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10 Commits

Author SHA1 Message Date
Benson Wong 12b69fb718 proxy: recover from panic in Process.statusUpdate (#378)
Process.statusUpdate() panics when it can not write data, usually from a
client disconnect. Since it runs in a goroutine and did not have a
recover() the result was a crash.

ref: https://github.com/mostlygeek/llama-swap/discussions/326#discussioncomment-14856197
2025-11-03 05:30:09 -08:00
Ryan Steed f91a8b2462 refactor: update Containerfile to support non-root user execution and improve security (#368)
Set default container user/group to lower privilege app user 

* refactor: update Containerfile to support non-root user execution and improve security

- Updated LS_VER argument from 89 to 170 to use the latest version
- Added UID/GID arguments with default values of 0 (root) for backward compatibility
- Added USER_HOME environment variable set to /root
- Implemented conditional user/group creation logic that only runs when UID/GID are not 0
- Created necessary directory structure with proper ownership using mkdir and chown commands
- Switched to non-root user execution for improved security posture
- Updated COPY instruction to use --chown flag for proper file ownership

* chore: update containerfile to use non-root user with proper UID/GID

- Changed default UID and GID from 0 (root) to 10001 for security best practices
- Updated USER_HOME from /root to /app to avoid running as root user
2025-10-31 17:01:04 -07:00
Benson Wong a89b803d4a Stream loading state when swapping models (#371)
Swapping models can take a long time and leave a lot of silence while the model is loading. Rather than silently load the model in the background, this PR allows llama-swap to send status updates in the reasoning_content of a streaming chat response.

Fixes: #366
2025-10-29 00:09:39 -07:00
Benson Wong f852689104 proxy: add panic recovery to Process.ProxyRequest (#363)
Switching to use httputil.ReverseProxy in #342 introduced a possible
panic if a client disconnects while streaming the body. Since llama-swap
does not use http.Server the recover() is not automatically there.

- introduce a recover() in Process.ProxyRequest to recover and log the
  event
- add TestProcess_ReverseProxyPanicIsHandled to reproduce and test the
  fix

fixes: #362
2025-10-25 20:40:05 -07:00
Benson Wong e250e71e59 Include metrics from upstream chat requests (#361)
* proxy: refactor metrics recording

- remove metrics_middleware.go as this wrapper is no longer needed. This
  also eliminiates double body parsing for the modelID
- move metrics parsing to be part of MetricsMonitor
- refactor how metrics are recording in ProxyManager
- add MetricsMonitor tests
- improve mem efficiency of processStreamingResponse
- add benchmarks for MetricsMonitor.addMetrics
- proxy: refactor MetricsMonitor to be more safe handling errors
2025-10-25 17:38:18 -07:00
Benson Wong d18dc26d01 cmd/wol-proxy: tweak logs to show what is causing wake ups (#356)
fix the extra wake ups being caused by wol-proxy

* cmd/wol-proxy: tweak logs to show what is causing wake ups
* cmd/wol-proxy: add skip wakeup
* cmd/wol-proxy: replace ticker with SSE connection
* cmd/wol-proxy: increase scanner buffer size
* cmd/wol-proxy: improve failure tracking
2025-10-25 11:04:31 -07:00
Benson Wong 8357714421 ui: fix avg token/sec calculation on models page (#357)
* ui: use percentiles for token stats
* ui: add histogram of metrics
* update vite to remove security warnings

fixes #355
2025-10-23 22:22:24 -07:00
Benson Wong c07179d6e2 cmd/wol-proxy: add wol-proxy (#352)
add a wake-on-lan proxy for llama-swap. When the target llama-swap server is unreachable it will send hold a request, send a WoL packet and proxy the request when llama-swap is available.
2025-10-20 20:55:02 -07:00
Benson Wong 7ff50631e0 Update README for setup instructions clarity [skip ci] 2025-10-19 14:55:23 -07:00
Benson Wong 9fc0431531 Clean up and Documentation (#347) [skip ci]
* cmd,misc: move misc binaries to cmd/
* docs: add docs and move examples/ there
* misc: remove unused misc/assets dir
* docs: add configuration.md
* update README with better structure

