Add macros to Configuration schema (#149)

* Add macros to Configuration schema
* update docs
This commit is contained in:
Benson Wong
2025-05-29 21:51:25 -07:00
committed by GitHub
parent 25f3dc25e7
commit 1ac6499c08
3 changed files with 190 additions and 149 deletions

153
README.md
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@@ -45,158 +45,31 @@ llama-swap's configuration is purposefully simple.
```yaml
models:
"qwen2.5":
proxy: "http://127.0.0.1:9999"
cmd: |
/app/llama-server
-hf bartowski/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M
--port 9999
--port ${PORT}
"smollm2":
proxy: "http://127.0.0.1:9999"
cmd: |
/app/llama-server
-hf bartowski/SmolLM2-135M-Instruct-GGUF:Q4_K_M
--port 9999
--port ${PORT}
```
<details>
<summary>But also very powerful ...</summary>
But also very powerful:
```yaml
# Seconds to wait for upstream to load and be ready to serve requests
# minimum is 15 seconds
# default is 120 seconds
healthCheckTimeout: 500
-`groups` to run multiple models at once
-`macros` for reusable snippets
-`ttl` to automatically unload models
-`aliases` to use familiar model names (e.g., "gpt-4o-mini")
-`env` variables to pass custom environment to inference servers
-`useModelName` to override model names sent to upstream servers
-`healthCheckTimeout` to control model startup wait times
-`${PORT}` automatic port variables for dynamic port assignment
- ⚡ Docker/podman compatible
# Valid log levels: debug, info (default), warn, error
logLevel: info
# Automatic Port Values
# use ${PORT} in model.cmd and model.proxy to use an automatic port number
# when you use ${PORT} you can omit a custom model.proxy value, as it will
# default to http://localhost:${PORT}
# override the default port (5800) for automatic port values
startPort: 10001
# define valid model values and the upstream server start
models:
"llama":
# multiline for readability
cmd: |
llama-server --port 8999
--model path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf
# environment variables to pass to the command
env:
- "CUDA_VISIBLE_DEVICES=0"
# where to reach the server started by cmd, make sure the ports match
# can be omitted if you use an automatic ${PORT} in cmd
proxy: http://127.0.0.1:8999
# aliases names to use this model for
aliases:
- "gpt-4o-mini"
- "gpt-3.5-turbo"
# check this path for an HTTP 200 OK before serving requests
# default: /health to match llama.cpp
# use "none" to skip endpoint checking, but may cause HTTP errors
# until the model is ready
checkEndpoint: /custom-endpoint
# automatically unload the model after this many seconds
# ttl values must be a value greater than 0
# default: 0 = never unload model
ttl: 60
# `useModelName` overrides the model name in the request
# and sends a specific name to the upstream server
useModelName: "qwen:qwq"
# unlisted models do not show up in /v1/models or /upstream lists
# but they can still be requested as normal
"qwen-unlisted":
unlisted: true
cmd: llama-server --port ${PORT} -m Llama-3.2-1B-Instruct-Q4_K_M.gguf -ngl 0
# Docker Support (v26.1.4+ required!)
"docker-llama":
proxy: "http://127.0.0.1:${PORT}"
cmd: |
docker run --name dockertest
--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'
# use a custom command to stop the model when swapping. By default
# this is SIGTERM on POSIX systems, and taskkill on Windows systems
# the ${PID} variable can be used in cmdStop, it will be automatically replaced
# with the PID of the running model
cmdStop: docker stop dockertest
# Groups provide advanced controls over model swapping behaviour. Using groups
# some models can be kept loaded indefinitely, while others are swapped out.
#
# Tips:
#
# - models must be defined above 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 is 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
# - 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
# - true: causes all other groups to unload their models when this group runs a model
# - false: does not affect other groups
exclusive: true
# members references the models defined above
members:
- "llama"
- "qwen-unlisted"
# models in this group are never unloaded
"group2":
swap: false
exclusive: false
members:
- "docker-llama"
# (not defined above, here for example)
- "modelA"
- "modelB"
"forever":
# setting persistent to true causes the group to never be affected by the swapping behaviour of
# other groups. It is a shortcut to keeping some models always loaded.
persistent: true
# set swap/exclusive to false to prevent swapping inside the group and effect on other groups
swap: false
exclusive: false
members:
- "forever-modelA"
- "forever-modelB"
- "forever-modelc"
```
### Use Case 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.
- [Restart on Config Change](examples/restart-on-config-change/README.md) - automatically restart llama-swap when trying out different configurations.
</details>
Check the [wiki](https://github.com/mostlygeek/llama-swap/wiki/Configuration) full documentation.
## Docker Install ([download images](https://github.com/mostlygeek/llama-swap/pkgs/container/llama-swap))

