vehicle_routing  (tests\graduated_verification\test_verification_router.py:124)


test_verification_router.test_financial_high_value_routing  (tests\graduated_verification\test_verification_router.py:139)


test_verification_router.test_finance_medium_value_routing  (tests\graduated_verification\test_verification_router.py:154)


test_verification_router.test_aviation_routing  (tests\graduated_verification\test_verification_router.py:169)


test_verification_router.test_throughput_calculation  (tests\graduated_verification\test_verification_router.py:187)


test_verification_router.test_routing_stats  (tests\graduated_verification\test_verification_router.py:211)


test_verification_router.test_escalation_detection  (tests\graduated_verification\test_verification_router.py:230)


test_tpm_trust_anchor.TestTPMTrustAnchor  (tests\hardware_trust\test_tpm_trust_anchor.py:12)


test_tpm_trust_anchor.TestTPMCompliance  (tests\hardware_trust\test_tpm_trust_anchor.py:126)


test_tpm_trust_anchor.test_initialization_software_mode  (tests\hardware_trust\test_tpm_trust_anchor.py:15)


test_tpm_trust_anchor.test_certificate_generation  (tests\hardware_trust\test_tpm_trust_anchor.py:21)


test_tpm_trust_anchor.test_xgml_output  (tests\hardware_trust\test_tpm_trust_anchor.py:50)


test_tpm_trust_anchor.test_hardware_verification  (tests\hardware_trust\test_tpm_trust_anchor.py:69)


test_tpm_trust_anchor.test_compliance_status  (tests\hardware_trust\test_tpm_trust_anchor.py:88)


test_tpm_trust_anchor.test_hardware_manager_certification  (tests\hardware_trust\test_tpm_trust_anchor.py:102)


test_tpm_trust_anchor.test_hardware_manager_compliance  (tests\hardware_trust\test_tpm_trust_anchor.py:114)


test_tpm_trust_anchor.test_cmmc_level_requirements  (tests\hardware_trust\test_tpm_trust_anchor.py:129)


test_tpm_trust_anchor.test_fips_140_2_compliance  (tests\hardware_trust\test_tpm_trust_anchor.py:141)


test_asyncspade.TestAsyncSpadeConfig  (tests\inference\test_asyncspade.py:18)


test_asyncspade.TestAsyncSpadeEngineInit  (tests\inference\test_asyncspade.py:40)


test_asyncspade.TestDecode  (tests\inference\test_asyncspade.py:64)


test_asyncspade.TestDecodeAsync  (tests\inference\test_asyncspade.py:106)


test_asyncspade.TestGetStats  (tests\inference\test_asyncspade.py:123)


test_asyncspade.TestPredictNextQuery  (tests\inference\test_asyncspade.py:148)


test_asyncspade.test_defaults  (tests\inference\test_asyncspade.py:19)


test_asyncspade.test_custom_config  (tests\inference\test_asyncspade.py:29)


test_asyncspade.test_default_init  (tests\inference\test_asyncspade.py:41)


test_asyncspade.test_custom_config  (tests\inference\test_asyncspade.py:46)


test_asyncspade.test_model_dim_stored  (tests\inference\test_asyncspade.py:51)


test_asyncspade.test_default_model_dim_none  (tests\inference\test_asyncspade.py:55)


test_asyncspade.setup_method  (tests\inference\test_asyncspade.py:65)


test_asyncspade.test_decode_returns_dict  (tests\inference\test_asyncspade.py:68)


test_asyncspade.test_decode_has_required_keys  (tests\inference\test_asyncspade.py:72)


test_asyncspade.test_decode_sparsity_ratio  (tests\inference\test_asyncspade.py:79)


test_asyncspade.test_decode_latency_positive  (tests\inference\test_asyncspade.py:83)


test_asyncspade.test_decode_increments_request_count  (tests\inference\test_asyncspade.py:87)


test_asyncspade.test_request_id_sequential  (tests\inference\test_asyncspade.py:92)


test_asyncspade.test_decode_accepts_attention_mask  (tests\inference\test_asyncspade.py:97)


test_asyncspade.test_decode_async_returns_same_structure  (tests\inference\test_asyncspade.py:107)


test_asyncspade.test_decode_async_increments_count  (tests\inference\test_asyncspade.py:113)


test_asyncspade.test_initial_stats  (tests\inference\test_asyncspade.py:124)


test_asyncspade.test_stats_after_decode  (tests\inference\test_asyncspade.py:129)


test_asyncspade.test_stats_config_present  (tests\inference\test_asyncspade.py:136)


test_asyncspade.test_predict_without_torch_returns_input  (tests\inference\test_asyncspade.py:149)


test_asyncspade.test_predict_with_torch_tensor  (tests\inference\test_asyncspade.py:157)


test_ensemble_runner.test_guardrail_short_circuit  (tests\inference\test_ensemble_runner.py:14)


test_ensemble_runner.test_majority_vote_prefers_count_then_confidence  (tests\inference\test_ensemble_runner.py:21)


test_ensemble_runner.test_majority_vote_tiebreak_confidence_then_latency  (tests\inference\test_ensemble_runner.py:30)


test_ensemble_runner.test_mock_backend_fallback  (tests\inference\test_ensemble_runner.py:38)


test_hf_super_ralph_smoke.test_super_ralph_answers_math  (tests\inference\test_hf_super_ralph_smoke.py:16)


test_query_predictor.TestQueryComplexity  (tests\inference\test_query_predictor.py:16)


test_query_predictor.TestQueryPrediction  (tests\inference\test_query_predictor.py:34)


test_query_predictor.TestQueryPredictorInit  (tests\inference\test_query_predictor.py:64)


test_query_predictor.TestPredict  (tests\inference\test_query_predictor.py:82)


test_query_predictor.TestCallForward  (tests\inference\test_query_predictor.py:146)


test_query_predictor.test_has_four_values  (tests\inference\test_query_predictor.py:17)


test_query_predictor.test_simple_value  (tests\inference\test_query_predictor.py:20)


test_query_predictor.test_very_complex_value  (tests\inference\test_query_predictor.py:23)


test_query_predictor.test_is_string_enum  (tests\inference\test_query_predictor.py:26)


test_query_predictor.test_default_complexity  (tests\inference\test_query_predictor.py:35)


test_query_predictor.test_default_confidence  (tests\inference\test_query_predictor.py:39)


test_query_predictor.test_default_estimated_tokens  (tests\inference\test_query_predictor.py:43)


test_query_predictor.test_default_metadata_empty_dict  (tests\inference\test_query_predictor.py:47)


test_query_predictor.test_custom_complexity  (tests\inference\test_query_predictor.py:51)


test_query_predictor.test_is_dataclass  (tests\inference\test_query_predictor.py:55)


test_query_predictor.test_default_model_dim_none  (tests\inference\test_query_predictor.py:65)


test_query_predictor.test_custom_model_dim  (tests\inference\test_query_predictor.py:69)


test_query_predictor.test_default_complexity  (tests\inference\test_query_predictor.py:73)


test_query_predictor.test_returns_query_prediction  (tests\inference\test_query_predictor.py:83)


test_query_predictor.test_short_query_is_simple  (tests\inference\test_query_predictor.py:88)


test_query_predictor.test_medium_query_is_moderate  (tests\inference\test_query_predictor.py:93)


test_query_predictor.test_long_query_is_complex  (tests\inference\test_query_predictor.py:99)


test_query_predictor.test_very_long_query_is_very_complex  (tests\inference\test_query_predictor.py:105)


test_query_predictor.test_complex_keyword_bumps_simple_to_moderate  (tests\inference\test_query_predictor.py:111)


test_query_predictor.test_confidence_in_valid_range  (tests\inference\test_query_predictor.py:118)


test_query_predictor.test_estimated_tokens_at_least_word_count  (tests\inference\test_query_predictor.py:123)


test_query_predictor.test_estimated_tokens_minimum_64  (tests\inference\test_query_predictor.py:129)


test_query_predictor.test_complex_keyword_boosts_confidence  (tests\inference\test_query_predictor.py:134)


test_query_predictor.test_returns_input_when_torch_unavailable  (tests\inference\test_query_predictor.py:147)


test_query_predictor.test_returns_input_for_list  (tests\inference\test_query_predictor.py:153)


test_snapstream.TestSnapStreamConfig  (tests\inference\test_snapstream.py:16)


test_snapstream.TestSnapStreamCacheInit  (tests\inference\test_snapstream.py:51)


test_snapstream.TestIdentifyAttentionSinks  (tests\inference\test_snapstream.py:70)


test_snapstream.TestIdentifyHeavyHitters  (tests\inference\test_snapstream.py:102)


test_snapstream.TestGetCompressionStats  (tests\inference\test_snapstream.py:119)


test_snapstream.TestCompressFallback  (tests\inference\test_snapstream.py:144)


test_snapstream.test_default_attention_sink_size  (tests\inference\test_snapstream.py:17)


test_snapstream.test_default_heavy_hitter_ratio  (tests\inference\test_snapstream.py:21)


test_snapstream.test_default_recent_window_size  (tests\inference\test_snapstream.py:25)


test_snapstream.test_default_compression_ratio  (tests\inference\test_snapstream.py:29)


test_snapstream.test_default_max_cache_size  (tests\inference\test_snapstream.py:33)


test_snapstream.test_custom_config  (tests\inference\test_snapstream.py:37)


test_snapstream.test_is_dataclass  (tests\inference\test_snapstream.py:42)


test_snapstream.test_default_config  (tests\inference\test_snapstream.py:52)


test_snapstream.test_custom_config  (tests\inference\test_snapstream.py:56)


test_snapstream.test_initial_cache_empty  (tests\inference\test_snapstream.py:61)


test_snapstream.test_returns_list  (tests\inference\test_snapstream.py:71)


test_snapstream.test_sink_positions_from_zero  (tests\inference\test_snapstream.py:76)


test_snapstream.test_capped_by_seq_len  (tests\inference\test_snapstream.py:81)


