Compare commits
5 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| c36986fef6 | |||
| 558801db1a | |||
| b21dee27c1 | |||
| f58c8c8ec5 | |||
| 954e2dee73 |
@@ -34,7 +34,7 @@ Written in golang, it is very easy to install (single binary with no dependencie
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- ✅ Run multiple models at once with `Groups` ([#107](https://github.com/mostlygeek/llama-swap/issues/107))
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- ✅ Automatic unloading of models after timeout by setting a `ttl`
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- ✅ Use any local OpenAI compatible server (llama.cpp, vllm, tabbyAPI, etc)
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- ✅ Reliable Docker and Podman support with `cmdStart` and `cmdStop`
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- ✅ Reliable Docker and Podman support using `cmd` and `cmdStop` together
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- ✅ Full control over server settings per model
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- ✅ Preload models on startup with `hooks` ([#235](https://github.com/mostlygeek/llama-swap/pull/235))
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@@ -73,6 +73,30 @@ However, there are many more capabilities that llama-swap supports:
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See the [configuration documentation](https://github.com/mostlygeek/llama-swap/wiki/Configuration) in the wiki all options and examples.
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## Reverse Proxy Configuration (nginx)
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If you deploy llama-swap behind nginx, disable response buffering for streaming endpoints. By default, nginx buffers responses which breaks Server‑Sent Events (SSE) and streaming chat completion. ([#236](https://github.com/mostlygeek/llama-swap/issues/236))
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Recommended nginx configuration snippets:
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```nginx
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# SSE for UI events/logs
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location /api/events {
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proxy_pass http://your-llama-swap-backend;
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proxy_buffering off;
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proxy_cache off;
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}
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# Streaming chat completions (stream=true)
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location /v1/chat/completions {
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proxy_pass http://your-llama-swap-backend;
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proxy_buffering off;
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proxy_cache off;
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}
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```
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As a safeguard, llama-swap also sets `X-Accel-Buffering: no` on SSE responses. However, explicitly disabling `proxy_buffering` at your reverse proxy is still recommended for reliable streaming behavior.
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## Web UI
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llama-swap includes a real time web interface for monitoring logs and models:
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@@ -61,7 +61,6 @@ func MetricsMiddleware(pm *ProxyManager) gin.HandlerFunc {
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} else {
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writer.metricsRecorder.processNonStreamingResponse(writer.body)
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}
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}
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}
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@@ -73,6 +72,7 @@ func (rec *MetricsRecorder) parseAndRecordMetrics(jsonData gjson.Result) bool {
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}
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// default values
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cachedTokens := -1 // unknown or missing data
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outputTokens := 0
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inputTokens := 0
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@@ -93,11 +93,16 @@ func (rec *MetricsRecorder) parseAndRecordMetrics(jsonData gjson.Result) bool {
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promptPerSecond = jsonData.Get("timings.prompt_per_second").Float()
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tokensPerSecond = jsonData.Get("timings.predicted_per_second").Float()
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durationMs = int(jsonData.Get("timings.prompt_ms").Float() + jsonData.Get("timings.predicted_ms").Float())
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if cachedValue := jsonData.Get("timings.cache_n"); cachedValue.Exists() {
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cachedTokens = int(cachedValue.Int())
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}
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}
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rec.metricsMonitor.addMetrics(TokenMetrics{
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Timestamp: time.Now(),
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Model: rec.realModelName,
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CachedTokens: cachedTokens,
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InputTokens: inputTokens,
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OutputTokens: outputTokens,
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PromptPerSecond: promptPerSecond,
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@@ -13,6 +13,7 @@ type TokenMetrics struct {
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ID int `json:"id"`
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Timestamp time.Time `json:"timestamp"`
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Model string `json:"model"`
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CachedTokens int `json:"cache_tokens"`
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InputTokens int `json:"input_tokens"`
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OutputTokens int `json:"output_tokens"`
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PromptPerSecond float64 `json:"prompt_per_second"`
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@@ -61,7 +62,6 @@ func (mp *MetricsMonitor) addMetrics(metric TokenMetrics) {
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if len(mp.metrics) > mp.maxMetrics {
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mp.metrics = mp.metrics[len(mp.metrics)-mp.maxMetrics:]
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}
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event.Emit(TokenMetricsEvent{Metrics: metric})
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}
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@@ -458,6 +458,10 @@ func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
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w.Header().Add(k, v)
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}
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}
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// prevent nginx from buffering streaming responses (e.g., SSE)
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if strings.Contains(strings.ToLower(resp.Header.Get("Content-Type")), "text/event-stream") {
