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...

17 Commits

Author SHA1 Message Date
Benson Wong 574fdfabb4 UI improvements (#213)
* use two column for logs view on wider screens

* hide log controls when panel is minimized
2025-07-31 11:59:21 -07:00
Benson Wong 5172cb2e12 Update docs in Readme [skip ci] 2025-07-30 11:51:14 -07:00
Benson Wong 5672cb03fd Update github actions for notifying homebrew build (#212)
Combine homebrew-llama-swap event with the release action
2025-07-30 11:29:03 -07:00
Benson Wong 0f583163f7 add /health (#211) 2025-07-30 10:37:10 -07:00
Benson Wong 7905fa9ea3 Update trigger-homebrew-update.yml [skip ci] 2025-07-30 10:13:49 -07:00
Ian Sebastian Mathew bbaf172956 add trigger to rebuild homebrew formula (#210) 2025-07-30 10:12:21 -07:00
Benson Wong fd50932dbc Decouple MetricsMiddleware from downstream handlers (#206)
* Decouple MetricsMiddleware from downstream handlers

Remove ls-real-model-name optimization. Within proxyOAIHandler the
request body's bytes are required for various rewriting features
anyways. This negated any benefits from trying not to parse it twice.
2025-07-27 10:36:06 -07:00
Gaël James 8c693e7fcf Add endpoint aliases for reranking models (#201)
* Add endpoint aliases for reranking models
* Add MetricsMiddleware to the previous reranking endpoint
* Fix the embeddings endpoint not having model set
2025-07-24 08:32:47 -07:00
Benson Wong 8f2af26a41 fix stats on model page 2025-07-23 13:57:33 -07:00
Benson Wong 01d4838fb3 Fix token metrics parsing (#199)
Fix #198

- use llama-server's `timings` info if available in response body
- send "-1" for token/sec when not able to accurately calculate
  performance
- optimize streaming body search for metrics information
2025-07-22 23:10:14 -07:00
Benson Wong accd65294b add contributors to README [skip ci] 2025-07-21 23:16:48 -07:00
Benson Wong 7472a25864 Update README.md [skip ci]
update screenshot for web UI
2025-07-21 23:08:19 -07:00
Benson Wong cce0bc6aa1 add guard to ensure ls-real-model-name is set in context 2025-07-21 22:59:41 -07:00
Benson Wong 36e25125e8 UI tidy [skip ci] 2025-07-21 22:47:55 -07:00
Benson Wong 9a54273d15 Update UI with new Activity event stream from #195
- use new metrics data instead of log parsing
- auto-start events connection to server, improves responsiveness
- remove unnecessary libraries and code
2025-07-21 22:42:30 -07:00
g2mt 87dce5f8f6 Add metrics logging for chat completion requests (#195)
- Add token and performance metrics  for v1/chat/completions 
- Add Activity Page in UI
- Add /api/metrics endpoint

Contributed by @g2mt
2025-07-21 22:19:55 -07:00
Benson Wong 307e619521 remove old eventsources from UI 2025-07-19 15:36:40 -07:00
20 changed files with 734 additions and 113 deletions
+33 -3
View File
@@ -7,6 +7,10 @@ on:
# Allows manual triggering of the workflow
workflow_dispatch:
inputs:
tag:
description: 'Tag version to release (e.g. v144)'
required: true
permissions:
contents: write
@@ -20,15 +24,15 @@ jobs:
uses: actions/checkout@v4
with:
fetch-depth: 0
ref: ${{ github.event.inputs.tag || github.ref }}
-
name: Set up Go
uses: actions/setup-go@v5
-
name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '23' # or your preferred version
node-version: '23'
-
name: Install dependencies and build UI
run: |
@@ -46,4 +50,30 @@ jobs:
version: '~> v2'
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
trigger-tap-update:
runs-on: ubuntu-latest
needs: goreleaser
steps:
- name: "Resolve tag to dispatch"
id: tag
run: |
if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
echo "tag=${{ github.event.inputs.tag }}" >> "$GITHUB_OUTPUT"
else
echo "tag=${{ github.ref_name }}" >> "$GITHUB_OUTPUT"
fi
- name: "Trigger tap repository update"
uses: peter-evans/repository-dispatch@v2
with:
token: ${{ secrets.TAP_REPO_PAT }}
repository: mostlygeek/homebrew-llama-swap
event-type: new-release
client-payload: |
{
"release": {
"tag_name": "${{ steps.tag.outputs.tag }}"
}
}
+39 -8
View File
@@ -18,7 +18,7 @@ Written in golang, it is very easy to install (single binary with no dependencie
- `v1/completions`
- `v1/chat/completions`
- `v1/embeddings`
- `v1/rerank`
- `v1/rerank`, `v1/reranking`, `rerank`
- `v1/audio/speech` ([#36](https://github.com/mostlygeek/llama-swap/issues/36))
- `v1/audio/transcriptions` ([docs](https://github.com/mostlygeek/llama-swap/issues/41#issuecomment-2722637867))
- ✅ llama-swap custom API endpoints
@@ -27,6 +27,7 @@ Written in golang, it is very easy to install (single binary with no dependencie
- `/upstream/:model_id` - direct access to upstream HTTP server ([demo](https://github.com/mostlygeek/llama-swap/pull/31))
- `/unload` - manually unload running models ([#58](https://github.com/mostlygeek/llama-swap/issues/58))
- `/running` - list currently running models ([#61](https://github.com/mostlygeek/llama-swap/issues/61))
- `/health` - just returns "OK"
- ✅ Run multiple models at once with `Groups` ([#107](https://github.com/mostlygeek/llama-swap/issues/107))
- ✅ Automatic unloading of models after timeout by setting a `ttl`
- ✅ Use any local OpenAI compatible server (llama.cpp, vllm, tabbyAPI, etc)
@@ -70,13 +71,22 @@ See the [configuration documentation](https://github.com/mostlygeek/llama-swap/w
## Web UI
llama-swap ships with a web based interface to make it easier to monitor logs and check the status of models.