test_snapstream.test_zero_seq_len_returns_empty  (tests\inference\test_snapstream.py:87)


test_snapstream.test_length_at_most_sink_size  (tests\inference\test_snapstream.py:92)


test_snapstream.test_returns_empty_without_torch  (tests\inference\test_snapstream.py:103)


test_snapstream.test_accepts_none_like_scores  (tests\inference\test_snapstream.py:109)


test_snapstream.test_empty_stats_default  (tests\inference\test_snapstream.py:120)


test_snapstream.test_default_compression_ratio_one  (tests\inference\test_snapstream.py:128)


test_snapstream.test_default_lengths_zero  (tests\inference\test_snapstream.py:133)


test_snapstream.test_compress_returns_three_values  (tests\inference\test_snapstream.py:147)


test_snapstream.test_compress_updates_stats  (tests\inference\test_snapstream.py:158)


test_verified_pipeline.TestClaimCriticality  (tests\inference\test_verified_pipeline.py:35)


test_verified_pipeline.TestVerificationLayer  (tests\inference\test_verified_pipeline.py:44)


test_verified_pipeline.TestInputValidationResult  (tests\inference\test_verified_pipeline.py:57)


test_verified_pipeline.TestInferenceResult  (tests\inference\test_verified_pipeline.py:78)


test_verified_pipeline.TestSelfVerificationResult  (tests\inference\test_verified_pipeline.py:98)


test_verified_pipeline.TestConsensusResult  (tests\inference\test_verified_pipeline.py:119)


test_verified_pipeline.TestVerificationProofBundle  (tests\inference\test_verified_pipeline.py:138)


test_verified_pipeline.TestInputValidator  (tests\inference\test_verified_pipeline.py:177)


test_verified_pipeline.TestModelInferencer  (tests\inference\test_verified_pipeline.py:238)


test_verified_pipeline.TestSelfVerifier  (tests\inference\test_verified_pipeline.py:278)


test_verified_pipeline.TestConsensusChecker  (tests\inference\test_verified_pipeline.py:324)


test_verified_pipeline.TestVerifiedInferencePipeline  (tests\inference\test_verified_pipeline.py:362)


test_verified_pipeline.test_four_values  (tests\inference\test_verified_pipeline.py:36)


test_verified_pipeline.test_values  (tests\inference\test_verified_pipeline.py:39)


test_verified_pipeline.test_five_values  (tests\inference\test_verified_pipeline.py:45)


test_verified_pipeline.test_values  (tests\inference\test_verified_pipeline.py:48)


test_verified_pipeline.test_defaults  (tests\inference\test_verified_pipeline.py:58)


test_verified_pipeline.test_to_dict_keys  (tests\inference\test_verified_pipeline.py:65)


test_verified_pipeline.test_defaults  (tests\inference\test_verified_pipeline.py:79)


test_verified_pipeline.test_to_dict  (tests\inference\test_verified_pipeline.py:85)


test_verified_pipeline.test_defaults  (tests\inference\test_verified_pipeline.py:99)


test_verified_pipeline.test_to_dict  (tests\inference\test_verified_pipeline.py:107)


test_verified_pipeline.test_defaults  (tests\inference\test_verified_pipeline.py:120)


test_verified_pipeline.test_to_dict  (tests\inference\test_verified_pipeline.py:126)


test_verified_pipeline.test_bundle_id_auto_generated  (tests\inference\test_verified_pipeline.py:139)


test_verified_pipeline.test_timestamp_auto_generated  (tests\inference\test_verified_pipeline.py:143)


test_verified_pipeline.test_bundle_hash_default  (tests\inference\test_verified_pipeline.py:147)


test_verified_pipeline.test_to_dict_hides_query  (tests\inference\test_verified_pipeline.py:151)


test_verified_pipeline.test_to_json_valid  (tests\inference\test_verified_pipeline.py:157)


test_verified_pipeline.test_save_creates_file  (tests\inference\test_verified_pipeline.py:163)


test_verified_pipeline.setup_method  (tests\inference\test_verified_pipeline.py:178)


test_verified_pipeline.test_empty_input_invalid  (tests\inference\test_verified_pipeline.py:181)


test_verified_pipeline.test_whitespace_only_invalid  (tests\inference\test_verified_pipeline.py:186)


test_verified_pipeline.test_normal_input_valid  (tests\inference\test_verified_pipeline.py:190)


test_verified_pipeline.test_sanitized_input_stripped  (tests\inference\test_verified_pipeline.py:194)


test_verified_pipeline.test_html_stripped  (tests\inference\test_verified_pipeline.py:198)


test_verified_pipeline.test_script_tag_stripped  (tests\inference\test_verified_pipeline.py:203)


test_verified_pipeline.test_truncation_at_max_length  (tests\inference\test_verified_pipeline.py:207)


test_verified_pipeline.test_injection_pattern_flagged  (tests\inference\test_verified_pipeline.py:213)


test_verified_pipeline.test_low_criticality_default  (tests\inference\test_verified_pipeline.py:217)


test_verified_pipeline.test_ptsd_high_criticality  (tests\inference\test_verified_pipeline.py:221)


test_verified_pipeline.test_back_pay_critical  (tests\inference\test_verified_pipeline.py:225)


test_verified_pipeline.test_disability_medium_criticality  (tests\inference\test_verified_pipeline.py:229)


test_verified_pipeline.setup_method  (tests\inference\test_verified_pipeline.py:239)


test_verified_pipeline.test_infer_returns_result  (tests\inference\test_verified_pipeline.py:242)


test_verified_pipeline.test_ptsd_keyword_response  (tests\inference\test_verified_pipeline.py:246)


test_verified_pipeline.test_tinnitus_keyword_response  (tests\inference\test_verified_pipeline.py:250)


test_verified_pipeline.test_unknown_query_fallback_response  (tests\inference\test_verified_pipeline.py:254)


test_verified_pipeline.test_hashes_populated  (tests\inference\test_verified_pipeline.py:258)


test_verified_pipeline.test_custom_model_id  (tests\inference\test_verified_pipeline.py:264)


test_verified_pipeline.test_inference_time_ms_positive  (tests\inference\test_verified_pipeline.py:269)


test_verified_pipeline.setup_method  (tests\inference\test_verified_pipeline.py:279)


test_verified_pipeline.test_valid_response_verified  (tests\inference\test_verified_pipeline.py:282)


test_verified_pipeline.test_invalid_year_fails_constraint  (tests\inference\test_verified_pipeline.py:289)


test_verified_pipeline.test_invalid_percentage_fails_dimensional  (tests\inference\test_verified_pipeline.py:296)


test_verified_pipeline.test_verified_confidence_high  (tests\inference\test_verified_pipeline.py:305)


test_verified_pipeline.test_unverified_confidence_low  (tests\inference\test_verified_pipeline.py:312)


test_verified_pipeline.setup_method  (tests\inference\test_verified_pipeline.py:325)


test_verified_pipeline.test_low_criticality_always_consensus  (tests\inference\test_verified_pipeline.py:328)


test_verified_pipeline.test_medium_criticality_always_consensus  (tests\inference\test_verified_pipeline.py:334)


test_verified_pipeline.test_high_criticality_cfr_response_reaches_consensus  (tests\inference\test_verified_pipeline.py:338)


test_verified_pipeline.test_high_criticality_no_cfr_minimum_agreement  (tests\inference\test_verified_pipeline.py:345)


test_verified_pipeline.test_consensus_result_has_proof_hash  (tests\inference\test_verified_pipeline.py:349)


test_verified_pipeline.test_check_alias  (tests\inference\test_verified_pipeline.py:353)


test_verified_pipeline.setup_method  (tests\inference\test_verified_pipeline.py:363)


test_verified_pipeline.test_process_returns_bundle  (tests\inference\test_verified_pipeline.py:366)


test_verified_pipeline.test_process_final_status_verified  (tests\inference\test_verified_pipeline.py:370)


test_verified_pipeline.test_process_bundle_id_set  (tests\inference\test_verified_pipeline.py:374)


test_verified_pipeline.test_process_bundle_has_response  (tests\inference\test_verified_pipeline.py:378)


test_verified_pipeline.test_empty_input_fails  (tests\inference\test_verified_pipeline.py:382)


test_verified_pipeline.test_layer_hashes_populated  (tests\inference\test_verified_pipeline.py:387)


test_verified_pipeline.test_high_criticality_has_consensus  (tests\inference\test_verified_pipeline.py:391)


test_verified_pipeline.test_low_criticality_no_consensus  (tests\inference\test_verified_pipeline.py:395)


test_verified_pipeline.test_bundle_hash_is_64_hex  (tests\inference\test_verified_pipeline.py:400)


test_verified_pipeline.test_run_alias  (tests\inference\test_verified_pipeline.py:405)


test_verified_pipeline.test_create_verified_pipeline_factory  (tests\inference\test_verified_pipeline.py:409)


test_verified_pipeline.test_create_with_custom_model_id  (tests\inference\test_verified_pipeline.py:414)


conftest.mock_signer  (tests\integration\conftest.py:21)


conftest.real_signer  (tests\integration\conftest.py:33)


conftest.mock_llm  (tests\integration\conftest.py:68)


conftest.mock_langchain_response  (tests\integration\conftest.py:78)


conftest.mock_chat_prompt  (tests\integration\conftest.py:96)


conftest.mock_hf_pipeline  (tests\integration\conftest.py:112)


conftest.mock_hf_model  (tests\integration\conftest.py:123)


conftest.mock_hf_tokenizer  (tests\integration\conftest.py:131)


conftest.sample_model_card  (tests\integration\conftest.py:140)


conftest.mock_openai_client  (tests\integration\conftest.py:168)


conftest.mock_openai_streaming_response  (tests\integration\conftest.py:195)


conftest.mock_fastapi_app  (tests\integration\conftest.py:219)


conftest.async_client  (tests\integration\conftest.py:229)


