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...

35 Commits

Author SHA1 Message Date
Benson Wong db6715bec3 update golang.org/x/net -> v0.33.0 for dependabot 2024-12-20 11:28:32 -08:00
Benson Wong da5d9e8a6a fix HTTP logging so true path is printed 2024-12-20 11:25:01 -08:00
Benson Wong 84b667ca7a improve logging and error reporting for troubleshooting 2024-12-20 10:46:56 -08:00
Benson Wong 29657106fc add more OpenAI API supported in README 2024-12-20 10:08:20 -08:00
Benson Wong 9c8860471e support v1/rerank endpoint 2024-12-17 21:22:25 -08:00
Benson Wong 9b4e3f307e rename proxy handler 2024-12-17 17:25:10 -08:00
Benson Wong 6fe37c3abf support /v1/embeddings (#4) 2024-12-17 17:25:10 -08:00
Benson Wong 7f45493a37 Update README.md 2024-12-17 14:45:41 -08:00
Benson Wong 891f6a5b5a Add /upstream endpoint (#30)
* remove catch-all route to upstream proxy (it was broken anyways)
* add /upstream/:model_id to swap and route to upstream path
* add /upstream HTML endpoint and unlisted option
* add /upstream endpoint to show a list of available models
* add `unlisted` configuration option to omit a model from /v1/models and /upstream lists
* add favicon.ico
2024-12-17 14:37:44 -08:00
Benson Wong 7183f6b43d fix bad logging due to wrong []byte used #28 2024-12-16 16:22:14 -08:00
Benson Wong d89bfeb441 add .DS_Store to .gitignore 2024-12-16 12:30:31 -08:00
Benson Wong 9a0c6bed40 Improve stop exceptions (#28) (#29)
Stop Process TTL goroutine when process is not ready (#28)

- fix issue where the goroutine will continue even though the child
  process is no longer running and the Process' state is not Ready
- fix issue where some logs were going to stdout instead of p.logMonitor
  causing them to not show up in the /logs
- add units to unloading model message
2024-12-16 12:29:25 -08:00
Benson Wong d6ca535939 tweak release tagging so it is not based on number of commits 2024-12-14 15:46:10 -08:00
Benson Wong 27302c0c02 change llama-swap to use goreleaser default ldflag values 2024-12-14 10:30:06 -08:00
Benson Wong d4e22cceaa Fix security vulnerability with golang.org/x/crypto
- does not affect the project as llama-swap does not use the crypto
  libraries
- good practice to keep security deps updated!
2024-12-14 10:20:22 -08:00
Benson Wong 4c94927658 Move release to Makefile out of goreleaser
- less complexity
- easier
- goreleaser, github, pipelines: 1...  mostlygeek: 0
2024-12-14 10:16:46 -08:00
Benson Wong a955a4a5c0 create tag to release 2024-12-14 10:07:20 -08:00
Benson Wong 22d3f1a4f9 Change versioning to use git commits counts instead of semver
- less work for me
- more frequent releases
2024-12-14 09:53:13 -08:00
Benson Wong e2443251ad update readme 2024-12-09 19:14:49 -08:00
Benson Wong 5fbd53c616 delay TTL check until after all requests are complete (#25)
- fixes #25 where requests that last longer than the TTL will cause the
  process to be unloaded before the next request.
- new behavior, TTL waits until all requests are complete before
  checking timeout
2024-12-09 19:08:03 -08:00
Benson Wong 97dae50dc4 update readme 2024-12-08 21:34:16 -08:00
Benson Wong cb978f760f add web interface to /logs 2024-12-08 21:26:22 -08:00
Benson Wong 387f0ef6c4 use new timings data in server response in run-benchmark.sh 2024-12-03 20:48:36 -08:00
Benson Wong 18c134624d Add Access-Control-Allow-Origin CORS header to /v1/models endpoint
- match behavior of llama.cpp where the Origin in request is used
- add test for listModelsHandler
2024-12-03 15:53:59 -08:00
Benson Wong da2326bdc7 add example: optimizing code generation 2024-12-03 10:25:43 -08:00
Benson Wong da46545630 fix profile example in README 2024-12-01 10:13:31 -08:00
Benson Wong 04b4760e7e change profile split character to : (colon) (#21)
- change from `/` to `:` for multiple models loaded as part of a profile
- breaking change now, but allows for more compatibility with other inference engines that may have model references like `coding:Qwen/Qwen-2.5-Coder-32B`
2024-12-01 09:10:50 -08:00
Benson Wong 9fc5d5b5eb improve cmd parsing (#22)
Switch from using a naive strings.Fields() to shlex.Split() for parsing the model startup command into a string[]. This makes parsing much more reliable around newlines, quotes, etc.
2024-12-01 09:02:58 -08:00
Benson Wong cf82b3c633 Improve Concurrency and Parallel Request Handling (#19)
Rewrite the swap behaviour so that in-flight requests block process swapping until they are completed. 

Additionally: 

- add tests for parallel requests with proxy.ProxyManager and proxy.Process
- improve Process startup behaviour and simplified the code 
- stopping of processes are sent SIGTERM and have 5 seconds to terminate, before they are killed
2024-11-30 15:24:42 -08:00
Benson Wong e363f8f498 clean up writing with AI :b 2024-11-28 22:12:44 -08:00
Benson Wong c9629cf3a2 add speculative decoding example 2024-11-28 22:07:22 -08:00
Benson Wong 50426935a4 . 2024-11-28 22:06:29 -08:00
Benson Wong 2fceb78e8d Add examples 2024-11-28 22:05:41 -08:00
Ikko Eltociear Ashimine 9a81c53664 chore: update process_test.go (#17)
nonexistant -> nonexistent
2024-11-26 10:20:16 -08:00
Benson Wong 716d37de82 Update README.md
fix grammar
2024-11-25 12:35:00 -08:00
27 changed files with 1136 additions and 162 deletions
+1 -1
View File
@@ -30,4 +30,4 @@ jobs:
version: '~> v2'
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+2 -1
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@@ -2,4 +2,5 @@
.env
build/
dist/
.vscode
.vscode
.DS_Store
+26 -2
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@@ -2,6 +2,16 @@
APP_NAME = llama-swap
BUILD_DIR = build
# Get the current Git hash
GIT_HASH := $(shell git rev-parse --short HEAD)
ifneq ($(shell git status --porcelain),)
# There are untracked changes
GIT_HASH := $(GIT_HASH)+
endif
# Capture the current build date in RFC3339 format
BUILD_DATE := $(shell date -u +"%Y-%m-%dT%H:%M:%SZ")
# Default target: Builds binaries for both OSX and Linux
all: mac linux simple-responder
@@ -18,12 +28,12 @@ test-all:
# Build OSX binary
mac:
@echo "Building Mac binary..."
GOOS=darwin GOARCH=arm64 go build -o $(BUILD_DIR)/$(APP_NAME)-darwin-arm64
GOOS=darwin GOARCH=arm64 go build -ldflags="-X main.commit=${GIT_HASH} -X main.version=local_${GIT_HASH} -X main.date=${BUILD_DATE}" -o $(BUILD_DIR)/$(APP_NAME)-darwin-arm64
# Build Linux binary
linux:
@echo "Building Linux binary..."
GOOS=linux GOARCH=amd64 go build -o $(BUILD_DIR)/$(APP_NAME)-linux-amd64
GOOS=linux GOARCH=amd64 go build -ldflags="-X main.commit=${GIT_HASH} -X main.version=local_${GIT_HASH} -X main.date=${BUILD_DATE}" -o $(BUILD_DIR)/$(APP_NAME)-linux-amd64
# for testing proxy.Process
simple-responder:
@@ -35,5 +45,19 @@ simple-responder:
$(BUILD_DIR):
mkdir -p $(BUILD_DIR)
# Create a new release tag
release:
@echo "Checking for unstaged changes..."
@if [ -n "$(shell git status --porcelain)" ]; then \
echo "Error: There are unstaged changes. Please commit or stash your changes before creating a release tag." >&2; \
exit 1; \
fi
# Get the highest tag in v{number} format, increment it, and create a new tag
@highest_tag=$$(git tag --sort=-v:refname | grep -E '^v[0-9]+$$' | head -n 1 || echo "v0"); \
new_tag="v$$(( $${highest_tag#v} + 1 ))"; \
echo "tagging new version: $$new_tag"; \
git tag "$$new_tag";
# Phony targets
.PHONY: all clean osx linux
+42 -18
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@@ -2,18 +2,33 @@
![llama-swap header image](header.jpeg)
llama-swap is a golang server that automatically swaps the llama.cpp server on demand. Since [llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, let's swap the server instead!
# Introduction
llama-swap is an OpenAI API compatible server that gives you complete control over how you use your hardware. It automatically swaps to the configuration of your choice for serving a model. Since [llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, let's swap the server instead!
