#!/usr/bin/env python """Integration test for the multimodal task system (free, local, no model). Runs each modality's verifier on a known-GOOD and known-BAD example to prove the objective reward signal works, plus the blended-reward routing. The full model-in-the-loop integration is the smoke run on HF; this proves the verifier plumbing first. """ import sys from pathlib import Path HERE = Path(__file__).resolve().parent sys.path.insert(0, str(HERE)) def ok(m): print(" [PASS]", m) def fail(m): print(" [FAIL]", m); sys.exit(1) def main(): print("INTEGRATION checks (verifiers, free):") from core import verifiers as V from core import modalities as M # python: good runs, bad errors good_py = "```python\ndef add(a,b):\n return a+b\nassert add(2,3)==5\n```" bad_py = "```python\ndef add(a,b)\n return a+b\n```" # syntax error if V.verify_python(good_py) != 1.0: fail("verify_python good != 1.0") if V.verify_python(bad_py) != 0.0: fail("verify_python bad != 0.0") ok("verify_python: good=1.0, bad=0.0") # svg: valid parses with a shape, junk fails good_svg = '' if V.verify_svg(good_svg) != 1.0: fail("verify_svg good != 1.0") if V.verify_svg("not an svg") != 0.0: fail("verify_svg junk != 0.0") ok("verify_svg: valid=1.0, junk=0.0") # bash syntax check -- assert only on posix (Git Bash on Windows mangles temp paths; # the real verification runs on the Linux Job). import os import shutil if os.name == "posix" and shutil.which("bash"): if V.verify_bash("```bash\necho hi && ls\n```") != 1.0: fail("verify_bash good != 1.0") if V.verify_bash("```bash\nif then fi done\n```") != 0.0: fail("verify_bash bad != 0.0") ok("verify_bash: good=1.0, bad=0.0") else: ok("verify_bash skipped on non-posix (verified on the Linux Job)") # 3d (only if trimesh installed locally; always available on the Job) try: import trimesh # noqa good_3d = "```python\nimport trimesh\nmesh = trimesh.creation.box(extents=(1,1,1))\n```" if V.verify_3d(good_3d) != 1.0: fail("verify_3d good != 1.0") if V.verify_3d("```python\nmesh = 5\n```") != 0.0: fail("verify_3d bad != 0.0") ok("verify_3d: valid mesh=1.0, non-mesh=0.0") except ImportError: ok("verify_3d skipped locally (trimesh not installed; present on the Job)") # blended reward: verifier-backed type blends; non-verifier type passes judge through r1 = M.blended_reward("python", judge_score=0.5, response_text=good_py) # 0.6*1 + 0.4*0.5 if abs(r1 - 0.8) > 1e-6: fail(f"blended_reward python wrong: {r1}") r2 = M.blended_reward("image_prompt", judge_score=0.5, response_text="any") if r2 != 0.5: fail(f"blended_reward non-verifier should pass judge through: {r2}") ok("blended_reward: verifier-blended + judge-passthrough correct") print("INTEGRATION checks passed.\n") if __name__ == "__main__": main()