浅念
146 lines
7.3 KiB
Python
146 lines
7.3 KiB
Python
"""批量入库服务：访客/会话 get_or_create、事件幂等写入、聚合更新。
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并发不变量（四轮审查收口）：
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① event 绝不重复入库：uq_site_event + bulk_create(ignore_conflicts=True) + 入库前 existed 预查；
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② 重放命中的事件不参与会话聚合（new_events 只含未入库事件）；
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③ visit_count/active_days/event_count/duration_ms/stay_ms 全走 F 表达式，
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filter().update() 避免 read-modify-write 全量 save() 用旧值覆盖并发赢家；
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④ 会话 ended_at 用 Greatest 只前进不回退，乱序批次不改早结束时间；
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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。
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"""
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from datetime import timedelta
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from django.db import transaction, IntegrityError
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from django.db.models import F
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from django.db.models.functions import Greatest
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from django.utils import timezone
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from tracker import constants as C
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from tracker.models import Visitor, VisitSession, Event
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from tracker.services.validation import validate_event
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from tracker.services.geo import resolver as _geo # 模块级单例（勿实例化，11MB/份）
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_FIELD_LEN = {"device_type": 16, "os": 64, "browser": 64, "language": 32, "screen": 32}
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def _clean_utm(d):
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"""utm 键白名单（utm_* 前缀）+ 截断——任意字符串不得经 utm 入库渲染。"""
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return {k[:50]: str(v)[:100] for k, v in (d or {}).items()
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if isinstance(k, str) and k.startswith("utm_")}
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def _geo_field(g, key):
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"""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。"""
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v = (g or {}).get(key, "")
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return v if v not in ("", "0") else ""
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def _touch_visitor(site, vid, ctx, ip):
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env = {k: str(ctx.get(k, "") or "")[:n] for k, n in _FIELD_LEN.items()}
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v, created = Visitor.objects.get_or_create(
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site=site, visitor_id=vid, defaults={**env, "last_ip": ip})
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now = timezone.now()
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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
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if created:
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upd.update(first_referrer_domain=(ctx.get("referrer_domain") or "")[:200],
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first_utm=_clean_utm(ctx.get("utm")),
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first_landing_path=(ctx.get("path") or "")[:500],
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last_active_date=now.date(), active_days=1)
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elif not Visitor.objects.filter(pk=v.pk, last_active_date=now.date()).exists():
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upd.update(last_active_date=now.date(), active_days=F("active_days") + 1)
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if ip:
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upd["last_ip"] = ip
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g = _geo.resolve(ip)
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if g:
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upd.update(country=_geo_field(g, "country")[:64],
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province=_geo_field(g, "province")[:64],
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city=_geo_field(g, "city")[:64])
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Visitor.objects.filter(pk=v.pk).update(**upd)
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v.refresh_from_db()
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return v
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def _get_session(site, visitor, sid, ctx, occurred_at):
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"""会话权威在 SDK；服务端兜底：同 session_id 距上事件>30min 切分后缀段。"""
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idle = timedelta(milliseconds=C.SESSION_IDLE_MS)
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sess = VisitSession.objects.filter(site=site, session_id=sid).order_by("-started_at").first()
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if sess and occurred_at - sess.ended_at > idle:
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suffix = 2 + VisitSession.objects.filter(
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site=site, session_id__startswith=sid + "#").count()
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sid = f"{sid}#{suffix}"
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sess = None
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if not sess:
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try:
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with transaction.atomic(): # savepoint：IntegrityError 后外层事务还能继续
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sess = VisitSession.objects.create(
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site=site, visitor=visitor, session_id=sid,
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started_at=occurred_at, ended_at=occurred_at,
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referrer_domain=(ctx.get("referrer_domain") or "")[:200],
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utm=_clean_utm(ctx.get("utm")),
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landing_path=(ctx.get("path") or "")[:500])
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except IntegrityError: # 并发同 sid 同时切分出相同后缀撞 uq_site_session——重查复用
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sess = VisitSession.objects.filter(site=site, session_id=sid).first()
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if not sess:
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raise
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Visitor.objects.filter(pk=visitor.pk).update(visit_count=F("visit_count") + 1)
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return sess
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@transaction.atomic
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def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> dict:
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now = timezone.now()
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ctx = payload.get("context") or {}
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events = payload.get("events") or []
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result = {"accepted": 0, "duplicated": 0, "rejected": []}
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if not events or len(events) > C.MAX_EVENTS_PER_BATCH:
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return {"accepted": 0, "duplicated": 0,
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"rejected": [{"reason": "batch_size_invalid"}]}
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visitor = _touch_visitor(site, payload["visitor_id"], ctx, ip)
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geo = _geo.resolve(ip) if ip else None
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is_bot = any(k in (ua or "").lower() for k in C.BOT_UA_KEYWORDS)
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if is_bot:
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Visitor.objects.filter(pk=visitor.pk).update(is_bot=True)
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ready, session_cache = [], {}
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for i, ev in enumerate(events):
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reason = validate_event(ev)
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if reason:
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result["rejected"].append({"index": i, "event_id": ev.get("event_id", ""),
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"reason": reason})
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continue
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occ = ev["occurred_at"]
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sid = payload["session_id"]
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sess = session_cache.get(sid)
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if not sess:
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sess = _get_session(site, visitor, sid, ctx, occ)
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session_cache[sid] = sess # 按原始 sid 存：切分后 sess.session_id 是 "s1#2"，
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# 若按它存，同批后续事件按 "s1" 查会 miss → 每条再切新会话
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ready.append(Event(
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site=site, visitor=visitor, session=sess,
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event_id=ev["event_id"], event_name=ev["event_name"],
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occurred_at=occ, path=(ev.get("path") or "")[:500],
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title=(ev.get("title") or "")[:200],
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properties=ev.get("properties") or {},
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ip=ip, late=abs((now - occ).total_seconds()) > C.CLOCK_SKEW_LATE_SEC,
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country=_geo_field(geo, "country"), province=_geo_field(geo, "province"),
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city=_geo_field(geo, "city"), is_bot=is_bot))
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if ready:
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existed = set(Event.objects.filter(
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site=site, event_id__in=[e.event_id for e in ready]
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).values_list("event_id", flat=True))
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new_events = [e for e in ready if e.event_id not in existed] # 重放命中的不参与聚合！
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Event.objects.bulk_create(new_events, ignore_conflicts=True)
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result["accepted"] = len(new_events)
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result["duplicated"] = len(ready) - len(new_events)
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for sess in {e.session for e in new_events}:
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se = [e for e in new_events if e.session.pk == sess.pk]
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new_end = max(x.occurred_at for x in se)
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span_ms = int((new_end - min(x.occurred_at for x in se)).total_seconds() * 1000)
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stay_add = sum(int(e.properties.get("active_ms", 0) or 0)
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for e in se if e.event_name == "page_stay")
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VisitSession.objects.filter(pk=sess.pk).update(
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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
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event_count=F("event_count") + len(se),
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duration_ms=F("duration_ms") + span_ms,
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stay_ms=F("stay_ms") + stay_add) # 有效停留单独累计，供访客"总停留"取数
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return result
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