Features:
- ✅ Easy to deploy: single binary with no dependencies
-Single yaml configuration file
-Automatically switching between models
- ✅ Full control over llama.cpp server settings per model
- ✅ OpenAI API support (`v1/completions` and `v1/chat/completions`)
-Easy to config: single yaml file
-On-demand model switching
- ✅ Full control over server settings per model
- ✅ OpenAI API support (`v1/completions`, `v1/chat/completions`, `v1/embeddings` and `v1/rerank`)
- ✅ Multiple GPU support
- ✅ Run multiple models at once with `profiles`
- ✅ Remote log monitoring at `/log`
- ✅ Automatic unloading of models from GPUs after timeout
- ✅ Use any local OpenAI compatible server (llama.cpp, vllm, tabblyAPI, etc)
- ✅ Direct access to upstream HTTP server via `/upstream/:model_id` ([demo](https://github.com/mostlygeek/llama-swap/pull/31))
## Releases
Builds for Linux and OSX are available on the [Releases](https://github.com/mostlygeek/llama-swap/releases) page.
### Building from source
1. Install golang for your system
1. `git clone git@github.com:mostlygeek/llama-swap.git`
1. `make clean all`
1. Binaries will be in `build/` subdirectory
## config.yaml
@@ -24,6 +39,9 @@ llama-swap's configuration is purposefully simple.
# Default (and minimum) is 15 seconds
healthCheckTimeout: 60
# Write HTTP logs (useful for troubleshooting), defaults to false
logRequests: true
# define valid model values and the upstream server start
models:
"llama":
@@ -59,11 +77,17 @@ models:
--model path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf
proxy: http://127.0.0.1:8999
# unlisted models do not show up in /v1/models or /upstream lists
# but they can still be requested as normal
"qwen-unlisted":
cmd: llama-server --port 9999 -m Llama-3.2-1B-Instruct-Q4_K_M.gguf -ngl 0
unlisted: true
# profiles make it easy to managing multi model (and gpu) configurations.
#
# Tips:
# - each model must be listening on a unique address and port
# - the model name is in this format: "profile_name/model", like "coding/qwen"
# - the model name is in this format: "profile_name:model", like "coding:qwen"
# - the profile will load and unload all models in the profile at the same time
profiles:
coding:
@@ -71,6 +95,12 @@ profiles:
- "llama"
```
**Advanced examples**
- [config.example.yaml](config.example.yaml) includes example for supporting `v1/embeddings` and `v1/rerank` endpoints
- [Speculative Decoding](examples/speculative-decoding/README.md) - using a small draft model can increase inference speeds from 20% to 40%. This example includes a configurations Qwen2.5-Coder-32B (2.5x increase) and Llama-3.1-70B (1.4x increase) in the best cases.
- [Optimizing Code Generation](examples/benchmark-snakegame/README.md) - find the optimal settings for your machine. This example demonstrates defining multiple configurations and testing which one is fastest.
## Installation
1. Create a configuration file, see [config.example.yaml](config.example.yaml)
@@ -80,22 +110,22 @@ profiles:
## Monitoring Logs
The `/logs` endpoint is available to monitor what llama-swap is doing. It will send the last 10KB of logs. Useful for monitoring the output of llama-server. It also supports streaming of logs.
Open the `http://<host>/logs` with your browser to get a web interface with streaming logs.
Usage:
Of course, CLI access is also supported:
```
# sends up to the last 10KB of logs
curl http://host/logs'
# streams logs using chunk encoding
# streams logs
curl -Ns 'http://host/logs/stream'
# stream and filter logs with linux pipes
curl -Ns http://host/logs/stream | grep 'eval time'
# skips history and just streams new log entries
curl -Ns 'http://host/logs/stream?no-history'
# streams logs using Server Sent Events
curl -Ns 'http://host/logs/streamSSE'
```
## Systemd Unit Files
@@ -122,9 +152,3 @@ StartLimitInterval=30
[Install]
WantedBy=multi-user.target
```
## Building from Source
1. Install golang for your system
1. run `make clean all`
1. binaries will be built into `build/` directory
+31
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@@ -2,6 +2,9 @@
# Default (and minimum): 15 seconds
healthCheckTimeout: 15
# Log HTTP requests helpful for troubleshoot, defaults to False
logRequests: true
models:
"llama":
cmd: >
@@ -26,6 +29,31 @@ models:
aliases:
- gpt-3.5-turbo
# Embedding example with Nomic
# https://huggingface.co/nomic-ai/nomic-embed-text-v1.5-GGUF
"nomic":
proxy: http://127.0.0.1:9005
cmd: >
models/llama-server-osx --port 9005
-m models/nomic-embed-text-v1.5.Q8_0.gguf
--ctx-size 8192
--batch-size 8192
--rope-scaling yarn
--rope-freq-scale 0.75
-ngl 99
--embeddings
# Reranking example with bge-reranker
# https://huggingface.co/gpustack/bge-reranker-v2-m3-GGUF
"bge-reranker":
proxy: http://127.0.0.1:9006
cmd: >
models/llama-server-osx --port 9006
-m models/bge-reranker-v2-m3-Q4_K_M.gguf
--ctx-size 8192
--reranking
"simple":
# example of setting environment variables
env:
@@ -33,6 +61,7 @@ models:
- env1=hello
cmd: build/simple-responder --port 8999
proxy: http://127.0.0.1:8999
unlisted: true
# use "none" to skip check. Caution this may cause some requests to fail
# until the upstream server is ready for traffic
@@ -42,9 +71,11 @@ models:
"broken":
cmd: models/llama-server-osx --port 8999 -m models/doesnotexist.gguf
proxy: http://127.0.0.1:8999
unlisted: true
"broken_timeout":
cmd: models/llama-server-osx --port 8999 -m models/qwen2.5-0.5b-instruct-q8_0.gguf
proxy: http://127.0.0.1:9000
unlisted: true
# creating a coding profile with models for code generation and general questions
profiles:
+6
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@@ -0,0 +1,6 @@
# Example Configs and Use Cases
A collections of usecases and examples for getting the most out of llama-swap.
* [Speculative Decoding](speculative-decoding/README.md) - using a small draft model can increase inference speeds from 20% to 40%. This example includes a configurations Qwen2.5-Coder-32B (2.5x increase) and Llama-3.1-70B (1.4x increase) in the best cases.
* [Optimizing Code Generation](benchmark-snakegame/README.md) - find the optimal settings for your machine. This example demonstrates defining multiple configurations and testing which one is fastest.
+123
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@@ -0,0 +1,123 @@
# Optimizing Code Generation with llama-swap
Finding the best mix of settings for your hardware can be time consuming. This example demonstrates using a custom configuration file to automate testing different scenarios to find the an optimal configuration.
The benchmark writes a snake game in Python, TypeScript, and Swift using the Qwen 2.5 Coder models. The experiments were done using a 3090 and a P40.
**Benchmark Scenarios**
Three scenarios are tested:
- 3090-only: Just the main model on the 3090
- 3090-with-draft: the main and draft models on the 3090
- 3090-P40-draft: the main model on the 3090 with the draft model offloaded to the P40
**Available Devices**
Use the following command to list available devices IDs for the configuration:
```
$ /mnt/nvme/llama-server/llama-server-f3252055 --list-devices
ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 4 CUDA devices:
Device 0: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
Device 1: Tesla P40, compute capability 6.1, VMM: yes
Device 2: Tesla P40, compute capability 6.1, VMM: yes
Device 3: Tesla P40, compute capability 6.1, VMM: yes
Available devices:
CUDA0: NVIDIA GeForce RTX 3090 (24154 MiB, 406 MiB free)
CUDA1: Tesla P40 (24438 MiB, 22942 MiB free)
CUDA2: Tesla P40 (24438 MiB, 24144 MiB free)
CUDA3: Tesla P40 (24438 MiB, 24144 MiB free)
```
**Configuration**
The configuration file, `benchmark-config.yaml`, defines the three scenarios:
```yaml
models:
"3090-only":
proxy: "http://127.0.0.1:9503"
cmd: >
/mnt/nvme/llama-server/llama-server-f3252055
--host 127.0.0.1 --port 9503
--flash-attn
--slots
--model /mnt/nvme/models/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
-ngl 99
--device CUDA0
--ctx-size 32768
--cache-type-k q8_0 --cache-type-v q8_0
"3090-with-draft":
proxy: "http://127.0.0.1:9503"
# --ctx-size 28500 max that can fit on 3090 after draft model
cmd: >
/mnt/nvme/llama-server/llama-server-f3252055
--host 127.0.0.1 --port 9503
--flash-attn
--slots
--model /mnt/nvme/models/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
-ngl 99
--device CUDA0
--model-draft /mnt/nvme/models/Qwen2.5-Coder-0.5B-Instruct-Q8_0.gguf
-ngld 99
--draft-max 16
--draft-min 4
--draft-p-min 0.4
--device-draft CUDA0
--ctx-size 28500
--cache-type-k q8_0 --cache-type-v q8_0
"3090-P40-draft":
proxy: "http://127.0.0.1:9503"
cmd: >
/mnt/nvme/llama-server/llama-server-f3252055
--host 127.0.0.1 --port 9503
--flash-attn --metrics
--slots
--model /mnt/nvme/models/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
-ngl 99
--device CUDA0
--model-draft /mnt/nvme/models/Qwen2.5-Coder-0.5B-Instruct-Q8_0.gguf
-ngld 99
--draft-max 16
--draft-min 4
--draft-p-min 0.4
--device-draft CUDA1
--ctx-size 32768
--cache-type-k q8_0 --cache-type-v q8_0
```
> Note in the `3090-with-draft` scenario the `--ctx-size` had to be reduced from 32768 to to accommodate the draft model.
