"""批量入库服务:访客/会话 get_or_create、事件幂等写入、聚合更新。 并发不变量(四轮审查收口): ① event 绝不重复入库:uq_site_event + bulk_create(ignore_conflicts=True) + 入库前 existed 预查 + 同批 event_id 去重(seen_eids); ② 重放命中的事件不参与会话聚合(new_events 只含未入库事件); ③ visit_count/active_days/event_count/duration_ms/stay_ms 全走 F 表达式, filter().update() 避免 read-modify-write 全量 save() 用旧值覆盖并发赢家; ④ 会话 ended_at 用 Greatest 只前进不回退,乱序批次不改早结束时间; ⑤ 同批切分出的会话段按"原始 sid"缓存复用,后续事件不再切分。 已接受的残余风险(M1 不修):existed 预查与 bulk_create 之间存在毫秒级 TOCTOU 窗口—— 并发请求在预查后、写入前提交同一 event_id 时,本请求的 ignore_conflicts 静默吞掉冲突, 但该事件已被计入 new_events 参与聚合,聚合可能双计。窗口极窄且仅影响并发重放场景。 """ from datetime import timedelta from django.db import transaction, IntegrityError from django.db.models import F, Q from django.db.models.functions import Greatest from django.utils import timezone from tracker import constants as C from tracker.models import Visitor, VisitSession, Event from tracker.services.validation import validate_event from tracker.services.geo import resolver as _geo # 模块级单例(勿实例化,11MB/份) _FIELD_LEN = {"device_type": 16, "os": 64, "browser": 64, "language": 32, "screen": 32} def _clean_utm(d): """utm 键白名单(utm_* 前缀)+ 截断——任意字符串不得经 utm 入库渲染。""" return {k[:50]: str(v)[:100] for k, v in (d or {}).items() if isinstance(k, str) and k.startswith("utm_")} def _geo_field(g, key): """geo 值归一:缺失段的 "0"/"" 占位统一为空串。geo dict 被 lru_cache 共享,只读勿改。""" v = (g or {}).get(key, "") return v if v not in ("", "0") else "" def _touch_visitor(site, vid, ctx, ip): env = {k: str(ctx.get(k, "") or "")[:n] for k, n in _FIELD_LEN.items()} # Task16 联调发现:键名映射缺口——SDK context 发 "timezone",模型字段是 timezone_name, # 同名推导的 _FIELD_LEN 取不到值,导致 timezone_name 恒空。 env["timezone_name"] = str(ctx.get("timezone", "") or "")[:64] v, created = Visitor.objects.get_or_create( site=site, visitor_id=vid, defaults={**env, "last_ip": ip}) now = timezone.now() upd = {"last_seen_at": now} # 聚合字段一律 filter().update(),避免并发下全量 save() 用旧值覆盖赢家 if created: upd.update(first_referrer_domain=(ctx.get("referrer_domain") or "")[:200], first_utm=_clean_utm(ctx.get("utm")), first_landing_path=(ctx.get("path") or "")[:500], last_active_date=now.date(), active_days=1) elif not Visitor.objects.filter(pk=v.pk, last_active_date=now.date()).exists(): upd.update(last_active_date=now.date(), active_days=F("active_days") + 1) if ip: upd["last_ip"] = ip g = _geo.resolve(ip) if g: upd.update(country=_geo_field(g, "country")[:64], province=_geo_field(g, "province")[:64], city=_geo_field(g, "city")[:64]) Visitor.objects.filter(pk=v.pk).update(**upd) return v # 下游只用 pk(FK/子查询),无需 refresh_from_db 多耗一条 SELECT def _get_session(site, visitor, sid, ctx, occurred_at): """会话权威在 SDK;服务端兜底:同 session_id 族(s1、s1#2…)距最后事件>30min 切分后缀段。 空闲比较必须取整个会话族的最大 ended_at:若只查根段(session_id=sid 精确匹配), 切分一次后根段 ended_at 陈旧,后续小间隔批次会反复误判超时、每批新开段(visit_count 灌倍)。 """ idle = timedelta(milliseconds=C.SESSION_IDLE_MS) fam = list(VisitSession.objects.filter( Q(session_id=sid) | Q(session_id__startswith=sid + "#"), site=site)) last = max(fam, key=lambda s: s.ended_at) if fam else None if last and occurred_at - last.ended_at > idle: suffix = 2 + sum(1 for s in fam if s.session_id.startswith(sid + "#")) sid, sess = f"{sid}#{suffix}", None else: sess = last if not sess: try: with transaction.atomic(): # savepoint:IntegrityError 后外层事务还能继续 sess = VisitSession.objects.create( site=site, visitor=visitor, session_id=sid, started_at=occurred_at, ended_at=occurred_at, referrer_domain=(ctx.get("referrer_domain") or "")[:200], utm=_clean_utm(ctx.get("utm")), landing_path=(ctx.get("path") or "")[:500]) except IntegrityError: # 并发同 sid 同时切分出相同后缀撞 uq_site_session——重查复用 sess = VisitSession.objects.filter(site=site, session_id=sid).first() if not sess: raise Visitor.objects.filter(pk=visitor.pk).update(visit_count=F("visit_count") + 1) return sess @transaction.atomic def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> dict: now = timezone.now() ctx = payload.get("context") or {} events = payload.get("events") or [] result = {"accepted": 0, "duplicated": 0, "rejected": []} if not payload.get("visitor_id") or not payload.get("session_id"): return {"accepted": 0, "duplicated": 0, "rejected": [{"reason": "invalid_payload"}]} if not events or len(events) > C.MAX_EVENTS_PER_BATCH: return {"accepted": 0, "duplicated": 0, "rejected": [{"reason": "batch_size_invalid"}]} visitor = _touch_visitor(site, payload["visitor_id"], ctx, ip) geo = _geo.resolve(ip) if ip else None is_bot = any(k in (ua or "").lower() for k in C.BOT_UA_KEYWORDS) if is_bot: Visitor.objects.filter(pk=visitor.pk).update(is_bot=True) ready, session_cache, seen_eids = [], {}, set() for i, ev in enumerate(events): reason = validate_event(ev) if reason: result["rejected"].append({"index": i, "event_id": ev.get("event_id", ""), "reason": reason}) continue if ev["event_id"] in seen_eids: # 同批重复 event_id:只入一份,防聚合/计数灌倍 result["duplicated"] += 1 continue seen_eids.add(ev["event_id"]) occ = ev["occurred_at"] sid = payload["session_id"] sess = session_cache.get(sid) if not sess: sess = _get_session(site, visitor, sid, ctx, occ) session_cache[sid] = sess # 按原始 sid 存:切分后 sess.session_id 是 "s1#2", # 若按它存,同批后续事件按 "s1" 查会 miss → 每条再切新会话 ready.append(Event( site=site, visitor=visitor, session=sess, event_id=ev["event_id"], event_name=ev["event_name"], occurred_at=occ, path=(ev.get("path") or "")[:500], title=(ev.get("title") or "")[:200], properties=ev.get("properties") or {}, ip=ip, late=abs((now - occ).total_seconds()) > C.CLOCK_SKEW_LATE_SEC, country=_geo_field(geo, "country")[:64], province=_geo_field(geo, "province")[:64], city=_geo_field(geo, "city")[:64], is_bot=is_bot)) if ready: existed = set(Event.objects.filter( site=site, event_id__in=[e.event_id for e in ready] ).values_list("event_id", flat=True)) new_events = [e for e in ready if e.event_id not in existed] # 重放命中的不参与聚合! Event.objects.bulk_create(new_events, ignore_conflicts=True) result["accepted"] = len(new_events) result["duplicated"] += len(ready) - len(new_events) # += :累加同批去重已计入的份数 for sess in {e.session for e in new_events}: se = [e for e in new_events if e.session.pk == sess.pk] new_end = max(x.occurred_at for x in se) span_ms = int((new_end - min(x.occurred_at for x in se)).total_seconds() * 1000) stay_add = sum(int(e.properties.get("active_ms", 0) or 0) for e in se if e.event_name == "page_stay") VisitSession.objects.filter(pk=sess.pk).update( ended_at=Greatest(F("ended_at"), new_end), # 只前进不回退,防乱序批次改早结束时间 event_count=F("event_count") + len(se), duration_ms=F("duration_ms") + span_ms, stay_ms=F("stay_ms") + stay_add) # 有效停留单独累计,供访客"总停留"取数 return result