# -*- coding: utf-8 -*- """汇总大表差异比对:生成件 vs 手工定稿 用法: python 汇总大表差异比对.py <生成件.xlsx> <手工定稿.xlsx> <输出前缀> 说明: 逐页按"行标签/列表头"做序列对齐(difflib),可正确处理多列/多行/重复表头; 每个不一致格归入 结构位移|取整尾差|文本型数字|草稿/辅助列|仅程序有|仅手工有|文本不同|错误值|实质数值差异。 """ import datetime, io, os, re, sys from difflib import SequenceMatcher from openpyxl import load_workbook from openpyxl.utils import get_column_letter def col_label(ws, c, hdr_rows=6): for r in range(1, hdr_rows+1): v = ws.cell(row=r, column=c).value if isinstance(v, (int, float)) and not isinstance(v, bool) and 20000 < v < 60000: d = datetime.date(1899,12,30) + datetime.timedelta(days=int(v)) return "%d-%02d" % (d.year, d.month) if isinstance(v, str) and v.strip() and not v.startswith("="): return v.strip()[:20] return "(无表头列)" def row_label(ws): out = []; cur = ""; seen = {} for r in range(1, ws.max_row+1): a = ws.cell(row=r, column=1).value; b = ws.cell(row=r, column=2).value if isinstance(a, str) and a.strip(): cur = a.strip() if isinstance(b, str) and b.strip(): lab = "%s|%s|%s" % (block_of(ws, r), norm_region(cur), norm_indicator(b)) else: lab = "%s|%s|" % (block_of(ws, r), norm_region(cur)) seen[lab] = seen.get(lab, 0) + 1 out.append("%s#%d" % (lab, seen[lab])) return out def norm(s): """标签归一化:去空白、去全角空格、统一引号、去掉‘市/省/州’后缀差异""" if not isinstance(s, str): return "" t = s.replace("\u3000", " ").replace("(", "(").replace(")", ")").strip() t = re.sub(r"[\s]+", "", t) return t def norm_region(s): t = norm(s) for suf in ("市", "省", "自治州", "州"): if t.endswith(suf) and len(t) > len(suf): t = t[:-len(suf)] return t def norm_indicator(s): t = norm(s).replace("(万吨公里)", "").replace("(万吨)", "").replace("(万人公里)", "").replace("(万人)", "") t = t.replace("其中规上", "规上").replace("其中规下", "规下") return t def block_of(ws, r): """向上找最近一个"标题行"(B 列为空且 A/文字较长)判断所属块:累计 / 当月 / 其它""" for rr in range(r, 0, -1): a = ws.cell(row=rr, column=1).value; b = ws.cell(row=rr, column=2).value txt = " ".join(str(x) for x in (a, b) if isinstance(x, str)) if not isinstance(b, str) or not b.strip(): if len(norm(txt)) >= 6: if "累计" in txt: return "累计块" if "各市州" in txt or "排名" in txt or "明细表" in txt: return "当月块" return "其它" # 已知设计差异:不计入问题(按用户 2026-09-28 口径) KNOWN_ROWS = {" 货运": ("规上+规下货运量", "规下货运量")} KNOWN_SHEETS_ANY_BLOCK = () # 排名表的当月块由 block_of 处理 def is_known_extra_row(sheet, indicator, side): if sheet in KNOWN_ROWS and side == "程序": for pat in KNOWN_ROWS[sheet]: if norm_indicator(indicator) == norm_indicator(pat): return True return False def num(v): return isinstance(v, (int, float)) and not isinstance(v, bool) def text_num(v): if isinstance(v, str): s = v.strip().replace(",", "") try: return float(s) except Exception: return None return None def match_labels(a, b): sm = SequenceMatcher(None, a, b, autojunk=False) pairs = {} for op, i1, i2, j1, j2 in sm.get_opcodes(): if op == "equal": for k in range(i2-i1): pairs[i1+k] = j1+k return pairs NOTE = """ > **已确认口径(2026-09-28,用户)——以下不计入问题** > 1. ` 货运` 每市州 6 行 vs 手工 4 行:程序新增「规上+规下货运量(万吨)」「规下货运量(万吨)」各 17 行(共 34 行),属母版设计 → 归入「已知设计(母版新增行)」。 > 因行数不同,第 k 个市州在程序里比手工低 2×(k-1) 行(武汉都从第 11 行起;黄石 程序 17 / 手工 15;神农架 程序 107 / 手工 75)——**纯位置偏移,按"地区+指标"对齐后数值一致**。 > 2. ` 货运!U5:U112`(无表头辅助列)是人工草稿 → 归入「已知设计(无表头草稿列)」。 > 3. 各排名表「当月块」是当初做母版时就加上的设计 → 归入「已知设计(排名表当月/累计块)」。 > 4. 市州名短名/全名(武汉 vs 武汉市)不影响 → 已做归一化。 > 5. 取整尾差、文本型数字只在汇总里计数,不进「实质数值差异」清单。 > > **仍需处理/核对** > - `班线包车` 3 格:`EO36`/`FN36`/`FO36`(荆门 客运量 2020 累计/累计同比)——**程序生成时重算为 -2731.41 / -1.0008 / -1.0002**,母版与手工定稿均为 0.181777 / 2312.2199 / -0.586419;疑母版 2020 年块分母为 0,需核对公式与数据。 > - ` 货运` 10 条 2022 年各市州「累计同比」:业务已确认**软件口径正确**(手工那列错)。 > - 手工侧待改:304 格草稿列、286 格文本型数字、4 处脏数据(`班线包车!IL4/IL5` 断链、`IL50` 反引号、` 货运!EA93/EA111` 的 `#DIV/0!`)。 > - 母版/程序自身:11 个 `#REF!` + 356 个 `#DIV/0!`(历史遗留)、`城市客运` 第 2 行第 3 个月起表头为日期序列号、缺 2026-09 母版、导出前基数体检未做。 """ def main(gen, dgf, prefix): ACTION = ("实质数值差异", "错误值(程序)", "错误值(手工)", "文本不同") IGNORE = ("已忽略(单边有值)", "已忽略(结构/设计)", "取整尾差(可忽略)", "文本型数字(可忽略)", "已知设计(母版新增行)", "已知设计(无表头草稿列)", "已知设计(排名表当月/累计块)", "其它") cats = list(ACTION) + list(IGNORE) REASON = {(" 货运", "EA"): "2022年各市州累计同比:业务已确认软件口径正确(手工那列错)", ("班线包车", "EO"): "程序生成时重算(疑母版2020年块分母为0):母版/手工为 0.1818,待核对", ("班线包车", "FN"): "同上:母版/手工为 2312.2199", ("班线包车", "FO"): "同上:母版/手工为 -0.5864"} def reason_of(x): ref = x[1] col = "".join(ch for ch in ref if ch.isalpha()) return REASON.get((x[0], col), "") g = load_workbook(gen, data_only=True); d = load_workbook(dgf, data_only=True) rows_out = [] per_sheet = [] for sh in g.sheetnames: if sh not in d.sheetnames: continue wg, wd = g[sh], d[sh] rl_g, rl_d = row_label(wg), row_label(wd) cl_g = [col_label(wg, c) for c in range(1, wg.max_column+1)] cl_d = [col_label(wd, c) for c in range(1, wd.max_column+1)] colmap = match_labels(cl_g, cl_d); rowmap = match_labels(rl_g, rl_d) cnt = {} def bump(k): cnt[k] = cnt.get(k, 0) + 1 # 列/行的结构性缺口 unmatched_cols_g = [c-1 for c in range(1, len(cl_g)+1) if c-1 not in colmap] unmatched_cols_d = [c-1 for c in range(1, len(cl_d)+1) if c-1 not in set(colmap.values())] unmatched_rows_g = [r-1 for r in range(1, len(rl_g)+1) if r-1 not in rowmap] unmatched_rows_d = [r-1 for r in range(1, len(rl_d)+1) if r-1 not in set(rowmap.values())] for c in unmatched_cols_g: if c < 2: continue if cl_g[c] == "(无表头列)": bump("已知设计(无表头草稿列)"); continue bump("已忽略(结构/设计)") for c in unmatched_cols_d: if c < 2: continue if cl_d[c] == "(无表头列)": bump("已知设计(无表头草稿列)"); continue bump("已忽略(结构/设计)") for r in unmatched_rows_g: if r < 4: continue rowb = "%s" % wg.cell(row=r+1, column=2).value if is_known_extra_row(sh, rowb, "程序"): bump("已知设计(母版新增行)"); continue bump("已忽略(结构/设计)") for r in unmatched_rows_d: if r < 4: continue if "当月块" in rl_d[r] or "累计块" in rl_d[r]: bump("已知设计(排名表当月/累计块)"); continue bump("已忽略(结构/设计)") for i, j in sorted(colmap.items()): if cl_g[i] == "(无表头列)" or cl_d[j] == "(无表头列)": bump("已知设计(无表头草稿列)"); continue for p, q in sorted(rowmap.items()): vg = wg.cell(row=p+1, column=i+1).value; vd = wd.cell(row=q+1, column=j+1).value