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https://gitcode.com/JianFeeeee/ModelRouter.git
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perf(gateway): 配额桶扫描改为窗口化 + pinned 桶惰性创建
审查本特性线的性能时发现两个问题,均有实测数据。
## 1. 窗口查询是全扫,代价落在每个请求上
sumBuckets 原来遍历整个 map(最多 960 个小时桶),实测 5.9us/op。
配额检查在每个请求上跑 2-3 次(key 总 token、key 请求数、scope token),
于是单请求多付约 18us。
注意这**不是本改动引入的成本**:main 上既有的 WindowTokens 同样是
5907ns/op(全扫)。是本改动让它在请求路径上被调用得更多。
改为只遍历窗口可能覆盖的桶(键是整点小时,范围是精确的,不是采样):
- 24h 窗口 200ns -> 55ns
- 1h 窗口 80ns -> 49ns
- 30d 窗口 5.9us -> 3.9us(720 次查找,只有配 month 配额时才走到)
等价性由 TestSumBucketsMatchesFullScan 保证(400 组随机桶位置 x 6 种
窗口,对全扫逐项比对)。★ 第一次写错成 floor,判据立刻抓到:
30 天窗口报 8878 而全扫是 8649 —— 正确是 ceil。
## 2. pinned 桶无条件创建,内存最坏 26.7MB
每条记录写两个桶:裸 model 与 "source::model"。但 pinned 桶只有
「配额里显式 pin 了 source」时才会被查。
实测最坏情况(20 key x 8 model x 3 source x 40 天全 retention):
HeapAlloc 26.67MB —— 而 README 宣传「16 源生产实例 ~32-35MB」,
等于吃掉 80% 内存预算。
改为惰性:只有 KeyWindowModelTokens 带 source 查询过某个 (key, model)
之后,才开始维护它的 pinned 桶。
20key x 8model x 3src 26.67MB -> 8.87MB (-67%)
5key x 6model(真实) 3.36MB -> 2.26MB (-33%)
5key x 12model 5.82MB -> 3.59MB (-38%)
代价:配 pinned 配额之前发生的用量无法事后按源拆分(记录里虽然有
Source,但桶只存了裸 model),所以 pinned 配额的首个窗口可能少算。
已在代码注释与判据中写明。
## 其余实测
Record main 基线 275ns/429B/3allocs -> 283ns/429B/3allocs
(+8ns,分配数不变;3 allocs 来自 ring buffer)
配额检查全路径 115ns / 0 allocs(每请求新增)
纯读路径 6.5ns / 0 allocs
## 100 并发调度/拒绝压测(真实进程 + 可报并发峰值的假上游)
容量 100(4+96),0.15s/请求,100 并发 ok=100 fail=0 上游峰值 42
容量 100,0.15s/请求,200 并发 ok=200 fail=0 上游峰值 97
容量 8,3s/请求,100 并发 ok=8 fail=92 上游峰值 8
容量 8,0.6s/请求,100 并发 ok=32 fail=68 上游峰值 8
容量 8,0.6s/请求,40 并发 ok=32 fail=8 上游峰值 8
上游峰值恒定不超过 max_concurrent,容量拒绝返回 503 + busyWait 有界
等待(约 2.6s)。main 基线在同条件下 ok=32 fail=68、上游峰值 8、
延迟分布相同 —— 配额改动没有触碰调度/拒绝路径。
配额拒绝单独验证(低并发避开容量拒绝):req_quota=50 用尽后
100 并发全部 429 rate_limit_exceeded + Retry-After: 1661,
**延迟仅 19-21ms**、上游 total 未增加 —— 配额在入口廉价拒绝,
不占用任何上游槽位,与容量不足的昂贵等待形成明确分工。
## 判据
key_quota_perf_test.go:4 个基准 + 2 个判据(sumBuckets 等价性、
pinned 桶惰性)。3/3 变异全被抓(无条件建 pinned 桶、firstHour 用
floor、keyHour 不再写)。
This commit is contained in:
@ -28,24 +28,36 @@ func TestKeyWindowTokensIsolatesKeys(t *testing.T) {
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}
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}
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// A source pin scopes the cap to that one upstream. The pinned bucket is
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// maintained lazily (it is only read by quotas that actually pin a source), so
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// usage recorded before anything queried the pin is not attributed to it.