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w.Header().Set("X-Accel-Buffering", "no")
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}
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w.WriteHeader(resp.StatusCode)
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// faster than io.Copy when streaming
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+34
-6
@@ -227,7 +227,7 @@ func (pm *ProxyManager) setupGinEngine() {
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pm.ginEngine.GET("/upstream", func(c *gin.Context) {
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c.Redirect(http.StatusFound, "/ui/models")
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})
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pm.ginEngine.Any("/upstream/:model_id/*upstreamPath", pm.proxyToUpstream)
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pm.ginEngine.Any("/upstream/*upstreamPath", pm.proxyToUpstream)
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pm.ginEngine.GET("/unload", pm.unloadAllModelsHandler)
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pm.ginEngine.GET("/running", pm.listRunningProcessesHandler)
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@@ -393,24 +393,52 @@ func (pm *ProxyManager) listModelsHandler(c *gin.Context) {
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}
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func (pm *ProxyManager) proxyToUpstream(c *gin.Context) {
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requestedModel := c.Param("model_id")
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upstreamPath := c.Param("upstreamPath")
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if requestedModel == "" {
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// split the upstream path by / and search for the model name
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parts := strings.Split(strings.TrimSpace(upstreamPath), "/")
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if len(parts) == 0 {
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pm.sendErrorResponse(c, http.StatusBadRequest, "model id required in path")
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return
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}
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processGroup, realModelName, err := pm.swapProcessGroup(requestedModel)
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modelFound := false
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searchModelName := ""
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var modelName, remainingPath string
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for i, part := range parts {
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if parts[i] == "" {
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continue
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}
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if searchModelName == "" {
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searchModelName = part
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} else {
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searchModelName = searchModelName + "/" + parts[i]
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}
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if real, ok := pm.config.RealModelName(searchModelName); ok {
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modelName = real
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remainingPath = "/" + strings.Join(parts[i+1:], "/")
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modelFound = true
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break
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}
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}
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if !modelFound {
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pm.sendErrorResponse(c, http.StatusBadRequest, "model id required in path")
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return
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}
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processGroup, realModelName, err := pm.swapProcessGroup(modelName)
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if err != nil {
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pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error swapping process group: %s", err.Error()))
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return
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}
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// rewrite the path
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c.Request.URL.Path = c.Param("upstreamPath")
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c.Request.URL.Path = remainingPath
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processGroup.ProxyRequest(realModelName, c.Writer, c.Request)
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}
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func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
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bodyBytes, err := io.ReadAll(c.Request.Body)
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if err != nil {
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@@ -100,6 +100,8 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
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c.Header("Cache-Control", "no-cache")
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c.Header("Connection", "keep-alive")
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c.Header("X-Content-Type-Options", "nosniff")
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// prevent nginx from buffering SSE
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c.Header("X-Accel-Buffering", "no")
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sendBuffer := make(chan messageEnvelope, 25)
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ctx, cancel := context.WithCancel(c.Request.Context())
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@@ -28,6 +28,8 @@ func (pm *ProxyManager) streamLogsHandler(c *gin.Context) {
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c.Header("Content-Type", "text/plain")
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c.Header("Transfer-Encoding", "chunked")
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c.Header("X-Content-Type-Options", "nosniff")
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// prevent nginx from buffering streamed logs
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c.Header("X-Accel-Buffering", "no")
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logMonitorId := c.Param("logMonitorID")
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logger, err := pm.getLogger(logMonitorId)
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@@ -2,6 +2,7 @@ package proxy
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"math/rand"
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@@ -913,3 +914,67 @@ models:
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assert.Equal(t, StateReady, proxy.processGroups["preloadTestGroup"].processes["model1"].CurrentState())
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assert.Equal(t, StateReady, proxy.processGroups["preloadTestGroup"].processes["model2"].CurrentState())
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}
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func TestProxyManager_StreamingEndpointsReturnNoBufferingHeader(t *testing.T) {
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config := AddDefaultGroupToConfig(Config{
