Download model/data/data_format_convert.py from OneScience-Group/VenusREM: direct link, hf CLI and curl.
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- Download file 2.31 kB
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https://huggingface.co/OneScience-Group/VenusREM/resolve/main/model/data/data_format_convert.py
- Command line
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hf download hf://OneScience-Group/VenusREM/model/data/data_format_convert.py
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curl -L -o data_format_convert.py https://huggingface.co/OneScience-Group/VenusREM/resolve/main/model/data/data_format_convert.py
2.31 kB
| import os | |
| import shutil | |
| import argparse | |
| from tqdm import tqdm | |
| if __name__ == '__main__': | |
| parser = argparse.ArgumentParser(description='data format converter') | |
| parser.add_argument("--input_dir", type=str, default=None, required=True) | |
| parser.add_argument("--output_dir", type=str, default=None, required=True) | |
| parser.add_argument("--format", type=str, default="REM2SSN", choices=['SSN2REM', 'REM2SSN'], required=True) | |
| args = parser.parse_args() | |
| os.makedirs(args.output_dir, exist_ok=True) | |
| if args.format == "REM2SSN": | |
| output_dir = os.path.join(args.output_dir, "DATASET") | |
| os.makedirs(output_dir, exist_ok=True) | |
| proteins = os.listdir(args.input_dir + "/aa_seq") | |
| for p in tqdm(proteins): | |
| protein_name = p.split(".")[0] | |
| out_protein_dir = os.path.join(output_dir, protein_name) | |
| os.makedirs(out_protein_dir, exist_ok=True) | |
| shutil.copyfile(f"{args.input_dir}/aa_seq/{protein_name}.fasta", f"{out_protein_dir}/{protein_name}.fasta") | |
| shutil.copyfile(f"{args.input_dir}/pdbs/{protein_name}.pdb", f"{out_protein_dir}/{protein_name}.pdb") | |
| shutil.copyfile(f"{args.input_dir}/substitutions/{protein_name}.csv", f"{out_protein_dir}/{protein_name}.csv") | |
| elif args.format == "SSN2REM": | |
| proteins = os.listdir(args.input_dir + "/DATASET") | |
| pdb_dir = os.path.join(args.output_dir, "pdbs") | |
| os.makedirs(pdb_dir, exist_ok=True) | |
| aa_seq_dir = os.path.join(args.output_dir, "aa_seq") | |
| os.makedirs(aa_seq_dir, exist_ok=True) | |
| substitutions_dir = os.path.join(args.output_dir, "substitutions") | |
| os.makedirs(substitutions_dir, exist_ok=True) | |
| for p in tqdm(proteins): | |
| protein_name = p | |
| out_protein_dir = os.path.join(args.output_dir, protein_name) | |
| os.makedirs(out_protein_dir, exist_ok=True) | |
| shutil.copyfile(f"{args.input_dir}/DATASET/{protein_name}/{protein_name}.fasta", f"{out_protein_dir}/{protein_name}.fasta") | |
| shutil.copyfile(f"{args.input_dir}/DATASET/{protein_name}/{protein_name}.pdb", f"{out_protein_dir}/{protein_name}.pdb") | |
| shutil.copyfile(f"{args.input_dir}/DATASET/{protein_name}/{protein_name}.csv", f"{out_protein_dir}/{protein_name}.csv") | |