llama-swap ships with a real time web interface to monitor logs and status of models:
<img width="1758" alt="image" src="https://github.com/user-attachments/assets/31ae5bcd-5efd-46b0-b64b-6db9e60196d3" />
<img width="1786" height="1334" alt="image" src="https://github.com/user-attachments/assets/d6258cb9-1dad-40db-828f-2be860aec8fe" />
## Docker Install ([download images](https://github.com/mostlygeek/llama-swap/pkgs/container/llama-swap))
## Installation
Docker is the quickest way to try out llama-swap:
llama-swap can be installed in multiple ways
1. Docker
2. Homebrew (OSX and Linux)
3. From release binaries
4. From source
### Docker Install ([download images](https://github.com/mostlygeek/llama-swap/pkgs/container/llama-swap))
Docker images with llama-swap and llama-server are built nightly.
```shell
# use CPU inference comes with the example config above
@@ -98,7 +108,7 @@ $ curl -s http://localhost:9292/v1/chat/completions \
```
<details>
<summary>Docker images are built nightly for cuda, intel, vulcan, etc ...</summary>
<summary>Docker images are built nightly with llama-server for cuda, intel, vulcan and musa.</summary>
They include:
@@ -121,9 +131,23 @@ $ docker run -it --rm --runtime nvidia -p 9292:8080 \
</details>
## Bare metal Install ([download](https://github.com/mostlygeek/llama-swap/releases))
### Homebrew Install (macOS/Linux)
Pre-built binaries are available for Linux, Mac, Windows and FreeBSD. These are automatically published and are likely a few hours ahead of the docker releases. The baremetal install works with any OpenAI compatible server, not just llama-server.
The latest release of `llama-swap` can be installed via [Homebrew](https://brew.sh).
```shell
# Set up tap and install formula
brew tap mostlygeek/llama-swap
brew install llama-swap
# Run llama-swap
llama-swap --config path/to/config.yaml --listen localhost:8080
```
This will install the `llama-swap` binary and make it available in your path. See the [configuration documentation](https://github.com/mostlygeek/llama-swap/wiki/Configuration)
### Pre-built Binaries ([download](https://github.com/mostlygeek/llama-swap/releases))
Binaries are available for Linux, Mac, Windows and FreeBSD. These are automatically published and are likely a few hours ahead of the docker releases. The binary install works with any OpenAI compatible server, not just llama-server.
1. Download a [release](https://github.com/mostlygeek/llama-swap/releases) appropriate for your OS and architecture.
1. Create a configuration file, see the [configuration documentation](https://github.com/mostlygeek/llama-swap/wiki/Configuration).
@@ -173,6 +197,13 @@ Any OpenAI compatible server would work. llama-swap was originally designed for
For Python based inference servers like vllm or tabbyAPI it is recommended to run them via podman or docker. This provides clean environment isolation as well as responding correctly to `SIGTERM` signals to shutdown.
## Contributors
<a href="https://github.com/mostlygeek/llama-swap/graphs/contributors">
<img src="https://contrib.rocks/image?repo=mostlygeek/llama-swap" />
</a>
Made with [contrib.rocks](https://contrib.rocks).
## Star History
[![Star History Chart](https://api.star-history.com/svg?repos=mostlygeek/llama-swap&type=Date)](https://www.star-history.com/#mostlygeek/llama-swap&Date)
