fix: ingest 同批去重/会话族切分修复/xdb 无关测试/边界加固

Co-Authored-By: Claude Code <noreply@anthropic.com>
This commit is contained in:
浅念
2026-09-15 12:59:13 +08:00
parent 6147f2b9ff
commit 173d13dbf3
2 changed files with 84 additions and 16 deletions
+32 -15
View File
@@ -1,17 +1,22 @@
"""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;
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
from django.db.models import F, Q
from django.db.models.functions import Greatest
from django.utils import timezone
@@ -56,19 +61,24 @@ def _touch_visitor(site, vid, ctx, ip):
province=_geo_field(g, "province")[:64],
city=_geo_field(g, "city")[:64])
Visitor.objects.filter(pk=v.pk).update(**upd)
v.refresh_from_db()
return v
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 距上事件>30min 切分后缀段。"""
"""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)
sess = VisitSession.objects.filter(site=site, session_id=sid).order_by("-started_at").first()
if sess and occurred_at - sess.ended_at > idle:
suffix = 2 + VisitSession.objects.filter(
site=site, session_id__startswith=sid + "#").count()
sid = f"{sid}#{suffix}"
sess = None
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
@@ -92,6 +102,9 @@ def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> di
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"}]}
@@ -100,13 +113,17 @@ def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> di
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 = [], {}
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)
@@ -121,8 +138,8 @@ def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> di
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"), province=_geo_field(geo, "province"),
city=_geo_field(geo, "city"), is_bot=is_bot))
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]
@@ -130,7 +147,7 @@ def ingest_batch(site, payload: dict, ip: str | None = None, ua: str = "") -> di
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)
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)
+52 -1
View File
@@ -1,6 +1,7 @@
from datetime import timedelta
from django.utils import timezone
from tracker.models import Site, Visitor, VisitSession, Event
from tracker.services.geo import resolver as _geo
from tracker.services.ingest import ingest_batch
NOW = timezone.now()
@@ -26,7 +27,8 @@ def test_first_batch_creates_visitor_session_events(db):
v = Visitor.objects.get(site=site, visitor_id="v1")
assert v.first_referrer_domain == "google.com" and v.visit_count == 1
assert v.active_days == 1 and v.last_ip == "114.114.114.114"
assert v.country == "中国" and v.city == "南京市" # 真实 xdb(114 DNS,江苏南京);无 xdb 环境改为断言不抛异常即可
if _geo._searcher: # 地理断言仅在有真实 xdb 时执行,CI/fresh clone 不因缺库变红
assert v.country == "中国" and v.city == "南京市" # 114 DNS(江苏南京)
assert Event.objects.filter(site=site).count() == 2
# 2. 重放幂等 + 不抬高会话聚合
@@ -83,3 +85,52 @@ def test_batch_size_invalid(db):
site = Site.objects.create(name="s", domains=["a.com"])
r = ingest_batch(site, _batch([_ev(i) for i in range(60)]))
assert r["rejected"] == [{"reason": "batch_size_invalid"}]
# 9. 同批重复 event_id:去重后只入一份,聚合不灌倍
def test_intra_batch_duplicate_event_id_deduped(db):
site = Site.objects.create(name="s", domains=["a.com"])
evs = [_ev(1, "page_stay", properties={"active_ms": 1000, "path": "/p"})
for _ in range(3)] # 3 份同 id
r = ingest_batch(site, _batch(evs))
assert (r["accepted"], r["duplicated"]) == (1, 2)
sess = VisitSession.objects.get()
assert sess.event_count == 1 and sess.stay_ms == 1000
# 10. 切分后同 sid 小间隔连发:空闲比较取会话族最大 ended_at,不再每批新开段
def test_split_then_small_gap_reuses_segment(db):
site = Site.objects.create(name="s", domains=["a.com"])
ingest_batch(site, _batch([_ev(1, occurred_at=NOW - timedelta(minutes=90))]))
ingest_batch(site, _batch([_ev(2)])) # 90min 间隔 → 切出 s1#2
ingest_batch(site, _batch([_ev(3, occurred_at=NOW + timedelta(minutes=1))]))
ingest_batch(site, _batch([_ev(4, occurred_at=NOW + timedelta(minutes=2))]))
assert VisitSession.objects.count() == 2 # 保持 s1 与 s1#2,不切 s1#3/s1#4
assert Visitor.objects.get(visitor_id="v1").visit_count == 2
# 11. invariant 4:乱序批次(后入更早发生)ended_at 不回退
def test_ended_at_never_regresses_on_out_of_order_batch(db):
site = Site.objects.create(name="s", domains=["a.com"])
ingest_batch(site, _batch([_ev(1, occurred_at=NOW + timedelta(minutes=1))]))
ingest_batch(site, _batch([_ev(2, occurred_at=NOW)]))
sess = VisitSession.objects.get()
assert abs((sess.ended_at - (NOW + timedelta(minutes=1))).total_seconds()) < 1
# 12. 首触持久:第二批换 referrer 不改首触字段
def test_first_touch_immutable_across_batches(db):
site = Site.objects.create(name="s", domains=["a.com"])
ingest_batch(site, _batch([_ev(1)]))
b = _batch([_ev(2)])
b["context"]["referrer_domain"] = "bing.com"
ingest_batch(site, b)
v = Visitor.objects.get(visitor_id="v1")
assert v.first_referrer_domain == "google.com"
assert v.first_utm == {"utm_source": "google"}
# 13. payload 缺 visitor_id/session_id 提前拒绝
def test_missing_payload_fields_rejected(db):
site = Site.objects.create(name="s", domains=["a.com"])
p = _batch([_ev(1)])
del p["visitor_id"]
assert ingest_batch(site, p)["rejected"] == [{"reason": "invalid_payload"}]
p = _batch([_ev(1)])
del p["session_id"]
assert ingest_batch(site, p)["rejected"] == [{"reason": "invalid_payload"}]