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HealthCheckTimeout: 15,
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Models: map[string]ModelConfig{
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"model1": getTestSimpleResponderConfig("model1"),
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},
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LogLevel: "error",
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})
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proxy := New(config)
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defer proxy.StopProcesses(StopWaitForInflightRequest)
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endpoints := []string{
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"/api/events",
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"/logs/stream",
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"/logs/stream/proxy",
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"/logs/stream/upstream",
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}
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for _, endpoint := range endpoints {
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t.Run(endpoint, func(t *testing.T) {
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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req := httptest.NewRequest("GET", endpoint, nil)
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req = req.WithContext(ctx)
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rec := httptest.NewRecorder()
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// We don't need the handler to fully complete, just to set the headers
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// so run it in a goroutine and check the headers after a short delay
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go proxy.ServeHTTP(rec, req)
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time.Sleep(10 * time.Millisecond) // give it time to start and write headers
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assert.Equal(t, http.StatusOK, rec.Code)
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assert.Equal(t, "no", rec.Header().Get("X-Accel-Buffering"))
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})
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}
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}
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func TestProxyManager_ProxiedStreamingEndpointReturnsNoBufferingHeader(t *testing.T) {
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config := AddDefaultGroupToConfig(Config{
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HealthCheckTimeout: 15,
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Models: map[string]ModelConfig{
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"streaming-model": getTestSimpleResponderConfig("streaming-model"),
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},
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LogLevel: "error",
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})
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proxy := New(config)
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defer proxy.StopProcesses(StopWaitForInflightRequest)
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// Make a streaming request
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reqBody := `{"model":"streaming-model"}`
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// simple-responder will return text/event-stream when stream=true is in the query
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req := httptest.NewRequest("POST", "/v1/chat/completions?stream=true", bytes.NewBufferString(reqBody))
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rec := httptest.NewRecorder()
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proxy.ServeHTTP(rec, req)
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assert.Equal(t, http.StatusOK, rec.Code)
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assert.Equal(t, "no", rec.Header().Get("X-Accel-Buffering"))
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assert.Contains(t, rec.Header().Get("Content-Type"), "text/event-stream")
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}
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@@ -1,4 +1,4 @@
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import { useRef, createContext, useState, useContext, useEffect, useCallback, useMemo, type ReactNode } from "react";
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import { createContext, useState, useContext, useEffect, useCallback, useMemo, type ReactNode } from "react";
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import type { ConnectionState } from "../lib/types";
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type ModelStatus = "ready" | "starting" | "stopping" | "stopped" | "shutdown" | "unknown";
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@@ -28,6 +28,7 @@ interface Metrics {
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id: number;
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timestamp: string;
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model: string;
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cache_tokens: number;
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input_tokens: number;
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output_tokens: number;
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prompt_per_second: number;
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@@ -50,12 +51,14 @@ type APIProviderProps = {
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autoStartAPIEvents?: boolean;
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};
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let apiEventSource: EventSource | null = null;
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export function APIProvider({ children, autoStartAPIEvents = true }: APIProviderProps) {
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const [proxyLogs, setProxyLogs] = useState("");
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const [upstreamLogs, setUpstreamLogs] = useState("");
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const [metrics, setMetrics] = useState<Metrics[]>([]);
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const [connectionStatus, setConnectionState] = useState<ConnectionState>("disconnected");
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const apiEventSource = useRef<EventSource | null>(null);
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//const apiEventSource = useRef<EventSource | null>(null);
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const [models, setModels] = useState<Model[]>([]);
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@@ -68,8 +71,8 @@ export function APIProvider({ children, autoStartAPIEvents = true }: APIProvider
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const enableAPIEvents = useCallback((enabled: boolean) => {
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if (!enabled) {
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apiEventSource.current?.close();
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apiEventSource.current = null;
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apiEventSource?.close();
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apiEventSource = null;
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setMetrics([]);
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return;
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}
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@@ -78,22 +81,22 @@ export function APIProvider({ children, autoStartAPIEvents = true }: APIProvider