conftest.sample_json_response  (tests\integration\conftest.py:240)


conftest.sample_workflow_config  (tests\integration\conftest.py:256)


conftest.mock_proof_storage  (tests\integration\conftest.py:268)


conftest.sample_batch_inputs  (tests\integration\conftest.py:290)


conftest.create_sample_proof  (tests\integration\conftest.py:306)


conftest.verify_proof_structure  (tests\integration\conftest.py:332)


conftest.simulate_network_error  (tests\integration\conftest.py:352)


conftest.simulate_rate_limit  (tests\integration\conftest.py:368)


conftest.measure_latency  (tests\integration\conftest.py:386)


conftest.track_memory  (tests\integration\conftest.py:411)


conftest.cleanup_after_test  (tests\integration\conftest.py:441)


conftest.MockStorage  (tests\integration\conftest.py:272)


conftest._create_proof  (tests\integration\conftest.py:308)


conftest._verify  (tests\integration\conftest.py:334)


conftest._error  (tests\integration\conftest.py:354)


conftest._check_rate_limit  (tests\integration\conftest.py:372)


conftest.LatencyMeasure  (tests\integration\conftest.py:390)


conftest.MemoryTracker  (tests\integration\conftest.py:418)


conftest.RealSigner  (tests\integration\conftest.py:38)


conftest.store  (tests\integration\conftest.py:273)


conftest.retrieve  (tests\integration\conftest.py:277)


conftest.list_proofs  (tests\integration\conftest.py:280)


conftest.clear  (tests\integration\conftest.py:283)


conftest.__init__  (tests\integration\conftest.py:391)


conftest.start  (tests\integration\conftest.py:395)


conftest.stop  (tests\integration\conftest.py:398)


conftest.latency_ms  (tests\integration\conftest.py:402)


conftest.__init__  (tests\integration\conftest.py:419)


conftest.start  (tests\integration\conftest.py:423)


conftest.stop  (tests\integration\conftest.py:426)


conftest.memory_increase_mb  (tests\integration\conftest.py:430)


conftest.__init__  (tests\integration\conftest.py:39)


conftest.hash  (tests\integration\conftest.py:45)


conftest.sign  (tests\integration\conftest.py:48)


conftest.verify  (tests\integration\conftest.py:51)


test_blue_ocean_vertical_prototypes._load_module  (tests\integration\test_blue_ocean_vertical_prototypes.py:11)


test_blue_ocean_vertical_prototypes.test_qkl_ocean_forecasting_prototype_smoke  (tests\integration\test_blue_ocean_vertical_prototypes.py:21)


test_blue_ocean_vertical_prototypes.test_ocean_vision_pi5_prototype_smoke  (tests\integration\test_blue_ocean_vertical_prototypes.py:38)


test_blue_ocean_vertical_prototypes.test_acoustic_buoy_prototype_smoke  (tests\integration\test_blue_ocean_vertical_prototypes.py:55)


test_blue_ocean_verticals_audit.test_blue_ocean_audit_runs_and_returns_five_verticals  (tests\integration\test_blue_ocean_verticals_audit.py:11)


test_build_public_repo._load_module  (tests\integration\test_build_public_repo.py:9)


test_build_public_repo.test_build_public_repo_exports_allowlist  (tests\integration\test_build_public_repo.py:20)


test_build_public_repo.test_build_public_repo_blocks_forbidden_content  (tests\integration\test_build_public_repo.py:55)


test_calm_latent_consensus._load_latent_module  (tests\integration\test_calm_latent_consensus.py:8)


test_calm_latent_consensus.test_calm_releases_decode_on_high_agreement  (tests\integration\test_calm_latent_consensus.py:25)


test_calm_latent_consensus.test_calm_blocks_decode_on_divergence  (tests\integration\test_calm_latent_consensus.py:40)


test_lean_rust_bridge.test_lean_receipt_roundtrip  (tests\integration\test_lean_rust_bridge.py:9)


test_novelty_runtime.test_novelty_runtime_executes_bounded_pipeline  (tests\integration\test_novelty_runtime.py:9)


test_proofcity_e2e._load_module_from_file  (tests\integration\test_proofcity_e2e.py:47)


test_proofcity_e2e._load_hexaplex_module  (tests\integration\test_proofcity_e2e.py:75)


test_proofcity_e2e.test_proofcity_marketplace_imports  (tests\integration\test_proofcity_e2e.py:103)


test_proofcity_e2e.test_x402_sheriff_imports  (tests\integration\test_proofcity_e2e.py:117)


test_proofcity_e2e.test_consensus_reached_math  (tests\integration\test_proofcity_e2e.py:138)


test_proofcity_e2e.test_should_halt_threshold  (tests\integration\test_proofcity_e2e.py:181)


test_proofcity_e2e.test_calculate_energy  (tests\integration\test_proofcity_e2e.py:204)


test_proofcity_e2e.test_hexaplex_majority_vote_mock  (tests\integration\test_proofcity_e2e.py:229)


test_proofcity_e2e.test_xgml_certificate_generation  (tests\integration\test_proofcity_e2e.py:277)


test_proofcity_e2e.test_lean4_proof_stub_generation  (tests\integration\test_proofcity_e2e.py:313)


test_proofcity_e2e.test_byzantine_auditor_findable  (tests\integration\test_proofcity_e2e.py:334)


test_proofcity_e2e.test_quick_scan_risk_score  (tests\integration\test_proofcity_e2e.py:362)


test_proofcity_e2e._make_votes  (tests\integration\test_proofcity_e2e.py:143)


test_sentry_snapshot._load_module  (tests\integration\test_sentry_snapshot.py:8)


test_sentry_snapshot.test_sentry_snapshot_generates_report  (tests\integration\test_sentry_snapshot.py:19)


test_sentry_snapshot.test_sentry_snapshot_requires_token  (tests\integration\test_sentry_snapshot.py:65)


test_shared_library.TestSharedModuleImports  (tests\integration\test_shared_library.py:16)


test_shared_library.TestAPIKeyManagerIntegration  (tests\integration\test_shared_library.py:73)


test_shared_library.TestLoggingIntegration  (tests\integration\test_shared_library.py:140)


test_shared_library.TestModelsIntegration  (tests\integration\test_shared_library.py:174)


test_shared_library.test_import_shared_init  (tests\integration\test_shared_library.py:19)


test_shared_library.test_import_auth_module  (tests\integration\test_shared_library.py:27)


test_shared_library.test_import_proofs_module  (tests\integration\test_shared_library.py:36)


test_shared_library.test_import_logging_module  (tests\integration\test_shared_library.py:45)


test_shared_library.test_import_models_module  (tests\integration\test_shared_library.py:54)


test_shared_library.test_import_database_module  (tests\integration\test_shared_library.py:63)


test_shared_library.test_create_and_validate_key  (tests\integration\test_shared_library.py:76)


test_shared_library.test_rate_limiting  (tests\integration\test_shared_library.py:105)


test_shared_library.test_logger_creation  (tests\integration\test_shared_library.py:143)


test_shared_library.test_log_context  (tests\integration\test_shared_library.py:159)


test_shared_library.test_verification_request_validation  (tests\integration\test_shared_library.py:177)


test_shared_library.test_verification_result_creation  (tests\integration\test_shared_library.py:195)


test_stack_smoke.check  (tests\integration\test_stack_smoke.py:17)


test_stack_smoke._read  (tests\integration\test_stack_smoke.py:28)


test_stack_smoke.test_x402_sheriff_constants  (tests\integration\test_stack_smoke.py:35)


test_stack_smoke.test_x402_sheriff_routes  (tests\integration\test_stack_smoke.py:47)


test_stack_smoke.test_proofcity_marketplace_constants  (tests\integration\test_stack_smoke.py:68)


test_stack_smoke.test_proofcity_marketplace_routes  (tests\integration\test_stack_smoke.py:80)


test_stack_smoke.test_main_wiring  (tests\integration\test_stack_smoke.py:100)


test_stack_smoke.test_byzantine_auditor_structure  (tests\integration\test_stack_smoke.py:115)


test_stack_smoke.test_hexaplex_validation  (tests\integration\test_stack_smoke.py:130)


test_stack_smoke.main  (tests\integration\test_stack_smoke.py:154)


test_thermo_attestation_chain.test_thermo_attestation_chain_sim  (tests\integration\test_thermo_attestation_chain.py:7)


test_truth_os_strict_policy.test_strict_mode_blocks_simulated_lean_bridge  (tests\integration\test_truth_os_strict_policy.py:7)


test_truth_os_strict_policy.test_strict_mode_blocks_software_fallback_signing  (tests\integration\test_truth_os_strict_policy.py:20)


test_x402_gateway_402_flow.test_x402_gateway_402_challenge_flow  (tests\integration\test_x402_gateway_402_flow.py:6)


test_chief_adapter.test_chief_adapter_maps_tasks  (tests\integrations\test_chief_adapter.py:13)


test_chief_adapter.test_chief_adapter_empty_dir  (tests\integrations\test_chief_adapter.py:43)


test_streamlit_integration.mock_streamlit  (tests\integrations\test_streamlit_integration.py:13)


test_streamlit_integration.mock_session_state  (tests\integrations\test_streamlit_integration.py:20)


test_streamlit_integration.TestSession  (tests\integrations\test_streamlit_integration.py:40)


test_streamlit_integration.TestComponents  (tests\integrations\test_streamlit_integration.py:100)


test_streamlit_integration.TestDecorators  (tests\integrations\test_streamlit_integration.py:165)


test_streamlit_integration.TestWidgets  (tests\integrations\test_streamlit_integration.py:245)


test_streamlit_integration.TestHelpers  (tests\integrations\test_streamlit_integration.py:288)


test_streamlit_integration.TestIntegration  (tests\integrations\test_streamlit_integration.py:318)


test_streamlit_integration.MockSessionState  (tests\integrations\test_streamlit_integration.py:24)


test_streamlit_integration.test_initialize_session  (tests\integrations\test_streamlit_integration.py:43)


