| import random |
| import re |
|
|
| def random_swap_contiguous_v1(text: str, n_swaps: int = 1, max_retry: int = 10): |
| """ |
| 在字符串中随机选取连续的非标点、非数字中文字符片段, |
| 并在该片段内随机交换字符,同时记录修改区域的索引。 |
| 若打乱后与原字符串相同,则重试,最多 max_retry 次。 |
| """ |
| chinese_spans = [(m.start(), m.end()) for m in re.finditer(r'[\u4e00-\u9fa5]+', text)] |
| if not chinese_spans: |
| return text, [] |
|
|
| text_list = list(text) |
| modified_spans = [] |
|
|
| for _ in range(n_swaps): |
| for attempt in range(max_retry): |
| start, end = random.choice(chinese_spans) |
| length = end - start |
| if length < 2: |
| continue |
|
|
| sub_len = random.randint(2, min(5, length)) |
| sub_start = random.randint(start, end - sub_len) |
| sub_end = sub_start + sub_len |
|
|
| before = ''.join(text_list[sub_start:sub_end]) |
| sub_chars = text_list[sub_start:sub_end] |
|
|
| |
| shuffled = sub_chars[:] |
| random.shuffle(shuffled) |
| after = ''.join(shuffled) |
|
|
| if after != before: |
| text_list[sub_start:sub_end] = shuffled |
| modified_spans.append({ |
| "start": sub_start, |
| "end": sub_end, |
| "before": before, |
| "after": after |
| }) |
| break |
| else: |
| print("⚠️ 无法有效打乱片段(内容重复),已跳过。") |
|
|
| return ''.join(text_list), modified_spans |
|
|
| def random_swap_contiguous(text: str, n_swaps: int = 1, max_retry: int = 10): |
| """ |
| 在字符串中随机扰动连续片段: |
| - 中文:在连续中文片段内打乱若干个连续汉字 |
| - 英文:在连续英文单词序列内打乱若干个连续单词 |
| 打乱后记录修改区域索引和变化内容。 |
| """ |
|
|
| |
| tokens = re.findall(r'[\u4e00-\u9fa5]+|[A-Za-z]+(?:\s+[A-Za-z]+)*|[^\u4e00-\u9fa5A-Za-z]+', text) |
|
|
| text_list = list(text) |
| modified_spans = [] |
|
|
| |
| spans = [] |
| for m in re.finditer(r'[\u4e00-\u9fa5]+|([A-Za-z]+(?:\s+[A-Za-z]+)*)', text): |
| start, end = m.span() |
| spans.append((start, end, 'en' if m.group(1) else 'zh')) |
|
|
| if not spans: |
| return text, [] |
|
|
| for _ in range(n_swaps): |
| for attempt in range(max_retry): |
| start, end, lang = random.choice(spans) |
| segment = text[start:end] |
|
|
| if lang == 'zh': |
| |
| if len(segment) < 2: |
| continue |
| sub_len = random.randint(2, min(5, len(segment))) |
| sub_start = random.randint(0, len(segment) - sub_len) |
| sub_end = sub_start + sub_len |
| before = segment[sub_start:sub_end] |
| sub_chars = list(before) |
| random.shuffle(sub_chars) |
| after = ''.join(sub_chars) |
| if after == before: |
| continue |
| new_segment = segment[:sub_start] + after + segment[sub_end:] |
| else: |
| |
| words = segment.split() |
| if len(words) < 2: |
| continue |
| sub_len = random.randint(2, min(4, len(words))) |
| sub_start = random.randint(0, len(words) - sub_len) |
| sub_end = sub_start + sub_len |
| before = ' '.join(words[sub_start:sub_end]) |
| sub_words = words[sub_start:sub_end] |
| random.shuffle(sub_words) |
| after = ' '.join(sub_words) |
| if after == before: |
| continue |
| new_segment = ' '.join(words[:sub_start] + sub_words + words[sub_end:]) |
|
|
| |
| text = text[:start] + new_segment + text[end:] |
| modified_spans.append({ |
| "start": start, |
| "end": end, |
| "lang": lang, |
| "before": segment, |
| "after": new_segment |
| }) |
| break |
| else: |
| print("⚠️ 无法有效打乱片段(内容重复),已跳过。") |
|
|
| return text, modified_spans |
|
|
| if __name__ == "__main__": |
| |
| s = "需要在俄罗斯莫斯科和中国北京各转一次机,然后才能抵达西安,期间至少需要25个小时。" |
| new_s, spans = random_swap_contiguous(s, n_swaps=1) |
|
|
| print("原句: ", s) |
| print("打乱后:", new_s) |
| print("修改记录:") |
| for span in spans: |
| print(span) |
|
|