Compare commits
3 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| b3d331da0d | |||
| 62275e078d | |||
| 88916059e1 |
@@ -18,13 +18,13 @@ Written in golang, it is very easy to install (single binary with no dependancie
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- `v1/embeddings`
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- `v1/rerank`
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- `v1/audio/speech` ([#36](https://github.com/mostlygeek/llama-swap/issues/36))
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- ✅ Multiple GPU support
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- ✅ Docker and Podman support
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- ✅ Run multiple models at once with `profiles` ([docs](https://github.com/mostlygeek/llama-swap/issues/53#issuecomment-2660761741))
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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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- ✅ Use any local OpenAI compatible server (llama.cpp, vllm, tabbyAPI, etc)
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- ✅ Direct access to upstream HTTP server via `/upstream/:model_id` ([demo](https://github.com/mostlygeek/llama-swap/pull/31))
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- ✅ Manually unload models via `/unload` endpoint ([#58](https://github.com/mostlygeek/llama-swap/issues/58))
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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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- ✅ Docker and Podman support
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## How does llama-swap work?
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@@ -126,11 +126,16 @@ profiles:
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- "llama"
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```
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### Advanced Examples
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### Use Case Examples
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- [config.example.yaml](config.example.yaml) includes example for supporting `v1/embeddings` and `v1/rerank` endpoints
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- [Speculative Decoding](examples/speculative-decoding/README.md) - using a small draft model can increase inference speeds from 20% to 40%. This example includes a configurations Qwen2.5-Coder-32B (2.5x increase) and Llama-3.1-70B (1.4x increase) in the best cases.
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- [Optimizing Code Generation](examples/benchmark-snakegame/README.md) - find the optimal settings for your machine. This example demonstrates defining multiple configurations and testing which one is fastest.
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- [Restart on Config Change](examples/restart-on-config-change/README.md) - automatically restart llama-swap when trying out different configurations.
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## Configuration
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llama-s
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</details>
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@@ -0,0 +1,51 @@
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# Restart llama-swap on config change
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Sometimes editing the configuration file can take a bit of trail and error to get a model configuration tuned just right. The `watch-and-restart.sh` script can be used to watch `config.yaml` for changes and restart `llama-swap` when it detects a change.
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```bash
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#!/bin/bash
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#
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# A simple watch and restart llama-swap when its configuration
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# file changes. Useful for trying out configuration changes
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# without manually restarting the server each time.
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if [ -z "$1" ]; then
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echo "Usage: $0 <path to config.yaml>"
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exit 1
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fi
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while true; do
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# Start the process again
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./llama-swap-linux-amd64 -config $1 -listen :1867 &
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PID=$!
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echo "Started llama-swap with PID $PID"
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# Wait for modifications in the specified directory or file
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inotifywait -e modify "$1"
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# Check if process exists before sending signal
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if kill -0 $PID 2>/dev/null; then
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echo "Sending SIGTERM to $PID"
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kill -SIGTERM $PID
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wait $PID
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else
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echo "Process $PID no longer exists"
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fi
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sleep 1
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done
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```
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## Usage and output example
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```bash
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$ ./watch-and-restart.sh config.yaml
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Started llama-swap with PID 495455
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Setting up watches.
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Watches established.
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llama-swap listening on :1867
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Sending SIGTERM to 495455
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Shutting down llama-swap
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Started llama-swap with PID 495486
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Setting up watches.
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Watches established.