Updates: #334
2025-10-19 14:53:13 -07:00
37 changed files with 2605 additions and 522 deletions
+10 -4
View File
@@ -61,12 +61,12 @@ windows: ui
# for testing proxy.Process
simple-responder:
@echo "Building simple responder"
GOOS=darwin GOARCH=arm64 go build -o $(BUILD_DIR)/simple-responder_darwin_arm64 misc/simple-responder/simple-responder.go
GOOS=linux GOARCH=amd64 go build -o $(BUILD_DIR)/simple-responder_linux_amd64 misc/simple-responder/simple-responder.go
GOOS=darwin GOARCH=arm64 go build -o $(BUILD_DIR)/simple-responder_darwin_arm64 cmd/simple-responder/simple-responder.go
GOOS=linux GOARCH=amd64 go build -o $(BUILD_DIR)/simple-responder_linux_amd64 cmd/simple-responder/simple-responder.go
simple-responder-windows:
@echo "Building simple responder for windows"
GOOS=windows GOARCH=amd64 go build -o $(BUILD_DIR)/simple-responder.exe misc/simple-responder/simple-responder.go
GOOS=windows GOARCH=amd64 go build -o $(BUILD_DIR)/simple-responder.exe cmd/simple-responder/simple-responder.go
# Ensure build directory exists
$(BUILD_DIR):
@@ -86,5 +86,11 @@ release:
echo "tagging new version: $$new_tag"; \
git tag "$$new_tag";
GOOS ?= $(shell go env GOOS 2>/dev/null || echo linux)
GOARCH ?= $(shell go env GOARCH 2>/dev/null || echo amd64)
wol-proxy: $(BUILD_DIR)
@echo "Building wol-proxy"
go build -o $(BUILD_DIR)/wol-proxy-$(GOOS)-$(GOARCH)-$(shell date +%Y-%m-%d) cmd/wol-proxy/wol-proxy.go
# Phony targets
.PHONY: all clean ui mac linux windows simple-responder test test-all test-dev
.PHONY: all clean ui mac linux windows simple-responder simple-responder-windows test test-all test-dev wol-proxy
+139 -152
View File
@@ -5,74 +5,165 @@
# llama-swap
llama-swap is a light weight, transparent proxy server that provides automatic model swapping to llama.cpp's server.
Run multiple LLM models on your machine and hot-swap between them as needed. llama-swap works with any OpenAI API-compatible server, giving you the flexibility to switch models without restarting your applications.
Written in golang, it is very easy to install (single binary with no dependencies) and configure (single yaml file). To get started, download a pre-built binary, a provided docker images or Homebrew.
Built in Go for performance and simplicity, llama-swap has zero dependencies and is incredibly easy to set up. Get started in minutes - just one binary and one configuration file.
## Features:
- ✅ Easy to deploy: single binary with no dependencies
- ✅ Easy to config: single yaml file
- ✅ Easy to deploy and configure: one binary, one configuration file. no external dependencies
- ✅ On-demand model switching
- ✅ Use any local OpenAI compatible server (llama.cpp, vllm, tabbyAPI, etc)
- future proof, upgrade your inference servers at any time.
- ✅ OpenAI API supported endpoints:
- `v1/completions`
- `v1/chat/completions`
- `v1/embeddings`
- `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-server (llama.cpp) supported endpoints:
- ✅ llama-server (llama.cpp) supported endpoints
- `v1/rerank`, `v1/reranking`, `/rerank`
- `/infill` - for code infilling
- `/completion` - for completion endpoint
- ✅ llama-swap custom API endpoints
- ✅ llama-swap API
- `/ui` - web UI
- `/log` - remote log monitoring
- `/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))
- `/upstream/:model_id` - direct access to upstream server ([demo](https://github.com/mostlygeek/llama-swap/pull/31))
- `/models/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))
- `/log` - remote log monitoring
- `/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)
- Reliable Docker and Podman support using `cmd` and `cmdStop` together
- ✅ Full control over server settings per model
- ✅ Preload models on startup with `hooks` ([#235](https://github.com/mostlygeek/llama-swap/pull/235))
-Customizable
- 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`
- Reliable Docker and Podman support using `cmd` and `cmdStop` together
- Preload models on startup with `hooks` ([#235](https://github.com/mostlygeek/llama-swap/pull/235))
### Web UI
llama-swap includes a real time web interface for monitoring logs and controlling models:
<img width="1360" height="963" alt="image" src="https://github.com/user-attachments/assets/adef4a8e-de0b-49db-885a-8f6dedae6799" />
The Activity Page shows recent requests:
<img width="1360" height="963" alt="image" src="https://github.com/user-attachments/assets/5f3edee6-d03a-4ae5-ae06-b20ac1f135bd" />
## Installation
llama-swap can be installed in multiple ways
1. Docker
2. Homebrew (OSX and Linux)
3. WinGet
4. From release binaries
5. From source
### Docker Install ([download images](https://github.com/mostlygeek/llama-swap/pkgs/container/llama-swap))
Nightly container images with llama-swap and llama-server are built for multiple platforms (cuda, vulkan, intel, etc).
```shell
$ docker pull ghcr.io/mostlygeek/llama-swap:cuda
# run with a custom configuration and models directory
$ docker run -it --rm --runtime nvidia -p 9292:8080 \
-v /path/to/models:/models \
-v /path/to/custom/config.yaml:/app/config.yaml \
ghcr.io/mostlygeek/llama-swap:cuda
```
<details>
<summary>
more examples
</summary>
```shell
# pull latest images per platform
docker pull ghcr.io/mostlygeek/llama-swap:cpu
docker pull ghcr.io/mostlygeek/llama-swap:cuda
docker pull ghcr.io/mostlygeek/llama-swap:vulkan
docker pull ghcr.io/mostlygeek/llama-swap:intel
docker pull ghcr.io/mostlygeek/llama-swap:musa
# tagged llama-swap, platform and llama-server version images
docker pull ghcr.io/mostlygeek/llama-swap:v166-cuda-b6795
```
</details>
### Homebrew Install (macOS/Linux)
```shell
brew tap mostlygeek/llama-swap
brew install llama-swap
llama-swap --config path/to/config.yaml --listen localhost:8080
```
### WinGet Install (Windows)
> [!NOTE]
> WinGet is maintained by community contributor [Dvd-Znf](https://github.com/Dvd-Znf) ([#327](https://github.com/mostlygeek/llama-swap/issues/327)). It is not an official part of llama-swap.
```shell
# install
C:\> winget install llama-swap
# upgrade
C:\> winget upgrade llama-swap
```
### Pre-built Binaries
Binaries are available on the [release](https://github.com/mostlygeek/llama-swap/releases) page for Linux, Mac, Windows and FreeBSD.
### Building from source
1. Building requires Go and Node.js (for UI).
1. `git clone https://github.com/mostlygeek/llama-swap.git`
1. `make clean all`
1. look in the `build/` subdirectory for the llama-swap binary
## Configuration
```yaml
# minimum viable config.yaml
models:
model1:
cmd: llama-server --port ${PORT} --model /path/to/model.gguf
```
That's all you need to get started:
1. `models` - holds all model configurations
2. `model1` - the ID used in API calls
3. `cmd` - the command to run to start the server.
4. `${PORT}` - an automatically assigned port number
Almost all configuration settings are optional and can be added one step at a time:
- Advanced features
- `groups` to run multiple models at once
- `hooks` to run things on startup
- `macros` reusable snippets
- Model customization
- `ttl` to automatically unload models
- `aliases` to use familiar model names (e.g., "gpt-4o-mini")
- `env` to pass custom environment variables to inference servers
- `cmdStop` gracefully stop Docker/Podman containers
- `useModelName` to override model names sent to upstream servers
- `${PORT}` automatic port variables for dynamic port assignment
- `filters` rewrite parts of requests before sending to the upstream server
See the [configuration documentation](docs/configuration.md) for all options.
## How does llama-swap work?
When a request is made to an OpenAI compatible endpoint, llama-swap will extract the `model` value and load the appropriate server configuration to serve it. If the wrong upstream server is running, it will be replaced with the correct one. This is where the "swap" part comes in. The upstream server is automatically swapped to the correct one to serve the request.
When a request is made to an OpenAI compatible endpoint, llama-swap will extract the `model` value and load the appropriate server configuration to serve it. If the wrong upstream server is running, it will be replaced with the correct one. This is where the "swap" part comes in. The upstream server is automatically swapped to handle the request correctly.
In the most basic configuration llama-swap handles one model at a time. For more advanced use cases, the `groups` feature allows multiple models to be loaded at the same time. You have complete control over how your system resources are used.
## config.yaml
llama-swap is managed entirely through a yaml configuration file.
It can be very minimal to start:
```yaml
models:
"qwen2.5":
cmd: |
/path/to/llama-server
-hf bartowski/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M
--port ${PORT}
```
However, there are many more capabilities that llama-swap supports:
- `groups` to run multiple models at once
- `ttl` to automatically unload models
- `macros` for reusable snippets
- `aliases` to use familiar model names (e.g., "gpt-4o-mini")
- `env` to pass custom environment variables to inference servers
- `cmdStop` for to gracefully stop Docker/Podman containers
- `useModelName` to override model names sent to upstream servers
- `healthCheckTimeout` to control model startup wait times
- `${PORT}` automatic port variables for dynamic port assignment
See the [configuration documentation](https://github.com/mostlygeek/llama-swap/wiki/Configuration) in the wiki all options and examples.
## Reverse Proxy Configuration (nginx)
If you deploy llama-swap behind nginx, disable response buffering for streaming endpoints. By default, nginx buffers responses which breaks ServerSent Events (SSE) and streaming chat completion. ([#236](https://github.com/mostlygeek/llama-swap/issues/236))
@@ -97,111 +188,7 @@ location /v1/chat/completions {
As a safeguard, llama-swap also sets `X-Accel-Buffering: no` on SSE responses. However, explicitly disabling `proxy_buffering` at your reverse proxy is still recommended for reliable streaming behavior.
## Web UI
llama-swap includes a real time web interface for monitoring logs and models:
<img width="1360" height="963" alt="image" src="https://github.com/user-attachments/assets/adef4a8e-de0b-49db-885a-8f6dedae6799" />
The Activity Page shows recent requests:
<img width="1360" height="963" alt="image" src="https://github.com/user-attachments/assets/5f3edee6-d03a-4ae5-ae06-b20ac1f135bd" />
## Installation
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
$ docker run -it --rm -p 9292:8080 ghcr.io/mostlygeek/llama-swap:cpu
# qwen2.5 0.5B
$ curl -s http://localhost:9292/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer no-key" \
-d '{"model":"qwen2.5","messages": [{"role": "user","content": "tell me a joke"}]}' | \
jq -r '.choices[0].message.content'
# SmolLM2 135M
$ curl -s http://localhost:9292/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer no-key" \
-d '{"model":"smollm2","messages": [{"role": "user","content": "tell me a joke"}]}' | \
jq -r '.choices[0].message.content'
```
<details>
<summary>Docker images are built nightly with llama-server for cuda, intel, vulcan and musa.</summary>
They include:
- `ghcr.io/mostlygeek/llama-swap:cpu`
- `ghcr.io/mostlygeek/llama-swap:cuda`
- `ghcr.io/mostlygeek/llama-swap:intel`
- `ghcr.io/mostlygeek/llama-swap:vulkan`
- ROCm disabled until fixed in llama.cpp container
Specific versions are also available and are tagged with the llama-swap, architecture and llama.cpp versions. For example: `ghcr.io/mostlygeek/llama-swap:v89-cuda-b4716`
Beyond the demo you will likely want to run the containers with your downloaded models and custom configuration.
```shell
$ docker run -it --rm --runtime nvidia -p 9292:8080 \
-v /path/to/models:/models \
-v /path/to/custom/config.yaml:/app/config.yaml \
ghcr.io/mostlygeek/llama-swap:cuda
```
</details>
### Homebrew Install (macOS/Linux)
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).
1. Run the binary with `llama-swap --config path/to/config.yaml --listen localhost:8080`.
Available flags:
- `--config`: Path to the configuration file (default: `config.yaml`).
- `--listen`: Address and port to listen on (default: `:8080`).
