Compare commits
8 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| f45469f7ff | |||
| 34f9fd7340 | |||
| 8448efa7fc | |||
| 8cf2a389d8 | |||
| 0f133f5b74 | |||
| 1510b3fbd9 | |||
| 0f8a8e70f1 | |||
| 6c3819022c |
@@ -9,6 +9,9 @@ all: mac linux simple-responder
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|||||||
clean:
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clean:
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rm -rf $(BUILD_DIR)
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rm -rf $(BUILD_DIR)
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|
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test:
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go test -v ./proxy
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|
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# Build OSX binary
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# Build OSX binary
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mac:
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mac:
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@echo "Building Mac binary..."
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@echo "Building Mac binary..."
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@@ -1,12 +1,14 @@
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# llama-swap
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# llama-swap
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|
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[llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, so let's swap llama-server instead!
|

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|
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[llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models on demand. So let's swap the server on demand instead!
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llama-swap is a proxy server that sits in front of llama-server. When a request for `/v1/chat/completions` comes in it will extract the `model` requested and change the underlying llama-server automatically.
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llama-swap is a proxy server that sits in front of llama-server. When a request for `/v1/chat/completions` comes in it will extract the `model` requested and change the underlying llama-server automatically.
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|
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- ✅ easy to deploy: single binary with no dependencies
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- ✅ easy to deploy: single binary with no dependencies
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- ✅ full control over llama-server's startup settings
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- ✅ full control over llama-server's startup settings
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- ✅ ❤️ for nvidia P40 users who are rely on llama.cpp for inference
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- ✅ ❤️ for users who are rely on llama.cpp for LLM inference
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|
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## config.yaml
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## config.yaml
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|
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@@ -20,10 +22,10 @@ healthCheckTimeout: 60
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# define valid model values and the upstream server start
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# define valid model values and the upstream server start
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models:
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models:
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"llama":
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"llama":
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cmd: "llama-server --port 8999 -m Llama-3.2-1B-Instruct-Q4_K_M.gguf"
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cmd: llama-server --port 8999 -m Llama-3.2-1B-Instruct-Q4_K_M.gguf
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|
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# Where to proxy to, important it matches this format
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# where to reach the server started by cmd
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proxy: "http://127.0.0.1:8999"
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proxy: http://127.0.0.1:8999
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|
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# aliases model names to use this configuration for
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# aliases model names to use this configuration for
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aliases:
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aliases:
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@@ -35,14 +37,19 @@ models:
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#
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#
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# use "none" to skip endpoint checking. This may cause requests to fail
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# use "none" to skip endpoint checking. This may cause requests to fail
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# until the server is ready
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# until the server is ready
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checkEndpoint: "/custom-endpoint"
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checkEndpoint: /custom-endpoint
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|
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"qwen":
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"qwen":
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# environment variables to pass to the command
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# environment variables to pass to the command
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env:
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env:
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- "CUDA_VISIBLE_DEVICES=0"
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- "CUDA_VISIBLE_DEVICES=0"
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cmd: "llama-server --port 8999 -m path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf"
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proxy: "http://127.0.0.1:8999"
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# multiline for readability
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cmd: >
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|
llama-server --port 8999
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--model path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf
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|
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proxy: http://127.0.0.1:8999
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```
|
```
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## Installation
|
## Installation
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@@ -52,6 +59,26 @@ models:
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* _Note: Windows currently untested._
|
* _Note: Windows currently untested._
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1. Run the binary with `llama-swap --config path/to/config.yaml`
|
1. Run the binary with `llama-swap --config path/to/config.yaml`
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|
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|
## Monitoring Logs
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|
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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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|
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|
Usage:
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|
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|
```
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# basic, sends up to the last 10KB of logs
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|
curl http://host/logs'
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|
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# add `stream` to stream new logs as they come in
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|
curl -Ns 'http://host/logs?stream'
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|
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|
# add `skip` to skip history (only useful if used with stream)
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|
curl -Ns 'http://host/logs?stream&skip'
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|
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||||||
|
# will output nothing :)
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||||||
|
curl -Ns 'http://host/logs?skip'
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||||||
|
```
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|
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## Systemd Unit Files
|
## Systemd Unit Files
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|
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Use this unit file to start llama-swap on boot. This is only tested on Ubuntu.
|
Use this unit file to start llama-swap on boot. This is only tested on Ubuntu.