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const initialDelay = 1000; // 1 second
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const connect = () => {
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apiEventSource.current = null;
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const eventSource = new EventSource("/api/events");
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apiEventSource?.close();
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apiEventSource = new EventSource("/api/events");
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setConnectionState("connecting");
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eventSource.onopen = () => {
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apiEventSource.onopen = () => {
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// clear everything out on connect to keep things in sync
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setProxyLogs("");
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setUpstreamLogs("");
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setMetrics([]); // clear metrics on reconnect
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setModels([]); // clear models on reconnect
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apiEventSource.current = eventSource;
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retryCount = 0;
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setConnectionState("connected");
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};
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|
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eventSource.onmessage = (e: MessageEvent) => {
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apiEventSource.onmessage = (e: MessageEvent) => {
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try {
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const message = JSON.parse(e.data) as APIEventEnvelope;
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switch (message.type) {
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@@ -136,8 +139,8 @@ export function APIProvider({ children, autoStartAPIEvents = true }: APIProvider
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}
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};
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|
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eventSource.onerror = () => {
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eventSource.close();
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apiEventSource.onerror = () => {
|
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apiEventSource?.close();
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retryCount++;
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const delay = Math.min(initialDelay * Math.pow(2, retryCount - 1), 5000);
|
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setConnectionState("disconnected");
|
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|
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@@ -1,10 +1,6 @@
|
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import { useMemo } from "react";
|
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import { useAPI } from "../contexts/APIProvider";
|
||||
|
||||
const formatTimestamp = (timestamp: string): string => {
|
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return new Date(timestamp).toLocaleString();
|
||||
};
|
||||
|
||||
const formatSpeed = (speed: number): string => {
|
||||
return speed < 0 ? "unknown" : speed.toFixed(2) + " t/s";
|
||||
};
|
||||
@@ -13,6 +9,33 @@ const formatDuration = (ms: number): string => {
|
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return (ms / 1000).toFixed(2) + "s";
|
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};
|
||||
|
||||
const formatRelativeTime = (timestamp: string): string => {
|
||||
const now = new Date();
|
||||
const date = new Date(timestamp);
|
||||
const diffInSeconds = Math.floor((now.getTime() - date.getTime()) / 1000);
|
||||
|
||||
// Handle future dates by returning "just now"
|
||||
if (diffInSeconds < 5) {
|
||||
return "now";
|
||||
}
|
||||
|
||||
if (diffInSeconds < 60) {
|
||||
return `${diffInSeconds}s ago`;
|
||||
}
|
||||
|
||||
const diffInMinutes = Math.floor(diffInSeconds / 60);
|
||||
if (diffInMinutes < 60) {
|
||||
return `${diffInMinutes}m ago`;
|
||||
}
|
||||
|
||||
const diffInHours = Math.floor(diffInMinutes / 60);
|
||||
if (diffInHours < 24) {
|
||||
return `${diffInHours}h ago`;
|
||||
}
|
||||
|
||||
return "a while ago";
|
||||
};
|
||||
|
||||
const ActivityPage = () => {
|
||||
const { metrics } = useAPI();
|
||||
const sortedMetrics = useMemo(() => {
|
||||
@@ -32,11 +55,16 @@ const ActivityPage = () => {
|
||||
<table className="min-w-full divide-y">
|
||||
<thead>
|
||||
<tr>
|
||||
<th className="px-4 py-3 text-left text-xs font-medium uppercase tracking-wider">Id</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Timestamp</th>
|
||||
<th className="px-4 py-3 text-left text-xs font-medium uppercase tracking-wider">ID</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Time</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Model</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Input Tokens</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Output Tokens</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">
|
||||
Cached <Tooltip content="prompt tokens from cache" />
|
||||
</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">
|
||||
Prompt <Tooltip content="new prompt tokens processed" />
|
||||
</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Generated</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Prompt Processing</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Generation Speed</th>
|
||||
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Duration</th>
|
||||
@@ -46,8 +74,11 @@ const ActivityPage = () => {
|
||||
{sortedMetrics.map((metric) => (
|
||||
<tr key={`metric_${metric.id}`}>
|
||||
<td className="px-4 py-4 whitespace-nowrap text-sm">{metric.id + 1 /* un-zero index */}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{formatTimestamp(metric.timestamp)}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{formatRelativeTime(metric.timestamp)}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{metric.model}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">
|
||||
{metric.cache_tokens > 0 ? metric.cache_tokens.toLocaleString() : "-"}
|
||||
</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{metric.input_tokens.toLocaleString()}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{metric.output_tokens.toLocaleString()}</td>
|
||||
<td className="px-6 py-4 whitespace-nowrap text-sm">{formatSpeed(metric.prompt_per_second)}</td>
|
||||
@@ -63,4 +94,28 @@ const ActivityPage = () => {
|
||||
);
|
||||
};
|
||||
|
||||
interface TooltipProps {
|
||||
content: string;
|
||||
}
|
||||
|
||||
const Tooltip: React.FC<TooltipProps> = ({ content }) => {
|
||||
return (
|
||||
<div className="relative group inline-block">
|
||||
ⓘ
|
||||
<div
|
||||
className="absolute top-full left-1/2 transform -translate-x-1/2 mt-2
|
||||
px-3 py-2 bg-gray-900 text-white text-sm rounded-md
|
||||
opacity-0 group-hover:opacity-100 transition-opacity
|
||||
duration-200 pointer-events-none whitespace-nowrap z-50 normal-case"
|
||||
>
|
||||
{content}
|
||||
<div
|
||||
className="absolute bottom-full left-1/2 transform -translate-x-1/2
|
||||
border-4 border-transparent border-b-gray-900"
|
||||
></div>
|
||||
</div>
|
||||
</div>
|
||||
);
|
||||
};
|
||||
|
||||
export default ActivityPage;
|
||||
|
||||
Reference in New Issue
Block a user