feat: complete production hardening implementation, specialty canonicalization, google-genai migration, voice reliability, sqlite concurrency, and test suite consolidation

2026-09-07 12:57:54 +05:30
parent c23d979338
commit 92fa71ae4a
99 changed files with 5167 additions and 3550 deletions
@@ -0,0 +1,84 @@
+"""
+Deterministic completion evaluation engine. Single source of truth for onboarding completion.
+"""
+
+from typing import Dict, Any, List
+
+
+def field_status(field_val: Any) -> str:
+    """
+    Returns field status: 'not_collected' | 'reported' | 'confirmed_none' | 'unknown' | 'declined'
+    """
+    if field_val is None:
+        return "not_collected"
+
+    if isinstance(field_val, dict):
+        status = field_val.get("status")
+        if status in ["reported", "confirmed_none", "unknown", "declined"]:
+            return status
+        items = field_val.get("items", [])
+        return "reported" if items else "not_collected"
+
+    if isinstance(field_val, list):
+        return "reported" if len(field_val) > 0 else "not_collected"
+
+    if isinstance(field_val, str) and field_val.strip():
+        return "reported"
+
+    return "not_collected"
+
+
+def check_required_missing(state: Dict[str, Any]) -> List[str]:
+    """
+    Single source of truth evaluating missing clinical fields for onboarding completion.
+    Required fields: reason_for_visit, symptoms, duration, medical_history, medications, allergies.
+    """
+    if not isinstance(state, dict):
+        state = {}
+
+    missing: List[str] = []
+
+    # 1. Reason for Visit
+    if field_status(state.get("reason_for_visit")) == "not_collected":
+        missing.append("reason_for_visit")
+
+    # 2. Symptoms
+    symptoms = state.get("symptoms", [])
+    sym_status = field_status(symptoms)
+    if sym_status == "not_collected":
+        missing.append("symptoms")
+
+    # 3. Duration
+    has_duration = False
+    if isinstance(symptoms, list) and symptoms:
+        for s in symptoms:
+            if isinstance(s, dict) and s.get("duration"):
+                has_duration = True
+                break
+    if not has_duration and state.get("duration"):
+        has_duration = True
+
+    if sym_status != "not_collected" and not has_duration:
+        missing.append("duration")
+
+    # 4. Medical History
+    if field_status(state.get("medical_history")) == "not_collected":
+        missing.append("medical_history")
+
+    # 5. Medications
+    if field_status(state.get("medications")) == "not_collected":
+        missing.append("medications")
+
+    # 6. Allergies
+    if field_status(state.get("allergies")) == "not_collected":
+        missing.append("allergies")
+
+    return missing
+
+
+def is_onboarding_complete(state: Dict[str, Any]) -> bool:
+    """
+    Returns True ONLY if all required fields are collected or confirmed_none.
+    """
+    missing = check_required_missing(state)
+    return len(missing) == 0