| 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() |
|
|
