kohya_ss / tools /cleanup_captions.py
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import os
import argparse
import logging
from pathlib import Path
def writable_dir(target_path):
""" Check if a path is a valid directory and that it can be written to. """
path = Path(target_path)
if path.is_dir():
if os.access(path, os.W_OK):
return path
else:
raise argparse.ArgumentTypeError(f"Directory '{path}' is not writable.")
else:
raise argparse.ArgumentTypeError(f"Directory '{path}' does not exist.")
def main(folder_path:Path, extension:str, keywords:set=None):
for file_name in os.listdir(folder_path):
if file_name.endswith(extension):
file_path = os.path.join(folder_path, file_name)
try:
with open(file_path, "r") as f:
text = f.read()
# extract tags from text and split into a list using comma as the delimiter
tags = [tag.strip() for tag in text.split(",")]
# remove the specified keywords from the tags list
if keywords:
tags = [tag for tag in tags if tag not in keywords]
# remove empty or whitespace-only tags
tags = [tag for tag in tags if tag.strip() != ""]
# join the tags back into a comma-separated string and write back to the file
with open(file_path, "w") as f:
f.write(", ".join(tags))
logging.info(f"Processed {file_name}")
except Exception as e:
logging.error(f"Error processing {file_name}: {e}")
if __name__ == "__main__":
# Set up logging
logging.basicConfig(level=logging.INFO, format='%(levelname)s: %(message)s')
parser = argparse.ArgumentParser(description="Remove specified keywords from all text files in a directory.")
parser.add_argument("folder_path", type=writable_dir, help="path to directory containing text files")
parser.add_argument("-e", "--extension", type=str, default=".txt", help="file extension of text files to be processed (default: .txt)")
parser.add_argument("-k", "--keywords", type=str, nargs="*", help="Optional: list of keywords to be removed from text files. If not provided, the default list will be used.")
args = parser.parse_args()
folder_path = args.folder_path
extension = args.extension
keywords = set(args.keywords) if args.keywords else set(["1girl", "solo", "blue eyes", "brown eyes", "blonde hair", "black hair", "realistic", "red lips", "lips", "artist name", "makeup", "realistic","brown hair", "dark skin",
"dark-skinned female", "medium breasts", "breasts", "1boy"])
main(folder_path, extension, keywords)