in data_extraction_transformation/scripts/handpick_specific_json_files.py [0:0]
def main():
args = parse_args()
main_dir = args.input_folder
filtered_signatures_file = args.filtered_signatures_file
dest = args.output_folder
df = pd.read_csv(filtered_signatures_file)
signatures = df['signature_id'].unique().tolist()
signatures = list(map(str, signatures))
subfolders = [os.path.join(main_dir, folder) for folder in os.listdir(main_dir) if os.path.isdir(os.path.join(main_dir, folder))]
if not subfolders:
subfolders = [main_dir] # Add main_dir if no subfolders exist
annotations_file_path = os.path.join(main_dir, "annotations.json")
if not os.path.exists(dest):
os.makedirs(dest)
counter = 0
for subfolder in subfolders:
for root, _, files in os.walk(subfolder):
for file in files:
if file.endswith(".json"):
json_file_path = os.path.join(root, file)
#print(json_file_path)
file_name = os.path.splitext(file)[0]
#print(file_name)
if file_name in signatures:
#print(file_name.split('.')[0])
shutil.copy(json_file_path, dest)
counter += 1
with open(annotations_file_path, 'r') as f:
annotations_data = json.load(f)
filtered_annotations = {sig: annotations_data[sig] for sig in signatures if sig in annotations_data}
filtered_annotations_file_path = os.path.join(dest, "annotations.json")
with open(filtered_annotations_file_path, 'w') as f:
json.dump(filtered_annotations, f, indent=4)
print("Numer of copied JSON files:")
print(counter)