round5-rt-cells / patch_v3.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 patch: --emit-top-k, --blocked-restart (prepare); trace-exec (harness);
trace + restart rendering (renderer). All opt-in; bit-identical when off."""
import sys
def apply(path, edits):
s = open(path).read()
for old, new in edits:
n = s.count(old)
if n != 1:
sys.exit(f"ANCHOR FAIL in {path} ({n}): {old[:80]!r}")
s = s.replace(old, new)
open(path, "w").write(s)
print(f"{path}: {len(edits)} edits")
# ── prepare: emit-top-k + blocked-restart ────────────────────────────────
P = "minipatch/selffb/selffb_v2_prepare.py"
apply(P, [
# emit-top-k truncation at emission
(""" if merged:
pub = {"inputs": [t["input"] for t in merged],
"outputs": [t["output"] for t in merged]}""",
""" emit = merged[:args.emit_top_k] if args.emit_top_k > 0 else merged
if emit:
pub = {"inputs": [t["input"] for t in emit],
"outputs": [t["output"] for t in emit]}"""),
(""" if any(t.get("out_validator") for t in merged):
# D-cut (C): per-test property validators ride inside
# public_tests verbatim to the (patched) probe harness
pub["out_validators"] = [t.get("out_validator") for t in merged]
rec = {"id": pid, "n_tests": len(merged),
"public_tests": json.dumps(pub)}""",
""" if any(t.get("out_validator") for t in emit):
# D-cut (C): per-test property validators ride inside
# public_tests verbatim to the (patched) probe harness
pub["out_validators"] = [t.get("out_validator") for t in emit]
rec = {"id": pid, "n_tests": len(emit),
"public_tests": json.dumps(pub)}"""),
# streak machinery now also serves blocked-restart
(""" fire_counts = None
if merged and (args.emit_order == "failcount" or args.fb_summary
or args.trace_repair):""",
""" fire_counts = None
if merged and (args.emit_order == "failcount" or args.fb_summary
or args.trace_repair or args.blocked_restart):"""),
(""" if args.trace_repair:
blocked = sum(1 for res in mres
if any(test_fires(res[j], t)
for j, t in enumerate(merged)))
funnel["trace_blocked_frac"] = round(
blocked / max(1, len(fc_cands)), 3)""",
""" if args.trace_repair or args.blocked_restart:
blocked = sum(1 for res in mres
if any(test_fires(res[j], t)
for j, t in enumerate(merged)))
funnel["trace_blocked_frac"] = round(
blocked / max(1, len(fc_cands)), 3)"""),
(""" if args.trace_repair and fire_counts:
bf = funnel.get("trace_blocked_frac", 0.0)""",
""" if (args.trace_repair or args.blocked_restart) and fire_counts:
bf = funnel.get("trace_blocked_frac", 0.0)"""),
(""" funnel["trace_streak"] = streak
if streak >= args.trace_streak and max(fire_counts) > 0:""",
""" funnel["trace_streak"] = streak
# ── RT-cut: blocked-restart — population-level diversity injection.
# Under the canonical operator all parents share ONE prompt, so
# restart = show only the best few failed parents and demand
# structurally different fresh attempts (renderer side).
if (args.blocked_restart and streak >= args.trace_streak):
async with lock:
with open(args.out + ".restart.jsonl", "a") as rf:
rf.write(json.dumps({"id": pid, "loop": args.loop,
"keep": args.restart_keep}) + "\\n")
funnel["restart_fired"] = True
if args.trace_repair and streak >= args.trace_streak and max(fire_counts) > 0:"""),
(""" ap.add_argument("--trace-blocked-frac", type=float, default=0.5)
ap.add_argument("--trace-streak", type=int, default=2)""",
""" ap.add_argument("--trace-blocked-frac", type=float, default=0.5)
ap.add_argument("--trace-streak", type=int, default=2)
ap.add_argument("--emit-top-k", type=int, default=0,
help="emit only the first K tests of the (ordered) bank to "
"the feedback suite (0 = all); bank itself unchanged")
ap.add_argument("--blocked-restart", action="store_true",
help="RT-cut: on trace-streak, write a restart row -> the "
"renderer shows only --restart-keep parents and demands "
"structurally fresh attempts (diversity injection)")
ap.add_argument("--restart-keep", type=int, default=4)"""),
])
# fix: the trace-repair summary emission was indented under its old `if`; the
# new combined gate rewrote only the header. Verify the jtop block still refers
# to the right condition (it now sits under the trace_repair-only if above).
# ── harness: instrumented execution trace on first fail ──────────────────
H = "minipatch/scripts/lcb_public_probe_harness_spj.py"
apply(H, [
("""def run_stdin(code, inputs, outputs, tl, max_fails=1, checker_path=None, order=None,
oval_paths=None):""",
'''def _traced_exec(compiled, stdin_text, tl, src, max_events=48):
"""RT-cut (env LCB_TRACE_EXEC=1): re-execute ONE failing test under
sys.settrace, returning a compact "last executed lines + variable changes"
trace (the DebugRepair/TraceCoder-style runtime-state channel). Best-effort:
any tracer failure returns None and the feedback is unchanged."""
lines = src.split("\\n")
events, prev = [], {}
def tracer(frame, event, arg):
if event == "line" and frame.f_code.co_filename == "<candidate>":
ch = {}
try:
for k, v in list(frame.f_locals.items()):
if k.startswith("__"):
continue
try:
r = repr(v)
except Exception: # noqa: BLE001
r = "<unrepr>"
if len(r) > 48:
r = r[:45] + "..."
