Aislo/resources/knowledge/original/_pipeline/qc_lint.py

# -*- coding: utf-8 -*-
"""법령·기준 md 전수 품질 점검.

검출: 테이블깨짐 / 사진누락 / 내용누락 / 띄어쓰기소실 / 줄바꿈
소스 대조: 별표·첨부 md ↔ 같은 이름 PDF, 현행 본문 md ↔ 같은 이름 XML.
결과를 qc_report.json 으로 저장하고 카테고리별 요약 출력.
"""
import json, re
from pathlib import Path
import pymupdf

ROOT = Path(__file__).resolve().parent.parent
OUT = Path(__file__).resolve().parent / "data"

def norm(s):
    return re.sub(r"[^가-힣0-9A-Za-z%㎞㎡㎥℃]", "", s)

def strip_fenced(text):
    """``` 코드펜스 안을 빈 줄로 치환(위치 보존)."""
    out, infence = [], False
    for l in text.split(chr(10)):
        if l.lstrip().startswith("```"):
            infence = not infence
            out.append("")
            continue
        out.append("" if infence else l)
    return chr(10).join(out)

def ncols(line):
    s = line.strip()
    if s.startswith("|"):
        s = s[1:]
    if s.endswith("|"):
        s = s[:-1]
    return len(s.split("|"))

def check_tables(text):
    """마크다운 표 유효성. (문제 리스트) 반환."""
    issues = []
    lines = strip_fenced(text).split("\n")
    i = 0
    while i < len(lines):
        if not lines[i].lstrip().startswith("|"):
            i += 1
            continue
        start = i
        block = []
        while i < len(lines) and lines[i].lstrip().startswith("|"):
            block.append(lines[i])
            i += 1
        head = ncols(block[0])
        if len(block) < 2 or not set(block[1].replace("|", "").replace(" ", "").replace(":", "")) <= set("-"):
            issues.append(f"L{start+1} 구분선 없음/이상")
            continue
        for j, b in enumerate(block):
            if j == 1:
                continue
            if ncols(b) != head:
                issues.append(f"L{start+j+1} 열수 {ncols(b)}≠{head}")
    return issues

def check_space(text):
    """프로즈(표·펜스 제외)의 한글 12자 이상 연속 비율."""
    prose = [l for l in strip_fenced(text).split(chr(10)) if not l.lstrip().startswith("|")]
    t = chr(10).join(prose)
    kor = len(re.findall(r"[가-힣]", t))
    if kor < 400:
        return 0.0
    runs = re.findall(r"[가-힣]{12,}", t)
    return round(sum(len(x) for x in runs) / kor, 3)

def check_linebreak(text):
    """줄바꿈 결함: 표 앞 빈 줄 없음, 헤딩 직후 표 붙음."""
    issues = []
    lines = strip_fenced(text).split("\n")
    for i in range(1, len(lines)):
        s = lines[i].strip()
        prev = lines[i-1].strip()
        # 표 시작인데 앞 줄이 텍스트(표/빈줄/헤딩 아님)
        if s.startswith("|") and prev and not prev.startswith("|") and not prev.startswith("#") and not prev.startswith(">"):
            issues.append(f"L{i+1} 표 앞 빈 줄 없음")
    return issues[:5]

def pdf_stats(pdf):
    d = pymupdf.open(pdf)
    txt = "\n".join(p.get_text() for p in d)
    imgs = sum(len(p.get_images()) for p in d)
    return txt, imgs

def run():
    report = []
    targets = []
    for pat in ("법률", "행정규칙", "표준시방서"):
        base = ROOT / pat
        targets += [p for p in base.rglob("*.md")]
    targets += [p for p in (ROOT / "KS").glob("*.md")]
    targets = [p for p in targets if p.name not in ("_목록.md", "_meta.md")]

    for md in sorted(targets):
        rel = str(md.relative_to(ROOT)).replace("\\", "/")
        text = md.read_text(encoding="utf-8")
        rec = {"file": rel, "issues": {}}

        t = check_tables(text)
        if t:
            rec["issues"]["테이블"] = t[:6]
        sp = check_space(text)
        if sp > 0.15:
            rec["issues"]["띄어쓰기"] = sp
        lb = check_linebreak(text)
        if lb:
            rec["issues"]["줄바꿈"] = lb

        # 소스 대조 (별표/첨부 → PDF). 단, HWP/HWPX 재추출본은 PDF가 소스가 아니므로 제외.
        pdf = md.with_suffix(".pdf")
        head = text[:200]
        reextracted = ("재추출" in head) or (".hwp" in head) or (".hwpx" in head)
        if pdf.exists() and not reextracted:
            try:
                ptxt, pimgs = pdf_stats(pdf)
                pn, mn = norm(ptxt), norm(text)
                if pn and len(mn) / len(pn) < 0.98:
                    rec["issues"]["내용누락"] = f"{len(pn)}→{len(mn)} ({len(mn)/len(pn):.2f})"
                mimg = text.count("〔그림〕") + text.count("![")
                if pimgs > 0 and mimg == 0:
                    rec["issues"]["사진누락"] = f"PDF 이미지 {pimgs}개 / md 0"
            except Exception as e:
                rec["issues"]["PDF오류"] = str(e)[:50]

        if rec["issues"]:
            report.append(rec)

    json.dump(report, open(OUT / "qc_report.json", "w", encoding="utf-8"), ensure_ascii=False, indent=1)

    # 요약
    cat = {}
    for r in report:
        for k in r["issues"]:
            cat[k] = cat.get(k, 0) + 1
    print(f"점검 {len(targets)}개 / 문제 파일 {len(report)}개")
    print("카테고리별:", cat)
    print("\n=== 심각(내용누락·사진누락·테이블) 상위 ===")
    sev = [r for r in report if set(r["issues"]) & {"내용누락", "사진누락", "테이블"}]
    for r in sev[:30]:
        ks = ", ".join(f"{k}={v if not isinstance(v,list) else len(v)}" for k, v in r["issues"].items())
        print(f"  {r['file'][-64:]}  [{ks}]")

if __name__ == "__main__":
    run()