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289 Commits

Author SHA1 Message Date
David Wen Riccardi-Zhu 6516532568 Add optional TLS support (#340)
* Add optional TLS support

Introduce HTTPS support with net/http Server.ListenAndServeTLS.

This should enable the option of serving via HTTPS without a reverse
proxy.

Add two flags:
- tls-cert-file (path to the TLS certificate file)
- tls-key-file (path to the TLS private key file)

Both flags must be supplied together; otherwise exit with error.

If both flags are present, call srv.ListenAndServeTLS.
If not, fall back to the existing srv.ListenAndServe (HTTP); no changes
to existing non‑TLS behavior.
2025-10-15 19:29:02 -07:00
David Wen Riccardi-Zhu d58a8b85bf Refactor to use httputil.ReverseProxy (#342)
* Refactor to use httputil.ReverseProxy

Refactor manual HTTP proxying logic in Process.ProxyRequest to use the standard
library's httputil.ReverseProxy.

* Refactor TestProcess_ForceStopWithKill test

Update to handle behavior with httputil.ReverseProxy.

* Fix gin interface conversion panic
2025-10-13 16:47:04 -07:00
Benson Wong caf9e98b1e Fix race conditions in proxy.Process (#349)
- Fix data races found in proxy.Process by go's race detector. 
- Add data race detection to the CI tests. 

Fixes #348
2025-10-13 16:42:49 -07:00
Benson Wong 539278343b ui: tweak vertical space for mobile (#343) 2025-10-10 10:05:36 -07:00
Benson Wong 00b738cd0f Add Macro-In-Macro Support (#337)
Add full macro-in-macro support so any user defined macro can contain another one as long as it was previously declared in the configuration file.

Fixes #336
Supercedes #335
2025-10-06 22:57:15 -07:00
Benson Wong 70930e4e91 proxy: add support for user defined metadata in model configs (#333)
Changes: 

- add Metadata key to ModelConfig
- include metadata in /v1/models under meta.llamaswap key
- add recursive macro substitution into Metadata
- change macros at global and model level to be any scalar type

Note: 

This is the first mostly AI generated change to llama-swap. See #333 for notes about the workflow and approach to AI going forward.
2025-10-04 19:56:41 -07:00
Benson Wong 1f6179110c proxy/config: add model level macros (#330)
* proxy/config: add model level macros

Add macros to model configuration. Model macros override macros that are
defined at the global configuration level. They follow the same naming
and value rules as the global macros.

* proxy/config: fix bug with macro reserved name checking

The PORT reserved name was not properly checked

* proxy/config: add tests around model.filters.stripParams

- add check that model.filters.stripParams has no invalid macros
- renamed strip_params to stripParams for camel case consistency
- add legacy code compatibility so  model.filters.strip_params continues to work

* proxy/config: add duplicate removal to model.filters.stripParams

* clean up some doc nits
2025-09-28 23:32:52 -07:00
Benson Wong 216c40b951 proxy/config: create config package and migrate configuration (#329)
* proxy/config: create config package and migrate configuration

The configuration is become more complex as llama-swap adds more
advanced features. This commit moves config to its own package so it can
be developed independently of the proxy package.

Additionally, enforcing a public API for a configuration will allow
downstream usage to be more decoupled.
2025-09-28 16:50:06 -07:00
Benson Wong 9e3d491c85 proxyToUpstream: add redirect with trailing slash to upstream endpoint (#322)
This adds a redirect to the upstream endpoint so it always ends with a trailing /. 

Fixes #321
2025-09-25 16:43:00 -07:00
Benson Wong 1a84926505 proxy: add unload of single model (#318)
This adds a new API endpoint, /api/models/unload/*model, that unloads a single model. In the UI when a model is in a ReadyState it will have a new button to unload it. 

Fixes #312
2025-09-24 20:53:48 -07:00
Oleg Shulyakov fc3bb716df UI styling / code improvements (#307)
Clean up and improve UI styling

* fix: UI - dependency cleanup
* chore: UI - start script
* refactor: UI - Extract Header
* fix: UI - Header styling
* fix: UI - LogViewer styling
* fix: UI - Models styling
* fix: UI - Activity styling
* fix: UI - ConnectionStatus colors
* review: UI - table border colors
2025-09-19 10:47:17 -07:00
Benson Wong c36986fef6 upstream handler support for model names with forward slash (#298)
The upstream handler would break on model IDs that contained a forward
slash. Model IDs like "aaa/bbb" called at upstream/aaa/bbb would result
in an error. This commit adds support for model IDs with a forward slash
by iteratively searching the path for a match.

Fixes: #229
2025-09-13 13:37:03 -07:00
Artur Podsiadły 558801db1a Fix nginx proxy buffering for streaming endpoints (#295)
* Fix nginx proxy buffering for streaming endpoints

- Add X-Accel-Buffering: no header to SSE endpoints (/api/events, /logs/stream)
- Add X-Accel-Buffering: no header to proxied text/event-stream responses
- Add nginx reverse proxy configuration section to README
- Add tests for X-Accel-Buffering header on streaming endpoints

Fixes #236

* Fix goroutine cleanup in streaming endpoints test

Add context cancellation to TestProxyManager_StreamingEndpointsReturnNoBufferingHeader
to ensure the goroutine is properly cleaned up when the test completes.
2025-09-09 16:07:46 -07:00
Benson Wong b21dee27c1 Fix #288 Vite hot module reloading creating multiple SSE connections (#290)
- move SSE (EventSource) connection to module level
- manage EventSource as a singleton, closing open connection before
  reopening a new one
2025-09-07 21:48:58 -07:00
Benson Wong f58c8c8ec5 Support llama.cpp's cache_n in timings info (#287)
Capture prompt cache metrics and surface them on Activities page in UI
2025-09-06 13:58:02 -07:00
Benson Wong 954e2dee73 Remove cmdStart from README [skip ci]
cmdStart was in the README but it doesn't exist. Fixed the typo. Oops.
2025-09-04 11:57:28 -07:00
Benson Wong a533aec736 small tweak to example config 2025-09-01 21:26:58 -07:00
Brett Profitt 97b17fc47d Add ${MODEL_ID} macro (#226)
The automatic ${MODEL_ID} macro includes the name of the model and can be used in Cmd and CmdStop.
2025-09-01 21:21:37 -07:00
Benson Wong 2457840698 Update README.md [skip ci] 2025-08-28 23:44:37 -07:00
Benson Wong 7f55494151 Update README.md [skip ci] 2025-08-28 22:47:28 -07:00
Benson Wong 831a90d3b0 Add different timeout scenarios to Process.checkHealthEndpoint #276 (#278)
- add a TCP connection timeout of 500ms
- increase HTTP client timeout to 5000ms

In this new behaviour the upstream has 500ms to accept a tcp connection
and 5000ms to respond to the HTTP request.
2025-08-28 22:03:14 -07:00
Yandrik 977f1856bb add /completion endpoint (#275)
* feat: add /completion endpoint
* chore: reformat using gofmt
2025-08-28 21:41:02 -07:00
Benson Wong 52b329f7bc Fix #277 race condition in ProcessGroup.ProxyRequest when swap=true 2025-08-28 21:38:40 -07:00
Benson Wong 57803fd3aa Support llama-server's /infill endpoint (#272)
Add support for llama-server's /infill endpoint and metrics gathering on the Activities page.
2025-08-27 08:36:05 -07:00
Benson Wong c55d0cc842 Add docs for model.concurrencyLimit #263 [skip ci] 2025-08-22 16:08:37 -07:00
Benson Wong 7acbaf4712 Add connection status indicator in UI (#260)
* show connection status as icon in UI title
* make connection status event driven
2025-08-20 13:58:24 -07:00
Benson Wong fcc5ad135a UI: Allow editing of title (#246)
- make <h1> title contentEditable
- title setting persists across reloads in localStorage
2025-08-17 09:42:06 -07:00
Benson Wong 305e5a0031 improve example config [skip ci] 2025-08-17 09:19:04 -07:00
Benson Wong 04fc67354a Improve Activity event handling in the UI (#254)
Improve Activity event handling in the UI

- fixes #252 found that the Activity page showed activity inconsistent
  with /api/metrics
- Change data structure for event metrics to array.
- Add Event stream connections status indicator
2025-08-15 21:44:08 -07:00
Benson Wong 4662cf7699 add 'unconfirmed bug' as default label in bug-report.md 2025-08-15 15:38:12 -07:00
Benson Wong 5dc6b3e6d9 Add barebones but working implementation of model preload (#209, #235)
Add barebones but working implementation of model preload

* add config test for Preload hook
* improve TestProxyManager_StartupHooks
* docs for new hook configuration
* add a .dev to .gitignore
2025-08-14 10:27:28 -07:00
Benson Wong 74c69f39ef Add prompt processing metrics (#250)
- capture prompt processing metrics
- display prompt processing metrics on UI Activity page
2025-08-14 10:02:16 -07:00
Benson Wong a186318892 Update Readme, Add screenshot for Activities page [skip ci] 2025-08-08 13:39:46 -07:00
Benson Wong c4e4d5e1e9 Update Readme UI Screenshot [skip ci] 2025-08-08 13:33:47 -07:00
Benson Wong 7985e94ba4 add tokens processed to ui models page 2025-08-08 13:28:39 -07:00
Benson Wong 74556c3a36 Update bug-report.md [skip ci] 2025-08-08 09:52:05 -07:00
Benson Wong 5c381e4b30 Add gofmt linting to ci 2025-08-07 20:29:18 -07:00
Benson Wong 10569ed546 Fix model alias usage in upstream path (#230)
Model alias values are not properly resolved and work in upstream/ path.

Related to #229.
2025-08-07 20:16:56 -07:00
Benson Wong 5b10b3c23f UI Tweaks (#228)
* sort model names in UI

* add toggle to show model id/name on UI model page
2025-08-07 11:07:03 -07:00
Benson Wong 45ea792a3a Fix UI panel not saving position correctly 2025-08-06 14:02:22 -07:00
Benson Wong 1bc2802353 fix panels not saving sizing state 2025-08-06 14:00:21 -07:00
Benson Wong 701476c0c4 Update README.md - remove contributor block [skip ci]
Contributor information available on the Github page's sidebar. Redundant.
2025-08-06 11:11:47 -07:00
Ben Greene 5c63e0066c return models sorted by id in /v1/models (#222) 2025-08-06 10:04:52 -07:00
Martin Garton 8be5073c51 Fix typo (#223) [skip ci]
Fix typo `lama-swap` -> `llama-swap`
2025-08-06 10:02:38 -07:00
Aaron Ang 6307bd3205 Add support for building Linux ARM64 binary in Makefile (#221) 2025-08-05 16:26:06 -07:00
Benson Wong 558a72de17 UI Improvements (#219)
- use react-resizable-panels for UI
- improve icons for buttons
- improve mobile layout with drag/resize panels
2025-08-03 17:49:13 -07:00
Leoyzen dc42cf366d Add config monitor support for k8s configmap. (#217) 2025-08-03 08:05:48 -07:00
Ryein Goddard ba0a81937a Update README.md (#216)
Update git clone protocol to https
2025-08-01 19:48:09 -07:00
Benson Wong 574fdfabb4 UI improvements (#213)
* use two column for logs view on wider screens

* hide log controls when panel is minimized
2025-07-31 11:59:21 -07:00
Benson Wong 5172cb2e12 Update docs in Readme [skip ci] 2025-07-30 11:51:14 -07:00
Benson Wong 5672cb03fd Update github actions for notifying homebrew build (#212)
Combine homebrew-llama-swap event with the release action
2025-07-30 11:29:03 -07:00
Benson Wong 0f583163f7 add /health (#211) 2025-07-30 10:37:10 -07:00
Benson Wong 7905fa9ea3 Update trigger-homebrew-update.yml [skip ci] 2025-07-30 10:13:49 -07:00
Ian Sebastian Mathew bbaf172956 add trigger to rebuild homebrew formula (#210) 2025-07-30 10:12:21 -07:00
Benson Wong fd50932dbc Decouple MetricsMiddleware from downstream handlers (#206)
* Decouple MetricsMiddleware from downstream handlers

Remove ls-real-model-name optimization. Within proxyOAIHandler the
request body's bytes are required for various rewriting features
anyways. This negated any benefits from trying not to parse it twice.
2025-07-27 10:36:06 -07:00
Gaël James 8c693e7fcf Add endpoint aliases for reranking models (#201)
* Add endpoint aliases for reranking models
* Add MetricsMiddleware to the previous reranking endpoint
* Fix the embeddings endpoint not having model set
2025-07-24 08:32:47 -07:00
Benson Wong 8f2af26a41 fix stats on model page 2025-07-23 13:57:33 -07:00
Benson Wong 01d4838fb3 Fix token metrics parsing (#199)
Fix #198

- use llama-server's `timings` info if available in response body
- send "-1" for token/sec when not able to accurately calculate
  performance
- optimize streaming body search for metrics information
2025-07-22 23:10:14 -07:00
Benson Wong accd65294b add contributors to README [skip ci] 2025-07-21 23:16:48 -07:00
Benson Wong 7472a25864 Update README.md [skip ci]
update screenshot for web UI
2025-07-21 23:08:19 -07:00
Benson Wong cce0bc6aa1 add guard to ensure ls-real-model-name is set in context 2025-07-21 22:59:41 -07:00
Benson Wong 36e25125e8 UI tidy [skip ci] 2025-07-21 22:47:55 -07:00
Benson Wong 9a54273d15 Update UI with new Activity event stream from #195
- use new metrics data instead of log parsing
- auto-start events connection to server, improves responsiveness
- remove unnecessary libraries and code
2025-07-21 22:42:30 -07:00
g2mt 87dce5f8f6 Add metrics logging for chat completion requests (#195)
- Add token and performance metrics  for v1/chat/completions 
- Add Activity Page in UI
- Add /api/metrics endpoint

Contributed by @g2mt
2025-07-21 22:19:55 -07:00
Benson Wong 307e619521 remove old eventsources from UI 2025-07-19 15:36:40 -07:00
Benson Wong 6299c1b874 Fix High CPU (#189)
* vendor in kelindar/event lib and refactor to remove time.Ticker
2025-07-15 18:04:30 -07:00
Yathi a906cd459b Strip comments before macro expansion in config (#193)
A bug fix that ensures comments don't interfere with macro expansion by
removing them first. This prevents unwanted comment text from appearing
in the final expanded command.

Co-authored-by: Yathiraj Bollimbala G <yathi@yStudio.localdomain>
2025-07-15 10:14:16 -07:00
Benson Wong 78b2bc3dbc add toggle to hide/show unlisted models (#187) 2025-07-02 16:14:20 -07:00
Benson Wong 6a058e4191 Change fsnotify to watch config directory instead of file
The fsnotify library suggests watching a directory and checking that the
name matches the configuration file.
2025-07-02 10:23:52 -07:00
Benson Wong 1921e570d7 Add Event Bus (#184)
Major internal refactor to use an event bus to pass event/messages along. These changes are largely invisible user facing but sets up internal design for real time stats and information.

- `--watch-config` logic refactored for events
- remove multiple SSE api endpoints, replaced with /api/events
- keep all functionality essentially the same
- UI/backend sync is in near real time now
2025-07-01 22:17:35 -07:00
Benson Wong c867a6c9a2 Add name and description to v1/models list (#179)
* Add support for name and description in v1/models list
* add configuration example for name and description
2025-06-30 23:02:44 -07:00
Leoyzen 3bd1b23ce0 fix config hot-reload on k8s (#181)
Co-authored-by: Leoyzen <leoyzen@gmial.com>
2025-06-27 11:49:31 -07:00
srevn 10606abf89 fix config hot-reload on macos (#180)
Co-authored-by: srevn <srevn@github>
2025-06-26 09:20:50 -07:00
Benson Wong fefd14903d improve log display and add a small stats table in ui (#178) 2025-06-25 12:27:49 -07:00
Benson Wong 717d64e336 update GUI image in README [skip ci] 2025-06-24 10:38:28 -07:00
Benson Wong 285191e655 Various UI improvements (#176)
* add retry/backoff to reconnecting log streams
* update favicons
2025-06-23 16:17:21 -07:00
Benson Wong 4236cec03a Add Filters to Model Configuration (#174)
llama-swap can strip specific keys in JSON requests. This is useful for removing the ability for clients to set sampling parameters like temperature, top_k, top_p, etc.
2025-06-23 10:52:29 -07:00
Alex O'Connell 756193d0dd Load models in the UI without navigating the page (#173)
* Load models in the UI without navigating the page

* fix table layout for mobile
2025-06-19 14:39:07 -07:00
Benson Wong a6b2e930d8 Update README.md [skip ci] 2025-06-18 11:47:08 -07:00
Benson Wong 9e02c22ff8 stopCmd should use same environment as p.cmd.Env (#171, #172) 2025-06-18 11:36:59 -07:00
Benson Wong 0bdbf2fdc1 fix more goreleaser deprecation warnings [skip ci] 2025-06-18 11:15:12 -07:00
Benson Wong 49035e2e8e Append custom env vars instead of replace in Process (#171)
Append custom env vars instead of replace in Process (#168, #169)

PR #162 refactored the default configuration code. This
introduced a subtle bug where `env` became `[]string{}` instead of the
default of `nil`.

In golang, `exec.Cmd.Env == nil` means to use the "current process's
environment". By setting it to `[]string{}` as a default the Process's
environment was emptied out which caused an array of strange and
difficult to troubleshoot behaviour. See issues #168 and #169

This commit changes the behaviour to append model configured environment
variables to the default list rather than replace them.
2025-06-18 11:09:13 -07:00
Benson Wong 9963ae18bf fix? deprecation warning in .goreleaser.yaml [skip-ci] 2025-06-18 07:49:33 -07:00
Benson Wong 2ae48c713b add debug output for start command 2025-06-18 07:43:23 -07:00
Benson Wong 54c519e365 update Makefile to install ui deps 2025-06-17 09:54:01 -07:00
Benson Wong 3fce9ee0e9 Update README.md [skip ci] 2025-06-17 09:53:22 -07:00
Benson Wong 5899ae7966 Update README.md [skip ci] 2025-06-17 09:52:47 -07:00
Benson Wong 591a9cdf4d update release.yml 2025-06-16 16:50:25 -07:00
Benson Wong 9a3c656738 New UI (#157, #164)
- Add a react UI to replace the plain HTML one. 
- Serve as a foundation for better GUI interactions
2025-06-16 16:45:19 -07:00
Benson Wong 75015f82ea fix bug caused by macro replacement order (#166)
User defined macros should be applied before checking for ${PORT} constraint in model.cmd and model.proxy.
2025-06-16 15:32:09 -07:00
Thammachart Chinvarapon cc33b6c270 restore intel docker builds (#163) 2025-06-16 11:13:49 -07:00
Benson Wong 4fa12a429c Refactor all default config values into config.go (#162)
- Move all default values into one place.
- Update tests to be more cross platform
2025-06-15 12:32:00 -07:00
Benson Wong 2dc0ca0663 improve llama-swap upstream process recovery and restarts (#155)
Refactor internal upstream process life cycle management to recover better from unexpected situations. With this change llama-swap should never need to be restarted due to a crashed upstream child process.  The `StateFailed` state was removed in favour of always trying to start/restart a process.
2025-06-05 16:24:55 -07:00
Daniel Hofer a84098d3b4 Add missing object type to /v1/models endpoint (#154) 2025-06-02 09:25:45 -07:00
Benson Wong 4d02ccd26a Update README.md [skip ci] 2025-05-30 09:38:45 -07:00
Benson Wong dfd47eeac4 Readme updates [skip ci] 2025-05-30 09:19:08 -07:00
Benson Wong 1ac6499c08 Add macros to Configuration schema (#149)
* Add macros to Configuration schema
* update docs
2025-05-29 21:51:25 -07:00
Benson Wong 25f3dc25e7 small doc update [skip ci] 2025-05-26 16:03:27 -07:00
Benson Wong 8422e4e6a1 move some docs to the wiki [no-ci] 2025-05-26 15:46:08 -07:00
Benson Wong 02ee29d881 increase default healthCheckTimeout to 120s 2025-05-26 09:57:53 -07:00
Benson Wong b2a891f8f4 Disable building of intel container until it's fixed upstream 2025-05-23 22:54:43 -07:00
Yuta Hayashibe 8d2b568897 Improve install script (#144)
* Use `python3` instead of `curl` and `jq`

* Use quote to word splitting

* Remove undefined `local` in POSIX sh

* Added `LLAMA_SWAP_DEFAULT_ADDRESS` to customize the server address

* Added `mktemp` to `NEEDS`
2025-05-23 09:39:55 -07:00
Yuta Hayashibe fb44cf4e08 Fix typos (#143) 2025-05-23 08:40:15 -07:00
Benson Wong 02aee4e86d remove noisy debug print message 2025-05-20 10:43:10 -07:00
Benson Wong f45896d395 add guard to avoid unnecessary logic in Process.Shutdown 2025-05-20 10:43:09 -07:00
choyuansu f7e46a359f Add link to unload endpoint in upstream list (#140)
* Add link to open /unload
2025-05-20 08:31:44 -07:00
choyuansu c260907415 Add linux install and uninstall shell scripts (#139)
Contribution for install, and uninstall llama-swap in linux.
2025-05-19 12:03:33 -07:00
Benson Wong b83a5fa291 make Failed stated recoverable (#137)
A process in the failed state can transition to stopped either by calling /unload or swapping to another model.
2025-05-16 19:54:44 -07:00
Benson Wong 6e2ff28d59 improve cmdStop docs [no ci] 2025-05-16 13:52:04 -07:00
Benson Wong a8b81f2799 Add stopCmd for custom stopping instructions (#136)
Allow configuration of how a model is stopped before swapping. Setting `cmdStop` in the configuration will override the default behaviour and enables better integration with other process/container managers like docker or podman.
2025-05-16 13:48:42 -07:00
Benson Wong f9ee7156dc update configuration examples for multiline yaml commands #133 2025-05-16 11:45:39 -07:00
fakezeta 2d00120781 Update proxymanager.go (#135) 2025-05-16 06:45:09 -07:00
Benson Wong afc9aef058 Fix #133 SanitizeCommand removes comments (#134) 2025-05-15 15:28:50 -07:00
Benson Wong d7b390df74 Add GH Action for Testing on Windows (#132)
* Add windows specific test changes
* Change the command line parsing library - Possible breaking changes for windows users!
2025-05-14 21:51:53 -07:00
Benson Wong 5025c2f1f3 Add GH windows tests (not working yet) 2025-05-14 19:58:22 -07:00
Benson Wong e3a0b013c1 add content length test for #131 2025-05-14 19:50:01 -07:00
Fadenfire f5763a94a0 Fix content length being incorrect when useModelName is used (#131)
* Fix content length being incorrect when useModelName is used
* Update c.Request.ContentLength as well
2025-05-14 19:37:54 -07:00
Benson Wong 8ada72eb57 Update issue templates 2025-05-14 16:36:32 -07:00
Benson Wong 2441b383d3 Make checking for process killed status more robust 2025-05-14 16:26:56 -07:00
Benson Wong 25f251699c Prevent StateFailed after SIGKILL (#129)
Closes #125
2025-05-14 10:47:35 -07:00
Benson Wong 7f37bcc6eb Improve testing around using SIGKILL (#127)
* Add test for SIGKILL of process
* silent TestProxyManager_RunningEndpoint debug output
* Ref #125
2025-05-13 21:21:52 -07:00
Benson Wong 519c3a4d22 Change /unload to not wait for inflight requests (#125)
Sometimes upstreams can accept HTTP but never respond causing requests
to build up waiting for a response. This can block Process.Stop() as
that waits for inflight requests to finish. This change refactors the
code to not wait when attempting to shutdown the process.
2025-05-13 11:39:19 -07:00
Benson Wong 9dc4bcb46c Add a concurrency limit to Process.ProxyRequest (#123) 2025-05-12 18:12:52 -07:00
Benson Wong cb876c143b update example config 2025-05-12 10:20:18 -07:00
Sam bc652709a5 Add config hot-reload (#106)
introduce --watch-config command line option to reload ProxyManager when configuration changes.
2025-05-11 17:37:00 -07:00
Thammachart Chinvarapon 9548931258 ci: re-enabled intel build pipeline (#121) 2025-05-11 00:19:57 -07:00
Benson Wong 5c5a5da664 Update README.md
removed extra section.
2025-05-06 06:59:15 -07:00
Benson Wong aa9ef59aa5 Create .coderabbit.yaml 2025-05-05 19:47:23 -07:00
Benson Wong 09e52c0500 Automatic Port Numbers (#105)
Add automatic port numbers assignment in configuration file. The string `${PORT}` will be substituted in model.cmd and model.proxy for an actual port number. This also allows model.proxy to be omitted from the configuration.
2025-05-05 17:07:43 -07:00
Benson Wong ca9063ffbe ensure aliases are unique (#116) 2025-05-05 15:34:18 -07:00
Benson Wong 21d7973d11 Improve content-length handling (#115)
ref: See #114

* Improve content-length handling
- Content length was not always being sent
- Add tests for content-length
2025-05-05 10:46:26 -07:00
Yi Hong Ang cc450e9c5f fix issue where proxy is still proxying with chunked transfer-encoding (#114) 2025-05-05 10:00:03 -07:00
Benson Wong 27465fe053 bug fix with missing early return statements fix #112 2025-05-05 09:32:44 -07:00
Benson Wong 9667989727 Disabling intel container build since it's been broken for weeks. 2025-05-04 21:39:42 -07:00
Benson Wong d9a1ddea0d Truncate web logs to 100K characters (#111)
* set log limit to 100K in browser
2025-05-02 23:43:21 -07:00
Benson Wong e7ab024ca0 small locking optimization 2025-05-02 23:18:07 -07:00
Benson Wong 448ccae959 Introduce Groups Feature (#107)
Groups allows more control over swapping behaviour when a model is requested. The new groups feature provides three ways to control swapping: within the group, swapping out other groups or keep the models in the group loaded persistently (never swapped out). 