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+5
-2
@@ -1,6 +1,6 @@
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# Seconds to wait for llama.cpp to be available to serve requests
|
# Seconds to wait for llama.cpp to be available to serve requests
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# Default (and minimum): 15 seconds
|
# Default (and minimum): 15 seconds
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healthCheckTimeout: 60
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healthCheckTimeout: 15
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|
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models:
|
models:
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"llama":
|
"llama":
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@@ -35,7 +35,10 @@ models:
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# until the upstream server is ready for traffic
|
# until the upstream server is ready for traffic
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checkEndpoint: none
|
checkEndpoint: none
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|
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# don't use this, just for testing if things are broken
|
# don't use these, just for testing if things are broken
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"broken":
|
"broken":
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cmd: models/llama-server-osx --port 8999 -m models/doesnotexist.gguf
|
cmd: models/llama-server-osx --port 8999 -m models/doesnotexist.gguf
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proxy: http://127.0.0.1:8999
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proxy: http://127.0.0.1:8999
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"broken_timeout":
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cmd: models/llama-server-osx --port 8999 -m models/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf
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|
proxy: http://127.0.0.1:9000
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BIN
Binary file not shown.
|
After Width: | Height: | Size: 261 KiB |
@@ -0,0 +1,90 @@
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|||||||
|
package proxy
|
||||||
|
|
||||||
|
import (
|
||||||
|
"container/ring"
|
||||||
|
"io"
|
||||||
|
"os"
|
||||||
|
"sync"
|
||||||
|
)
|
||||||
|
|
||||||
|
type LogMonitor struct {
|
||||||
|
clients map[chan []byte]bool
|
||||||
|
mu sync.RWMutex
|
||||||
|
buffer *ring.Ring
|
||||||
|
bufferMu sync.RWMutex
|
||||||
|
|
||||||
|
// typically this can be os.Stdout
|
||||||
|
stdout io.Writer
|
||||||
|
}
|
||||||
|
|
||||||
|
func NewLogMonitor() *LogMonitor {
|
||||||
|
return NewLogMonitorWriter(os.Stdout)
|
||||||
|
}
|
||||||
|
|
||||||
|
func NewLogMonitorWriter(stdout io.Writer) *LogMonitor {
|
||||||
|
return &LogMonitor{
|
||||||
|
clients: make(map[chan []byte]bool),
|
||||||
|
buffer: ring.New(10 * 1024), // keep 10KB of buffered logs
|
||||||
|
stdout: stdout,
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func (w *LogMonitor) Write(p []byte) (n int, err error) {
|
||||||
|
n, err = w.stdout.Write(p)
|