- `--version`: Show version information and exit.
- `--watch-config`: Automatically reload the configuration file when it changes. This will wait for in-flight requests to complete then stop all running models (default: `false`).
### Building from source
1. Build requires golang and nodejs for the user interface.
1. `git clone https://github.com/mostlygeek/llama-swap.git`
1. `make clean all`
1. Binaries will be in `build/` subdirectory
## Monitoring Logs
Open the `http://<host>:<port>/` with your browser to get a web interface with streaming logs.
CLI access is also supported:
## Monitoring Logs on the CLI
```shell
# sends up to the last 10KB of logs
@@ -227,11 +214,11 @@ curl -Ns 'http://host/logs/stream?no-history'
Any OpenAI compatible server would work. llama-swap was originally designed for llama-server and it is the best supported.
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.
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 for proper shutdown.
## Star History
> [!NOTE]
> ⭐️ Star this project to help others discover it!
> ⭐️ Star this project to help others discover it!
[![Star History Chart](https://api.star-history.com/svg?repos=mostlygeek/llama-swap&type=Date)](https://www.star-history.com/#mostlygeek/llama-swap&Date)
+27
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@@ -0,0 +1,27 @@
# wol-proxy
wol-proxy automatically wakes up a suspended llama-swap server using Wake-on-LAN when requests are received.
When a request arrives and llama-swap is unavailable, wol-proxy sends a WOL packet and holds the request until the server becomes available. If the server doesn't respond within the timeout period (default: 60 seconds), the request is dropped.
This utility helps conserve energy by allowing GPU-heavy servers to remain suspended when idle, as they can consume hundreds of watts even when not actively processing requests.
## Usage
```shell
# minimal
$ ./wol-proxy -mac BA:DC:0F:FE:E0:00 -upstream http://192.168.1.13:8080
# everything
$ ./wol-proxy -mac BA:DC:0F:FE:E0:00 -upstream http://192.168.1.13:8080 \
# use debug log level
-log debug \
# altenerative listening port
-listen localhost:9999 \
# seconds to hold requests waiting for upstream to be ready
-timeout 30
```
## API
`GET /status` - that's it. Everything else is proxied to the upstream server.
+319
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@@ -0,0 +1,319 @@
package main
import (
"bufio"
"context"
"errors"
"flag"
"fmt"
"io"
"log/slog"
"net"
"net/http"
"net/http/httputil"
"net/url"
"os"
"os/signal"
"strings"
"sync"
"time"
)
var (
flagMac = flag.String("mac", "", "mac address to send WoL packet to")
flagUpstream = flag.String("upstream", "", "upstream proxy address to send requests to")
flagListen = flag.String("listen", ":8080", "listen address to listen on")
flagLog = flag.String("log", "info", "log level (debug, info, warn, error)")
flagTimeout = flag.Int("timeout", 60, "seconds requests wait for upstream response before failing")
)
func main() {
flag.Parse()
switch *flagLog {
case "debug":
slog.SetLogLoggerLevel(slog.LevelDebug)
case "info":
slog.SetLogLoggerLevel(slog.LevelInfo)
case "warn":
slog.SetLogLoggerLevel(slog.LevelWarn)
case "error":
slog.SetLogLoggerLevel(slog.LevelError)
default:
slog.Error("invalid log level", "logLevel", *flagLog)
return
}
// Validate flags
if *flagListen == "" {
slog.Error("listen address is required")
return
}
if *flagMac == "" {
slog.Error("mac address is required")
return
}
if *flagTimeout < 1 {
slog.Error("timeout must be greater than 0")
return
}
var upstreamURL *url.URL
var err error
// validate mac address
if _, err = net.ParseMAC(*flagMac); err != nil {
slog.Error("invalid mac address", "error", err)
return
}
if *flagUpstream == "" {
slog.Error("upstream proxy address is required")
return
} else {
upstreamURL, err = url.ParseRequestURI(*flagUpstream)
if err != nil {
slog.Error("error parsing upstream url", "error", err)
return
}
}
proxy := newProxy(upstreamURL)
server := &http.Server{
Addr: *flagListen,
Handler: proxy,
}
// start the server
go func() {
slog.Info("server starting on", "address", *flagListen)
if err := server.ListenAndServe(); err != nil {
slog.Error("error starting server", "error", err)
}
}()
// graceful shutdown
ctx, _ := signal.NotifyContext(context.Background(), os.Interrupt)
<-ctx.Done()
server.Close()
}
type upstreamStatus string
const (
notready upstreamStatus = "not ready"
ready upstreamStatus = "ready"
)
type proxyServer struct {
upstreamProxy *httputil.ReverseProxy
failCount int
statusMutex sync.RWMutex
status upstreamStatus
}
func newProxy(url *url.URL) *proxyServer {
p := httputil.NewSingleHostReverseProxy(url)
proxy := &proxyServer{
upstreamProxy: p,
status: notready,
failCount: 0,
}
// start a goroutine to monitor upstream status via SSE
go func() {
eventsUrl := url.Scheme + "://" + url.Host + "/api/events"
client := &http.Client{
Timeout: 0, // No timeout for SSE connection
}
waitDuration := 10 * time.Second
for {
slog.Debug("connecting to SSE endpoint", "url", eventsUrl)
req, err := http.NewRequest("GET", eventsUrl, nil)
if err != nil {
slog.Warn("failed to create SSE request", "error", err)
proxy.setStatus(notready)
proxy.incFail(1)
time.Sleep(waitDuration)
continue
}
req.Header.Set("Accept", "text/event-stream")
req.Header.Set("Cache-Control", "no-cache")
req.Header.Set("Connection", "keep-alive")
resp, err := client.Do(req)
if err != nil {
slog.Error("failed to connect to SSE endpoint", "error", err)
proxy.setStatus(notready)
proxy.incFail(1)
time.Sleep(10 * time.Second)
continue
}
if resp.StatusCode != http.StatusOK {
slog.Warn("SSE endpoint returned non-OK status", "status", resp.StatusCode)
_, _ = io.Copy(io.Discard, resp.Body)
_ = resp.Body.Close()
proxy.setStatus(notready)
proxy.incFail(1)
time.Sleep(10 * time.Second)
continue
}
// Successfully connected to SSE endpoint
slog.Info("connected to SSE endpoint, upstream ready")
proxy.setStatus(ready)
proxy.resetFailures()
// Read from the SSE stream to detect disconnection
scanner := bufio.NewScanner(resp.Body)
// use a fairly large buffer to avoid scanner errors when reading large SSE events
buf := make([]byte, 0, 1024*1024*2)
scanner.Buffer(buf, 1024*1024*2)
events := 0
if slog.Default().Enabled(context.Background(), slog.LevelDebug) {
fmt.Print("Events: ")
}
for scanner.Scan() {
if slog.Default().Enabled(context.Background(), slog.LevelDebug) {
// Just read the events to keep connection alive
// We don't need to process the event data
events++
fmt.Printf("%d, ", events)
}
}
fmt.Println()
if err := scanner.Err(); err != nil {
slog.Error("error reading from SSE stream", "error", err)
}
// Connection closed or error occurred
_ = resp.Body.Close()
slog.Info("SSE connection closed, upstream not ready")
proxy.setStatus(notready)
proxy.incFail(1)
// Wait before reconnecting
time.Sleep(waitDuration)
}
}()
return proxy
}
func (p *proxyServer) ServeHTTP(w http.ResponseWriter, r *http.Request) {
if r.Method == "GET" && r.URL.Path == "/status" {
status := string(p.getStatus())
failCount := p.getFailures()
w.Header().Set("Content-Type", "text/plain")
w.WriteHeader(200)
fmt.Fprintf(w, "status: %s\n", status)
fmt.Fprintf(w, "failures: %d\n", failCount)
return
}
if p.getStatus() == notready {
path := r.URL.Path
if strings.HasPrefix(path, "/api/events") {
slog.Debug("Skipping wake up", "req", path)
w.WriteHeader(http.StatusNoContent)
return
}
slog.Info("upstream not ready, sending magic packet", "req", path, "from", r.RemoteAddr)
if err := sendMagicPacket(*flagMac); err != nil {
slog.Warn("failed to send magic WoL packet", "error", err)
}
ticker := time.NewTicker(250 * time.Millisecond)
timeout, cancel := context.WithTimeout(context.Background(), time.Duration(*flagTimeout)*time.Second)
defer cancel()
loop:
for {
select {
case <-timeout.Done():
slog.Info("timeout waiting for upstream to be ready")
http.Error(w, "timeout", http.StatusRequestTimeout)
return
case <-ticker.C:
if p.getStatus() == ready {
ticker.Stop()
break loop
}
}
}
}
p.upstreamProxy.ServeHTTP(w, r)
}
func (p *proxyServer) getStatus() upstreamStatus {
p.statusMutex.RLock()
defer p.statusMutex.RUnlock()
return p.status
}
func (p *proxyServer) setStatus(status upstreamStatus) {
p.statusMutex.Lock()
defer p.statusMutex.Unlock()
p.status = status
}
func (p *proxyServer) incFail(num int) {
p.statusMutex.Lock()
defer p.statusMutex.Unlock()
p.failCount += num
}
func (p *proxyServer) getFailures() int {
p.statusMutex.RLock()
defer p.statusMutex.RUnlock()
return p.failCount
}
func (p *proxyServer) resetFailures() {
p.statusMutex.Lock()
defer p.statusMutex.Unlock()
p.failCount = 0
}
func sendMagicPacket(macAddr string) error {
hwAddr, err := net.ParseMAC(macAddr)
if err != nil {
return err
}
if len(hwAddr) != 6 {
return errors.New("invalid MAC address")
}
// Create the magic packet.
packet := make([]byte, 102)
// Add 6 bytes of 0xFF.
for i := 0; i < 6; i++ {
packet[i] = 0xFF
}
// Repeat the MAC address 16 times.
for i := 1; i <= 16; i++ {
copy(packet[i*6:], hwAddr)
}
// Send the packet using UDP.
addr := net.UDPAddr{
IP: net.IPv4bcast,
Port: 9,
}
conn, err := net.DialUDP("udp", nil, &addr)
if err != nil {
return err
}
defer conn.Close()
_, err = conn.Write(packet)
return err
}
+12
View File
@@ -35,6 +35,14 @@ metricsMaxInMemory: 1000
# - it is automatically incremented for every model that uses it
startPort: 10001
# sendLoadingState: inject loading status updates into the reasoning (thinking)
# field
# - optional, default: false
# - when true, a stream of loading messages will be sent to the client in the
# reasoning field so chat UIs can show that loading is in progress.
# - see #366 for more details
sendLoadingState: true
# macros: a dictionary of string substitutions
# - optional, default: empty dictionary
# - macros are reusable snippets
@@ -184,6 +192,10 @@ models:
# - recommended to be omitted and the default used
concurrencyLimit: 0
# sendLoadingState: overrides the global sendLoadingState setting for this model
# - optional, default: undefined (use global setting)
sendLoadingState: false
# Unlisted model example:
"qwen-unlisted":
# unlisted: boolean, true or false
+25 -3
View File
@@ -2,7 +2,29 @@ ARG BASE_TAG=server-cuda
FROM ghcr.io/ggml-org/llama.cpp:${BASE_TAG}
# has to be after the FROM
ARG LS_VER=89
ARG LS_VER=170
# Set default UID/GID arguments
ARG UID=10001
ARG GID=10001
ARG USER_HOME=/app
# Add user/group
ENV HOME=$USER_HOME
RUN if [ $UID -ne 0 ]; then \
if [ $GID -ne 0 ]; then \
addgroup --system --gid $GID app; \
fi; \
adduser --system --no-create-home --uid $UID --gid $GID \
--home $USER_HOME app; \
fi
# Handle paths
RUN mkdir --parents $HOME /app
RUN chown --recursive $UID:$GID $HOME /app
# Switch user
USER $UID:$GID
WORKDIR /app
RUN \
@@ -10,7 +32,7 @@ RUN \
tar -zxf llama-swap_"${LS_VER}"_linux_amd64.tar.gz && \
rm llama-swap_"${LS_VER}"_linux_amd64.tar.gz
COPY config.example.yaml /app/config.yaml
COPY --chown=$UID:$GID config.example.yaml /app/config.yaml
HEALTHCHECK CMD curl -f http://localhost:8080/ || exit 1
ENTRYPOINT [ "/app/llama-swap", "-config", "/app/config.yaml" ]
ENTRYPOINT [ "/app/llama-swap", "-config", "/app/config.yaml" ]
+386
View File
@@ -0,0 +1,386 @@
# config.yaml
llama-swap is designed to be very simple: one binary, one configuration file.
## minimal viable config
```yaml
models:
model1:
cmd: llama-server --port ${PORT} --model /path/to/model.gguf
```
This is enough to launch `llama-server` to serve `model1`. Of course, llama-swap is about making it possible to serve many models:
```yaml
models:
model1:
cmd: llama-server --port ${PORT} -m /path/to/model.gguf
model2:
cmd: llama-server --port ${PORT} -m /path/to/another_model.gguf
model3:
cmd: llama-server --port ${PORT} -m /path/to/third_model.gguf
```
With this configuration models will be hot swapped and loaded on demand. The special `${PORT}` macro provides a unique port per model. Useful if you want to run multiple models at the same time with the `groups` feature.
## Advanced control with `cmd`
llama-swap is also about customizability. You can use any CLI flag available:
```yaml
models:
model1:
cmd: | # support for multi-line
