"""Shared poll-loop scaffolding for the provider job pollers. ``runpod/jobs.py:poll_job`` and ``vast/jobs.py:poll_vast_job`` are independent live poll loops with provider-specific terminal-state logic, but they share three verbatim blocks: a timestamped ``say()`` logger, a consecutive-poll-error retry/give-up counter, and the heartbeat progress-surfacing block (key on (stage, step, ts), log ``worker: stage=… step=… reward=…``). Only those provider-neutral pieces live here; each poller keeps its own status/terminal handling inline. """ from __future__ import annotations import time from collections.abc import Callable from typing import Any def make_say(log) -> Callable[[str], None]: """A timestamped line logger that no-ops when ``log`` is None.""" def say(msg: str) -> None: if log is not None: print(f"[{time.strftime('%H:%M:%S')}] {msg}", file=log, flush=True) return say class PollErrorTracker: """Counts consecutive poll errors and decides when to give up. Encapsulates the identical retry block both pollers use: on a transient fetch error, log it, give up after ``max_errors`` consecutive failures, otherwise sleep a linear backoff (capped at 60 s) before the caller retries. """ def __init__(self, say: Callable[[str], None], interval_s: float, max_errors: int = 8) -> None: self._say = say self._interval_s = interval_s self._max_errors = max_errors self._count = 0 def reset(self) -> None: self._count = 0 def record(self, exc: Exception) -> bool: """Register a poll error. Returns True if the caller should give up (too many), else sleeps the backoff and returns False (caller should ``continue``).""" self._count += 1 self._say(f"poll error ({self._count}): {exc}") if self._count >= self._max_errors: return True time.sleep(min(60, self._interval_s * self._count)) return False def surface_heartbeat( heartbeat_reader: Callable[[], Any] | None, last_hb_key: tuple | None, say: Callable[[str], None], ) -> tuple[tuple | None, str | None]: """Read a heartbeat and, if it advanced, log worker progress. Returns ``(hb_key, stage)`` where ``hb_key`` is the new (stage, step, ts) key (or the unchanged ``last_hb_key`` when nothing advanced) and ``stage`` is the stage of the new heartbeat when it advanced (else None). Callers use the returned ``stage`` for their own setup-vs-training stall bookkeeping. """ if heartbeat_reader is None: return last_hb_key, None try: hb = heartbeat_reader() except Exception: hb = None if not hb: return last_hb_key, None key = (hb.get("stage"), hb.get("step"), hb.get("ts")) if key == last_hb_key: return last_hb_key, None stage = hb.get("stage") step = hb.get("step") reward = hb.get("reward") say( f"worker: stage={stage}" + (f" step={step}" if step is not None else "") + (f" reward={reward:.3f}" if isinstance(reward, (int, float)) else "") ) return key, stage