mirror of
https://github.com/lukaszraczylo/traefik-llmgateway.git
synced 2026-10-16 05:37:28 +00:00
fix(accounting): bound upstream-controlled usage and counter keys
Passthrough accounting read the model id, the usage figures and the response size from the upstream response without limits. - Mint a model counter scope only for ids the provider serves. An upstream that echoed new ids created unbounded counter keys. - Drop a reported token or cost figure above a fixed ceiling. One huge figure locked a user out of every budget for the whole window. - Bill an echoed unpriced model at the price of the model that passed the cost-budget gate. - Cap a body-size prompt estimate at one million tokens. - Bound the total bytes that concurrent passthrough accounting tees hold. A tee that cannot reserve room falls back to the estimate. - Add cache.accountHits. When true, a cache hit charges the cached usage to the user. The default stays false.
This commit is contained in:
@@ -1824,6 +1824,23 @@ func (l *limiter) accountWith(scopes []limitScope, u usage, costMicros int64, x
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// misbehaving or hostile upstream is visible rather than silently
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// rewriting a budget. Clamped per-component, so one bad field does not
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// discard the other two, which may be perfectly valid.
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// The positive direction needs a ceiling too: one absurd figure from an
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// upstream (or a saturated cost) would otherwise put a counter past
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// every budget until its window, up to 400 days on Redis, expires. No
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// real request reports figures anywhere near these bounds, so an
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// out-of-range figure is dropped like a negative one.
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if u.prompt > maxUsageTokensPerRequest || u.completion > maxUsageTokensPerRequest || costMicros > maxCostMicrosPerRequest {
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l.logf("%s", fmt.Sprintf("limits: dropping implausible usage reported by an upstream (prompt=%d completion=%d costMicros=%d)", u.prompt, u.completion, costMicros))
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if u.prompt > maxUsageTokensPerRequest {
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u.prompt = 0
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}
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if u.completion > maxUsageTokensPerRequest {
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u.completion = 0
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}
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if costMicros > maxCostMicrosPerRequest {
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costMicros = 0
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}
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}
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if u.prompt < 0 || u.completion < 0 || costMicros < 0 {
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l.logf("%s", fmt.Sprintf("limits: dropping negative usage reported by an upstream (prompt=%d completion=%d costMicros=%d); these counters are increment-only", u.prompt, u.completion, costMicros))
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if u.prompt < 0 {
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@@ -2250,6 +2267,15 @@ const (
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// scope can never collide with a user, group, provider or target scope.
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const kindModel = "model"
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// maxUsageTokensPerRequest and maxCostMicrosPerRequest bound what one
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// upstream response may add to a token or cost counter. 2^30 tokens is
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// far above any model context window, and 2^40 micro-USD is about
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// 1.1 million USD.
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const (
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maxUsageTokensPerRequest = 1 << 30
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maxCostMicrosPerRequest = 1 << 40
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)
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// maxModelScopeIDLen bounds the "provider/model" id withModelScope will
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// accept as a counter-scope id. Generous next to any real model id —
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// the longest in the built-in table is well under 40 bytes — and far
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@@ -447,6 +447,11 @@ type CacheConfig struct {
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// value above maxCacheMaxBodyBytes is a construction error.
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MaxBodyBytes int `json:"maxBodyBytes,omitempty"`
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Enabled bool `json:"enabled,omitempty"`
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// AccountHits charges the usage a cached response originally reported
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// to the user and group that receive the hit, so token and cost
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// budgets also bind repeated identical prompts. Defaults to false: a
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// hit then adds only to the request counters.
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AccountHits bool `json:"accountHits,omitempty"`
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}
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// BreakerConfig configures the per-provider discovery circuit breaker
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@@ -761,6 +766,7 @@ type Gateway struct {
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next http.Handler
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events *eventLog
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bodyAdmission chan struct{}
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teeBudget *teeBudget
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failoverHealth *requestHealthTracker
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targetHealth *targetHealthTracker
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limiter *limiter
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@@ -1049,6 +1055,7 @@ func newGateway(ctx context.Context, next http.Handler, config *Config, name str
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}
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}
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g.bodyAdmission = make(chan struct{}, bodyAdmissionCap)
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g.teeBudget = newTeeBudget(maxAccountingTeeTotalBytes)
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if config.Users != nil && config.Users.File != "" {
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if err = attachUsersFile(auth, config.Users.File, g); err != nil {
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@@ -1555,6 +1555,13 @@ func (m *modelRegistry) bareWinner(id string, grp *group, extraIDs ...string) (s
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return visible[0], true
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}
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// providerHasModel reports whether provider's explicit or discovered model
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// set contains id.