if vg == vd: continue if vg is None and isinstance(vd, str) and vd.startswith("="): vd = None if vd is None and isinstance(vg, str) and vg.startswith("="): vg = None if (vg is None) and (vd is None): continue cat = None; note = "" tg, td = text_num(vg), text_num(vd) if num(vg) and num(vd): diff = abs(vg - vd) if diff <= 1e-6: continue rel = diff / max(abs(vd), 1e-9) if diff <= 0.01 or rel <= 1e-4: cat = "取整尾差(可忽略)" else: cat = "实质数值差异" note = "差=%.6g" % diff elif num(vg) and (vd is None): cat = "已忽略(单边有值)" elif num(vd) and (vg is None): cat = "已忽略(单边有值)" elif tg is not None and num(vd) and abs(tg - vd) <= 1e-9: cat = "文本型数字(可忽略)"; note = "手工为文本'%s'" % vg elif td is not None and num(vg) and abs(td - vg) <= 1e-9: cat = "文本型数字(可忽略)"; note = "程序为文本'%s'" % vd elif isinstance(vg, str) and isinstance(vd, str): cat = "文本不同"; note = "程序'%s' / 手工'%s'" % (vg[:18], vd[:18]) elif isinstance(vg, str) and vg.startswith("#") : cat = "错误值(程序)"; note = vg elif isinstance(vd, str) and vd.startswith("#"): cat = "错误值(手工)"; note = vd else: cat = "其它"; note = "程序=%s 手工=%s" % (str(vg)[:14], str(vd)[:14]) if cat: bump(cat) rows_out.append([sh, "%s%d" % (get_column_letter(i+1), p+1), rl_g[p][:38], cl_g[i][:18], cat, ("" if vg is None else str(vg)[:20]), ("" if vd is None else str(vd)[:20]), note]) per_sheet.append((sh, cnt)) # 输出 CSV csv = prefix + ".csv" with io.open(csv, "w", encoding="utf-8-sig", newline="") as f: f.write("页签,生成件单元格,行标签,列表头,类别,生成件值,手工值,备注\n") for x in rows_out: if x[4] not in ACTION: continue f.write(",".join('"%s"' % str(v).replace('"', "'") for v in x) + "\n") # 输出 MD md = prefix + ".md" with io.open(md, "w", encoding="utf-8", newline="\n") as f: f.write("# 汇总大表差异明细(生成件 vs 手工定稿)\n\n") f.write("- 生成件:`%s`\n- 手工定稿:`%s`\n- 比对时间:%s\n- 明细数据:`%s`\n\n" % (gen, dgf, datetime.datetime.now().strftime("%Y-%m-%d %H:%M"), os.path.basename(csv))) f.write("## 逐页汇总\n\n| 页签 | " + " | ".join(cats[:7]) + " |\n|---|" + "---|"*7 + "\n") for sh, cnt in per_sheet: f.write("| %s | %s |\n" % (sh, " | ".join(str(cnt.get(c, 0)) for c in cats[:7]))) f.write("\n## 需处理差异(全部,含原因)\n\n") subs = [x for x in rows_out if x[4] in ACTION and x[4] != "文本不同"] if not subs: f.write("(无)\n") for x in subs[:300]: f.write("- **%s** %s [%s] 生成件=%s 手工=%s%s\n" % (x[0], x[1], x[2], x[5], x[6], ("(原因:%s)" % reason_of(x)) if reason_of(x) else "")) f.write("\n## 标题/表头措辞差异\n\n") tt = [x for x in rows_out if x[4] == "文本不同"] if not tt: f.write("(无)\n") for x in tt[:50]: f.write("- %s %s [%s] 生成件=%s 手工=%s\n" % (x[0], x[1], x[2], x[5], x[6])) f.write("\n## 已按口径忽略(仅计数,明细见 CSV 之外不列出)\n\n| 页签 | " + " | ".join(IGNORE) + " |\n|---|" + "---|"*len(IGNORE) + "\n") for sh, cnt in per_sheet: f.write("| %s | %s |\n" % (sh, " | ".join(str(cnt.get(c, 0)) for c in IGNORE))) print("已输出:", md, "|", csv, "| 明细条数:", len(rows_out)) for sh, cnt in per_sheet: if cnt: print(" %-12s %s" % (sh, dict(cnt))) if __name__ == "__main__": main(sys.argv[1], sys.argv[2], sys.argv[3])