test_streamlit_integration.test_get_signer  (tests\integrations\test_streamlit_integration.py:54)


test_streamlit_integration.test_get_verifier  (tests\integrations\test_streamlit_integration.py:62)


test_streamlit_integration.test_clear_cache  (tests\integrations\test_streamlit_integration.py:70)


test_streamlit_integration.test_reset_session  (tests\integrations\test_streamlit_integration.py:85)


test_streamlit_integration.test_sign_content_string  (tests\integrations\test_streamlit_integration.py:103)


test_streamlit_integration.test_sign_content_dict  (tests\integrations\test_streamlit_integration.py:118)


test_streamlit_integration.test_verify_valid_proof  (tests\integrations\test_streamlit_integration.py:133)


test_streamlit_integration.test_verify_invalid_proof  (tests\integrations\test_streamlit_integration.py:150)


test_streamlit_integration.test_verified_output_decorator  (tests\integrations\test_streamlit_integration.py:168)


test_streamlit_integration.test_verified_cache_decorator  (tests\integrations\test_streamlit_integration.py:185)


test_streamlit_integration.test_auto_verify_decorator_valid  (tests\integrations\test_streamlit_integration.py:208)


test_streamlit_integration.test_auto_verify_decorator_invalid  (tests\integrations\test_streamlit_integration.py:227)


test_streamlit_integration.test_batch_verifier_empty  (tests\integrations\test_streamlit_integration.py:248)


test_streamlit_integration.test_batch_verifier_with_proofs  (tests\integrations\test_streamlit_integration.py:260)


test_streamlit_integration.test_format_timestamp_string  (tests\integrations\test_streamlit_integration.py:291)


test_streamlit_integration.test_format_timestamp_none  (tests\integrations\test_streamlit_integration.py:298)


test_streamlit_integration.test_compute_hash  (tests\integrations\test_streamlit_integration.py:305)


test_streamlit_integration.test_full_sign_verify_flow  (tests\integrations\test_streamlit_integration.py:321)


test_streamlit_integration.test_decorator_chain  (tests\integrations\test_streamlit_integration.py:343)


test_streamlit_integration.__contains__  (tests\integrations\test_streamlit_integration.py:25)


test_streamlit_integration.__getitem__  (tests\integrations\test_streamlit_integration.py:28)


test_streamlit_integration.__setitem__  (tests\integrations\test_streamlit_integration.py:31)


test_streamlit_integration.__delitem__  (tests\integrations\test_streamlit_integration.py:34)


test_streamlit_integration.expensive_function  (tests\integrations\test_streamlit_integration.py:193)


test_streamlit_integration.test_function  (tests\integrations\test_streamlit_integration.py:175)


test_streamlit_integration.process_data  (tests\integrations\test_streamlit_integration.py:216)


test_streamlit_integration.process_data  (tests\integrations\test_streamlit_integration.py:234)


test_streamlit_integration.cached_verified_function  (tests\integrations\test_streamlit_integration.py:356)


analyze.LoadTestResult  (tests\load\analyze.py:38)


analyze.LocustParser  (tests\load\analyze.py:78)


analyze.K6Parser  (tests\load\analyze.py:123)


analyze.ArtilleryParser  (tests\load\analyze.py:160)


analyze.LoadTestAnalyzer  (tests\load\analyze.py:207)


analyze.main  (tests\load\analyze.py:442)


analyze.__post_init__  (tests\load\analyze.py:58)


analyze.target_achievement  (tests\load\analyze.py:64)


analyze.success_rate  (tests\load\analyze.py:69)


analyze.parse  (tests\load\analyze.py:82)


analyze.parse  (tests\load\analyze.py:127)


analyze.parse  (tests\load\analyze.py:164)


analyze.__init__  (tests\load\analyze.py:210)


analyze.load_results  (tests\load\analyze.py:213)


analyze._parse_file  (tests\load\analyze.py:224)


analyze.generate_summary  (tests\load\analyze.py:244)


analyze.detect_regressions  (tests\load\analyze.py:262)


analyze.compare_results  (tests\load\analyze.py:283)


analyze.generate_html_report  (tests\load\analyze.py:296)


analyze._generate_summary_html  (tests\load\analyze.py:342)


analyze._generate_results_table_html  (tests\load\analyze.py:365)


analyze._generate_analysis_html  (tests\load\analyze.py:400)


analyze._generate_regressions_html  (tests\load\analyze.py:418)


analyze.export_json  (tests\load\analyze.py:425)


locustfile.generate_ai_output  (tests\load\locustfile.py:26)


locustfile.generate_metadata  (tests\load\locustfile.py:49)


locustfile.ProofGenerationUser  (tests\load\locustfile.py:63)


locustfile.BatchProofUser  (tests\load\locustfile.py:138)


locustfile.HighThroughputUser  (tests\load\locustfile.py:187)


locustfile.MixedWorkloadUser  (tests\load\locustfile.py:208)


locustfile.SpikeUser  (tests\load\locustfile.py:263)


locustfile.SoakUser  (tests\load\locustfile.py:277)


locustfile.on_test_start  (tests\load\locustfile.py:325)


locustfile.on_test_stop  (tests\load\locustfile.py:336)


locustfile.on_request  (tests\load\locustfile.py:359)


locustfile.on_batch_request  (tests\load\locustfile.py:371)


locustfile.StepLoadShape  (tests\load\locustfile.py:388)


locustfile.SpikeLoadShape  (tests\load\locustfile.py:418)


locustfile.WaveLoadShape  (tests\load\locustfile.py:452)


locustfile.create_proof  (tests\load\locustfile.py:68)


locustfile.verify_proof  (tests\load\locustfile.py:99)


locustfile.check_health  (tests\load\locustfile.py:128)


locustfile.get_usage  (tests\load\locustfile.py:133)


locustfile.create_batch_small  (tests\load\locustfile.py:143)


locustfile.create_batch_medium  (tests\load\locustfile.py:148)


locustfile.create_batch_large  (tests\load\locustfile.py:153)


locustfile._create_batch  (tests\load\locustfile.py:157)


locustfile.rapid_fire_proof  (tests\load\locustfile.py:193)


locustfile.create_proof  (tests\load\locustfile.py:213)


locustfile.batch_proof  (tests\load\locustfile.py:223)


locustfile.verify_proof  (tests\load\locustfile.py:236)


locustfile.check_usage  (tests\load\locustfile.py:249)


locustfile.health_check  (tests\load\locustfile.py:254)


locustfile.spike_proof  (tests\load\locustfile.py:268)


locustfile.sustained_proof  (tests\load\locustfile.py:282)


locustfile.sustained_batch  (tests\load\locustfile.py:291)


locustfile.sustained_verify  (tests\load\locustfile.py:303)


locustfile.tick  (tests\load\locustfile.py:405)


locustfile.tick  (tests\load\locustfile.py:431)


locustfile.tick  (tests\load\locustfile.py:465)


run_tests.Colors  (tests\load\run_tests.py:22)


run_tests.print_header  (tests\load\run_tests.py:33)


run_tests.print_success  (tests\load\run_tests.py:38)


run_tests.print_error  (tests\load\run_tests.py:41)


run_tests.print_info  (tests\load\run_tests.py:44)


run_tests.print_warning  (tests\load\run_tests.py:47)


run_tests.check_server  (tests\load\run_tests.py:50)


run_tests.start_server  (tests\load\run_tests.py:59)


run_tests.run_command  (tests\load\run_tests.py:84)


run_tests.quick_test  (tests\load\run_tests.py:98)


run_tests.throughput_test  (tests\load\run_tests.py:115)


run_tests.spike_test  (tests\load\run_tests.py:133)


run_tests.soak_test  (tests\load\run_tests.py:148)


run_tests.stress_test  (tests\load\run_tests.py:165)


run_tests.artillery_test  (tests\load\run_tests.py:178)


run_tests.analyze_results  (tests\load\run_tests.py:196)


run_tests.full_suite  (tests\load\run_tests.py:215)


run_tests.main  (tests\load\run_tests.py:248)


visualize.load_results  (tests\load\visualize.py:33)


visualize.plot_throughput_comparison  (tests\load\visualize.py:51)


visualize.plot_latency_comparison  (tests\load\visualize.py:101)


visualize.plot_error_rate_comparison  (tests\load\visualize.py:141)


visualize.plot_trend_analysis  (tests\load\visualize.py:189)


visualize.plot_dashboard  (tests\load\visualize.py:246)


visualize.main  (tests\load\visualize.py:319)


test_generator.TestModelCardGenerator  (tests\model_cards\test_generator.py:11)


test_generator.TestModelCardGeneratorIntegration  (tests\model_cards\test_generator.py:180)


test_generator.test_init  (tests\model_cards\test_generator.py:14)


test_generator.test_init_custom  (tests\model_cards\test_generator.py:20)


test_generator.test_create_empty  (tests\model_cards\test_generator.py:29)


test_generator.test_from_dict  (tests\model_cards\test_generator.py:42)


test_generator.test_generate_keypair  (tests\model_cards\test_generator.py:70)


test_generator.test_sign_and_verify  (tests\model_cards\test_generator.py:80)


test_generator.test_verify_invalid_signature  (tests\model_cards\test_generator.py:105)


test_generator.test_validate  (tests\model_cards\test_generator.py:120)


test_generator.test_export_huggingface  (tests\model_cards\test_generator.py:135)


test_generator.test_export_google  (tests\model_cards\test_generator.py:146)


test_generator.test_export_enterprise  (tests\model_cards\test_generator.py:157)


test_generator.test_export_regulatory  (tests\model_cards\test_generator.py:168)


test_generator.test_full_workflow  (tests\model_cards\test_generator.py:183)


test_generator.test_metadata_merging  (tests\model_cards\test_generator.py:224)


test_schema.TestModelDetails  (tests\model_cards\test_schema.py:26)


test_schema.TestMetricResult  (tests\model_cards\test_schema.py:64)


