SKING_DDJ_Dataset / find_results_without_source.py
EntropyDrop
Publish SKING_DDJ dataset under CC BY-NC 4.0
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#!/usr/bin/env python3
"""列出同目录中缺少 <编号>_source.png 的 <编号>_result[_版本].png。
默认扫描脚本所在的数据集目录,结果写入 results_without_source.txt。
仅检查文件名及文件是否存在,不修改或删除任何图片。
示例:
python3 find_results_without_source.py
python3 find_results_without_source.py --version v104 --output missing_v104.txt
"""
import argparse
from collections import Counter
import json
import os
from pathlib import Path
import re
import tempfile
RESULT_NAME = re.compile(r"^(?P<stem>.+?)_result(?:_(?P<version>[^.]+))?\.png$")
def scan(root, version=None):
missing = []
scanned = 0
missing_ids = set()
counts = Counter()
def fail_on_walk_error(error):
raise error
for directory, folders, files in os.walk(root, followlinks=False, onerror=fail_on_walk_error):
folders[:] = sorted(name for name in folders if name not in {'.git', '__pycache__', '.cache'})
parent = Path(directory)
for name in files:
match = RESULT_NAME.fullmatch(name)
if match is None or (version is not None and match['version'] != version):
continue
result = parent / name
if not result.is_file():
continue
scanned += 1
stem = match['stem']
if (parent / (stem + '_source.png')).is_file():
continue
missing.append(str(result))
missing_ids.add((str(parent), stem))
counts[match['version'] or 'unversioned'] += 1
return sorted(missing), {
'scanned_result_images': scanned,
'missing_source_images': len(missing),
'missing_source_identities': len(missing_ids),
'by_version': dict(sorted(counts.items())),
}
def write_list(output, paths):
# Refuse image destinations and symlinks; publish the complete list atomically.
if output.suffix.lower() != '.txt' or output.is_symlink():
raise ValueError('输出路径必须是普通 .txt 文件,不能是图片或符号链接')
output.parent.mkdir(parents=True, exist_ok=True)
temporary = None
try:
with tempfile.NamedTemporaryFile(mode='w', encoding='utf-8', newline='\n',
dir=output.parent, prefix='.' + output.name + '.', suffix='.tmp', delete=False) as stream:
temporary = Path(stream.name)
for path in paths:
stream.write(path + '\n')
os.replace(temporary, output)
finally:
if temporary is not None:
temporary.unlink(missing_ok=True)
def main():
parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument('--root', type=Path, default=Path(__file__).resolve().parent,
help='递归扫描的数据集根目录,默认脚本所在目录')
parser.add_argument('--output', type=Path, help='输出 .txt 路径,默认根目录下 results_without_source.txt')
parser.add_argument('--version', help='仅检查指定版本,如 v104;默认检查所有 result 版本')
options = parser.parse_args()
root = options.root.resolve()
if not root.is_dir():
parser.error('数据集目录不存在:' + str(root))
output = options.output if options.output is not None else root / 'results_without_source.txt'
output = output.absolute()
try:
paths, summary = scan(root, options.version)
write_list(output, paths)
except (OSError, ValueError) as error:
parser.exit(1, '扫描失败:' + str(error) + '\n')
print(json.dumps({'root': str(root), 'output': str(output),
'criterion': 'same-directory <stem>_source.png is missing',
**summary}, ensure_ascii=False, indent=2))
if __name__ == '__main__':
main()