File size: 2,332 Bytes
f45837e | 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 61 62 63 64 65 66 67 | #!/usr/bin/env python3
"""Download cmd-shard artifacts from GCS, preserving their repo-relative paths.
gke/.venv/bin/python gke/fetch_artifacts.py --run tgt10-dog-breed-identification
gke/.venv/bin/python gke/fetch_artifacts.py --prefix tgt10- # every matching run
`submit_eval.py collect` concatenates every *.jsonl under a run into one file,
which is right for eval rows and wrong for cmd artifacts: a collection run
uploads tgt_<comp>.jsonl AND its summary sidecars, and a pool run uploads both
the raw states and the scored states — merging those duplicates every row.
This keeps each artifact as the file the pod wrote it as.
"""
from __future__ import annotations
import argparse
from pathlib import Path
from google.cloud import storage
from settings import BUCKET, PROJECT
REPO = Path(__file__).resolve().parent.parent
def main() -> int:
ap = argparse.ArgumentParser(description=__doc__)
ap.add_argument("--run", action="append", default=[])
ap.add_argument("--prefix", default="",
help="fetch every run whose name starts with this")
ap.add_argument("--dest", default=str(REPO),
help="artifact paths are repo-relative; default writes "
"them into the repo tree")
args = ap.parse_args()
client = storage.Client(project=PROJECT)
bucket = client.bucket(BUCKET)
runs = list(args.run)
if args.prefix:
seen = set()
for bl in client.list_blobs(BUCKET, prefix="runs/"):
name = bl.name.split("/")[1]
if name.startswith(args.prefix):
seen.add(name)
runs += sorted(seen - set(runs))
if not runs:
raise SystemExit("nothing to fetch: pass --run or --prefix")
n = 0
for run in runs:
for bl in client.list_blobs(BUCKET, prefix=f"runs/{run}/shards/"):
if "-artifacts/" not in bl.name:
continue
rel = bl.name.split("-artifacts/", 1)[1]
dest = Path(args.dest) / rel
dest.parent.mkdir(parents=True, exist_ok=True)
bl.download_to_filename(dest)
print(f"[{run}] {rel} ({(bl.size or 0)/1e6:.1f} MB)")
n += 1
print(f"{n} artifacts from {len(runs)} runs")
return 0
if __name__ == "__main__":
raise SystemExit(main())
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