Instructions to use RomanCohort/RNAQwen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use RomanCohort/RNAQwen with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("RomanCohort/RNAQwen", device_map="auto") - Notebooks
- Google Colab
- Kaggle
add scripts/_scratch/_retry_runner.py
Browse files
scripts/_scratch/_retry_runner.py
ADDED
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"""自动重试跑一个命令,直到退出码为 0 或达到上限。
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为什么不用 PowerShell 包一层
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---------------------------
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试过了,**嵌套引号在 cmd → powershell → python 三层之间会被吃掉**,导致内层命令
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每次都以退出码 1 立刻失败(日志里能看到 attempt 2/30、3/30 都是秒退)。
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Python 的 `subprocess` 收的是**参数列表**,不经过 shell 解析,没有这个坑。
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用法:
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python scripts/_retry_runner.py --tries 30 --sleep 20 --log logs/x.log -- <命令> [参数...]
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"""
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from __future__ import annotations
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import argparse
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import subprocess
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import sys
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import time
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from pathlib import Path
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def main() -> int:
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ap = argparse.ArgumentParser()
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ap.add_argument("--tries", type=int, default=30)
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ap.add_argument("--sleep", type=int, default=20)
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ap.add_argument("--log", type=Path, default=None)
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ap.add_argument("cmd", nargs=argparse.REMAINDER)
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args = ap.parse_args()
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cmd = args.cmd[1:] if args.cmd and args.cmd[0] == "--" else args.cmd
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if not cmd:
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print("[retry] 没给命令")
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return 2
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log = args.log
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if log:
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log.parent.mkdir(parents=True, exist_ok=True)
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def note(msg: str) -> None:
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line = f"[retry] {msg} {time.strftime('%Y-%m-%d %H:%M:%S')}"
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print(line, flush=True)
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if log:
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with log.open("a", encoding="utf-8") as fh:
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fh.write(line + "\n")
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note("cmd = " + " ".join(cmd))
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for i in range(1, args.tries + 1):
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note(f"attempt {i}/{args.tries}")
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try:
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rc = subprocess.run(cmd, cwd=str(Path(__file__).resolve().parents[1])).returncode
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except Exception as exc: # noqa: BLE001
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note(f"spawn failed: {type(exc).__name__}: {exc}")
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rc = -1
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note(f"exit code {rc}")
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if rc == 0:
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note("completed successfully")
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return 0
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time.sleep(args.sleep)
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note("gave up after max tries")
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return 1
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if __name__ == "__main__":
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raise SystemExit(main())
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