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@@ -4,6 +4,7 @@ import (
"fmt"
"io"
"os"
"regexp"
"runtime"
"sort"
"strconv"
@@ -67,6 +68,9 @@ type Config struct {
Profiles map[string][]string `yaml:"profiles"`
Groups map[string]GroupConfig `yaml:"groups"` /* key is group ID */
// for key/value replacements in model's cmd, cmdStop, proxy, checkEndPoint
Macros map[string]string `yaml:"macros"`
// map aliases to actual model IDs
aliases map[string]string
@@ -141,6 +145,30 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
}
}
/* check macro constraint rules:
- name must fit the regex ^[a-zA-Z0-9_-]+$
- names must be less than 64 characters (no reason, just cause)
- name can not be any reserved macros: PORT
- macro values must be less than 1024 characters
*/
macroNameRegex := regexp.MustCompile(`^[a-zA-Z0-9_-]+$`)
for macroName, macroValue := range config.Macros {
if len(macroName) >= 64 {
return Config{}, fmt.Errorf("macro name '%s' exceeds maximum length of 63 characters", macroName)
}
if !macroNameRegex.MatchString(macroName) {
return Config{}, fmt.Errorf("macro name '%s' contains invalid characters, must match pattern ^[a-zA-Z0-9_-]+$", macroName)
}
if len(macroValue) >= 1024 {
return Config{}, fmt.Errorf("macro value for '%s' exceeds maximum length of 1024 characters", macroName)
}
switch macroName {
case "PORT":
return Config{}, fmt.Errorf("macro name '%s' is reserved and cannot be used", macroName)
}
}
// Get and sort all model IDs first, makes testing more consistent
modelIds := make([]string, 0, len(config.Models))
for modelId := range config.Models {
@@ -151,19 +179,51 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
nextPort := config.StartPort
for _, modelId := range modelIds {
modelConfig := config.Models[modelId]
// iterate over the models and replace any ${PORT} with the next available port
if strings.Contains(modelConfig.Cmd, "${PORT}") {
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, "${PORT}", strconv.Itoa(nextPort))
if modelConfig.Proxy == "" {
modelConfig.Proxy = fmt.Sprintf("http://localhost:%d", nextPort)
} else {
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, "${PORT}", strconv.Itoa(nextPort))
// go through model config fields: cmd, cmdStop, proxy, checkEndPoint and replace macros with macro values
for macroName, macroValue := range config.Macros {
macroSlug := fmt.Sprintf("${%s}", macroName)
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, macroSlug, macroValue)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, macroSlug, macroValue)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, macroSlug, macroValue)
modelConfig.CheckEndpoint = strings.ReplaceAll(modelConfig.CheckEndpoint, macroSlug, macroValue)
}
// only iterate over models that use ${PORT} to keep port numbers from increasing unnecessarily
if strings.Contains(modelConfig.Cmd, "${PORT}") || strings.Contains(modelConfig.Proxy, "${PORT}") || strings.Contains(modelConfig.CmdStop, "${PORT}") {
if modelConfig.Proxy == "" {
modelConfig.Proxy = "http://localhost:${PORT}"
}
nextPortStr := strconv.Itoa(nextPort)
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, "${PORT}", nextPortStr)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, "${PORT}", nextPortStr)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, "${PORT}", nextPortStr)
nextPort++
config.Models[modelId] = modelConfig
} else if modelConfig.Proxy == "" {
return Config{}, fmt.Errorf("model %s requires a proxy value when not using automatic ${PORT}", modelId)
}
// make sure there are no unknown macros that have not been replaced
macroPattern := regexp.MustCompile(`\$\{([a-zA-Z0-9_-]+)\}`)
fieldMap := map[string]string{
"cmd": modelConfig.Cmd,
"cmdStop": modelConfig.CmdStop,
"proxy": modelConfig.Proxy,
"checkEndpoint": modelConfig.CheckEndpoint,
}
for fieldName, fieldValue := range fieldMap {
matches := macroPattern.FindAllStringSubmatch(fieldValue, -1)
for _, match := range matches {
macroName := match[1]
if _, exists := config.Macros[macroName]; !exists {
return Config{}, fmt.Errorf("unknown macro '${%s}' found in %s.%s", macroName, modelId, fieldName)
}
}
}
config.Models[modelId] = modelConfig
}
config = AddDefaultGroupToConfig(config)