Closes #96, #99 and #106.
2025-05-02 22:35:38 -07:00
Benson Wong ec0348e431 Reduce stale time for issues 2025-04-29 21:16:34 -07:00
Benson Wong 06eda7f591 tag all process logs with its ID (#103)
Makes identifying Process of log messages easier
2025-04-25 12:58:25 -07:00
Benson Wong 5fad24c16f Make checkHealthTimeout Interruptable during startup (#102)
interrupt and exit Process.start() early if the upstream process exits prematurely or unexpectedly.
2025-04-24 14:39:33 -07:00
Benson Wong 8404244fab Moderate security update for golang/x/net -> v0.38.0 2025-04-24 09:58:40 -07:00
Benson Wong 712cd01081 fix confusing INFO message [no ci] 2025-04-24 09:56:20 -07:00
Benson Wong 1f7aa359b1 Update header image
AI has finally made my dreams of llamas in funny clothing and stuck in
a claw machine waiting to be picked come true!
2025-04-23 13:02:12 -07:00
Benson Wong b138d6cf25 fix starhistory in README 2025-04-15 20:23:46 -07:00
Benson Wong fb7c808082 add timing for Process start, stop, total request time (#91) 2025-04-14 14:34:59 -07:00
Benson Wong a7e640b0f7 add aider example 2025-04-07 12:37:14 -07:00
Benson Wong 593604dfdc Show proxy and upstream logs in separate columns in logs UI 2025-04-05 10:36:54 -07:00
Benson Wong b8f888f864 Logging Improvements (#88)
This change revamps the internal logging architecture to be more flexible and descriptive. Previously all logs from both llama-swap and upstream services were mixed together. This makes it harder to troubleshoot and identify problems. This PR adds these new endpoints: 

- `/logs/stream/proxy` - just llama-swap's logs
- `/logs/stream/upstream` - stdout output from the upstream server
2025-04-04 21:01:33 -07:00
Benson Wong 192b2ae621 Remove no longer needed test 2025-04-04 14:46:01 -07:00
Benson Wong b7f8cb5094 Limit Access-Control-Allow-Origin to OPTIONS preflight requests #85 2025-04-04 14:44:35 -07:00
Benson Wong a23da6eb57 Sanitize CORS headers (#85)
Add sanitation step for `Access-Control-Allow-Headers` when echoing back user supplied headers
2025-04-01 08:43:53 -07:00
Grigorii Khvatskii 4c3aa40564 add graceful process termination on windows (#82) 2025-03-25 15:26:33 -07:00
Benson Wong 84e2c07a7e Refactor wildcard out of CORS headers (#81)
Changes to CORS functionality: 

- `Access-Control-Allow-Origin: *` is set for all requests 
- for pre-flight OPTIONS requests
  - specify methods: `Access-Control-Allow-Methods: GET, POST, PUT, PATCH, DELETE, OPTIONS`
  - if the client sent `Access-Control-Request-Headers` then echo back the same value in `Access-Control-Allow-Headers`. If no `Access-Control-Request-Headers` were sent, then send back a default set
  - set `Access-Control-Max-Age: 86400` to that may improve performance 
- Add CORS tests to the proxy-manager
2025-03-25 15:24:43 -07:00
Benson Wong 680af28bcc Allow very permissive CORS headers (#77) 2025-03-20 15:50:21 -07:00
Benson Wong d94db42ffe fix bug checking incorrect error 2025-03-20 15:49:36 -07:00
Benson Wong 93cd83c55c add override for windows (#76) 2025-03-20 13:23:04 -07:00
Benson Wong 5565fca3ac add some badges to README 2025-03-19 11:25:06 -07:00
Benson Wong d625ab8d92 Refactor process state management (#70) (#73)
* add isValidStateTransition helper function
* Replace Process.setState() with Process.swapState()
* Refactor locking logic in Process
2025-03-15 17:14:03 -07:00
Benson Wong a3f82c140b tidy up config examples in README 2025-03-15 10:36:45 -07:00
Benson Wong 5c97299e7b Add support for sending a custom model name to upstream (#69) (#71)
* add test for splitRequestedModel()
* Add `useModelName` parameter to model configuration
* add docs to README
2025-03-14 21:07:52 -07:00
Benson Wong 671c1a5a7b update deps 2025-03-13 14:00:15 -07:00
Benson Wong 52c0196e0f clean up feature list in readme 2025-03-13 13:55:20 -07:00
Benson Wong 3201a68a04 Add /v1/audio/transcriptions support (#41)
* add support for /v1/audio/transcriptions
2025-03-13 13:49:39 -07:00
Florin-Gabriel Dumitru 3ac94ad20e Adds an endpoint '/running' (#61)
* Adds an endpoint '/running' that returns either an empty JSON object if no model has been loaded so far, or the last model loaded (model key) and it's current state (state key). Possible state values are: stopped, starting, ready and stopping.

* Improves the `/running` endpoint by allowing multiple entries under the `running` key within the JSON response.
Refactors the `/running` method name (listRunningProcessesHandler).
Removes the unlisted filter implementation.

* Adds tests for:
- no model loaded
- one model loaded
- multiple models loaded

* Adds simple comments.

* Simplified code structure as per 250313 comments on PR #65.

---------

Co-authored-by: FGDumitru|B <xelotx@gmail.com>
2025-03-13 13:42:59 -07:00
Benson Wong 60355bf74a fix some potentially confusing Process.start() comment 2025-03-11 11:00:45 -07:00
Benson Wong 9b2ed244e2 Improve Continuous integration and fix concurrency bugs (#66)
- improvements to the continuous GH actions
- fix edge case concurrency bugs with Process.start() and state transitions discovered setting up CI.
2025-03-11 10:39:14 -07:00
Benson Wong eeb72297f7 add first version of CI for go 2025-03-11 08:45:56 -07:00
Benson Wong eabfe70cc6 add GH action to close inactive issues 2025-03-09 19:51:48 -07:00
Benson Wong 29cd98878d better container build logic when upstream containers do not exist 2025-03-09 13:02:06 -07:00
Benson Wong b3d331da0d Properly strip profile name slug from models fixes (#62)
The profile slug in a model name, `profile:model`, is specific to
llama-swap. This strips `profile:` out of the model name request so
upstreams that expect just `model` work and do not require knowing about
the profile slug.
2025-03-09 12:41:52 -07:00
Benson Wong 62275e078d add examples to restart on config change #59 2025-03-06 10:50:29 -08:00
Benson Wong 88916059e1 add /unload to docs 2025-03-03 10:44:16 -08:00
Benson Wong 082d5d0fc5 Add /unload endpoint (#58) to unload all currently running models 2025-03-03 10:33:36 -08:00
Benson Wong 53338938bd increase health check to a minimum of 5 seconds 2025-03-03 10:04:08 -08:00
Benson Wong af653347ae Update README.md w/ starhistory graph 2025-02-27 16:43:34 -08:00
Benson Wong 1e25b44a06 add workflow_dispatch to release action 2025-02-18 17:27:43 -08:00
Benson Wong 0815bb4cc3 Add windows to goreleaser #54 2025-02-18 17:26:43 -08:00
daschiller 7187cfe52e add Windows build support to Makefile (#54) 2025-02-18 17:24:31 -08:00
Benson Wong 24089d2d9c remove "no musa container" note from README 2025-02-18 16:38:48 -08:00
Benson Wong ebabe55ff3 Delete untagged packages after build and push (#55) 2025-02-18 10:32:32 -08:00
Benson Wong 41a338297c deletion of untagged containers happen after build-and-push 2025-02-18 10:11:59 -08:00
Benson Wong 7e3353efeb add action step to remove untagged containers 2025-02-18 10:08:41 -08:00
Benson Wong 4ed58fb173 update container build action 2025-02-18 09:59:06 -08:00
Benson Wong f5a2be698d revert package src until new ggml-org has them 2025-02-15 18:23:58 -08:00
Benson Wong f5e6ec3b7a fix package src in containerfile 2025-02-15 18:20:35 -08:00
Benson Wong 3f462da146 switch package source from ggerganov to ggml-org 2025-02-15 18:18:49 -08:00
Benson Wong 48bd766536 Update README.md 2025-02-14 22:05:52 -08:00
Benson Wong 8d319da4dd improve README organization (i think...) 2025-02-14 15:59:12 -08:00
Benson Wong be7c502448 improve docs 2025-02-14 15:47:31 -08:00
Benson Wong 92336f00bf more container build fixes 2025-02-14 15:34:38 -08:00
Benson Wong ed2a50d9a6 fix bug in build-container.sh 2025-02-14 15:27:56 -08:00
Benson Wong 0acfdb9f78 update workflow to build cpu and disable musa 2025-02-14 15:26:59 -08:00
Benson Wong 96a8ea0241 add cpu docker container build 2025-02-14 15:25:45 -08:00
Benson Wong f20f2c9b7a add docs and container build improvements #43 2025-02-14 12:20:07 -08:00
Benson Wong 7a97c38828 enable parallel container built #46 2025-02-14 11:04:33 -08:00
Benson Wong 4885132565 more permissions futzing 2025-02-14 11:02:15 -08:00
Benson Wong 8b46a0b7f1 grant package:write to container workflow #46 2025-02-14 10:55:30 -08:00
Benson Wong 1b6736ec6f rename workflow for containers 2025-02-14 10:50:15 -08:00
Benson Wong ddc1ce031e fix container file name #46 2025-02-14 10:49:44 -08:00
Benson Wong 11d024bbaa just build cuda while debugging 2025-02-14 10:48:06 -08:00
Benson Wong 43e23c16dc add check for GITHUB_TOKEN #46 2025-02-14 10:47:25 -08:00
Benson Wong f9c8e763ba add execute bit on build-container.sh 2025-02-14 10:44:53 -08:00
Benson Wong d7e1bb9f7c add GITHUB_TOKEN to container build env 2025-02-14 10:43:44 -08:00
Benson Wong ab93460a8b first container code (#52) 2025-02-14 10:39:25 -08:00
Benson Wong 13d4552edc Add FreeBSD/amd64 to auto built releases (#51) 2025-02-13 16:44:31 -08:00
Benson Wong 6667e307a2 Update README.md 2025-02-08 10:28:35 -08:00
Benson Wong 7ac446e6a9 Update README.md 2025-02-08 10:26:11 -08:00
Benson Wong eab9795bcc remove panic() when cmd or process is nil 2025-02-07 14:00:32 -08:00
Benson Wong 09bdd86b54 Improve shutdown behaviour (#47) (#49)
Introduce `Process.Shutdown()` and `ProxyManager.Shutdown()`. These two function required a lot of internal process state management refactoring. A key benefit is that `Process.start()` is now interruptable. When `Shutdown()` is called it will break the long health check loop. 

State management within Process is also improved. Added `starting`, `stopping` and `shutdown` states. Additionally, introduced a simple finite state machine to manage transitions.
2025-02-05 17:19:59 -08:00
Benson Wong 85cd74a51c Improve process start and stop reliability (#38)
Refactor Process.start()/Stop() logic (#38)
- remove cmd.Wait() call in start(). This seems to conflict with the one
  in .Stop(). Removing it eliminated no child errors
- eliminate goroutines in .start() as it no longer required
2025-02-03 11:50:38 -08:00
Benson Wong 314d2f2212 remove cmd_stop configuration and functionality from PR #40 (#44)
* remove cmd_stop functionality from #40
2025-01-31 12:42:44 -08:00
Benson Wong fad25f3e11 Use client request context in proxy request (#43)
Canceled or closed HTTP requests from clients will also stop the proxied
HTTP requests to upstreamed servers.
2025-01-31 10:21:49 -08:00
Benson Wong 2c3e3e27f7 Support OPTIONS requests (#42)
Add middleware that responds with permissive OPTIONS headers
for all request paths.
2025-01-31 10:09:07 -08:00
Benson Wong baeb0c4e7f Add cmd_stop configuration to better support docker (#35)
Add `cmd_stop` to model configuration to run a command instead of sending a SIGTERM to shutdown a process before swapping.
2025-01-30 16:59:57 -08:00
Benson Wong 2833517eef Improve handling of process that do not handle SIGTERM (#38)
- Process TTL goroutine did not have a return after .Stop()
- Improve logging
- Add test TestProcess_LowTTLValue to measure SIGTERM error rate
2025-01-20 14:39:52 -08:00
Benson Wong abdc2bfdb3 Fix panic when requesting non-members of profiles
A panic occurs when a request for an invalid profile:model pair is made.
The edge case is that the profile exists and the model exists but they're
not configured as a pair.

This adds an additional check to make sure the profile:model pair is
valid before attempting to swap the model.
2025-01-16 12:06:38 -08:00
Benson Wong c3b834737f Update README.md 2025-01-13 22:37:30 -08:00
Benson Wong 3c8e727b73 Update README.md 2025-01-12 19:48:35 -08:00
Benson Wong 3a1e9f81f1 support TTS /v1/audio/speech (#36) 2025-01-12 16:27:01 -08:00
Benson Wong 72c883f36c Update README.md 2025-01-02 09:01:51 -08:00
Benson Wong 1b04d034cf Update README.md 2025-01-02 08:59:11 -08:00
Benson Wong 2e45f5692a Update README.md
Improve README documentation.
2025-01-01 12:51:24 -08:00
Benson Wong c97b80bdfe Update README.md 2025-01-01 12:25:45 -08:00
Benson Wong ae3ef9bc39 Refactor UI (#33)
- add html to / instead of 404
- add client side regex to /logs
2024-12-23 19:48:59 -08:00
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
Benson Wong 73ad85ea69 Implement Multi-Process Handling (#7)
Refactor code to support starting of multiple back end llama.cpp servers. This functionality is exposed as `profiles` to create a simple configuration format. 

Changes: 

* refactor proxy tests to get ready for multi-process support
* update proxy/ProxyManager to support multiple processes (#7)
* Add support for Groups in configuration
* improve handling of Model alias configs
* implement multi-model swapping
* improve code clarity for swapModel
* improve docs, rename groups to profiles in config
2024-11-23 19:45:13 -08:00
Benson Wong 533162ce6a add support for automatically unloading a model (#10) (#14)
* Make starting upstream process on-demand (#10)
* Add automatic unload of model after TTL is reached
* add `ttl` configuration parameter to models in seconds, default is 0 (never unload)
2024-11-19 16:32:51 -08:00
Benson Wong ba39ed4c18 Add support for legacy v1/completions API (#12) 2024-11-19 09:57:39 -08:00
Benson Wong 21f54f96c2 Merge pull request #13 from mostlygeek/set-content-length
Dechunk HTTP requests by default (#11)
2024-11-19 09:46:03 -08:00
Benson Wong 7eec51f3f2 Dechunk HTTP requests by default (#11)
ProxyManager already has all the Request body's data. There is no never
a need to use chunked transfer encoding to the upstream process.
2024-11-19 09:40:44 -08:00
Benson Wong 5021e0f299 remove the process handler override 2024-11-18 21:26:39 -08:00
Benson Wong c9233d2c9a use gin instead of standard http lib in main 2024-11-18 15:58:28 -08:00
Benson Wong a33ac6f8fb update README 2024-11-18 15:37:50 -08:00
Benson Wong 401aa88949 move log handlers to separate file 2024-11-18 15:33:06 -08:00
Benson Wong e9e88fd229 rename proxy.go to proxymanager.go 2024-11-18 15:30:34 -08:00
Benson Wong c3b4bb1684 use gin for http server 2024-11-18 15:30:16 -08:00
Benson Wong e5c909ddf7 add tests for proxy.Process 2024-11-17 20:49:14 -08:00
Benson Wong 36a31f450f add proxy.Process to manage upstream proxy logic 2024-11-17 16:41:15 -08:00
Benson Wong a8e5ee13b9 Add logging with pipes example to README 2024-11-15 09:10:43 -08:00
Benson Wong 5944a86e86 fix early timeout bug 2024-11-09 20:08:40 -08:00
Benson Wong 63d4a7d0eb Improve LogMonitor to handle empty writes and ensure buffer immutability
- Add a check to return immediately if the write buffer is empty
- Create a copy of new history data to ensure it is immutable
- Update the `GetHistory` method to use the `any` type for the buffer interface
- Add a test case to verify that the buffer remains unchanged
  even if the original message is modified after writing
2024-11-02 10:41:23 -07:00
Benson Wong f45469f7ff Merge pull request #8 from mostlygeek/improve-upstream-monitoring-issue5
Improvements to handling of the upstream process so errors happen whenever one of these is first:

    the health check timeout is reached waiting for the upstream process to be ready
    the upstream process exits unexpectedly