+7 -1
View File
@@ -15,6 +15,12 @@ healthCheckTimeout: 500
# - Valid log levels: debug, info, warn, error
logLevel: info
# metricsMaxInMemory: maximum number of metrics to keep in memory
# - optional, default: 1000
# - controls how many metrics are stored in memory before older ones are discarded
# - useful for limiting memory usage when processing large volumes of metrics
metricsMaxInMemory: 1000
# startPort: sets the starting port number for the automatic ${PORT} macro.
# - optional, default: 5800
# - the ${PORT} macro can be used in model.cmd and model.proxy settings
@@ -200,4 +206,4 @@ groups:
members:
- "forever-modelA"
- "forever-modelB"
- "forever-modelc"
- "forever-modelc"
+1
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@@ -1,5 +1,6 @@
healthCheckTimeout: 300
logRequests: true
metricsMaxInMemory: 1000
models:
"qwen2.5":
+87 -12
View File
@@ -35,20 +35,90 @@ func main() {
// Set up the handler function using the provided response message
r.POST("/v1/chat/completions", func(c *gin.Context) {
c.Header("Content-Type", "application/json")
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
bodyBytes, _ := io.ReadAll(c.Request.Body)
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"h_content_length": c.Request.Header.Get("Content-Length"),
"request_body": string(bodyBytes),
})
// Check if streaming is requested
// Query is checked instead of JSON body since that event stream conflicts with other tests
isStreaming := c.Query("stream") == "true"
if isStreaming {
// Set headers for streaming
c.Header("Content-Type", "text/event-stream")
c.Header("Cache-Control", "no-cache")
c.Header("Connection", "keep-alive")
c.Header("Transfer-Encoding", "chunked")
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
// Send 10 "asdf" tokens
for i := 0; i < 10; i++ {
data := gin.H{
"created": time.Now().Unix(),
"choices": []gin.H{
{
"index": 0,
"delta": gin.H{
"content": "asdf",
},
"finish_reason": nil,
},
},
}
c.SSEvent("message", data)
c.Writer.Flush()
}
// Send final data with usage info
finalData := gin.H{
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
// add timings to simulate llama.cpp
"timings": gin.H{
"prompt_n": 25,
"prompt_ms": 13,
"predicted_n": 10,
"predicted_ms": 17,
"predicted_per_second": 10,
},
}
c.SSEvent("message", finalData)
c.Writer.Flush()
// Send [DONE]
c.SSEvent("message", "[DONE]")
c.Writer.Flush()
} else {
c.Header("Content-Type", "application/json")
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"h_content_length": c.Request.Header.Get("Content-Length"),
"request_body": string(bodyBytes),
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
"timings": gin.H{
"prompt_n": 25,
"prompt_ms": 13,
"predicted_n": 10,
"predicted_ms": 17,
"predicted_per_second": 10,
},
})
}
})
// for issue #62 to check model name strips profile slug
@@ -74,6 +144,11 @@ func main() {
c.Header("Content-Type", "application/json")
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
})
})
+2
View File
@@ -142,6 +142,7 @@ type Config struct {
HealthCheckTimeout int `yaml:"healthCheckTimeout"`
LogRequests bool `yaml:"logRequests"`
LogLevel string `yaml:"logLevel"`
MetricsMaxInMemory int `yaml:"metricsMaxInMemory"`
Models map[string]ModelConfig `yaml:"models"` /* key is model ID */
Profiles map[string][]string `yaml:"profiles"`
Groups map[string]GroupConfig `yaml:"groups"` /* key is group ID */
@@ -194,6 +195,7 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
HealthCheckTimeout: 120,
StartPort: 5800,
LogLevel: "info",
MetricsMaxInMemory: 1000,
}
err = yaml.Unmarshal(data, &config)
if err != nil {
+1
View File
@@ -196,6 +196,7 @@ groups:
},
},
HealthCheckTimeout: 15,
MetricsMaxInMemory: 1000,
Profiles: map[string][]string{
"test": {"model1", "model2"},
},
+1
View File
@@ -193,6 +193,7 @@ groups:
},
},
HealthCheckTimeout: 15,
MetricsMaxInMemory: 1000,
Profiles: map[string][]string{
"test": {"model1", "model2"},
},
+1
View File
@@ -6,6 +6,7 @@ const ProcessStateChangeEventID = 0x01
const ChatCompletionStatsEventID = 0x02
const ConfigFileChangedEventID = 0x03
const LogDataEventID = 0x04
const TokenMetricsEventID = 0x05
type ProcessStateChangeEvent struct {
ProcessName string
+170
View File
@@ -0,0 +1,170 @@
package proxy
import (
"bytes"
"fmt"
"io"
"net/http"
"time"
"github.com/gin-gonic/gin"
"github.com/tidwall/gjson"
)
// MetricsMiddleware sets up the MetricsResponseWriter for capturing upstream requests
func MetricsMiddleware(pm *ProxyManager) gin.HandlerFunc {
return func(c *gin.Context) {
bodyBytes, err := io.ReadAll(c.Request.Body)
if err != nil {
pm.sendErrorResponse(c, http.StatusBadRequest, "could not ready request body")
c.Abort()
return
}
c.Request.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
requestedModel := gjson.GetBytes(bodyBytes, "model").String()
if requestedModel == "" {
pm.sendErrorResponse(c, http.StatusBadRequest, "missing or invalid 'model' key")