**Running the Benchmark**
To run the benchmark, execute the following commands:
1. `llama-swap -config benchmark-config.yaml`
1. `./run-benchmark.sh http://localhost:8080 "3090-only" "3090-with-draft" "3090-P40-draft"`
The [benchmark script](run-benchmark.sh) generates a CSV output of the results, which can be converted to a Markdown table for readability.
**Results (tokens/second)**
| model | python | typescript | swift |
|-----------------|--------|------------|-------|
| 3090-only | 34.03 | 34.01 | 34.01 |
| 3090-with-draft | 106.65 | 70.48 | 57.89 |
| 3090-P40-draft | 81.54 | 60.35 | 46.50 |
Many different factors, like the programming language, can have big impacts on the performance gains. However, with a custom configuration file for benchmarking it is easy to test the different variations to discover what's best for your hardware.
Happy coding!
+40
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@@ -0,0 +1,40 @@
#!/usr/bin/env bash
# This script generates a CSV file showing the token/second for generating a Snake Game in python, typescript and swift
# It was created to test the effects of speculative decoding and the various draft settings on performance.
#
# Writing code with a low temperature seems to provide fairly consistent logic.
#
# Usage: ./benchmark.sh <url> <model1> [model2 ...]
# Example: ./benchmark.sh http://localhost:8080 model1 model2
if [ "$#" -lt 2 ]; then
echo "Usage: $0 <url> <model1> [model2 ...]"
exit 1
fi
url=$1; shift
echo "model,python,typescript,swift"
for model in "$@"; do
echo -n "$model,"
for lang in "python" "typescript" "swift"; do
# expects a llama.cpp after PR https://github.com/ggerganov/llama.cpp/pull/10548
# (Dec 3rd/2024)
time=$(curl -s --url "$url/v1/chat/completions" -d "{\"messages\": [{\"role\": \"system\", \"content\": \"you only write code.\"}, {\"role\": \"user\", \"content\": \"write snake game in $lang\"}], \"top_k\": 1, \"timings_per_token\":true, \"model\":\"$model\"}" | jq -r .timings.predicted_per_second)
if [ $? -ne 0 ]; then
time="error"
exit 1
fi
if [ "$lang" != "swift" ]; then
printf "%0.2f tps," $time
else
printf "%0.2f tps\n" $time
fi
done
done
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@@ -0,0 +1,124 @@
# Speculative Decoding
Speculative decoding can significantly improve the tokens per second. However, this comes at the cost of increased VRAM usage for the draft model. The examples provided are based on a server with three P40s and one 3090.
## Coding Use Case
This example uses Qwen2.5 Coder 32B with the 0.5B model as a draft. A quantization of Q8_0 was chosen for the draft model, as quantization has a greater impact on smaller models.
The models used are:
* [Bartowski Qwen2.5-Coder-32B-Instruct](https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-GGUF)
* [Bartowski Qwen2.5-Coder-0.5B-Instruct](https://huggingface.co/bartowski/Qwen2.5-Coder-0.5B-Instruct-GGUF)
The llama-swap configuration is as follows:
```yaml
models:
"qwen-coder-32b-q4":
# main model on 3090, draft on P40 #1
cmd: >
/mnt/nvme/llama-server/llama-server-be0e35
--host 127.0.0.1 --port 9503
--flash-attn --metrics
--slots
--model /mnt/nvme/models/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
-ngl 99
--ctx-size 19000
--model-draft /mnt/nvme/models/Qwen2.5-Coder-0.5B-Instruct-Q8_0.gguf
-ngld 99
--draft-max 16
--draft-min 4
--draft-p-min 0.4
--device CUDA0
--device-draft CUDA1
proxy: "http://127.0.0.1:9503"
```
In this configuration, two GPUs are used: a 3090 (CUDA0) for the main model and a P40 (CUDA1) for the draft model. Although both models can fit on the 3090, relocating the draft model to the P40 freed up space for a larger context size. Despite the P40 being about 1/3rd the speed of the 3090, the small model still improved tokens per second.
Multiple tests were run with various parameters, and the fastest result was chosen for the configuration. In all tests, the 0.5B model produced the largest improvements to tokens per second.
Baseline: 33.92 tokens/second on 3090 without a draft model.
| draft-max | draft-min | draft-p-min | python | TS | swift |
|-----------|-----------|-------------|--------|----|-------|
| 16 | 1 | 0.9 | 71.64 | 55.55 | 48.06 |
| 16 | 1 | 0.4 | 83.21 | 58.55 | 45.50 |
| 16 | 1 | 0.1 | 79.72 | 55.66 | 43.94 |
| 16 | 2 | 0.9 | 68.47 | 55.13 | 43.12 |
| 16 | 2 | 0.4 | 82.82 | 57.42 | 48.83 |
| 16 | 2 | 0.1 | 81.68 | 51.37 | 45.72 |
| 16 | 4 | 0.9 | 66.44 | 48.49 | 42.40 |
| 16 | 4 | 0.4 | _83.62_ (fastest)| _58.29_ | _50.17_ |
| 16 | 4 | 0.1 | 82.46 | 51.45 | 40.71 |
| 8 | 1 | 0.4 | 67.07 | 55.17 | 48.46 |
| 4 | 1 | 0.4 | 50.13 | 44.96 | 40.79 |
The test script can be found in this [gist](https://gist.github.com/mostlygeek/da429769796ac8a111142e75660820f1). It is a simple curl script that prompts generating a snake game in Python, TypeScript, or Swift. Evaluation metrics were pulled from llama.cpp's logs.
```bash
for lang in "python" "typescript" "swift"; do
echo "Generating Snake Game in $lang using $model"
curl -s --url http://localhost:8080/v1/chat/completions -d "{\"messages\": [{\"role\": \"system\", \"content\": \"you only write code.\"}, {\"role\": \"user\", \"content\": \"write snake game in $lang\"}], \"temperature\": 0.1, \"model\":\"$model\"}" > /dev/null
done
```
Python consistently outperformed Swift in all tests, likely due to the 0.5B draft model being more proficient in generating Python code accepted by the larger 32B model.
## Chat
This configuration is for a regular chat use case. It produces approximately 13 tokens/second in typical use, up from ~9 tokens/second with only the 3xP40s. This is great news for P40 owners.
The models used are:
* [Bartowski Meta-Llama-3.1-70B-Instruct-GGUF](https://huggingface.co/bartowski/Meta-Llama-3.1-70B-Instruct-GGUF)
* [Bartowski Llama-3.2-3B-Instruct-GGUF](https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-GGUF)
```yaml
models:
"llama-70B":
cmd: >
/mnt/nvme/llama-server/llama-server-be0e35
--host 127.0.0.1 --port 9602
--flash-attn --metrics
--split-mode row
--ctx-size 80000
--model /mnt/nvme/models/Meta-Llama-3.1-70B-Instruct-Q4_K_L.gguf
-ngl 99
--model-draft /mnt/nvme/models/Llama-3.2-3B-Instruct-Q4_K_M.gguf
-ngld 99
--draft-max 16
--draft-min 1
--draft-p-min 0.4
--device-draft CUDA0
--tensor-split 0,1,1,1
```
In this configuration, Llama-3.1-70B is split across three P40s, and Llama-3.2-3B is on the 3090.
Some flags deserve further explanation:
* `--split-mode row` - increases inference speeds using multiple P40s by about 30%. This is a P40-specific feature.
* `--tensor-split 0,1,1,1` - controls how the main model is split across the GPUs. This means 0% on the 3090 and an even split across the P40s. A value of `--tensor-split 0,5,4,1` would mean 0% on the 3090, 50%, 40%, and 10% respectively across the other P40s. However, this would exceed the available VRAM.
* `--ctx-size 80000` - the maximum context size that can fit in the remaining VRAM.
## What is CUDA0, CUDA1, CUDA2, CUDA3?
These devices are the IDs used by llama.cpp.