With this change llama-swap is more compatible with use cases like containerized upstream services (#5) which pull the container before HTTP endpoints are ready.
2024-11-01 15:28:06 -07:00
Benson Wong 34f9fd7340 Improve timeout and exit handling of child processes. fix #3 and #5
llama-swap only waited a maximum of 5 seconds for an upstream
HTTP server to be available. If it took longer than that it will error
out the request. Now it will wait up to the configured healthCheckTimeout
or the upstream process unexpectedly exits.
2024-11-01 14:32:39 -07:00
Benson Wong 8448efa7fc revise health check logic to not error on 5 second timeout 2024-11-01 09:42:37 -07:00
Benson Wong 8cf2a389d8 Refactor log implementation
- use []byte instead of unnecessary string conversions
- make LogManager.Broadcast private
- make LogManager.GetHistory public
- add tests
2024-10-31 12:16:54 -07:00
Benson Wong 0f133f5b74 Add /logs endpoint to monitor upstream processes
- outputs last 10KB of logs from upstream processes
- supports streaming
2024-10-30 21:02:30 -07:00
Benson Wong 1510b3fbd9 clean up README 2024-10-22 10:37:45 -07:00
Benson Wong 0f8a8e70f1 add header image 2024-10-22 10:30:30 -07:00
Benson Wong 6c3819022c Add compatibility with OpenAI /v1/models endpoint to list models 2024-10-21 15:38:12 -07:00
Benson Wong 8580f0f733 Merge pull request #6 from mostlygeek/multiline-config
Support multiline cmds in YAML configuration
2024-10-19 20:07:36 -07:00
Benson Wong be82d1a6a0 Support multiline cmds in YAML configuration
Add support for multiline `cmd` configurations allowing for nicer looking configuration YAML files.
2024-10-19 20:06:59 -07:00
Benson Wong 6cf0962807 Add custom check endpoint
Replace previously hardcoded value for /health to check when the server became ready to serve traffic. With this the server can support any server that provides an an OpenAI compatible inference endpoint.
2024-10-11 22:02:14 -07:00
Benson Wong 8eb5b7b6c4 Add custom check endpoint
Replace previously hardcoded value for `/health` to check when the
server became ready to serve traffic. With this the server can support
any server that provides an an OpenAI compatible inference endpoint.
2024-10-11 21:59:21 -07:00
Benson Wong 5a57688aa8 add .vscode to .gitignore 2024-10-05 19:37:00 -07:00
Benson Wong b79b7ef3d9 add goreleaser config to limit GOOS and GOARCH builds 2024-10-04 21:46:55 -07:00
107 changed files with 16332 additions and 372 deletions
+15
View File
@@ -0,0 +1,15 @@
# yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.json
language: "en-US"
early_access: false
reviews:
profile: "chill"
request_changes_workflow: false
high_level_summary: true
poem: false
review_status: true
collapse_walkthrough: false
auto_review:
enabled: true
drafts: false
chat:
auto_reply: true
+39
View File
@@ -0,0 +1,39 @@
---
name: Bug Report
about: I found a defect
title: ''
labels: 'unconfirmed bug'
assignees: ''
---
> [!IMPORTANT]
> If you have questions about llama-swap please post in the Q&A in Discussions. Use bug reports when you've found a defect and wish to discuss a fix.
**Describe the bug**
A clear and concise description of what the bug is.
**Expected behaviour**
A clear and concise description of what you expected to happen.
**Operating system and version**
- OS: (linux, osx, windows, freebsd, etc)
- GPUs: (list architecture)
**My Configuration**
```yaml
# copy / paste your configuration here
```
**Proxy Logs**
```
# copy / paste from /logs
```
**Upstream Logs**
```
# copy/paste from /logs
```
+23
View File
@@ -0,0 +1,23 @@
# https://docs.github.com/en/actions/use-cases-and-examples/project-management/closing-inactive-issues
name: Close inactive issues
on:
schedule:
- cron: "32 1 * * *"
jobs:
close-issues:
runs-on: ubuntu-latest
permissions:
issues: write
pull-requests: write
steps:
- uses: actions/stale@v9
with:
days-before-issue-stale: 14
days-before-issue-close: 14
stale-issue-label: "stale"
stale-issue-message: "This issue is stale because it has been open for 2 weeks with no activity."
close-issue-message: "This issue was closed because it has been inactive for 2 weeks since being marked as stale."
days-before-pr-stale: -1
days-before-pr-close: -1
repo-token: ${{ secrets.GITHUB_TOKEN }}
+46
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@@ -0,0 +1,46 @@
name: Build Containers
on:
# time has no specific meaning, trying to time it after
# the llama.cpp daily packages are published
# https://github.com/ggml-org/llama.cpp/blob/master/.github/workflows/docker.yml
schedule:
- cron: "37 5 * * *"
# Allows manual triggering of the workflow
workflow_dispatch:
jobs:
build-and-push:
runs-on: ubuntu-latest
strategy:
matrix:
platform: [intel, cuda, vulkan, cpu, musa]
fail-fast: false
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Log in to GitHub Container Registry
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Run build-container
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: ./docker/build-container.sh ${{ matrix.platform }} true
# note make sure mostlygeek/llama-swap has admin rights to the llama-swap package
# see: https://github.com/actions/delete-package-versions/issues/74
delete-untagged-containers:
needs: build-and-push
runs-on: ubuntu-latest
steps:
- uses: actions/delete-package-versions@v5
with:
package-name: 'llama-swap'
package-type: 'container'
delete-only-untagged-versions: 'true'
+50
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@@ -0,0 +1,50 @@
name: Windows CI
on:
push:
branches: [ "main" ]
pull_request:
branches: [ "main" ]
# Allows manual triggering of the workflow
workflow_dispatch:
jobs:
run-tests:
runs-on: windows-latest
steps:
- uses: actions/checkout@v4
- name: Set up Go
uses: actions/setup-go@v4
with:
go-version: '1.23'
# cache simple-responder to save the build time
- name: Restore Simple Responder
id: restore-simple-responder
uses: actions/cache/restore@v4
with:
path: ./build
key: ${{ runner.os }}-simple-responder-${{ hashFiles('misc/simple-responder/simple-responder.go') }}
# necessary for testing proxy/Process swapping
- name: Create simple-responder
if: steps.restore-simple-responder.outputs.cache-hit != 'true'
shell: bash
run: make simple-responder-windows
- name: Save Simple Responder
# nothing new to save ... skip this step
if: steps.restore-simple-responder.outputs.cache-hit != 'true'
id: save-simple-responder
uses: actions/cache/save@v4
with:
path: ./build
key: ${{ runner.os }}-simple-responder-${{ hashFiles('misc/simple-responder/simple-responder.go') }}
- name: Test all
shell: bash
run: make test-all
+54
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@@ -0,0 +1,54 @@
name: Linux CI
on:
push:
branches: [ "main" ]
pull_request:
branches: [ "main" ]
# Allows manual triggering of the workflow
workflow_dispatch:
jobs:
run-tests:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Go
uses: actions/setup-go@v4
with:
go-version: '1.23'
# Only run in this linux based runner
- name: Check Formatting
run: |
if [ "$(gofmt -l . | grep -v 'event/.*_test.go' | wc -l)" -gt 0 ]; then
gofmt -l . | grep -v 'event/.*_test.go'
exit 1
fi
# cache simple-responder to save the build time
- name: Restore Simple Responder
id: restore-simple-responder
uses: actions/cache/restore@v4
with:
path: ./build
key: ${{ runner.os }}-simple-responder-${{ hashFiles('misc/simple-responder/simple-responder.go') }}
# necessary for testing proxy/Process swapping
- name: Create simple-responder
run: make simple-responder
- name: Save Simple Responder
# nothing new to save ... skip this step
if: steps.restore-simple-responder.outputs.cache-hit != 'true'
id: save-simple-responder
uses: actions/cache/save@v4
with:
path: ./build
key: ${{ runner.os }}-simple-responder-${{ hashFiles('misc/simple-responder/simple-responder.go') }}
- name: Test all
run: make test-all
+46
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@@ -5,6 +5,13 @@ on:
tags: tags:
- '*' - '*'
# Allows manual triggering of the workflow
workflow_dispatch:
inputs:
tag:
description: 'Tag version to release (e.g. v144)'
required: true
permissions: permissions:
contents: write contents: write
@@ -17,9 +24,22 @@ jobs:
uses: actions/checkout@v4 uses: actions/checkout@v4
with: with:
fetch-depth: 0 fetch-depth: 0
ref: ${{ github.event.inputs.tag || github.ref }}
- -
name: Set up Go name: Set up Go
uses: actions/setup-go@v5 uses: actions/setup-go@v5
-
name: Set up Node.js
uses: actions/setup-node@v4
with:
node-version: '23'
-
name: Install dependencies and build UI
run: |
cd ui
npm ci
npm run build
- -
name: Run GoReleaser name: Run GoReleaser
uses: goreleaser/goreleaser-action@v6 uses: goreleaser/goreleaser-action@v6
@@ -31,3 +51,29 @@ jobs:
args: release --clean args: release --clean
env: env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
trigger-tap-update:
runs-on: ubuntu-latest
needs: goreleaser
steps:
- name: "Resolve tag to dispatch"
id: tag
run: |
if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
echo "tag=${{ github.event.inputs.tag }}" >> "$GITHUB_OUTPUT"
else
echo "tag=${{ github.ref_name }}" >> "$GITHUB_OUTPUT"
fi
- name: "Trigger tap repository update"
uses: peter-evans/repository-dispatch@v2
with:
token: ${{ secrets.TAP_REPO_PAT }}
repository: mostlygeek/homebrew-llama-swap
event-type: new-release
client-payload: |
{
"release": {
"tag_name": "${{ steps.tag.outputs.tag }}"
}
}
+3
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@@ -2,3 +2,6 @@
.env .env
build/ build/
dist/ dist/
.vscode
.DS_Store
.dev/
+32
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@@ -0,0 +1,32 @@
version: 2
builds:
- env:
- CGO_ENABLED=0
goos:
- linux
- darwin
- freebsd
- windows
goarch:
- amd64
- arm64
ignore:
- goos: freebsd
goarch: arm64
- goos: windows
goarch: arm64
archives:
- id: default
formats:
- tar.gz
name_template: "{{ .ProjectName }}_{{ .Version }}_{{ .Os }}_{{ .Arch }}"
builds_info:
group: root
owner: root
format_overrides:
# use zip format for windows
- goos: windows
formats:
- zip
+43
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@@ -0,0 +1,43 @@
# Project: llama-swap
## Project Description:
llama-swap is a light weight, transparent proxy server that provides automatic model swapping to llama.cpp's server.
## Tech stack
- golang
- typescript, vite and react for UI (ui/)
## Testing
- `make test-dev` - Use this when making iterative changes. Runs `go test` and `staticcheck`. Fix any static checking errors.
- `make test-all` - runs at the end before completing work. Includes long running concurrency tests.
## Workflow Tasks
### Plan Improvements
Work plans are located in ai-plans/. Plans written by the user may be incomplete, contain inconsistencies or errors.
When the user asks to improve a plan follow these guidelines for expanding and improving it.
- Identify any inconsistencies.
- Expand plans out to be detailed specification of requirements and changes to be made.
- Plans should have at least these sections:
- Title - very short, describes changes
- Overview: A more detailed summary of goal and outcomes desired
- Design Requirements: Detailed descriptions of what needs to be done
- Testing Plan: Tests to be implemented
- Checklist: A detailed list of changes to be made
Look for "plan expansion" as explicit instructions to improve a plan.
### Implementation of plans
When the user says "paint it", respond with "commencing automated assembly". Then implement the changes as described by the plan. Update the checklist as you complete items.
## General Rules
- when summarizing changes only include details that require further action (action items)
- when there are no action items, just say "Done."
+65 -7
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@@ -2,6 +2,16 @@
APP_NAME = llama-swap APP_NAME = llama-swap
BUILD_DIR = build 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 # Default target: Builds binaries for both OSX and Linux
all: mac linux simple-responder all: mac linux simple-responder
@@ -9,24 +19,72 @@ all: mac linux simple-responder
clean: clean:
rm -rf $(BUILD_DIR) rm -rf $(BUILD_DIR)
proxy/ui_dist/placeholder.txt:
mkdir -p proxy/ui_dist
touch $@
# use cached test results while developing
test-dev: proxy/ui_dist/placeholder.txt
go test -short ./proxy/...
staticcheck ./proxy/... || true
test: proxy/ui_dist/placeholder.txt
go test -short -count=1 ./proxy/...
# for CI - full test (takes longer)
test-all: proxy/ui_dist/placeholder.txt
go test -race -count=1 ./proxy/...
ui/node_modules:
cd ui && npm install
# build react UI
ui: ui/node_modules
cd ui && npm run build
# Build OSX binary # Build OSX binary
mac: mac: ui
@echo "Building Mac binary..." @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 # Build Linux binary
linux: linux: ui
@echo "Building Linux binary..." @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
GOOS=linux 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)-linux-arm64
# for testing things # Build Windows binary
windows: ui
@echo "Building Windows binary..."
GOOS=windows 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)-windows-amd64.exe
# for testing proxy.Process
simple-responder: simple-responder:
@echo "Building simple responder" @echo "Building simple responder"
go build -o $(BUILD_DIR)/simple-responder misc/simple-responder/simple-responder.go 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
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
# Ensure build directory exists # Ensure build directory exists
$(BUILD_DIR): $(BUILD_DIR):
mkdir -p $(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 targets
.PHONY: all clean osx linux .PHONY: all clean ui mac linux windows simple-responder test test-all test-dev
+212 -52
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@@ -1,77 +1,237 @@
![llama-swap header image](header2.png)
![GitHub Downloads (all assets, all releases)](https://img.shields.io/github/downloads/mostlygeek/llama-swap/total)
![GitHub Actions Workflow Status](https://img.shields.io/github/actions/workflow/status/mostlygeek/llama-swap/go-ci.yml)
![GitHub Repo stars](https://img.shields.io/github/stars/mostlygeek/llama-swap)
# llama-swap # llama-swap
[llama.cpp's server](https://github.com/ggerganov/llama.cpp/tree/master/examples/server) can't swap models, so let's swap llama-server instead! llama-swap is a light weight, transparent proxy server that provides automatic model swapping to llama.cpp's server.
llama-swap is a proxy server that sits in front of llama-server. When a request for `/v1/chat/completions` comes in it will extract the `model` requested and change the underlying llama-server automatically. 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.
- ✅ easy to deploy: single binary with no dependencies ## Features:
- ✅ full control over llama-server's startup settings
-❤️ for nvidia P40 users who are rely on llama.cpp for inference -Easy to deploy: single binary with no dependencies
- ✅ Easy to config: single yaml file
- ✅ On-demand model switching
- ✅ 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:
- `v1/rerank`, `v1/reranking`, `/rerank`
- `/infill` - for code infilling
- `/completion` - for completion endpoint
- ✅ llama-swap custom API endpoints
- `/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))
- `/running` - list currently running models ([#61](https://github.com/mostlygeek/llama-swap/issues/61))
- `/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))
## 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.
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 ## config.yaml
llama-swap's configuration purposefully simple. llama-swap is managed entirely through a yaml configuration file.
It can be very minimal to start:
```yaml ```yaml
# Seconds to wait for llama.cpp to load and be ready to serve requests
# Default (and minimum) is 15 seconds
healthCheckTimeout: 60
# define valid model values and the upstream server start
models: models:
"llama": "qwen2.5":
cmd: "llama-server --port 8999 -m Llama-3.2-1B-Instruct-Q4_K_M.gguf" cmd: |
/path/to/llama-server
# Where to proxy to, important it matches this format -hf bartowski/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M
proxy: "http://127.0.0.1:8999" --port ${PORT}
# aliases model names to use this configuration for
aliases:
- "gpt-4o-mini"
- "gpt-3.5-turbo"
"qwen":
# environment variables to pass to the command
env:
- "CUDA_VISIBLE_DEVICES=0"
cmd: "llama-server --port 8999 -m path/to/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf"
proxy: "http://127.0.0.1:8999"
``` ```
However, there are many more capabilities that llama-swap supports:
- `groups` to run multiple models at once
- `ttl` to automatically unload models
- `macros` for reusable snippets
- `aliases` to use familiar model names (e.g., "gpt-4o-mini")
- `env` to pass custom environment variables to inference servers
- `cmdStop` for to gracefully stop Docker/Podman containers
- `useModelName` to override model names sent to upstream servers
- `healthCheckTimeout` to control model startup wait times
- `${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))
Recommended nginx configuration snippets:
```nginx
# SSE for UI events/logs
location /api/events {
proxy_pass http://your-llama-swap-backend;
proxy_buffering off;
proxy_cache off;
}
# Streaming chat completions (stream=true)
location /v1/chat/completions {
proxy_pass http://your-llama-swap-backend;
proxy_buffering off;
proxy_cache off;
}
```
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 ## Installation
1. Create a configuration file, see [config.example.yaml](config.example.yaml) 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. Download a [release](https://github.com/mostlygeek/llama-swap/releases) appropriate for your OS and architecture.
* _Note: Windows currently untested._ 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` 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`).
## Systemd Unit Files ### Building from source
Use this unit file to start llama-swap on boot. This is only tested on Ubuntu. 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
`/etc/systemd/system/llama-swap.service` ## Monitoring Logs
```
[Unit]
Description=llama-swap
After=network.target
[Service] Open the `http://<host>:<port>/` with your browser to get a web interface with streaming logs.
User=nobody
# set this to match your environment CLI access is also supported:
ExecStart=/path/to/llama-swap --config /path/to/llama-swap.config.yml
Restart=on-failure ```shell
RestartSec=3 # sends up to the last 10KB of logs
StartLimitBurst=3 curl http://host/logs'
StartLimitInterval=30
[Install] # streams combined logs
WantedBy=multi-user.target curl -Ns 'http://host/logs/stream'
# just llama-swap's logs
curl -Ns 'http://host/logs/stream/proxy'
# just upstream's logs
curl -Ns 'http://host/logs/stream/upstream'
# 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'
``` ```
## Building from Source ## Do I need to use llama.cpp's server (llama-server)?
1. Install golang for your system Any OpenAI compatible server would work. llama-swap was originally designed for llama-server and it is the best supported.
1. run `make clean all`
1. binaries will be built into `build/` directory 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.
## Star History
> [!NOTE]
> ⭐️ 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)
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@@ -0,0 +1,292 @@
# Add Model Metadata Support with Typed Macros
## Overview
Implement support for arbitrary metadata on model configurations that can be exposed through the `/v1/models` API endpoint. This feature extends the existing macro system to support scalar types (string, int, float, bool) instead of only strings, enabling type-safe metadata values.
The metadata will be schemaless, allowing users to define any key-value pairs they need. Macro substitution will work within metadata values, preserving types when macros are used directly and converting to strings when macros are interpolated within strings.
## Design Requirements
### 1. Enhanced Macro System
**Current State:**
- Macros are defined as `map[string]string` at both global and model levels
- Only string substitution is supported
- Macros are replaced in: `cmd`, `cmdStop`, `proxy`, `checkEndpoint`, `filters.stripParams`
**Required Changes:**
- Change `MacroList` type from `map[string]string` to `map[string]any`
- Support scalar types: `string`, `int`, `float64`, `bool`
- Implement type-preserving macro substitution:
- Direct macro usage (`key: ${macro}`) preserves the macro's type
- Interpolated usage (`key: "text ${macro}"`) converts to string
- Add validation to ensure macro values are scalar types only
- Update existing macro substitution logic in [proxy/config/config.go](proxy/config/config.go) to handle `any` types
**Implementation Details:**
- Create a generic helper function to perform macro substitution that:
- Takes a value of type `any`
- Recursively processes maps, slices, and scalar values
- Replaces `${macro_name}` patterns with macro values
- Preserves types for direct substitution
- Converts to strings for interpolated substitution
- Update `validateMacro()` function to accept `any` type and validate scalar types
- Maintain backward compatibility with existing string-only macros
### 2. Metadata Field in ModelConfig
**Location:** [proxy/config/model_config.go](proxy/config/model_config.go)
**Required Changes:**
- Add `Metadata map[string]any` field to `ModelConfig` struct
- Support YAML unmarshaling of arbitrary structures (maps, arrays, scalars)
- Apply macro substitution to metadata values during config loading
**Schema Requirements:**
- Metadata is optional (default: empty/nil map)
- Supports nested structures (objects within objects, arrays, etc.)
- All string values within metadata undergo macro substitution
- Type preservation rules apply as described above
### 3. Macro Substitution in Metadata
**Location:** [proxy/config/config.go](proxy/config/config.go) in `LoadConfigFromReader()`
**Process Flow:**
1. After loading YAML configuration
2. After model-level and global macro merging
3. Apply macro substitution to `ModelConfig.Metadata` field
4. Use the same merged macros available to `cmd`, `proxy`, etc.
5. Process recursively through all nested structures
**Substitution Rules:**
- `port: ${PORT}` → keeps integer type from PORT macro
- `temperature: ${temp}` → keeps float type from temp macro
- `note: "Running on ${PORT}"` → converts to string `"Running on 10001"`
- Arrays and nested objects are processed recursively
- Unknown macros should cause configuration load error (consistent with existing behavior)
### 4. API Response Updates
**Location:** [proxy/proxymanager.go:350](proxy/proxymanager.go#L350) `listModelsHandler()`
**Current Behavior:**
- Returns model records with: `id`, `object`, `created`, `owned_by`
- Optionally includes: `name`, `description`
**Required Changes:**
- Add metadata to each model record under the key `llamaswap_meta`
- Only include `llamaswap_meta` if metadata is non-empty
- Preserve all types when marshaling to JSON
- Maintain existing sorting by model ID
**Example Response:**
```json
{
"object": "list",
"data": [
{
"id": "llama",
"object": "model",
"created": 1234567890,
"owned_by": "llama-swap",
"name": "llama 3.1 8B",
"description": "A small but capable model",
"llamaswap_meta": {
"port": 10001,
"temperature": 0.7,
"note": "The llama is running on port 10001 temp=0.7, context=16384",
"a_list": [1, 1.23, "macros are OK in list and dictionary types: llama"],
"an_obj": {
"a": "1",
"b": 2,
"c": [0.7, false, "model: llama"]
}
}
}
]
}
```
### 5. Validation and Error Handling
**Macro Validation:**
- Extend `validateMacro()` to accept values of type `any`
- Verify macro values are scalar types: `string`, `int`, `float64`, `bool`
- Reject complex types (maps, slices, structs) as macro values
- Maintain existing validation for macro names and lengths
**Configuration Loading:**
- Fail fast if unknown macros are found in metadata
- Provide clear error messages indicating which model and field contains errors
- Ensure macros in metadata follow same rules as macros in cmd/proxy fields
## Testing Plan
### Test 1: Model-Level Macros with Different Types
**File:** [proxy/config/model_config_test.go](proxy/config/model_config_test.go)
**Test Cases:**
- Define model with macros of each scalar type
- Verify metadata correctly substitutes and preserves types
- Test direct substitution (`port: ${PORT}`)
- Test string interpolation (`note: "Port is ${PORT}"`)
- Verify nested objects and arrays work correctly
### Test 2: Global and Model Macro Precedence
**File:** [proxy/config/config_test.go](proxy/config/config_test.go)
**Test Cases:**
- Define same macro at global and model level with different types
- Verify model-level macro takes precedence
- Test metadata uses correct macro value
- Verify type is preserved from the winning macro
### Test 3: Macro Validation
**File:** [proxy/config/config_test.go](proxy/config/config_test.go)
**Test Cases:**
- Test that complex types (maps, arrays) are rejected as macro values
- Verify error message includes: macro name and type that was rejected
- Test that scalar types (string, int, float, bool) are accepted
- Each type should load without error
- Test macro name validation still works with `any` types
- Invalid characters, reserved names, length limits should still be enforced
### Test 4: Metadata in API Response
**File:** [proxy/proxymanager_test.go](proxy/proxymanager_test.go)
**Existing Test:** `TestProxyManager_ListModelsHandler`
**Test Cases:**
- Model with metadata → verify `llamaswap_meta` key appears
- Model without metadata → verify `llamaswap_meta` key is absent
- Verify all types are correctly marshaled to JSON
- Verify nested structures are preserved
- Verify macro substitution has occurred before serialization
