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4 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 5fbd53c616 | |||
| 97dae50dc4 | |||
| cb978f760f | |||
| 387f0ef6c4 |
@@ -2,20 +2,32 @@
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llama-swap is a golang server that automatically swaps the llama.cpp server on demand. Since [llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, let's swap the server instead!
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# Introduction
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llama-swap is an OpenAI API compatible server that gives you complete control over how you use your hardware. It automatically swaps to the configuration of your choice for serving a model. Since [llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, let's swap the server instead!
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Features:
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- ✅ Easy to deploy: single binary with no dependencies
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- ✅ Single yaml configuration file
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- ✅ Automatic switching between models
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- ✅ Full control over llama.cpp server settings per model
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- ✅ On-demand model switching
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- ✅ Full control over server settings per model
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- ✅ OpenAI API support (`v1/completions` and `v1/chat/completions`)
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- ✅ Multiple GPU support
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- ✅ Run multiple models at once with `profiles`
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- ✅ Remote log monitoring at `/log`
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- ✅ Automatic unloading of models from GPUs after timeout
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## Releases
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Builds for Linux and OSX are available on the [Releases](https://github.com/mostlygeek/llama-swap/releases) page.
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### Building from source
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1. Install golang for your system
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1. `git clone git@github.com:mostlygeek/llama-swap.git`
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1. `make clean all`
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1. Binaries will be in `build/` subdirectory
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## config.yaml
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llama-swap's configuration is purposefully simple.
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@@ -83,22 +95,22 @@ More [examples](examples/README.md) are available for different use cases.
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## Monitoring Logs
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The `/logs` endpoint is available to monitor what llama-swap is doing. It will send the last 10KB of logs. Useful for monitoring the output of llama-server. It also supports streaming of logs.
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Open the `http://<host>/logs` with your browser to get a web interface with streaming logs.
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Usage:
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Of course, CLI access is also supported:
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```
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# sends up to the last 10KB of logs
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curl http://host/logs'
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# streams logs using chunk encoding
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# streams logs
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curl -Ns 'http://host/logs/stream'
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# stream and filter logs with linux pipes
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curl -Ns http://host/logs/stream | grep 'eval time'
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# skips history and just streams new log entries
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curl -Ns 'http://host/logs/stream?no-history'
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# streams logs using Server Sent Events
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curl -Ns 'http://host/logs/streamSSE'
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```
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## Systemd Unit Files
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@@ -125,9 +137,3 @@ StartLimitInterval=30
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[Install]
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WantedBy=multi-user.target
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```
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## Building from Source
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1. Install golang for your system
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1. run `make clean all`
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1. binaries will be built into `build/` directory
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@@ -22,22 +22,19 @@ for model in "$@"; do
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echo -n "$model,"
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for lang in "python" "typescript" "swift"; do
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response=$(curl -s --url "$url/v1/chat/completions" -d "{\"messages\": [{\"role\": \"system\", \"content\": \"you only write code.\"}, {\"role\": \"user\", \"content\": \"write snake game in $lang\"}], \"temperature\": 0.1, \"model\":\"$model\"}")
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# expects a llama.cpp after PR https://github.com/ggerganov/llama.cpp/pull/10548
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# (Dec 3rd/2024)
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time=$(curl -s --url "$url/v1/chat/completions" -d "{\"messages\": [{\"role\": \"system\", \"content\": \"you only write code.\"}, {\"role\": \"user\", \"content\": \"write snake game in $lang\"}], \"top_k\": 1, \"timings_per_token\":true, \"model\":\"$model\"}" | jq -r .timings.predicted_per_second)
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if [ $? -ne 0 ]; then
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time="error"
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else
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time=$(curl -s --url "$url/logs" | grep -oE '\d+(?:\.\d+)? tokens per second' | awk '{print $1}' | tail -n 1)
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if [ $? -ne 0 ]; then
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time="error"
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fi
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exit 1
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fi
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if [ "$lang" != "swift" ]; then
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echo -n "$time,"
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printf "%0.2f tps," $time
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else
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echo -n "$time"
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printf "%0.2f tps\n" $time
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fi
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done
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echo ""
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done
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done
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@@ -0,0 +1,53 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Logs</title>
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<style>
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body {
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margin: 0;
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height: 100vh;
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display: flex;
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flex-direction: column;
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font-family: "Courier New", Courier, monospace;
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}
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#log-stream {
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flex: 1;
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margin: 1em;
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padding: 10px;
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background: #f4f4f4;
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overflow-y: auto;
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white-space: pre-wrap; /* Ensures line wrapping */
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word-wrap: break-word; /* Ensures long words wrap */
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}
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</style>
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</head>
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<body>
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<pre id="log-stream">Waiting for logs...
