round5-rt-cells / validate_rt.py
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RT-cut: repair-side mechanisms trx7/rst7/rt7 + sv7d baselines, 3 replicates
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#!/usr/bin/env python3
"""RT-cut CPU validation: trace-exec (harness+renderer), blocked-restart
(prepare+renderer), emit-top-k, and the rt7 routed combo. Exit 0 = all pass."""
import asyncio, importlib.util, json, os, subprocess, sys, tempfile
from concurrent.futures import ThreadPoolExecutor
HERE = os.path.dirname(os.path.abspath(__file__))
SELF = os.path.join(HERE, "minipatch", "selffb")
sys.path.insert(0, SELF)
spec = importlib.util.spec_from_file_location("svp", os.path.join(SELF, "selffb_v2_prepare.py"))
mod = importlib.util.module_from_spec(spec); spec.loader.exec_module(mod)
HARNESS = os.path.join(HERE, "minipatch", "scripts", "lcb_public_probe_harness_spj.py")
RUN_INPUTS = os.path.join(SELF, "run_inputs_harness.py")
PASS = FAIL = 0
def check(name, ok, detail=""):
global PASS, FAIL
ok = bool(ok); PASS += ok; FAIL += (not ok)
print(f"{'PASS' if ok else 'FAIL'} {name}" + (f" [{detail}]" if detail and not ok else ""))
def run_harness(code, tests, env=None):
e = dict(os.environ); e.update(env or {})
with tempfile.TemporaryDirectory() as td:
cp = os.path.join(td, "c.py"); open(cp, "w").write(code)
tp = os.path.join(td, "t.json"); json.dump(tests, open(tp, "w"))
r = subprocess.run([sys.executable, HARNESS, cp, tp],
capture_output=True, text=True, timeout=120, env=e)
return json.loads(r.stdout.strip().splitlines()[-1])
# ── T1-T2: harness trace ─────────────────────────────────────────────────
WA = "a,b=map(int,input().split())\ns=a-b\nprint(s)"
tests = {"inputs": ["3 4\n"], "outputs": ["7\n"], "time_limit": 4}
v_on = run_harness(WA, tests, {"LCB_TRACE_EXEC": "1"})
v_off = run_harness(WA, tests)
tr = (v_on.get("first_fail") or {}).get("trace", "")
check("T1a trace present w/ env", "L2:" in tr and "s=" in tr, tr[:120])
check("T1b bit-identical w/o env", "trace" not in (v_off.get("first_fail") or {}), str(v_off)[:100])
TLE = "a,b=map(int,input().split())\nwhile True:\n a+=1"
v = run_harness(TLE, {"inputs": ["1 2\n"], "outputs": ["3\n"], "time_limit": 3}, {"LCB_TRACE_EXEC": "1"})
tr = (v.get("first_fail") or {}).get("trace", "")
check("T2 TLE trace shows hot loop", "TIME LIMIT" in tr and "a+=1" in tr, tr[-150:])
# ── T3: aggregate renderer shows trace ───────────────────────────────────
aspec = importlib.util.spec_from_file_location(
"fa", os.path.join(HERE, "minipatch", "benchmarks", "livecodebench", "_feedback_aggregate.py"))
fa = importlib.util.module_from_spec(aspec); aspec.loader.exec_module(fa)
os.environ["LCB_FB_MAX_SHOWN"] = "3"
pub = {"category": "wrong_answer", "n_pass": 0, "n_ran": 1, "n_total": 1,
"first_fail": {"idx": 0, "input": "3 4", "expected": "7", "actual": "-1",
"kind": "wrong_answer", "trace": "L2: s=a-b || s=-1"},
"fails": [{"idx": 0, "input": "3 4", "expected": "7", "actual": "-1",
"kind": "wrong_answer", "trace": "L2: s=a-b || s=-1"}]}
blk = fa._rich_block(pub, 3)