### Test 5: Unknown Macros in Metadata
**File:** [proxy/config/config_test.go](proxy/config/config_test.go)
**Test Cases:**
- Use undefined macro in metadata
- Verify configuration loading fails with clear error
- Error should indicate model name and that macro is undefined
### Test 6: Recursive Substitution
**File:** [proxy/config/config_test.go](proxy/config/config_test.go)
**Test Cases:**
- Metadata with deeply nested structures
- Arrays containing objects with macros
- Objects containing arrays with macros
- Mixed string interpolation and direct substitution at various nesting levels
## Checklist
### Configuration Schema Changes
- [x] Change `MacroList` type from `map[string]string` to `map[string]any` in [proxy/config/config.go:19](proxy/config/config.go#L19)
- [x] Add `Metadata map[string]any` field to `ModelConfig` struct in [proxy/config/model_config.go:37](proxy/config/model_config.go#L37)
- [x] Update `validateMacro()` function signature to accept `any` type for values
- [x] Add validation logic to ensure macro values are scalar types only
### Macro Substitution Logic
- [x] Create generic recursive function `substituteMetadataMacros()` to handle `any` types
- [x] Implement type-preserving direct substitution logic
- [x] Implement string interpolation with type conversion
- [x] Handle maps: recursively process all values
- [x] Handle slices: recursively process all elements
- [x] Handle scalar types: perform string-based macro substitution if value is string
- [x] Integrate macro substitution into `LoadConfigFromReader()` after existing macro expansion
- [x] Update existing macro substitution calls to use merged macros with correct types
### API Response Changes
- [x] Modify `listModelsHandler()` in [proxy/proxymanager.go:350](proxy/proxymanager.go#L350)
- [x] Add `llamaswap_meta` field to model records when metadata exists
- [x] Ensure empty metadata results in omitted `llamaswap_meta` key
- [x] Verify JSON marshaling preserves all types correctly
### Testing - Config Package
- [x] Add test for string macros in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for int macros in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for float macros in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for bool macros in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for string interpolation in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for model-level macro precedence: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for nested structures in metadata: [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for unknown macro in metadata (should error): [proxy/config/config_test.go](proxy/config/config_test.go)
- [x] Add test for invalid macro type validation: [proxy/config/config_test.go](proxy/config/config_test.go)
### Testing - Model Config Package
- [x] Add test cases to [proxy/config/model_config_test.go](proxy/config/model_config_test.go) for metadata unmarshaling
- [x] Test metadata with various scalar types
- [x] Test metadata with nested objects and arrays
### Testing - Proxy Manager
- [x] Update `TestProxyManager_ListModelsHandler` in [proxy/proxymanager_test.go](proxy/proxymanager_test.go)
- [x] Add test case for model with metadata
- [x] Add test case for model without metadata
- [x] Verify `llamaswap_meta` key presence/absence
- [x] Verify type preservation in JSON output
- [x] Verify macro substitution has occurred
### Documentation
- [x] Verify [config.example.yaml](config.example.yaml) already has complete metadata examples (lines 149-171)
- [x] No additional documentation needed per project instructions
## Known Issues and Considerations
### Inconsistencies
None identified. The plan references the correct existing example in [config.example.yaml:149-171](config.example.yaml#L149-L171).
### Design Decisions
1. **Why `llamaswap_meta` instead of merging into record?**
- Avoids potential collisions with OpenAI API standard fields
- Makes it clear this is llama-swap specific metadata
- Easier for clients to distinguish standard vs. custom fields
2. **Why support nested structures?**
- Provides maximum flexibility for users
- Aligns with the schemaless design principle
- Example config already demonstrates this capability
3. **Why validate macro types?**
- Prevents confusing behavior (e.g., substituting a map)
- Makes configuration errors explicit at load time
- Simpler implementation and testing
+397
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@@ -0,0 +1,397 @@
# Improve macro-in-macro support
**Status: COMPLETED ✅**
## Title
Fix macro substitution ordering by preserving definition order using ordered YAML parsing
## Overview
The current macro implementation uses `map[string]any` which does not preserve insertion order. This causes issues when macros reference other macros - if macro `B` contains `${A}` but `B` is processed before `A`, the reference won't be substituted, leading to "unknown macro" errors.
**Goal:** Ensure macros are substituted in definition order (LIFO - last in, first out) to allow macros to reliably reference previously-defined macros.
**Outcomes:**
- Macros can reference other macros defined earlier in the config
- Macro substitution is deterministic and order-dependent
- Single-pass substitution prevents circular dependencies
- Use `yaml.Node` from `gopkg.in/yaml.v3` to preserve macro definition order
- All existing tests pass
- New tests validate substitution order and self-reference detection
## Design Requirements
### 1. YAML Parsing Strategy
- **Continue using:** `gopkg.in/yaml.v3` (current library)
- **Use:** `yaml.Node` for ordered parsing of macros
- **Reason:** `yaml.Node` preserves document structure and order, avoiding need for migration
### 2. Data Structure Changes
#### Current Implementation (config.go:19)
```go
type MacroList map[string]any
```
#### New Implementation
```go
type MacroList []MacroEntry
type MacroEntry struct {
Name string
Value any
}
```
**Implementation Note:** Parse macros using `yaml.Node` to extract key-value pairs in document order, then construct the ordered `MacroList`.
### 3. Macro Substitution Order Rules
The substitution must follow this hierarchy (from most specific to least):
1. **Reserved macros** (last): `PORT`, `MODEL_ID` - substituted last, highest priority
2. **Model-level macros** (middle): Defined in specific model config, overrides global
3. **Global macros** (first): Defined at config root level
Within each level, macros are substituted in **reverse definition order** (LIFO):
- The last macro defined is substituted first
- This allows later macros to reference earlier ones
- Single-pass substitution prevents circular dependencies
### 4. Macro Reference Rules
**Allowed:**
- Macro can reference any macro defined **before** it (earlier in the file)
- Model macros can reference global macros
- Macros can reference reserved macros (`${PORT}`, `${MODEL_ID}`)
**Prohibited:**
- Macro cannot reference itself (e.g., `foo: "value ${foo}"`)
- Macro cannot reference macros defined **after** it
- No circular references (prevented by single-pass, ordered substitution)
### 5. Validation Requirements
Add validation to detect:
- **Self-references:** Macro value contains reference to its own name
- **Unknown macros:** After substitution, any remaining `${...}` references
Error messages should be clear:
```
macro 'foo' contains self-reference
unknown macro '${bar}' in model.cmd
```
### 6. Implementation Changes
#### Files to Modify
1. **[proxy/config/config.go](proxy/config/config.go)**
- Line 19: Change `MacroList` type definition
- Line 69: Update `Macros MacroList` field
- Line 153-157: Update macro validation loop to work with ordered structure
- Line 175-188: Update model-level macro validation
- Line 181-188: **NEW** Implement proper macro merging respecting order
- Line 193-202: **NEW** Implement ordered macro substitution in LIFO order
- Line 389-415: Update `validateMacro` to detect self-references
- Line 420-475: Update `substituteMetadataMacros` to accept ordered MacroList
2. **[proxy/config/model_config.go](proxy/config/model_config.go)**
- Line 33: Update `Macros MacroList` field type
3. **All test files**
- Update test fixtures to use ordered macro definitions
- Ensure tests specify macro order explicitly
#### Core Algorithm
Replace the macro substitution logic in [config.go:181-252](proxy/config/config.go#L181-L252) with:
```go
// Merge global config and model macros. Model macros take precedence
mergedMacros := make(MacroList, 0, len(config.Macros)+len(modelConfig.Macros)+2)
// Add global macros first
for _, entry := range config.Macros {
mergedMacros = append(mergedMacros, entry)
}
// Add model macros (can override global)
for _, entry := range modelConfig.Macros {
// Remove any existing global macro with same name
found := false
for i, existing := range mergedMacros {
if existing.Name == entry.Name {
mergedMacros[i] = entry // Override
found = true
break
}
}
if !found {
mergedMacros = append(mergedMacros, entry)
}
}
// Add reserved MODEL_ID macro at the end
mergedMacros = append(mergedMacros, MacroEntry{Name: "MODEL_ID", Value: modelId})
// Check if PORT macro is needed
if strings.Contains(modelConfig.Cmd, "${PORT}") || strings.Contains(modelConfig.Proxy, "${PORT}") || strings.Contains(modelConfig.CmdStop, "${PORT}") {
// enforce ${PORT} used in both cmd and proxy
if !strings.Contains(modelConfig.Cmd, "${PORT}") && strings.Contains(modelConfig.Proxy, "${PORT}") {
return Config{}, fmt.Errorf("model %s: proxy uses ${PORT} but cmd does not - ${PORT} is only available when used in cmd", modelId)
}
// Add PORT macro to the end (highest priority)
mergedMacros = append(mergedMacros, MacroEntry{Name: "PORT", Value: nextPort})
nextPort++
}
// Single-pass substitution: Substitute all macros in LIFO order (last defined first)
// This allows later macros to reference earlier ones
for i := len(mergedMacros) - 1; i >= 0; i-- {
entry := mergedMacros[i]
macroSlug := fmt.Sprintf("${%s}", entry.Name)
macroStr := fmt.Sprintf("%v", entry.Value)
// Substitute in command fields
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, macroSlug, macroStr)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, macroSlug, macroStr)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, macroSlug, macroStr)
modelConfig.CheckEndpoint = strings.ReplaceAll(modelConfig.CheckEndpoint, macroSlug, macroStr)
modelConfig.Filters.StripParams = strings.ReplaceAll(modelConfig.Filters.StripParams, macroSlug, macroStr)
// Substitute in metadata (recursive)
if len(modelConfig.Metadata) > 0 {
var err error
modelConfig.Metadata, err = substituteMacroInValue(modelConfig.Metadata, entry.Name, entry.Value)
if err != nil {
return Config{}, fmt.Errorf("model %s metadata: %s", modelId, err.Error())
}
}
}
```
Add this new helper function to replace `substituteMetadataMacros`:
```go
// substituteMacroInValue recursively substitutes a single macro in a value structure
// This is called once per macro, allowing LIFO substitution order
func substituteMacroInValue(value any, macroName string, macroValue any) (any, error) {
macroSlug := fmt.Sprintf("${%s}", macroName)
macroStr := fmt.Sprintf("%v", macroValue)
switch v := value.(type) {
case string:
// Check if this is a direct macro substitution
if v == macroSlug {
return macroValue, nil
}
// Handle string interpolation
if strings.Contains(v, macroSlug) {
return strings.ReplaceAll(v, macroSlug, macroStr), nil
}
return v, nil
case map[string]any:
// Recursively process map values
newMap := make(map[string]any)
for key, val := range v {
newVal, err := substituteMacroInValue(val, macroName, macroValue)
if err != nil {
return nil, err
}
newMap[key] = newVal
}
return newMap, nil
case []any:
// Recursively process slice elements
newSlice := make([]any, len(v))
for i, val := range v {
newVal, err := substituteMacroInValue(val, macroName, macroValue)
if err != nil {
return nil, err
}
newSlice[i] = newVal
}
return newSlice, nil
default:
// Return scalar types as-is
return value, nil
}
}
```
### 7. Self-Reference Detection
Add to `validateMacro` function:
```go
func validateMacro(name string, value any) error {
// ... existing validation ...
// Check for self-reference
if str, ok := value.(string); ok {
macroSlug := fmt.Sprintf("${%s}", name)
if strings.Contains(str, macroSlug) {
return fmt.Errorf("macro '%s' contains self-reference", name)
}
}
return nil
}
```
## Testing Plan
### 1. Migration Tests
- **Test:** All existing macro tests still pass after YAML library migration
- **Files:** All `*_test.go` files with macro tests
### 2. Macro Order Tests
#### Test: Macro-in-macro substitution order
```yaml
macros:
"A": "value-A"
"B": "prefix-${A}-suffix"
models:
test:
cmd: "echo ${B}"
```
**Expected:** `cmd` becomes `"echo prefix-value-A-suffix"`
#### Test: LIFO substitution order
```yaml
macros:
"base": "/models"
"path": "${base}/llama"
"full": "${path}/model.gguf"
models:
test:
cmd: "load ${full}"
```
**Expected:** `cmd` becomes `"load /models/llama/model.gguf"`
#### Test: Model macro overrides global
```yaml
macros:
"tag": "global"
"msg": "value-${tag}"
models:
test:
macros:
"tag": "model-level"
cmd: "echo ${msg}"
```
**Expected:** `cmd` becomes `"echo value-model-level"` (model macro overrides global)
### 3. Reserved Macro Tests
#### Test: MODEL_ID substituted in macro
```yaml
macros:
"podman-llama": "podman run --name ${MODEL_ID} ghcr.io/ggml-org/llama.cpp:server-cuda"
models:
my-model:
cmd: "${podman-llama} -m model.gguf"
```
**Expected:** `cmd` becomes `"podman run --name my-model ghcr.io/ggml-org/llama.cpp:server-cuda -m model.gguf"`
### 4. Error Detection Tests
#### Test: Self-reference detection
```yaml
macros:
"recursive": "value-${recursive}"
```
**Expected:** Error: `macro 'recursive' contains self-reference`
#### Test: Undefined macro reference
```yaml
macros:
"A": "value-${UNDEFINED}"
```
**Expected:** Error: `unknown macro '${UNDEFINED}' found in macros.A` (or similar)
### 5. Regression Tests
- Run all existing macro tests: `TestConfig_MacroReplacement`, `TestConfig_MacroReservedNames`, etc.
- Ensure all pass without modification (except test fixtures if needed)
## Checklist
### Phase 1: Data Structure Changes
- [ ] Implement custom `UnmarshalYAML` method for `MacroList` that uses `yaml.Node`
- [ ] Define new ordered `MacroList` type as `[]MacroEntry`
- [ ] Update `MacroList` type definition in [config.go](proxy/config/config.go#L19)
- [ ] Update `Config.Macros` field type in [config.go](proxy/config/config.go#L69)
- [ ] Update `ModelConfig.Macros` field type in [model_config.go](proxy/config/model_config.go#L33)
- [ ] Implement helper functions:
- [ ] `func (ml MacroList) Get(name string) (any, bool)` - lookup by name
- [ ] `func (ml MacroList) Set(name string, value any) MacroList` - add/override entry
- [ ] `func (ml MacroList) ToMap() map[string]any` - convert to map if needed
### Phase 2: Macro Validation Updates
- [ ] Update macro validation loop at [config.go:153-157](proxy/config/config.go#L153-L157)
- [ ] Update model macro validation at [config.go:175-179](proxy/config/config.go#L175-L179)
- [ ] Add self-reference detection to `validateMacro` function [config.go:389](proxy/config/config.go#L389)
- [ ] Test self-reference detection with new test case
### Phase 3: Macro Substitution Algorithm
- [ ] Implement ordered macro merging (global → model → reserved) at [config.go:181-188](proxy/config/config.go#L181-L188)
- [ ] Implement single-pass LIFO substitution loop (reverse iteration) at [config.go:193-202](proxy/config/config.go#L193-L202)
- [ ] Substitute in all string fields (cmd, cmdStop, proxy, checkEndpoint, stripParams)
- [ ] Substitute in metadata within same loop
- [ ] Ensure `MODEL_ID` is added to merged macros before substitution
- [ ] Ensure `PORT` is added after port assignment (if needed)
- [ ] Replace `substituteMetadataMacros` with new `substituteMacroInValue` function that processes one macro at a time [config.go:420](proxy/config/config.go#L420)
- [ ] Remove old metadata substitution code that was separate from main loop [config.go:245-251](proxy/config/config.go#L245-L251)
### Phase 4: Testing
- [ ] Run `make test-dev` - fix any static checking errors
- [ ] Add test: macro-in-macro basic substitution
- [ ] Add test: LIFO substitution order with 3+ macro levels
- [ ] Add test: MODEL_ID in global macro used by model
- [ ] Add test: PORT in global macro used by model
- [ ] Add test: model macro overrides global macro in substitution
- [ ] Add test: self-reference detection error
- [ ] Add test: undefined macro reference error
- [ ] Verify all existing macro tests pass: `TestConfig_Macro*`
- [ ] Run `make test-all` - ensure all tests including concurrency tests pass
### Phase 5: Documentation
- [ ] Update plan status in this file (mark completed)
- [ ] Update CLAUDE.md if macro behavior needs documentation
- [ ] Verify no new error messages need user documentation
## Bug Example (Original Issue)
```yaml
macros:
"podman-llama": >
podman run --name ${MODEL_ID}
--init --rm -p ${PORT}:8080 -v /home/alex/ai/models:/models:z --gpus=all
ghcr.io/ggml-org/llama.cpp:server-cuda
"standard-options": >
--no-mmap --jinja
"kv8": >
-fa on -ctk q8_0 -ctv q8_0
```
**Current Bug:**
- During macro substitution, if `${MODEL_ID}` is processed before `${podman-llama}`, the `${MODEL_ID}` reference inside `podman-llama` remains unsubstituted
- Results in error: `unknown macro '${MODEL_ID}' found in model.cmd`
**After Fix:**
- Macros substituted in LIFO order: `kv8``standard-options``podman-llama`
- `MODEL_ID` is a reserved macro, substituted last (after all user macros)
- `${MODEL_ID}` inside `podman-llama` is correctly replaced with the model name
+287 -23
View File
@@ -1,31 +1,295 @@
# Seconds to wait for llama.cpp to be available to serve requests # llama-swap YAML configuration example
# Default (and minimum): 15 seconds # -------------------------------------
healthCheckTimeout: 60 #
# 💡 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: models:
# keys are the model names used in API requests
"llama": "llama":
cmd: "models/llama-server-osx --port 8999 -m models/Llama-3.2-1B-Instruct-Q4_K_M.gguf" # macros: a dictionary of string substitutions specific to this model
proxy: "http://127.0.0.1:8999" # - 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
# list of model name aliases this llama.cpp instance can serve # cmd: the command to run to start the inference server.
aliases: # - required
- "gpt-4o-mini" # - it is just a string, similar to what you would run on the CLI
"qwen": # - using `|` allows for comments in the command, these will be parsed out
cmd: "models/llama-server-osx --port 8999 -m models/Qwen2.5-1.5B-Instruct-Q4_K_M.gguf" # - macros can be used within cmd
proxy: "http://127.0.0.1:8999" cmd: |
aliases: # ${latest-llama} is a macro that is defined above
- "gpt-3.5-turbo" ${latest-llama}
--model path/to/llama-8B-Q4_K_M.gguf
--ctx-size ${default_ctx}
--temperature ${temp}
"simple": # name: a display name for the model
# example of setting environment variables # - optional, default: empty string
# - if set, it will be used in the v1/models API response
# - if not set, it will be omitted in the JSON model record
name: "llama 3.1 8B"
# description: a description for the model
# - optional, default: empty string
# - if set, it will be used in the v1/models API response
# - if not set, it will be omitted in the JSON model record
description: "A small but capable model used for quick testing"
# env: define an array of environment variables to inject into cmd's environment
# - optional, default: empty array
# - each value is a single string
# - in the format: ENV_NAME=value
env: env:
- "CUDA_VISIBLE_DEVICES=0,1" - "CUDA_VISIBLE_DEVICES=0,1,2"
- "env1=hello"
cmd: "build/simple-responder --port 8999"
proxy: "http://127.0.0.1:8999"
# don't use this, just for testing if things are broken # proxy: the URL where llama-swap routes API requests
"broken": # - optional, default: http://localhost:${PORT}
cmd: "models/llama-server-osx --port 8999 -m models/doesnotexist.gguf" # - if you used ${PORT} in cmd this can be omitted
proxy: "http://127.0.0.1:8999" # - 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"
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#!/bin/bash
cd $(dirname "$0")
ARCH=$1
PUSH_IMAGES=${2:-false}
# List of allowed architectures
ALLOWED_ARCHS=("intel" "vulkan" "musa" "cuda" "cpu")
# Check if ARCH is in the allowed list
if [[ ! " ${ALLOWED_ARCHS[@]} " =~ " ${ARCH} " ]]; then
echo "Error: ARCH must be one of the following: ${ALLOWED_ARCHS[@]}"
exit 1
fi
# Check if GITHUB_TOKEN is set and not empty
if [[ -z "$GITHUB_TOKEN" ]]; then
echo "Error: GITHUB_TOKEN is not set or is empty."
exit 1
fi
# the most recent llama-swap tag
# have to strip out the 'v' due to .tar.gz file naming
LS_VER=$(curl -s https://api.github.com/repos/mostlygeek/llama-swap/releases/latest | jq -r .tag_name | sed 's/v//')
if [ "$ARCH" == "cpu" ]; then
# cpu only containers just use the latest available
CONTAINER_LATEST="ghcr.io/mostlygeek/llama-swap:cpu"
echo "Building ${CONTAINER_LATEST} $LS_VER"
docker build -f llama-swap.Containerfile --build-arg BASE_TAG=server --build-arg LS_VER=${LS_VER} -t ${CONTAINER_LATEST} .
if [ "$PUSH_IMAGES" == "true" ]; then
docker push ${CONTAINER_LATEST}
fi
else
LCPP_TAG=$(curl -s -H "Authorization: Bearer $GITHUB_TOKEN" \
"https://api.github.com/users/ggml-org/packages/container/llama.cpp/versions" \
| jq -r --arg arch "$ARCH" '.[] | select(.metadata.container.tags[] | startswith("server-\($arch)")) | .metadata.container.tags[]' \
| sort -r | head -n1 | awk -F '-' '{print $3}')
# Abort if LCPP_TAG is empty.
if [[ -z "$LCPP_TAG" ]]; then
echo "Abort: Could not find llama-server container for arch: $ARCH"
exit 1
fi
CONTAINER_TAG="ghcr.io/mostlygeek/llama-swap:v${LS_VER}-${ARCH}-${LCPP_TAG}"
CONTAINER_LATEST="ghcr.io/mostlygeek/llama-swap:${ARCH}"
echo "Building ${CONTAINER_TAG} $LS_VER"
docker build -f llama-swap.Containerfile --build-arg BASE_TAG=server-${ARCH}-${LCPP_TAG} --build-arg LS_VER=${LS_VER} -t ${CONTAINER_TAG} -t ${CONTAINER_LATEST} .
if [ "$PUSH_IMAGES" == "true" ]; then
docker push ${CONTAINER_TAG}
docker push ${CONTAINER_LATEST}
fi
fi
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healthCheckTimeout: 300
logRequests: true
metricsMaxInMemory: 1000
models:
"qwen2.5":
proxy: "http://127.0.0.1:9999"
cmd: >
/app/llama-server
-hf bartowski/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M
--port 9999
"smollm2":
proxy: "http://127.0.0.1:9999"
cmd: >
/app/llama-server
-hf bartowski/SmolLM2-135M-Instruct-GGUF:Q4_K_M
--port 9999
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ARG BASE_TAG=server-cuda
FROM ghcr.io/ggml-org/llama.cpp:${BASE_TAG}
# has to be after the FROM
ARG LS_VER=89
WORKDIR /app
RUN \
curl -LO https://github.com/mostlygeek/llama-swap/releases/download/v"${LS_VER}"/llama-swap_"${LS_VER}"_linux_amd64.tar.gz && \
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
HEALTHCHECK CMD curl -f http://localhost:8080/ || exit 1
ENTRYPOINT [ "/app/llama-swap", "-config", "/app/config.yaml" ]
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The code in `event` was originally a part of https://github.com/kelindar/event (v1.5.2)
The original code uses a `time.Ticker` to process the event queue which caused a large increase in CPU usage ([#189](https://github.com/mostlygeek/llama-swap/issues/189)). This code was ported to remove the ticker and instead be more event driven.
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// Copyright (c) Roman Atachiants and contributore. All rights reserved.
// Licensed under the MIT license. See LICENSE file in the project root for detaile.
package event
import (
"context"
)
// Default initializes a default in-process dispatcher
var Default = NewDispatcherConfig(25000)
// On subscribes to an event, the type of the event will be automatically
// inferred from the provided type. Must be constant for this to work. This
// functions same way as Subscribe() but uses the default dispatcher instead.
func On[T Event](handler func(T)) context.CancelFunc {
return Subscribe(Default, handler)
}
// OnType subscribes to an event with the specified event type. This functions
// same way as SubscribeTo() but uses the default dispatcher instead.
func OnType[T Event](eventType uint32, handler func(T)) context.CancelFunc {
return SubscribeTo(Default, eventType, handler)
}
// Emit writes an event into the dispatcher. This functions same way as
// Publish() but uses the default dispatcher instead.
func Emit[T Event](ev T) {
Publish(Default, ev)
}
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// Copyright (c) Roman Atachiants and contributore. All rights reserved.
// Licensed under the MIT license. See LICENSE file in the project root for detaile.
package event
import (
"sync"
"sync/atomic"
"testing"
"github.com/stretchr/testify/assert"
)
/*
cpu: 13th Gen Intel(R) Core(TM) i7-13700K
BenchmarkSubcribeConcurrent-24 1826686 606.3 ns/op 1648 B/op 5 allocs/op
*/
func BenchmarkSubscribeConcurrent(b *testing.B) {
d := NewDispatcher()
b.ReportAllocs()
b.ResetTimer()
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
unsub := Subscribe(d, func(ev MyEvent1) {})
unsub()
}
})
}
func TestDefaultPublish(t *testing.T) {
var wg sync.WaitGroup
// Subscribe
var count int64
defer On(func(ev MyEvent1) {
atomic.AddInt64(&count, 1)
wg.Done()
})()
defer OnType(TypeEvent1, func(ev MyEvent1) {
atomic.AddInt64(&count, 1)
wg.Done()
})()
// Publish
wg.Add(4)
Emit(MyEvent1{})
Emit(MyEvent1{})
// Wait and check
wg.Wait()
assert.Equal(t, int64(4), count)
}
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// Copyright (c) Roman Atachiants and contributors. All rights reserved.