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llama-swap listening on :1867
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```
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@@ -29,6 +29,10 @@ require (
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github.com/modern-go/reflect2 v1.0.2 // indirect
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github.com/pelletier/go-toml/v2 v2.2.2 // indirect
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github.com/pmezard/go-difflib v1.0.0 // indirect
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github.com/tidwall/gjson v1.18.0 // indirect
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github.com/tidwall/match v1.1.1 // indirect
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github.com/tidwall/pretty v1.2.1 // indirect
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github.com/tidwall/sjson v1.2.5 // indirect
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github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
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github.com/ugorji/go/codec v1.2.12 // indirect
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golang.org/x/arch v0.8.0 // indirect
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@@ -57,6 +57,16 @@ github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o
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github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
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github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
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github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
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github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
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github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
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github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
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github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA=
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github.com/tidwall/match v1.1.1/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
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github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
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github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
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github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
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github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
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github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
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github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
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github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
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github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
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@@ -12,12 +12,14 @@ import (
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"time"
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"github.com/gin-gonic/gin"
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"github.com/tidwall/gjson"
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)
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func main() {
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gin.SetMode(gin.TestMode)
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// Define a command-line flag for the port
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port := flag.String("port", "8080", "port to listen on")
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expectedModel := flag.String("model", "TheExpectedModel", "model name to expect")
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// Define a command-line flag for the response message
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responseMessage := flag.String("respond", "hi", "message to respond with")
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@@ -41,6 +43,25 @@ func main() {
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c.String(200, *responseMessage)
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})
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// for issue #62 to check model name strips profile slug
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// has to be one of the openAI API endpoints that llama-swap proxies
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// curl http://localhost:8080/v1/audio/speech -d '{"model":"profile:TheExpectedModel"}'
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r.POST("/v1/audio/speech", func(c *gin.Context) {
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body, err := io.ReadAll(c.Request.Body)
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if err != nil {
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c.JSON(http.StatusInternalServerError, gin.H{"error": "Failed to read request body"})
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return
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}
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defer c.Request.Body.Close()
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modelName := gjson.GetBytes(body, "model").String()
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if modelName != *expectedModel {
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c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Invalid model: %s, expected: %s", modelName, *expectedModel)})
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return
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} else {
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c.JSON(http.StatusOK, gin.H{"message": "ok"})
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}
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})
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r.POST("/v1/completions", func(c *gin.Context) {
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c.Header("Content-Type", "text/plain")
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c.String(200, *responseMessage)
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+26
-14
@@ -13,6 +13,8 @@ import (
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"time"
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"github.com/gin-gonic/gin"
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"github.com/tidwall/gjson"
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"github.com/tidwall/sjson"
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)
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const (
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@@ -224,11 +226,7 @@ func (pm *ProxyManager) swapModel(requestedModel string) (*Process, error) {
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defer pm.Unlock()
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// Check if requestedModel contains a PROFILE_SPLIT_CHAR
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profileName, modelName := "", requestedModel
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if idx := strings.Index(requestedModel, PROFILE_SPLIT_CHAR); idx != -1 {
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profileName = requestedModel[:idx]
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modelName = requestedModel[idx+1:]
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}
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profileName, modelName := splitRequestedModel(requestedModel)
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if profileName != "" {
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if _, found := pm.config.Profiles[profileName]; !found {
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@@ -344,21 +342,26 @@ func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
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return
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}
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var requestBody map[string]interface{}
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if err := json.Unmarshal(bodyBytes, &requestBody); err != nil {
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pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("invalid JSON: %s", err.Error()))
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return
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}
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model, ok := requestBody["model"].(string)
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if !ok {
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requestedModel := gjson.GetBytes(bodyBytes, "model").String()
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if requestedModel == "" {
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pm.sendErrorResponse(c, http.StatusBadRequest, "missing or invalid 'model' key")
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return
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}
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if process, err := pm.swapModel(model); err != nil {
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if process, err := pm.swapModel(requestedModel); err != nil {
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pm.sendErrorResponse(c, http.StatusNotFound, fmt.Sprintf("unable to swap to model, %s", err.Error()))
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return
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} else {
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// strip
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profileName, modelName := splitRequestedModel(requestedModel)
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if profileName != "" {
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bodyBytes, err = sjson.SetBytes(bodyBytes, "model", modelName)
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if err != nil {
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pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error updating JSON: %s", err.Error()))
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return
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}
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}
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c.Request.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
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// dechunk it as we already have all the body bytes see issue #11
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@@ -387,3 +390,12 @@ func (pm *ProxyManager) unloadAllModelsHandler(c *gin.Context) {
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func ProcessKeyName(groupName, modelName string) string {
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return groupName + PROFILE_SPLIT_CHAR + modelName
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}
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func splitRequestedModel(requestedModel string) (string, string) {
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profileName, modelName := "", requestedModel
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if idx := strings.Index(requestedModel, PROFILE_SPLIT_CHAR); idx != -1 {
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profileName = requestedModel[:idx]
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modelName = requestedModel[idx+1:]
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}
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return profileName, modelName
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}
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@@ -326,3 +326,26 @@ func TestProxyManager_Unload(t *testing.T) {
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assert.Equal(t, w.Body.String(), "OK")
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assert.Len(t, proxy.currentProcesses, 0)
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}
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// issue 62, strip profile slug from model name
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func TestProxyManager_StripProfileSlug(t *testing.T) {
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config := &Config{
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HealthCheckTimeout: 15,
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Profiles: map[string][]string{
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"test": {"TheExpectedModel"}, // TheExpectedModel is default in simple-responder.go
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},
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Models: map[string]ModelConfig{
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"TheExpectedModel": getTestSimpleResponderConfig("TheExpectedModel"),
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},
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}
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proxy := New(config)
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defer proxy.StopProcesses()
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reqBody := fmt.Sprintf(`{"model":"%s"}`, "test:TheExpectedModel")
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req := httptest.NewRequest("POST", "/v1/audio/speech", bytes.NewBufferString(reqBody))
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w := httptest.NewRecorder()
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proxy.HandlerFunc(w, req)
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assert.Equal(t, http.StatusOK, w.Code)
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assert.Contains(t, w.Body.String(), "ok")
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}
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Reference in New Issue
Block a user