llama-server --PORT ${PORT} -m /path/to/model.gguf
--ctx-size 8192
--jinja
--cache-type-k q8_0
--cache-type-v q8_0
```
## Support for any OpenAI API compatible server
llama-swap supports any OpenAI API compatible server. If you can run it on the CLI llama-swap will be able to manage it. Even if it's run in Docker or Podman containers.
```yaml
models:
"Q3-30B-CODER-VLLM":
name: "Qwen3 30B Coder vllm AWQ (Q3-30B-CODER-VLLM)"
# cmdStop provides a reliable way to stop containers
cmdStop: docker stop vllm-coder
cmd: |
docker run --init --rm --name vllm-coder
--runtime=nvidia --gpus '"device=2,3"'
--shm-size=16g
-v /mnt/nvme/vllm-cache:/root/.cache
-v /mnt/ssd-extra/models:/models -p ${PORT}:8000
vllm/vllm-openai:v0.10.0
--model "/models/cpatonn/Qwen3-Coder-30B-A3B-Instruct-AWQ"
--served-model-name "Q3-30B-CODER-VLLM"
--enable-expert-parallel
--swap-space 16
--max-num-seqs 512
--max-model-len 65536
--max-seq-len-to-capture 65536
--gpu-memory-utilization 0.9
--tensor-parallel-size 2
--trust-remote-code
```
## Many more features..
llama-swap supports many more features to customize how you want to manage your environment.
| Feature | Description |
| --------- | ---------------------------------------------- |
| `ttl` | automatic unloading of models after a timeout |
| `macros` | reusable snippets to use in configurations |
| `groups` | run multiple models at a time |
| `hooks` | event driven functionality |
| `env` | define environment variables per model |
| `aliases` | serve a model with different names |
| `filters` | modify requests before sending to the upstream |
| `...` | And many more tweaks |
## Full Configuration Example
> [!NOTE]
> This is a copy of `config.example.yaml`. Always check that for the most up to date examples.
```yaml
# llama-swap YAML configuration example
# -------------------------------------
#
# 💡 Tip - Use an LLM with this file!
# ====================================
# This example configuration is written to be LLM friendly. Try
# copying this file into an LLM and asking it to explain or generate
# sections for you.
# ====================================
# Usage notes:
# - Below are all the available configuration options for llama-swap.
# - Settings noted as "required" must be in your configuration file
# - Settings noted as "optional" can be omitted
# healthCheckTimeout: number of seconds to wait for a model to be ready to serve requests
# - optional, default: 120
# - minimum value is 15 seconds, anything less will be set to this value
healthCheckTimeout: 500
# logLevel: sets the logging value
# - optional, default: info
# - 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 ${PORT} macro can be used in model.cmd and model.proxy settings
# - it is automatically incremented for every model that uses it
startPort: 10001
# macros: a dictionary of string substitutions
# - optional, default: empty dictionary
# - macros are reusable snippets
# - used in a model's cmd, cmdStop, proxy, checkEndpoint, filters.stripParams
# - useful for reducing common configuration settings
# - macro names are strings and must be less than 64 characters
# - macro names must match the regex ^[a-zA-Z0-9_-]+$
# - macro names must not be a reserved name: PORT or MODEL_ID
# - macro values can be numbers, bools, or strings
# - macros can contain other macros, but they must be defined before they are used
macros:
# Example of a multi-line macro
"latest-llama": >
/path/to/llama-server/llama-server-ec9e0301
--port ${PORT}
"default_ctx": 4096
# Example of macro-in-macro usage. macros can contain other macros
# but they must be previously declared.
"default_args": "--ctx-size ${default_ctx}"
# models: a dictionary of model configurations
# - required
# - each key is the model's ID, used in API requests
# - model settings have default values that are used if they are not defined here
# - the model's ID is available in the ${MODEL_ID} macro, also available in macros defined above
# - below are examples of the all the settings a model can have
models:
# keys are the model names used in API requests
"llama":
# macros: a dictionary of string substitutions specific to this model
# - optional, default: empty dictionary
# - macros defined here override macros defined in the global macros section
# - model level macros follow the same rules as global macros
macros:
"default_ctx": 16384
"temp": 0.7
# cmd: the command to run to start the inference server.
# - required
# - it is just a string, similar to what you would run on the CLI
# - using `|` allows for comments in the command, these will be parsed out
# - macros can be used within cmd
cmd: |
# ${latest-llama} is a macro that is defined above
${latest-llama}
--model path/to/llama-8B-Q4_K_M.gguf
--ctx-size ${default_ctx}
--temperature ${temp}
# name: a display name for the model
# - optional, default: empty string
# - if set, it will be used in the v1/models API response
# - if not set, it will be omitted in the JSON model record
name: "llama 3.1 8B"
# description: a description for the model
# - optional, default: empty string
# - if set, it will be used in the v1/models API response
# - if not set, it will be omitted in the JSON model record
description: "A small but capable model used for quick testing"
# env: define an array of environment variables to inject into cmd's environment
# - optional, default: empty array
# - each value is a single string
# - in the format: ENV_NAME=value
env:
- "CUDA_VISIBLE_DEVICES=0,1,2"
# proxy: the URL where llama-swap routes API requests
# - optional, default: http://localhost:${PORT}
# - if you used ${PORT} in cmd this can be omitted
# - if you use a custom port in cmd this *must* be set
proxy: http://127.0.0.1:8999
# aliases: alternative model names that this model configuration is used for
# - optional, default: empty array
# - aliases must be unique globally
# - useful for impersonating a specific model
aliases:
- "gpt-4o-mini"
- "gpt-3.5-turbo"
# checkEndpoint: URL path to check if the server is ready
# - optional, default: /health
# - endpoint is expected to return an HTTP 200 response
# - all requests wait until the endpoint is ready or fails
# - use "none" to skip endpoint health checking
checkEndpoint: /custom-endpoint
# ttl: automatically unload the model after ttl seconds
# - optional, default: 0
# - ttl values must be a value greater than 0
# - a value of 0 disables automatic unloading of the model
ttl: 60
# useModelName: override the model name that is sent to upstream server
# - optional, default: ""
# - useful for when the upstream server expects a specific model name that
# is different from the model's ID
useModelName: "qwen:qwq"
# filters: a dictionary of filter settings
# - optional, default: empty dictionary
# - only stripParams is currently supported
filters:
# stripParams: a comma separated list of parameters to remove from the request
# - optional, default: ""
# - useful for server side enforcement of sampling parameters
# - the `model` parameter can never be removed
# - can be any JSON key in the request body
# - recommended to stick to sampling parameters
stripParams: "temperature, top_p, top_k"
# metadata: a dictionary of arbitrary values that are included in /v1/models
# - optional, default: empty dictionary
# - while metadata can contains complex types it is recommended to keep it simple
# - metadata is only passed through in /v1/models responses
metadata:
# port will remain an integer
port: ${PORT}
# the ${temp} macro will remain a float
temperature: ${temp}
note: "The ${MODEL_ID} is running on port ${PORT} temp=${temp}, context=${default_ctx}"
a_list:
- 1
- 1.23
- "macros are OK in list and dictionary types: ${MODEL_ID}"
an_obj:
a: "1"
b: 2
# objects can contain complex types with macro substitution
# becomes: c: [0.7, false, "model: llama"]
c: ["${temp}", false, "model: ${MODEL_ID}"]
# concurrencyLimit: overrides the allowed number of active parallel requests to a model
# - optional, default: 0
# - useful for limiting the number of active parallel requests a model can process
# - must be set per model
# - any number greater than 0 will override the internal default value of 10
# - any requests that exceeds the limit will receive an HTTP 429 Too Many Requests response
# - recommended to be omitted and the default used
concurrencyLimit: 0
# Unlisted model example:
"qwen-unlisted":
# unlisted: boolean, true or false
# - optional, default: false
# - unlisted models do not show up in /v1/models api requests
# - can be requested as normal through all apis
unlisted: true
cmd: llama-server --port ${PORT} -m Llama-3.2-1B-Instruct-Q4_K_M.gguf -ngl 0
# Docker example:
# container runtimes like Docker and Podman can be used reliably with
# a combination of cmd, cmdStop, and ${MODEL_ID}
"docker-llama":
proxy: "http://127.0.0.1:${PORT}"
cmd: |
docker run --name ${MODEL_ID}
--init --rm -p ${PORT}:8080 -v /mnt/nvme/models:/models
ghcr.io/ggml-org/llama.cpp:server
--model '/models/Qwen2.5-Coder-0.5B-Instruct-Q4_K_M.gguf'
# cmdStop: command to run to stop the model gracefully
# - optional, default: ""
# - useful for stopping commands managed by another system
# - the upstream's process id is available in the ${PID} macro
#
# When empty, llama-swap has this default behaviour:
# - on POSIX systems: a SIGTERM signal is sent
# - on Windows, calls taskkill to stop the process
# - processes have 5 seconds to shutdown until forceful termination is attempted
cmdStop: docker stop ${MODEL_ID}
# groups: a dictionary of group settings
# - optional, default: empty dictionary
# - provides advanced controls over model swapping behaviour
# - using groups some models can be kept loaded indefinitely, while others are swapped out
# - model IDs must be defined in the Models section
# - a model can only be a member of one group
# - group behaviour is controlled via the `swap`, `exclusive` and `persistent` fields
# - see issue #109 for details
#
# NOTE: the example below uses model names that are not defined above for demonstration purposes
groups:
# group1 works the same as the default behaviour of llama-swap where only one model is allowed
# to run a time across the whole llama-swap instance
"group1":
# swap: controls the model swapping behaviour in within the group
# - optional, default: true
# - true : only one model is allowed to run at a time
# - false: all models can run together, no swapping
swap: true
# exclusive: controls how the group affects other groups
# - optional, default: true
# - true: causes all other groups to unload when this group runs a model
# - false: does not affect other groups
exclusive: true
# members references the models defined above
# required
members:
- "llama"
- "qwen-unlisted"
# Example:
# - in group2 all models can run at the same time
# - when a different group is loaded it causes all running models in this group to unload
"group2":
swap: false
# exclusive: false does not unload other groups when a model in group2 is requested
# - the models in group2 will be loaded but will not unload any other groups
exclusive: false
members:
- "docker-llama"
- "modelA"
- "modelB"
# Example:
# - a persistent group, prevents other groups from unloading it
"forever":
# persistent: prevents over groups from unloading the models in this group
# - optional, default: false
# - does not affect individual model behaviour
persistent: true
# set swap/exclusive to false to prevent swapping inside the group
# and the unloading of other groups
swap: false
exclusive: false
members:
- "forever-modelA"
- "forever-modelB"
- "forever-modelc"
# hooks: a dictionary of event triggers and actions
# - optional, default: empty dictionary
# - the only supported hook is on_startup
hooks:
# on_startup: a dictionary of actions to perform on startup
# - optional, default: empty dictionary
# - the only supported action is preload
on_startup:
# preload: a list of model ids to load on startup
# - optional, default: empty list
# - model names must match keys in the models sections
# - when preloading multiple models at once, define a group
# otherwise models will be loaded and swapped out
preload:
- "llama"
```
Binary file not shown.