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</pre>
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<script>
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// Establish an EventSource connection to the SSE endpoint
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if (typeof(EventSource) !== "undefined") {
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const eventSource = new EventSource("/logs/streamSSE");
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eventSource.onmessage = function(event) {
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// Append the new log message to the <pre> element
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const logStream = document.getElementById('log-stream');
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logStream.textContent += event.data;
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// Auto-scroll to the bottom
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logStream.scrollTop = logStream.scrollHeight;
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};
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eventSource.onerror = function(err) {
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console.error("EventSource failed:", err);
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};
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} else {
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console.error("SSE not supported by this browser.");
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}
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</script>
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</body>
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</html>
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+9
-8
@@ -122,16 +122,15 @@ func (p *Process) start() error {
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// start a goroutine to check every second if
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// the process should be stopped
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go func() {
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ticker := time.NewTicker(time.Second)
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defer ticker.Stop()
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maxDuration := time.Duration(p.config.UnloadAfter) * time.Second
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for {
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<-ticker.C
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for range time.Tick(time.Second) {
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// wait for all inflight requests to complete and ticker
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p.inFlightRequests.Wait()
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if time.Since(p.lastRequestHandled) > maxDuration {
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fmt.Fprintf(p.logMonitor, "!!! Unloading model %s, TTL of %d reached.\n", p.ID, p.config.UnloadAfter)
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p.Stop()
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return
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}
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}
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}()
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@@ -275,7 +274,11 @@ func (p *Process) checkHealthEndpoint(ctxFromStart context.Context) error {
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func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
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p.inFlightRequests.Add(1)
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defer p.inFlightRequests.Done()
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defer func() {
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p.lastRequestHandled = time.Now()
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p.inFlightRequests.Done()
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}()
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if p.CurrentState() != StateReady {
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if err := p.start(); err != nil {
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@@ -285,8 +288,6 @@ func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
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}
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}
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p.lastRequestHandled = time.Now()
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proxyTo := p.config.Proxy
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client := &http.Client{}
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req, err := http.NewRequest(r.Method, proxyTo+r.URL.String(), r.Body)
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+17
-4
@@ -82,18 +82,31 @@ func TestProcess_UnloadAfterTTL(t *testing.T) {
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process := NewProcess("ttl", 2, config, NewLogMonitorWriter(io.Discard))
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defer process.Stop()
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req := httptest.NewRequest("GET", "/test", nil)
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// this should take 4 seconds
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req1 := httptest.NewRequest("GET", "/slow-respond?echo=1234&delay=1000ms", nil)
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req2 := httptest.NewRequest("GET", "/test", nil)
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w := httptest.NewRecorder()
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// Proxy the request (auto start)
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process.ProxyRequest(w, req)
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// Proxy the request (auto start) with a slow response that takes longer than config.UnloadAfter
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process.ProxyRequest(w, req1)
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t.Log("sending slow first request (4 seconds)")
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assert.Equal(t, http.StatusOK, w.Code, "Expected status code %d, got %d", http.StatusOK, w.Code)
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assert.Contains(t, w.Body.String(), "1234")
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assert.Equal(t, StateReady, process.CurrentState())
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// ensure the TTL timeout does not race slow requests (see issue #25)
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t.Log("sending second request (1 second)")
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time.Sleep(time.Second)
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w = httptest.NewRecorder()
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process.ProxyRequest(w, req2)
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assert.Equal(t, http.StatusOK, w.Code, "Expected status code %d, got %d", http.StatusOK, w.Code)
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assert.Contains(t, w.Body.String(), expectedMessage)
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assert.Equal(t, StateReady, process.CurrentState())
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// wait 5 seconds
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t.Log("sleep 5 seconds and check if unloaded")
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time.Sleep(5 * time.Second)
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assert.Equal(t, StateStopped, process.CurrentState())
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}
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@@ -1,19 +1,41 @@
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package proxy
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import (
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"embed"
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"fmt"
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"net/http"
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"strings"
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"github.com/gin-gonic/gin"
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)
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//go:embed html/logs.html
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var logsHTML []byte
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// make sure embed is kept there by the IDE auto-package importer
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var _ = embed.FS{}
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func (pm *ProxyManager) sendLogsHandlers(c *gin.Context) {
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c.Header("Content-Type", "text/plain")
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history := pm.logMonitor.GetHistory()
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_, err := c.Writer.Write(history)
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if err != nil {
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c.AbortWithError(http.StatusInternalServerError, err)
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return
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accept := c.GetHeader("Accept")
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if strings.Contains(accept, "text/html") {
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// Set the Content-Type header to text/html
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c.Header("Content-Type", "text/html")
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// Write the embedded HTML content to the response
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_, err := c.Writer.Write(logsHTML)
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if err != nil {
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c.AbortWithError(http.StatusInternalServerError, fmt.Errorf("failed to write response: %v", err))
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return
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}
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} else {
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c.Header("Content-Type", "text/plain")
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history := pm.logMonitor.GetHistory()
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_, err := c.Writer.Write(history)
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if err != nil {
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c.AbortWithError(http.StatusInternalServerError, err)
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return
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}
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}
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}
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Reference in New Issue
Block a user