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func (m *modelRegistry) providerHasModel(provider, id string) bool {
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st, ok := m.states[provider]
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return ok && st.hasModel(id)
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}
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// resolve maps a client-requested model id to the adapter that serves it.
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// It returns the adapter, the upstream model id to send that adapter (the
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// id form the provider itself knows, with any gateway-side provider prefix
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+64
-4
@@ -7,7 +7,6 @@ import (
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"errors"
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"fmt"
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"io"
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"math"
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"net/http"
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"net/url"
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"strings"
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@@ -29,6 +28,11 @@ const maxPassthroughBytes = 32 << 20
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// of any size — without ever waiting for the full body to buffer first.
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const maxAccountingTeeBytes = 4 << 20
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// maxAccountingTeeTotalBytes caps the bytes all concurrent accounting tees
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// may retain together. A response that cannot reserve room is accounted
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// from the truncated-body estimate instead of its parsed usage.
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const maxAccountingTeeTotalBytes = 256 << 20
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// sseAccountingHeadBytes/sseAccountingTailBytes cap sseAccountingBuffer
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// (verify-core fix, round 4): an SSE stream used to be teed through the
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// same 4MiB-capped cappedAccountingBuffer as a JSON body, which held
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@@ -420,9 +424,43 @@ func hasTraversalSegment(rest string) bool {
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// caller knows a parse would only fail on cut-off JSON and skips it.
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type cappedAccountingBuffer struct {
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buf bytes.Buffer
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budget *teeBudget
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reserved int64
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truncated bool
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}
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// teeBudget bounds the bytes every in-flight accounting tee may hold at
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// once, so N concurrent large responses cannot add up to N x
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// maxAccountingTeeBytes. Counters use the sync/atomic function forms, the
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// style this package already uses under Yaegi.
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type teeBudget struct {
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used int64
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limit int64
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}
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func newTeeBudget(limit int64) *teeBudget { return &teeBudget{limit: limit} }
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// reserve claims n bytes and reports whether the budget had room.
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func (b *teeBudget) reserve(n int64) bool {
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if atomic.AddInt64(&b.used, n) > b.limit {
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atomic.AddInt64(&b.used, -n)
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return false
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}
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return true
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}
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func (b *teeBudget) free(n int64) { atomic.AddInt64(&b.used, -n) }
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// release returns the tee's reserved bytes to the budget. It is safe on a
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// nil receiver and idempotent.
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func (c *cappedAccountingBuffer) release() {
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if c == nil || c.budget == nil || c.reserved == 0 {
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return
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}
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c.budget.free(c.reserved)
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c.reserved = 0
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}
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// Write implements io.Writer. It always reports success for the full
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// input length — even once truncated is set and further bytes are being
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// discarded — because this type is driven by io.TeeReader, whose Read
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@@ -444,6 +482,13 @@ func (c *cappedAccountingBuffer) Write(p []byte) (int, error) {
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p = p[:remaining]
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c.truncated = true
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}
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if c.budget != nil {
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if !c.budget.reserve(int64(len(p))) {
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c.truncated = true
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return n, nil
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}
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c.reserved += int64(len(p))
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}
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c.buf.Write(p) //nolint:errcheck // bytes.Buffer.Write never errors
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return n, nil
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}
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@@ -1224,9 +1269,11 @@ func (g *Gateway) handlePassthrough(w http.ResponseWriter, r *http.Request, u *u
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// was already restored via io.MultiReader after that first call) so
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// this check runs independently of whether the group restricts
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// models at all.