||||||
|
if err != nil {
|
||||||
|
return n, err
|
||||||
|
}
|
||||||
|
|
||||||
|
w.bufferMu.Lock()
|
||||||
|
w.buffer.Value = p
|
||||||
|
w.buffer = w.buffer.Next()
|
||||||
|
w.bufferMu.Unlock()
|
||||||
|
|
||||||
|
w.broadcast(p)
|
||||||
|
return n, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
func (w *LogMonitor) GetHistory() []byte {
|
||||||
|
w.bufferMu.RLock()
|
||||||
|
defer w.bufferMu.RUnlock()
|
||||||
|
|
||||||
|
var history []byte
|
||||||
|
w.buffer.Do(func(p interface{}) {
|
||||||
|
if p != nil {
|
||||||
|
if content, ok := p.([]byte); ok {
|
||||||
|
history = append(history, content...)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
})
|
||||||
|
return history
|
||||||
|
}
|
||||||
|
|
||||||
|
func (w *LogMonitor) Subscribe() chan []byte {
|
||||||
|
w.mu.Lock()
|
||||||
|
defer w.mu.Unlock()
|
||||||
|
|
||||||
|
ch := make(chan []byte, 100)
|
||||||
|
w.clients[ch] = true
|
||||||
|
return ch
|
||||||
|
}
|
||||||
|
|
||||||
|
func (w *LogMonitor) Unsubscribe(ch chan []byte) {
|
||||||
|
w.mu.Lock()
|
||||||
|
defer w.mu.Unlock()
|
||||||
|
|
||||||
|
delete(w.clients, ch)
|
||||||
|
close(ch)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (w *LogMonitor) broadcast(msg []byte) {
|
||||||
|
w.mu.RLock()
|
||||||
|
defer w.mu.RUnlock()
|
||||||
|
|
||||||
|
for client := range w.clients {
|
||||||
|
select {
|
||||||
|
case client <- msg:
|
||||||
|
default:
|
||||||
|
// If client buffer is full, skip
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
@@ -0,0 +1,63 @@
|
|||||||
|
package proxy
|
||||||
|
|
||||||
|
import (
|
||||||
|
"io"
|
||||||
|
"sync"
|
||||||
|
"testing"
|
||||||
|
)
|
||||||
|
|
||||||
|
func TestLogMonitor(t *testing.T) {
|
||||||
|
logMonitor := NewLogMonitorWriter(io.Discard)
|
||||||
|
|
||||||
|
// Test subscription
|
||||||
|
client1 := logMonitor.Subscribe()
|
||||||
|
client2 := logMonitor.Subscribe()
|
||||||
|
|
||||||
|
defer logMonitor.Unsubscribe(client1)
|
||||||
|
defer logMonitor.Unsubscribe(client2)
|
||||||
|
|
||||||
|
client1Messages := make([]byte, 0)
|
||||||
|
client2Messages := make([]byte, 0)
|
||||||
|
|
||||||
|
var wg sync.WaitGroup
|
||||||
|
wg.Add(1)
|
||||||
|
|
||||||
|
go func() {
|
||||||
|
defer wg.Done()
|
||||||
|
for {
|
||||||
|
select {
|
||||||
|
case data := <-client1:
|
||||||
|
client1Messages = append(client1Messages, data...)
|
||||||
|
case data := <-client2:
|
||||||
|
client2Messages = append(client2Messages, data...)
|
||||||
|
default:
|
||||||
|
return
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}()
|
||||||
|
|
||||||
|
logMonitor.Write([]byte("1"))
|
||||||
|
logMonitor.Write([]byte("2"))
|
||||||
|
logMonitor.Write([]byte("3"))
|
||||||
|
|
||||||
|
// Wait for the goroutine to finish
|
||||||
|
wg.Wait()
|
||||||
|
|
||||||
|
// Check the buffer
|
||||||
|
expectedHistory := "123"
|
||||||
|
history := string(logMonitor.GetHistory())
|
||||||
|
|
||||||
|
if history != expectedHistory {
|
||||||
|
t.Errorf("Expected history: %s, got: %s", expectedHistory, history)
|
||||||
|
}
|
||||||
|
|
||||||
|
c1Data := string(client1Messages)
|
||||||
|
if c1Data != expectedHistory {
|
||||||