Before

Width:  |  Height:  |  Size: 51 KiB

+10
View File
@@ -129,6 +129,9 @@ type Config struct {
// hooks, see: #209
Hooks HooksConfig `yaml:"hooks"`
// send loading state in reasoning
SendLoadingState bool `yaml:"sendLoadingState"`
}
func (c *Config) RealModelName(search string) (string, bool) {
@@ -350,6 +353,13 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
)
}
// if sendLoadingState is nil, set it to the global config value
// see #366
if modelConfig.SendLoadingState == nil {
v := config.SendLoadingState // copy it
modelConfig.SendLoadingState = &v
}
config.Models[modelId] = modelConfig
}
+29 -22
View File
@@ -160,6 +160,8 @@ groups:
t.Fatalf("Failed to load config: %v", err)
}
modelLoadingState := false
expected := Config{
LogLevel: "info",
StartPort: 5800,
@@ -171,36 +173,41 @@ groups:
Preload: []string{"model1", "model2"},
},
},
SendLoadingState: false,
Models: map[string]ModelConfig{
"model1": {
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8080",
Aliases: []string{"m1", "model-one"},
Env: []string{"VAR1=value1", "VAR2=value2"},
CheckEndpoint: "/health",
Name: "Model 1",
Description: "This is model 1",
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8080",
Aliases: []string{"m1", "model-one"},
Env: []string{"VAR1=value1", "VAR2=value2"},
CheckEndpoint: "/health",
Name: "Model 1",
Description: "This is model 1",
SendLoadingState: &modelLoadingState,
},
"model2": {
Cmd: "path/to/server --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
Cmd: "path/to/server --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
SendLoadingState: &modelLoadingState,
},
"model3": {
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
SendLoadingState: &modelLoadingState,
},
"model4": {
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
SendLoadingState: &modelLoadingState,
},
},
HealthCheckTimeout: 15,
+31 -24
View File
@@ -152,44 +152,51 @@ groups:
t.Fatalf("Failed to load config: %v", err)
}
modelLoadingState := false
expected := Config{
LogLevel: "info",
StartPort: 5800,
Macros: MacroList{
{"svr-path", "path/to/server"},
},
SendLoadingState: false,
Models: map[string]ModelConfig{
"model1": {
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8080",
Aliases: []string{"m1", "model-one"},
Env: []string{"VAR1=value1", "VAR2=value2"},
CheckEndpoint: "/health",
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8080",
Aliases: []string{"m1", "model-one"},
Env: []string{"VAR1=value1", "VAR2=value2"},
CheckEndpoint: "/health",
SendLoadingState: &modelLoadingState,
},
"model2": {
Cmd: "path/to/server --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
Cmd: "path/to/server --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
SendLoadingState: &modelLoadingState,
},
"model3": {
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
SendLoadingState: &modelLoadingState,
},
"model4": {
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
SendLoadingState: &modelLoadingState,
},
},
HealthCheckTimeout: 15,
+3
View File
@@ -35,6 +35,9 @@ type ModelConfig struct {
// Metadata: see #264
// Arbitrary metadata that can be exposed through the API
Metadata map[string]any `yaml:"metadata"`
// override global setting
SendLoadingState *bool `yaml:"sendLoadingState"`
}
func (m *ModelConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
+21 -1
View File
@@ -50,5 +50,25 @@ models:
}
})
}
}
func TestConfig_ModelSendLoadingState(t *testing.T) {
content := `
sendLoadingState: true
models:
model1:
cmd: path/to/cmd --port ${PORT}
sendLoadingState: false
model2:
cmd: path/to/cmd --port ${PORT}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.True(t, config.SendLoadingState)
if assert.NotNil(t, config.Models["model1"].SendLoadingState) {
assert.False(t, *config.Models["model1"].SendLoadingState)
}
if assert.NotNil(t, config.Models["model2"].SendLoadingState) {
assert.True(t, *config.Models["model2"].SendLoadingState)
}
}
-184
View File
@@ -1,184 +0,0 @@
package proxy
import (
"bytes"
"fmt"
"io"
"net/http"
"strings"
"time"
"github.com/gin-gonic/gin"
"github.com/tidwall/gjson"
)
type MetricsRecorder struct {
metricsMonitor *MetricsMonitor
realModelName string
// isStreaming bool
startTime time.Time
}
// 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,
startTime: time.Now(),
},
}
c.Writer = writer
c.Next()
// check for streaming response
if strings.Contains(c.Writer.Header().Get("Content-Type"), "text/event-stream") {
writer.metricsRecorder.processStreamingResponse(writer.body)
} else {
writer.metricsRecorder.processNonStreamingResponse(writer.body)
}
}
}
func (rec *MetricsRecorder) parseAndRecordMetrics(jsonData gjson.Result) bool {
usage := jsonData.Get("usage")
timings := jsonData.Get("timings")
if !usage.Exists() && !timings.Exists() {
return false
}
// default values
cachedTokens := -1 // unknown or missing data
outputTokens := 0
inputTokens := 0
// timings data
tokensPerSecond := -1.0
promptPerSecond := -1.0
durationMs := int(time.Since(rec.startTime).Milliseconds())
if usage.Exists() {
outputTokens = int(jsonData.Get("usage.completion_tokens").Int())
inputTokens = int(jsonData.Get("usage.prompt_tokens").Int())
}
// use llama-server's timing data for tok/sec and duration as it is more accurate
if timings.Exists() {
inputTokens = int(jsonData.Get("timings.prompt_n").Int())
outputTokens = int(jsonData.Get("timings.predicted_n").Int())
promptPerSecond = jsonData.Get("timings.prompt_per_second").Float()
tokensPerSecond = jsonData.Get("timings.predicted_per_second").Float()
durationMs = int(jsonData.Get("timings.prompt_ms").Float() + jsonData.Get("timings.predicted_ms").Float())
if cachedValue := jsonData.Get("timings.cache_n"); cachedValue.Exists() {
cachedTokens = int(cachedValue.Int())
}
}
rec.metricsMonitor.addMetrics(TokenMetrics{
Timestamp: time.Now(),
Model: rec.realModelName,
CachedTokens: cachedTokens,
InputTokens: inputTokens,
OutputTokens: outputTokens,
PromptPerSecond: promptPerSecond,
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()
}
+198 -15
View File
@@ -1,12 +1,18 @@
package proxy
import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"strings"
"sync"
"time"
"github.com/gin-gonic/gin"
"github.com/mostlygeek/llama-swap/event"
"github.com/mostlygeek/llama-swap/proxy/config"
"github.com/tidwall/gjson"
)
// TokenMetrics represents parsed token statistics from llama-server logs
@@ -31,21 +37,18 @@ func (e TokenMetricsEvent) Type() uint32 {
return TokenMetricsEventID // defined in events.go
}
// MetricsMonitor parses llama-server output for token statistics
type MetricsMonitor struct {
// metricsMonitor parses llama-server output for token statistics
type metricsMonitor struct {
mu sync.RWMutex
metrics []TokenMetrics
maxMetrics int
nextID int
logger *LogMonitor
}
func NewMetricsMonitor(config *config.Config) *MetricsMonitor {
maxMetrics := config.MetricsMaxInMemory
if maxMetrics <= 0 {
maxMetrics = 1000 // Default fallback
}
mp := &MetricsMonitor{
func newMetricsMonitor(logger *LogMonitor, maxMetrics int) *metricsMonitor {
mp := &metricsMonitor{
logger: logger,
maxMetrics: maxMetrics,
}
@@ -53,7 +56,7 @@ func NewMetricsMonitor(config *config.Config) *MetricsMonitor {
}
// addMetrics adds a new metric to the collection and publishes an event
func (mp *MetricsMonitor) addMetrics(metric TokenMetrics) {
func (mp *metricsMonitor) addMetrics(metric TokenMetrics) {
mp.mu.Lock()
defer mp.mu.Unlock()
@@ -66,8 +69,8 @@ func (mp *MetricsMonitor) addMetrics(metric TokenMetrics) {
event.Emit(TokenMetricsEvent{Metrics: metric})
}
// GetMetrics returns a copy of the current metrics
func (mp *MetricsMonitor) GetMetrics() []TokenMetrics {
// getMetrics returns a copy of the current metrics
func (mp *metricsMonitor) getMetrics() []TokenMetrics {
mp.mu.RLock()
defer mp.mu.RUnlock()
@@ -76,9 +79,189 @@ func (mp *MetricsMonitor) GetMetrics() []TokenMetrics {
return result
}
// GetMetricsJSON returns metrics as JSON
func (mp *MetricsMonitor) GetMetricsJSON() ([]byte, error) {
// getMetricsJSON returns metrics as JSON
func (mp *metricsMonitor) getMetricsJSON() ([]byte, error) {
mp.mu.RLock()
defer mp.mu.RUnlock()
return json.Marshal(mp.metrics)
}
// wrapHandler wraps the proxy handler to extract token metrics
// if wrapHandler returns an error it is safe to assume that no
// data was sent to the client
func (mp *metricsMonitor) wrapHandler(
modelID string,
writer gin.ResponseWriter,
request *http.Request,
next func(modelID string, w http.ResponseWriter, r *http.Request) error,
) error {
recorder := newBodyCopier(writer)
if err := next(modelID, recorder, request); err != nil {
return err
}
// after this point we have to assume that data was sent to the client
// and we can only log errors but not send them to clients
if recorder.Status() != http.StatusOK {
mp.logger.Warnf("metrics skipped, HTTP status=%d, path=%s", recorder.Status(), request.URL.Path)
return nil
}
body := recorder.body.Bytes()
if len(body) == 0 {
mp.logger.Warn("metrics skipped, empty body")
return nil
}
if strings.Contains(recorder.Header().Get("Content-Type"), "text/event-stream") {
if tm, err := processStreamingResponse(modelID, recorder.StartTime(), body); err != nil {
mp.logger.Warnf("error processing streaming response: %v, path=%s", err, request.URL.Path)
} else {
mp.addMetrics(tm)
}
} else {
if gjson.ValidBytes(body) {
if tm, err := parseMetrics(modelID, recorder.StartTime(), gjson.ParseBytes(body)); err != nil {
mp.logger.Warnf("error parsing metrics: %v, path=%s", err, request.URL.Path)
} else {
mp.addMetrics(tm)
}
} else {
mp.logger.Warnf("metrics skipped, invalid JSON in response body path=%s", request.URL.Path)
}
}
return nil
}
func processStreamingResponse(modelID string, start time.Time, body []byte) (TokenMetrics, error) {
// Iterate **backwards** through the body looking for the data payload with
// usage data. This avoids allocating a slice of all lines via bytes.Split.
// Start from the end of the body and scan backwards for newlines
pos := len(body)
for pos > 0 {
// Find the previous newline (or start of body)
lineStart := bytes.LastIndexByte(body[:pos], '\n')
if lineStart == -1 {
lineStart = 0
} else {
lineStart++ // Move past the newline
}
line := bytes.TrimSpace(body[lineStart:pos])
pos = lineStart - 1 // Move position before the newline for next iteration
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) {
return parseMetrics(modelID, start, gjson.ParseBytes(data))
}
}
return TokenMetrics{}, fmt.Errorf("no valid JSON data found in stream")
}
func parseMetrics(modelID string, start time.Time, jsonData gjson.Result) (TokenMetrics, error) {
usage := jsonData.Get("usage")
timings := jsonData.Get("timings")
if !usage.Exists() && !timings.Exists() {
return TokenMetrics{}, fmt.Errorf("no usage or timings data found")
}
// default values
cachedTokens := -1 // unknown or missing data
outputTokens := 0
inputTokens := 0
// timings data
tokensPerSecond := -1.0
promptPerSecond := -1.0
durationMs := int(time.Since(start).Milliseconds())
if usage.Exists() {
outputTokens = int(jsonData.Get("usage.completion_tokens").Int())
inputTokens = int(jsonData.Get("usage.prompt_tokens").Int())
}
// use llama-server's timing data for tok/sec and duration as it is more accurate
if timings.Exists() {
inputTokens = int(jsonData.Get("timings.prompt_n").Int())
outputTokens = int(jsonData.Get("timings.predicted_n").Int())
promptPerSecond = jsonData.Get("timings.prompt_per_second").Float()
tokensPerSecond = jsonData.Get("timings.predicted_per_second").Float()
durationMs = int(jsonData.Get("timings.prompt_ms").Float() + jsonData.Get("timings.predicted_ms").Float())
if cachedValue := jsonData.Get("timings.cache_n"); cachedValue.Exists() {
cachedTokens = int(cachedValue.Int())
}
}
return TokenMetrics{
Timestamp: time.Now(),
Model: modelID,
CachedTokens: cachedTokens,
InputTokens: inputTokens,
OutputTokens: outputTokens,
PromptPerSecond: promptPerSecond,
TokensPerSecond: tokensPerSecond,
DurationMs: durationMs,
}, nil
}
// responseBodyCopier records the response body and writes to the original response writer
// while also capturing it in a buffer for later processing
type responseBodyCopier struct {
gin.ResponseWriter
body *bytes.Buffer
tee io.Writer
start time.Time
}
func newBodyCopier(w gin.ResponseWriter) *responseBodyCopier {
bodyBuffer := &bytes.Buffer{}
return &responseBodyCopier{
ResponseWriter: w,
body: bodyBuffer,
tee: io.MultiWriter(w, bodyBuffer),
}
}
func (w *responseBodyCopier) Write(b []byte) (int, error) {
if w.start.IsZero() {
w.start = time.Now()
}
// Single write operation that writes to both the response and buffer
return w.tee.Write(b)
}
func (w *responseBodyCopier) WriteHeader(statusCode int) {
w.ResponseWriter.WriteHeader(statusCode)
}
func (w *responseBodyCopier) Header() http.Header {
return w.ResponseWriter.Header()
}
func (w *responseBodyCopier) StartTime() time.Time {
return w.start
}
+693
View File
@@ -0,0 +1,693 @@
package proxy
import (
"encoding/json"
"net/http"
"net/http/httptest"
"sync"
"testing"
"time"
"github.com/gin-gonic/gin"
"github.com/mostlygeek/llama-swap/event"
"github.com/stretchr/testify/assert"
)
func TestMetricsMonitor_AddMetrics(t *testing.T) {
t.Run("adds metrics and assigns ID", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
metric := TokenMetrics{
Model: "test-model",
InputTokens: 100,
OutputTokens: 50,
}
mm.addMetrics(metric)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, 0, metrics[0].ID)
assert.Equal(t, "test-model", metrics[0].Model)
assert.Equal(t, 100, metrics[0].InputTokens)
assert.Equal(t, 50, metrics[0].OutputTokens)