// Licensed under the MIT license. See LICENSE file in the project root for details.
package event
import (
"context"
"fmt"
"reflect"
"sort"
"strings"
"sync"
"sync/atomic"
)
// Event represents an event contract
type Event interface {
Type() uint32
}
// registry holds an immutable sorted array of event mappings
type registry struct {
keys []uint32 // Event types (sorted)
grps []any // Corresponding subscribers
}
// ------------------------------------- Dispatcher -------------------------------------
// Dispatcher represents an event dispatcher.
type Dispatcher struct {
subs atomic.Pointer[registry] // Atomic pointer to immutable array
done chan struct{} // Cancellation
maxQueue int // Maximum queue size per consumer
mu sync.Mutex // Only for writes (subscribe/unsubscribe)
}
// NewDispatcher creates a new dispatcher of events.
func NewDispatcher() *Dispatcher {
return NewDispatcherConfig(50000)
}
// NewDispatcherConfig creates a new dispatcher with configurable max queue size
func NewDispatcherConfig(maxQueue int) *Dispatcher {
d := &Dispatcher{
done: make(chan struct{}),
maxQueue: maxQueue,
}
d.subs.Store(&registry{
keys: make([]uint32, 0, 16),
grps: make([]any, 0, 16),
})
return d
}
// Close closes the dispatcher
func (d *Dispatcher) Close() error {
close(d.done)
return nil
}
// isClosed returns whether the dispatcher is closed or not
func (d *Dispatcher) isClosed() bool {
select {
case <-d.done:
return true
default:
return false
}
}
// findGroup performs a lock-free binary search for the event type
func (d *Dispatcher) findGroup(eventType uint32) any {
reg := d.subs.Load()
keys := reg.keys
// Inlined binary search for better cache locality
left, right := 0, len(keys)
for left < right {
mid := left + (right-left)/2
if keys[mid] < eventType {
left = mid + 1
} else {
right = mid
}
}
if left < len(keys) && keys[left] == eventType {
return reg.grps[left]
}
return nil
}
// Subscribe subscribes to an event, the type of the event will be automatically
// inferred from the provided type. Must be constant for this to work.
func Subscribe[T Event](broker *Dispatcher, handler func(T)) context.CancelFunc {
var event T
return SubscribeTo(broker, event.Type(), handler)
}
// SubscribeTo subscribes to an event with the specified event type.
func SubscribeTo[T Event](broker *Dispatcher, eventType uint32, handler func(T)) context.CancelFunc {
if broker.isClosed() {
panic(errClosed)
}
broker.mu.Lock()
defer broker.mu.Unlock()
// Check if group already exists
if existing := broker.findGroup(eventType); existing != nil {
grp := groupOf[T](eventType, existing)
sub := grp.Add(handler)
return func() {
grp.Del(sub)
}
}
// Create new group
grp := &group[T]{cond: sync.NewCond(new(sync.Mutex)), maxQueue: broker.maxQueue}
sub := grp.Add(handler)
// Copy-on-write: insert new entry in sorted position
old := broker.subs.Load()
idx := sort.Search(len(old.keys), func(i int) bool {
return old.keys[i] >= eventType
})
// Create new arrays with space for one more element
newKeys := make([]uint32, len(old.keys)+1)
newGrps := make([]any, len(old.grps)+1)
// Copy elements before insertion point
copy(newKeys[:idx], old.keys[:idx])
copy(newGrps[:idx], old.grps[:idx])
// Insert new element
newKeys[idx] = eventType
newGrps[idx] = grp
// Copy elements after insertion point
copy(newKeys[idx+1:], old.keys[idx:])
copy(newGrps[idx+1:], old.grps[idx:])
// Atomically store the new registry (mutex ensures no concurrent writers)
newReg := &registry{keys: newKeys, grps: newGrps}
broker.subs.Store(newReg)
return func() {
grp.Del(sub)
}
}
// Publish writes an event into the dispatcher
func Publish[T Event](broker *Dispatcher, ev T) {
eventType := ev.Type()
if sub := broker.findGroup(eventType); sub != nil {
group := groupOf[T](eventType, sub)
group.Broadcast(ev)
}
}
// Count counts the number of subscribers, this is for testing only.
func (d *Dispatcher) count(eventType uint32) int {
if group := d.findGroup(eventType); group != nil {
return group.(interface{ Count() int }).Count()
}
return 0
}
// groupOf casts the subscriber group to the specified generic type
func groupOf[T Event](eventType uint32, subs any) *group[T] {
if group, ok := subs.(*group[T]); ok {
return group
}
panic(errConflict[T](eventType, subs))
}
// ------------------------------------- Subscriber -------------------------------------
// consumer represents a consumer with a message queue
type consumer[T Event] struct {
queue []T // Current work queue
stop bool // Stop signal
}
// Listen listens to the event queue and processes events
func (s *consumer[T]) Listen(c *sync.Cond, fn func(T)) {
pending := make([]T, 0, 128)
for {
c.L.Lock()
for len(s.queue) == 0 {
switch {
case s.stop:
c.L.Unlock()
return
default:
c.Wait()
}
}
// Swap buffers and reset the current queue
temp := s.queue
s.queue = pending[:0]
pending = temp
c.L.Unlock()
// Outside of the critical section, process the work
for _, event := range pending {
fn(event)
}
// Notify potential publishers waiting due to backpressure
c.Broadcast()
}
}
// ------------------------------------- Subscriber Group -------------------------------------
// group represents a consumer group
type group[T Event] struct {
cond *sync.Cond
subs []*consumer[T]
maxQueue int // Maximum queue size per consumer
maxLen int // Current maximum queue length across all consumers
}
// Broadcast sends an event to all consumers
func (s *group[T]) Broadcast(ev T) {
s.cond.L.Lock()
defer s.cond.L.Unlock()
// Calculate current maximum queue length
s.maxLen = 0
for _, sub := range s.subs {
if len(sub.queue) > s.maxLen {
s.maxLen = len(sub.queue)
}
}
// Backpressure: wait if queues are full
for s.maxLen >= s.maxQueue {
s.cond.Wait()
// Recalculate after wakeup
s.maxLen = 0
for _, sub := range s.subs {
if len(sub.queue) > s.maxLen {
s.maxLen = len(sub.queue)
}
}
}
// Add event to all queues and track new maximum
newMax := 0
for _, sub := range s.subs {
sub.queue = append(sub.queue, ev)
if len(sub.queue) > newMax {
newMax = len(sub.queue)
}
}
s.maxLen = newMax
s.cond.Broadcast() // Wake consumers
}
// Add adds a subscriber to the list
func (s *group[T]) Add(handler func(T)) *consumer[T] {
sub := &consumer[T]{
queue: make([]T, 0, 64),
}
// Add the consumer to the list of active consumers
s.cond.L.Lock()
s.subs = append(s.subs, sub)
s.cond.L.Unlock()
// Start listening
go sub.Listen(s.cond, handler)
return sub
}
// Del removes a subscriber from the list
func (s *group[T]) Del(sub *consumer[T]) {
s.cond.L.Lock()
defer s.cond.L.Unlock()
// Search and remove the subscriber
sub.stop = true
for i, v := range s.subs {
if v == sub {
copy(s.subs[i:], s.subs[i+1:])
s.subs = s.subs[:len(s.subs)-1]
break
}
}
}
// ------------------------------------- Debugging -------------------------------------
var errClosed = fmt.Errorf("event dispatcher is closed")
// Count returns the number of subscribers in this group
func (s *group[T]) Count() int {
return len(s.subs)
}
// String returns string representation of the type
func (s *group[T]) String() string {
typ := reflect.TypeOf(s).String()
idx := strings.LastIndex(typ, "/")
typ = typ[idx+1 : len(typ)-1]
return typ
}
// errConflict returns a conflict message
func errConflict[T any](eventType uint32, existing any) string {
var want T
return fmt.Sprintf(
"conflicting event type, want=<%T>, registered=<%s>, event=0x%v",
want, existing, eventType,
)
}
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// Copyright (c) Roman Atachiants and contributore. All rights reserved.
// Licensed under the MIT license. See LICENSE file in the project root for detaile.
package event
import (
"fmt"
"sync"
"sync/atomic"
"testing"
"time"
"github.com/stretchr/testify/assert"
)
func TestPublish(t *testing.T) {
d := NewDispatcher()
var wg sync.WaitGroup
// Subscribe, must be received in order
var count int64
defer Subscribe(d, func(ev MyEvent1) {
assert.Equal(t, int(atomic.AddInt64(&count, 1)), ev.Number)
wg.Done()
})()
// Publish
wg.Add(3)
Publish(d, MyEvent1{Number: 1})
Publish(d, MyEvent1{Number: 2})
Publish(d, MyEvent1{Number: 3})
// Wait and check
wg.Wait()
assert.Equal(t, int64(3), count)
}
func TestUnsubscribe(t *testing.T) {
d := NewDispatcher()
assert.Equal(t, 0, d.count(TypeEvent1))
unsubscribe := Subscribe(d, func(ev MyEvent1) {
// Nothing
})
assert.Equal(t, 1, d.count(TypeEvent1))
unsubscribe()
assert.Equal(t, 0, d.count(TypeEvent1))
}
func TestConcurrent(t *testing.T) {
const max = 1000000
var count int64
var wg sync.WaitGroup
wg.Add(1)
d := NewDispatcher()
defer Subscribe(d, func(ev MyEvent1) {
if current := atomic.AddInt64(&count, 1); current == max {
wg.Done()
}
})()
// Asynchronously publish
go func() {
for i := 0; i < max; i++ {
Publish(d, MyEvent1{})
}
}()
defer Subscribe(d, func(ev MyEvent1) {
// Subscriber that does nothing
})()
wg.Wait()
assert.Equal(t, max, int(count))
}
func TestSubscribeDifferentType(t *testing.T) {
d := NewDispatcher()
assert.Panics(t, func() {
SubscribeTo(d, TypeEvent1, func(ev MyEvent1) {})
SubscribeTo(d, TypeEvent1, func(ev MyEvent2) {})
})
}
func TestPublishDifferentType(t *testing.T) {
d := NewDispatcher()
assert.Panics(t, func() {
SubscribeTo(d, TypeEvent1, func(ev MyEvent2) {})
Publish(d, MyEvent1{})
})
}
func TestCloseDispatcher(t *testing.T) {
d := NewDispatcher()
defer SubscribeTo(d, TypeEvent1, func(ev MyEvent2) {})()
assert.NoError(t, d.Close())
assert.Panics(t, func() {
SubscribeTo(d, TypeEvent1, func(ev MyEvent2) {})
})
}
func TestMatrix(t *testing.T) {
const amount = 1000
for _, subs := range []int{1, 10, 100} {
for _, topics := range []int{1, 10} {
expected := subs * topics * amount
t.Run(fmt.Sprintf("%dx%d", topics, subs), func(t *testing.T) {
var count atomic.Int64
var wg sync.WaitGroup
wg.Add(expected)
d := NewDispatcher()
for i := 0; i < subs; i++ {
for id := 0; id < topics; id++ {
defer SubscribeTo(d, uint32(id), func(ev MyEvent3) {
count.Add(1)
wg.Done()
})()
}
}
for n := 0; n < amount; n++ {
for id := 0; id < topics; id++ {
go Publish(d, MyEvent3{ID: id})
}
}
wg.Wait()
assert.Equal(t, expected, int(count.Load()))
})
}
}
}
func TestConcurrentSubscriptionRace(t *testing.T) {
// This test specifically targets the race condition that occurs when multiple
// goroutines try to subscribe to different event types simultaneously.
// Without the CAS loop, subscriptions could be lost due to registry corruption.
const numGoroutines = 100
const numEventTypes = 50
d := NewDispatcher()
defer d.Close()
var wg sync.WaitGroup
var receivedCount int64
var subscribedTypes sync.Map // Thread-safe map
wg.Add(numGoroutines)
// Start multiple goroutines that subscribe to different event types concurrently
for i := 0; i < numGoroutines; i++ {
go func(goroutineID int) {
defer wg.Done()
// Each goroutine subscribes to a unique event type
eventType := uint32(goroutineID%numEventTypes + 1000) // Offset to avoid collision with other tests
// Subscribe to the event type
SubscribeTo(d, eventType, func(ev MyEvent3) {
atomic.AddInt64(&receivedCount, 1)
})
// Record that this type was subscribed
subscribedTypes.Store(eventType, true)
}(i)
}
// Wait for all subscriptions to complete
wg.Wait()
// Count the number of unique event types subscribed
expectedTypes := 0
subscribedTypes.Range(func(key, value interface{}) bool {
expectedTypes++
return true
})
// Small delay to ensure all subscriptions are fully processed
time.Sleep(10 * time.Millisecond)
// Publish events to each subscribed type
subscribedTypes.Range(func(key, value interface{}) bool {
eventType := key.(uint32)
Publish(d, MyEvent3{ID: int(eventType)})
return true
})
// Wait for all events to be processed
time.Sleep(50 * time.Millisecond)
// Verify that we received at least the expected number of events
// (there might be more if multiple goroutines subscribed to the same event type)
received := atomic.LoadInt64(&receivedCount)
assert.GreaterOrEqual(t, int(received), expectedTypes,
"Should have received at least %d events, got %d", expectedTypes, received)
// Verify that we have the expected number of unique event types
assert.Equal(t, numEventTypes, expectedTypes,
"Should have exactly %d unique event types", numEventTypes)
}
func TestConcurrentHandlerRegistration(t *testing.T) {
const numGoroutines = 100
// Test concurrent subscriptions to the same event type
t.Run("SameEventType", func(t *testing.T) {
d := NewDispatcher()
var handlerCount int64
var wg sync.WaitGroup
// Start multiple goroutines subscribing to the same event type (0x1)
for i := 0; i < numGoroutines; i++ {
wg.Add(1)
go func() {
defer wg.Done()
SubscribeTo(d, uint32(0x1), func(ev MyEvent1) {
atomic.AddInt64(&handlerCount, 1)
})
}()
}
wg.Wait()
// Verify all handlers were registered by publishing an event
atomic.StoreInt64(&handlerCount, 0)
Publish(d, MyEvent1{})
// Small delay to ensure all handlers have executed
time.Sleep(10 * time.Millisecond)
assert.Equal(t, int64(numGoroutines), atomic.LoadInt64(&handlerCount),
"Not all handlers were registered due to race condition")
})
// Test concurrent subscriptions to different event types
t.Run("DifferentEventTypes", func(t *testing.T) {
d := NewDispatcher()
var wg sync.WaitGroup
receivedEvents := make(map[uint32]*int64)
// Create multiple event types and subscribe concurrently
for i := 0; i < numGoroutines; i++ {
eventType := uint32(100 + i)
counter := new(int64)
receivedEvents[eventType] = counter
wg.Add(1)
go func(et uint32, cnt *int64) {
defer wg.Done()
SubscribeTo(d, et, func(ev MyEvent3) {
atomic.AddInt64(cnt, 1)
})
}(eventType, counter)
}
wg.Wait()
// Publish events to all types
for eventType := uint32(100); eventType < uint32(100+numGoroutines); eventType++ {
Publish(d, MyEvent3{ID: int(eventType)})
}
// Small delay to ensure all handlers have executed
time.Sleep(10 * time.Millisecond)
// Verify all event types received their events
for eventType, counter := range receivedEvents {
assert.Equal(t, int64(1), atomic.LoadInt64(counter),
"Event type %d did not receive its event", eventType)
}
})
}
func TestBackpressure(t *testing.T) {
d := NewDispatcher()
d.maxQueue = 10
var processedCount int64
unsub := SubscribeTo(d, uint32(0x200), func(ev MyEvent3) {
atomic.AddInt64(&processedCount, 1)
})
defer unsub()
const eventsToPublish = 1000
for i := 0; i < eventsToPublish; i++ {
Publish(d, MyEvent3{ID: 0x200})
}
time.Sleep(100 * time.Millisecond)
// Verify all events were eventually processed
finalProcessed := atomic.LoadInt64(&processedCount)
assert.Equal(t, int64(eventsToPublish), finalProcessed)
t.Logf("Events processed: %d/%d", finalProcessed, eventsToPublish)
}
// ------------------------------------- Test Events -------------------------------------
const (
TypeEvent1 = 0x1
TypeEvent2 = 0x2
)
type MyEvent1 struct {
Number int
}
func (t MyEvent1) Type() uint32 { return TypeEvent1 }
type MyEvent2 struct {
Text string
}
func (t MyEvent2) Type() uint32 { return TypeEvent2 }
type MyEvent3 struct {
ID int
}
func (t MyEvent3) Type() uint32 { return uint32(t.ID) }
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# 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.
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# aider, QwQ, Qwen-Coder 2.5 and llama-swap
This guide show how to use aider and llama-swap to get a 100% local coding co-pilot setup. The focus is on the trickest part which is configuring aider, llama-swap and llama-server to work together.
## Here's what you you need:
- aider - [installation docs](https://aider.chat/docs/install.html)
- llama-server - [download latest release](https://github.com/ggml-org/llama.cpp/releases)
- llama-swap - [download latest release](https://github.com/mostlygeek/llama-swap/releases)
- [QwQ 32B](https://huggingface.co/bartowski/Qwen_QwQ-32B-GGUF) and [Qwen Coder 2.5 32B](https://huggingface.co/bartowski/Qwen2.5-Coder-32B-Instruct-GGUF) models
- 24GB VRAM video card
## Running aider
The goal is getting this command line to work:
```sh
aider --architect \
--no-show-model-warnings \
--model openai/QwQ \
--editor-model openai/qwen-coder-32B \
--model-settings-file aider.model.settings.yml \
--openai-api-key "sk-na" \
--openai-api-base "http://10.0.1.24:8080/v1" \
```
Set `--openai-api-base` to the IP and port where your llama-swap is running.
## Create an aider model settings file
```yaml
# aider.model.settings.yml
#
# !!! important: model names must match llama-swap configuration names !!!
#
- name: "openai/QwQ"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.95
top_k: 40
presence_penalty: 0.1
repetition_penalty: 1
num_ctx: 16384
use_temperature: 0.6
reasoning_tag: think
weak_model_name: "openai/qwen-coder-32B"
editor_model_name: "openai/qwen-coder-32B"
- name: "openai/qwen-coder-32B"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.8
top_k: 20
repetition_penalty: 1.05
use_temperature: 0.6
reasoning_tag: think
editor_edit_format: editor-diff
editor_model_name: "openai/qwen-coder-32B"
```
## llama-swap configuration
```yaml
# config.yaml
# The parameters are tweaked to fit model+context into 24GB VRAM GPUs
models:
"qwen-coder-32B":
proxy: "http://127.0.0.1:8999"
cmd: >
/path/to/llama-server
--host 127.0.0.1 --port 8999 --flash-attn --slots
--ctx-size 16000
--cache-type-k q8_0 --cache-type-v q8_0
-ngl 99
--model /path/to/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
"QwQ":
proxy: "http://127.0.0.1:9503"
cmd: >
/path/to/llama-server
--host 127.0.0.1 --port 9503 --flash-attn --metrics--slots
--cache-type-k q8_0 --cache-type-v q8_0
--ctx-size 32000
--samplers "top_k;top_p;min_p;temperature;dry;typ_p;xtc"
--temp 0.6 --repeat-penalty 1.1 --dry-multiplier 0.5
--min-p 0.01 --top-k 40 --top-p 0.95
-ngl 99
--model /mnt/nvme/models/bartowski/Qwen_QwQ-32B-Q4_K_M.gguf
```
## Advanced, Dual GPU Configuration
If you have _dual 24GB GPUs_ you can use llama-swap profiles to avoid swapping between QwQ and Qwen Coder.
In llama-swap's configuration file:
1. add a `profiles` section with `aider` as the profile name
2. using the `env` field to specify the GPU IDs for each model
```yaml
# config.yaml
# Add a profile for aider
profiles:
aider:
- qwen-coder-32B
- QwQ
models:
"qwen-coder-32B":
# manually set the GPU to run on
env:
- "CUDA_VISIBLE_DEVICES=0"
proxy: "http://127.0.0.1:8999"
cmd: /path/to/llama-server ...
"QwQ":
# manually set the GPU to run on
env:
- "CUDA_VISIBLE_DEVICES=1"
proxy: "http://127.0.0.1:9503"
cmd: /path/to/llama-server ...
```
Append the profile tag, `aider:`, to the model names in the model settings file
```yaml
# aider.model.settings.yml
- name: "openai/aider:QwQ"
weak_model_name: "openai/aider:qwen-coder-32B-aider"
editor_model_name: "openai/aider:qwen-coder-32B-aider"
- name: "openai/aider:qwen-coder-32B"
editor_model_name: "openai/aider:qwen-coder-32B-aider"
```
Run aider with:
```sh
$ aider --architect \
--no-show-model-warnings \
--model openai/aider:QwQ \
--editor-model openai/aider:qwen-coder-32B \
--config aider.conf.yml \
--model-settings-file aider.model.settings.yml
--openai-api-key "sk-na" \
--openai-api-base "http://10.0.1.24:8080/v1"
```
@@ -0,0 +1,28 @@
# this makes use of llama-swap's profile feature to
# keep the architect and editor models in VRAM on different GPUs
- name: "openai/aider:QwQ"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.95
top_k: 40
presence_penalty: 0.1
repetition_penalty: 1
num_ctx: 16384
use_temperature: 0.6
reasoning_tag: think
weak_model_name: "openai/aider:qwen-coder-32B"
editor_model_name: "openai/aider:qwen-coder-32B"
- name: "openai/aider:qwen-coder-32B"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.8
top_k: 20
repetition_penalty: 1.05
use_temperature: 0.6
reasoning_tag: think
editor_edit_format: editor-diff
editor_model_name: "openai/aider:qwen-coder-32B"
@@ -0,0 +1,26 @@
- name: "openai/QwQ"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.95
top_k: 40
presence_penalty: 0.1
repetition_penalty: 1
num_ctx: 16384
use_temperature: 0.6
reasoning_tag: think
weak_model_name: "openai/qwen-coder-32B"
editor_model_name: "openai/qwen-coder-32B"
- name: "openai/qwen-coder-32B"
edit_format: diff
extra_params:
max_tokens: 16384
top_p: 0.8
top_k: 20
repetition_penalty: 1.05
use_temperature: 0.6
reasoning_tag: think
editor_edit_format: editor-diff
editor_model_name: "openai/qwen-coder-32B"
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healthCheckTimeout: 300
logLevel: debug
profiles:
aider:
- qwen-coder-32B
- QwQ
models:
"qwen-coder-32B":
env:
- "CUDA_VISIBLE_DEVICES=0"
aliases:
- coder
proxy: "http://127.0.0.1:8999"
# set appropriate paths for your environment
cmd: >
/path/to/llama-server
--host 127.0.0.1 --port 8999 --flash-attn --slots
--ctx-size 16000
--ctx-size-draft 16000
--model /path/to/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf
--model-draft /path/to/Qwen2.5-Coder-1.5B-Instruct-Q8_0.gguf
-ngl 99 -ngld 99
--draft-max 16 --draft-min 4 --draft-p-min 0.4
--cache-type-k q8_0 --cache-type-v q8_0
"QwQ":
env:
- "CUDA_VISIBLE_DEVICES=1"
proxy: "http://127.0.0.1:9503"
# set appropriate paths for your environment
cmd: >
/path/to/llama-server
--host 127.0.0.1 --port 9503
--flash-attn --metrics
--slots
--model /path/to/Qwen_QwQ-32B-Q4_K_M.gguf
--cache-type-k q8_0 --cache-type-v q8_0
--ctx-size 32000
--samplers "top_k;top_p;min_p;temperature;dry;typ_p;xtc"
--temp 0.6
--repeat-penalty 1.1
--dry-multiplier 0.5
--min-p 0.01
--top-k 40
--top-p 0.95
-ngl 99 -ngld 99
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# 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!
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#!/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
@@ -0,0 +1,51 @@
# Restart llama-swap on config change
Sometimes editing the configuration file can take a bit of trail and error to get a model configuration tuned just right. The `watch-and-restart.sh` script can be used to watch `config.yaml` for changes and restart `llama-swap` when it detects a change.
```bash
#!/bin/bash
#
# A simple watch and restart llama-swap when its configuration
# file changes. Useful for trying out configuration changes
# without manually restarting the server each time.
if [ -z "$1" ]; then
echo "Usage: $0 <path to config.yaml>"
exit 1
fi
while true; do
# Start the process again
./llama-swap-linux-amd64 -config $1 -listen :1867 &
PID=$!
echo "Started llama-swap with PID $PID"
# Wait for modifications in the specified directory or file
inotifywait -e modify "$1"
# Check if process exists before sending signal
if kill -0 $PID 2>/dev/null; then
echo "Sending SIGTERM to $PID"
kill -SIGTERM $PID
wait $PID
else
echo "Process $PID no longer exists"
fi
sleep 1
done
```
## Usage and output example
```bash
$ ./watch-and-restart.sh config.yaml
Started llama-swap with PID 495455
Setting up watches.
Watches established.
llama-swap listening on :1867
Sending SIGTERM to 495455
Shutting down llama-swap
Started llama-swap with PID 495486
Setting up watches.
Watches established.
llama-swap listening on :1867
```
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# 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)
```
+41 -1
View File
@@ -2,4 +2,44 @@ module github.com/mostlygeek/llama-swap
go 1.23.0 go 1.23.0
require gopkg.in/yaml.v3 v3.0.1 require (
github.com/billziss-gh/golib v0.2.0
github.com/fsnotify/fsnotify v1.9.0
github.com/gin-gonic/gin v1.10.0
github.com/stretchr/testify v1.9.0
github.com/tidwall/gjson v1.18.0
github.com/tidwall/sjson v1.2.5
gopkg.in/yaml.v3 v3.0.1
)
require (
github.com/bytedance/sonic v1.11.6 // indirect
github.com/bytedance/sonic/loader v0.1.1 // indirect
github.com/cloudwego/base64x v0.1.4 // indirect
github.com/cloudwego/iasm v0.2.0 // indirect
github.com/davecgh/go-spew v1.1.1 // indirect
github.com/gabriel-vasile/mimetype v1.4.3 // indirect
github.com/gin-contrib/sse v0.1.0 // indirect
github.com/go-playground/locales v0.14.1 // indirect
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/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
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/pelletier/go-toml/v2 v2.2.2 // indirect
github.com/pmezard/go-difflib v1.0.0 // indirect
github.com/tidwall/match v1.1.1 // indirect
github.com/tidwall/pretty v1.2.1 // indirect
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 v0.36.0 // indirect
golang.org/x/net v0.38.0 // indirect
golang.org/x/sys v0.31.0 // indirect
golang.org/x/text v0.23.0 // indirect
google.golang.org/protobuf v1.34.1 // indirect
)
+99
View File
@@ -1,4 +1,103 @@
github.com/billziss-gh/golib v0.2.0 h1:NyvcAQdfvM8xokKkKotiligKjKXzuQD4PPykg1nKc/8=
github.com/billziss-gh/golib v0.2.0/go.mod h1:mZpUYANXZkDKSnyYbX9gfnyxwe0ddRhUtfXcsD5r8dw=
github.com/bytedance/sonic v1.11.6 h1:oUp34TzMlL+OY1OUWxHqsdkgC/Zfc85zGqw9siXjrc0=
github.com/bytedance/sonic v1.11.6/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/fsnotify/fsnotify v1.9.0 h1:2Ml+OJNzbYCTzsxtv8vKSFD9PbJjmhYF14k/jKC7S9k=
github.com/fsnotify/fsnotify v1.9.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
github.com/gabriel-vasile/mimetype v1.4.3 h1:in2uUcidCuFcDKtdcBxlR0rJ1+fsokWf+uqxgUFjbI0=
github.com/gabriel-vasile/mimetype v1.4.3/go.mod h1:d8uq/6HKRL6CGdk+aubisF/M5GcPfT7nKyLpA0lbSSk=
github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
github.com/gin-gonic/gin v1.10.0 h1:nTuyha1TYqgedzytsKYqna+DfLos46nTv2ygFy86HFU=
github.com/gin-gonic/gin v1.10.0/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
github.com/go-playground/validator/v10 v10.20.0 h1:K9ISHbSaI0lyB2eWMPJo+kOS/FBExVwjEviJTixqxL8=
github.com/go-playground/validator/v10 v10.20.0/go.mod h1:dbuPbCMFw/DrkbEynArYaCwl3amGuJotoKCe95atGMM=
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/go-cmp v0.5.5 h1:Khx7svrCpmxxtHBq5j2mp/xVjsi8hQMfNLvJFAlrGgU=
github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
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=
github.com/klauspost/cpuid/v2 v2.2.7 h1:ZWSB3igEs+d0qvnxR/ZBzXVmxkgt8DdzP6m9pfuVLDM=