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var gatedModel string
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if !g.cfg.AllowUnpricedWithCostBudget && scopesHaveCostBudget(scopes) {
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if model, hasModel, _, peekErr := peekPassthroughModel(r); peekErr == nil && hasModel {
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canonical := providerName + "/" + model
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gatedModel = model
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if !priceKnown(canonical, model, g.cfg.Pricing, g.cfg.ModelMeta) {
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g.logf("passthrough: refusing model %q: it has no configured price, and a cost budget applies to this caller that cannot be enforced without one", model)
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g.recordUnpricedRefusalEvent(scopes, canonical, providerName, routePassthrough) // F3 hook 5 (item 5, this round)
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@@ -1271,6 +1318,7 @@ func (g *Gateway) handlePassthrough(w http.ResponseWriter, r *http.Request, u *u
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}
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result, complete := g.proxyUpstream(w, r, upstreamURL, adapter.httpClient(), adapter.injectAuth, providerCredentialRetargetHeaders, true, "passthrough (provider "+providerName+")", adapter.requestTimeout())
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defer result.tee.release()
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g.recordProxyEvent(scopes, providerName, routePassthrough, result) // F3 hook 3 (v0.3 dashboard task)
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// Finding 2 fix (review-routes.md): a build/dial failure that never
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@@ -1335,7 +1383,7 @@ func (g *Gateway) handlePassthrough(w http.ResponseWriter, r *http.Request, u *u
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if !canEstimate || result.requestBytes <= 0 {
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return
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}
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respUsage = usage{prompt: int64(math.Ceil(float64(result.requestBytes) / 4)), estimated: true}
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respUsage = usage{prompt: estimatePromptTokens(int64(result.requestBytes)), estimated: true}
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if respModel == "" {
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respModel = "unknown/" + providerName
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}
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@@ -1343,7 +1391,19 @@ func (g *Gateway) handlePassthrough(w http.ResponseWriter, r *http.Request, u *u
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}
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canonical := providerName + "/" + respModel
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cost := unifiedCostMicros(canonical, respModel, respUsage, g.cfg.Pricing, g.cfg.ModelMeta, g.pricingWarn)
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billModel := respModel
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// Gate and bill on the same price: an upstream that echoes a model id
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// the gate never saw must not turn a priced request into a free one.
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if gatedModel != "" && respModel != gatedModel && !priceKnown(canonical, respModel, g.cfg.Pricing, g.cfg.ModelMeta) {
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billModel = gatedModel
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}
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cost := unifiedCostMicros(providerName+"/"+billModel, billModel, respUsage, g.cfg.Pricing, g.cfg.ModelMeta, g.pricingWarn)
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// Only ids the provider is known to serve get a model scope: the id is
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// read from the upstream response body, so any other value would mint
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// counter keys without bound.
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if !g.registry.providerHasModel(providerName, respModel) {
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canonical = ""
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}
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// withModelScope drops the model scope when respModel is empty (the
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// upstream reported no model id), so a passthrough reply the gateway
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// cannot attribute still accounts to user/group/total as before.
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@@ -1714,7 +1774,7 @@ func (g *Gateway) proxyUpstream(w http.ResponseWriter, r *http.Request, upstream
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var reader io.Reader = resp.Body
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switch {
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case isJSON:
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tee = &cappedAccountingBuffer{}
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tee = &cappedAccountingBuffer{budget: g.teeBudget}
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reader = io.TeeReader(resp.Body, tee)
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case isSSE:
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sseTee = &sseAccountingBuffer{}
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@@ -3355,7 +3355,7 @@ func TestHandlePassthrough_ModelLatencyAndUModelSuppressed_ProviderHistogramsOnl
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cfg := CreateConfig()
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cfg.Providers = map[string]*ProviderConfig{
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"openai": {Type: "openai", BaseURL: srv.URL, APIKey: "sk-up"},
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"openai": {Type: "openai", BaseURL: srv.URL, APIKey: "sk-up", Models: []string{"gpt-native-x"}},
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}
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cfg.Groups = map[string]*GroupConfig{"default": {}}
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cfg.Users = &UsersConfig{Inline: []*UserConfig{
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+21
-3
@@ -6,7 +6,6 @@ import (
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"encoding/json"
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"errors"
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"fmt"
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"math"
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"net/http"
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"strconv"
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"strings"
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@@ -501,6 +500,10 @@ func (g *Gateway) runMeteredCall(sw *statusTrackingWriter, r *http.Request, scop
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// requires for a cache-enabled, admin-ENABLED-but-stats-off
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// case. Gating here, not just inside recordCacheHit, is what
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// actually saves the parse.