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func TestKeyWindowTokensSeparatesSourcePin(t *testing.T) {
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s := NewStats(100)
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now := time.Now().UnixMilli()
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s.Record(Req{Time: now, Key: "keyA", Model: "m1", Source: "srcX", Prompt: 100, Compl: 100, OK: true, Status: 200}) // 200 tok
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s.Record(Req{Time: now, Key: "keyA", Model: "m1", Source: "srcY", Prompt: 200, Compl: 200, OK: true, Status: 200}) // 400 tok
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// A source pin scopes the cap to that one upstream.
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if got := s.KeyWindowModelTokens("keyA", "m1", "srcX", 3600); got != 200 {
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t.Errorf("srcX-pinned tokens = %d, want 200", got)
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}
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if got := s.KeyWindowModelTokens("keyA", "m1", "srcY", 3600); got != 400 {
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t.Errorf("srcY-pinned tokens = %d, want 400", got)
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}
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// No pin covers the model on every source: a cap on "this model" must not
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// stop applying just because the request was served elsewhere. 200+400.
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// The unpinned bucket always counts — it is what a scope entry without a
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// source pin reads. 200 + 400.
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if got := s.KeyWindowModelTokens("keyA", "m1", "", 3600); got != 600 {
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t.Errorf("unpinned model tokens = %d, want 600 (both sources)", got)
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}
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// Reading a pin opts this (key, model) into pinned accounting.
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if got := s.KeyWindowModelTokens("keyA", "m1", "srcX", 3600); got != 0 {
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t.Errorf("srcX pin before opt-in = %d, want 0 (the lazy bucket has not accrued yet)", got)
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}
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// From now on both pins accrue.
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more := now + 1
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s.Record(Req{Time: more, Key: "keyA", Model: "m1", Source: "srcX", Prompt: 10, Compl: 10, OK: true, Status: 200}) // 20 tok
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s.Record(Req{Time: more, Key: "keyA", Model: "m1", Source: "srcY", Prompt: 30, Compl: 30, OK: true, Status: 200}) // 60 tok
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if got := s.KeyWindowModelTokens("keyA", "m1", "srcX", 3600); got != 20 {
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t.Errorf("srcX-pinned tokens after opt-in = %d, want 20", got)
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}
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if got := s.KeyWindowModelTokens("keyA", "m1", "srcY", 3600); got != 60 {
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t.Errorf("srcY-pinned tokens = %d, want 60 (a pin read for one source must not blind the other)", got)
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}
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}
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// This is the shape of every real chat record: Source is always populated.
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@ -59,9 +71,6 @@ func TestKeyWindowModelTokensUnpinnedSeesSourcedTraffic(t *testing.T) {
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if got := s.KeyWindowModelTokens("keyA", "m1", "", 3600); got != 2000 {
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t.Errorf("unpinned tokens = %d, want 2000 — an unpinned per-model quota would never trip otherwise", got)
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}
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if got := s.KeyWindowModelTokens("keyA", "m1", "deepseek", 3600); got != 2000 {
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t.Errorf("pinned tokens = %d, want 2000", got)
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}
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}
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func TestKeyWindowRespectsResetWindow(t *testing.T) {
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@ -196,3 +205,21 @@ func TestNormalizeRole(t *testing.T) {
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t.Errorf("unknown role = %q, want user (never escalate)", got)
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}
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}
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// Retention must hold for the lazy pinned buckets too, or a long-lived key
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// would grow without bound.
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func TestPinnedBucketRespectsRetention(t *testing.T) {
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s := NewStats(100)
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_ = s.KeyWindowModelTokens("keyA", "m1", "srcX", 3600) // opt in
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nowH := time.Now().Unix() / 3600
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for h := int64(0); h < quotaRetentionHours+50; h++ {
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s.Record(Req{Time: (nowH - h) * 3600 * 1000, Key: "keyA", Model: "m1", Source: "srcX",
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Prompt: 10, Compl: 10, OK: true, Status: 200})
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}
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s.mu.Lock()
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n := len(s.keyModelHour["keyA"]["srcX::m1"])
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s.mu.Unlock()
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if n > quotaRetentionHours {
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t.Errorf("pinned bucket holds %d hours, want <= %d", n, quotaRetentionHours)
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}
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}
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