github.com/klauspost/cpuid/v2 v2.2.7/go.mod h1:Lcz8mBdAVJIBVzewtcLocK12l3Y+JytZYpaMropDUws=
github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
github.com/leodido/go-urn v1.4.0 h1:WT9HwE9SGECu3lg4d/dIA+jxlljEa1/ffXKmRjqdmIQ=
github.com/leodido/go-urn v1.4.0/go.mod h1:bvxc+MVxLKB4z00jd1z+Dvzr47oO32F/QSNjSBOlFxI=
github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
github.com/pelletier/go-toml/v2 v2.2.2 h1:aYUidT7k73Pcl9nb2gScu7NSrKCSHIDE89b3+6Wq+LM=
github.com/pelletier/go-toml/v2 v2.2.2/go.mod h1:1t835xjRzz80PqgE6HHgN2JOsmgYu/h4qDAS4n929Rs=
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA=
github.com/tidwall/match v1.1.1/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
github.com/ugorji/go/codec v1.2.12/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
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 v0.36.0 h1:AnAEvhDddvBdpY+uR+MyHmuZzzNqXSe/GvuDeob5L34=
golang.org/x/crypto v0.36.0/go.mod h1:Y4J0ReaxCR1IMaabaSMugxJES1EpwhBHhv2bDHklZvc=
golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
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 v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=
golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
golang.org/x/text v0.23.0 h1:D71I7dUrlY+VX0gQShAThNGHFxZ13dGLBHQLVl1mJlY=
golang.org/x/text v0.23.0/go.mod h1:/BLNzu4aZCJ1+kcD0DNRotWKage4q2rGVAg4o22unh4=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543 h1:E7g+9GITq07hpfrRu66IVDexMakfv52eLZ2CXBWiKr4=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
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= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
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+189 -7
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@@ -1,33 +1,215 @@
package main package main
import ( import (
"context"
"flag" "flag"
"fmt" "fmt"
"log"
"net/http" "net/http"
"os" "os"
"os/signal"
"path/filepath"
"syscall"
"time"
"github.com/fsnotify/fsnotify"
"github.com/gin-gonic/gin"
"github.com/mostlygeek/llama-swap/event"
"github.com/mostlygeek/llama-swap/proxy" "github.com/mostlygeek/llama-swap/proxy"
"github.com/mostlygeek/llama-swap/proxy/config"
)
var (
version string = "0"
commit string = "abcd1234"
date string = "unknown"
) )
func main() { func main() {
// Define a command-line flag for the port // Define a command-line flag for the port
configPath := flag.String("config", "config.yaml", "config file name") configPath := flag.String("config", "config.yaml", "config file name")
listenStr := flag.String("listen", ":8080", "listen ip/port") listenStr := flag.String("listen", "", "listen ip/port")
certFile := flag.String("tls-cert-file", "", "TLS certificate file")
keyFile := flag.String("tls-key-file", "", "TLS key file")
showVersion := flag.Bool("version", false, "show version of build")
watchConfig := flag.Bool("watch-config", false, "Automatically reload config file on change")
flag.Parse() // Parse the command-line flags flag.Parse() // Parse the command-line flags
config, err := proxy.LoadConfig(*configPath) if *showVersion {
fmt.Printf("version: %s (%s), built at %s\n", version, commit, date)
os.Exit(0)
}
conf, err := config.LoadConfig(*configPath)
if err != nil { if err != nil {
fmt.Printf("Error loading config: %v\n", err) fmt.Printf("Error loading config: %v\n", err)
os.Exit(1) os.Exit(1)
} }
proxyManager := proxy.New(config) if len(conf.Profiles) > 0 {
http.HandleFunc("/", proxyManager.HandleFunc) fmt.Println("WARNING: Profile functionality has been removed in favor of Groups. See the README for more information.")
}
fmt.Println("llamagate listening on " + *listenStr) if mode := os.Getenv("GIN_MODE"); mode != "" {
if err := http.ListenAndServe(*listenStr, nil); err != nil { gin.SetMode(mode)
fmt.Printf("Error starting server: %v\n", err) } else {
gin.SetMode(gin.ReleaseMode)
}
// Validate TLS flags.
var useTLS = (*certFile != "" && *keyFile != "")
if (*certFile != "" && *keyFile == "") ||
(*certFile == "" && *keyFile != "") {
fmt.Println("Error: Both --tls-cert-file and --tls-key-file must be provided for TLS.")
os.Exit(1) os.Exit(1)
} }
// Set default ports.
if *listenStr == "" {
defaultPort := ":8080"
if useTLS {
defaultPort = ":8443"
}
listenStr = &defaultPort
}
// Setup channels for server management
exitChan := make(chan struct{})
sigChan := make(chan os.Signal, 1)
signal.Notify(sigChan, syscall.SIGINT, syscall.SIGTERM)
// Create server with initial handler
srv := &http.Server{
Addr: *listenStr,
}
// Support for watching config and reloading when it changes
reloadProxyManager := func() {
if currentPM, ok := srv.Handler.(*proxy.ProxyManager); ok {
conf, err = config.LoadConfig(*configPath)
if err != nil {
fmt.Printf("Warning, unable to reload configuration: %v\n", err)
return
}
fmt.Println("Configuration Changed")
currentPM.Shutdown()
srv.Handler = proxy.New(conf)
fmt.Println("Configuration Reloaded")
// wait a few seconds and tell any UI to reload
time.AfterFunc(3*time.Second, func() {
event.Emit(proxy.ConfigFileChangedEvent{
ReloadingState: proxy.ReloadingStateEnd,
})
})
} else {
conf, err = config.LoadConfig(*configPath)
if err != nil {
fmt.Printf("Error, unable to load configuration: %v\n", err)
os.Exit(1)
}
srv.Handler = proxy.New(conf)
}
}
// load the initial proxy manager
reloadProxyManager()
debouncedReload := debounce(time.Second, reloadProxyManager)
if *watchConfig {
defer event.On(func(e proxy.ConfigFileChangedEvent) {
if e.ReloadingState == proxy.ReloadingStateStart {
debouncedReload()
}
})()
fmt.Println("Watching Configuration for changes")
go func() {
absConfigPath, err := filepath.Abs(*configPath)
if err != nil {
fmt.Printf("Error getting absolute path for watching config file: %v\n", err)
return
}
watcher, err := fsnotify.NewWatcher()
if err != nil {
fmt.Printf("Error creating file watcher: %v. File watching disabled.\n", err)
return
}
configDir := filepath.Dir(absConfigPath)
err = watcher.Add(configDir)
if err != nil {
fmt.Printf("Error adding config path directory (%s) to watcher: %v. File watching disabled.", configDir, err)
return
}
defer watcher.Close()
for {
select {
case changeEvent := <-watcher.Events:
if changeEvent.Name == absConfigPath && (changeEvent.Has(fsnotify.Write) || changeEvent.Has(fsnotify.Create) || changeEvent.Has(fsnotify.Remove)) {
event.Emit(proxy.ConfigFileChangedEvent{
ReloadingState: proxy.ReloadingStateStart,
})
} else if changeEvent.Name == filepath.Join(configDir, "..data") && changeEvent.Has(fsnotify.Create) {
// the change for k8s configmap
event.Emit(proxy.ConfigFileChangedEvent{
ReloadingState: proxy.ReloadingStateStart,
})
}
case err := <-watcher.Errors:
log.Printf("File watcher error: %v", err)
}
}
}()
}
// shutdown on signal
go func() {
sig := <-sigChan
fmt.Printf("Received signal %v, shutting down...\n", sig)
ctx, cancel := context.WithTimeout(context.Background(), time.Second*5)
defer cancel()
if pm, ok := srv.Handler.(*proxy.ProxyManager); ok {
pm.Shutdown()
} else {
fmt.Println("srv.Handler is not of type *proxy.ProxyManager")
}
if err := srv.Shutdown(ctx); err != nil {
fmt.Printf("Server shutdown error: %v\n", err)
}
close(exitChan)
}()
// Start server
go func() {
var err error
if useTLS {
fmt.Printf("llama-swap listening with TLS on https://%s\n", *listenStr)
err = srv.ListenAndServeTLS(*certFile, *keyFile)
} else {
fmt.Printf("llama-swap listening on http://%s\n", *listenStr)
err = srv.ListenAndServe()
}
if err != nil && err != http.ErrServerClosed {
log.Fatalf("Fatal server error: %v\n", err)
}
}()
// Wait for exit signal
<-exitChan
}
func debounce(interval time.Duration, f func()) func() {
var timer *time.Timer
return func() {
if timer != nil {
timer.Stop()
}
timer = time.AfterFunc(interval, f)
}
} }
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package main
// created for issue: #252 https://github.com/mostlygeek/llama-swap/issues/252
// this simple benchmark tool sends a lot of small chat completion requests to llama-swap
// to make sure all the requests are accounted for.
//
// requests can be sent in parallel, and the tool will report the results.
// usage: go run main.go -baseurl http://localhost:8080/v1 -model llama3 -requests 1000 -par 5
import (
"bytes"
"flag"
"fmt"
"io"
"log"
"net/http"
"os"
"sync"
"time"
)
func main() {
// ----- CLI arguments ----------------------------------------------------
var (
baseurl string
modelName string
totalRequests int
parallelization int
)
flag.StringVar(&baseurl, "baseurl", "http://localhost:8080/v1", "Base URL of the API (e.g., https://api.example.com)")
flag.StringVar(&modelName, "model", "", "Model name to use")
flag.IntVar(&totalRequests, "requests", 1, "Total number of requests to send")
flag.IntVar(&parallelization, "par", 1, "Maximum number of concurrent requests")
flag.Parse()
if baseurl == "" || modelName == "" {
fmt.Println("Error: both -baseurl and -model are required.")
flag.Usage()
os.Exit(1)
}
if totalRequests <= 0 {
fmt.Println("Error: -requests must be greater than 0.")
os.Exit(1)
}
if parallelization <= 0 {
fmt.Println("Error: -parallelization must be greater than 0.")
os.Exit(1)
}
// ----- HTTP client -------------------------------------------------------
client := &http.Client{
Timeout: 30 * time.Second,
}
// ----- Tracking response codes -------------------------------------------
statusCounts := make(map[int]int) // map[statusCode]count
var mu sync.Mutex // protects statusCounts
// ----- Request queue (buffered channel) ----------------------------------
requests := make(chan int, 10) // Buffered channel with capacity 10
// Goroutine to fill the request queue
go func() {
for i := 0; i < totalRequests; i++ {
requests <- i + 1
}
close(requests)
}()
// ----- Worker pool -------------------------------------------------------
var wg sync.WaitGroup
for i := 0; i < parallelization; i++ {
wg.Add(1)
go func(workerID int) {
defer wg.Done()
for reqID := range requests {
// Build request payload as a single line JSON string
payload := `{"model":"` + modelName + `","max_tokens":100,"stream":false,"messages":[{"role":"user","content":"write a snake game in python"}]}`
// Send POST request
req, err := http.NewRequest(http.MethodPost,
fmt.Sprintf("%s/chat/completions", baseurl),
bytes.NewReader([]byte(payload)))
if err != nil {
log.Printf("[worker %d][req %d] request creation error: %v", workerID, reqID, err)
mu.Lock()
statusCounts[-1]++
mu.Unlock()
continue
}
req.Header.Set("Content-Type", "application/json")
resp, err := client.Do(req)
if err != nil {
log.Printf("[worker %d][req %d] HTTP request error: %v", workerID, reqID, err)
mu.Lock()
statusCounts[-1]++
mu.Unlock()
continue
}
io.Copy(io.Discard, resp.Body)
resp.Body.Close()
// Record status code
mu.Lock()
statusCounts[resp.StatusCode]++
mu.Unlock()
}
}(i + 1)
}
// ----- Status ticker (prints every second) -------------------------------
done := make(chan struct{})
tickerDone := make(chan struct{})
go func() {
ticker := time.NewTicker(1 * time.Second)
startTime := time.Now()
for {
select {
case <-ticker.C:
mu.Lock()
// Compute how many requests have completed so far
completed := 0
for _, cnt := range statusCounts {
completed += cnt
}
// Calculate duration and progress
duration := time.Since(startTime)
progress := completed * 100 / totalRequests
fmt.Printf("Duration: %v, Completed: %d%% requests\n", duration, progress)
mu.Unlock()
case <-done:
duration := time.Since(startTime)
fmt.Printf("Duration: %v, Completed: %d%% requests\n", duration, 100)
close(tickerDone)
return
}
}
}()
// Wait for all workers to finish
wg.Wait()
close(done) // stops the status-update goroutine
<-tickerDone // give ticker time to finish / print
// ----- Summary ------------------------------------------------------------
fmt.Println("\n\n=== HTTP response code summary ===")
mu.Lock()
for code, cnt := range statusCounts {
if code == -1 {
fmt.Printf("Client-side errors (no HTTP response): %d\n", cnt)
} else {
fmt.Printf("%d : %d\n", code, cnt)
}
}
mu.Unlock()
}
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@@ -0,0 +1,91 @@
package main
import (
"context"
"errors"
"fmt"
"os"
"os/exec"
"os/signal"
"syscall"
"time"
)
/*
**
Test how exec.Cmd.CommandContext behaves under certain conditions:*
- process is killed externally, what happens with cmd.Wait() *
✔︎ it returns. catches crashes.*
- process ignores SIGTERM*
✔︎ `kill()` is called after cmd.WaitDelay*
- this process exits, what happens with children (kill -9 <this process' pid>)*
x they stick around. have to be manually killed.*
- .WithTimeout()'s cancel is called *
✔︎ process is killed after it ignores sigterm, cmd.Wait() catches it.*
- parent receives SIGINT/SIGTERM, what happens
✔︎ waits for child process to exit, then exits gracefully.
*/
func main() {
// swap between these to use kill -9 <pid> on the cli to sim external crash
ctx, cancel := context.WithCancel(context.Background())
//ctx, cancel := context.WithTimeout(context.Background(), 1000*time.Millisecond)
defer cancel()
//cmd := exec.CommandContext(ctx, "sleep", "1")
cmd := exec.CommandContext(ctx,
"../../build/simple-responder_darwin_arm64",
//"-ignore-sig-term", /* so it doesn't exit on receiving SIGTERM, test cmd.WaitTimeout */
)
cmd.Stdin = os.Stdin
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
// set a wait delay before signing sig kill
cmd.WaitDelay = 500 * time.Millisecond
cmd.Cancel = func() error {
fmt.Println("✔︎ Cancel() called, sending SIGTERM")
cmd.Process.Signal(syscall.SIGTERM)
//return nil
// this error is returned by cmd.Wait(), and can be used to
// single an error when the process couldn't be normally terminated
// but since a SIGTERM is sent, it's probably ok to return a nil
// as WaitDelay timing out will override the any error set here.
//
// test by enabling/disabling -ignore-sig-term on the process
// with -ignore-sig-term enabled, cmd.Wait() will have "signal: killed"
// without it, it will show the "new error from cancel"
return errors.New("error from cmd.Cancel()") // sets error returned by cmd.Wait()
}
if err := cmd.Start(); err != nil {
fmt.Println("Error starting process:", err)
return
}
// catch signals. Calls cancel() which will cause cmd.Wait() to return and
// this program to eventually exit gracefully.
sigChan := make(chan os.Signal, 1)
signal.Notify(sigChan, syscall.SIGINT, syscall.SIGTERM)
go func() {
signal := <-sigChan
fmt.Printf("✔︎ Received signal: %d, Killing process... with cancel before exiting\n", signal)
cancel()
}()
fmt.Printf("✔︎ Parent Pid: %d, Process Pid: %d\n", os.Getpid(), cmd.Process.Pid)
fmt.Println("✔︎ Process started, cmd.Wait() ... ")
if err := cmd.Wait(); err != nil {
fmt.Println("✔︎ cmd.Wait returned, Error:", err)
} else {
fmt.Println("✔︎ cmd.Wait returned, Process exited on its own")
}
fmt.Println("✔︎ Child process exited, Done.")
}
+298 -15
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@@ -3,47 +3,330 @@ package main
import ( import (
"flag" "flag"
"fmt" "fmt"
"io"
"log"
"net/http" "net/http"
"os" "os"
"os/signal"
"syscall"
"time"
"github.com/gin-gonic/gin"
"github.com/tidwall/gjson"
) )
func main() { func main() {
gin.SetMode(gin.TestMode)
// Define a command-line flag for the port // Define a command-line flag for the port
port := flag.String("port", "8080", "port to listen on") port := flag.String("port", "8080", "port to listen on")
expectedModel := flag.String("model", "TheExpectedModel", "model name to expect")
// Define a command-line flag for the response message // Define a command-line flag for the response message
responseMessage := flag.String("respond", "hi", "message to respond with") responseMessage := flag.String("respond", "hi", "message to respond with")
silent := flag.Bool("silent", false, "disable all logging")
ignoreSigTerm := flag.Bool("ignore-sig-term", false, "ignore SIGTERM signal")
flag.Parse() // Parse the command-line flags flag.Parse() // Parse the command-line flags
// Set up the handler function using the provided response message // Create a new Gin router
http.HandleFunc("/", func(w http.ResponseWriter, r *http.Request) { r := gin.New()
// Set the header to text/plain
w.Header().Set("Content-Type", "text/plain")
fmt.Fprintln(w, *responseMessage) // Set up the handler function using the provided response message
r.POST("/v1/chat/completions", func(c *gin.Context) {
bodyBytes, _ := io.ReadAll(c.Request.Body)
// Check if streaming is requested
// Query is checked instead of JSON body since that event stream conflicts with other tests
isStreaming := c.Query("stream") == "true"
if isStreaming {
// Set headers for streaming
c.Header("Content-Type", "text/event-stream")
c.Header("Cache-Control", "no-cache")
c.Header("Connection", "keep-alive")
c.Header("Transfer-Encoding", "chunked")
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
// Send 10 "asdf" tokens
for i := 0; i < 10; i++ {
data := gin.H{
"created": time.Now().Unix(),
"choices": []gin.H{
{
"index": 0,
"delta": gin.H{
"content": "asdf",
},
"finish_reason": nil,
},
},
}
c.SSEvent("message", data)
c.Writer.Flush()
}
// Send final data with usage info
finalData := gin.H{
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
// add timings to simulate llama.cpp
"timings": gin.H{
"prompt_n": 25,
"prompt_ms": 13,
"predicted_n": 10,
"predicted_ms": 17,
"predicted_per_second": 10,
},
}
c.SSEvent("message", finalData)
c.Writer.Flush()
// Send [DONE]
c.SSEvent("message", "[DONE]")
c.Writer.Flush()
} else {
c.Header("Content-Type", "application/json")
// add a wait to simulate a slow query
if wait, err := time.ParseDuration(c.Query("wait")); err == nil {
time.Sleep(wait)
}
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"h_content_length": c.Request.Header.Get("Content-Length"),
"request_body": string(bodyBytes),
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
"timings": gin.H{
"prompt_n": 25,
"prompt_ms": 13,
"predicted_n": 10,
"predicted_ms": 17,
"predicted_per_second": 10,
},
})
}
})
// for issue #62 to check model name strips profile slug
// has to be one of the openAI API endpoints that llama-swap proxies
// curl http://localhost:8080/v1/audio/speech -d '{"model":"profile:TheExpectedModel"}'
r.POST("/v1/audio/speech", func(c *gin.Context) {
body, err := io.ReadAll(c.Request.Body)
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": "Failed to read request body"})
return
}
defer c.Request.Body.Close()
modelName := gjson.GetBytes(body, "model").String()
if modelName != *expectedModel {
c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Invalid model: %s, expected: %s", modelName, *expectedModel)})
return
} else {
c.JSON(http.StatusOK, gin.H{"message": "ok"})
}
})
r.POST("/v1/completions", func(c *gin.Context) {
c.Header("Content-Type", "application/json")
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
})
})
// llama-server compatibility: /completion
r.POST("/completion", func(c *gin.Context) {
c.Header("Content-Type", "application/json")
c.JSON(http.StatusOK, gin.H{
"responseMessage": *responseMessage,
"usage": gin.H{
"completion_tokens": 10,
"prompt_tokens": 25,
"total_tokens": 35,
},
})
})
// issue #41
r.POST("/v1/audio/transcriptions", func(c *gin.Context) {
// Parse the multipart form
if err := c.Request.ParseMultipartForm(10 << 20); err != nil { // 10 MB max memory
c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Error parsing multipart form: %s", err)})
return
}
// Get the model from the form values
model := c.Request.FormValue("model")
if model == "" {
c.JSON(http.StatusBadRequest, gin.H{"error": "Missing model parameter"})
return
}
// Get the file from the form
file, _, err := c.Request.FormFile("file")
if err != nil {
c.JSON(http.StatusBadRequest, gin.H{"error": fmt.Sprintf("Error getting file: %s", err)})
return
}
defer file.Close()
// Read the file content to get its size
fileBytes, err := io.ReadAll(file)
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": fmt.Sprintf("Error reading file: %s", err)})
return
}
fileSize := len(fileBytes)
// Return a JSON response with the model and transcription text including file size
c.JSON(http.StatusOK, gin.H{
"text": fmt.Sprintf("The length of the file is %d bytes", fileSize),
"model": model,
// expose some header values for testing
"h_content_type": c.GetHeader("Content-Type"),
"h_content_length": c.GetHeader("Content-Length"),
})
})
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 // Get environment variables
envVars := os.Environ() envVars := os.Environ()
// Write each environment variable to the response // Write each environment variable to the response
for _, envVar := range envVars { for _, envVar := range envVars {
fmt.Fprintln(w, envVar) c.String(200, envVar)
} }
}) })
// Set up the /health endpoint handler function // Set up the /health endpoint handler function
http.HandleFunc("/health", func(w http.ResponseWriter, r *http.Request) { r.GET("/health", func(c *gin.Context) {
w.Header().Set("Content-Type", "application/json") c.Header("Content-Type", "application/json")
response := `{"status": "ok"}` c.JSON(200, gin.H{"status": "ok"})
w.Write([]byte(response))
}) })
address := ":" + *port // Address with the specified port r.GET("/", func(c *gin.Context) {
fmt.Printf("Server is listening on port %s\n", *port) c.Header("Content-Type", "text/plain")
c.String(200, fmt.Sprintf("%s %s", c.Request.Method, c.Request.URL.Path))
})
// Start the server and log any error if it occurs address := "127.0.0.1:" + *port // Address with the specified port
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)
}
if !*silent {
fmt.Printf("My PID: %d\n", os.Getpid())
}
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.
sigChan := 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(sigChan, syscall.SIGINT, syscall.SIGTERM)
countSigInt := 0
runloop:
for {
signal := <-sigChan
switch signal {
case syscall.SIGINT:
countSigInt++
if countSigInt > 1 {
break runloop
} else {
log.Println("Received SIGINT, send another SIGINT to shutdown")
}
case syscall.SIGTERM:
if *ignoreSigTerm {
log.Println("Ignoring SIGTERM")
} else {
log.Println("Received SIGTERM, shutting down")
break runloop
}
default:
break runloop
}
}
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。"
]
}
+1
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@@ -0,0 +1 @@
ui_dist/*
-56
View File
@@ -1,56 +0,0 @@
package proxy
import (
"os"
"gopkg.in/yaml.v3"
)
type ModelConfig struct {
Cmd string `yaml:"cmd"`
Proxy string `yaml:"proxy"`
Aliases []string `yaml:"aliases"`
Env []string `yaml:"env"`
}
type Config struct {
Models map[string]ModelConfig `yaml:"models"`
HealthCheckTimeout int `yaml:"healthCheckTimeout"`
}
func (c *Config) FindConfig(modelName string) (ModelConfig, bool) {
modelConfig, found := c.Models[modelName]
if found {
return modelConfig, true
}
// Search through aliases to find the right config
for _, config := range c.Models {
for _, alias := range config.Aliases {
if alias == modelName {
return config, true
}
}
}
return ModelConfig{}, false
}
func LoadConfig(path string) (*Config, error) {
data, err := os.ReadFile(path)
if err != nil {
return nil, err
}
var config Config
err = yaml.Unmarshal(data, &config)
if err != nil {
return nil, err
}
if config.HealthCheckTimeout < 15 {
config.HealthCheckTimeout = 15
}
return &config, nil
}
+601
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@@ -0,0 +1,601 @@
package config
import (
"fmt"
"io"
"net/url"
"os"
"regexp"
"runtime"
"sort"
"strings"
"github.com/billziss-gh/golib/shlex"
"gopkg.in/yaml.v3"
)
const DEFAULT_GROUP_ID = "(default)"
type MacroEntry struct {
Name string
Value any
}
type MacroList []MacroEntry
// UnmarshalYAML implements custom YAML unmarshaling that preserves macro definition order
func (ml *MacroList) UnmarshalYAML(value *yaml.Node) error {
if value.Kind != yaml.MappingNode {
return fmt.Errorf("macros must be a mapping")
}
// yaml.Node.Content for a mapping contains alternating key/value nodes
entries := make([]MacroEntry, 0, len(value.Content)/2)
for i := 0; i < len(value.Content); i += 2 {
keyNode := value.Content[i]
valueNode := value.Content[i+1]
var name string
if err := keyNode.Decode(&name); err != nil {
return fmt.Errorf("failed to decode macro name: %w", err)
}
var val any
if err := valueNode.Decode(&val); err != nil {
return fmt.Errorf("failed to decode macro value for '%s': %w", name, err)
}
entries = append(entries, MacroEntry{Name: name, Value: val})
}
*ml = entries
return nil
}
// Get retrieves a macro value by name
func (ml MacroList) Get(name string) (any, bool) {
for _, entry := range ml {
if entry.Name == name {
return entry.Value, true
}
}
return nil, false
}
// ToMap converts MacroList to a map (for backward compatibility if needed)
func (ml MacroList) ToMap() map[string]any {
result := make(map[string]any, len(ml))
for _, entry := range ml {
result[entry.Name] = entry.Value
}
return result
}
type GroupConfig struct {
Swap bool `yaml:"swap"`
Exclusive bool `yaml:"exclusive"`
Persistent bool `yaml:"persistent"`
Members []string `yaml:"members"`
}
var (
macroNameRegex = regexp.MustCompile(`^[a-zA-Z0-9_-]+$`)
macroPatternRegex = regexp.MustCompile(`\$\{([a-zA-Z0-9_-]+)\}`)
)
// set default values for GroupConfig
func (c *GroupConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
type rawGroupConfig GroupConfig
defaults := rawGroupConfig{
Swap: true,
Exclusive: true,
Persistent: false,
Members: []string{},
}
if err := unmarshal(&defaults); err != nil {
return err
}
*c = GroupConfig(defaults)
return nil
}
type HooksConfig struct {
OnStartup HookOnStartup `yaml:"on_startup"`
}
type HookOnStartup struct {
Preload []string `yaml:"preload"`
}
type Config struct {
HealthCheckTimeout int `yaml:"healthCheckTimeout"`
LogRequests bool `yaml:"logRequests"`
LogLevel string `yaml:"logLevel"`
MetricsMaxInMemory int `yaml:"metricsMaxInMemory"`
Models map[string]ModelConfig `yaml:"models"` /* key is model ID */