```bash
$ ./llama-server --list-devices
ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
ggml_cuda_init: found 4 CUDA devices:
Device 0: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
Device 1: Tesla P40, compute capability 6.1, VMM: yes
Device 2: Tesla P40, compute capability 6.1, VMM: yes
Device 3: Tesla P40, compute capability 6.1, VMM: yes
Available devices:
CUDA0: NVIDIA GeForce RTX 3090 (24154 MiB, 23892 MiB free)
CUDA1: Tesla P40 (24438 MiB, 24290 MiB free)
CUDA2: Tesla P40 (24438 MiB, 24290 MiB free)
CUDA3: Tesla P40 (24438 MiB, 24290 MiB free)
```
+5 -4
View File
@@ -20,6 +20,7 @@ require (
github.com/go-playground/universal-translator v0.18.1 // indirect
github.com/go-playground/validator/v10 v10.20.0 // indirect
github.com/goccy/go-json v0.10.2 // indirect
github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
github.com/json-iterator/go v1.1.12 // indirect
github.com/klauspost/cpuid/v2 v2.2.7 // indirect
github.com/leodido/go-urn v1.4.0 // indirect
@@ -31,9 +32,9 @@ require (
github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
github.com/ugorji/go/codec v1.2.12 // indirect
golang.org/x/arch v0.8.0 // indirect
golang.org/x/crypto v0.23.0 // indirect
golang.org/x/net v0.25.0 // indirect
golang.org/x/sys v0.20.0 // indirect
golang.org/x/text v0.15.0 // indirect
golang.org/x/crypto v0.31.0 // indirect
golang.org/x/net v0.33.0 // indirect
golang.org/x/sys v0.28.0 // indirect
golang.org/x/text v0.21.0 // indirect
google.golang.org/protobuf v1.34.1 // indirect
)
+10
View File
@@ -24,6 +24,8 @@ github.com/go-playground/validator/v10 v10.20.0/go.mod h1:dbuPbCMFw/DrkbEynArYaC
github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 h1:El6M4kTTCOh6aBiKaUGG7oYTSPP8MxqL4YI3kZKwcP4=
github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ=
github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
@@ -64,14 +66,22 @@ golang.org/x/arch v0.8.0 h1:3wRIsP3pM4yUptoR96otTUOXI367OS0+c9eeRi9doIc=
golang.org/x/arch v0.8.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
golang.org/x/crypto v0.23.0 h1:dIJU/v2J8Mdglj/8rJ6UUOM3Zc9zLZxVZwwxMooUSAI=
golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
golang.org/x/crypto v0.31.0 h1:ihbySMvVjLAeSH1IbfcRTkD/iNscyz8rGzjF/E5hV6U=
golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
golang.org/x/net v0.25.0 h1:d/OCCoBEUq33pjydKrGQhw7IlUPI2Oylr+8qLx49kac=
golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
golang.org/x/net v0.33.0 h1:74SYHlV8BIgHIFC/LrYkOGIwL19eTYXQ5wc6TBuO36I=
golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.20.0 h1:Od9JTbYCk261bKm4M/mw7AklTlFYIa0bIp9BgSm1S8Y=
golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=
golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
golang.org/x/text v0.15.0 h1:h1V/4gjBv8v9cjcR6+AR5+/cIYK5N/WAgiv4xlsEtAk=
golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
+10
View File
@@ -9,13 +9,23 @@ import (
"github.com/mostlygeek/llama-swap/proxy"
)
var version string = "0"
var commit string = "abcd1234"
var date = "unknown"
func main() {
// Define a command-line flag for the port
configPath := flag.String("config", "config.yaml", "config file name")
listenStr := flag.String("listen", ":8080", "listen ip/port")
showVersion := flag.Bool("version", false, "show version of build")
flag.Parse() // Parse the command-line flags
if *showVersion {
fmt.Printf("version: %s (%s), built at %s\n", version, commit, date)
os.Exit(0)
}
config, err := proxy.LoadConfig(*configPath)
if err != nil {
fmt.Printf("Error loading config: %v\n", err)
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+100 -23
View File
@@ -3,60 +3,137 @@ package main
import (
"flag"
"fmt"
"io"
"log"
"net/http"
"os"
"os/signal"
"syscall"
"time"
"github.com/gin-gonic/gin"
)
func main() {
gin.SetMode(gin.TestMode)
// Define a command-line flag for the port
port := flag.String("port", "8080", "port to listen on")
// Define a command-line flag for the response message
responseMessage := flag.String("respond", "hi", "message to respond with")
silent := flag.Bool("silent", false, "disable all logging")
flag.Parse() // Parse the command-line flags
responseMessageHandler := func(w http.ResponseWriter, r *http.Request) {
// Set the header to text/plain
w.Header().Set("Content-Type", "text/plain")
fmt.Fprintln(w, *responseMessage)
}
// Create a new Gin router
r := gin.New()
// Set up the handler function using the provided response message
http.HandleFunc("/v1/chat/completions", responseMessageHandler)
http.HandleFunc("/v1/completions", responseMessageHandler)
http.HandleFunc("/test", responseMessageHandler)
r.POST("/v1/chat/completions", func(c *gin.Context) {
c.Header("Content-Type", "text/plain")
http.HandleFunc("/env", func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "text/plain")
fmt.Fprintln(w, *responseMessage)
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
c.String(200, *responseMessage)
})
r.POST("/v1/completions", func(c *gin.Context) {
c.Header("Content-Type", "text/plain")
c.String(200, *responseMessage)
})
r.GET("/slow-respond", func(c *gin.Context) {
echo := c.Query("echo")
delay := c.Query("delay")
if echo == "" {
echo = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789"
}
// Parse the duration
if delay == "" {
delay = "100ms"
}
t, err := time.ParseDuration(delay)
if err != nil {
c.Header("Content-Type", "text/plain")
c.String(http.StatusBadRequest, fmt.Sprintf("Invalid duration: %s", err))
return
}
c.Header("Content-Type", "text/plain")
for _, char := range echo {
c.Writer.Write([]byte(string(char)))
c.Writer.Flush()
// wait
<-time.After(t)
}
})
r.GET("/test", func(c *gin.Context) {
c.Header("Content-Type", "text/plain")
c.String(200, *responseMessage)
})
r.GET("/env", func(c *gin.Context) {
c.Header("Content-Type", "text/plain")
c.String(200, *responseMessage)
// Get environment variables
envVars := os.Environ()
// Write each environment variable to the response
for _, envVar := range envVars {
fmt.Fprintln(w, envVar)
c.String(200, envVar)
}
})
// Set up the /health endpoint handler function
http.HandleFunc("/health", func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "application/json")
response := `{"status": "ok"}`
w.Write([]byte(response))
r.GET("/health", func(c *gin.Context) {
c.Header("Content-Type", "application/json")
c.JSON(200, gin.H{"status": "ok"})
})
http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) {
w.Header().Set("Content-Type", "text/plain")
fmt.Fprintf(w, "%s %s", r.Method, r.URL.Path)
r.GET("/", func(c *gin.Context) {
c.Header("Content-Type", "text/plain")
c.String(200, fmt.Sprintf("%s %s", c.Request.Method, c.Request.URL.Path))
})
address := "127.0.0.1:" + *port // Address with the specified port
fmt.Printf("Server is listening on port %s\n", *port)
// Start the server and log any error if it occurs
if err := http.ListenAndServe(address, nil); err != nil {
fmt.Printf("Error starting server: %s\n", err)
srv := &http.Server{
Addr: address,
Handler: r.Handler(),
}
// Disable logging if the --silent flag is set
if *silent {
gin.SetMode(gin.ReleaseMode)
gin.DefaultWriter = io.Discard
log.SetOutput(io.Discard)
}
go func() {
log.Printf("simple-responder listening on %s\n", address)
// service connections
if err := srv.ListenAndServe(); err != nil && err != http.ErrServerClosed {
log.Fatalf("simple-responder err: %s\n", err)
}
}()
// Wait for interrupt signal to gracefully shutdown the server with
// a timeout of 5 seconds.
quit := make(chan os.Signal, 1)
// kill (no param) default send syscall.SIGTERM
// kill -2 is syscall.SIGINT
// kill -9 is syscall.SIGKILL but can't be catch, so don't need add it
signal.Notify(quit, syscall.SIGINT, syscall.SIGTERM)
<-quit
log.Println("simple-responder shutting down")
}
+4
View File
@@ -0,0 +1,4 @@
The rerank-test.json data is from https://github.com/ggerganov/llama.cpp/pull/9510
To run it:
> curl http://127.0.0.1:8080/v1/rerank -H "Content-Type: application/json" -d @reranker-test.json -v | jq .