})
t.Run("increments ID for each metric", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
for i := 0; i < 5; i++ {
mm.addMetrics(TokenMetrics{Model: "model"})
}
metrics := mm.getMetrics()
assert.Equal(t, 5, len(metrics))
for i := 0; i < 5; i++ {
assert.Equal(t, i, metrics[i].ID)
}
})
t.Run("respects max metrics limit", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 3)
// Add 5 metrics
for i := 0; i < 5; i++ {
mm.addMetrics(TokenMetrics{
Model: "model",
InputTokens: i,
})
}
metrics := mm.getMetrics()
assert.Equal(t, 3, len(metrics))
// Should keep the last 3 metrics (IDs 2, 3, 4)
assert.Equal(t, 2, metrics[0].ID)
assert.Equal(t, 3, metrics[1].ID)
assert.Equal(t, 4, metrics[2].ID)
})
t.Run("emits TokenMetricsEvent", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
receivedEvent := make(chan TokenMetricsEvent, 1)
cancel := event.On(func(e TokenMetricsEvent) {
receivedEvent <- e
})
defer cancel()
metric := TokenMetrics{
Model: "test-model",
InputTokens: 100,
OutputTokens: 50,
}
mm.addMetrics(metric)
select {
case evt := <-receivedEvent:
assert.Equal(t, 0, evt.Metrics.ID)
assert.Equal(t, "test-model", evt.Metrics.Model)
assert.Equal(t, 100, evt.Metrics.InputTokens)
assert.Equal(t, 50, evt.Metrics.OutputTokens)
case <-time.After(1 * time.Second):
t.Fatal("timeout waiting for event")
}
})
}
func TestMetricsMonitor_GetMetrics(t *testing.T) {
t.Run("returns empty slice when no metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
metrics := mm.getMetrics()
assert.NotNil(t, metrics)
assert.Equal(t, 0, len(metrics))
})
t.Run("returns copy of metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
mm.addMetrics(TokenMetrics{Model: "model1"})
mm.addMetrics(TokenMetrics{Model: "model2"})
metrics1 := mm.getMetrics()
metrics2 := mm.getMetrics()
// Verify we got copies
assert.Equal(t, 2, len(metrics1))
assert.Equal(t, 2, len(metrics2))
// Modify the returned slice shouldn't affect the original
metrics1[0].Model = "modified"
metrics3 := mm.getMetrics()
assert.Equal(t, "model1", metrics3[0].Model)
})
}
func TestMetricsMonitor_GetMetricsJSON(t *testing.T) {
t.Run("returns valid JSON for empty metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
jsonData, err := mm.getMetricsJSON()
assert.NoError(t, err)
assert.NotNil(t, jsonData)
var metrics []TokenMetrics
err = json.Unmarshal(jsonData, &metrics)
assert.NoError(t, err)
assert.Equal(t, 0, len(metrics))
})
t.Run("returns valid JSON with metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
mm.addMetrics(TokenMetrics{
Model: "model1",
InputTokens: 100,
OutputTokens: 50,
TokensPerSecond: 25.5,
})
mm.addMetrics(TokenMetrics{
Model: "model2",
InputTokens: 200,
OutputTokens: 100,
TokensPerSecond: 30.0,
})
jsonData, err := mm.getMetricsJSON()
assert.NoError(t, err)
var metrics []TokenMetrics
err = json.Unmarshal(jsonData, &metrics)
assert.NoError(t, err)
assert.Equal(t, 2, len(metrics))
assert.Equal(t, "model1", metrics[0].Model)
assert.Equal(t, "model2", metrics[1].Model)
})
}
func TestMetricsMonitor_WrapHandler(t *testing.T) {
t.Run("successful non-streaming request with usage data", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := `{
"usage": {
"prompt_tokens": 100,
"completion_tokens": 50
}
}`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, "test-model", metrics[0].Model)
assert.Equal(t, 100, metrics[0].InputTokens)
assert.Equal(t, 50, metrics[0].OutputTokens)
})
t.Run("successful request with timings data", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := `{
"timings": {
"prompt_n": 100,
"predicted_n": 50,
"prompt_per_second": 150.5,
"predicted_per_second": 25.5,
"prompt_ms": 500.0,
"predicted_ms": 1500.0,
"cache_n": 20
}
}`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, "test-model", metrics[0].Model)
assert.Equal(t, 100, metrics[0].InputTokens)
assert.Equal(t, 50, metrics[0].OutputTokens)
assert.Equal(t, 20, metrics[0].CachedTokens)
assert.Equal(t, 150.5, metrics[0].PromptPerSecond)
assert.Equal(t, 25.5, metrics[0].TokensPerSecond)
assert.Equal(t, 2000, metrics[0].DurationMs) // 500 + 1500
})
t.Run("streaming request with SSE format", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
// Note: SSE format requires proper line breaks - each data line followed by blank line
responseBody := `data: {"choices":[{"text":"Hello"}]}
data: {"choices":[{"text":" World"}]}
data: {"usage":{"prompt_tokens":10,"completion_tokens":20},"timings":{"prompt_n":10,"predicted_n":20,"prompt_per_second":100.0,"predicted_per_second":50.0,"prompt_ms":100.0,"predicted_ms":400.0}}
data: [DONE]
`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "text/event-stream")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, "test-model", metrics[0].Model)
// When timings data is present, it takes precedence
assert.Equal(t, 10, metrics[0].InputTokens)
assert.Equal(t, 20, metrics[0].OutputTokens)
})
t.Run("non-OK status code does not record metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.WriteHeader(http.StatusBadRequest)
w.Write([]byte("error"))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
t.Run("empty response body does not record metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.WriteHeader(http.StatusOK)
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
t.Run("invalid JSON does not record metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte("not valid json"))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err) // Errors after response is sent are logged, not returned
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
t.Run("next handler error is propagated", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
expectedErr := assert.AnError
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
return expectedErr
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.Equal(t, expectedErr, err)
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
t.Run("response without usage or timings does not record metrics", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := `{"result": "ok"}`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err) // Errors after response is sent are logged, not returned
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
}
func TestMetricsMonitor_ResponseBodyCopier(t *testing.T) {
t.Run("captures response body", func(t *testing.T) {
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
copier := newBodyCopier(ginCtx.Writer)
testData := []byte("test response body")
n, err := copier.Write(testData)
assert.NoError(t, err)
assert.Equal(t, len(testData), n)
assert.Equal(t, testData, copier.body.Bytes())
assert.Equal(t, string(testData), rec.Body.String())
})
t.Run("sets start time on first write", func(t *testing.T) {
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
copier := newBodyCopier(ginCtx.Writer)
assert.True(t, copier.StartTime().IsZero())
copier.Write([]byte("test"))
assert.False(t, copier.StartTime().IsZero())
})
t.Run("preserves headers", func(t *testing.T) {
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
copier := newBodyCopier(ginCtx.Writer)
copier.Header().Set("X-Test", "value")
assert.Equal(t, "value", rec.Header().Get("X-Test"))
})
t.Run("preserves status code", func(t *testing.T) {
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
copier := newBodyCopier(ginCtx.Writer)
copier.WriteHeader(http.StatusCreated)
// Gin's ResponseWriter tracks status internally
assert.Equal(t, http.StatusCreated, copier.Status())
})
}
func TestMetricsMonitor_Concurrent(t *testing.T) {
t.Run("concurrent addMetrics is safe", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 1000)
var wg sync.WaitGroup
numGoroutines := 10
metricsPerGoroutine := 100
for i := 0; i < numGoroutines; i++ {
wg.Add(1)
go func(id int) {
defer wg.Done()
for j := 0; j < metricsPerGoroutine; j++ {
mm.addMetrics(TokenMetrics{
Model: "test-model",
InputTokens: id*1000 + j,
OutputTokens: j,
})
}
}(i)
}
wg.Wait()
metrics := mm.getMetrics()
assert.Equal(t, numGoroutines*metricsPerGoroutine, len(metrics))
})
t.Run("concurrent reads and writes are safe", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 100)
done := make(chan bool)
// Writer goroutine
go func() {
for i := 0; i < 50; i++ {
mm.addMetrics(TokenMetrics{Model: "test-model"})
time.Sleep(1 * time.Millisecond)
}
done <- true
}()
// Multiple reader goroutines
var wg sync.WaitGroup
for i := 0; i < 5; i++ {
wg.Add(1)
go func() {
defer wg.Done()
for j := 0; j < 20; j++ {
_ = mm.getMetrics()
_, _ = mm.getMetricsJSON()
time.Sleep(2 * time.Millisecond)
}
}()
}
<-done
wg.Wait()
// Final check
metrics := mm.getMetrics()
assert.Equal(t, 50, len(metrics))
})
}
func TestMetricsMonitor_ParseMetrics(t *testing.T) {
t.Run("prefers timings over usage data", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
// Timings should take precedence over usage
responseBody := `{
"usage": {
"prompt_tokens": 50,
"completion_tokens": 25
},
"timings": {
"prompt_n": 100,
"predicted_n": 50,
"prompt_per_second": 150.5,
"predicted_per_second": 25.5,
"prompt_ms": 500.0,
"predicted_ms": 1500.0
}
}`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
// Should use timings values, not usage values
assert.Equal(t, 100, metrics[0].InputTokens)
assert.Equal(t, 50, metrics[0].OutputTokens)
})
t.Run("handles missing cache_n in timings", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := `{
"timings": {
"prompt_n": 100,
"predicted_n": 50,
"prompt_per_second": 150.5,
"predicted_per_second": 25.5,
"prompt_ms": 500.0,
"predicted_ms": 1500.0
}
}`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "application/json")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, -1, metrics[0].CachedTokens) // Default value when not present
})
}
func TestMetricsMonitor_StreamingResponse(t *testing.T) {
t.Run("finds metrics in last valid SSE data", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
// Metrics should be found in the last data line before [DONE]
responseBody := `data: {"choices":[{"text":"First"}]}
data: {"choices":[{"text":"Second"}]}
data: {"usage":{"prompt_tokens":100,"completion_tokens":50}}
data: [DONE]
`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "text/event-stream")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 1, len(metrics))
assert.Equal(t, 100, metrics[0].InputTokens)
assert.Equal(t, 50, metrics[0].OutputTokens)
})
t.Run("handles streaming with no valid JSON", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := `data: not json
data: [DONE]
`
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "text/event-stream")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
assert.NoError(t, err) // Errors after response is sent are logged, not returned
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
t.Run("handles empty streaming response", func(t *testing.T) {
mm := newMetricsMonitor(testLogger, 10)
responseBody := ``
nextHandler := func(modelID string, w http.ResponseWriter, r *http.Request) error {
w.Header().Set("Content-Type", "text/event-stream")
w.WriteHeader(http.StatusOK)
w.Write([]byte(responseBody))
return nil
}
req := httptest.NewRequest("POST", "/test", nil)
rec := httptest.NewRecorder()
ginCtx, _ := gin.CreateTestContext(rec)
err := mm.wrapHandler("test-model", ginCtx.Writer, req, nextHandler)
// Empty body should not trigger WrapHandler processing
assert.NoError(t, err)
metrics := mm.getMetrics()
assert.Equal(t, 0, len(metrics))
})
}
// Benchmark tests
func BenchmarkMetricsMonitor_AddMetrics(b *testing.B) {
mm := newMetricsMonitor(testLogger, 1000)
metric := TokenMetrics{
Model: "test-model",
CachedTokens: 100,
InputTokens: 500,
OutputTokens: 250,
PromptPerSecond: 1200.5,
TokensPerSecond: 45.8,
DurationMs: 5000,
Timestamp: time.Now(),
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
mm.addMetrics(metric)
}
}
func BenchmarkMetricsMonitor_AddMetrics_SmallBuffer(b *testing.B) {
// Test performance with a smaller buffer where wrapping occurs more frequently
mm := newMetricsMonitor(testLogger, 100)
metric := TokenMetrics{
Model: "test-model",
CachedTokens: 100,
InputTokens: 500,
OutputTokens: 250,
PromptPerSecond: 1200.5,
TokensPerSecond: 45.8,
DurationMs: 5000,
Timestamp: time.Now(),
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
mm.addMetrics(metric)
}
}
+281 -4
View File
@@ -2,8 +2,10 @@ package proxy
import (
"context"
"encoding/json"
"errors"
"fmt"
"math/rand"
"net"
"net/http"
"net/http/httputil"
@@ -462,6 +464,12 @@ func (p *Process) checkHealthEndpoint(healthURL string) error {
}
func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
if p.reverseProxy == nil {
http.Error(w, fmt.Sprintf("No reverse proxy available for %s", p.ID), http.StatusInternalServerError)
return
}
requestBeginTime := time.Now()
var startDuration time.Duration
@@ -488,21 +496,65 @@ func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
p.inFlightRequests.Done()
}()
// for #366
// - extract streaming param from request context, should have been set by proxymanager
var srw *statusResponseWriter
swapCtx, cancelLoadCtx := context.WithCancel(r.Context())
// start the process on demand
if p.CurrentState() != StateReady {
// start a goroutine to stream loading status messages into the response writer
// add a sync so the streaming client only runs when the goroutine has exited
isStreaming, _ := r.Context().Value(proxyCtxKey("streaming")).(bool)
if p.config.SendLoadingState != nil && *p.config.SendLoadingState && isStreaming {
srw = newStatusResponseWriter(p, w)
go srw.statusUpdates(swapCtx)
} else {
p.proxyLogger.Debugf("<%s> SendLoadingState is nil or false, not streaming loading state", p.ID)
