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python识别序号章节并提取内容

  • 2026-06-11 17:37:41
python识别序号章节并提取内容
在识别PDF中一、二、等序号划分章节后实现提取特定章节的内容,
     import fitz  # PyMuPDFimport reimport requestsfrom collections import defaultdictfrom typing import ListDictOptionalimport statistics# ----------------------------# 1. 下载 PDF# ----------------------------def download_pdf(url: str, timeout: int = 30) -> bytes:    headers = {        "User-Agent""Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36"    }    resp = requests.get(url, headers=headers, timeout=timeout, stream=True)    resp.raise_for_status()    return resp.content# ----------------------------# 2. 中文标题匹配与特征打分# ----------------------------CHINESE_NUM_PATTERN = re.compile(r'^[一二三四五六七八九十百千]+[、..]')def is_chinese_heading(text: str) -> bool:    return bool(CHINESE_NUM_PATTERN.match(text.strip()))def score_heading_line(line, global_median_size, page_width, page_height):    text = "".join([s["text"for s in line["spans"]]).strip()    if not is_chinese_heading(text):        return 0    score = 1    sizes = [s["size"for s in line["spans"]]    max_size = max(sizes) if sizes else 0    is_bold = any("Bold" in s.get("font"""for s in line["spans"])    if max_size > global_median_size * 1.1:        score += 1    if is_bold:        score += 1    bbox = line["bbox"]    if bbox[1] < page_height * 0.4:        score += 1    if bbox[0] < page_width * 0.1:        score += 1    return score# ----------------------------# 3. 页码处理(物理→显示)# ----------------------------def get_display_page(doc: fitz.Document, physical_index: int) -> str:    """物理页码(0-based)转显示页码(标签或数字)"""    label = doc[physical_index].get_label()    return label.strip() if label and label.strip() else str(physical_index + 1)# ----------------------------# 4. 提取章节(包含物理页码)# ----------------------------def extract_chapters(    pdf_bytes: bytes,    score_threshold: int = 3,    numbered_only: bool = False) -> List[Dict]:    """    返回章节列表,每项包含:    - title: 标题文本    - start_disp: 显示起始页码    - end_disp:   显示结束页码    - phys_start: 物理起始页索引(0-based)    - phys_end:   物理结束页索引(0-based)    """    doc = fitz.open(stream=pdf_bytes, filetype="pdf")    chapters = []    total_phys = doc.page_count    # ===== 书签优先 =====    toc = doc.get_toc()    if toc:        level1 = [(t, p) for l, t, p in toc if l == 1]        if numbered_only:            level1 = [(t, p) for t, p in level1 if is_chinese_heading(t)]        for i, (title, page_num) in enumerate(level1):            phys_start = page_num - 1  # PyMuPDF书签页码是1-based            if i + 1 < len(level1):                phys_end = level1[i+1][1] - 2  # 下一章起始页的前一页                if phys_end < phys_start:                    phys_end = phys_start            else:                phys_end = total_phys - 1            chapters.append({                "title": title,                "start_disp": get_display_page(doc, phys_start),                "end_disp": get_display_page(doc, phys_end),                "phys_start": phys_start,                "phys_end": phys_end            })        return chapters    # ===== 无书签时,文本特征识别 =====    all_sizes = []    for page in doc:        for b in page.get_text("dict")["blocks"]:            for line in b.get("lines", []):                for span in line["spans"]:                    all_sizes.append(span["size"])    if not all_sizes:        return chapters    global_median_size = statistics.median(all_sizes)    candidates = []    for pnum, page in enumerate(doc):        pw, ph = page.rect.width, page.rect.height        for b in page.get_text("dict")["blocks"]:            for line in b.get("lines", []):                text = "".join([s["text"for s in line["spans"]]).strip()                if not is_chinese_heading(text):                    continue                s = score_heading_line(line, global_median_size, pw, ph)                if s >= score_threshold:                    candidates.append((text, pnum, s))    candidates.sort(key=lambda x: x[1])    # 同页去重,保留最高分    page_best = {}    for t, pn, sc in candidates:        if pn not in page_best or sc > page_best[pn][1]:            page_best[pn] = (t, sc)    filtered = [(page_best[pn][0], pn) for pn in sorted(page_best)]    for i, (title, pn) in enumerate(filtered):        phys_start = pn        if i + 1 < len(filtered):            phys_end = filtered[i+1][1] - 1            if phys_end < phys_start:                phys_end = phys_start        else:            phys_end = total_phys - 1        chapters.append({            "title": title,            "start_disp": get_display_page(doc, phys_start),            "end_disp": get_display_page(doc, phys_end),            "phys_start": phys_start,            "phys_end": phys_end        })    return chapters# ----------------------------# 5. 