check("T3 renderer includes RUNTIME TRACE", "RUNTIME TRACE" in blk and "s=a-b" in blk, blk[:150])
# ── T4: canonical restart mode ───────────────────────────────────────────
with tempfile.TemporaryDirectory() as td:
seedf = os.path.join(td, "seeds.jsonl")
open(seedf, "w").write(json.dumps({"id": "p1", "question": "QSTATEMENT", "problem": "QSTATEMENT"}) + "\n")
pubf = os.path.join(td, "pub.jsonl")
open(pubf, "w").write(json.dumps({"id": "p1", "public_tests": json.dumps(
{"inputs": ["1 2\n"], "outputs": ["3\n"], "time_limit": 4})}) + "\n")
logf = os.path.join(td, "fb.jsonl")
rst = os.path.join(td, "r.jsonl")
open(rst, "w").write(json.dumps({"id": "p1", "loop": 3, "keep": 2}) + "\n")
env = {"LCB_FB_SEED": seedf, "LCB_FB_PUBLIC": pubf, "LCB_FB_LOG": logf,
"LCB_FB_HARNESS": HARNESS, "LCB_FB_MAX_SHOWN": "3"}
for k, v in env.items(): os.environ[k] = v
cspec = importlib.util.spec_from_file_location(
"fc", os.path.join(HERE, "minipatch", "benchmarks", "livecodebench", "_feedback_canonical.py"))
fc = importlib.util.module_from_spec(cspec); cspec.loader.exec_module(fc)
fn = getattr(fc, "feedback_canonical", None) or getattr(fc, "canonical_fb", None)
if fn is None:
fn = next(v for k, v in vars(fc).items() if callable(v) and "feedback" in k or k == "operator")
cands = [f"```python\nprint({i})\n```" for i in range(5)]
os.environ["LCB_FB_RESTART"] = rst
out_on = fn("QSTATEMENT", cands)
del os.environ["LCB_FB_RESTART"]
out_off = fn("QSTATEMENT", cands)
check("T4a restart: directive + only 2 parents",
"RESTART DIRECTIVE" in out_on and "Solution 3" not in out_on and "Solution 2" in out_on,
out_on[-200:])
check("T4b no env: all 5 parents, no directive",
"RESTART DIRECTIVE" not in out_off and "Solution 5" in out_off, out_off[:100])
# ── T5-T8: prepare end-to-end (stub client from D-cut suite) ─────────────
sys.path.insert(0, os.path.join(HERE, "..", "round5_abcd_cut"))
P1 = ("Read two integers a and b from stdin and print their sum.\n\n"
"Example\nInput\n1 2\nOutput\n3\n")
SUM_CODE = "a,b=map(int,input().split());print(a+b)"
BAD = "a,b=map(int,input().split());print(a-b)"
class FM: pass
class Client:
def __init__(self):
c = self
class Comp:
async def create(self, **kw):
p = kw["messages"][0]["content"]
py = lambda cd: f"```python\n{cd}\n```"
if "Extract every SAMPLE" in p or "worked EXAMPLES" in p:
t = f"```json\n{json.dumps({'samples': [{'input': '1 2\n', 'output': '3\n'}]})}\n```"
elif "stress-input design" in p:
t = (f"```json\n{json.dumps({'probe_inputs': [{'input': '0 0\n'}]})}\n```"
"\n```python\nimport sys\nsys.exit(0)\n```")
elif "break_inputs" in p:
t = f"```json\n{json.dumps({'break_inputs': [{'input': '5 5\n'}]})}\n```"
else:
t = py(SUM_CODE)
r = FM(); r.usage = FM(); r.usage.prompt_tokens = 5; r.usage.completion_tokens = 5
ch = FM(); ch.message = FM(); ch.message.content = t; r.choices = [ch]
return r
self.chat = FM(); self.chat.completions = Comp()
def make_args(extra, tmp, loop_n=1):
cap = {}; orig_run, orig_ma = mod.asyncio.run, mod.main_async
mod.main_async = lambda a: cap.update(a=a); mod.asyncio.run = lambda c: c
