Download code/offload/dspark/probabilistic/pp4/pair_diagnostics.py from ProprietaryLegal/dsv41-sampled-drafting: direct link, hf CLI and curl.
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1.45 kB
| """Stdlib-only progress and traceback timer for the untimed physical probe.""" | |
| from __future__ import annotations | |
| import atexit | |
| import faulthandler | |
| import sys | |
| import time | |
| from collections.abc import Iterator | |
| from contextlib import contextmanager | |
| DUMP_INTERVAL_S = 30.0 # before either the 60s or 240s parent subprocess limit | |
| _START = time.monotonic() | |
| def progress(label: str) -> None: | |
| print(f'PP4 PAIR +{time.monotonic()-_START:.3f}s {label}', flush=True) | |
| def phase(label: str) -> Iterator[None]: | |
| progress(f'BEGIN {label}') | |
| try: | |
| yield | |
| except BaseException as error: | |
| progress(f'FAIL {label} ({type(error).__name__})') | |
| raise | |
| else: | |
| progress(f'END {label}') | |
| def start_watchdog() -> None: | |
| """Dump Python stacks without extending deadlines, killing or resetting CUDA. | |
| Armed before torch import in the CLI process only. Repeated dumps also | |
| cover a blocked extension load/driver call where a Python timer cannot run. | |
| It is diagnostic only: the fenced parent still owns the hard child timeout. | |
| """ | |
| faulthandler.enable(file=sys.stderr) | |
| faulthandler.dump_traceback_later(DUMP_INTERVAL_S, repeat=True, file=sys.stderr, exit=False) | |
| atexit.register(stop_watchdog) # includes an exception during module imports | |
| progress(f'watchdog armed interval={DUMP_INTERVAL_S:g}s') | |
| def stop_watchdog() -> None: | |
| faulthandler.cancel_dump_traceback_later() | |