c.Abort()
return
}
realModelName, found := pm.config.RealModelName(requestedModel)
if !found {
pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("could not find real modelID for %s", requestedModel))
c.Abort()
return
}
writer := &MetricsResponseWriter{
ResponseWriter: c.Writer,
metricsRecorder: &MetricsRecorder{
metricsMonitor: pm.metricsMonitor,
realModelName: realModelName,
isStreaming: gjson.GetBytes(bodyBytes, "stream").Bool(),
startTime: time.Now(),
},
}
c.Writer = writer
c.Next()
rec := writer.metricsRecorder
rec.processBody(writer.body)
}
}
type MetricsRecorder struct {
metricsMonitor *MetricsMonitor
realModelName string
isStreaming bool
startTime time.Time
}
// processBody handles response processing after request completes
func (rec *MetricsRecorder) processBody(body []byte) {
if rec.isStreaming {
rec.processStreamingResponse(body)
} else {
rec.processNonStreamingResponse(body)
}
}
func (rec *MetricsRecorder) parseAndRecordMetrics(jsonData gjson.Result) bool {
usage := jsonData.Get("usage")
if !usage.Exists() {
return false
}
// default values
outputTokens := int(jsonData.Get("usage.completion_tokens").Int())
inputTokens := int(jsonData.Get("usage.prompt_tokens").Int())
tokensPerSecond := -1.0
durationMs := int(time.Since(rec.startTime).Milliseconds())
// use llama-server's timing data for tok/sec and duration as it is more accurate
if timings := jsonData.Get("timings"); timings.Exists() {
tokensPerSecond = jsonData.Get("timings.predicted_per_second").Float()
durationMs = int(jsonData.Get("timings.prompt_ms").Float() + jsonData.Get("timings.predicted_ms").Float())
}
rec.metricsMonitor.addMetrics(TokenMetrics{
Timestamp: time.Now(),
Model: rec.realModelName,
InputTokens: inputTokens,
OutputTokens: outputTokens,
TokensPerSecond: tokensPerSecond,
DurationMs: durationMs,
})
return true
}
func (rec *MetricsRecorder) processStreamingResponse(body []byte) {
// Iterate **backwards** through the lines looking for the data payload with
// usage data
lines := bytes.Split(body, []byte("\n"))
for i := len(lines) - 1; i >= 0; i-- {
line := bytes.TrimSpace(lines[i])
if len(line) == 0 {
continue
}
// SSE payload always follows "data:"
prefix := []byte("data:")
if !bytes.HasPrefix(line, prefix) {
continue
}
data := bytes.TrimSpace(line[len(prefix):])
if len(data) == 0 {
continue
}
if bytes.Equal(data, []byte("[DONE]")) {
// [DONE] line itself contains nothing of interest.
continue
}
if gjson.ValidBytes(data) {
if rec.parseAndRecordMetrics(gjson.ParseBytes(data)) {
return // short circuit if a metric was recorded
}
}
}
}
func (rec *MetricsRecorder) processNonStreamingResponse(body []byte) {
if len(body) == 0 {
return
}
// Parse JSON to extract usage information
if gjson.ValidBytes(body) {
rec.parseAndRecordMetrics(gjson.ParseBytes(body))
}
}
// MetricsResponseWriter captures the entire response for non-streaming
type MetricsResponseWriter struct {
gin.ResponseWriter
body []byte
metricsRecorder *MetricsRecorder
}
func (w *MetricsResponseWriter) Write(b []byte) (int, error) {
n, err := w.ResponseWriter.Write(b)
if err != nil {
return n, err
}
w.body = append(w.body, b...)
return n, nil
}
func (w *MetricsResponseWriter) WriteHeader(statusCode int) {
w.ResponseWriter.WriteHeader(statusCode)
}
func (w *MetricsResponseWriter) Header() http.Header {
return w.ResponseWriter.Header()
}
+82
View File
@@ -0,0 +1,82 @@
package proxy
import (
"encoding/json"
"sync"
"time"
"github.com/mostlygeek/llama-swap/event"
)
// TokenMetrics represents parsed token statistics from llama-server logs
type TokenMetrics struct {
ID int `json:"id"`
Timestamp time.Time `json:"timestamp"`
Model string `json:"model"`
InputTokens int `json:"input_tokens"`
OutputTokens int `json:"output_tokens"`
TokensPerSecond float64 `json:"tokens_per_second"`
DurationMs int `json:"duration_ms"`
}
// TokenMetricsEvent represents a token metrics event
type TokenMetricsEvent struct {
Metrics TokenMetrics
}
func (e TokenMetricsEvent) Type() uint32 {
return TokenMetricsEventID // defined in events.go
}
// MetricsMonitor parses llama-server output for token statistics
type MetricsMonitor struct {
mu sync.RWMutex
metrics []TokenMetrics
maxMetrics int
nextID int
}
func NewMetricsMonitor(config *Config) *MetricsMonitor {
maxMetrics := config.MetricsMaxInMemory
if maxMetrics <= 0 {
maxMetrics = 1000 // Default fallback
}
mp := &MetricsMonitor{
maxMetrics: maxMetrics,
}
return mp
}
// addMetrics adds a new metric to the collection and publishes an event
func (mp *MetricsMonitor) addMetrics(metric TokenMetrics) {
mp.mu.Lock()
defer mp.mu.Unlock()
metric.ID = mp.nextID
mp.nextID++
mp.metrics = append(mp.metrics, metric)
if len(mp.metrics) > mp.maxMetrics {
mp.metrics = mp.metrics[len(mp.metrics)-mp.maxMetrics:]
}
event.Emit(TokenMetricsEvent{Metrics: metric})
}
// GetMetrics returns a copy of the current metrics