+17
View File
@@ -0,0 +1,17 @@
{
"model": "bge-reranker",
"query": "Organic skincare products for sensitive skin",
"top_n": 3,
"documents": [
"Organic skincare for sensitive skin with aloe vera and chamomile: Imagine the soothing embrace of nature with our organic skincare range, crafted specifically for sensitive skin. Infused with the calming properties of aloe vera and chamomile, each product provides gentle nourishment and protection. Say goodbye to irritation and hello to a glowing, healthy complexion.",
"New makeup trends focus on bold colors and innovative techniques: Step into the world of cutting-edge beauty with this seasons makeup trends. Bold, vibrant colors and groundbreaking techniques are redefining the art of makeup. From neon eyeliners to holographic highlighters, unleash your creativity and make a statement with every look.",
"Bio-Hautpflege für empfindliche Haut mit Aloe Vera und Kamille: Erleben Sie die wohltuende Wirkung unserer Bio-Hautpflege, speziell für empfindliche Haut entwickelt. Mit den beruhigenden Eigenschaften von Aloe Vera und Kamille pflegen und schützen unsere Produkte Ihre Haut auf natürliche Weise. Verabschieden Sie sich von Hautirritationen und genießen Sie einen strahlenden Teint.",
"Neue Make-up-Trends setzen auf kräftige Farben und innovative Techniken: Tauchen Sie ein in die Welt der modernen Schönheit mit den neuesten Make-up-Trends. Kräftige, lebendige Farben und innovative Techniken setzen neue Maßstäbe. Von auffälligen Eyelinern bis hin zu holografischen Highlightern lassen Sie Ihrer Kreativität freien Lauf und setzen Sie jedes Mal ein Statement.",
"Cuidado de la piel orgánico para piel sensible con aloe vera y manzanilla: Descubre el poder de la naturaleza con nuestra línea de cuidado de la piel orgánico, diseñada especialmente para pieles sensibles. Enriquecidos con aloe vera y manzanilla, estos productos ofrecen una hidratación y protección suave. Despídete de las irritaciones y saluda a una piel radiante y saludable.",
"Las nuevas tendencias de maquillaje se centran en colores vivos y técnicas innovadoras: Entra en el fascinante mundo del maquillaje con las tendencias más actuales. Colores vivos y técnicas innovadoras están revolucionando el arte del maquillaje. Desde delineadores neón hasta iluminadores holográficos, desata tu creatividad y destaca en cada look.",
"针对敏感肌专门设计的天然有机护肤产品:体验由芦荟和洋甘菊提取物带来的自然呵护。我们的护肤产品特别为敏感肌设计,温和滋润,保护您的肌肤不受刺激。让您的肌肤告别不适,迎来健康光彩。",
"新的化妆趋势注重鲜艳的颜色和创新的技巧:进入化妆艺术的新纪元,本季的化妆趋势以大胆的颜色和创新的技巧为主。无论是霓虹眼线还是全息高光,每一款妆容都能让您脱颖而出,展现独特魅力。",
"敏感肌のために特別に設計された天然有機スキンケア製品: アロエベラとカモミールのやさしい力で、自然の抱擁を感じてください。敏感肌用に特別に設計された私たちのスキンケア製品は、肌に優しく栄養を与え、保護します。肌トラブルにさようなら、輝く健康な肌にこんにちは。",
"新しいメイクのトレンドは鮮やかな色と革新的な技術に焦点を当てています: 今シーズンのメイクアップトレンドは、大胆な色彩と革新的な技術に注目しています。ネオンアイライナーからホログラフィックハイライターまで、クリエイティビティを解き放ち、毎回ユニークなルックを演出しましょう。"
]
}
+7 -1
View File
@@ -5,6 +5,7 @@ import (
"os"
"strings"
"github.com/google/shlex"
"gopkg.in/yaml.v3"
)
@@ -15,6 +16,7 @@ type ModelConfig struct {
Env []string `yaml:"env"`
CheckEndpoint string `yaml:"checkEndpoint"`
UnloadAfter int `yaml:"ttl"`
Unlisted bool `yaml:"unlisted"`
}
func (m *ModelConfig) SanitizedCommand() ([]string, error) {
@@ -23,6 +25,7 @@ func (m *ModelConfig) SanitizedCommand() ([]string, error) {
type Config struct {
HealthCheckTimeout int `yaml:"healthCheckTimeout"`
LogRequests bool `yaml:"logRequests"`
Models map[string]ModelConfig `yaml:"models"`
Profiles map[string][]string `yaml:"profiles"`
@@ -81,7 +84,10 @@ func SanitizeCommand(cmdStr string) ([]string, error) {
cmdStr = strings.ReplaceAll(cmdStr, "\\\n", " ")
// Split the command into arguments
args := strings.Fields(cmdStr)
args, err := shlex.Split(cmdStr)
if err != nil {
return nil, err
}
// Ensure the command is not empty
if len(args) == 0 {
+17 -8
View File
@@ -148,17 +148,26 @@ func TestConfig_FindConfig(t *testing.T) {
}
func TestConfig_SanitizeCommand(t *testing.T) {
// Test a simple command
args, err := SanitizeCommand("python model1.py")
assert.NoError(t, err)
assert.Equal(t, []string{"python", "model1.py"}, args)
// Test a command with spaces and newlines
args, err = SanitizeCommand(`python model1.py \
--arg1 value1 \
--arg2 value2`)
args, err := SanitizeCommand(`python model1.py \
-a "double quotes" \
--arg2 'single quotes'
-s
--arg3 123 \
--arg4 '"string in string"'
-c "'single quoted'"
`)
assert.NoError(t, err)
assert.Equal(t, []string{"python", "model1.py", "--arg1", "value1", "--arg2", "value2"}, args)
assert.Equal(t, []string{
"python", "model1.py",
"-a", "double quotes",
"--arg2", "single quotes",
"-s",
"--arg3", "123",
"--arg4", `"string in string"`,
"-c", `'single quoted'`,
}, args)
// Test an empty command
args, err = SanitizeCommand("")
+1 -1
View File
@@ -51,7 +51,7 @@ func getTestSimpleResponderConfigPort(expectedMessage string, port int) ModelCon
// Create a process configuration
return ModelConfig{
Cmd: fmt.Sprintf("%s --port %d --respond '%s'", binaryPath, port, expectedMessage),
Cmd: fmt.Sprintf("%s --port %d --silent --respond %s", binaryPath, port, expectedMessage),
Proxy: fmt.Sprintf("http://127.0.0.1:%d", port),
CheckEndpoint: "/health",
}
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+53
View File
@@ -0,0 +1,53 @@
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Logs</title>
<style>
body {
margin: 0;
height: 100vh;
display: flex;
flex-direction: column;
font-family: "Courier New", Courier, monospace;
}
#log-stream {
flex: 1;
margin: 1em;
padding: 10px;
background: #f4f4f4;
overflow-y: auto;
white-space: pre-wrap; /* Ensures line wrapping */
word-wrap: break-word; /* Ensures long words wrap */
}
</style>
</head>
<body>
<pre id="log-stream">Waiting for logs...
