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)) # [2,5] 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] # 尝试打乱,直到不同 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 # 成功打乱后跳出 retry 循环 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。 """ # 拆分文本为token,保留分隔符位置 tokens = re.findall(r'[\u4e00-\u9fa5]+|[A-Za-z]+(?:\s+[A-Za-z]+)*|[^\u4e00-\u9fa5A-Za-z]+', text) text_list = list(text) modified_spans = [] # 找出中文和英文片段(带索引范围) 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': # 中文:随机扰动连续2~5个字符 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: # 英文:按单词打乱 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:]) # 替换文本 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__": # 示例 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)