}
beginStartTime := time.Now()
if err := p.start(); err != nil {
errstr := fmt.Sprintf("unable to start process: %s", err)
http.Error(w, errstr, http.StatusBadGateway)
cancelLoadCtx()
if srw != nil {
srw.sendData(fmt.Sprintf("Unable to swap model err: %s\n", errstr))
// Wait for statusUpdates goroutine to finish writing its deferred "Done!" messages
// before closing the connection. Without this, the connection would close before
// the goroutine can write its cleanup messages, causing incomplete SSE output.
srw.waitForCompletion(100 * time.Millisecond)
} else {
http.Error(w, errstr, http.StatusBadGateway)
}
return
}
startDuration = time.Since(beginStartTime)
}
if p.reverseProxy != nil {
p.reverseProxy.ServeHTTP(w, r)
// should trigger srw to stop sending loading events ...
cancelLoadCtx()
// recover from http.ErrAbortHandler panics that can occur when the client
// disconnects before the response is sent
defer func() {
if r := recover(); r != nil {
if r == http.ErrAbortHandler {
p.proxyLogger.Infof("<%s> recovered from client disconnection during streaming", p.ID)
} else {
p.proxyLogger.Infof("<%s> recovered from panic: %v", p.ID, r)
}
}
}()
if srw != nil {
// Wait for the goroutine to finish writing its final messages
const completionTimeout = 1 * time.Second
if !srw.waitForCompletion(completionTimeout) {
p.proxyLogger.Warnf("<%s> status updates goroutine did not complete within %v, proceeding with proxy request", p.ID, completionTimeout)
}
p.reverseProxy.ServeHTTP(srw, r)
} else {
http.Error(w, fmt.Sprintf("No reverse proxy available for %s", p.ID), http.StatusInternalServerError)
p.reverseProxy.ServeHTTP(w, r)
}
totalTime := time.Since(requestBeginTime)
@@ -588,3 +640,228 @@ func (p *Process) cmdStopUpstreamProcess() error {
return nil
}
var loadingRemarks = []string{
"Still faster than your last standup meeting...",
"Reticulating splines...",
"Waking up the hamsters...",
"Teaching the model manners...",
"Convincing the GPU to participate...",
"Loading weights (they're heavy)...",
"Herding electrons...",
"Compiling excuses for the delay...",
"Downloading more RAM...",
"Asking the model nicely to boot up...",
"Bribing CUDA with cookies...",
"Still loading (blame VRAM)...",
"The model is fashionably late...",
"Warming up those tensors...",
"Making the neural net do push-ups...",
"Your patience is appreciated (really)...",
"Almost there (probably)...",
"Loading like it's 1999...",
"The model forgot where it put its keys...",
"Quantum tunneling through layers...",
"Negotiating with the PCIe bus...",
"Defrosting frozen parameters...",
"Teaching attention heads to focus...",
"Running the matrix (slowly)...",
"Untangling transformer blocks...",
"Calibrating the flux capacitor...",
"Spinning up the probability wheels...",
"Waiting for the GPU to wake from its nap...",
"Converting caffeine to compute...",
"Allocating virtual patience...",
"Performing arcane CUDA rituals...",
"The model is stuck in traffic...",
"Inflating embeddings...",
"Summoning computational demons...",
"Pleading with the OOM killer...",
"Calculating the meaning of life (still at 42)...",
"Training the training wheels...",
"Optimizing the optimizer...",
"Bootstrapping the bootstrapper...",
"Loading loading screen...",
"Processing processing logs...",
"Buffering buffer overflow jokes...",
"The model hit snooze...",
"Debugging the debugger...",
"Compiling the compiler...",
"Parsing the parser (meta)...",
"Tokenizing tokens...",
"Encoding the encoder...",
"Hashing hash browns...",
"Forking spoons (not forks)...",
"The model is contemplating existence...",
"Transcending dimensional barriers...",
"Invoking elder tensor gods...",
"Unfurling probability clouds...",
"Synchronizing parallel universes...",
"The GPU is having second thoughts...",
"Recalibrating reality matrices...",
"Time is an illusion, loading doubly so...",
"Convincing bits to flip themselves...",
"The model is reading its own documentation...",
}
type statusResponseWriter struct {
hasWritten bool
writer http.ResponseWriter
process *Process
wg sync.WaitGroup // Track goroutine completion
start time.Time
}
func newStatusResponseWriter(p *Process, w http.ResponseWriter) *statusResponseWriter {
s := &statusResponseWriter{
writer: w,
process: p,
start: time.Now(),
}
s.Header().Set("Content-Type", "text/event-stream") // SSE
s.Header().Set("Cache-Control", "no-cache") // no-cache
s.Header().Set("Connection", "keep-alive") // keep-alive
s.WriteHeader(http.StatusOK) // send status code 200
s.sendLine("━━━━━")
s.sendLine(fmt.Sprintf("llama-swap loading model: %s", p.ID))
return s
}
// statusUpdates sends status updates to the client while the model is loading
func (s *statusResponseWriter) statusUpdates(ctx context.Context) {
s.wg.Add(1)
defer s.wg.Done()
// Recover from panics caused by client disconnection
// Note: recover() only works within the same goroutine, so we need it here
defer func() {
if r := recover(); r != nil {
s.process.proxyLogger.Debugf("<%s> statusUpdates recovered from panic (likely client disconnect): %v", s.process.ID, r)
}
}()
defer func() {
duration := time.Since(s.start)
s.sendLine(fmt.Sprintf("\nDone! (%.2fs)", duration.Seconds()))
s.sendLine("━━━━━")
s.sendLine(" ")
}()
// Create a shuffled copy of loadingRemarks
remarks := make([]string, len(loadingRemarks))
copy(remarks, loadingRemarks)
rand.Shuffle(len(remarks), func(i, j int) {
remarks[i], remarks[j] = remarks[j], remarks[i]
})
ri := 0
// Pick a random duration to send a remark
nextRemarkIn := time.Duration(2+rand.Intn(4)) * time.Second
lastRemarkTime := time.Now()
ticker := time.NewTicker(time.Second)
defer ticker.Stop() // Ensure ticker is stopped to prevent resource leak
for {
select {
case <-ctx.Done():
return
case <-ticker.C:
if s.process.CurrentState() == StateReady {
return
}
// Check if it's time for a snarky remark
if time.Since(lastRemarkTime) >= nextRemarkIn {
remark := remarks[ri%len(remarks)]
ri++
s.sendLine(fmt.Sprintf("\n%s", remark))
lastRemarkTime = time.Now()
// Pick a new random duration for the next remark
nextRemarkIn = time.Duration(5+rand.Intn(5)) * time.Second
} else {
s.sendData(".")
}
}
}
}
// waitForCompletion waits for the statusUpdates goroutine to finish
func (s *statusResponseWriter) waitForCompletion(timeout time.Duration) bool {
done := make(chan struct{})
go func() {
s.wg.Wait()
close(done)
}()
select {
case <-done:
return true
case <-time.After(timeout):
return false
}
}
func (s *statusResponseWriter) sendLine(line string) {
s.sendData(line + "\n")
}
func (s *statusResponseWriter) sendData(data string) {
// Create the proper SSE JSON structure
type Delta struct {
ReasoningContent string `json:"reasoning_content"`
}
type Choice struct {
Delta Delta `json:"delta"`
}
type SSEMessage struct {
Choices []Choice `json:"choices"`
}
msg := SSEMessage{
Choices: []Choice{
{
Delta: Delta{
ReasoningContent: data,
},
},
},
}
jsonData, err := json.Marshal(msg)
if err != nil {
s.process.proxyLogger.Errorf("<%s> Failed to marshal SSE message: %v", s.process.ID, err)
return
}
// Write SSE formatted data, panic if not able to write
_, err = fmt.Fprintf(s.writer, "data: %s\n\n", jsonData)
if err != nil {
panic(fmt.Sprintf("<%s> Failed to write SSE data: %v", s.process.ID, err))
}
s.Flush()
}
func (s *statusResponseWriter) Header() http.Header {
return s.writer.Header()
}
func (s *statusResponseWriter) Write(data []byte) (int, error) {
return s.writer.Write(data)
}
func (s *statusResponseWriter) WriteHeader(statusCode int) {
if s.hasWritten {
return
}
s.hasWritten = true
s.writer.WriteHeader(statusCode)
s.Flush()
}
// Add Flush method
func (s *statusResponseWriter) Flush() {
if flusher, ok := s.writer.(http.Flusher); ok {
flusher.Flush()
}
}
+71
View File
@@ -494,3 +494,74 @@ func TestProcess_EnvironmentSetCorrectly(t *testing.T) {
assert.Equal(t, len(process1.cmd.Environ())+2, len(process2.cmd.Environ()), "process2 should have 2 more environment variables than process1")
}
// TestProcess_ReverseProxyPanicIsHandled tests that panics from
// httputil.ReverseProxy in Process.ProxyRequest(w, r) do not bubble up and are
// handled appropriately.
//
// httputil.ReverseProxy will panic with http.ErrAbortHandler when it has sent headers
// can't copy the body. This can be caused by a client disconnecting before the full
// response is sent from some reason.
//
// bug: https://github.com/mostlygeek/llama-swap/issues/362
// see: https://github.com/golang/go/issues/23643 (where panic was added to httputil.ReverseProxy)
func TestProcess_ReverseProxyPanicIsHandled(t *testing.T) {
// Add defer/recover to catch any panics that aren't handled by ProxyRequest
// If this recover() is hit, it means ProxyRequest didn't handle the panic properly
defer func() {
if r := recover(); r != nil {
t.Fatalf("ProxyRequest should handle panics from reverseProxy.ServeHTTP, but panic was not caught: %v", r)
}
}()
expectedMessage := "panic_test"
config := getTestSimpleResponderConfig(expectedMessage)
process := NewProcess("panic-test", 5, config, debugLogger, debugLogger)
defer process.Stop()
// Start the process
err := process.start()
assert.Nil(t, err)
assert.Equal(t, StateReady, process.CurrentState())
// Create a custom ResponseWriter that simulates a client disconnect
// by panicking when Write is called after headers are sent
panicWriter := &panicOnWriteResponseWriter{
ResponseRecorder: httptest.NewRecorder(),
shouldPanic: true,
}
// Make a request that will trigger the panic
req := httptest.NewRequest("GET", "/slow-respond?echo=test&delay=100ms", nil)
// This should panic inside reverseProxy.ServeHTTP when the panicWriter.Write() is called.
// ProxyRequest should catch and handle this panic gracefully.
process.ProxyRequest(panicWriter, req)
// If we get here, the panic was properly recovered in ProxyRequest
// The process should still be in a ready state
assert.Equal(t, StateReady, process.CurrentState())
}
// panicOnWriteResponseWriter is a ResponseWriter that panics on Write
// to simulate a client disconnect after headers are sent
// used by: TestProcess_ReverseProxyPanicIsHandled
type panicOnWriteResponseWriter struct {
*httptest.ResponseRecorder
shouldPanic bool
headerWritten bool
}
func (w *panicOnWriteResponseWriter) WriteHeader(statusCode int) {
w.headerWritten = true
w.ResponseRecorder.WriteHeader(statusCode)
}
func (w *panicOnWriteResponseWriter) Write(b []byte) (int, error) {
if w.shouldPanic && w.headerWritten {
// Simulate the panic that httputil.ReverseProxy throws
panic(http.ErrAbortHandler)
}
return w.ResponseRecorder.Write(b)
}
+67 -18
View File
@@ -25,6 +25,8 @@ const (
PROFILE_SPLIT_CHAR = ":"
)
type proxyCtxKey string
type ProxyManager struct {
sync.Mutex
@@ -36,7 +38,7 @@ type ProxyManager struct {
upstreamLogger *LogMonitor
muxLogger *LogMonitor
metricsMonitor *MetricsMonitor
metricsMonitor *metricsMonitor
processGroups map[string]*ProcessGroup
@@ -75,6 +77,13 @@ func New(config config.Config) *ProxyManager {
shutdownCtx, shutdownCancel := context.WithCancel(context.Background())
var maxMetrics int
if config.MetricsMaxInMemory <= 0 {
maxMetrics = 1000 // Default fallback
} else {
maxMetrics = config.MetricsMaxInMemory
}
pm := &ProxyManager{
config: config,
ginEngine: gin.New(),
@@ -83,7 +92,7 @@ func New(config config.Config) *ProxyManager {
muxLogger: stdoutLogger,
upstreamLogger: upstreamLogger,
metricsMonitor: NewMetricsMonitor(&config),
metricsMonitor: newMetricsMonitor(proxyLogger, maxMetrics),
processGroups: make(map[string]*ProcessGroup),
@@ -131,7 +140,15 @@ func New(config config.Config) *ProxyManager {
}
func (pm *ProxyManager) setupGinEngine() {
pm.ginEngine.Use(func(c *gin.Context) {
// don't log the Wake on Lan proxy health check
if c.Request.URL.Path == "/wol-health" {
c.Next()
return
}
// Start timer
start := time.Now()
@@ -185,27 +202,25 @@ func (pm *ProxyManager) setupGinEngine() {
c.Next()
})
mm := MetricsMiddleware(pm)
// Set up routes using the Gin engine
pm.ginEngine.POST("/v1/chat/completions", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/chat/completions", pm.proxyOAIHandler)
// Support legacy /v1/completions api, see issue #12
pm.ginEngine.POST("/v1/completions", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/completions", pm.proxyOAIHandler)
// Support embeddings and reranking
pm.ginEngine.POST("/v1/embeddings", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/embeddings", pm.proxyOAIHandler)
// llama-server's /reranking endpoint + aliases
pm.ginEngine.POST("/reranking", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/rerank", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/reranking", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/reranking", pm.proxyOAIHandler)
pm.ginEngine.POST("/rerank", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/reranking", pm.proxyOAIHandler)
// llama-server's /infill endpoint for code infilling
pm.ginEngine.POST("/infill", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/infill", pm.proxyOAIHandler)
// llama-server's /completion endpoint
pm.ginEngine.POST("/completion", mm, pm.proxyOAIHandler)
pm.ginEngine.POST("/completion", pm.proxyOAIHandler)
// Support audio/speech endpoint
pm.ginEngine.POST("/v1/audio/speech", pm.proxyOAIHandler)
@@ -235,6 +250,11 @@ func (pm *ProxyManager) setupGinEngine() {
c.String(http.StatusOK, "OK")
})
// see cmd/wol-proxy/wol-proxy.go, not logged
pm.ginEngine.GET("/wol-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 {
c.Data(http.StatusOK, "image/x-icon", data)
@@ -461,8 +481,23 @@ func (pm *ProxyManager) proxyToUpstream(c *gin.Context) {
