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