</pre>
<script>
// Establish an EventSource connection to the SSE endpoint
if (typeof(EventSource) !== "undefined") {
const eventSource = new EventSource("/logs/streamSSE");
eventSource.onmessage = function(event) {
// Append the new log message to the <pre> element
const logStream = document.getElementById('log-stream');
logStream.textContent += event.data;
// Auto-scroll to the bottom
logStream.scrollTop = logStream.scrollHeight;
};
eventSource.onerror = function(err) {
console.error("EventSource failed:", err);
};
} else {
console.error("SSE not supported by this browser.");
}
</script>
</body>
</html>
+1 -1
View File
@@ -46,7 +46,7 @@ func (w *LogMonitor) Write(p []byte) (n int, err error) {
w.buffer = w.buffer.Next()
w.bufferMu.Unlock()
w.broadcast(p)
w.broadcast(bufferCopy)
return n, nil
}
+119 -42
View File
@@ -14,6 +14,14 @@ import (
"time"
)
type ProcessState string
const (
StateStopped ProcessState = ProcessState("stopped")
StateReady ProcessState = ProcessState("ready")
StateFailed ProcessState = ProcessState("failed")
)
type Process struct {
sync.Mutex
@@ -23,8 +31,12 @@ type Process struct {
logMonitor *LogMonitor
healthCheckTimeout int
isRunning bool
lastRequestHandled time.Time
stateMutex sync.RWMutex
state ProcessState
inFlightRequests sync.WaitGroup
}
func NewProcess(ID string, healthCheckTimeout int, config ModelConfig, logMonitor *LogMonitor) *Process {
@@ -34,16 +46,22 @@ func NewProcess(ID string, healthCheckTimeout int, config ModelConfig, logMonito
cmd: nil,
logMonitor: logMonitor,
healthCheckTimeout: healthCheckTimeout,
state: StateStopped,
}
}
// start the process and check it for errors
// start the process and returns when it is ready
func (p *Process) start() error {
p.Lock()
defer p.Unlock()
if p.isRunning {
return fmt.Errorf("process already running")
p.stateMutex.Lock()
defer p.stateMutex.Unlock()
if p.state == StateReady {
return nil
}
if p.state == StateFailed {
return fmt.Errorf("process is in a failed state and can not be restarted")
}
args, err := p.config.SanitizedCommand()
@@ -57,76 +75,129 @@ func (p *Process) start() error {
p.cmd.Env = p.config.Env
err = p.cmd.Start()
p.isRunning = true
if err != nil {
return err
}
// watch for the command to exit
cmdCtx, cancel := context.WithCancelCause(context.Background())
// One of three things can happen at this stage:
// 1. The command exits unexpectedly
// 2. The health check fails
// 3. The health check passes
//
// only in the third case will the process be considered Ready to accept
healthCheckContext, cancelHealthCheck := context.WithCancelCause(context.Background())
defer cancelHealthCheck(nil) // clean up
cmdWaitChan := make(chan error, 1)
healthCheckChan := make(chan error, 1)
// monitor the command's exit status. Usually this happens if
// the process exited unexpectedly
go func() {
err := p.cmd.Wait()
if err != nil {
cancel(fmt.Errorf("command [%s] %s", strings.Join(p.cmd.Args, " "), err.Error()))
} else {
cancel(nil)
}
p.isRunning = false
// possible cmd exits early
cmdWaitChan <- p.cmd.Wait()
}()
// wait a bit for process to start before checking the health endpoint
time.Sleep(250 * time.Millisecond)
go func() {
<-time.After(250 * time.Millisecond) // give process a bit of time to start
healthCheckChan <- p.checkHealthEndpoint(healthCheckContext)
}()
// wait for checkHealthEndpoint
if err := p.checkHealthEndpoint(cmdCtx); err != nil {
select {
case err := <-cmdWaitChan:
p.state = StateFailed
if err != nil {
err = fmt.Errorf("command [%s] %s", strings.Join(p.cmd.Args, " "), err.Error())
} else {
err = fmt.Errorf("command [%s] exited unexpected", strings.Join(p.cmd.Args, " "))
}
cancelHealthCheck(err)
return err
case err := <-healthCheckChan:
if err != nil {
p.state = StateFailed
return err
}
}
if p.config.UnloadAfter > 0 {
// start a goroutine to check every second if
// the process should be stopped
go func() {
ticker := time.NewTicker(time.Second)
defer ticker.Stop()
maxDuration := time.Duration(p.config.UnloadAfter) * time.Second
for {
<-ticker.C
if time.Since(p.lastRequestHandled) > maxDuration {
fmt.Fprintf(p.logMonitor, "!!! Unloading model %s, TTL of %d reached.\n", p.ID, p.config.UnloadAfter)
p.Stop()
for range time.Tick(time.Second) {
if p.state != StateReady {
return
}
// wait for all inflight requests to complete and ticker
p.inFlightRequests.Wait()
if time.Since(p.lastRequestHandled) > maxDuration {
fmt.Fprintf(p.logMonitor, "!!! Unloading model %s, TTL of %ds reached.\n", p.ID, p.config.UnloadAfter)
p.Stop()
}
}
}()
}
p.state = StateReady
return nil
}
func (p *Process) Stop() {
p.Lock()
defer p.Unlock()
// wait for any inflight requests before proceeding
p.inFlightRequests.Wait()
if !p.isRunning || p.cmd == nil || p.cmd.Process == nil {
p.stateMutex.Lock()
defer p.stateMutex.Unlock()
if p.state != StateReady {
return
}
if p.cmd == nil || p.cmd.Process == nil {
// this situation should never happen... but if it does just update the state
fmt.Fprintf(p.logMonitor, "!!! State is Ready but Command is nil.")
p.state = StateStopped
return
}
// Pretty sure this stopping code needs some work for windows and
// will be a source of pain in the future.
p.cmd.Process.Signal(syscall.SIGTERM)
p.cmd.Process.Wait()
p.isRunning = false
sigtermTimeout, cancel := context.WithTimeout(context.Background(), 5*time.Second)
defer cancel()
sigtermNormal := make(chan error, 1)
go func() {
sigtermNormal <- p.cmd.Wait()
}()
select {
case <-sigtermTimeout.Done():
fmt.Fprintf(p.logMonitor, "!!! process for %s timed out waiting to stop\n", p.ID)
p.cmd.Process.Kill()
p.cmd.Wait()
case err := <-sigtermNormal:
if err != nil {
if err.Error() != "wait: no child processes" {
// possible that simple-responder for testing is just not
// existing right, so suppress those errors.
fmt.Fprintf(p.logMonitor, "!!! process for %s stopped with error > %v\n", p.ID, err)
}
}
}
p.state = StateStopped
}
func (p *Process) IsRunning() bool {
return p.isRunning
func (p *Process) CurrentState() ProcessState {
p.stateMutex.RLock()
defer p.stateMutex.RUnlock()
return p.state
}
func (p *Process) checkHealthEndpoint(cmdCtx context.Context) error {
func (p *Process) checkHealthEndpoint(ctxFromStart context.Context) error {
if p.config.Proxy == "" {
return fmt.Errorf("no upstream available to check /health")
}
@@ -158,7 +229,7 @@ func (p *Process) checkHealthEndpoint(cmdCtx context.Context) error {
return err
}
ctx, cancel := context.WithTimeout(cmdCtx, time.Second)
ctx, cancel := context.WithTimeout(ctxFromStart, time.Second)
defer cancel()
req = req.WithContext(ctx)
resp, err := client.Do(req)
@@ -205,7 +276,15 @@ func (p *Process) checkHealthEndpoint(cmdCtx context.Context) error {
}
func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
if !p.isRunning {
p.inFlightRequests.Add(1)
defer func() {
p.lastRequestHandled = time.Now()
p.inFlightRequests.Done()
}()
if p.CurrentState() != StateReady {
if err := p.start(); err != nil {
errstr := fmt.Sprintf("unable to start process: %s", err)
http.Error(w, errstr, http.StatusInternalServerError)
@@ -213,8 +292,6 @@ func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
}
}
p.lastRequestHandled = time.Now()
proxyTo := p.config.Proxy
client := &http.Client{}
req, err := http.NewRequest(r.Method, proxyTo+r.URL.String(), r.Body)
+80 -10
View File
@@ -1,9 +1,12 @@
package proxy
import (
"fmt"
"io"
"net/http"
"net/http/httptest"
"os"
"sync"
"testing"
"time"
@@ -23,9 +26,9 @@ func TestProcess_AutomaticallyStartsUpstream(t *testing.T) {
w := httptest.NewRecorder()
// process is automatically started
assert.False(t, process.IsRunning())
assert.Equal(t, StateStopped, process.CurrentState())
process.ProxyRequest(w, req)
assert.True(t, process.IsRunning())
assert.Equal(t, StateReady, process.CurrentState())
assert.Equal(t, http.StatusOK, w.Code, "Expected status code %d, got %d", http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), expectedMessage)
@@ -49,7 +52,7 @@ func TestProcess_AutomaticallyStartsUpstream(t *testing.T) {
func TestProcess_BrokenModelConfig(t *testing.T) {
// Create a process configuration
config := ModelConfig{
Cmd: "nonexistant-command",
Cmd: "nonexistent-command",
Proxy: "http://127.0.0.1:9913",
CheckEndpoint: "/health",
}
@@ -79,18 +82,85 @@ func TestProcess_UnloadAfterTTL(t *testing.T) {
process := NewProcess("ttl", 2, config, NewLogMonitorWriter(io.Discard))
defer process.Stop()
req := httptest.NewRequest("GET", "/test", nil)
// this should take 4 seconds
req1 := httptest.NewRequest("GET", "/slow-respond?echo=1234&delay=1000ms", nil)
req2 := httptest.NewRequest("GET", "/test", nil)
w := httptest.NewRecorder()
// Proxy the request (auto start)
process.ProxyRequest(w, req)
// Proxy the request (auto start) with a slow response that takes longer than config.UnloadAfter