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 MacroList `yaml:"macros"`
// map aliases to actual model IDs
aliases map[string]string
// automatic port assignments
StartPort int `yaml:"startPort"`
// hooks, see: #209
Hooks HooksConfig `yaml:"hooks"`
}
func (c *Config) RealModelName(search string) (string, bool) {
if _, found := c.Models[search]; found {
return search, true
} else if name, found := c.aliases[search]; found {
return name, found
} else {
return "", false
}
}
func (c *Config) FindConfig(modelName string) (ModelConfig, string, bool) {
if realName, found := c.RealModelName(modelName); !found {
return ModelConfig{}, "", false
} else {
return c.Models[realName], realName, true
}
}
func LoadConfig(path string) (Config, error) {
file, err := os.Open(path)
if err != nil {
return Config{}, err
}
defer file.Close()
return LoadConfigFromReader(file)
}
func LoadConfigFromReader(r io.Reader) (Config, error) {
data, err := io.ReadAll(r)
if err != nil {
return Config{}, err
}
// default configuration values
config := Config{
HealthCheckTimeout: 120,
StartPort: 5800,
LogLevel: "info",
MetricsMaxInMemory: 1000,
}
err = yaml.Unmarshal(data, &config)
if err != nil {
return Config{}, err
}
if config.HealthCheckTimeout < 15 {
// set a minimum of 15 seconds
config.HealthCheckTimeout = 15
}
if config.StartPort < 1 {
return Config{}, fmt.Errorf("startPort must be greater than 1")
}
// Populate the aliases map
config.aliases = make(map[string]string)
for modelName, modelConfig := range config.Models {
for _, alias := range modelConfig.Aliases {
if _, found := config.aliases[alias]; found {
return Config{}, fmt.Errorf("duplicate alias %s found in model: %s", alias, modelName)
}
config.aliases[alias] = modelName
}
}
/* 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, MODEL_ID
- macro values must be less than 1024 characters
*/
for _, macro := range config.Macros {
if err = validateMacro(macro.Name, macro.Value); err != nil {
return Config{}, err
}
}
// Get and sort all model IDs first, makes testing more consistent
modelIds := make([]string, 0, len(config.Models))
for modelId := range config.Models {
modelIds = append(modelIds, modelId)
}
sort.Strings(modelIds) // This guarantees stable iteration order
nextPort := config.StartPort
for _, modelId := range modelIds {
modelConfig := config.Models[modelId]
// Strip comments from command fields before macro expansion
modelConfig.Cmd = StripComments(modelConfig.Cmd)
modelConfig.CmdStop = StripComments(modelConfig.CmdStop)
// validate model macros
for _, macro := range modelConfig.Macros {
if err = validateMacro(macro.Name, macro.Value); err != nil {
return Config{}, fmt.Errorf("model %s: %s", modelId, err.Error())
}
}
// Merge global config and model macros. Model macros take precedence
mergedMacros := make(MacroList, 0, len(config.Macros)+len(modelConfig.Macros))
mergedMacros = append(mergedMacros, MacroEntry{Name: "MODEL_ID", Value: modelId})
// Add global macros first
mergedMacros = append(mergedMacros, config.Macros...)
// Add model macros (can override global)
for _, entry := range modelConfig.Macros {
// Remove any existing global macro with same name
found := false
for i, existing := range mergedMacros {
if existing.Name == entry.Name {
mergedMacros[i] = entry // Override
found = true
break
}
}
if !found {
mergedMacros = append(mergedMacros, entry)
}
}
// First pass: Substitute user-defined macros in reverse order (LIFO - last defined first)
// This allows later macros to reference earlier ones
for i := len(mergedMacros) - 1; i >= 0; i-- {
entry := mergedMacros[i]
macroSlug := fmt.Sprintf("${%s}", entry.Name)
macroStr := fmt.Sprintf("%v", entry.Value)
// Substitute in command fields
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, macroSlug, macroStr)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, macroSlug, macroStr)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, macroSlug, macroStr)
modelConfig.CheckEndpoint = strings.ReplaceAll(modelConfig.CheckEndpoint, macroSlug, macroStr)
modelConfig.Filters.StripParams = strings.ReplaceAll(modelConfig.Filters.StripParams, macroSlug, macroStr)
// Substitute in metadata (recursive)
if len(modelConfig.Metadata) > 0 {
var err error
result, err := substituteMacroInValue(modelConfig.Metadata, entry.Name, entry.Value)
if err != nil {
return Config{}, fmt.Errorf("model %s metadata: %s", modelId, err.Error())
}
modelConfig.Metadata = result.(map[string]any)
}
}
// Final pass: check if PORT macro is needed after macro expansion
// ${PORT} is a resource on the local machine so a new port is only allocated
// if it is required in either cmd or proxy keys
cmdHasPort := strings.Contains(modelConfig.Cmd, "${PORT}")
proxyHasPort := strings.Contains(modelConfig.Proxy, "${PORT}")
if cmdHasPort || proxyHasPort { // either has it
if !cmdHasPort && proxyHasPort { // but both don't have it
return Config{}, fmt.Errorf("model %s: proxy uses ${PORT} but cmd does not - ${PORT} is only available when used in cmd", modelId)
}
// Add PORT macro and substitute it
portEntry := MacroEntry{Name: "PORT", Value: nextPort}
macroSlug := "${PORT}"
macroStr := fmt.Sprintf("%v", nextPort)
modelConfig.Cmd = strings.ReplaceAll(modelConfig.Cmd, macroSlug, macroStr)
modelConfig.CmdStop = strings.ReplaceAll(modelConfig.CmdStop, macroSlug, macroStr)
modelConfig.Proxy = strings.ReplaceAll(modelConfig.Proxy, macroSlug, macroStr)
// Substitute PORT in metadata
if len(modelConfig.Metadata) > 0 {
var err error
result, err := substituteMacroInValue(modelConfig.Metadata, portEntry.Name, portEntry.Value)
if err != nil {
return Config{}, fmt.Errorf("model %s metadata: %s", modelId, err.Error())
}
modelConfig.Metadata = result.(map[string]any)
}
nextPort++
}
// make sure there are no unknown macros that have not been replaced
fieldMap := map[string]string{
"cmd": modelConfig.Cmd,
"cmdStop": modelConfig.CmdStop,
"proxy": modelConfig.Proxy,
"checkEndpoint": modelConfig.CheckEndpoint,
"filters.stripParams": modelConfig.Filters.StripParams,
}
for fieldName, fieldValue := range fieldMap {
matches := macroPatternRegex.FindAllStringSubmatch(fieldValue, -1)
for _, match := range matches {
macroName := match[1]
if macroName == "PID" && fieldName == "cmdStop" {
continue // this is ok, has to be replaced by process later
}
// Reserved macros are always valid (they should have been substituted already)
if macroName == "PORT" || macroName == "MODEL_ID" {
return Config{}, fmt.Errorf("macro '${%s}' should have been substituted in %s.%s", macroName, modelId, fieldName)
}
// Any other macro is unknown
return Config{}, fmt.Errorf("unknown macro '${%s}' found in %s.%s", macroName, modelId, fieldName)
}
}
// Check for unknown macros in metadata
if len(modelConfig.Metadata) > 0 {
if err := validateMetadataForUnknownMacros(modelConfig.Metadata, modelId); err != nil {
return Config{}, err
}
}
// Validate the proxy URL.
if _, err := url.Parse(modelConfig.Proxy); err != nil {
return Config{}, fmt.Errorf(
"model %s: invalid proxy URL: %w", modelId, err,
)
}
config.Models[modelId] = modelConfig
}
config = AddDefaultGroupToConfig(config)
// check that members are all unique in the groups
memberUsage := make(map[string]string) // maps member to group it appears in
for groupID, groupConfig := range config.Groups {
prevSet := make(map[string]bool)
for _, member := range groupConfig.Members {
// Check for duplicates within this group
if _, found := prevSet[member]; found {
return Config{}, fmt.Errorf("duplicate model member %s found in group: %s", member, groupID)
}
prevSet[member] = true
// Check if member is used in another group
if existingGroup, exists := memberUsage[member]; exists {
return Config{}, fmt.Errorf("model member %s is used in multiple groups: %s and %s", member, existingGroup, groupID)
}
memberUsage[member] = groupID
}
}
// clean up hooks preload
if len(config.Hooks.OnStartup.Preload) > 0 {
var toPreload []string
for _, modelID := range config.Hooks.OnStartup.Preload {
modelID = strings.TrimSpace(modelID)
if modelID == "" {
continue
}
if real, found := config.RealModelName(modelID); found {
toPreload = append(toPreload, real)
}
}
config.Hooks.OnStartup.Preload = toPreload
}
return config, nil
}
// rewrites the yaml to include a default group with any orphaned models
func AddDefaultGroupToConfig(config Config) Config {
if config.Groups == nil {
config.Groups = make(map[string]GroupConfig)
}
defaultGroup := GroupConfig{
Swap: true,
Exclusive: true,
Members: []string{},
}
// if groups is empty, create a default group and put
// all models into it
if len(config.Groups) == 0 {
for modelName := range config.Models {
defaultGroup.Members = append(defaultGroup.Members, modelName)
}
} else {
// iterate over existing group members and add non-grouped models into the default group
for modelName := range config.Models {
foundModel := false
found:
// search for the model in existing groups
for _, groupConfig := range config.Groups {
for _, member := range groupConfig.Members {
if member == modelName {
foundModel = true
break found
}
}
}
if !foundModel {
defaultGroup.Members = append(defaultGroup.Members, modelName)
}
}
}
sort.Strings(defaultGroup.Members) // make consistent ordering for testing
config.Groups[DEFAULT_GROUP_ID] = defaultGroup
return config
}
func SanitizeCommand(cmdStr string) ([]string, error) {
var cleanedLines []string
for _, line := range strings.Split(cmdStr, "\n") {
trimmed := strings.TrimSpace(line)
// Skip comment lines
if strings.HasPrefix(trimmed, "#") {
continue
}
// Handle trailing backslashes by replacing with space
if strings.HasSuffix(trimmed, "\\") {
cleanedLines = append(cleanedLines, strings.TrimSuffix(trimmed, "\\")+" ")
} else {
cleanedLines = append(cleanedLines, line)
}
}
// put it back together
cmdStr = strings.Join(cleanedLines, "\n")
// Split the command into arguments
var args []string
if runtime.GOOS == "windows" {
args = shlex.Windows.Split(cmdStr)
} else {
args = shlex.Posix.Split(cmdStr)
}
// Ensure the command is not empty
if len(args) == 0 {
return nil, fmt.Errorf("empty command")
}
return args, nil
}
func StripComments(cmdStr string) string {
var cleanedLines []string
for _, line := range strings.Split(cmdStr, "\n") {
trimmed := strings.TrimSpace(line)
// Skip comment lines
if strings.HasPrefix(trimmed, "#") {
continue
}
cleanedLines = append(cleanedLines, line)
}
return strings.Join(cleanedLines, "\n")
}
// validateMacro validates macro name and value constraints
func validateMacro(name string, value any) error {
if len(name) >= 64 {
return fmt.Errorf("macro name '%s' exceeds maximum length of 63 characters", name)
}
if !macroNameRegex.MatchString(name) {
return fmt.Errorf("macro name '%s' contains invalid characters, must match pattern ^[a-zA-Z0-9_-]+$", name)
}
// Validate that value is a scalar type
switch v := value.(type) {
case string:
if len(v) >= 1024 {
return fmt.Errorf("macro value for '%s' exceeds maximum length of 1024 characters", name)
}
// Check for self-reference
macroSlug := fmt.Sprintf("${%s}", name)
if strings.Contains(v, macroSlug) {
return fmt.Errorf("macro '%s' contains self-reference", name)
}
case int, int8, int16, int32, int64, uint, uint8, uint16, uint32, uint64, float32, float64, bool:
// These types are allowed
default:
return fmt.Errorf("macro '%s' has invalid type %T, must be a scalar type (string, int, float, or bool)", name, value)
}
switch name {
case "PORT", "MODEL_ID":
return fmt.Errorf("macro name '%s' is reserved", name)
}
return nil
}
// validateMetadataForUnknownMacros recursively checks for any remaining macro references in metadata
func validateMetadataForUnknownMacros(value any, modelId string) error {
switch v := value.(type) {
case string:
matches := macroPatternRegex.FindAllStringSubmatch(v, -1)
for _, match := range matches {
macroName := match[1]
return fmt.Errorf("model %s metadata: unknown macro '${%s}'", modelId, macroName)
}
return nil
case map[string]any:
for _, val := range v {
if err := validateMetadataForUnknownMacros(val, modelId); err != nil {
return err
}
}
return nil
case []any:
for _, val := range v {
if err := validateMetadataForUnknownMacros(val, modelId); err != nil {
return err
}
}
return nil
default:
// Scalar types don't contain macros
return nil
}
}
// substituteMacroInValue recursively substitutes a single macro in a value structure
// This is called once per macro, allowing LIFO substitution order
func substituteMacroInValue(value any, macroName string, macroValue any) (any, error) {
macroSlug := fmt.Sprintf("${%s}", macroName)
macroStr := fmt.Sprintf("%v", macroValue)
switch v := value.(type) {
case string:
// Check if this is a direct macro substitution
if v == macroSlug {
return macroValue, nil
}
// Handle string interpolation
if strings.Contains(v, macroSlug) {
return strings.ReplaceAll(v, macroSlug, macroStr), nil
}
return v, nil
case map[string]any:
// Recursively process map values
newMap := make(map[string]any)
for key, val := range v {
newVal, err := substituteMacroInValue(val, macroName, macroValue)
if err != nil {
return nil, err
}
newMap[key] = newVal
}
return newMap, nil
case []any:
// Recursively process slice elements
newSlice := make([]any, len(v))
for i, val := range v {
newVal, err := substituteMacroInValue(val, macroName, macroValue)
if err != nil {
return nil, err
}
newSlice[i] = newVal
}
return newSlice, nil
default:
// Return scalar types as-is
return value, nil
}
}
+242
View File
@@ -0,0 +1,242 @@
//go:build !windows
package config
import (
"os"
"path/filepath"
"strings"
"testing"
"github.com/stretchr/testify/assert"
)
func TestConfig_SanitizeCommand(t *testing.T) {
// Test a command with spaces and newlines
args, err := SanitizeCommand(`python model1.py \
-a "double quotes" \
--arg2 'single quotes'
-s
# comment 1
--arg3 123 \
# comment 2
--arg4 '"string in string"'
# this will get stripped out as well as the white space above
-c "'single quoted'"
`)
assert.NoError(t, err)
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("")
assert.Error(t, err)
assert.Nil(t, args)
}
// Test the default values are automatically set for global, model and group configurations
// after loading the configuration
func TestConfig_DefaultValuesPosix(t *testing.T) {
content := `
models:
model1:
cmd: path/to/cmd --port ${PORT}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, 120, config.HealthCheckTimeout)
assert.Equal(t, 5800, config.StartPort)
assert.Equal(t, "info", config.LogLevel)
// Test default group exists
defaultGroup, exists := config.Groups["(default)"]
assert.True(t, exists, "default group should exist")
if assert.NotNil(t, defaultGroup, "default group should not be nil") {
assert.Equal(t, true, defaultGroup.Swap)
assert.Equal(t, true, defaultGroup.Exclusive)
assert.Equal(t, false, defaultGroup.Persistent)
assert.Equal(t, []string{"model1"}, defaultGroup.Members)
}
model1, exists := config.Models["model1"]
assert.True(t, exists, "model1 should exist")
if assert.NotNil(t, model1, "model1 should not be nil") {
assert.Equal(t, "path/to/cmd --port 5800", model1.Cmd) // has the port replaced
assert.Equal(t, "", model1.CmdStop)
assert.Equal(t, "http://localhost:5800", model1.Proxy)
assert.Equal(t, "/health", model1.CheckEndpoint)
assert.Equal(t, []string{}, model1.Aliases)
assert.Equal(t, []string{}, model1.Env)
assert.Equal(t, 0, model1.UnloadAfter)
assert.Equal(t, false, model1.Unlisted)
assert.Equal(t, "", model1.UseModelName)
assert.Equal(t, 0, model1.ConcurrencyLimit)
}
// default empty filter exists
assert.Equal(t, "", model1.Filters.StripParams)
}
func TestConfig_LoadPosix(t *testing.T) {
// Create a temporary YAML file for testing
tempDir, err := os.MkdirTemp("", "test-config")
if err != nil {
t.Fatalf("Failed to create temporary directory: %v", err)
}
defer os.RemoveAll(tempDir)
tempFile := filepath.Join(tempDir, "config.yaml")
content := `
macros:
svr-path: "path/to/server"
hooks:
on_startup:
preload: ["model1", "model2"]
models:
model1:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8080"
name: "Model 1"
description: "This is model 1"
aliases:
- "m1"
- "model-one"
env:
- "VAR1=value1"
- "VAR2=value2"
checkEndpoint: "/health"
model2:
cmd: ${svr-path} --arg1 one
proxy: "http://localhost:8081"
aliases:
- "m2"
checkEndpoint: "/"
model3:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8081"
aliases:
- "mthree"
checkEndpoint: "/"
model4:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8082"
checkEndpoint: "/"
healthCheckTimeout: 15
profiles:
test:
- model1
- model2
groups:
group1:
swap: true
exclusive: false
members: ["model2"]
forever:
exclusive: false
persistent: true
members:
- "model4"
`
if err := os.WriteFile(tempFile, []byte(content), 0644); err != nil {
t.Fatalf("Failed to write temporary file: %v", err)
}
// Load the config and verify
config, err := LoadConfig(tempFile)
if err != nil {
t.Fatalf("Failed to load config: %v", err)
}
expected := Config{
LogLevel: "info",
StartPort: 5800,
Macros: MacroList{
{"svr-path", "path/to/server"},
},
Hooks: HooksConfig{
OnStartup: HookOnStartup{
Preload: []string{"model1", "model2"},
},
},
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",
},
"model2": {
Cmd: "path/to/server --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
},
"model3": {
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
},
"model4": {
Cmd: "path/to/cmd --arg1 one",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
},
},
HealthCheckTimeout: 15,
MetricsMaxInMemory: 1000,
Profiles: map[string][]string{
"test": {"model1", "model2"},
},
aliases: map[string]string{
"m1": "model1",
"model-one": "model1",
"m2": "model2",
"mthree": "model3",
},
Groups: map[string]GroupConfig{
DEFAULT_GROUP_ID: {
Swap: true,
Exclusive: true,
Members: []string{"model1", "model3"},
},
"group1": {
Swap: true,
Exclusive: false,
Members: []string{"model2"},
},
"forever": {
Swap: true,
Exclusive: false,
Persistent: true,
Members: []string{"model4"},
},
},
}
assert.Equal(t, expected, config)
realname, found := config.RealModelName("m1")
assert.True(t, found)
assert.Equal(t, "model1", realname)
}
+763
View File
@@ -0,0 +1,763 @@
package config
import (
"slices"
"strings"
"testing"
"github.com/stretchr/testify/assert"
)
func TestConfig_GroupMemberIsUnique(t *testing.T) {
content := `
models:
model1:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8080"
model2:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8081"
checkEndpoint: "/"
model3:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8081"
checkEndpoint: "/"
healthCheckTimeout: 15
groups:
group1:
swap: true
exclusive: false
members: ["model2"]
group2:
swap: true
exclusive: false
members: ["model2"]
`
// Load the config and verify
_, err := LoadConfigFromReader(strings.NewReader(content))
// a Contains as order of the map is not guaranteed
assert.Contains(t, err.Error(), "model member model2 is used in multiple groups:")
}
func TestConfig_ModelAliasesAreUnique(t *testing.T) {
content := `
models:
model1:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8080"
aliases:
- m1
model2:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8081"
checkEndpoint: "/"
aliases:
- m1
- m2
`
// Load the config and verify
_, err := LoadConfigFromReader(strings.NewReader(content))
// this is a contains because it could be `model1` or `model2` depending on the order
// go decided on the order of the map
assert.Contains(t, err.Error(), "duplicate alias m1 found in model: model")
}
func TestConfig_FindConfig(t *testing.T) {
// TODO?
// make make this shared between the different tests
config := &Config{
Models: map[string]ModelConfig{
"model1": {
Cmd: "python model1.py",
Proxy: "http://localhost:8080",
Aliases: []string{"m1", "model-one"},
Env: []string{"VAR1=value1", "VAR2=value2"},
CheckEndpoint: "/health",
},
"model2": {
Cmd: "python model2.py",
Proxy: "http://localhost:8081",
Aliases: []string{"m2", "model-two"},
Env: []string{"VAR3=value3", "VAR4=value4"},
CheckEndpoint: "/status",
},
},
HealthCheckTimeout: 10,
aliases: map[string]string{
"m1": "model1",
"model-one": "model1",
"m2": "model2",
},
}
// Test finding a model by its name
modelConfig, modelId, found := config.FindConfig("model1")
assert.True(t, found)
assert.Equal(t, "model1", modelId)
assert.Equal(t, config.Models["model1"], modelConfig)
// Test finding a model by its alias
modelConfig, modelId, found = config.FindConfig("m1")
assert.True(t, found)
assert.Equal(t, "model1", modelId)
assert.Equal(t, config.Models["model1"], modelConfig)
// Test finding a model that does not exist
modelConfig, modelId, found = config.FindConfig("model3")
assert.False(t, found)
assert.Equal(t, "", modelId)
assert.Equal(t, ModelConfig{}, modelConfig)
}
func TestConfig_AutomaticPortAssignments(t *testing.T) {
t.Run("Default Port Ranges", func(t *testing.T) {
content := ``
config, err := LoadConfigFromReader(strings.NewReader(content))
if !assert.NoError(t, err) {
t.Fatalf("Failed to load config: %v", err)
}
assert.Equal(t, 5800, config.StartPort)
})
t.Run("User specific port ranges", func(t *testing.T) {
content := `startPort: 1000`
config, err := LoadConfigFromReader(strings.NewReader(content))
if !assert.NoError(t, err) {
t.Fatalf("Failed to load config: %v", err)
}
assert.Equal(t, 1000, config.StartPort)
})
t.Run("Invalid start port", func(t *testing.T) {
content := `startPort: abcd`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.NotNil(t, err)
})
t.Run("start port must be greater than 1", func(t *testing.T) {
content := `startPort: -99`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.NotNil(t, err)
})
t.Run("Automatic port assignments", func(t *testing.T) {
content := `
startPort: 5800
models:
model1:
cmd: svr --port ${PORT}
model2:
cmd: svr --port ${PORT}
proxy: "http://172.11.22.33:${PORT}"
model3:
cmd: svr --port 1999
proxy: "http://1.2.3.4:1999"
`
config, err := LoadConfigFromReader(strings.NewReader(content))
if !assert.NoError(t, err) {
t.Fatalf("Failed to load config: %v", err)
}
assert.Equal(t, 5800, config.StartPort)
assert.Equal(t, "svr --port 5800", config.Models["model1"].Cmd)
assert.Equal(t, "http://localhost:5800", config.Models["model1"].Proxy)
assert.Equal(t, "svr --port 5801", config.Models["model2"].Cmd)
assert.Equal(t, "http://172.11.22.33:5801", config.Models["model2"].Proxy)
assert.Equal(t, "svr --port 1999", config.Models["model3"].Cmd)
assert.Equal(t, "http://1.2.3.4:1999", config.Models["model3"].Proxy)
})
t.Run("Proxy value required if no ${PORT} in cmd", func(t *testing.T) {
content := `
models:
model1:
cmd: svr --port 111
`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.Equal(t, "model model1: proxy uses ${PORT} but cmd does not - ${PORT} is only available when used in cmd", err.Error())
})
}
func TestConfig_MacroReplacement(t *testing.T) {
content := `
startPort: 9990
macros:
svr-path: "path/to/server"
argOne: "--arg1"
argTwo: "--arg2"
autoPort: "--port ${PORT}"
overriddenByModelMacro: failed
models:
model1:
macros:
overriddenByModelMacro: success
cmd: |
${svr-path} ${argTwo}
# the automatic ${PORT} is replaced
${autoPort}
${argOne}
--arg3 three
--overridden ${overriddenByModelMacro}
cmdStop: |
/path/to/stop.sh --port ${PORT} ${argTwo}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
if !assert.NoError(t, err) {
t.FailNow()
}
sanitizedCmd, err := SanitizeCommand(config.Models["model1"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "path/to/server --arg2 --port 9990 --arg1 --arg3 three --overridden success", 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_MacroReservedNames(t *testing.T) {
tests := []struct {
name string
config string
expectedError string
}{
{
name: "global macro named PORT",
config: `
macros:
PORT: "1111"
`,
expectedError: "macro name 'PORT' is reserved",
},
{
name: "global macro named MODEL_ID",
config: `
macros:
MODEL_ID: model1
`,
expectedError: "macro name 'MODEL_ID' is reserved",
},
{
name: "model macro named PORT",
config: `
models:
model1:
macros:
PORT: 1111
`,
expectedError: "model model1: macro name 'PORT' is reserved",
},
{
name: "model macro named MODEL_ID",
config: `
models:
model1:
macros:
MODEL_ID: model1
`,
expectedError: "model model1: macro name 'MODEL_ID' is reserved",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := LoadConfigFromReader(strings.NewReader(tt.config))
assert.NotNil(t, err)
assert.Equal(t, tt.expectedError, err.Error())
})
}
}
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 ${PORT}"
proxy: "http://${unknownMacro}:${PORT}"
`,
},
{
name: "unknown macro in checkEndpoint",
field: "checkEndpoint",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: "${svr-path} --port ${PORT}"
checkEndpoint: "http://localhost:${unknownMacro}/health"
`,
},
{
name: "unknown macro in filters.stripParams",
field: "filters.stripParams",
content: `
startPort: 9990
macros:
svr-path: "path/to/server"
models:
model1:
cmd: "${svr-path} --port ${PORT}"
filters:
stripParams: "model,${unknownMacro}"
`,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := LoadConfigFromReader(strings.NewReader(tt.content))
if assert.Error(t, err) {
assert.Contains(t, err.Error(), "unknown macro '${unknownMacro}' found in model1."+tt.field)
}
//t.Log(err)
})
}
}
func TestStripComments(t *testing.T) {
tests := []struct {
name string
input string
expected string
}{
{
name: "no comments",
input: "echo hello\necho world",
expected: "echo hello\necho world",
},
{
name: "single comment line",
input: "# this is a comment\necho hello",
expected: "echo hello",
},
{
name: "multiple comment lines",
input: "# comment 1\necho hello\n# comment 2\necho world",
expected: "echo hello\necho world",
},
{
name: "comment with spaces",
input: " # indented comment\necho hello",
expected: "echo hello",
},
{
name: "empty lines preserved",
input: "echo hello\n\necho world",
expected: "echo hello\n\necho world",