|
t.Errorf("Client1 expected %s, got: %s", expectedHistory, c1Data)
|
||||||
|
}
|
||||||
|
|
||||||
|
c2Data := string(client2Messages)
|
||||||
|
if c2Data != expectedHistory {
|
||||||
|
t.Errorf("Client2 expected %s, got: %s", expectedHistory, c2Data)
|
||||||
|
}
|
||||||
|
}
|
||||||
+115
-17
@@ -8,7 +8,6 @@ import (
|
|||||||
"io"
|
"io"
|
||||||
"net/http"
|
"net/http"
|
||||||
"net/url"
|
"net/url"
|
||||||
"os"
|
|
||||||
"os/exec"
|
"os/exec"
|
||||||
"strings"
|
"strings"
|
||||||
"sync"
|
"sync"
|
||||||
@@ -22,24 +21,90 @@ type ProxyManager struct {
|
|||||||
config *Config
|
config *Config
|
||||||
currentCmd *exec.Cmd
|
currentCmd *exec.Cmd
|
||||||
currentConfig ModelConfig
|
currentConfig ModelConfig
|
||||||
|
logMonitor *LogMonitor
|
||||||
}
|
}
|
||||||
|
|
||||||
func New(config *Config) *ProxyManager {
|
func New(config *Config) *ProxyManager {
|
||||||
return &ProxyManager{config: config}
|
return &ProxyManager{config: config, logMonitor: NewLogMonitor()}
|
||||||
}
|
}
|
||||||
|
|
||||||
func (pm *ProxyManager) HandleFunc(w http.ResponseWriter, r *http.Request) {
|
func (pm *ProxyManager) HandleFunc(w http.ResponseWriter, r *http.Request) {
|
||||||
|
|
||||||
// https://github.com/ggerganov/llama.cpp/blob/master/examples/server/README.md#api-endpoints
|
// https://github.com/ggerganov/llama.cpp/blob/master/examples/server/README.md#api-endpoints
|
||||||
|
|
||||||
if r.URL.Path == "/v1/chat/completions" {
|
if r.URL.Path == "/v1/chat/completions" {
|
||||||
// extracts the `model` from json body
|
// extracts the `model` from json body
|
||||||
pm.proxyChatRequest(w, r)
|
pm.proxyChatRequest(w, r)
|
||||||
|
} else if r.URL.Path == "/v1/models" {
|
||||||
|
pm.listModels(w, r)
|
||||||
|
} else if r.URL.Path == "/logs" {
|
||||||
|
pm.streamLogs(w, r)
|
||||||
} else {
|
} else {
|
||||||
pm.proxyRequest(w, r)
|
pm.proxyRequest(w, r)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func (pm *ProxyManager) streamLogs(w http.ResponseWriter, r *http.Request) {
|
||||||
|
w.Header().Set("Content-Type", "text/plain")
|
||||||
|
w.Header().Set("Transfer-Encoding", "chunked")
|
||||||
|
w.Header().Set("X-Content-Type-Options", "nosniff")
|
||||||
|
|
||||||
|
ch := pm.logMonitor.Subscribe()
|
||||||
|
defer pm.logMonitor.Unsubscribe(ch)
|
||||||
|
|
||||||
|
notify := r.Context().Done()
|
||||||
|
flusher, ok := w.(http.Flusher)
|
||||||
|
if !ok {
|
||||||
|
http.Error(w, "Streaming unsupported", http.StatusInternalServerError)
|
||||||
|
return
|
||||||
|
}
|
||||||
|
|
||||||
|
skipHistory := r.URL.Query().Has("skip")
|
||||||
|
if !skipHistory {
|
||||||
|
// Send history first
|
||||||
|
history := pm.logMonitor.GetHistory()
|
||||||
|
if len(history) != 0 {
|
||||||
|
w.Write(history)
|
||||||
|
flusher.Flush()
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if !r.URL.Query().Has("stream") {
|
||||||
|
return
|
||||||
|
}
|
||||||
|
|
||||||
|
// Stream new logs
|
||||||
|
for {
|
||||||
|
select {
|
||||||
|
case msg := <-ch:
|
||||||
|
w.Write(msg)
|
||||||
|
flusher.Flush()
|
||||||
|
case <-notify:
|
||||||
|
return
