Datasets:
File size: 3,101 Bytes
487088f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 | """Space Doctor for one Space, on your machine: reproduce the failure, let Beam patch it, rebuild and verify.
export REFLECTION_API_KEY=... # free key from platform.reflection.ai
python cli.py owner/space-name # needs Docker with buildx; GPU Spaces: SD_GPU=1 and an NVIDIA GPU
Writes ./spacedoctor_runs/<owner>__<space>/{repro.json, case.json, fixed/}. Nothing is pushed anywhere.
Run open_pr.py on the result if you want to propose the fix (only allowed for verified fixes)."""
import json, os, re, sys
from pathlib import Path
RUNS = Path(os.environ.get("SD_RUNS", "spacedoctor_runs")).resolve()
os.environ.setdefault("SD_WORK", str(RUNS / "_work"))
os.environ.setdefault("BEAM_LEDGER", str(RUNS / "beam_ledger.jsonl"))
import requests
import doctor, sandbox
def last_exc(err: str) -> str:
lines = [l.strip() for l in (err or "").splitlines() if l.strip()]
for l in reversed(lines):
if re.match(r"^\w*(Error|Exception)\b|^\w+\.\w*(Error|Exception)\b|^\w+Error:", l):
return l[:300]
return lines[-1][:300] if lines else ""
def main(sid: str):
sid = sid.removeprefix("https://huggingface.co/spaces/").strip("/")
d = RUNS / sid.replace("/", "__")
d.mkdir(parents=True, exist_ok=True)
rt = requests.get(f"https://huggingface.co/api/spaces/{sid}/runtime", timeout=30).json()
info = requests.get(f"https://huggingface.co/api/spaces/{sid}", timeout=30).json()
err = rt.get("errorMessage") or ""
print(f"{sid}: {rt.get('stage')} | {last_exc(err) or 'no public error'}")
repo = sandbox.SPACES_ROOT / sid.replace("/", "__") / "orig"
sandbox.fetch_space(sid, repo)
meta = sandbox.front_matter((repo / "README.md").read_text(errors="replace")) if (repo / "README.md").exists() else {}
meta["_python"] = sandbox.python_for(meta, err)
print("Reproducing the failure in a Spaces-like rebuild ...")
res = sandbox.build_and_test(repo, meta, tag="sd-orig-" + re.sub(r"[^a-z0-9]", "-", sid.lower())[:50])
rec = {"space": sid, "likes": info.get("likes", 0),
"meta": {k: v for k, v in meta.items() if k in ("sdk", "sdk_version", "python_version", "app_file", "_python")},
"hf_error_tail": err[-4000:], "hf_exception": last_exc(err), "our_stage": res["stage"],
"our_exception": last_exc(res.get("logs", "")), "same_exception": False,
"our_logs": res.get("logs", ""), "api": res.get("api"), "secs": res.get("secs"), "freeze": res.get("freeze", "")}
json.dump(rec, open(d / "repro.json", "w"), indent=1)
if res["stage"] not in ("runtime_error", "build_error"):
print(f"Our rebuild does not fail ({res['stage']}). The Hugging Face failure may be transient: try a restart.")
return
case = doctor.treat(d)
print(json.dumps({k: case[k] for k in ("revived", "tier", "tokens", "wall_secs")}, indent=1))
if case.get("tier") == "functional":
print(f"Verified fix in {d / 'fixed'}. Review it, then: python open_pr.py {d}")
if __name__ == "__main__":
if len(sys.argv) != 2:
sys.exit(__doc__)
main(sys.argv[1])
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