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| """Resilience primitives for real (OpenRouter) end-to-end runs. | |
| A long sweep is tens of thousands of API calls over hours; transient | |
| 429/5xx/timeouts, credit exhaustion, and process death are *expected*, | |
| not exceptional. These primitives are pure and thread-safe so the | |
| evaluator can retry, throttle, cap spend, and resume losslessly. | |
| Nothing here imports the engine or a provider โ fully unit-testable. | |
| """ | |
| from __future__ import annotations | |
| import json | |
| import threading | |
| import time | |
| from dataclasses import dataclass, field | |
| from pathlib import Path | |
| class BudgetExceeded(RuntimeError): | |
| """Raised when the cost meter passes the hard cap. The evaluator | |
| catches it, finalizes from the journal, and marks the run truncated | |
| (a partial result is always better than a lost 6-hour run).""" | |
| class FatalProviderError(RuntimeError): | |
| """A non-retryable provider failure (4xx other than 429).""" | |
| # โโ retry / backoff โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ | |
| _TRANSIENT_STATUS = frozenset({408, 409, 425, 429, 500, 502, 503, 504}) | |
| class RetryPolicy: | |
| max_attempts: int = 5 | |
| base: float = 1.0 # seconds; exponential: base * 2**(attempt-1) | |
| cap: float = 30.0 # max single sleep | |
| jitter: float = 0.1 # fraction of delay added deterministically*0 | |
| def is_transient_status(self, status: int) -> bool: | |
| return status in _TRANSIENT_STATUS | |
| def delay(self, attempt: int, retry_after: float | None = None) -> float: | |
| """Sleep before retry `attempt` (1-based). Honors a server | |
| Retry-After when present and larger than our backoff.""" | |
| backoff = min(self.cap, self.base * (2 ** max(0, attempt - 1))) | |
| if retry_after is not None and retry_after > 0: | |
| return min(self.cap, max(backoff, retry_after)) | |
| return backoff | |
| def retry_call(fn, policy: RetryPolicy, *, on_retry=None, sleep=time.sleep): | |
| """Call `fn()` with bounded exponential backoff. | |
| `fn` raises to signal failure; it may attach `.transient` (bool) | |
| and `.retry_after` (float|None) to the exception to steer policy. | |
| Non-transient โ re-raised immediately. Exhausted attempts โ | |
| last exception re-raised. | |
| """ | |
| last: Exception | None = None | |
| for attempt in range(1, policy.max_attempts + 1): | |
| try: | |
| return fn() | |
| except Exception as exc: # noqa: BLE001 โ policy decides | |
| last = exc | |
| transient = getattr(exc, "transient", True) | |
| if not transient or attempt >= policy.max_attempts: | |
| raise | |
| d = policy.delay(attempt, getattr(exc, "retry_after", None)) | |
| if on_retry is not None: | |
| on_retry(attempt, exc, d) | |
| sleep(d) | |
| assert last is not None | |
| raise last | |
| # โโ rate limiting โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ | |
| class RateLimiter: | |
| """Thread-safe minimum-interval limiter (โ qps cap) shared across | |
| the concurrency pool. qps<=0 disables it.""" | |
| def __init__(self, qps: float = 0.0): | |
| self._interval = 1.0 / qps if qps and qps > 0 else 0.0 | |
| self._lock = threading.Lock() | |
| self._next = 0.0 | |
| def acquire(self, *, now=time.monotonic, sleep=time.sleep) -> float: | |
| if self._interval <= 0: | |
| return 0.0 | |
| with self._lock: | |
| t = now() | |
| wait = max(0.0, self._next - t) | |
| self._next = max(t, self._next) + self._interval | |
| if wait > 0: | |
| sleep(wait) | |
| return wait | |
| # โโ cost / token metering โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ | |
| class CostMeter: | |
| """Thread-safe token + USD accumulator with a hard cap. | |
| Pricing is per 1M tokens (OpenRouter-style). `max_usd<=0` disables | |
| the cap; metering still runs so the report carries spend.""" | |
| price_in_per_m: float = 0.0 | |
| price_out_per_m: float = 0.0 | |
| max_usd: float = 0.0 | |
| prompt_tokens: int = 0 | |
| completion_tokens: int = 0 | |
| calls: int = 0 | |
| _lock: threading.Lock = field(default_factory=threading.Lock, repr=False) | |
| def usd(self) -> float: | |
| return round( | |
| self.prompt_tokens / 1e6 * self.price_in_per_m | |
| + self.completion_tokens / 1e6 * self.price_out_per_m, | |
| 6, | |
| ) | |
| def add(self, prompt: int, completion: int) -> None: | |
| with self._lock: | |
| self.prompt_tokens += int(prompt or 0) | |
| self.completion_tokens += int(completion or 0) | |
| self.calls += 1 | |
| def check(self) -> None: | |
| if self.max_usd and self.max_usd > 0 and self.usd >= self.max_usd: | |
| raise BudgetExceeded( | |
| f"spend ${self.usd:.4f} โฅ cap ${self.max_usd:.2f} " | |
| f"({self.calls} calls, {self.prompt_tokens}+" | |
| f"{self.completion_tokens} tok)" | |
| ) | |
| def snapshot(self) -> dict: | |
| return { | |
| "calls": self.calls, | |
| "prompt_tokens": self.prompt_tokens, | |
| "completion_tokens": self.completion_tokens, | |
| "usd": self.usd, | |
| "max_usd": self.max_usd, | |
| } | |
| # โโ checkpoint / resume journal โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ | |
| def episode_key(pack: str, level: str, split: str, seed: int) -> str: | |
| return f"{pack}|{level}|{split}|{seed}" | |
| class RunJournal: | |
| """Append-only JSONL of completed episodes. Resume = skip keys | |
| already present; the aggregate is rebuilt from the journal so a | |
| killed run continues losslessly.""" | |
| def __init__(self, path: str | Path): | |
| self.path = Path(path) | |
| self.path.parent.mkdir(parents=True, exist_ok=True) | |
| self._lock = threading.Lock() | |
| def done_keys(self) -> set[str]: | |
| if not self.path.exists(): | |
| return set() | |
| keys: set[str] = set() | |
| for line in self.path.read_text().splitlines(): | |
| line = line.strip() | |
| if not line: | |
| continue | |
| try: | |
| keys.add(json.loads(line)["_key"]) | |
| except Exception: # noqa: BLE001 โ tolerate a torn last line | |
| continue | |
| return keys | |
| def append(self, key: str, record: dict) -> None: | |
| row = dict(record) | |
| row["_key"] = key | |
| line = json.dumps(row) | |
| with self._lock: | |
| with open(self.path, "a") as f: | |
| f.write(line + "\n") | |
| f.flush() | |
| def records(self) -> list[dict]: | |
| if not self.path.exists(): | |
| return [] | |
| out: list[dict] = [] | |
| for line in self.path.read_text().splitlines(): | |
| line = line.strip() | |
| if not line: | |
| continue | |
| try: | |
| out.append(json.loads(line)) | |
| except Exception: # noqa: BLE001 | |
| continue | |
| return out | |