func (mp *MetricsMonitor) GetMetrics() []TokenMetrics {
mp.mu.RLock()
defer mp.mu.RUnlock()
result := make([]TokenMetrics, len(mp.metrics))
copy(result, mp.metrics)
return result
}
// GetMetricsJSON returns metrics as JSON
func (mp *MetricsMonitor) GetMetricsJSON() ([]byte, error) {
mp.mu.RLock()
defer mp.mu.RUnlock()
return json.Marshal(mp.metrics)
}
+22 -5
View File
@@ -33,6 +33,8 @@ type ProxyManager struct {
upstreamLogger *LogMonitor
muxLogger *LogMonitor
metricsMonitor *MetricsMonitor
processGroups map[string]*ProcessGroup
// shutdown signaling
@@ -78,6 +80,8 @@ func New(config Config) *ProxyManager {
muxLogger: stdoutLogger,
upstreamLogger: upstreamLogger,
metricsMonitor: NewMetricsMonitor(&config),
processGroups: make(map[string]*ProcessGroup),
shutdownCtx: shutdownCtx,
@@ -149,14 +153,18 @@ func (pm *ProxyManager) setupGinEngine() {
c.Next()
})
mm := MetricsMiddleware(pm)
// Set up routes using the Gin engine
pm.ginEngine.POST("/v1/chat/completions", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/chat/completions", mm, pm.proxyOAIHandler)
// Support legacy /v1/completions api, see issue #12
pm.ginEngine.POST("/v1/completions", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/completions", mm, pm.proxyOAIHandler)
// Support embeddings
pm.ginEngine.POST("/v1/embeddings", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/embeddings", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/reranking", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/rerank", mm, pm.proxyOAIHandler)
// Support audio/speech endpoint
pm.ginEngine.POST("/v1/audio/speech", pm.proxyOAIHandler)
@@ -183,6 +191,9 @@ func (pm *ProxyManager) setupGinEngine() {
pm.ginEngine.GET("/unload", pm.unloadAllModelsHandler)
pm.ginEngine.GET("/running", pm.listRunningProcessesHandler)
pm.ginEngine.GET("/health", func(c *gin.Context) {
c.String(http.StatusOK, "OK")
})
pm.ginEngine.GET("/favicon.ico", func(c *gin.Context) {
if data, err := reactStaticFS.ReadFile("ui_dist/favicon.ico"); err == nil {
@@ -366,7 +377,13 @@ func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
return
}
processGroup, realModelName, err := pm.swapProcessGroup(requestedModel)
realModelName, found := pm.config.RealModelName(requestedModel)
if !found {
pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("could not find real modelID for %s", requestedModel))
return
}
processGroup, _, err := pm.swapProcessGroup(realModelName)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error swapping process group: %s", err.Error()))
return
+33
View File
@@ -24,6 +24,7 @@ func addApiHandlers(pm *ProxyManager) {
{
apiGroup.POST("/models/unload", pm.apiUnloadAllModels)
apiGroup.GET("/events", pm.apiSendEvents)
apiGroup.GET("/metrics", pm.apiGetMetrics)
}
}
@@ -85,6 +86,7 @@ type messageType string
const (
msgTypeModelStatus messageType = "modelStatus"
msgTypeLogData messageType = "logData"
msgTypeMetrics messageType = "metrics"
)
type messageEnvelope struct {
@@ -130,6 +132,18 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
}
}
sendMetrics := func(metrics TokenMetrics) {
jsonData, err := json.Marshal(metrics)
if err == nil {
select {
case sendBuffer <- messageEnvelope{Type: msgTypeMetrics, Data: string(jsonData)}:
case <-ctx.Done():
return
default:
}
}
}
/**
* Send updated models list
*/
@@ -150,10 +164,20 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
sendLogData("upstream", data)
})()
/**
* Send Metrics data
*/
defer event.On(func(e TokenMetricsEvent) {
sendMetrics(e.Metrics)
})()
// send initial batch of data
sendLogData("proxy", pm.proxyLogger.GetHistory())
sendLogData("upstream", pm.upstreamLogger.GetHistory())
sendModels()
for _, metrics := range pm.metricsMonitor.GetMetrics() {
sendMetrics(metrics)
}
for {
select {
@@ -169,3 +193,12 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
}
}
}
func (pm *ProxyManager) apiGetMetrics(c *gin.Context) {
jsonData, err := pm.metricsMonitor.GetMetricsJSON()
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": "failed to get metrics"})
return
}
c.Data(http.StatusOK, "application/json", jsonData)
}
+94 -4
View File
@@ -165,9 +165,11 @@ func TestProxyManager_SwapMultiProcessParallelRequests(t *testing.T) {
}
mu.Lock()
var response map[string]string
var response map[string]interface{}
assert.NoError(t, json.Unmarshal(w.Body.Bytes(), &response))
results[key] = response["responseMessage"]
result, ok := response["responseMessage"].(string)
assert.Equal(t, ok, true)
results[key] = result
mu.Unlock()
}(key)
@@ -644,7 +646,7 @@ func TestProxyManager_ChatContentLength(t *testing.T) {
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
var response map[string]string
var response map[string]interface{}
assert.NoError(t, json.Unmarshal(w.Body.Bytes(), &response))
assert.Equal(t, "81", response["h_content_length"])
assert.Equal(t, "model1", response["responseMessage"])