View File

@@ -19,6 +19,8 @@ func TestConfig_Load(t *testing.T) {
tempFile := filepath.Join(tempDir, "config.yaml")
content := `
macros:
svr-path: "path/to/server"
models:
model1:
cmd: path/to/cmd --arg1 one
@@ -31,7 +33,7 @@ models:
- "VAR2=value2"
checkEndpoint: "/health"
model2:
cmd: path/to/cmd --arg1 one
cmd: ${svr-path} --arg1 one
proxy: "http://localhost:8081"
aliases:
- "m2"
@@ -76,6 +78,9 @@ groups:
expected := Config{
StartPort: 5800,
Macros: map[string]string{
"svr-path": "path/to/server",
},
Models: map[string]ModelConfig{
"model1": {
Cmd: "path/to/cmd --arg1 one",
@@ -85,7 +90,7 @@ groups:
CheckEndpoint: "/health",
},
"model2": {
Cmd: "path/to/cmd --arg1 one",
Cmd: "path/to/server --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: nil,
@@ -331,3 +336,106 @@ models:
assert.Equal(t, "model model1 requires a proxy value when not using automatic ${PORT}", err.Error())
})
}
func TestConfig_MacroReplacement(t *testing.T) {
content := `
startPort: 9990
macros:
svr-path: "path/to/server"
argOne: "--arg1"
argTwo: "--arg2"
autoPort: "--port ${PORT}"
models:
model1:
cmd: |
${svr-path} ${argTwo}
# the automatic ${PORT} is replaced
${autoPort}
${argOne}
--arg3 three
cmdStop: |
/path/to/stop.sh --port ${PORT} ${argTwo}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
sanitizedCmd, err := SanitizeCommand(config.Models["model1"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "path/to/server --arg2 --port 9990 --arg1 --arg3 three", strings.Join(sanitizedCmd, " "))
sanitizedCmdStop, err := SanitizeCommand(config.Models["model1"].CmdStop)
assert.NoError(t, err)
assert.Equal(t, "/path/to/stop.sh --port 9990 --arg2", strings.Join(sanitizedCmdStop, " "))
}
func TestConfig_MacroErrorOnUnknownMacros(t *testing.T) {
tests := []struct {
name string
field string
content string
}{
{
name: "unknown macro in cmd",
field: "cmd",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: |
${svr-path} --port ${PORT}
${unknownMacro}
`,
},
{
name: "unknown macro in cmdStop",
field: "cmdStop",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: "${svr-path} --port ${PORT}"
cmdStop: "kill ${unknownMacro}"
`,
},
{
name: "unknown macro in proxy",
field: "proxy",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: "${svr-path} --port ${PORT}"
proxy: "http://localhost:${unknownMacro}"
`,
},
{
name: "unknown macro in checkEndpoint",
field: "checkEndpoint",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: "${svr-path} --port ${PORT}"
checkEndpoint: "http://localhost:${unknownMacro}/health"
`,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := LoadConfigFromReader(strings.NewReader(tt.content))
assert.Error(t, err)
assert.Contains(t, err.Error(), "unknown macro '${unknownMacro}' found in model1."+tt.field)
//t.Log(err)
})
}
}