ck = os.path.join(tmp, "ck.json"); json.dump({"problems": []}, open(ck, "w"))
sd = os.path.join(tmp, "s.jsonl"); open(sd, "w").write("")
argv = ["p", "--checkpoint", ck, "--seeds", sd, "--loop", str(loop_n),
"--out", os.path.join(tmp, "fb_tests.jsonl"), "--audit", os.path.join(tmp, "a.jsonl"),
"--bank", os.path.join(tmp, "bank.jsonl"), "--harness", RUN_INPUTS,
"--agree", "all", "--samples", "anchor", "--gen-tests", "off", "--probes", "valid",
"--wb-cands", "8", "--wb-certify", "--eff-anchor-tol", "0.7",
"--exec-workers", "4", "--time-limit", "4.0"] + extra
old = sys.argv; sys.argv = argv
try: mod.main()
finally: sys.argv = old; mod.asyncio.run = orig_run; mod.main_async = orig_ma
a = cap["a"]
a._trstreak_path = a.bank + ".trstreak.json"
try: a._trstreak = json.load(open(a._trstreak_path))
except Exception: a._trstreak = {}
return a
def drive(args, cands):
async def go():
sem = asyncio.Semaphore(8); pool = ThreadPoolExecutor(max_workers=4)
bank = mod.Bank(args.bank); lock = asyncio.Lock()
outf = open(args.out, "a"); auditf = open(args.audit, "a")
await mod.handle_problem("p1", {"question": P1, "cands": cands},
{"format": "stdin_stdout"}, Client(), args, sem, pool,
bank, outf, auditf, lock)
outf.close(); auditf.close(); pool.shutdown()
asyncio.run(go())
audit = [json.loads(l) for l in open(args.audit)][-1]
tests = None
for l in open(args.out):
r = json.loads(l)
if r.get("id") == "p1" and "public_tests" in r:
tests = json.loads(r["public_tests"])
return audit, tests
bad = f"```python\n{BAD}\n```"
with tempfile.TemporaryDirectory() as tmp:
a1 = make_args(["--blocked-restart"], tmp, 1); drive(a1, [bad, bad])
a2 = make_args(["--blocked-restart"], tmp, 2)
audit, _ = drive(a2, [bad, bad])
rows = [json.loads(l) for l in open(a2.out + ".restart.jsonl")] \
if os.path.exists(a2.out + ".restart.jsonl") else []
check("T5 blocked-restart fires at streak 2",
audit["funnel"].get("restart_fired") and rows and rows[-1]["keep"] == 4,
f"{audit['funnel'].get('restart_fired')} rows={rows}")
with tempfile.TemporaryDirectory() as tmp:
a = make_args(["--emit-order", "failcount", "--emit-top-k", "2", "--fb-summary"], tmp)
audit, t = drive(a, [bad, bad])
bank_n = len(json.loads(next(iter(open(a.bank))))["tests"])
check("T6 emit-top-k: emission 2, bank larger",
t and len(t["inputs"]) == 2 and bank_n > 2,
f"emitted={len(t['inputs']) if t else 0} bank={bank_n}")
with tempfile.TemporaryDirectory() as tmp:
a = make_args(["--wb-pair", "--emit-order", "failcount", "--emit-top-k", "20",
"--out-validators", "--blocked-restart"], tmp)
audit, t = drive(a, [bad, bad])
check("T7 rt7 combo runs clean, tests emitted", t and audit["funnel"].get("n_bank", 0) > 0,
str(audit["funnel"])[:120])
with tempfile.TemporaryDirectory() as tmp:
a = make_args([], tmp)
audit, t = drive(a, [f"```python\n{SUM_CODE}\n```"])
check("T8 sv7 control: no RT funnel keys",
not (set(audit["funnel"]) & {"restart_fired"}) and t, str(audit["funnel"])[:100])
print(f"\n{PASS} passed, {FAIL} failed")
sys.exit(1 if FAIL else 0)