@@ -672,7 +674,7 @@ func TestProxyManager_FiltersStripParams(t *testing.T) {
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
var response map[string]string
var response map[string]interface{}
assert.NoError(t, json.Unmarshal(w.Body.Bytes(), &response))
// `temperature` and `stream` are gone but model remains
@@ -683,3 +685,91 @@ func TestProxyManager_FiltersStripParams(t *testing.T) {
// assert.Equal(t, "abc", response["y_param"])
// t.Logf("%v", response)
}
func TestProxyManager_MiddlewareWritesMetrics_NonStreaming(t *testing.T) {
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
},
LogLevel: "error",
})
proxy := New(config)
defer proxy.StopProcesses(StopWaitForInflightRequest)
// Make a non-streaming request
reqBody := `{"model":"model1", "stream": false}`
req := httptest.NewRequest("POST", "/v1/chat/completions", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
// Check that metrics were recorded
metrics := proxy.metricsMonitor.GetMetrics()
if !assert.NotEmpty(t, metrics, "metrics should be recorded for non-streaming request") {
return
}
// Verify the last metric has the correct model
lastMetric := metrics[len(metrics)-1]
assert.Equal(t, "model1", lastMetric.Model)
assert.Equal(t, 25, lastMetric.InputTokens, "input tokens should be 25")
assert.Equal(t, 10, lastMetric.OutputTokens, "output tokens should be 10")
assert.Greater(t, lastMetric.TokensPerSecond, 0.0, "tokens per second should be greater than 0")
assert.Greater(t, lastMetric.DurationMs, 0, "duration should be greater than 0")
}
func TestProxyManager_MiddlewareWritesMetrics_Streaming(t *testing.T) {
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
},
LogLevel: "error",
})
proxy := New(config)
defer proxy.StopProcesses(StopWaitForInflightRequest)
// Make a streaming request
reqBody := `{"model":"model1", "stream": true}`
req := httptest.NewRequest("POST", "/v1/chat/completions?stream=true", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
proxy.ServeHTTP(w, req)
assert.Equal(t, http.StatusOK, w.Code)
// Check that metrics were recorded
metrics := proxy.metricsMonitor.GetMetrics()
if !assert.NotEmpty(t, metrics, "metrics should be recorded for streaming request") {
return
}
// Verify the last metric has the correct model
lastMetric := metrics[len(metrics)-1]
assert.Equal(t, "model1", lastMetric.Model)
assert.Equal(t, 25, lastMetric.InputTokens, "input tokens should be 25")
assert.Equal(t, 10, lastMetric.OutputTokens, "output tokens should be 10")
assert.Greater(t, lastMetric.TokensPerSecond, 0.0, "tokens per second should be greater than 0")
assert.Greater(t, lastMetric.DurationMs, 0, "duration should be greater than 0")
}
func TestProxyManager_HealthEndpoint(t *testing.T) {
config := AddDefaultGroupToConfig(Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
},
LogLevel: "error",
})
proxy := New(config)
defer proxy.StopProcesses(StopWaitForInflightRequest)
req := httptest.NewRequest("GET", "/health", nil)
rec := httptest.NewRecorder()
proxy.ServeHTTP(rec, req)
assert.Equal(t, http.StatusOK, rec.Code)
assert.Equal(t, "OK", rec.Body.String())
}
+6
View File
@@ -3,6 +3,7 @@ import { useTheme } from "./contexts/ThemeProvider";
import { APIProvider } from "./contexts/APIProvider";
import LogViewerPage from "./pages/LogViewer";
import ModelPage from "./pages/Models";
import ActivityPage from "./pages/Activity";
function App() {
const theme = useTheme();
@@ -21,6 +22,10 @@ function App() {
<NavLink to="/models" className={({ isActive }) => (isActive ? "navlink active" : "navlink")}>
Models
</NavLink>
<NavLink to="/activity" className={({ isActive }) => (isActive ? "navlink active" : "navlink")}>
Activity
</NavLink>
<button className="btn btn--sm" onClick={theme.toggleTheme}>
{theme.isDarkMode ? "🌙" : "☀️"}
</button>
@@ -32,6 +37,7 @@ function App() {
<Routes>
<Route path="/" element={<LogViewerPage />} />
<Route path="/models" element={<ModelPage />} />
<Route path="/activity" element={<ActivityPage />} />
<Route path="*" element={<Navigate to="/" replace />} />
</Routes>
</main>
+36 -12
View File
@@ -19,30 +19,41 @@ interface APIProviderType {
enableAPIEvents: (enabled: boolean) => void;
proxyLogs: string;
upstreamLogs: string;
metrics: Metrics[];
}
interface Metrics {
id: number;
timestamp: string;
model: string;
input_tokens: number;
output_tokens: number;
tokens_per_second: number;
duration_ms: number;
}
interface LogData {
source: "upstream" | "proxy";
data: string;
}
interface APIEventEnvelope {
type: "modelStatus" | "logData";
type: "modelStatus" | "logData" | "metrics";
data: string;
}
const APIContext = createContext<APIProviderType | undefined>(undefined);
type APIProviderProps = {
children: ReactNode;
autoStartAPIEvents?: boolean;
};
export function APIProvider({ children }: APIProviderProps) {
export function APIProvider({ children, autoStartAPIEvents = true }: APIProviderProps) {