test_schema.TestModelCard  (tests\model_cards\test_schema.py:88)


test_schema.TestBiasAssessment  (tests\model_cards\test_schema.py:257)


test_schema.TestSafetyAssessment  (tests\model_cards\test_schema.py:274)


test_schema.test_create_minimal  (tests\model_cards\test_schema.py:29)


test_schema.test_create_full  (tests\model_cards\test_schema.py:42)


test_schema.test_create_simple  (tests\model_cards\test_schema.py:67)


test_schema.test_create_with_dataset  (tests\model_cards\test_schema.py:75)


test_schema.test_create_minimal  (tests\model_cards\test_schema.py:91)


test_schema.test_to_dict  (tests\model_cards\test_schema.py:109)


test_schema.test_to_json  (tests\model_cards\test_schema.py:132)


test_schema.test_from_dict  (tests\model_cards\test_schema.py:153)


test_schema.test_save_and_load  (tests\model_cards\test_schema.py:182)


test_schema.test_get_hash  (tests\model_cards\test_schema.py:205)


test_schema.test_hash_stability  (tests\model_cards\test_schema.py:226)


test_schema.test_create  (tests\model_cards\test_schema.py:260)


test_schema.test_create  (tests\model_cards\test_schema.py:277)


test_validator.TestModelCardValidator  (tests\model_cards\test_validator.py:21)


test_validator.TestBiasChecklist  (tests\model_cards\test_validator.py:144)


test_validator.TestSafetyChecklist  (tests\model_cards\test_validator.py:201)


test_validator.test_init  (tests\model_cards\test_validator.py:24)


test_validator.test_validate_minimal_pass  (tests\model_cards\test_validator.py:29)


test_validator.test_validate_minimal_fail  (tests\model_cards\test_validator.py:42)


test_validator.test_validate_standard  (tests\model_cards\test_validator.py:56)


test_validator.test_validate_comprehensive  (tests\model_cards\test_validator.py:69)


test_validator.test_validate_regulatory  (tests\model_cards\test_validator.py:82)


test_validator.test_validation_score  (tests\model_cards\test_validator.py:98)


test_validator.test_validation_report_dict  (tests\model_cards\test_validator.py:126)


test_validator.test_check_none  (tests\model_cards\test_validator.py:147)


test_validator.test_check_empty  (tests\model_cards\test_validator.py:155)


test_validator.test_check_complete  (tests\model_cards\test_validator.py:164)


test_validator.test_check_partial  (tests\model_cards\test_validator.py:186)


test_validator.test_check_none  (tests\model_cards\test_validator.py:204)


test_validator.test_check_empty  (tests\model_cards\test_validator.py:213)


test_validator.test_check_complete  (tests\model_cards\test_validator.py:221)


test_validator.test_check_partial  (tests\model_cards\test_validator.py:240)


model_size_ablation.simulate_accuracy  (tests\model_size_ablation.py:13)


model_size_ablation.run_simulation  (tests\model_size_ablation.py:16)


test_base_model.TestFallbackModel  (tests\models\test_base_model.py:21)


test_base_model.TestCreateModel  (tests\models\test_base_model.py:58)


test_base_model.model  (tests\models\test_base_model.py:25)


test_base_model.test_generate  (tests\models\test_base_model.py:29)


test_base_model.test_compute_values  (tests\models\test_base_model.py:37)


test_base_model.test_compute_log_probs  (tests\models\test_base_model.py:47)


test_base_model.test_create_fallback  (tests\models\test_base_model.py:61)


test_base_model.test_create_huggingface  (tests\models\test_base_model.py:67)


test_base_model.test_create_openai  (tests\models\test_base_model.py:76)


test_base_model.test_create_with_defaults  (tests\models\test_base_model.py:85)


test_domain_classifier.test_returns_all_13_domains  (tests\mycelial_qkl\test_domain_classifier.py:14)


test_domain_classifier.test_math_query_activates_mathematics  (tests\mycelial_qkl\test_domain_classifier.py:19)


test_domain_classifier.test_reasoning_query_activates_reasoning  (tests\mycelial_qkl\test_domain_classifier.py:24)


test_domain_classifier.test_all_values_in_zero_one  (tests\mycelial_qkl\test_domain_classifier.py:29)


test_domain_classifier.test_rumination_risk_is_positive  (tests\mycelial_qkl\test_domain_classifier.py:35)


test_domain_classifier.test_rumination_risk_is_ratio_not_lorenz  (tests\mycelial_qkl\test_domain_classifier.py:41)


test_integration.test_pipeline  (tests\mycelial_qkl\test_integration.py:15)


test_lorenz.test_step_returns_three_floats  (tests\mycelial_qkl\test_lorenz.py:6)


test_lorenz.test_step_changes_state  (tests\mycelial_qkl\test_lorenz.py:12)


test_lorenz.test_state_persists_across_calls  (tests\mycelial_qkl\test_lorenz.py:19)


test_lorenz.test_lorenz_gains_in_bounds  (tests\mycelial_qkl\test_lorenz.py:28)


test_lorenz.test_lorenz_gains_are_deterministic_given_same_state  (tests\mycelial_qkl\test_lorenz.py:38)


test_lorenz.test_gains_do_not_advance_state  (tests\mycelial_qkl\test_lorenz.py:49)


test_sidecar.test_observe_writes_jsonl_record  (tests\mycelial_qkl\test_sidecar.py:6)


test_sidecar.test_rumination_risk_is_not_lorenz_z  (tests\mycelial_qkl\test_sidecar.py:25)


test_sidecar.test_lorenz_gains_in_safe_range  (tests\mycelial_qkl\test_sidecar.py:35)


test_sidecar.test_multiple_observations_append  (tests\mycelial_qkl\test_sidecar.py:48)


test_sidecar.test_schema_complete  (tests\mycelial_qkl\test_sidecar.py:56)


test_validator.test_pearson_r_perfect  (tests\mycelial_qkl\test_validator.py:4)


test_validator.test_pearson_r_zero_variance  (tests\mycelial_qkl\test_validator.py:9)


test_validator.test_pearson_r_negative  (tests\mycelial_qkl\test_validator.py:15)


test_validator.test_bucket_analysis_three_buckets  (tests\mycelial_qkl\test_validator.py:21)


test_validator.test_validation_result_passes  (tests\mycelial_qkl\test_validator.py:34)


test_validator.test_validation_result_fails_low_r  (tests\mycelial_qkl\test_validator.py:45)


test_validator.test_validation_result_fails_insufficient_n  (tests\mycelial_qkl\test_validator.py:56)


test_command_control.TestThreatDetectionAI  (tests\nuclear\test_command_control.py:15)


test_command_control.TestFormalSafetyVerifier  (tests\nuclear\test_command_control.py:45)


test_command_control.TestNuclearCommandVerification  (tests\nuclear\test_command_control.py:80)


test_command_control.test_analyze_threat_low  (tests\nuclear\test_command_control.py:18)


test_command_control.test_analyze_threat_critical  (tests\nuclear\test_command_control.py:31)


test_command_control.test_verify_properties_all_pass  (tests\nuclear\test_command_control.py:48)


test_command_control.test_verify_properties_fail  (tests\nuclear\test_command_control.py:64)


test_command_control.test_init_minimum_models  (tests\nuclear\test_command_control.py:83)


test_command_control.test_init_too_few_models  (tests\nuclear\test_command_control.py:91)


test_command_control.test_evaluate_threat  (tests\nuclear\test_command_control.py:96)


test_material_tracking.TestMaterialInventoryAI  (tests\nuclear\test_material_tracking.py:15)


test_material_tracking.TestNuclearMaterialBlockchain  (tests\nuclear\test_material_tracking.py:54)


test_material_tracking.TestNuclearMaterialVerification  (tests\nuclear\test_material_tracking.py:74)


test_material_tracking.test_analyze_basic  (tests\nuclear\test_material_tracking.py:18)


test_material_tracking.test_analyze_with_anomaly  (tests\nuclear\test_material_tracking.py:37)


test_material_tracking.test_add_block  (tests\nuclear\test_material_tracking.py:57)


test_material_tracking.test_verify_inventory_basic  (tests\nuclear\test_material_tracking.py:77)


test_material_tracking.test_verify_inventory_with_anomaly  (tests\nuclear\test_material_tracking.py:95)


test_treaty_compliance.TestComplianceCircuit  (tests\nuclear\test_treaty_compliance.py:14)


test_treaty_compliance.TestSatelliteVerificationAI  (tests\nuclear\test_treaty_compliance.py:70)


test_treaty_compliance.TestTreatyComplianceZKP  (tests\nuclear\test_treaty_compliance.py:88)


test_treaty_compliance.test_prove_compliant  (tests\nuclear\test_treaty_compliance.py:17)


test_treaty_compliance.test_prove_non_compliant  (tests\nuclear\test_treaty_compliance.py:35)


test_treaty_compliance.test_verify_proof  (tests\nuclear\test_treaty_compliance.py:51)


test_treaty_compliance.test_detect_violations  (tests\nuclear\test_treaty_compliance.py:73)


test_treaty_compliance.test_prove_warhead_count_compliant  (tests\nuclear\test_treaty_compliance.py:91)


test_treaty_compliance.test_verify_satellite_imagery  (tests\nuclear\test_treaty_compliance.py:112)


test_perf_budget_eval.test_perf_budget_eval_passes_within_budgets  (tests\perf\test_perf_budget_eval.py:4)


test_perf_budget_eval.test_perf_budget_eval_fails_when_over_limits  (tests\perf\test_perf_budget_eval.py:19)


test_perf_report_hash.test_perf_hash_is_deterministic  (tests\perf\test_perf_report_hash.py:4)


test_perf_report_hash.test_perf_store_append_and_list  (tests\perf\test_perf_report_hash.py:11)


test_provenance_tracker.TestProvenanceTracker  (tests\provenance\test_provenance_tracker.py:14)