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func (pm *ProxyManager) listModels(w http.ResponseWriter, _ *http.Request) {
|
||||||
|
data := []interface{}{}
|
||||||
|
for id := range pm.config.Models {
|
||||||
|
data = append(data, map[string]interface{}{
|
||||||
|
"id": id,
|
||||||
|
"object": "model",
|
||||||
|
"created": time.Now().Unix(),
|
||||||
|
"owned_by": "llama-swap",
|
||||||
|
})
|
||||||
|
}
|
||||||
|
|
||||||
|
// Set the Content-Type header to application/json
|
||||||
|
w.Header().Set("Content-Type", "application/json")
|
||||||
|
|
||||||
|
// Encode the data as JSON and write it to the response writer
|
||||||
|
if err := json.NewEncoder(w).Encode(map[string]interface{}{"data": data}); err != nil {
|
||||||
|
http.Error(w, "Error encoding JSON", http.StatusInternalServerError)
|
||||||
|
return
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
func (pm *ProxyManager) swapModel(requestedModel string) error {
|
func (pm *ProxyManager) swapModel(requestedModel string) error {
|
||||||
pm.Lock()
|
pm.Lock()
|
||||||
defer pm.Unlock()
|
defer pm.Unlock()
|
||||||
@@ -70,8 +135,12 @@ func (pm *ProxyManager) swapModel(requestedModel string) error {
|
|||||||
return fmt.Errorf("unable to get sanitized command: %v", err)
|
return fmt.Errorf("unable to get sanitized command: %v", err)
|
||||||
}
|
}
|
||||||
cmd := exec.Command(args[0], args[1:]...)
|
cmd := exec.Command(args[0], args[1:]...)
|
||||||
cmd.Stdout = os.Stdout
|
|
||||||
cmd.Stderr = os.Stderr
|
// logMonitor only writes to stdout
|
||||||
|
// so the upstream's stderr will go to os.Stdout
|
||||||
|
cmd.Stdout = pm.logMonitor
|
||||||
|
cmd.Stderr = pm.logMonitor
|
||||||
|
|
||||||
cmd.Env = modelConfig.Env
|
cmd.Env = modelConfig.Env
|
||||||
|
|
||||||
err = cmd.Start()
|
err = cmd.Start()
|
||||||
@@ -80,14 +149,28 @@ func (pm *ProxyManager) swapModel(requestedModel string) error {
|
|||||||
}
|
}
|
||||||
pm.currentCmd = cmd
|
pm.currentCmd = cmd
|
||||||
|
|
||||||
if err := pm.checkHealthEndpoint(); err != nil {
|
// watch for the command to exist
|
||||||
|
cmdCtx, cancel := context.WithCancelCause(context.Background())
|
||||||
|
|
||||||
|
// monitor the command's exist status
|
||||||
|
go func() {
|
||||||
|
err := cmd.Wait()
|
||||||
|
if err != nil {
|
||||||
|
cancel(fmt.Errorf("command [%s] %s", strings.Join(cmd.Args, " "), err.Error()))
|
||||||
|
} else {
|
||||||
|
cancel(nil)
|
||||||
|
}
|
||||||
|
}()
|
||||||
|
|
||||||
|
// wait for checkHealthEndpoint
|
||||||
|
if err := pm.checkHealthEndpoint(cmdCtx); err != nil {
|
||||||
return err
|
return err
|
||||||
}
|
}
|
||||||
|
|
||||||
return nil
|
return nil
|
||||||
}
|
}
|
||||||
|
|
||||||
func (pm *ProxyManager) checkHealthEndpoint() error {
|
func (pm *ProxyManager) checkHealthEndpoint(cmdCtx context.Context) error {
|
||||||
|
|
||||||
if pm.currentConfig.Proxy == "" {
|
if pm.currentConfig.Proxy == "" {
|
||||||
return fmt.Errorf("no upstream available to check /health")
|
return fmt.Errorf("no upstream available to check /health")
|
||||||
@@ -110,6 +193,7 @@ func (pm *ProxyManager) checkHealthEndpoint() error {
|
|||||||
if err != nil {
|
if err != nil {
|
||||||
