feat: Phase 2 - HINA Agent + Strategy Agent + classifier

orchestrator.py

@@ -21,6 +21,9 @@ from config import Config
 from cobol_testgen import extract_structure, generate_data, incremental_supplement
 from cobol_testgen.coverage import check_coverage
 from hina.gate import check as gate_check
+from hina.classifier import compute_confidence
+from hina.hina_agent import classify_with_llm
+from hina.strategy import supplement as strategy_supplement
 
 logger = logging.getLogger(__name__)
 
@@ -45,10 +48,27 @@ def run_pipeline(cfg: Config, cpath: str, cbl: str, java: str, map_path: str) ->
         if vr.llm_cost > cfg.max_llm_cost:
             return _done(vr, t0, "BLOCKED", 3)
 
-        # ── Phase 1: cobol_testgen 结构提取 + 路径覆盖 + 质量门禁 ──
+            # ── Phase 1+2: cobol_testgen + HINA Agent + 策略 Agent + 质量门禁 ──
         try:
             cobol_src_text = Path(cbl).read_text(encoding="utf-8")
             structure = extract_structure(cobol_src_text)
+
+            # HINA Agent 类型判定
+            hina_result = {}
+            try:
+                hina_result = compute_confidence(cobol_src_text, structure)
+                if hina_result.get("confidence", 0) < 0.7 and structure:
+                    llm_hina = classify_with_llm(structure, llm)
+                    if llm_hina.get("confidence", 0) > hina_result.get("confidence", 0):
+                        hina_result = llm_hina
+                vr.hina_type = hina_result.get("category", "")
+                vr.hina_confidence = hina_result.get("confidence", 0.0)
+                vr.debug["hina_result"] = hina_result
+            except Exception as e:
+                vr.debug["hina_agent_error"] = str(e)
+                logger.warning(f"[orchestrator] HINA Agent 判定失败: {e}")
+
+            # cobol_testgen 路径枚举 + 基础数据生成
             base_records = generate_data(cobol_src_text, structure)
             vr.debug["cobol_testgen_records"] = len(base_records)
             vr.debug["total_branches"] = structure.get("total_branches", 0)
@@ -57,11 +77,15 @@ def run_pipeline(cfg: Config, cpath: str, cbl: str, java: str, map_path: str) ->
             for i, rec in enumerate(base_records):
                 base_testcases.append(TestCase(id=f"CTG-{i+1:04d}", fields=dict(rec)))
 
+            # 策略 Agent 补充
+            strategy_tests = strategy_supplement(base_testcases, hina_result)
+            complete_tests = base_testcases + strategy_tests
+
+            # 质量门禁循环
             cov = check_coverage(structure, base_records)
             for attempt in range(cfg.max_quality_retries):
                 gate_result = gate_check(
-                    base_testcases, {},
-                    cov,
+                    complete_tests, hina_result, cov,
                     decision_threshold=cfg.quality_gate_decision_threshold,
                     paragraph_threshold=cfg.quality_gate_paragraph_threshold,
                 )