test_provenance_tracker.TestFDACompliance  (tests\provenance\test_provenance_tracker.py:190)


test_provenance_tracker.test_start_tracking  (tests\provenance\test_provenance_tracker.py:17)


test_provenance_tracker.test_add_data_source  (tests\provenance\test_provenance_tracker.py:32)


test_provenance_tracker.test_add_reasoning_step  (tests\provenance\test_provenance_tracker.py:52)


test_provenance_tracker.test_finalize_record  (tests\provenance\test_provenance_tracker.py:82)


test_provenance_tracker.test_merkle_root_integrity  (tests\provenance\test_provenance_tracker.py:109)


test_provenance_tracker.test_audit_trail_xml  (tests\provenance\test_provenance_tracker.py:141)


test_provenance_tracker.test_audit_trail_json  (tests\provenance\test_provenance_tracker.py:173)


test_provenance_tracker.test_audit_trail_completeness  (tests\provenance\test_provenance_tracker.py:193)


test_provenance_tracker.test_tamper_detection  (tests\provenance\test_provenance_tracker.py:235)


quick_ablation_test.test_cost_analysis  (tests\quick_ablation_test.py:14)


quick_ablation_test.test_latency_estimates  (tests\quick_ablation_test.py:79)


quick_ablation_test.test_model_size_configs  (tests\quick_ablation_test.py:122)


quick_ablation_test.main  (tests\quick_ablation_test.py:170)


test_fact_predictor.TestPredictionRecord  (tests\reasoning\test_fact_predictor.py:16)


test_fact_predictor.TestFactPredictorInit  (tests\reasoning\test_fact_predictor.py:45)


test_fact_predictor.TestRecordAccess  (tests\reasoning\test_fact_predictor.py:71)


test_fact_predictor.TestPredictNext  (tests\reasoning\test_fact_predictor.py:98)


test_fact_predictor.TestPrefetchNoDatabase  (tests\reasoning\test_fact_predictor.py:125)


test_fact_predictor.TestPrefetchWithDatabase  (tests\reasoning\test_fact_predictor.py:131)


test_fact_predictor.TestPredictFacts  (tests\reasoning\test_fact_predictor.py:167)


test_fact_predictor.TestGetHighConfidenceFacts  (tests\reasoning\test_fact_predictor.py:209)


test_fact_predictor.TestStats  (tests\reasoning\test_fact_predictor.py:230)


test_fact_predictor.test_default_fields  (tests\reasoning\test_fact_predictor.py:17)


test_fact_predictor.test_precision_zero_when_no_events  (tests\reasoning\test_fact_predictor.py:24)


test_fact_predictor.test_precision_all_hits  (tests\reasoning\test_fact_predictor.py:28)


test_fact_predictor.test_precision_all_misses  (tests\reasoning\test_fact_predictor.py:32)


test_fact_predictor.test_precision_partial  (tests\reasoning\test_fact_predictor.py:36)


test_fact_predictor.test_default_top_k  (tests\reasoning\test_fact_predictor.py:46)


test_fact_predictor.test_default_min_cooccurrence  (tests\reasoning\test_fact_predictor.py:50)


test_fact_predictor.test_custom_top_k  (tests\reasoning\test_fact_predictor.py:54)


test_fact_predictor.test_no_database_by_default  (tests\reasoning\test_fact_predictor.py:58)


test_fact_predictor.test_no_fetch_fn_by_default  (tests\reasoning\test_fact_predictor.py:62)


test_fact_predictor.test_record_does_not_raise  (tests\reasoning\test_fact_predictor.py:72)


test_fact_predictor.test_two_accesses_build_cooccurrence  (tests\reasoning\test_fact_predictor.py:76)


test_fact_predictor.test_multiple_trees_independent  (tests\reasoning\test_fact_predictor.py:83)


test_fact_predictor.test_empty_returns_empty_list  (tests\reasoning\test_fact_predictor.py:99)


test_fact_predictor.test_respects_top_k  (tests\reasoning\test_fact_predictor.py:104)


test_fact_predictor.test_min_cooccurrence_filters_rare  (tests\reasoning\test_fact_predictor.py:112)


test_fact_predictor.test_returns_zero_without_database  (tests\reasoning\test_fact_predictor.py:126)


test_fact_predictor._MockDB  (tests\reasoning\test_fact_predictor.py:132)


test_fact_predictor._fill_cooccurrence  (tests\reasoning\test_fact_predictor.py:142)


test_fact_predictor.test_prefetches_predicted_key  (tests\reasoning\test_fact_predictor.py:147)


test_fact_predictor.test_does_not_prefetch_existing_key  (tests\reasoning\test_fact_predictor.py:154)


test_fact_predictor.test_returns_list  (tests\reasoning\test_fact_predictor.py:168)


test_fact_predictor.test_each_entry_has_key_and_confidence  (tests\reasoning\test_fact_predictor.py:173)


test_fact_predictor.test_prime_query_boosts_prime_factorization  (tests\reasoning\test_fact_predictor.py:180)


test_fact_predictor.test_sum_query_boosts_arithmetic_sum  (tests\reasoning\test_fact_predictor.py:186)


test_fact_predictor.test_confidence_in_valid_range  (tests\reasoning\test_fact_predictor.py:192)


test_fact_predictor.test_no_duplicate_keys  (tests\reasoning\test_fact_predictor.py:198)


test_fact_predictor.test_returns_only_above_threshold  (tests\reasoning\test_fact_predictor.py:210)


test_fact_predictor.test_empty_query_returns_empty_or_list  (tests\reasoning\test_fact_predictor.py:220)


test_fact_predictor.test_returns_dict  (tests\reasoning\test_fact_predictor.py:231)


test_fact_predictor.test_has_required_keys  (tests\reasoning\test_fact_predictor.py:236)


test_fact_predictor.test_tracked_trees_increments  (tests\reasoning\test_fact_predictor.py:243)


test_fact_predictor.__init__  (tests\reasoning\test_fact_predictor.py:133)


test_fact_predictor.get_fact  (tests\reasoning\test_fact_predictor.py:136)


test_fact_predictor.add_fact  (tests\reasoning\test_fact_predictor.py:139)


test_lineage_tracker._lin  (tests\reasoning\test_lineage_tracker.py:20)


test_lineage_tracker.TestReasoningHeuristic  (tests\reasoning\test_lineage_tracker.py:34)


test_lineage_tracker.TestReasoningLineage  (tests\reasoning\test_lineage_tracker.py:52)


test_lineage_tracker.TestLineageTrackerRegistration  (tests\reasoning\test_lineage_tracker.py:78)


test_lineage_tracker.TestAreLineagesDiverse  (tests\reasoning\test_lineage_tracker.py:121)


test_lineage_tracker.TestSummary  (tests\reasoning\test_lineage_tracker.py:160)


test_lineage_tracker.test_has_seven_values  (tests\reasoning\test_lineage_tracker.py:35)


test_lineage_tracker.test_pattern_recognition_value  (tests\reasoning\test_lineage_tracker.py:38)


test_lineage_tracker.test_deductive_value  (tests\reasoning\test_lineage_tracker.py:41)


test_lineage_tracker.test_is_string_enum  (tests\reasoning\test_lineage_tracker.py:44)


test_lineage_tracker.test_required_fields  (tests\reasoning\test_lineage_tracker.py:53)


test_lineage_tracker.test_default_confidence  (tests\reasoning\test_lineage_tracker.py:61)


test_lineage_tracker.test_default_facts_empty  (tests\reasoning\test_lineage_tracker.py:65)


test_lineage_tracker.test_default_steps_empty  (tests\reasoning\test_lineage_tracker.py:69)


test_lineage_tracker.test_register_and_get  (tests\reasoning\test_lineage_tracker.py:79)


test_lineage_tracker.test_get_unknown_returns_none  (tests\reasoning\test_lineage_tracker.py:85)


test_lineage_tracker.test_register_overwrites  (tests\reasoning\test_lineage_tracker.py:89)


test_lineage_tracker.test_remove_existing  (tests\reasoning\test_lineage_tracker.py:97)


test_lineage_tracker.test_remove_nonexistent_returns_false  (tests\reasoning\test_lineage_tracker.py:104)


test_lineage_tracker.test_clear_removes_all  (tests\reasoning\test_lineage_tracker.py:108)


test_lineage_tracker.test_single_tree_not_diverse  (tests\reasoning\test_lineage_tracker.py:122)


test_lineage_tracker.test_same_heuristic_same_facts_not_diverse  (tests\reasoning\test_lineage_tracker.py:127)


test_lineage_tracker.test_different_heuristics_are_diverse  (tests\reasoning\test_lineage_tracker.py:133)


test_lineage_tracker.test_disjoint_facts_are_diverse  (tests\reasoning\test_lineage_tracker.py:139)


test_lineage_tracker.test_unknown_tree_id_implies_diverse  (tests\reasoning\test_lineage_tracker.py:145)


test_lineage_tracker.test_empty_list_not_diverse  (tests\reasoning\test_lineage_tracker.py:151)


test_lineage_tracker.test_returns_dict  (tests\reasoning\test_lineage_tracker.py:161)


test_lineage_tracker.test_empty_tracker_summary  (tests\reasoning\test_lineage_tracker.py:165)


test_lineage_tracker.test_summary_counts_lineages  (tests\reasoning\test_lineage_tracker.py:171)


test_neuro_symbolic.TestComputeCombinedRating  (tests\reasoning\test_neuro_symbolic.py:32)


test_neuro_symbolic.TestComputeBilateralFactor  (tests\reasoning\test_neuro_symbolic.py:73)


test_neuro_symbolic.TestDetermineEffectiveDate  (tests\reasoning\test_neuro_symbolic.py:98)


test_neuro_symbolic.TestAxiomSet  (tests\reasoning\test_neuro_symbolic.py:125)


test_neuro_symbolic.TestMedicalEvidence  (tests\reasoning\test_neuro_symbolic.py:167)