process.ProxyRequest(w, req1)
t.Log("sending slow first request (4 seconds)")
assert.Equal(t, http.StatusOK, w.Code, "Expected status code %d, got %d", http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), "1234")
assert.Equal(t, StateReady, process.CurrentState())
// ensure the TTL timeout does not race slow requests (see issue #25)
t.Log("sending second request (1 second)")
time.Sleep(time.Second)
w = httptest.NewRecorder()
process.ProxyRequest(w, req2)
assert.Equal(t, http.StatusOK, w.Code, "Expected status code %d, got %d", http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), expectedMessage)
assert.True(t, process.IsRunning())
assert.Equal(t, StateReady, process.CurrentState())
// wait 5 seconds
t.Log("sleep 5 seconds and check if unloaded")
time.Sleep(5 * time.Second)
assert.False(t, process.IsRunning())
assert.Equal(t, StateStopped, process.CurrentState())
}
// issue #19
func TestProcess_HTTPRequestsHaveTimeToFinish(t *testing.T) {
if testing.Short() {
t.Skip("skipping slow test")
}
expectedMessage := "12345"
config := getTestSimpleResponderConfig(expectedMessage)
process := NewProcess("t", 10, config, NewLogMonitorWriter(os.Stdout))
defer process.Stop()
results := map[string]string{
"12345": "",
"abcde": "",
"fghij": "",
}
var wg sync.WaitGroup
var mu sync.Mutex
for key := range results {
wg.Add(1)
go func(key string) {
defer wg.Done()
// send a request that should take 5 * 200ms (1 second) to complete
req := httptest.NewRequest("GET", fmt.Sprintf("/slow-respond?echo=%s&delay=200ms", key), nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
if w.Code != http.StatusOK {
t.Errorf("Expected status OK, got %d for key %s", w.Code, key)
}
mu.Lock()
results[key] = w.Body.String()
mu.Unlock()
}(key)
}
// stop the requests in the middle
go func() {
<-time.After(500 * time.Millisecond)
process.Stop()
}()
wg.Wait()
for key, result := range results {
assert.Equal(t, key, result)
}
}
+150 -34
View File
@@ -2,10 +2,12 @@ package proxy
import (
"bytes"
"embed"
"encoding/json"
"fmt"
"io"
"net/http"
"sort"
"strconv"
"strings"
"sync"
@@ -14,6 +16,19 @@ import (
"github.com/gin-gonic/gin"
)
const (
PROFILE_SPLIT_CHAR = ":"
)
//go:embed html/favicon.ico
var faviconData []byte
//go:embed html/logs.html
var logsHTML []byte
// make sure embed is kept there by the IDE auto-package importer
var _ = embed.FS{}
type ProxyManager struct {
sync.Mutex
@@ -31,11 +46,47 @@ func New(config *Config) *ProxyManager {
ginEngine: gin.New(),
}
// Set up routes using the Gin engine
pm.ginEngine.POST("/v1/chat/completions", pm.proxyChatRequestHandler)
if config.LogRequests {
pm.ginEngine.Use(func(c *gin.Context) {
// Start timer
start := time.Now()
// capture these because /upstream/:model rewrites them in c.Next()
clientIP := c.ClientIP()
method := c.Request.Method
path := c.Request.URL.Path
// Process request
c.Next()
// Stop timer
duration := time.Since(start)
statusCode := c.Writer.Status()
bodySize := c.Writer.Size()
fmt.Fprintf(pm.logMonitor, "[llama-swap] %s [%s] \"%s %s %s\" %d %d \"%s\" %v\n",
clientIP,
time.Now().Format("2006-01-02 15:04:05"),
method,
path,
c.Request.Proto,
statusCode,
bodySize,
c.Request.UserAgent(),
duration,
)
})
}
// Set up routes using the Gin engine
pm.ginEngine.POST("/v1/chat/completions", pm.proxyOAIHandler)
// Support legacy /v1/completions api, see issue #12
pm.ginEngine.POST("/v1/completions", pm.proxyChatRequestHandler)
pm.ginEngine.POST("/v1/completions", pm.proxyOAIHandler)
// Support embeddings
pm.ginEngine.POST("/v1/embeddings", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/rerank", pm.proxyOAIHandler)
pm.ginEngine.GET("/v1/models", pm.listModelsHandler)
@@ -44,7 +95,12 @@ func New(config *Config) *ProxyManager {
pm.ginEngine.GET("/logs/stream", pm.streamLogsHandler)
pm.ginEngine.GET("/logs/streamSSE", pm.streamLogsHandlerSSE)
pm.ginEngine.NoRoute(pm.proxyNoRouteHandler)
pm.ginEngine.GET("/upstream", pm.upstreamIndex)
pm.ginEngine.Any("/upstream/:model_id/*upstreamPath", pm.proxyToUpstream)
pm.ginEngine.GET("/favicon.ico", func(c *gin.Context) {
c.Data(http.StatusOK, "image/x-icon", faviconData)
})
// Disable console color for testing
gin.DisableConsoleColor()
@@ -69,15 +125,24 @@ func (pm *ProxyManager) StopProcesses() {
// for internal usage
func (pm *ProxyManager) stopProcesses() {
if len(pm.currentProcesses) == 0 {
return
}
for _, process := range pm.currentProcesses {
process.Stop()
}
pm.currentProcesses = make(map[string]*Process)
}
func (pm *ProxyManager) listModelsHandler(c *gin.Context) {
data := []interface{}{}
for id := range pm.config.Models {
for id, modelConfig := range pm.config.Models {
if modelConfig.Unlisted {
continue
}
data = append(data, map[string]interface{}{
"id": id,
"object": "model",
@@ -89,9 +154,13 @@ func (pm *ProxyManager) listModelsHandler(c *gin.Context) {
// Set the Content-Type header to application/json
c.Header("Content-Type", "application/json")
if origin := c.Request.Header.Get("Origin"); origin != "" {
c.Header("Access-Control-Allow-Origin", origin)
}
// Encode the data as JSON and write it to the response writer
if err := json.NewEncoder(c.Writer).Encode(map[string]interface{}{"data": data}); err != nil {
c.AbortWithError(http.StatusInternalServerError, fmt.Errorf("error encoding JSON"))
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error encoding JSON %s", err.Error()))
return
}
}
@@ -100,16 +169,16 @@ func (pm *ProxyManager) swapModel(requestedModel string) (*Process, error) {
pm.Lock()
defer pm.Unlock()
// Check if requestedModel contains a /
groupName, modelName := "", requestedModel
if idx := strings.Index(requestedModel, "/"); idx != -1 {
groupName = requestedModel[:idx]
// Check if requestedModel contains a PROFILE_SPLIT_CHAR
profileName, modelName := "", requestedModel
if idx := strings.Index(requestedModel, PROFILE_SPLIT_CHAR); idx != -1 {
profileName = requestedModel[:idx]
modelName = requestedModel[idx+1:]
}
if groupName != "" {
if _, found := pm.config.Profiles[groupName]; !found {
return nil, fmt.Errorf("model group not found %s", groupName)
if profileName != "" {
if _, found := pm.config.Profiles[profileName]; !found {
return nil, fmt.Errorf("model group not found %s", profileName)
}
}
@@ -120,7 +189,8 @@ func (pm *ProxyManager) swapModel(requestedModel string) (*Process, error) {
}
// exit early when already running, otherwise stop everything and swap
requestedProcessKey := groupName + "/" + realModelName
requestedProcessKey := ProcessKeyName(profileName, realModelName)
if process, found := pm.currentProcesses[requestedProcessKey]; found {
return process, nil
}
@@ -128,25 +198,25 @@ func (pm *ProxyManager) swapModel(requestedModel string) (*Process, error) {
// stop all running models
pm.stopProcesses()
if groupName == "" {
if profileName == "" {
modelConfig, modelID, found := pm.config.FindConfig(realModelName)
if !found {
return nil, fmt.Errorf("could not find configuration for %s", realModelName)
}
process := NewProcess(modelID, pm.config.HealthCheckTimeout, modelConfig, pm.logMonitor)
processKey := groupName + "/" + modelID
processKey := ProcessKeyName(profileName, modelID)
pm.currentProcesses[processKey] = process
} else {
for _, modelName := range pm.config.Profiles[groupName] {
for _, modelName := range pm.config.Profiles[profileName] {
if realModelName, found := pm.config.RealModelName(modelName); found {
modelConfig, modelID, found := pm.config.FindConfig(realModelName)
if !found {
return nil, fmt.Errorf("could not find configuration for %s in group %s", realModelName, groupName)
return nil, fmt.Errorf("could not find configuration for %s in group %s", realModelName, profileName)
}
process := NewProcess(modelID, pm.config.HealthCheckTimeout, modelConfig, pm.logMonitor)
processKey := groupName + "/" + modelID
processKey := ProcessKeyName(profileName, modelID)
pm.currentProcesses[processKey] = process
}
}
@@ -156,25 +226,68 @@ func (pm *ProxyManager) swapModel(requestedModel string) (*Process, error) {
return pm.currentProcesses[requestedProcessKey], nil
}
func (pm *ProxyManager) proxyChatRequestHandler(c *gin.Context) {
bodyBytes, err := io.ReadAll(c.Request.Body)
if err != nil {
c.AbortWithError(http.StatusBadRequest, fmt.Errorf("invalid JSON"))
func (pm *ProxyManager) proxyToUpstream(c *gin.Context) {
requestedModel := c.Param("model_id")
if requestedModel == "" {
pm.sendErrorResponse(c, http.StatusBadRequest, "model id required in path")
return
}
if process, err := pm.swapModel(requestedModel); err != nil {
pm.sendErrorResponse(c, http.StatusNotFound, fmt.Sprintf("unable to swap to model, %s", err.Error()))
} else {
// rewrite the path
c.Request.URL.Path = c.Param("upstreamPath")
process.ProxyRequest(c.Writer, c.Request)