}
// rewrite the path
originalPath := c.Request.URL.Path
c.Request.URL.Path = remainingPath
processGroup.ProxyRequest(realModelName, c.Writer, c.Request)
// attempt to record metrics if it is a POST request
if pm.metricsMonitor != nil && c.Request.Method == "POST" {
if err := pm.metricsMonitor.wrapHandler(realModelName, c.Writer, c.Request, processGroup.ProxyRequest); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error proxying metrics wrapped request: %s", err.Error()))
pm.proxyLogger.Errorf("Error proxying wrapped upstream request for model %s, path=%s", realModelName, originalPath)
return
}
} else {
if err := processGroup.ProxyRequest(realModelName, c.Writer, c.Request); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error proxying request: %s", err.Error()))
pm.proxyLogger.Errorf("Error proxying upstream request for model %s, path=%s", realModelName, originalPath)
return
}
}
}
func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
@@ -522,10 +557,24 @@ func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
c.Request.Header.Set("content-length", strconv.Itoa(len(bodyBytes)))
c.Request.ContentLength = int64(len(bodyBytes))
if err := processGroup.ProxyRequest(realModelName, c.Writer, c.Request); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error proxying request: %s", err.Error()))
pm.proxyLogger.Errorf("Error Proxying Request for processGroup %s and model %s", processGroup.id, realModelName)
return
// issue #366 extract values that downstream handlers may need
isStreaming := gjson.GetBytes(bodyBytes, "stream").Bool()
ctx := context.WithValue(c.Request.Context(), proxyCtxKey("streaming"), isStreaming)
ctx = context.WithValue(ctx, proxyCtxKey("model"), realModelName)
c.Request = c.Request.WithContext(ctx)
if pm.metricsMonitor != nil && c.Request.Method == "POST" {
if err := pm.metricsMonitor.wrapHandler(realModelName, c.Writer, c.Request, processGroup.ProxyRequest); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error proxying metrics wrapped request: %s", err.Error()))
pm.proxyLogger.Errorf("Error Proxying Metrics Wrapped Request for processGroup %s and model %s", processGroup.id, realModelName)
return
}
} else {
if err := processGroup.ProxyRequest(realModelName, c.Writer, c.Request); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error proxying request: %s", err.Error()))
pm.proxyLogger.Errorf("Error Proxying Request for processGroup %s and model %s", processGroup.id, realModelName)
return
}
}
}
+2 -2
View File
@@ -180,7 +180,7 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
sendLogData("proxy", pm.proxyLogger.GetHistory())
sendLogData("upstream", pm.upstreamLogger.GetHistory())
sendModels()
sendMetrics(pm.metricsMonitor.GetMetrics())
sendMetrics(pm.metricsMonitor.getMetrics())
for {
select {
@@ -198,7 +198,7 @@ func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
}
func (pm *ProxyManager) apiGetMetrics(c *gin.Context) {
jsonData, err := pm.metricsMonitor.GetMetricsJSON()
jsonData, err := pm.metricsMonitor.getMetricsJSON()
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": "failed to get metrics"})
return
-70
View File
@@ -911,76 +911,6 @@ func TestProxyManager_FiltersStripParams(t *testing.T) {
// t.Logf("%v", response)
}
func TestProxyManager_MiddlewareWritesMetrics_NonStreaming(t *testing.T) {
config := config.AddDefaultGroupToConfig(config.Config{
HealthCheckTimeout: 15,
Models: map[string]config.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 := CreateTestResponseRecorder()
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 := config.AddDefaultGroupToConfig(config.Config{
HealthCheckTimeout: 15,
Models: map[string]config.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 := CreateTestResponseRecorder()
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 := config.AddDefaultGroupToConfig(config.Config{
HealthCheckTimeout: 15,
+3 -3
View File
@@ -3975,9 +3975,9 @@
}
},
"node_modules/vite": {
"version": "6.3.5",
"resolved": "https://registry.npmjs.org/vite/-/vite-6.3.5.tgz",
"integrity": "sha512-cZn6NDFE7wdTpINgs++ZJ4N49W2vRp8LCKrn3Ob1kYNtOo21vfDoaV5GzBfLU4MovSAB8uNRm4jgzVQZ+mBzPQ==",
"version": "6.4.1",
"resolved": "https://registry.npmjs.org/vite/-/vite-6.4.1.tgz",
"integrity": "sha512-+Oxm7q9hDoLMyJOYfUYBuHQo+dkAloi33apOPP56pzj+vsdJDzr+j1NISE5pyaAuKL4A3UD34qd0lx5+kfKp2g==",
"dev": true,
"license": "MIT",
"dependencies": {
+278 -20
View File
@@ -191,42 +191,300 @@ function ModelsPanel() {
);
}
interface HistogramData {
bins: number[];
min: number;
max: number;
binSize: number;
p99: number;
p95: number;
p50: number;
}
function TokenHistogram({ data }: { data: HistogramData }) {
const { bins, min, max, p50, p95, p99 } = data;
const maxCount = Math.max(...bins);
const height = 120;
const padding = { top: 10, right: 15, bottom: 25, left: 45 };
// Use viewBox for responsive sizing
const viewBoxWidth = 600;
const chartWidth = viewBoxWidth - padding.left - padding.right;
const chartHeight = height - padding.top - padding.bottom;
const barWidth = chartWidth / bins.length;
const range = max - min;
// Calculate x position for a given value
const getXPosition = (value: number) => {
return padding.left + ((value - min) / range) * chartWidth;
};
return (
<div className="mt-2 w-full">
<svg
viewBox={`0 0 ${viewBoxWidth} ${height}`}
className="w-full h-auto"
preserveAspectRatio="xMidYMid meet"
>
{/* Y-axis */}
<line
x1={padding.left}
y1={padding.top}
x2={padding.left}
y2={height - padding.bottom}
stroke="currentColor"
strokeWidth="1"
opacity="0.3"
/>
{/* X-axis */}
<line
x1={padding.left}
y1={height - padding.bottom}
x2={viewBoxWidth - padding.right}
y2={height - padding.bottom}
stroke="currentColor"
strokeWidth="1"
opacity="0.3"
/>
{/* Histogram bars */}
{bins.map((count, i) => {
const barHeight = maxCount > 0 ? (count / maxCount) * chartHeight : 0;
const x = padding.left + i * barWidth;
const y = height - padding.bottom - barHeight;
const binStart = min + i * data.binSize;
const binEnd = binStart + data.binSize;
return (
<g key={i}>
<rect
x={x}
y={y}
width={Math.max(barWidth - 1, 1)}
height={barHeight}
fill="currentColor"
opacity="0.6"
className="text-blue-500 dark:text-blue-400 hover:opacity-90 transition-opacity cursor-pointer"
/>
<title>{`${binStart.toFixed(1)} - ${binEnd.toFixed(1)} tokens/sec\nCount: ${count}`}</title>
</g>
);
})}
{/* Percentile lines */}
<line
x1={getXPosition(p50)}
y1={padding.top}
x2={getXPosition(p50)}
y2={height - padding.bottom}
stroke="currentColor"
strokeWidth="2"
strokeDasharray="4 2"
opacity="0.7"
className="text-gray-600 dark:text-gray-400"
/>
<line
x1={getXPosition(p95)}
y1={padding.top}
x2={getXPosition(p95)}
y2={height - padding.bottom}
stroke="currentColor"
strokeWidth="2"
strokeDasharray="4 2"
opacity="0.7"
className="text-orange-500 dark:text-orange-400"
/>
<line
x1={getXPosition(p99)}
y1={padding.top}
x2={getXPosition(p99)}
y2={height - padding.bottom}
stroke="currentColor"
strokeWidth="2"
strokeDasharray="4 2"
opacity="0.7"
className="text-green-500 dark:text-green-400"
/>
{/* X-axis labels */}
<text
x={padding.left}
y={height - 5}
fontSize="10"
fill="currentColor"
opacity="0.6"
textAnchor="start"
>
{min.toFixed(1)}
</text>
<text
x={viewBoxWidth - padding.right}
y={height - 5}
fontSize="10"
fill="currentColor"
opacity="0.6"
textAnchor="end"
>
{max.toFixed(1)}
</text>
{/* X-axis label */}
<text
x={padding.left + chartWidth / 2}
y={height - 2}
fontSize="10"
fill="currentColor"
opacity="0.6"
textAnchor="middle"
>
Tokens/Second Distribution
</text>
</svg>
</div>
);
}
function StatsPanel() {
const { metrics } = useAPI();
const [totalRequests, totalInputTokens, totalOutputTokens, avgTokensPerSecond] = useMemo(() => {
const [totalRequests, totalInputTokens, totalOutputTokens, tokenStats, histogramData] = useMemo(() => {
const totalRequests = metrics.length;
if (totalRequests === 0) {
return [0, 0, 0];
return [0, 0, 0, { p99: 0, p95: 0, p50: 0 }, null];
}
const totalInputTokens = metrics.reduce((sum, m) => sum + m.input_tokens, 0);
const totalOutputTokens = 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, totalInputTokens, totalOutputTokens, avgTokensPerSecond];
// Calculate token statistics using output_tokens and duration_ms
// Filter out metrics with invalid duration or output tokens
const validMetrics = metrics.filter((m) => m.duration_ms > 0 && m.output_tokens > 0);
if (validMetrics.length === 0) {
return [totalRequests, totalInputTokens, totalOutputTokens, { p99: 0, p95: 0, p50: 0 }, null];
}
// Calculate tokens/second for each valid metric
const tokensPerSecond = validMetrics.map((m) => m.output_tokens / (m.duration_ms / 1000));
// Sort for percentile calculation
const sortedTokensPerSecond = [...tokensPerSecond].sort((a, b) => a - b);
// Calculate percentiles - showing speed thresholds where X% of requests are SLOWER (below)
// P99: 99% of requests are slower than this speed (99th percentile - fast requests)
// P95: 95% of requests are slower than this speed (95th percentile)
// P50: 50% of requests are slower than this speed (median)
const p99 = sortedTokensPerSecond[Math.floor(sortedTokensPerSecond.length * 0.99)];
const p95 = sortedTokensPerSecond[Math.floor(sortedTokensPerSecond.length * 0.95)];
const p50 = sortedTokensPerSecond[Math.floor(sortedTokensPerSecond.length * 0.5)];
// Create histogram data
const min = Math.min(...tokensPerSecond);
const max = Math.max(...tokensPerSecond);
const binCount = Math.min(30, Math.max(10, Math.floor(tokensPerSecond.length / 5))); // Adaptive bin count
const binSize = (max - min) / binCount;
const bins = Array(binCount).fill(0);
tokensPerSecond.forEach((value) => {
const binIndex = Math.min(Math.floor((value - min) / binSize), binCount - 1);
bins[binIndex]++;
});
const histogramData = {
bins,
min,
max,
binSize,
p99,
p95,
p50,
};
return [
totalRequests,
totalInputTokens,
totalOutputTokens,
{
p99: p99.toFixed(2),
p95: p95.toFixed(2),
p50: p50.toFixed(2),
},
histogramData,
];
}, [metrics]);
const nf = new Intl.NumberFormat();
return (
<div className="card">
<div className="rounded-lg overflow-hidden border border-gray-200 dark:border-white/10">
<table className="w-full">
<thead>
<tr className="border-b border-gray-200 dark:border-white/10 text-right">
<th>Requests</th>
<th className="border-l border-gray-200 dark:border-white/10">Processed</th>
<th className="border-l border-gray-200 dark:border-white/10">Generated</th>
<th className="border-l border-gray-200 dark:border-white/10">Tokens/Sec</th>
<div className="rounded-lg overflow-hidden border border-card-border-inner">
<table className="min-w-full divide-y divide-card-border-inner">
<thead className="bg-secondary">
<tr>
<th className="px-4 py-3 text-left text-xs font-semibold uppercase tracking-wider text-txtmain">
Requests
</th>
<th className="px-4 py-3 text-left text-xs font-semibold uppercase tracking-wider text-txtmain border-l border-card-border-inner">
Processed
</th>
<th className="px-4 py-3 text-left text-xs font-semibold uppercase tracking-wider text-txtmain border-l border-card-border-inner">
Generated
</th>
<th className="px-4 py-3 text-left text-xs font-semibold uppercase tracking-wider text-txtmain border-l border-card-border-inner">
Token Stats (tokens/sec)
</th>
</tr>
</thead>
<tbody>
<tr className="text-right">
<td className="border-r border-gray-200 dark:border-white/10">{totalRequests}</td>
<td className="border-r border-gray-200 dark:border-white/10">
{new Intl.NumberFormat().format(totalInputTokens)}
<tbody className="bg-surface divide-y divide-card-border-inner">
<tr className="hover:bg-secondary">
<td className="px-4 py-4 text-sm font-semibold text-gray-900 dark:text-white">{totalRequests}</td>
<td className="px-4 py-4 text-sm text-gray-700 dark:text-gray-300 border-l border-gray-200 dark:border-white/10">
<div className="flex items-center gap-2">
<span className="text-sm font-medium">{nf.format(totalInputTokens)}</span>
<span className="text-xs text-gray-500 dark:text-gray-400">tokens</span>
</div>
</td>
<td className="border-r border-gray-200 dark:border-white/10">
{new Intl.NumberFormat().format(totalOutputTokens)}
<td className="px-4 py-4 text-sm text-gray-700 dark:text-gray-300 border-l border-gray-200 dark:border-white/10">
<div className="flex items-center gap-2">
<span className="text-sm font-medium">{nf.format(totalOutputTokens)}</span>
<span className="text-xs text-gray-500 dark:text-gray-400">tokens</span>
</div>
</td>
<td className="px-4 py-4 border-l border-gray-200 dark:border-white/10">
<div className="space-y-3">
<div className="grid grid-cols-3 gap-2 items-center">
<div className="text-center">
<div className="text-xs text-gray-500 dark:text-gray-400">P50</div>
<div className="mt-1 inline-block rounded-full bg-gray-100 dark:bg-white/5 px-3 py-1 text-sm font-semibold text-gray-800 dark:text-white">
{tokenStats.p50}
</div>
</div>
<div className="text-center">
<div className="text-xs text-gray-500 dark:text-gray-400">P95</div>
<div className="mt-1 inline-block rounded-full bg-gray-100 dark:bg-white/5 px-3 py-1 text-sm font-semibold text-gray-800 dark:text-white">
{tokenStats.p95}
</div>
</div>
<div className="text-center">
<div className="text-xs text-gray-500 dark:text-gray-400">P99</div>
<div className="mt-1 inline-block rounded-full bg-gray-100 dark:bg-white/5 px-3 py-1 text-sm font-semibold text-gray-800 dark:text-white">
{tokenStats.p99}
</div>
</div>
</div>
{histogramData && <TokenHistogram data={histogramData} />}
</div>
</td>
<td>{avgTokensPerSecond}</td>
</tr>
</tbody>
</table>