if prev.get(k) != r:
ch[k] = r
prev[k] = r
except Exception: # noqa: BLE001
pass
events.append((frame.f_lineno, ch))
if len(events) > max_events:
events.pop(0)
return tracer
old_in, old_out = sys.stdin, sys.stdout
sys.stdin = _mk_stdin(stdin_text)
buf, raw = _mk_stdout()
sys.stdout = buf
tail = ""
try:
sys.settrace(tracer)
_alarm(min(tl, 5.0))
try:
exec(compiled, {"__name__": "__main__"})
except SystemExit:
pass
_cancel()
except TimeoutError:
_cancel(); tail = "\\n[trace cut: TIME LIMIT hit here — the lines above are the hot loop]"
except Exception as e: # noqa: BLE001
_cancel(); tail = f"\\n[trace ends at the raising line: {type(e).__name__}: {e}]"
finally:
sys.settrace(None)
sys.stdin, sys.stdout = old_in, old_out
if not events:
return None
out = []
for ln, ch in events[-max_events:]:
srcl = lines[ln - 1].strip() if 0 < ln <= len(lines) else "?"
s = f"L{ln}: {srcl[:90]}"
if ch:
s += " || " + ", ".join(f"{k}={v}" for k, v in list(ch.items())[:6])
out.append(s)
txt = "\\n".join(out) + tail
return txt[-2400:]
def run_stdin(code, inputs, outputs, tl, max_fails=1, checker_path=None, order=None,
oval_paths=None):'''),
(""" cat = fails[0]["kind"] if fails else "all_pass"
return (cat, npass, len(inputs), n_ran, fails)""",
""" cat = fails[0]["kind"] if fails else "all_pass"
if (fails and os.environ.get("LCB_TRACE_EXEC")
and fails[0].get("input") is not None
and fails[0]["kind"] in ("wrong_answer", "runtime_error", "timeout")):
try:
compiled2 = compile(code, "<candidate>", "exec")
tr = _traced_exec(compiled2, fails[0]["input"], tl, code)
if tr:
fails[0]["trace"] = tr
except Exception: # noqa: BLE001
pass
return (cat, npass, len(inputs), n_ran, fails)"""),
])
# ── renderer: show trace; restart mode ───────────────────────────────────
A = "minipatch/benchmarks/livecodebench/_feedback_aggregate.py"
apply(A, [
(""" if kind == "wrong_answer":
parts.append(f"[test {f.get('idx')}] wrong_answer\\nInput:\\n{_trunc(f.get('input'))}\\n"
f"Expected output:\\n{_trunc(f.get('expected'))}\\nActual output:\\n{_trunc(f.get('actual'))}")
elif kind in ("runtime_error", "no_callable", "compile_error"):
parts.append(f"[test {f.get('idx')}] {kind}\\nInput:\\n{_trunc(f.get('input'))}\\n"
f"Error:\\n{_trunc(f.get('error'), 300)}")""",
""" if kind == "wrong_answer":
parts.append(f"[test {f.get('idx')}] wrong_answer\\nInput:\\n{_trunc(f.get('input'))}\\n"
f"Expected output:\\n{_trunc(f.get('expected'))}\\nActual output:\\n{_trunc(f.get('actual'))}")
elif kind in ("runtime_error", "no_callable", "compile_error"):
parts.append(f"[test {f.get('idx')}] {kind}\\nInput:\\n{_trunc(f.get('input'))}\\n"
f"Error:\\n{_trunc(f.get('error'), 300)}")
if f.get("trace"):
# RT-cut: actual runtime states beat outcome-only feedback
parts.append("RUNTIME TRACE of THIS code on that input (last executed "
"lines, with variable changes) — find the first line where "
"the state diverges from what the statement requires:\\n"
+ _trunc(f.get("trace"), 2400))"""),
])
C = "minipatch/benchmarks/livecodebench/_feedback_canonical.py"
apply(C, [
(""" parts, n_blocks = [], 0
summ = _summary_for(pid)""",
""" parts, n_blocks = [], 0
# RT-cut restart mode: LCB_FB_RESTART jsonl of {id, loop, keep} (last row
# wins). For flagged problems show only the FIRST `keep` parents and
# demand structurally different fresh attempts. Env unset -> identical.
restart_keep = None
rp = os.environ.get("LCB_FB_RESTART")
if rp and os.path.exists(rp):
try:
for _line in open(rp):
_r = json.loads(_line)
if str(_r.get("id")) == str(pid):
restart_keep = int(_r.get("keep", 4))
except Exception: # noqa: BLE001
restart_keep = None
summ = _summary_for(pid)"""),
(""" for j, (c, a) in enumerate(zip(candidates, fbs), 1):
parts.append(f"\\n---- Solution {j} ----\\n{(c or '').strip()}\\n")
if a[0] is not None:
parts.append(f"---- Visible feedback on Solution {j} ----\\n{a[0]}\\n")
n_blocks += 1""",
""" shown = candidates if restart_keep is None else candidates[:max(1, restart_keep)]
for j, (c, a) in enumerate(zip(shown, fbs), 1):
parts.append(f"\\n---- Solution {j} ----\\n{(c or '').strip()}\\n")
if a[0] is not None:
parts.append(f"---- Visible feedback on Solution {j} ----\\n{a[0]}\\n")
n_blocks += 1
if restart_keep is not None:
parts.append(
"\\n---- RESTART DIRECTIVE ----\\n"
f"This problem has resisted repair for multiple rounds; only {len(shown)} "
"of the failed attempts are shown above. Do NOT produce another variation "
"of those approaches — they share a flaw. Re-read the statement from "
"scratch and write a structurally DIFFERENT solution: different algorithm, "
"different reading of the tricky clause, or a simple brute-force if limits "
"allow. Diversity matters more than polish this round.\\n")""" ),
])
print("patch v3 complete")