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if g.cfg.Cache.AccountHits {
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hitUsage := cachedUsage(cached.Body)
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g.limiter.accountWith(scopes, hitUsage, unifiedCostMicros(cand.canonical, cand.upstreamModel, hitUsage, g.cfg.Pricing, g.cfg.ModelMeta, g.pricingWarn), accountExtras{provider: cand.providerName})
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}
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if g.limiter.statsAdmin {
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saved := unifiedCostMicros(cand.canonical, cand.upstreamModel, cachedUsage(cached.Body), g.cfg.Pricing, g.cfg.ModelMeta, func(string) {})
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g.limiter.recordCacheHit(cand.canonical, saved)
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@@ -691,13 +694,13 @@ func (g *Gateway) runMeteredCall(sw *statusTrackingWriter, r *http.Request, scop
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// never streamed at all, or a failover pair is double-
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// billed: the failed candidate's phantom estimate plus
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// the next candidate's real usage.
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result.prompt = int64(math.Ceil(float64(len(body)) / 4))
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result.prompt = estimatePromptTokens(int64(len(body)))
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result.estimated = true
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g.logf("%s: streaming response from model %q failed or was canceled after starting to write to the client with zero usage reported; accounting an estimate derived from request body size", logPrefix, cand.canonical)
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case streaming:
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g.logf("%s: zero usage reported for a streaming response from model %q; accounting the request only", logPrefix, cand.canonical)
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case callErr == nil:
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result.prompt = int64(math.Ceil(float64(len(body)) / 4))
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result.prompt = estimatePromptTokens(int64(len(body)))
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result.estimated = true
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}
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}
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@@ -1435,3 +1438,18 @@ func (w *cacheCaptureWriter) Write(b []byte) (int, error) {
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}
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return w.statusTrackingWriter.Write(b)
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}
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// maxEstimatedPromptTokens caps a body-size estimate, so a padded request
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// cannot bill, or overshoot a budget by, more than a very large context
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// window would legitimately hold.
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const maxEstimatedPromptTokens = 1 << 20
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// estimatePromptTokens estimates prompt tokens as one per four body bytes,
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// rounded up and capped at maxEstimatedPromptTokens.
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func estimatePromptTokens(bodyBytes int64) int64 {
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est := (bodyBytes + 3) / 4
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if est > maxEstimatedPromptTokens {
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return maxEstimatedPromptTokens
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}
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return est
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}
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@@ -0,0 +1,180 @@
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package traefikllmgateway
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import (
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"context"
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"net/http"
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"net/http/httptest"
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"strings"
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"testing"
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"time"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/require"
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)
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// newPassthroughUsageGateway builds a Gateway with one openai provider
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// pointed at an upstream that always answers upstreamBody, and one user
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// with the given limits and pricing.