章节拆分器# ----------------------------def split_chapter(    pdf_bytes: bytes,    chapter: Dict,    output_path: Optional[str] = None) -> bytes:    """    从原 PDF 中提取某个章节的页面,保存为新 PDF。    - chapter 必须包含 'phys_start' 和 'phys_end'(如 extract_chapters 的输出)    - 如果提供 output_path,则保存文件并返回字节流;否则仅返回字节流    """    doc = fitz.open(stream=pdf_bytes, filetype="pdf")    new_doc = fitz.open()  # 空白文档    start = chapter["phys_start"]    end = chapter["phys_end"]    # 插入指定页码范围    new_doc.insert_pdf(doc, from_page=start, to_page=end)    result_bytes = new_doc.tobytes()    if output_path:        new_doc.save(output_path)        print(f"已保存至:{output_path}")    new_doc.close()    doc.close()    return result_bytes# ----------------------------# 6. 交互式拆分(控制台选择)# ----------------------------def interactive_split(chapters: List[Dict], pdf_bytes: bytes):    """列出章节并让用户选择要拆分的章节。"""    if not chapters:        print("没有可拆分的章节。")        return    print("\n识别到的章节:")    for i, ch in enumerate(chapters, 1):        range_str = f"第{ch['start_disp']}-{ch['end_disp']}页"        print(f"  [{i}{ch['title']} ({range_str})")    while True:        sel = input("\n请输入要拆分的章节编号(多个用逗号分隔,q退出): ").strip()        if sel.lower() == 'q':            break        try:            indices = [int(x.strip()) - 1 for x in sel.split(','if x.strip()]            for idx in indices:                if 0 <= idx < len(chapters):                    ch = chapters[idx]                    # 自动生成文件名:标题 + 页码范围                    safe_title = re.sub(r'[\\/*?:"<>|]'"_", ch['title'])                    fname = f"{safe_title}_p{ch['start_disp']}-{ch['end_disp']}.pdf"                    split_chapter(pdf_bytes, ch, output_path=fname)                else:                    print(f"  无效编号:{idx+1}")        except ValueError:            print("输入格式错误,示例:1,3,5")        else:            print("拆分完成。")# ----------------------------# 7. 完整示例主程序# ----------------------------if __name__ == "__main__":    # 替换为你的 PDF 链接    URL = "https://sthjj.suzhou.gov.cn/szhbj/jsslgs/202605/3a30a2711bb5402389ffa4882a5a71d4/files/e493759743c242e69f9d6cb572f61d75.pdf"    try:        print("正在下载 PDF...")        pdf_data = download_pdf(URL)        print("正在识别章节...")        # numbered_only=True 可以只保留带中文序号的标题        chapters = extract_chapters(pdf_data, score_threshold=3, numbered_only=False)        if not chapters:            print("未识别到任何章节。")        else:            print(f"共识别到 {len(chapters)} 个章节。")            # 进入交互式拆分            interactive_split(chapters, pdf_data)    except Exception as e:        print(f"出错了: {e}")

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  1. CONNECT:[ UseTime:0.000535s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000811s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000339s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000251s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000462s ]
  6. SELECT * FROM `set` [ RunTime:0.000193s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000519s ]
  8. SELECT * FROM `article` WHERE `id` = 497020 LIMIT 1 [ RunTime:0.000590s ]
  9. UPDATE `article` SET `lasttime` = 1783027501 WHERE `id` = 497020 [ RunTime:0.001803s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000242s ]
  11. SELECT * FROM `article` WHERE `id` < 497020 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000433s ]
  12. SELECT * FROM `article` WHERE `id` > 497020 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000424s ]
  13. SELECT * FROM `article` WHERE `id` < 497020 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000759s ]
  14. SELECT * FROM `article` WHERE `id` < 497020 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002070s ]
  15. SELECT * FROM `article` WHERE `id` < 497020 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.009070s ]
0.087081s