Muthukumarank commited on
Commit
ab9309f
·
verified ·
1 Parent(s): c1e21de

Add multi-agent API routes: iterative pipeline + behavior extraction + complexity + security scan

Browse files
backend/app/api/multi_agent_routes.py ADDED
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+
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+
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+ # ═══ MULTI-AGENT ITERATIVE PIPELINE (Research-Grade Novelty) ═══
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+
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+ class MultiAgentRequest(BaseModel):
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+ source_code: Optional[str] = None
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+ requirements: Optional[str] = None
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+ openapi_spec: Optional[Dict[str, Any]] = None
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+ framework: str = Field(default="pytest")
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+ language: str = Field(default="python")
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+ test_types: Optional[List[str]] = Field(default=["unit", "integration", "edge_case", "security"])
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+ max_iterations: int = Field(default=2, ge=1, le=5)
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+
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+
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+ @router.post("/generate/multi-agent", summary="🧠 Multi-Agent Iterative Pipeline (Research-Grade)",
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+ description="5-agent system: Analyze → Generate → Validate → Refine → Map Coverage. Inspired by MuTAP (arxiv:2308.16557).")
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+ async def multi_agent_generate(req: MultiAgentRequest):
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+ """
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+ RESEARCH-GRADE: Multi-agent iterative test refinement.
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+
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+ Unlike single-shot generation, this:
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+ 1. Extracts testable BEHAVIORS from input
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+ 2. Generates initial tests
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+ 3. Scores test quality (A-D)
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+ 4. If quality < B: iteratively refines using mutation feedback
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+ 5. Maps which behaviors are tested vs untested (Behavior Coverage)
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+
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+ Returns: tests + quality score + behavior coverage map + refinement history
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+ """
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+ from app.services.multi_agent_engine import run_multi_agent_pipeline
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+ try:
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+ result = await run_multi_agent_pipeline(
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+ source_code=req.source_code or "",
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+ requirements=req.requirements or "",
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+ api_spec=req.openapi_spec,
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+ framework=req.framework,
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+ language=req.language,
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+ test_types=req.test_types,
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+ max_iterations=req.max_iterations,
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+ )
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+ return result
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+ except Exception as e:
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+ raise HTTPException(status_code=500, detail=str(e))
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+
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+
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+ @router.post("/analyze/behaviors", summary="Extract testable behaviors from input")
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+ async def extract_behaviors_endpoint(req: MultiAgentRequest):
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+ """Extract all testable behaviors without generating tests — useful for planning."""
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+ from app.services.multi_agent_engine import extract_behaviors
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+ behaviors = extract_behaviors(req.source_code or "", req.requirements or "", req.openapi_spec)
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+ return {
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+ "total_behaviors": len(behaviors),
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+ "behaviors": [{"id": b.id, "description": b.description, "category": b.category, "priority": b.priority, "source": b.source} for b in behaviors],
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+ "by_category": {cat: len([b for b in behaviors if b.category == cat]) for cat in set(b.category for b in behaviors)},
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+ "by_priority": {pri: len([b for b in behaviors if b.priority == pri]) for pri in set(b.priority for b in behaviors)},
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+ }
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+
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+
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+ @router.post("/analyze/complexity", summary="Analyze code complexity and testing priority")
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+ async def complexity_endpoint(source_code: str = "", language: str = "python"):
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+ """AST-based cyclomatic complexity analysis — identifies which functions need the most tests."""
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+ from app.services.novelty_features import analyze_code_complexity
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+ return analyze_code_complexity(source_code, language)
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+
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+
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+ @router.post("/analyze/security", summary="OWASP-style API security scan")
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+ async def security_scan_endpoint(openapi_spec: Dict[str, Any] = {}):
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+ """Scan API spec for security vulnerabilities that need testing."""
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+ from app.services.novelty_features import scan_api_security
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+ return scan_api_security(openapi_spec)