import argparse import json from pathlib import Path from .core import dataset_name from .prepare import PROJECT, prepare_dataset def main(): parser=argparse.ArgumentParser(description='Unified EO data preparation and reading') sub=parser.add_subparsers(dest='command',required=True) p=sub.add_parser('prepare') p.add_argument('--dataset',default='all') p.add_argument('--root',type=Path,default=PROJECT) p.add_argument('--output',type=Path) p.add_argument('--workers',type=int,default=4) p.add_argument('--level',type=int,default=3) p.add_argument('--limit',type=int,help='Development subset only; rejected by the default training loader') v=sub.add_parser('verify') v.add_argument('--root',type=Path,default=PROJECT) v.add_argument('--output',type=Path) v.add_argument('--dataset',default='all') v.add_argument('--samples',type=int,default=16) v.add_argument('--allow-development',action='store_true') r=sub.add_parser('restore-prithvi') r.add_argument('--root',type=Path,default=PROJECT) r.add_argument('--prepared',type=Path) r.add_argument('--destination',type=Path,required=True) r.add_argument('--limit',type=int) a=sub.add_parser('archive-prithvi') a.add_argument('--root',type=Path,default=PROJECT) a.add_argument('--prepared',type=Path) a.add_argument('--destination',type=Path,required=True) a=sub.add_parser('attach-prithvi') a.add_argument('archive',type=Path) a.add_argument('--root',type=Path,default=PROJECT) a.add_argument('--prepared',type=Path) args=parser.parse_args() if args.command=='prepare': if args.workers<1 or args.workers>32:parser.error('workers must be 1..32') if args.limit is not None and args.limit<1:parser.error('limit must be positive') output=args.output or args.root/('processed_data/development' if args.limit else 'processed_data/v1') names=['prithvi','lstsr_tb'] if args.dataset=='all' else [dataset_name(args.dataset)] for name in names:prepare_dataset(args.root.resolve(),name,output.resolve(),args.workers,args.level,args.limit) elif args.command=='verify': from .verify import verify_all print(json.dumps(verify_all(args.root,args.output,args.dataset,args.samples,args.allow_development),indent=2)) elif args.command=='restore-prithvi': from .verify import restore_prithvi print(json.dumps(restore_prithvi(args.root,args.prepared,args.destination,args.limit),indent=2)) elif args.command=='archive-prithvi': from .archive import create_archive,attach_archive report=create_archive(args.root,args.destination,args.prepared) attach_archive(args.root,args.destination,args.prepared,report) print(json.dumps(report,indent=2)) else: from .archive import verify_archive,attach_archive report=verify_archive(args.archive) print(json.dumps(attach_archive(args.root,args.archive,args.prepared,report),indent=2)) if __name__=='__main__':main()