File size: 2,428 Bytes
f6c685a 8755f5e f6c685a 8755f5e f6c685a 634b85a f6c685a | 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 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 | #!/usr/bin/env python3
import os
import sys
import json
import subprocess
import signal
from pathlib import Path
wandb_on = all("wandb_on=true" not in a for a in sys.argv[1:])
args = list(sys.argv[1:])
if wandb_on and not any(a.startswith("wandb_on") for a in args):
args.append("wandb_on=false")
env_id = "unknown"
seed = "0"
for a in args:
if a.startswith("env_id="):
env_id = a.split("=")[1]
if a.startswith("seed="):
seed = a.split("=")[1]
output_dir = Path(f"/tmp/klent_results/{env_id}_{seed}")
output_dir.mkdir(parents=True, exist_ok=True)
os.environ["KLENT_OUTPUT_DIR"] = str(output_dir)
print(json.dumps({"event": "start", "env_id": env_id, "seed": seed, "args": args}), flush=True)
python_cmd = "python3" if sys.platform != "win32" else "python"
proc = subprocess.Popen(
[python_cmd, "main.py"] + args,
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
text=True,
bufsize=1,
)
def timeout_handler(_signum, _frame):
proc.kill()
print(json.dumps({"event": "timeout", "env_id": env_id, "seed": seed}), flush=True)
sys.exit(1)
signal.signal(signal.SIGALRM, timeout_handler)
results = []
for line in proc.stdout:
print(line, end="", flush=True)
line = line.strip()
if line.startswith("{"):
try:
data = json.loads(line)
results.append(data)
except json.JSONDecodeError:
pass
proc.wait()
print(json.dumps({"event": "finish", "env_id": env_id, "seed": seed, "exit_code": proc.returncode}), flush=True)
results_file = output_dir / "metrics.jsonl"
with open(results_file, "w") as f:
for r in results:
f.write(json.dumps(r) + "\n")
print(json.dumps({"event": "saved_local", "path": str(results_file)}), flush=True)
try:
from huggingface_hub import HfApi
hf_token = os.environ.get("HF_TOKEN")
api = HfApi(token=hf_token)
repo_id = "Firemedic15/klent-repro-results"
try:
api.create_repo(repo_id, repo_type="dataset", exist_ok=True)
except Exception:
pass
api.upload_folder(
folder_path=str(output_dir),
repo_id=repo_id,
repo_type="dataset",
path_in_repo=f"experiments/{env_id}_{seed}",
)
print(json.dumps({"event": "uploaded", "repo": repo_id, "path": f"experiments/{env_id}_{seed}"}), flush=True)
except Exception as e:
print(json.dumps({"event": "upload_failed", "error": str(e)}), flush=True)
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