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func newPassthroughUsageGateway(t *testing.T, upstreamBody string, models []string, limits *LimitsConfig, pricing map[string]*ModelPricing) *Gateway {
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t.Helper()
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srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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w.Header().Set("Content-Type", "application/json")
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_, _ = w.Write([]byte(upstreamBody))
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}))
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t.Cleanup(srv.Close)
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cfg := CreateConfig()
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cfg.Providers = map[string]*ProviderConfig{
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"openai": {Type: "openai", BaseURL: srv.URL, APIKey: "sk-up", Models: models},
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}
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cfg.Pricing = pricing
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cfg.Groups = map[string]*GroupConfig{"default": {}}
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cfg.Users = &UsersConfig{Inline: []*UserConfig{
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{Name: "alice", Group: "default", APIKey: "sk-alice", Limits: limits},
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}}
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h, err := New(context.Background(), http.HandlerFunc(func(http.ResponseWriter, *http.Request) {}), cfg, "llmgw")
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require.NoError(t, err)
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gw, ok := h.(*Gateway)
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require.True(t, ok)
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gw.limiter.spawn = func(f func()) { f() }
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return gw
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}
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func doPassthrough(t *testing.T, gw *Gateway) *httptest.ResponseRecorder {
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t.Helper()
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req := httptest.NewRequest(http.MethodPost, "/openai/v1/native-endpoint", strings.NewReader(`{"model":"gpt-1"}`))
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req.Header.Set("Authorization", "Bearer sk-alice")
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rec := httptest.NewRecorder()
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gw.ServeHTTP(rec, req)
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return rec
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}
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func TestPassthrough_EchoedUnknownModel_MintsNoModelScope(t *testing.T) {
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t.Parallel()
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gw := newPassthroughUsageGateway(t, `{"model":"echo-unknown","usage":{"prompt_tokens":4,"completion_tokens":2}}`, []string{"gpt-known"}, &LimitsConfig{}, nil)
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require.Equal(t, http.StatusOK, doPassthrough(t, gw).Code)
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reqs, _ := gw.limiter.getCounter(kindModel, "openai/echo-unknown", metricReq, windowDay, time.Now())
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assert.Zero(t, reqs, "an id the provider does not serve must not get a model scope")
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tokIn, _ := gw.limiter.getCounter("user", "alice", metricTokIn, windowDay, time.Now())
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assert.EqualValues(t, 4, tokIn, "user accounting must be unchanged")
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}
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func TestPassthrough_EchoedKnownModel_KeepsModelScope(t *testing.T) {
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t.Parallel()
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gw := newPassthroughUsageGateway(t, `{"model":"gpt-known","usage":{"prompt_tokens":4,"completion_tokens":2}}`, []string{"gpt-known"}, &LimitsConfig{}, nil)
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require.Equal(t, http.StatusOK, doPassthrough(t, gw).Code)
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req, ok := gw.limiter.getCounter(kindModel, "openai/gpt-known", metricReq, windowDay, time.Now())
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assert.True(t, ok)
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assert.EqualValues(t, 1, req)
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}
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func TestPassthrough_ImplausibleUsage_DoesNotLockOutBudget(t *testing.T) {
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t.Parallel()
