| import asyncio |
| import json |
| import time |
| import requests |
| import logging |
|
|
| logging.basicConfig(level=logging.INFO, format="%(asctime)s - [%(levelname)s] - %(message)s") |
| logger = logging.getLogger("V2AcceptanceVerifier") |
|
|
| BASE_URL = "http://localhost:8000" |
|
|
| def verify_v2_acceptance_suite(): |
| logger.info("=================================================================") |
| logger.info(" 12D AI Assessment Engine V2.0 Final Acceptance Verification ") |
| logger.info("=================================================================") |
|
|
| |
| logger.info("\n[1/4] Checking System V2.0 Health & Prometheus Metrics...") |
| r = requests.get(f"{BASE_URL}/health") |
| assert r.status_code == 200, f"Health check failed: {r.text}" |
| logger.info(f"Health Response: {r.json()}") |
|
|
| |
| logger.info("\n[2/4] Testing DSM-5 / ICD-11 Multi-Agent Clinical Consensus...") |
| from app.agents.clinical_consensus import ClinicalMultiAgentSystem |
| |
| class MockVectorStore: |
| def search(self, query: str, top_k: int = 3): |
| class Doc: |
| text = "DSM-5 315.4 (Developmental Coordination Disorder) & ICD-11 6A05." |
| return [Doc()] |
|
|
| agent_system = ClinicalMultiAgentSystem(vector_store_client=MockVectorStore()) |
| scores = {"Executive_Function": -2.1, "Attention_Control": -1.8, "Visual_Spatial": 0.5} |
| report = agent_system.execute_consensus_diagnosis({"age_months": 72}, scores) |
| |
| assert "primary_diagnostic_impression" in report |
| assert len(report["clinical_interventions"]) > 0 |
| logger.info(f"Generated Clinical Impression: {report['primary_diagnostic_impression']}") |
| logger.info(f"Aligned Guidelines: {report['dsm5_icd11_alignment']}") |
|
|
| |
| logger.info("\n[3/4] Verifying Multimodal Fusion Engine (Gaze, AU, Audio)...") |
| from app.schemas.multimodal import MultimodalFramePayload, EyeTrackingPoint, MicroExpressionAU |
| from app.services.multimodal_fusion import MultimodalFusionEngine |
| |
| payload = MultimodalFramePayload( |
| session_id="v2_test_sess", |
| item_id="item_v2_001", |
| gaze_stream=[EyeTrackingPoint(x=0.5, y=0.5, pupil_dilation=4.8, timestamp_ms=100)], |
| micro_expressions=[MicroExpressionAU(action_unit="AU04", intensity=0.9)], |
| audio_metrics=None, |
| captured_at="2026-07-29T10:00:00Z" |
| ) |
| cli_score = MultimodalFusionEngine.calculate_cognitive_load(payload) |
| logger.info(f"Calculated Cognitive Load Index (CLI): {cli_score}") |
| assert cli_score > 0.5 |
|
|
| |
| logger.info("\n[4/4] Final Verification Passed!") |
| logger.info("🎉 12D AI Assessment Engine V2.0 GA is READY FOR PRODUCTION DEPLOYMENT!") |
|
|
| if __name__ == "__main__": |
| verify_v2_acceptance_suite() |
|
|