test_neuro_symbolic.TestClaimContext  (tests\reasoning\test_neuro_symbolic.py:195)


test_neuro_symbolic.TestClaimAnalysis  (tests\reasoning\test_neuro_symbolic.py:223)


test_neuro_symbolic.test_documented_example  (tests\reasoning\test_neuro_symbolic.py:33)


test_neuro_symbolic.test_empty_returns_zero  (tests\reasoning\test_neuro_symbolic.py:37)


test_neuro_symbolic.test_single_rating_returned  (tests\reasoning\test_neuro_symbolic.py:40)


test_neuro_symbolic.test_100_percent_returns_100  (tests\reasoning\test_neuro_symbolic.py:43)


test_neuro_symbolic.test_zero_returns_zero  (tests\reasoning\test_neuro_symbolic.py:46)


test_neuro_symbolic.test_two_ratings_product_rule  (tests\reasoning\test_neuro_symbolic.py:49)


test_neuro_symbolic.test_result_is_multiple_of_ten  (tests\reasoning\test_neuro_symbolic.py:53)


test_neuro_symbolic.test_result_in_valid_range  (tests\reasoning\test_neuro_symbolic.py:57)


test_neuro_symbolic.test_order_independence  (tests\reasoning\test_neuro_symbolic.py:62)


test_neuro_symbolic.test_returns_int  (tests\reasoning\test_neuro_symbolic.py:65)


test_neuro_symbolic.test_empty_returns_zero  (tests\reasoning\test_neuro_symbolic.py:74)


test_neuro_symbolic.test_is_ten_percent_of_combined  (tests\reasoning\test_neuro_symbolic.py:77)


test_neuro_symbolic.test_single_rating  (tests\reasoning\test_neuro_symbolic.py:82)


test_neuro_symbolic.test_returns_float  (tests\reasoning\test_neuro_symbolic.py:87)


test_neuro_symbolic.test_nonzero_for_nonzero_inputs  (tests\reasoning\test_neuro_symbolic.py:90)


test_neuro_symbolic.test_entitlement_later_wins  (tests\reasoning\test_neuro_symbolic.py:99)


test_neuro_symbolic.test_claim_later_wins  (tests\reasoning\test_neuro_symbolic.py:103)


test_neuro_symbolic.test_equal_dates_returned  (tests\reasoning\test_neuro_symbolic.py:107)


test_neuro_symbolic.test_empty_claim_date_returns_entitlement  (tests\reasoning\test_neuro_symbolic.py:111)


test_neuro_symbolic.test_empty_entitlement_returns_claim  (tests\reasoning\test_neuro_symbolic.py:114)


test_neuro_symbolic.test_returns_string  (tests\reasoning\test_neuro_symbolic.py:117)


test_neuro_symbolic._axiom_set  (tests\reasoning\test_neuro_symbolic.py:126)


test_neuro_symbolic.test_instantiation  (tests\reasoning\test_neuro_symbolic.py:129)


test_neuro_symbolic.test_list_axioms_nonempty  (tests\reasoning\test_neuro_symbolic.py:132)


test_neuro_symbolic.test_core_axioms_registered  (tests\reasoning\test_neuro_symbolic.py:136)


test_neuro_symbolic.test_get_known_axiom_returns_object  (tests\reasoning\test_neuro_symbolic.py:141)


test_neuro_symbolic.test_get_unknown_axiom_returns_none  (tests\reasoning\test_neuro_symbolic.py:145)


test_neuro_symbolic.test_evaluate_valid_combined_ratings  (tests\reasoning\test_neuro_symbolic.py:148)


test_neuro_symbolic.test_evaluate_empty_ratings_not_ok  (tests\reasoning\test_neuro_symbolic.py:153)


test_neuro_symbolic.test_evaluate_unknown_axiom  (tests\reasoning\test_neuro_symbolic.py:157)


test_neuro_symbolic.test_default_instantiation  (tests\reasoning\test_neuro_symbolic.py:168)


test_neuro_symbolic.test_condition_stored  (tests\reasoning\test_neuro_symbolic.py:173)


test_neuro_symbolic.test_to_dict_has_evidence_id  (tests\reasoning\test_neuro_symbolic.py:177)


test_neuro_symbolic.test_evidence_type_default  (tests\reasoning\test_neuro_symbolic.py:182)


test_neuro_symbolic.test_severity_optional  (tests\reasoning\test_neuro_symbolic.py:186)


test_neuro_symbolic.test_default_instantiation  (tests\reasoning\test_neuro_symbolic.py:196)


test_neuro_symbolic.test_conditions_stored  (tests\reasoning\test_neuro_symbolic.py:201)


test_neuro_symbolic.test_existing_ratings_stored  (tests\reasoning\test_neuro_symbolic.py:205)


test_neuro_symbolic.test_to_dict_has_claim_id  (tests\reasoning\test_neuro_symbolic.py:209)


test_neuro_symbolic.test_evidence_list_default_empty  (tests\reasoning\test_neuro_symbolic.py:214)


test_neuro_symbolic.test_default_instantiation  (tests\reasoning\test_neuro_symbolic.py:224)


test_neuro_symbolic.test_tdiu_basis_default  (tests\reasoning\test_neuro_symbolic.py:229)


test_neuro_symbolic.test_verification_status_default  (tests\reasoning\test_neuro_symbolic.py:233)


test_neuro_symbolic.test_axioms_lists_default_empty  (tests\reasoning\test_neuro_symbolic.py:237)


test_search_tree.TestSearchTreeConfig  (tests\reasoning\test_search_tree.py:18)


test_search_tree.TestSearchNode  (tests\reasoning\test_search_tree.py:43)


test_search_tree.TestSearchTree  (tests\reasoning\test_search_tree.py:69)


test_search_tree.test_defaults  (tests\reasoning\test_search_tree.py:19)


test_search_tree.test_custom_config  (tests\reasoning\test_search_tree.py:26)


test_search_tree.test_defaults  (tests\reasoning\test_search_tree.py:44)


test_search_tree.test_node_id_generated  (tests\reasoning\test_search_tree.py:53)


test_search_tree.test_custom_values  (tests\reasoning\test_search_tree.py:58)


test_search_tree._tree  (tests\reasoning\test_search_tree.py:70)


test_search_tree.test_tree_id  (tests\reasoning\test_search_tree.py:73)


test_search_tree.test_default_config  (tests\reasoning\test_search_tree.py:77)


test_search_tree.test_nodes_empty_before_init  (tests\reasoning\test_search_tree.py:81)


test_search_tree.test_initialize_creates_root  (tests\reasoning\test_search_tree.py:86)


test_search_tree.test_initialize_registers_node  (tests\reasoning\test_search_tree.py:93)


test_search_tree.test_expand_node_creates_children  (tests\reasoning\test_search_tree.py:98)


test_search_tree.test_expand_node_depth_incremented  (tests\reasoning\test_search_tree.py:106)


test_search_tree.test_expand_node_parent_links_children  (tests\reasoning\test_search_tree.py:112)


test_search_tree.test_expand_node_registers_in_nodes  (tests\reasoning\test_search_tree.py:119)


test_search_tree.test_expand_nonexistent_node_raises  (tests\reasoning\test_search_tree.py:125)


test_search_tree.test_read_fact_without_database_returns_none  (tests\reasoning\test_search_tree.py:130)


test_search_tree.test_read_fact_with_database  (tests\reasoning\test_search_tree.py:134)


test_search_tree.test_read_fact_deduplicates_tracking  (tests\reasoning\test_search_tree.py:141)


test_search_tree.test_set_answer_stores_answer  (tests\reasoning\test_search_tree.py:148)


test_search_tree.test_set_answer_clamps_confidence  (tests\reasoning\test_search_tree.py:154)


test_search_tree.test_set_answer_reports_lineage  (tests\reasoning\test_search_tree.py:161)


test_search_tree.test_to_result_structure  (tests\reasoning\test_search_tree.py:169)


test_search_tree.test_to_result_node_count  (tests\reasoning\test_search_tree.py:181)


test_skest_engine.TestSKESTConfig  (tests\reasoning\test_skest_engine.py:18)


test_skest_engine.TestSKESTOrchestratorInit  (tests\reasoning\test_skest_engine.py:37)


test_skest_engine.TestSpawnTree  (tests\reasoning\test_skest_engine.py:61)


test_skest_engine.TestFactOperations  (tests\reasoning\test_skest_engine.py:100)


test_skest_engine.TestConsensusWithLineage  (tests\reasoning\test_skest_engine.py:132)


test_skest_engine.test_defaults  (tests\reasoning\test_skest_engine.py:19)


test_skest_engine.test_custom  (tests\reasoning\test_skest_engine.py:27)


test_skest_engine.test_default_init  (tests\reasoning\test_skest_engine.py:38)


test_skest_engine.test_custom_config  (tests\reasoning\test_skest_engine.py:44)


test_skest_engine.test_status_structure  (tests\reasoning\test_skest_engine.py:49)


test_skest_engine.setup_method  (tests\reasoning\test_skest_engine.py:62)


test_skest_engine.test_spawn_creates_tree  (tests\reasoning\test_skest_engine.py:65)


test_skest_engine.test_spawn_custom_heuristic  (tests\reasoning\test_skest_engine.py:69)


test_skest_engine.test_spawn_auto_id  (tests\reasoning\test_skest_engine.py:73)


test_skest_engine.test_get_tree_none_missing  (tests\reasoning\test_skest_engine.py:78)


test_skest_engine.test_remove_tree  (tests\reasoning\test_skest_engine.py:81)


test_skest_engine.test_remove_tree_missing  (tests\reasoning\test_skest_engine.py:87)


test_skest_engine.test_multiple_trees  (tests\reasoning\test_skest_engine.py:90)


test_skest_engine.setup_method  (tests\reasoning\test_skest_engine.py:101)


test_skest_engine.test_teleport_fact  (tests\reasoning\test_skest_engine.py:104)


test_skest_engine.test_fact_not_found_returns_none  (tests\reasoning\test_skest_engine.py:109)