return fmt.Errorf("failed to create health url with with %s and path %s", proxyTo, checkEndpoint)
|
return fmt.Errorf("failed to create health url with with %s and path %s", proxyTo, checkEndpoint)
|
||||||
}
|
}
|
||||||
|
|
||||||
client := &http.Client{}
|
client := &http.Client{}
|
||||||
startTime := time.Now()
|
startTime := time.Now()
|
||||||
|
|
||||||
@@ -118,33 +202,47 @@ func (pm *ProxyManager) checkHealthEndpoint() error {
|
|||||||
if err != nil {
|
if err != nil {
|
||||||
return err
|
return err
|
||||||
}
|
}
|
||||||
ctx, cancel := context.WithTimeout(req.Context(), 250*time.Millisecond)
|
|
||||||
|
ctx, cancel := context.WithTimeout(cmdCtx, 250*time.Millisecond)
|
||||||
defer cancel()
|
defer cancel()
|
||||||
req = req.WithContext(ctx)
|
req = req.WithContext(ctx)
|
||||||
resp, err := client.Do(req)
|
resp, err := client.Do(req)
|
||||||
|
|
||||||
|
ttl := (maxDuration - time.Since(startTime)).Seconds()
|
||||||
|
|
||||||
if err != nil {
|
if err != nil {
|
||||||
|
// check if the context was cancelled
|
||||||
|
select {
|
||||||
|
case <-ctx.Done():
|
||||||
|
return context.Cause(ctx)
|
||||||
|
default:
|
||||||
|
}
|
||||||
|
|
||||||
|
// wait a bit longer for TCP connection issues
|
||||||
if strings.Contains(err.Error(), "connection refused") {
|
if strings.Contains(err.Error(), "connection refused") {
|
||||||
|
fmt.Fprintf(pm.logMonitor, "Connection refused on %s, ttl %.0fs\n", healthURL, ttl)
|
||||||
|
|
||||||
// if TCP dial can't connect any HTTP response after 5 seconds
|
time.Sleep(5 * time.Second)
|
||||||
// exit quickly.
|
} else {
|
||||||
if time.Since(startTime) > 5*time.Second {
|
time.Sleep(time.Second)
|
||||||
return fmt.Errorf("health check endpoint took more than 5 seconds to respond")
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
|
|
||||||
if time.Since(startTime) >= maxDuration {
|
if ttl < 0 {
|
||||||
return fmt.Errorf("failed to check health from: %s", healthURL)
|
return fmt.Errorf("failed to check health from: %s", healthURL)
|
||||||
}
|
}
|
||||||
time.Sleep(time.Second)
|
|
||||||
continue
|
continue
|
||||||
}
|
}
|
||||||
|
|
||||||
defer resp.Body.Close()
|
defer resp.Body.Close()
|
||||||
if resp.StatusCode == http.StatusOK {
|
if resp.StatusCode == http.StatusOK {
|
||||||
return nil
|
return nil
|
||||||
}
|
}
|
||||||
if time.Since(startTime) >= maxDuration {
|
|
||||||
|
if ttl < 0 {
|
||||||
return fmt.Errorf("failed to check health from: %s", healthURL)
|
return fmt.Errorf("failed to check health from: %s", healthURL)
|
||||||
}
|
}
|
||||||
|
|
||||||
time.Sleep(time.Second)
|
time.Sleep(time.Second)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -167,7 +265,7 @@ func (pm *ProxyManager) proxyChatRequest(w http.ResponseWriter, r *http.Request)
|
|||||||
}
|
}
|
||||||
|
|
||||||
if err := pm.swapModel(model); err != nil {
|
if err := pm.swapModel(model); err != nil {
|
||||||
http.Error(w, fmt.Sprintf("unable to swap to model: %s", err.Error()), http.StatusNotFound)
|
http.Error(w, fmt.Sprintf("unable to swap to model, %s", err.Error()), http.StatusNotFound)
|
||||||
return
|
return
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|||||||
Reference in New Issue
Block a user