const [proxyLogs, setProxyLogs] = useState("");
const [upstreamLogs, setUpstreamLogs] = useState("");
const proxyEventSource = useRef<EventSource | null>(null);
const upstreamEventSource = useRef<EventSource | null>(null);
const [metrics, setMetrics] = useState<Metrics[]>([]);
const apiEventSource = useRef<EventSource | null>(null);
const [models, setModels] = useState<Model[]>([]);
const modelStatusEventSource = useRef<EventSource | null>(null);
const appendLog = useCallback((newData: string, setter: React.Dispatch<React.SetStateAction<string>>) => {
setter((prev) => {
@@ -55,6 +66,7 @@ export function APIProvider({ children }: APIProviderProps) {
if (!enabled) {
apiEventSource.current?.close();
apiEventSource.current = null;
setMetrics([]);
return;
}
@@ -75,7 +87,7 @@ export function APIProvider({ children }: APIProviderProps) {
}
break;
case "logData": {
case "logData":
const logData = JSON.parse(message.data) as LogData;
switch (logData.source) {
case "proxy":
@@ -85,7 +97,16 @@ export function APIProvider({ children }: APIProviderProps) {
appendLog(logData.data, setUpstreamLogs);
break;
}
}
break;
case "metrics":
{
const newMetric = JSON.parse(message.data) as Metrics;
setMetrics((prevMetrics) => {
return [newMetric, ...prevMetrics];
});
}
break;
}
} catch (err) {
console.error(e.data, err);
@@ -105,12 +126,14 @@ export function APIProvider({ children }: APIProviderProps) {
}, []);
useEffect(() => {
if (autoStartAPIEvents) {
enableAPIEvents(true);
}
return () => {
proxyEventSource.current?.close();
upstreamEventSource.current?.close();
modelStatusEventSource.current?.close();
enableAPIEvents(false);
};
}, []);
}, [enableAPIEvents, autoStartAPIEvents]);
const listModels = useCallback(async (): Promise<Model[]> => {
try {
@@ -163,8 +186,9 @@ export function APIProvider({ children }: APIProviderProps) {
enableAPIEvents,
proxyLogs,
upstreamLogs,
metrics,
}),
[models, listModels, unloadAllModels, loadModel, enableAPIEvents, proxyLogs, upstreamLogs]
[models, listModels, unloadAllModels, loadModel, enableAPIEvents, proxyLogs, upstreamLogs, metrics]
);
return <APIContext.Provider value={value}>{children}</APIContext.Provider>;
-18
View File
@@ -1,18 +0,0 @@
export function processEvalTimes(text: string) {
const lines = text.match(/^ *eval time.*$/gm) || [];
let totalTokens = 0;
let totalTime = 0;
lines.forEach((line) => {
const tokensMatch = line.match(/\/\s*(\d+)\s*tokens/);
const timeMatch = line.match(/=\s*(\d+\.\d+)\s*ms/);
if (tokensMatch) totalTokens += parseFloat(tokensMatch[1]);
if (timeMatch) totalTime += parseFloat(timeMatch[1]);
});
const avgTokensPerSecond = totalTime > 0 ? totalTokens / (totalTime / 1000) : 0;
return [lines.length, totalTokens, Math.round(avgTokensPerSecond * 100) / 100];
}
+77
View File
@@ -0,0 +1,77 @@
import { useState, useEffect } from "react";
import { useAPI } from "../contexts/APIProvider";
const formatTimestamp = (timestamp: string): string => {
return new Date(timestamp).toLocaleString();
};
const formatSpeed = (speed: number): string => {
return speed < 0 ? "unknown" : speed.toFixed(2) + " t/s";
};
const formatDuration = (ms: number): string => {
return (ms / 1000).toFixed(2) + "s";
};
const ActivityPage = () => {
const { metrics } = useAPI();
const [error, setError] = useState<string | null>(null);
useEffect(() => {
if (metrics.length > 0) {
setError(null);
}
}, [metrics]);
if (error) {
return (
<div className="p-6">
<h1 className="text-2xl font-bold mb-4">Activity</h1>
<div className="bg-red-50 border border-red-200 rounded-md p-4">
<p className="text-red-800">{error}</p>
</div>
</div>
);
}
return (
<div className="p-6">
<h1 className="text-2xl font-bold mb-4">Activity</h1>
{metrics.length === 0 ? (
<div className="text-center py-8">
<p className="text-gray-600">No metrics data available</p>
</div>
) : (
<div className="overflow-x-auto">
<table className="min-w-full divide-y">
<thead>
<tr>
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Timestamp</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">Generation Speed</th>
<th className="px-6 py-3 text-left text-xs font-medium uppercase tracking-wider">Duration</th>
</tr>
</thead>
<tbody className="divide-y">
{metrics.map((metric, index) => (
<tr key={`${metric.id}-${index}`}>
<td className="px-6 py-4 whitespace-nowrap text-sm">{formatTimestamp(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.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.tokens_per_second)}</td>
<td className="px-6 py-4 whitespace-nowrap text-sm">{formatDuration(metric.duration_ms)}</td>
</tr>
))}
</tbody>
</table>
</div>
)}
</div>
);
};
export default ActivityPage;
+28 -33
View File
@@ -3,17 +3,10 @@ import { useAPI } from "../contexts/APIProvider";
import { usePersistentState } from "../hooks/usePersistentState";
const LogViewer = () => {
const { proxyLogs, upstreamLogs, enableAPIEvents } = useAPI();
