WeKnora deployment source with the reviewed wiki identity, summary and recovery fixes
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This commit is contained in:
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#!/usr/bin/env python3
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"""
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信息提取脚本 - 从文本中提取结构化信息
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提取内容:
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- 数字
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- 日期
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- 百分比
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- 金额
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- 邮箱
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- URL
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- 电话号码
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用法:
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echo "2024年销售额为100万元,同比增长15%" | python extract_info.py
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# 指定提取类型
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echo "联系我: test@example.com 或 13800138000" | python extract_info.py --types email,phone
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"""
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import sys
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import json
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import argparse
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import re
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def extract_numbers(text: str) -> list:
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"""提取数字"""
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# 匹配整数和小数
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pattern = r'-?\d+(?:\.\d+)?'
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numbers = re.findall(pattern, text)
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# 转换为数值
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result = []
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for n in numbers:
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try:
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if '.' in n:
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result.append(float(n))
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else:
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result.append(int(n))
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except ValueError:
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result.append(n)
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return result
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def extract_dates(text: str) -> list:
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"""提取日期"""
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patterns = [
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r'\d{4}[-/年]\d{1,2}[-/月]\d{1,2}[日]?', # 2024-01-01 或 2024年1月1日
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r'\d{4}[-/年]\d{1,2}[月]?', # 2024-01 或 2024年1月
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r'\d{4}年', # 2024年
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r'\d{1,2}[-/月]\d{1,2}[日]?', # 01-01 或 1月1日
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]
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dates = []
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for pattern in patterns:
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matches = re.findall(pattern, text)
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dates.extend(matches)
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return list(set(dates))
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def extract_percentages(text: str) -> list:
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"""提取百分比"""
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pattern = r'-?\d+(?:\.\d+)?%'
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return re.findall(pattern, text)
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def extract_amounts(text: str) -> list:
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"""提取金额"""
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patterns = [
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r'[¥$€£]\s*\d+(?:,\d{3})*(?:\.\d+)?', # ¥100.00
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r'\d+(?:,\d{3})*(?:\.\d+)?\s*[元万亿美金]', # 100万元
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r'\d+(?:\.\d+)?[百千万亿]+[元]?', # 100万
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]
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amounts = []
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for pattern in patterns:
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matches = re.findall(pattern, text)
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amounts.extend(matches)
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return list(set(amounts))
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def extract_emails(text: str) -> list:
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"""提取邮箱"""
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pattern = r'[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}'
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return re.findall(pattern, text)
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def extract_urls(text: str) -> list:
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"""提取 URL"""
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pattern = r'https?://[^\s<>"{}|\\^`\[\]]+'
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return re.findall(pattern, text)
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def extract_phones(text: str) -> list:
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"""提取电话号码"""
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patterns = [
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r'1[3-9]\d{9}', # 手机号
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r'\d{3,4}[-\s]?\d{7,8}', # 固话
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r'\+\d{1,3}[-\s]?\d{10,12}', # 国际号码
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]
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phones = []
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for pattern in patterns:
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matches = re.findall(pattern, text)
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phones.extend(matches)
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return list(set(phones))
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def extract_keywords(text: str, min_len: int = 2) -> list:
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"""提取关键词(中文和英文)"""
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# 中文关键词
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chinese_pattern = r'[\u4e00-\u9fa5]{2,}'
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chinese_words = re.findall(chinese_pattern, text)
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# 英文关键词
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english_pattern = r'[a-zA-Z]{3,}'
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english_words = re.findall(english_pattern, text)
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# 统计词频
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from collections import Counter
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words = chinese_words + [w.lower() for w in english_words]
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# 过滤停用词
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stopwords = {'的', '是', '在', '了', '和', '与', '或', '为', '有', '这', '那', '等',
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'the', 'is', 'are', 'was', 'were', 'and', 'or', 'for', 'with', 'this'}
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words = [w for w in words if w not in stopwords and len(w) >= min_len]
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word_freq = Counter(words)
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return [{"word": w, "count": c} for w, c in word_freq.most_common(20)]
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def main():
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parser = argparse.ArgumentParser(description="信息提取工具")
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parser.add_argument("--types", "-t",
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help="要提取的类型,逗号分隔 (numbers,dates,percentages,amounts,emails,urls,phones,keywords)")
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parser.add_argument("--pretty", "-p", action="store_true", help="格式化输出")
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args = parser.parse_args()
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# 读取输入
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try:
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text = sys.stdin.read()
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if not text.strip():
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print(json.dumps({"error": "空输入"}))
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return
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except Exception as e:
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print(json.dumps({"error": f"读取错误: {str(e)}"}))
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return
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# 确定要提取的类型
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all_types = ["numbers", "dates", "percentages", "amounts", "emails", "urls", "phones", "keywords"]
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if args.types:
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extract_types = [t.strip().lower() for t in args.types.split(",")]
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else:
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extract_types = all_types
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# 提取信息
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result = {
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"success": True,
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"text_length": len(text),
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"extracted": {}
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}
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extractors = {
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"numbers": extract_numbers,
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"dates": extract_dates,
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"percentages": extract_percentages,
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"amounts": extract_amounts,
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"emails": extract_emails,
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"urls": extract_urls,
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"phones": extract_phones,
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"keywords": extract_keywords,
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}
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for ext_type in extract_types:
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if ext_type in extractors:
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try:
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extracted = extractors[ext_type](text)
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if extracted:
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result["extracted"][ext_type] = extracted
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except Exception as e:
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result["extracted"][ext_type] = {"error": str(e)}
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# 统计
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result["summary"] = {
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"total_extractions": sum(len(v) if isinstance(v, list) else 0
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for v in result["extracted"].values()),
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"types_found": list(result["extracted"].keys())
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}
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# 输出
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indent = 2 if args.pretty else None
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print(json.dumps(result, ensure_ascii=False, indent=indent))
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if __name__ == "__main__":
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main()
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