}
}
func (pm *ProxyManager) upstreamIndex(c *gin.Context) {
var html strings.Builder
html.WriteString("<!doctype HTML>\n<html><body><h1>Available Models</h1><ul>")
// Extract keys and sort them
var modelIDs []string
for modelID, modelConfig := range pm.config.Models {
if modelConfig.Unlisted {
continue
}
modelIDs = append(modelIDs, modelID)
}
sort.Strings(modelIDs)
// Iterate over sorted keys
for _, modelID := range modelIDs {
html.WriteString(fmt.Sprintf("<li><a href=\"/upstream/%s\">%s</a></li>", modelID, modelID))
}
html.WriteString("</ul></body></html>")
c.Header("Content-Type", "text/html")
c.String(http.StatusOK, html.String())
}
func (pm *ProxyManager) proxyOAIHandler(c *gin.Context) {
bodyBytes, err := io.ReadAll(c.Request.Body)
if err != nil {
pm.sendErrorResponse(c, http.StatusBadRequest, "could not ready request body")
return
}
var requestBody map[string]interface{}
if err := json.Unmarshal(bodyBytes, &requestBody); err != nil {
c.AbortWithError(http.StatusBadRequest, fmt.Errorf("invalid JSON"))
pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("invalid JSON: %s", err.Error()))
return
}
model, ok := requestBody["model"].(string)
if !ok {
c.AbortWithError(http.StatusBadRequest, fmt.Errorf("missing or invalid 'model' key"))
pm.sendErrorResponse(c, http.StatusBadRequest, "missing or invalid 'model' key")
return
}
if process, err := pm.swapModel(model); err != nil {
c.AbortWithError(http.StatusNotFound, fmt.Errorf("unable to swap to model, %s", err.Error()))
pm.sendErrorResponse(c, http.StatusNotFound, fmt.Sprintf("unable to swap to model, %s", err.Error()))
return
} else {
c.Request.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
@@ -185,15 +298,18 @@ func (pm *ProxyManager) proxyChatRequestHandler(c *gin.Context) {
process.ProxyRequest(c.Writer, c.Request)
}
}
func (pm *ProxyManager) proxyNoRouteHandler(c *gin.Context) {
// since maps are unordered, just use the first available process if one exists
for _, process := range pm.currentProcesses {
process.ProxyRequest(c.Writer, c.Request)
return
func (pm *ProxyManager) sendErrorResponse(c *gin.Context, statusCode int, message string) {
acceptHeader := c.GetHeader("Accept")
if strings.Contains(acceptHeader, "application/json") {
c.JSON(statusCode, gin.H{"error": message})
} else {
c.String(statusCode, message)
}
c.AbortWithError(http.StatusBadRequest, fmt.Errorf("no strategy to handle request"))
}
func ProcessKeyName(groupName, modelName string) string {
return groupName + PROFILE_SPLIT_CHAR + modelName
}
+21 -6
View File
@@ -3,17 +3,32 @@ package proxy
import (
"fmt"
"net/http"
"strings"
"github.com/gin-gonic/gin"
)
func (pm *ProxyManager) sendLogsHandlers(c *gin.Context) {
c.Header("Content-Type", "text/plain")
history := pm.logMonitor.GetHistory()
_, err := c.Writer.Write(history)
if err != nil {
c.AbortWithError(http.StatusInternalServerError, err)
return
accept := c.GetHeader("Accept")
if strings.Contains(accept, "text/html") {
// Set the Content-Type header to text/html
c.Header("Content-Type", "text/html")
// Write the embedded HTML content to the response
_, err := c.Writer.Write(logsHTML)
if err != nil {
c.AbortWithError(http.StatusInternalServerError, fmt.Errorf("failed to write response: %v", err))
return
}
} else {
c.Header("Content-Type", "text/plain")
history := pm.logMonitor.GetHistory()
_, err := c.Writer.Write(history)
if err != nil {
c.AbortWithError(http.StatusInternalServerError, err)
return
}
}
}
+146 -10
View File
@@ -2,10 +2,13 @@ package proxy
import (
"bytes"
"encoding/json"
"fmt"
"net/http"
"net/http/httptest"
"sync"
"testing"
"time"
"github.com/stretchr/testify/assert"
)
@@ -31,7 +34,7 @@ func TestProxyManager_SwapProcessCorrectly(t *testing.T) {
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), modelName)
_, exists := proxy.currentProcesses["/"+modelName]
_, exists := proxy.currentProcesses[ProcessKeyName("", modelName)]
assert.True(t, exists, "expected %s key in currentProcesses", modelName)
}
@@ -41,21 +44,31 @@ func TestProxyManager_SwapProcessCorrectly(t *testing.T) {
}
func TestProxyManager_SwapMultiProcess(t *testing.T) {
model1 := "path1/model1"
model2 := "path2/model2"
profileModel1 := ProcessKeyName("test", model1)
profileModel2 := ProcessKeyName("test", model2)
config := &Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
"model2": getTestSimpleResponderConfig("model2"),
model1: getTestSimpleResponderConfig("model1"),
model2: getTestSimpleResponderConfig("model2"),
},
Profiles: map[string][]string{
"test": {"model1", "model2"},
"test": {model1, model2},
},
}
proxy := New(config)
defer proxy.StopProcesses()
for modelID, requestedModel := range map[string]string{"model1": "test/model1", "model2": "test/model2"} {
for modelID, requestedModel := range map[string]string{
"model1": profileModel1,
"model2": profileModel2,
} {
reqBody := fmt.Sprintf(`{"model":"%s"}`, requestedModel)
req := httptest.NewRequest("POST", "/v1/chat/completions", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
@@ -67,10 +80,133 @@ func TestProxyManager_SwapMultiProcess(t *testing.T) {
// make sure there's two loaded models
assert.Len(t, proxy.currentProcesses, 2)
_, exists := proxy.currentProcesses["test/model1"]
assert.True(t, exists, "expected test/model1 key in currentProcesses")
_, exists = proxy.currentProcesses["test/model2"]
assert.True(t, exists, "expected test/model2 key in currentProcesses")
_, exists := proxy.currentProcesses[profileModel1]
assert.True(t, exists, "expected "+profileModel1+" key in currentProcesses")
_, exists = proxy.currentProcesses[profileModel2]
assert.True(t, exists, "expected "+profileModel2+" key in currentProcesses")
}
// When a request for a different model comes in ProxyManager should wait until
// the first request is complete before swapping. Both requests should complete
func TestProxyManager_SwapMultiProcessParallelRequests(t *testing.T) {
if testing.Short() {
t.Skip("skipping slow test")
}
config := &Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
"model2": getTestSimpleResponderConfig("model2"),
"model3": getTestSimpleResponderConfig("model3"),
},
}
proxy := New(config)
defer proxy.StopProcesses()
results := map[string]string{}
var wg sync.WaitGroup
var mu sync.Mutex
for key := range config.Models {
wg.Add(1)
go func(key string) {
defer wg.Done()
reqBody := fmt.Sprintf(`{"model":"%s"}`, key)
req := httptest.NewRequest("POST", "/v1/chat/completions?wait=1000ms", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
proxy.HandlerFunc(w, req)
if w.Code != http.StatusOK {
t.Errorf("Expected status OK, got %d for key %s", w.Code, key)
}
mu.Lock()
results[key] = w.Body.String()
mu.Unlock()
}(key)
<-time.After(time.Millisecond)
}
wg.Wait()
assert.Len(t, results, len(config.Models))
for key, result := range results {
assert.Equal(t, key, result)
}
}
func TestProxyManager_ListModelsHandler(t *testing.T) {
config := &Config{
HealthCheckTimeout: 15,
Models: map[string]ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
"model2": getTestSimpleResponderConfig("model2"),
"model3": getTestSimpleResponderConfig("model3"),
},
}
proxy := New(config)
// Create a test request
req := httptest.NewRequest("GET", "/v1/models", nil)
req.Header.Add("Origin", "i-am-the-origin")
w := httptest.NewRecorder()
// Call the listModelsHandler
proxy.HandlerFunc(w, req)
// Check the response status code
assert.Equal(t, http.StatusOK, w.Code)
// Check for Access-Control-Allow-Origin
assert.Equal(t, req.Header.Get("Origin"), w.Result().Header.Get("Access-Control-Allow-Origin"))
// Parse the JSON response
var response struct {
Data []map[string]interface{} `json:"data"`
}
if err := json.Unmarshal(w.Body.Bytes(), &response); err != nil {
t.Fatalf("Failed to parse JSON response: %v", err)
}
// Check the number of models returned
assert.Len(t, response.Data, 3)
// Check the details of each model
expectedModels := map[string]struct{}{
"model1": {},
"model2": {},
"model3": {},
}
for _, model := range response.Data {
modelID, ok := model["id"].(string)
assert.True(t, ok, "model ID should be a string")
_, exists := expectedModels[modelID]
assert.True(t, exists, "unexpected model ID: %s", modelID)
delete(expectedModels, modelID)
object, ok := model["object"].(string)
assert.True(t, ok, "object should be a string")
assert.Equal(t, "model", object)
created, ok := model["created"].(float64)
assert.True(t, ok, "created should be a number")
assert.Greater(t, created, float64(0)) // Assuming the timestamp is positive
ownedBy, ok := model["owned_by"].(string)
assert.True(t, ok, "owned_by should be a string")
assert.Equal(t, "llama-swap", ownedBy)
}
// Ensure all expected models were returned
assert.Empty(t, expectedModels, "not all expected models were returned")
}