useEffect(() => {
enableAPIEvents(true);
return () => {
enableAPIEvents(false);
};
}, []);
const { proxyLogs, upstreamLogs } = useAPI();
return (
<div className="flex flex-col gap-5" style={{ height: "calc(100vh - 125px)" }}>
<div className="flex flex-col lg:flex-row gap-5" style={{ height: "calc(100vh - 125px)" }}>
<LogPanel id="proxy" title="Proxy Logs" logData={proxyLogs} />
<LogPanel id="upstream" title="Upstream Logs" logData={upstreamLogs} />
</div>
@@ -97,34 +90,36 @@ export const LogPanel = ({ id, title, logData, className }: LogPanelProps) => {
<div className="flex flex-col md:flex-row md:items-center md:justify-between gap-4">
{/* Title - Always full width on mobile, normal on desktop */}
<div className="w-full md:w-auto" onClick={() => setIsCollapsed(!isCollapsed)}>
<h3 className="m-0 text-lg">{title}</h3>
<h3 className="m-0 text-lg p-0">{title}</h3>
</div>
<div className="flex flex-col sm:flex-row gap-4 w-full md:w-auto">
{/* Sizing Buttons - Stacks vertically on mobile */}
<div className="flex flex-wrap gap-2">
<button className="btn" onClick={toggleFontSize}>
font: {fontSize}
</button>
<button className="btn" onClick={() => setTextWrap((prev) => !prev)}>
{wrapText ? "wrap" : "wrap off"}
</button>
</div>
{!isCollapsed && (
<div className="flex flex-col sm:flex-row gap-4 w-full md:w-auto">
{/* Sizing Buttons - Stacks vertically on mobile */}
<div className="flex flex-wrap gap-2">
<button className="btn" onClick={toggleFontSize}>
font: {fontSize}
</button>
<button className="btn" onClick={() => setTextWrap((prev) => !prev)}>
{wrapText ? "wrap" : "wrap off"}
</button>
</div>
{/* Filtering Options - Full width on mobile, normal on desktop */}
<div className="flex flex-1 min-w-0 gap-2">
<input
type="text"
className="flex-1 min-w-[120px] text-sm border p-2 rounded"
placeholder="Filter logs..."
value={filterRegex}
onChange={(e) => setFilterRegex(e.target.value)}
/>
<button className="btn" onClick={() => setFilterRegex("")}>
Clear
</button>
{/* Filtering Options - Full width on mobile, normal on desktop */}
<div className="flex flex-1 min-w-0 gap-2">
<input
type="text"
className="flex-1 min-w-[120px] text-sm border p-2 rounded"
placeholder="Filter logs..."
value={filterRegex}
onChange={(e) => setFilterRegex(e.target.value)}
/>
<button className="btn" onClick={() => setFilterRegex("")}>
Clear
</button>
</div>
</div>
</div>
)}
</div>
</div>
+14 -17
View File
@@ -1,11 +1,10 @@
import { useState, useEffect, useCallback, useMemo } from "react";
import { useState, useCallback, useMemo } from "react";
import { useAPI } from "../contexts/APIProvider";
import { LogPanel } from "./LogViewer";
import { processEvalTimes } from "../lib/Utils";
import { usePersistentState } from "../hooks/usePersistentState";
export default function ModelsPage() {
const { models, unloadAllModels, loadModel, upstreamLogs, enableAPIEvents } = useAPI();
const { models, unloadAllModels, loadModel, upstreamLogs, metrics } = useAPI();
const [isUnloading, setIsUnloading] = useState(false);
const [showUnlisted, setShowUnlisted] = usePersistentState("showUnlisted", true);
@@ -13,13 +12,6 @@ export default function ModelsPage() {
return models.filter((model) => showUnlisted || !model.unlisted);
}, [models, showUnlisted]);
useEffect(() => {
enableAPIEvents(true);
return () => {
enableAPIEvents(false);
};
}, []);
const handleUnloadAllModels = useCallback(async () => {
setIsUnloading(true);
try {
@@ -34,9 +26,15 @@ export default function ModelsPage() {
}
}, []);
const [totalLines, totalTokens, avgTokensPerSecond] = useMemo(() => {
return processEvalTimes(upstreamLogs);
}, [upstreamLogs]);
const [totalRequests, totalTokens, avgTokensPerSecond] = useMemo(() => {
const totalRequests = metrics.length;
if (totalRequests === 0) {
return [0, 0, 0];
}
const totalTokens = metrics.reduce((sum, m) => sum + m.output_tokens, 0);
const avgTokensPerSecond = (metrics.reduce((sum, m) => sum + m.tokens_per_second, 0) / totalRequests).toFixed(2);
return [totalRequests, totalTokens, avgTokensPerSecond];
}, [metrics]);
return (
<div>
@@ -96,14 +94,13 @@ export default function ModelsPage() {
{/* Right Column */}
<div className="w-full md:w-1/2 flex flex-col" style={{ height: "calc(100vh - 125px)" }}>
<div className="card mb-4 min-h-[250px]">
<h2>Log Stats</h2>
<p className="italic my-2">note: eval logs from llama-server</p>
<div className="card mb-4 min-h-[225px]">
<h2>Chat Activity</h2>
<table className="w-full border border-gray-200">
<tbody>
<tr className="border-b border-gray-200">
<td className="py-2 px-4 font-medium border-r border-gray-200">Requests</td>
<td className="py-2 px-4 text-right">{totalLines}</td>
<td className="py-2 px-4 text-right">{totalRequests}</td>
</tr>
<tr className="border-b border-gray-200">
<td className="py-2 px-4 font-medium border-r border-gray-200">Total Tokens Generated</td>