test_skest_engine.test_teleport_multiple_facts  (tests\reasoning\test_skest_engine.py:113)


test_skest_engine.test_fact_shared_across_trees  (tests\reasoning\test_skest_engine.py:119)


test_skest_engine.setup_method  (tests\reasoning\test_skest_engine.py:133)


test_skest_engine.test_empty_results  (tests\reasoning\test_skest_engine.py:136)


test_skest_engine.test_single_result  (tests\reasoning\test_skest_engine.py:142)


test_skest_engine.test_unanimous_answer  (tests\reasoning\test_skest_engine.py:149)


test_skest_engine.test_majority_wins  (tests\reasoning\test_skest_engine.py:159)


test_skest_engine.test_tree_count_in_result  (tests\reasoning\test_skest_engine.py:168)


test_skest_engine.test_diversity_bonus_field  (tests\reasoning\test_skest_engine.py:176)


test_skest_engine.test_confidence_bounded_one  (tests\reasoning\test_skest_engine.py:181)


test_alert_system.TestAlertSystem  (tests\regulatory\test_alert_system.py:13)


test_alert_system.setup_method  (tests\regulatory\test_alert_system.py:16)


test_alert_system.test_initialization  (tests\regulatory\test_alert_system.py:21)


test_alert_system.test_check_upcoming_deadlines  (tests\regulatory\test_alert_system.py:26)


test_alert_system.test_check_grace_period_ending  (tests\regulatory\test_alert_system.py:38)


test_alert_system.test_create_compliance_gap_alerts  (tests\regulatory\test_alert_system.py:43)


test_alert_system.test_get_unread_alerts  (tests\regulatory\test_alert_system.py:59)


test_alert_system.test_mark_as_read  (tests\regulatory\test_alert_system.py:67)


test_alert_system.test_dismiss_alert  (tests\regulatory\test_alert_system.py:78)


test_alert_system.test_get_active_alerts  (tests\regulatory\test_alert_system.py:89)


test_alert_system.test_subscribe  (tests\regulatory\test_alert_system.py:102)


test_alert_system.test_subscribe_with_preferences  (tests\regulatory\test_alert_system.py:108)


test_alert_system.test_unsubscribe  (tests\regulatory\test_alert_system.py:120)


test_alert_system.test_generate_newsletter  (tests\regulatory\test_alert_system.py:128)


test_alert_system.test_generate_email_newsletter  (tests\regulatory\test_alert_system.py:143)


test_alert_system.test_get_alert_statistics  (tests\regulatory\test_alert_system.py:153)


test_alert_system.test_alert_priority_based_on_urgency  (tests\regulatory\test_alert_system.py:165)


test_compliance_calendar.TestComplianceCalendar  (tests\regulatory\test_compliance_calendar.py:12)


test_compliance_calendar.setup_method  (tests\regulatory\test_compliance_calendar.py:15)


test_compliance_calendar.test_initialization  (tests\regulatory\test_compliance_calendar.py:20)


test_compliance_calendar.test_add_event  (tests\regulatory\test_compliance_calendar.py:24)


test_compliance_calendar.test_get_events_by_date_range  (tests\regulatory\test_compliance_calendar.py:38)


test_compliance_calendar.test_get_upcoming_events  (tests\regulatory\test_compliance_calendar.py:46)


test_compliance_calendar.test_get_events_by_type  (tests\regulatory\test_compliance_calendar.py:58)


test_compliance_calendar.test_get_events_by_regulation  (tests\regulatory\test_compliance_calendar.py:66)


test_compliance_calendar.test_mark_complete  (tests\regulatory\test_compliance_calendar.py:72)


test_compliance_calendar.test_get_monthly_view  (tests\regulatory\test_compliance_calendar.py:88)


test_compliance_calendar.test_get_yearly_overview  (tests\regulatory\test_compliance_calendar.py:98)


test_compliance_calendar.test_get_compliance_timeline  (tests\regulatory\test_compliance_calendar.py:108)


test_compliance_calendar.test_create_review_schedule  (tests\regulatory\test_compliance_calendar.py:117)


test_compliance_calendar.test_get_statistics  (tests\regulatory\test_compliance_calendar.py:128)


test_compliance_calendar.test_generate_deadline_report  (tests\regulatory\test_compliance_calendar.py:140)


test_compliance_calendar.test_check_notification_needed  (tests\regulatory\test_compliance_calendar.py:148)


test_compliance_calendar.test_get_past_due_events  (tests\regulatory\test_compliance_calendar.py:163)


test_compliance_checker.TestComplianceChecker  (tests\regulatory\test_compliance_checker.py:19)


test_compliance_checker.setup_method  (tests\regulatory\test_compliance_checker.py:22)


test_compliance_checker.test_initialization  (tests\regulatory\test_compliance_checker.py:27)


test_compliance_checker.test_classify_risk_eu_high_risk_employment  (tests\regulatory\test_compliance_checker.py:31)


test_compliance_checker.test_classify_risk_eu_high_risk_biometrics  (tests\regulatory\test_compliance_checker.py:46)


test_compliance_checker.test_classify_risk_eu_limited_risk_chatbot  (tests\regulatory\test_compliance_checker.py:60)


test_compliance_checker.test_classify_risk_eu_minimal_risk  (tests\regulatory\test_compliance_checker.py:73)


test_compliance_checker.test_classify_risk_us_federal  (tests\regulatory\test_compliance_checker.py:85)


test_compliance_checker.test_classify_risk_colorado  (tests\regulatory\test_compliance_checker.py:99)


test_compliance_checker.test_get_applicable_regulations  (tests\regulatory\test_compliance_checker.py:113)


test_compliance_checker.test_analyze_compliance_no_features  (tests\regulatory\test_compliance_checker.py:128)


test_compliance_checker.test_analyze_compliance_with_features  (tests\regulatory\test_compliance_checker.py:145)


test_compliance_checker.test_quick_check  (tests\regulatory\test_compliance_checker.py:168)


test_compliance_checker.test_compliance_score_no_features  (tests\regulatory\test_compliance_checker.py:185)


test_compliance_checker.test_compliance_score_with_features  (tests\regulatory\test_compliance_checker.py:199)


test_compliance_checker.test_check_requirement_compliance  (tests\regulatory\test_compliance_checker.py:222)


test_compliance_checker.test_multiple_regions  (tests\regulatory\test_compliance_checker.py:251)


test_database.TestRegulationDatabase  (tests\regulatory\test_database.py:12)


test_database.setup_method  (tests\regulatory\test_database.py:15)


test_database.test_initialization  (tests\regulatory\test_database.py:19)


test_database.test_get_regulation  (tests\regulatory\test_database.py:25)


test_database.test_get_regulation_not_found  (tests\regulatory\test_database.py:33)


test_database.test_get_regulations_by_region  (tests\regulatory\test_database.py:38)


test_database.test_get_active_regulations  (tests\regulatory\test_database.py:48)


test_database.test_search_regulations  (tests\regulatory\test_database.py:54)


test_database.test_get_requirements_by_category  (tests\regulatory\test_database.py:63)


test_database.test_get_requirements_by_risk_level  (tests\regulatory\test_database.py:68)


test_database.test_get_upcoming_deadlines  (tests\regulatory\test_database.py:73)


test_database.test_eu_ai_act_requirements  (tests\regulatory\test_database.py:85)


test_database.test_us_eo_14110_requirements  (tests\regulatory\test_database.py:97)


test_database.test_colorado_ai_act  (tests\regulatory\test_database.py:103)


test_database.test_statistics  (tests\regulatory\test_database.py:110)


test_database.test_regulation_requirements_have_aevion_features  (tests\regulatory\test_database.py:118)


test_feature_mapper.TestFeatureMapper  (tests\regulatory\test_feature_mapper.py:12)


test_feature_mapper.setup_method  (tests\regulatory\test_feature_mapper.py:15)


test_feature_mapper.test_initialization  (tests\regulatory\test_feature_mapper.py:20)


test_feature_mapper.test_feature_catalog_structure  (tests\regulatory\test_feature_mapper.py:26)


test_feature_mapper.test_map_requirements_to_features  (tests\regulatory\test_feature_mapper.py:33)


test_feature_mapper.test_map_features_to_requirements  (tests\regulatory\test_feature_mapper.py:42)


test_feature_mapper.test_get_feature_coverage  (tests\regulatory\test_feature_mapper.py:51)


test_feature_mapper.test_get_feature_coverage_not_found  (tests\regulatory\test_feature_mapper.py:60)


test_feature_mapper.test_get_regulation_coverage  (tests\regulatory\test_feature_mapper.py:65)


test_feature_mapper.test_get_regulation_coverage_not_found  (tests\regulatory\test_feature_mapper.py:74)


test_feature_mapper.test_get_regional_coverage  (tests\regulatory\test_feature_mapper.py:79)


test_feature_mapper.test_identify_gaps_no_features  (tests\regulatory\test_feature_mapper.py:88)


test_feature_mapper.test_identify_gaps_some_features  (tests\regulatory\test_feature_mapper.py:98)


test_feature_mapper.test_generate_compliance_roadmap  (tests\regulatory\test_feature_mapper.py:106)


test_feature_mapper.test_export_feature_catalog  (tests\regulatory\test_feature_mapper.py:124)


test_feature_mapper.test_feature_prioritization  (tests\regulatory\test_feature_mapper.py:133)


test_feature_mapper.test_coverage_improves_with_features  (tests\regulatory\test_feature_mapper.py:150)


run_integration_tests.run_tests  (tests\run_integration_tests.py:34)


run_integration_tests.main  (tests\run_integration_tests.py:96)


rust_go_benchmark.benchmark_rust_consensus  (tests\rust_go_benchmark.py:16)


rust_go_benchmark.benchmark_go_consensus  (tests\rust_go_benchmark.py:52)


rust_go_benchmark.benchmark_hybrid  (tests\rust_go_benchmark.py:83)