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1f2ddd7
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1 Parent(s): f8909cf

Add checkpoint import and ONNX publish pipelines

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  1. checkpoint_import_job.py +41 -0
checkpoint_import_job.py ADDED
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+ # /// script
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+ # requires-python = ">=3.11"
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+ # dependencies = ["huggingface-hub>=1.0", "psutil>=6"]
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+ # ///
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+ from __future__ import annotations
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+ import argparse, json, os, shutil, time
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+ from pathlib import Path
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+ from huggingface_hub import snapshot_download
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+
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+ def emit(p, stage, msg):
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+ print(json.dumps({"event":"progress","percent":p,"stage":stage,"message":msg}), flush=True)
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+
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+ def main():
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+ ap=argparse.ArgumentParser()
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+ ap.add_argument('--repo-id', required=True)
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+ ap.add_argument('--repo-type', default='model')
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+ ap.add_argument('--source-prefix', default='')
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+ ap.add_argument('--target-name', required=True)
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+ ap.add_argument('--mode', choices=['copy','onnx-only','checkpoints-only'], default='copy')
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+ ap.add_argument('--dry-run', action='store_true')
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+ args=ap.parse_args()
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+ token=os.environ['HF_TOKEN']
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+ target=Path('/cache/checkpoints')/args.target_name
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+ target.mkdir(parents=True, exist_ok=True)
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+ emit(5,'inspect',f'Inspecting {args.repo_id}')
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+ patterns=[]
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+ if args.source_prefix: patterns.append(args.source_prefix.rstrip('/')+'/**')
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+ if args.mode=='onnx-only': patterns += ['**/*.onnx','**/*.onnx_data','**/onnx/**','**/exports/**']
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+ elif args.mode=='checkpoints-only': patterns += ['runs/**','checkpoints/**','checkpoint-*/**','**/*.safetensors','**/*.bin','**/config.json']
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+ if args.dry_run:
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+ (target/'import_plan.json').write_text(json.dumps(vars(args), indent=2))
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+ emit(100,'completed',f'Dry-run import plan stored at {target}')
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+ return
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+ emit(20,'download','Streaming repository files into the cache bucket')
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+ snapshot_download(repo_id=args.repo_id, repo_type=args.repo_type, token=token, local_dir=target, allow_patterns=patterns or None)
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+ manifest=[]
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+ for path in target.rglob('*'):
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+ if path.is_file(): manifest.append({'path':str(path.relative_to(target)),'size':path.stat().st_size})
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+ (target/'checkpoint_manifest.json').write_text(json.dumps({'source':args.repo_id,'files':manifest}, indent=2))
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+ emit(100,'completed',f'Imported {len(manifest)} files into checkpoint {args.target_name}')
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+ if __name__=='__main__': main()