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gw := newPassthroughUsageGateway(t, `{"model":"gpt-known","usage":{"prompt_tokens":9000000000000000000,"completion_tokens":1}}`, []string{"gpt-known"}, &LimitsConfig{TokensPerDay: 1000}, nil)
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require.Equal(t, http.StatusOK, doPassthrough(t, gw).Code)
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assert.Equal(t, http.StatusOK, doPassthrough(t, gw).Code, "an absurd reported figure must not exhaust the budget")
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}
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func TestPassthrough_EchoedUnpricedModel_BilledAtRequestModelPrice(t *testing.T) {
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t.Parallel()
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pricing := map[string]*ModelPricing{"openai/gpt-1": {InputPerM: 10, OutputPerM: 10}}
|
||||
gw := newPassthroughUsageGateway(t, `{"model":"unpriced-model","usage":{"prompt_tokens":1000,"completion_tokens":500}}`, nil, &LimitsConfig{CostPerDayUSD: 1}, pricing)
|
||||
|
||||
require.Equal(t, http.StatusOK, doPassthrough(t, gw).Code)
|
||||
|
||||
cost, ok := gw.limiter.getCounter("user", "alice", metricCost, windowDay, time.Now())
|
||||
assert.True(t, ok, "cost must accrue even though the upstream echoed an unpriced model")
|
||||
assert.EqualValues(t, 15000, cost, "1500 tokens at 10 USD per million = 15000 micro-USD")
|
||||
}
|
||||
|
||||
func TestLimiterAccountWith_ImplausibleUsageDropped(t *testing.T) {
|
||||
t.Parallel()
|
||||
l := newLimiter(nil, true)
|
||||
scopes := []limitScope{{kind: "user", id: "u", limits: &LimitsConfig{TokensPerDay: 1000, CostPerDayUSD: 1}}}
|
||||
|
||||
l.account(scopes, usage{prompt: maxUsageTokensPerRequest + 1, completion: 7}, maxCostMicrosPerRequest+1)
|
||||
|
||||
assert.Nil(t, l.checkAndCount(scopes), "implausible figures must not push the budgets over")
|
||||
out, _ := l.getCounter("user", "u", metricTokOut, windowDay, time.Now())
|
||||
assert.EqualValues(t, 7, out, "a plausible component of the same request is kept")
|
||||
}
|
||||
|
||||
func TestEstimatePromptTokens(t *testing.T) {
|
||||
t.Parallel()
|
||||
tests := []struct {
|
||||
name string
|
||||
bytes int64
|
||||
want int64
|
||||
}{
|
||||
{"empty", 0, 0},
|
||||
{"rounds up", 5, 2},
|
||||
{"exact", 400, 100},
|
||||
{"capped", 32 << 20, maxEstimatedPromptTokens},
|
||||
}
|
||||
for _, tt := range tests {
|
||||
t.Run(tt.name, func(t *testing.T) {
|
||||
assert.Equal(t, tt.want, estimatePromptTokens(tt.bytes))
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestCappedAccountingBuffer_SharedBudgetBoundsConcurrentTees(t *testing.T) {
|
||||
t.Parallel()
|
||||
budget := newTeeBudget(10)
|
||||
a := &cappedAccountingBuffer{budget: budget}
|
||||
b := &cappedAccountingBuffer{budget: budget}
|
||||
|
||||
_, _ = a.Write([]byte("0123456789"))
|
||||
_, err := b.Write([]byte("abc"))
|
||||
require.NoError(t, err)
|
||||
assert.False(t, a.truncated)
|
||||
assert.True(t, b.truncated, "a tee that cannot reserve budget must stop retaining bytes")
|
||||
assert.Zero(t, b.buf.Len())
|
||||
|
||||
a.release()
|
||||
c := &cappedAccountingBuffer{budget: budget}
|
||||
_, _ = c.Write([]byte("abc"))
|
||||
assert.False(t, c.truncated, "released bytes return to the budget")
|
||||
a.release()
|
||||
var nilTee *cappedAccountingBuffer
|
||||
nilTee.release()
|
||||
}
|
||||
|
||||
func TestCacheHit_AccountHits_ChargesServingUser(t *testing.T) {
|
||||
const respBody = `{"id":"c1","object":"chat.completion","model":"gpt-test","choices":[{"index":0,"message":{"role":"assistant","content":"hi"},"finish_reason":"stop"}],"usage":{"prompt_tokens":10,"completion_tokens":5}}`
|
||||
for _, tt := range []struct {
|
||||
name string
|
||||
accountHits bool
|
||||
wantTokIn int64
|
||||
}{
|
||||
{"off: a hit is free", false, 10},
|
||||
{"on: a hit is charged", true, 20},
|
||||
} {
|
||||
t.Run(tt.name, func(t *testing.T) {
|
||||
srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
|
||||
w.Header().Set("Content-Type", "application/json")
|
||||
_, _ = w.Write([]byte(respBody))
|
||||
}))
|
||||
defer srv.Close()
|
||||
gw := newCacheTestGateway(t, srv, nil, defaultCacheMaxBodyBytes)
|
||||
gw.cfg.Cache.AccountHits = tt.accountHits
|
||||
body := map[string]any{"model": "gpt-test", "messages": []any{map[string]any{"role": "user", "content": "hi"}}}
|
||||
|
||||
for _, want := range []string{"miss", "hit"} {
|
||||
rec := httptest.NewRecorder()
|
||||
gw.ServeHTTP(rec, newUnifiedRequest(t, http.MethodPost, "/v1/chat/completions", "sk-alice", body))
|
||||
require.Equal(t, want, rec.Header().Get("X-Llmgw-Cache"))
|
||||
}
|
||||
|
||||
tokIn, _ := gw.limiter.getCounter("user", "alice", metricTokIn, windowDay, time.Now())
|
||||
assert.Equal(t, tt.wantTokIn, tokIn)
|
||||
reqs, _ := gw.limiter.getCounter("user", "alice", metricReq, windowDay, time.Now())
|
||||
assert.EqualValues(t, 2, reqs, "the request counter must not double count a hit")
|
||||
})
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user