# -*- coding: utf-8 -*- """final_validate.py v2 — 23亿交付级校验(有界重设计) ① 总行数==N ② 全行合法JSON ③ order唯一+满覆盖(每worker位图) ④ 重生成一致性:随机整分片逐行比对(有界:每分片流式一次,同步make_row对照) ⑤ 字段值域抽查 用法: python final_validate.py [shard_sample=120] """ import os, sys, json, gzip, math, random, multiprocessing as mp BASE = os.path.dirname(os.path.abspath(__file__)) sys.path.insert(0, BASE) from sephirot_gen import make_row, N WORKERS = 16 CHUNK = N // WORKERS SHARD = 2_000_000 DATA = os.path.join(BASE, "data") def struct_worker(wid): lo, hi = wid * CHUNK, (wid + 1) * CHUNK if wid < WORKERS - 1 else N wdir = os.path.join(DATA, f"w{wid:02d}") span = hi - lo bm = bytearray((span + 7) // 8) total = bad = dup = oor = 0 for fn in sorted(os.listdir(wdir)): if not fn.endswith(".jsonl.gz"): continue with gzip.open(os.path.join(wdir, fn), "rt", encoding="utf-8") as gz: for line in gz: total += 1 try: d = json.loads(line) except Exception: bad += 1 continue i = d["i"] if lo <= i < hi: b, bit = (i - lo) >> 3, (i - lo) & 7 if bm[b] & (1 << bit): dup += 1 else: bm[b] |= 1 << bit else: oor += 1 missing = span - sum(bin(b).count("1") for b in bm) print(f"[struct w{wid:02d}] done total={total:,}", flush=True) return {"wid": wid, "total": total, "bad": bad, "dup": dup, "oor": oor, "missing": missing} def shard_compare(job): """随机分片整片逐行比对:期望行由 make_row 确定性重生成""" wid, start = job lo = wid * CHUNK path = os.path.join(DATA, f"w{wid:02d}", f"s{start:012d}.jsonl.gz") n = mismatch = badparse = 0 with gzip.open(path, "rt", encoding="utf-8") as gz: for k, line in enumerate(gz): order = start + k want = make_row(order) if line.strip() != want: try: if json.loads(line)["i"] == order: mismatch += 1 # 同索引不同内容 continue except Exception: pass badparse += 1 n += 1 print(f"[cmp w{wid:02d} s{start}] rows={n:,} mismatch={mismatch} bad={badparse}", flush=True) return {"rows": n, "mismatch": mismatch, "bad": badparse} if __name__ == "__main__": shard_sample = int(sys.argv[1]) if len(sys.argv) > 1 else 120 # ── 阶段①②③:结构校验 ── with mp.Pool(WORKERS) as pool: results = pool.map(struct_worker, range(WORKERS)) tot = sum(r["total"] for r in results) bad = sum(r["bad"] for r in results) dup = sum(r["dup"] for r in results) oor = sum(r["oor"] for r in results) miss = sum(r["missing"] for r in results) ok_struct = (tot == N and bad == 0 and dup == 0 and oor == 0 and miss == 0) print(f"总行数 : {tot:,} / {N:,}") print(f"坏JSON {bad:,} · 重复i {dup:,} · 越域i {oor:,} · 缺失 {miss:,}") print("结构校验 :", "PASS ✅" if ok_struct else "FAIL ❌", flush=True) # ── 阶段④:随机整分片重生成比对 ── jobs = [] rng = random.Random(20260826) for wid in range(WORKERS): lo = wid * CHUNK hi = (wid + 1) * CHUNK if wid < WORKERS - 1 else N starts = list(range(lo, hi, SHARD)) for s in rng.sample(starts, min(len(starts), max(4, shard_sample // WORKERS))): jobs.append((wid, s)) with mp.Pool(8) as pool: cmp_res = pool.map(shard_compare, jobs) cmp_rows = sum(r["rows"] for r in cmp_res) cmp_bad = sum(r["mismatch"] + r["bad"] for r in cmp_res) ok_cmp = (cmp_bad == 0 and cmp_rows > 0) print(f"重生成比对: {cmp_rows:,} 行逐字节核对,不一致 {cmp_bad}") print("抽样校验 :", "PASS ✅" if ok_cmp else "FAIL ❌", flush=True) print("=" * 40) print("FINAL:", "ALL PASS 🎉" if (ok_struct and ok_cmp) else "HAS FAILURE")