},
{
name: "only comments",
input: "# comment 1\n# comment 2",
expected: "",
},
{
name: "empty string",
input: "",
expected: "",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
result := StripComments(tt.input)
if result != tt.expected {
t.Errorf("StripComments() = %q, expected %q", result, tt.expected)
}
})
}
}
func TestConfig_MacroInCommentStrippedBeforeExpansion(t *testing.T) {
// Test case that reproduces the original bug where a macro in a comment
// would get expanded and cause the comment text to be included in the command
content := `
startPort: 9990
macros:
"latest-llama": >
/user/llama.cpp/build/bin/llama-server
--port ${PORT}
models:
"test-model":
cmd: |
# ${latest-llama} is a macro that is defined above
${latest-llama}
--model /path/to/model.gguf
-ngl 99
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
// Get the sanitized command
sanitizedCmd, err := SanitizeCommand(config.Models["test-model"].Cmd)
assert.NoError(t, err)
// Join the command for easier inspection
cmdStr := strings.Join(sanitizedCmd, " ")
// Verify that comment text is NOT present in the final command as separate arguments
commentWords := []string{"is", "macro", "that", "defined", "above"}
for _, word := range commentWords {
found := slices.Contains(sanitizedCmd, word)
assert.False(t, found, "Comment text '%s' should not be present as a separate argument in final command", word)
}
// Verify that the actual command components ARE present
expectedParts := []string{
"/user/llama.cpp/build/bin/llama-server",
"--port",
"9990",
"--model",
"/path/to/model.gguf",
"-ngl",
"99",
}
for _, part := range expectedParts {
assert.Contains(t, cmdStr, part, "Expected command part '%s' not found in final command", part)
}
// Verify the server path appears exactly once (not duplicated due to macro expansion)
serverPath := "/user/llama.cpp/build/bin/llama-server"
count := strings.Count(cmdStr, serverPath)
assert.Equal(t, 1, count, "Expected exactly 1 occurrence of server path, found %d", count)
// Verify the expected final command structure
expectedCmd := "/user/llama.cpp/build/bin/llama-server --port 9990 --model /path/to/model.gguf -ngl 99"
assert.Equal(t, expectedCmd, cmdStr, "Final command does not match expected structure")
}
func TestConfig_MacroModelId(t *testing.T) {
content := `
startPort: 9000
macros:
"docker-llama": docker run --name ${MODEL_ID} -p ${PORT}:8080 docker_img
"docker-stop": docker stop ${MODEL_ID}
models:
model1:
cmd: /path/to/server -p ${PORT} -hf ${MODEL_ID}
model2:
cmd: ${docker-llama}
cmdStop: ${docker-stop}
author/model:F16:
cmd: /path/to/server -p ${PORT} -hf ${MODEL_ID}
cmdStop: stop
`
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 -p 9001 -hf model1", strings.Join(sanitizedCmd, " "))
dockerStopMacro, found := config.Macros.Get("docker-stop")
assert.True(t, found)
assert.Equal(t, "docker stop ${MODEL_ID}", dockerStopMacro)
sanitizedCmd2, err := SanitizeCommand(config.Models["model2"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "docker run --name model2 -p 9002:8080 docker_img", strings.Join(sanitizedCmd2, " "))
sanitizedCmdStop, err := SanitizeCommand(config.Models["model2"].CmdStop)
assert.NoError(t, err)
assert.Equal(t, "docker stop model2", strings.Join(sanitizedCmdStop, " "))
sanitizedCmd3, err := SanitizeCommand(config.Models["author/model:F16"].Cmd)
assert.NoError(t, err)
assert.Equal(t, "/path/to/server -p 9000 -hf author/model:F16", strings.Join(sanitizedCmd3, " "))
}
func TestConfig_TypedMacrosInMetadata(t *testing.T) {
content := `
startPort: 10000
macros:
PORT_NUM: 10001
TEMP: 0.7
ENABLED: true
NAME: "llama model"
CTX: 16384
models:
test-model:
cmd: /path/to/server -p ${PORT}
metadata:
port: ${PORT_NUM}
temperature: ${TEMP}
enabled: ${ENABLED}
model_name: ${NAME}
context: ${CTX}
note: "Running on port ${PORT_NUM} with temp ${TEMP} and context ${CTX}"
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
meta := config.Models["test-model"].Metadata
assert.NotNil(t, meta)
// Verify direct substitution preserves types
assert.Equal(t, 10001, meta["port"])
assert.Equal(t, 0.7, meta["temperature"])
assert.Equal(t, true, meta["enabled"])
assert.Equal(t, "llama model", meta["model_name"])
assert.Equal(t, 16384, meta["context"])
// Verify string interpolation converts to string
assert.Equal(t, "Running on port 10001 with temp 0.7 and context 16384", meta["note"])
}
func TestConfig_NestedStructuresInMetadata(t *testing.T) {
content := `
startPort: 10000
macros:
TEMP: 0.7
models:
test-model:
cmd: /path/to/server -p ${PORT}
metadata:
config:
port: ${PORT}
temperature: ${TEMP}
tags: ["model:${MODEL_ID}", "port:${PORT}"]
nested:
deep:
value: ${TEMP}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
meta := config.Models["test-model"].Metadata
assert.NotNil(t, meta)
// Verify nested objects
configMap := meta["config"].(map[string]any)
assert.Equal(t, 10000, configMap["port"])
assert.Equal(t, 0.7, configMap["temperature"])
// Verify arrays
tags := meta["tags"].([]any)
assert.Equal(t, "model:test-model", tags[0])
assert.Equal(t, "port:10000", tags[1])
// Verify deeply nested structures
nested := meta["nested"].(map[string]any)
deep := nested["deep"].(map[string]any)
assert.Equal(t, 0.7, deep["value"])
}
func TestConfig_ModelLevelMacroPrecedenceInMetadata(t *testing.T) {
content := `
startPort: 10000
macros:
TEMP: 0.5
GLOBAL_VAL: "global"
models:
test-model:
cmd: /path/to/server -p ${PORT}
macros:
TEMP: 0.9
LOCAL_VAL: "local"
metadata:
temperature: ${TEMP}
global: ${GLOBAL_VAL}
local: ${LOCAL_VAL}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
meta := config.Models["test-model"].Metadata
assert.NotNil(t, meta)
// Model-level macro should override global
assert.Equal(t, 0.9, meta["temperature"])
// Global macro should be accessible
assert.Equal(t, "global", meta["global"])
// Model-level macro should be accessible
assert.Equal(t, "local", meta["local"])
}
func TestConfig_UnknownMacroInMetadata(t *testing.T) {
content := `
startPort: 10000
models:
test-model:
cmd: /path/to/server -p ${PORT}
metadata:
value: ${UNKNOWN_MACRO}
`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.Error(t, err)
assert.Contains(t, err.Error(), "test-model")
assert.Contains(t, err.Error(), "UNKNOWN_MACRO")
}
func TestConfig_InvalidMacroType(t *testing.T) {
content := `
startPort: 10000
macros:
INVALID:
nested: value
models:
test-model:
cmd: /path/to/server -p ${PORT}
`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.Error(t, err)
assert.Contains(t, err.Error(), "INVALID")
assert.Contains(t, err.Error(), "must be a scalar type")
}
func TestConfig_MacroTypeValidation(t *testing.T) {
tests := []struct {
name string
yaml string
shouldErr bool
}{
{
name: "string macro",
yaml: `
startPort: 10000
macros:
STR: "test"
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: false,
},
{
name: "int macro",
yaml: `
startPort: 10000
macros:
NUM: 42
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: false,
},
{
name: "float macro",
yaml: `
startPort: 10000
macros:
FLOAT: 3.14
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: false,
},
{
name: "bool macro",
yaml: `
startPort: 10000
macros:
BOOL: true
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: false,
},
{
name: "array macro (invalid)",
yaml: `
startPort: 10000
macros:
ARR: [1, 2, 3]
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: true,
},
{
name: "map macro (invalid)",
yaml: `
startPort: 10000
macros:
MAP:
key: value
models:
test-model:
cmd: /path/to/server -p ${PORT}
`,
shouldErr: true,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := LoadConfigFromReader(strings.NewReader(tt.yaml))
if tt.shouldErr {
assert.Error(t, err)
} else {
assert.NoError(t, err)
}
})
}
}
+231
View File
@@ -0,0 +1,231 @@
//go:build windows
package config
import (
"os"
"path/filepath"
"strings"
"testing"
"github.com/stretchr/testify/assert"
)
func TestConfig_SanitizeCommand(t *testing.T) {
// does not support single quoted strings like in config_posix_test.go
args, err := SanitizeCommand(`python model1.py \
-a "double quotes" \
-s
--arg3 123 \
# comment 2
--arg4 '"string in string"'
# this will get stripped out as well as the white space above
-c "'single quoted'"
`)
assert.NoError(t, err)
assert.Equal(t, []string{
"python", "model1.py",
"-a", "double quotes",
"-s",
"--arg3", "123",
"--arg4", "'string in string'", // this is a little weird but the lexer says so...?
"-c", `'single quoted'`,
}, args)
// Test an empty command
args, err = SanitizeCommand("")
assert.Error(t, err)
assert.Nil(t, args)
}
func TestConfig_DefaultValuesWindows(t *testing.T) {
content := `
models:
model1:
cmd: path/to/cmd --port ${PORT}
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, 120, config.HealthCheckTimeout)
assert.Equal(t, 5800, config.StartPort)
assert.Equal(t, "info", config.LogLevel)
// Test default group exists
defaultGroup, exists := config.Groups["(default)"]
assert.True(t, exists, "default group should exist")
if assert.NotNil(t, defaultGroup, "default group should not be nil") {
assert.Equal(t, true, defaultGroup.Swap)
assert.Equal(t, true, defaultGroup.Exclusive)
assert.Equal(t, false, defaultGroup.Persistent)
assert.Equal(t, []string{"model1"}, defaultGroup.Members)
}
model1, exists := config.Models["model1"]
assert.True(t, exists, "model1 should exist")
if assert.NotNil(t, model1, "model1 should not be nil") {
assert.Equal(t, "path/to/cmd --port 5800", model1.Cmd) // has the port replaced
assert.Equal(t, "taskkill /f /t /pid ${PID}", model1.CmdStop)
assert.Equal(t, "http://localhost:5800", model1.Proxy)
assert.Equal(t, "/health", model1.CheckEndpoint)
assert.Equal(t, []string{}, model1.Aliases)
assert.Equal(t, []string{}, model1.Env)
assert.Equal(t, 0, model1.UnloadAfter)
assert.Equal(t, false, model1.Unlisted)
assert.Equal(t, "", model1.UseModelName)
assert.Equal(t, 0, model1.ConcurrencyLimit)
}
// default empty filter exists
assert.Equal(t, "", model1.Filters.StripParams)
}
func TestConfig_LoadWindows(t *testing.T) {
// Create a temporary YAML file for testing
tempDir, err := os.MkdirTemp("", "test-config")
if err != nil {
t.Fatalf("Failed to create temporary directory: %v", err)
}
defer os.RemoveAll(tempDir)
tempFile := filepath.Join(tempDir, "config.yaml")
content := `
macros:
svr-path: "path/to/server"
models:
model1:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8080"
aliases:
- "m1"
- "model-one"
env:
- "VAR1=value1"
- "VAR2=value2"
checkEndpoint: "/health"
model2:
cmd: ${svr-path} --arg1 one
proxy: "http://localhost:8081"
aliases:
- "m2"
checkEndpoint: "/"
model3:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8081"
aliases:
- "mthree"
checkEndpoint: "/"
model4:
cmd: path/to/cmd --arg1 one
proxy: "http://localhost:8082"
checkEndpoint: "/"
healthCheckTimeout: 15
profiles:
test:
- model1
- model2
groups:
group1:
swap: true
exclusive: false
members: ["model2"]
forever:
exclusive: false
persistent: true
members:
- "model4"
`
if err := os.WriteFile(tempFile, []byte(content), 0644); err != nil {
t.Fatalf("Failed to write temporary file: %v", err)
}
// Load the config and verify
config, err := LoadConfig(tempFile)
if err != nil {
t.Fatalf("Failed to load config: %v", err)
}
expected := Config{
LogLevel: "info",
StartPort: 5800,
Macros: MacroList{
{"svr-path", "path/to/server"},
},
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",
},
"model2": {
Cmd: "path/to/server --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"m2"},
Env: []string{},
CheckEndpoint: "/",
},
"model3": {
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8081",
Aliases: []string{"mthree"},
Env: []string{},
CheckEndpoint: "/",
},
"model4": {
Cmd: "path/to/cmd --arg1 one",
CmdStop: "taskkill /f /t /pid ${PID}",
Proxy: "http://localhost:8082",
CheckEndpoint: "/",
Aliases: []string{},
Env: []string{},
},
},
HealthCheckTimeout: 15,
MetricsMaxInMemory: 1000,
Profiles: map[string][]string{
"test": {"model1", "model2"},
},
aliases: map[string]string{
"m1": "model1",
"model-one": "model1",
"m2": "model2",
"mthree": "model3",
},
Groups: map[string]GroupConfig{
DEFAULT_GROUP_ID: {
Swap: true,
Exclusive: true,
Members: []string{"model1", "model3"},
},
"group1": {
Swap: true,
Exclusive: false,
Members: []string{"model2"},
},
"forever": {
Swap: true,
Exclusive: false,
Persistent: true,
Members: []string{"model4"},
},
},
}
assert.Equal(t, expected, config)
realname, found := config.RealModelName("m1")
assert.True(t, found)
assert.Equal(t, "model1", realname)
}
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package config
import (
"strings"
"testing"
"github.com/stretchr/testify/assert"
)
// Test macro-in-macro basic substitution
func TestConfig_MacroInMacroBasic(t *testing.T) {
content := `
startPort: 10000
macros:
"A": "value-A"
"B": "prefix-${A}-suffix"
models:
test:
cmd: echo ${B}
proxy: http://localhost:8080
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, "echo prefix-value-A-suffix", config.Models["test"].Cmd)
}
// Test LIFO substitution order with 3+ macro levels
func TestConfig_MacroInMacroLIFOOrder(t *testing.T) {
content := `
startPort: 10000
macros:
"base": "/models"
"path": "${base}/llama"
"full": "${path}/model.gguf"
models:
test:
cmd: load ${full}
proxy: http://localhost:8080
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, "load /models/llama/model.gguf", config.Models["test"].Cmd)
}
// Test MODEL_ID in global macro used by model
func TestConfig_ModelIdInGlobalMacro(t *testing.T) {
content := `
startPort: 10000
macros:
"podman-llama": "podman run --name ${MODEL_ID} ghcr.io/ggml-org/llama.cpp:server-cuda"
models:
my-model:
cmd: ${podman-llama} -m model.gguf
proxy: http://localhost:8080
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, "podman run --name my-model ghcr.io/ggml-org/llama.cpp:server-cuda -m model.gguf", config.Models["my-model"].Cmd)
}
// Test model macro overrides global macro in substitution
func TestConfig_ModelMacroOverridesGlobal(t *testing.T) {
content := `
startPort: 10000
macros:
"tag": "global"
"msg": "value-${tag}"
models:
test:
macros:
"tag": "model-level"
cmd: echo ${msg}
proxy: http://localhost:8080
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
assert.Equal(t, "echo value-model-level", config.Models["test"].Cmd)
}
// Test self-reference detection error
func TestConfig_SelfReferenceDetection(t *testing.T) {
content := `
startPort: 10000
macros:
"recursive": "value-${recursive}"
models:
test:
cmd: echo ${recursive}
proxy: http://localhost:8080
`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.Error(t, err)
assert.Contains(t, err.Error(), "recursive")
assert.Contains(t, err.Error(), "self-reference")
}
// Test undefined macro reference error
func TestConfig_UndefinedMacroReference(t *testing.T) {
content := `
startPort: 10000
macros:
"A": "value-${UNDEFINED}"
models:
test:
cmd: echo ${A}
proxy: http://localhost:8080
`
_, err := LoadConfigFromReader(strings.NewReader(content))
assert.Error(t, err)
assert.Contains(t, err.Error(), "UNDEFINED")
}
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package config
import (
"errors"
"runtime"
"slices"
"strings"
)
type ModelConfig struct {
Cmd string `yaml:"cmd"`
CmdStop string `yaml:"cmdStop"`
Proxy string `yaml:"proxy"`
Aliases []string `yaml:"aliases"`
Env []string `yaml:"env"`
CheckEndpoint string `yaml:"checkEndpoint"`
UnloadAfter int `yaml:"ttl"`
Unlisted bool `yaml:"unlisted"`
UseModelName string `yaml:"useModelName"`
// #179 for /v1/models
Name string `yaml:"name"`
Description string `yaml:"description"`
// Limit concurrency of HTTP requests to process
ConcurrencyLimit int `yaml:"concurrencyLimit"`
// Model filters see issue #174
Filters ModelFilters `yaml:"filters"`
// Macros: see #264
// Model level macros take precedence over the global macros
Macros MacroList `yaml:"macros"`
// Metadata: see #264
// Arbitrary metadata that can be exposed through the API
Metadata map[string]any `yaml:"metadata"`
}
func (m *ModelConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
type rawModelConfig ModelConfig
defaults := rawModelConfig{
Cmd: "",
CmdStop: "",
Proxy: "http://localhost:${PORT}",
Aliases: []string{},
Env: []string{},
CheckEndpoint: "/health",
UnloadAfter: 0,
Unlisted: false,
UseModelName: "",
ConcurrencyLimit: 0,
Name: "",
Description: "",
}
// the default cmdStop to taskkill /f /t /pid ${PID}
if runtime.GOOS == "windows" {
defaults.CmdStop = "taskkill /f /t /pid ${PID}"
}
if err := unmarshal(&defaults); err != nil {
return err
}
*m = ModelConfig(defaults)
return nil
}
func (m *ModelConfig) SanitizedCommand() ([]string, error) {
return SanitizeCommand(m.Cmd)
}
// ModelFilters see issue #174
type ModelFilters struct {
StripParams string `yaml:"stripParams"`
}
func (m *ModelFilters) UnmarshalYAML(unmarshal func(interface{}) error) error {
type rawModelFilters ModelFilters
defaults := rawModelFilters{
StripParams: "",
}
if err := unmarshal(&defaults); err != nil {
return err
}
// Try to unmarshal with the old field name for backwards compatibility
if defaults.StripParams == "" {
var legacy struct {
StripParams string `yaml:"strip_params"`
}
if legacyErr := unmarshal(&legacy); legacyErr != nil {
return errors.New("failed to unmarshal legacy filters.strip_params: " + legacyErr.Error())
}
defaults.StripParams = legacy.StripParams
}
*m = ModelFilters(defaults)
return nil
}
func (f ModelFilters) SanitizedStripParams() ([]string, error) {
if f.StripParams == "" {
return nil, nil
}
params := strings.Split(f.StripParams, ",")
cleaned := make([]string, 0, len(params))
seen := make(map[string]bool)
for _, param := range params {
trimmed := strings.TrimSpace(param)
if trimmed == "model" || trimmed == "" || seen[trimmed] {
continue
}
seen[trimmed] = true
cleaned = append(cleaned, trimmed)
}
// sort cleaned
slices.Sort(cleaned)
return cleaned, nil
}
+54
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package config
import (
"fmt"
"strings"
"testing"
"github.com/stretchr/testify/assert"
)
func TestConfig_ModelConfigSanitizedCommand(t *testing.T) {
config := &ModelConfig{
Cmd: `python model1.py \
--arg1 value1 \
--arg2 value2`,
}
args, err := config.SanitizedCommand()
assert.NoError(t, err)
assert.Equal(t, []string{"python", "model1.py", "--arg1", "value1", "--arg2", "value2"}, args)
}
func TestConfig_ModelFilters(t *testing.T) {
content := `
macros:
default_strip: "temperature, top_p"
models:
model1:
cmd: path/to/cmd --port ${PORT}
filters:
# macros inserted and list is cleaned of duplicates and empty strings
stripParams: "model, top_k, top_k, temperature, ${default_strip}, , ,"
# check for strip_params (legacy field name) compatibility
legacy:
cmd: path/to/cmd --port ${PORT}
filters:
strip_params: "model, top_k, top_k, temperature, ${default_strip}, , ,"
`
config, err := LoadConfigFromReader(strings.NewReader(content))
assert.NoError(t, err)
for modelId, modelConfig := range config.Models {
t.Run(fmt.Sprintf("Testing macros in filters for model %s", modelId), func(t *testing.T) {
assert.Equal(t, "model, top_k, top_k, temperature, temperature, top_p, , ,", modelConfig.Filters.StripParams)
sanitized, err := modelConfig.Filters.SanitizedStripParams()
if assert.NoError(t, err) {
// model has been removed
// empty strings have been removed
// duplicates have been removed
assert.Equal(t, []string{"temperature", "top_k", "top_p"}, sanitized)
}
})
}
}
+27
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package proxy
import "net/http"
// Custom discard writer that implements http.ResponseWriter but just discards everything
type DiscardWriter struct {
header http.Header
status int
}
func (w *DiscardWriter) Header() http.Header {
if w.header == nil {
w.header = make(http.Header)
}
return w.header
}
func (w *DiscardWriter) Write(data []byte) (int, error) {
return len(data), nil
}
func (w *DiscardWriter) WriteHeader(code int) {
w.status = code
}
// Satisfy the http.Flusher interface for streaming responses
func (w *DiscardWriter) Flush() {}
+60
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package proxy
// package level registry of the different event types
const ProcessStateChangeEventID = 0x01
const ChatCompletionStatsEventID = 0x02
const ConfigFileChangedEventID = 0x03
const LogDataEventID = 0x04
const TokenMetricsEventID = 0x05
const ModelPreloadedEventID = 0x06
type ProcessStateChangeEvent struct {
ProcessName string
NewState ProcessState
OldState ProcessState
}
func (e ProcessStateChangeEvent) Type() uint32 {
return ProcessStateChangeEventID
}
type ChatCompletionStats struct {
TokensGenerated int
}
func (e ChatCompletionStats) Type() uint32 {
return ChatCompletionStatsEventID
}
type ReloadingState int
const (
ReloadingStateStart ReloadingState = iota
ReloadingStateEnd
)
type ConfigFileChangedEvent struct {
ReloadingState ReloadingState
}
func (e ConfigFileChangedEvent) Type() uint32 {
return ConfigFileChangedEventID
}
type LogDataEvent struct {
Data []byte
}
func (e LogDataEvent) Type() uint32 {
return LogDataEventID
}
type ModelPreloadedEvent struct {
ModelName string
Success bool
}
func (e ModelPreloadedEvent) Type() uint32 {
return ModelPreloadedEventID
}
+86
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@@ -0,0 +1,86 @@
package proxy
import (
"fmt"
"os"
"path/filepath"
"runtime"
"sync"
"testing"
"github.com/gin-gonic/gin"
"github.com/mostlygeek/llama-swap/proxy/config"
"gopkg.in/yaml.v3"
)
var (
nextTestPort int = 12000
portMutex sync.Mutex
testLogger = NewLogMonitorWriter(os.Stdout)
simpleResponderPath = getSimpleResponderPath()
)
// Check if the binary exists
func TestMain(m *testing.M) {
binaryPath := getSimpleResponderPath()
if _, err := os.Stat(binaryPath); os.IsNotExist(err) {
fmt.Printf("simple-responder not found at %s, did you `make simple-responder`?\n", binaryPath)
os.Exit(1)
}
gin.SetMode(gin.TestMode)
switch os.Getenv("LOG_LEVEL") {
case "debug":
testLogger.SetLogLevel(LevelDebug)
case "warn":
testLogger.SetLogLevel(LevelWarn)
case "info":
testLogger.SetLogLevel(LevelInfo)
default:
testLogger.SetLogLevel(LevelWarn)
}
m.Run()
}
// Helper function to get the binary path
func getSimpleResponderPath() string {
goos := runtime.GOOS
goarch := runtime.GOARCH
if goos == "windows" {
return filepath.Join("..", "build", "simple-responder.exe")
} else {
return filepath.Join("..", "build", fmt.Sprintf("simple-responder_%s_%s", goos, goarch))
}
}
func getTestPort() int {
portMutex.Lock()
defer portMutex.Unlock()
port := nextTestPort
nextTestPort++
return port
}
func getTestSimpleResponderConfig(expectedMessage string) config.ModelConfig {
return getTestSimpleResponderConfigPort(expectedMessage, getTestPort())
}
func getTestSimpleResponderConfigPort(expectedMessage string, port int) config.ModelConfig {
// Create a YAML string with just the values we want to set
yamlStr := fmt.Sprintf(`
cmd: '%s --port %d --silent --respond %s'
proxy: "http://127.0.0.1:%d"
`, simpleResponderPath, port, expectedMessage, port)
var cfg config.ModelConfig
if err := yaml.Unmarshal([]byte(yamlStr), &cfg); err != nil {
panic(fmt.Sprintf("failed to unmarshal test config: %v in [%s]", err, yamlStr))
}
return cfg
}
+169
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package proxy
import (
"container/ring"
"context"
"fmt"
"io"
"os"
"sync"
"github.com/mostlygeek/llama-swap/event"
)
type LogLevel int
const (
LevelDebug LogLevel = iota
LevelInfo
LevelWarn
LevelError
)
type LogMonitor struct {
eventbus *event.Dispatcher
mu sync.RWMutex
buffer *ring.Ring
bufferMu sync.RWMutex
// typically this can be os.Stdout
stdout io.Writer
// logging levels
level LogLevel
prefix string
}
func NewLogMonitor() *LogMonitor {
return NewLogMonitorWriter(os.Stdout)
}
func NewLogMonitorWriter(stdout io.Writer) *LogMonitor {
return &LogMonitor{
eventbus: event.NewDispatcherConfig(1000),
buffer: ring.New(10 * 1024), // keep 10KB of buffered logs
stdout: stdout,
level: LevelInfo,
prefix: "",
}
}
func (w *LogMonitor) Write(p []byte) (n int, err error) {
if len(p) == 0 {
return 0, nil
}
n, err = w.stdout.Write(p)
if err != nil {
return n, err
}
w.bufferMu.Lock()
bufferCopy := make([]byte, len(p))
copy(bufferCopy, p)
w.buffer.Value = bufferCopy
w.buffer = w.buffer.Next()
w.bufferMu.Unlock()
w.broadcast(bufferCopy)
return n, nil
}
func (w *LogMonitor) GetHistory() []byte {
w.bufferMu.RLock()
defer w.bufferMu.RUnlock()
var history []byte
w.buffer.Do(func(p any) {
if p != nil {
if content, ok := p.([]byte); ok {
history = append(history, content...)
}
}
})
return history
}
func (w *LogMonitor) OnLogData(callback func(data []byte)) context.CancelFunc {
return event.Subscribe(w.eventbus, func(e LogDataEvent) {
callback(e.Data)
})
}
func (w *LogMonitor) broadcast(msg []byte) {
event.Publish(w.eventbus, LogDataEvent{Data: msg})
}
func (w *LogMonitor) SetPrefix(prefix string) {
w.mu.Lock()
defer w.mu.Unlock()
w.prefix = prefix
}
func (w *LogMonitor) SetLogLevel(level LogLevel) {
w.mu.Lock()
defer w.mu.Unlock()
w.level = level
}
func (w *LogMonitor) formatMessage(level string, msg string) []byte {
prefix := ""
if w.prefix != "" {
prefix = fmt.Sprintf("[%s] ", w.prefix)
}
return []byte(fmt.Sprintf("%s[%s] %s\n", prefix, level, msg))
}
func (w *LogMonitor) log(level LogLevel, msg string) {
if level < w.level {
return
}
w.Write(w.formatMessage(level.String(), msg))
}
func (w *LogMonitor) Debug(msg string) {
w.log(LevelDebug, msg)
}
func (w *LogMonitor) Info(msg string) {
w.log(LevelInfo, msg)
}
func (w *LogMonitor) Warn(msg string) {
w.log(LevelWarn, msg)
}
func (w *LogMonitor) Error(msg string) {
w.log(LevelError, msg)
}
func (w *LogMonitor) Debugf(format string, args ...interface{}) {
w.log(LevelDebug, fmt.Sprintf(format, args...))
}
func (w *LogMonitor) Infof(format string, args ...interface{}) {
w.log(LevelInfo, fmt.Sprintf(format, args...))
}
func (w *LogMonitor) Warnf(format string, args ...interface{}) {
w.log(LevelWarn, fmt.Sprintf(format, args...))
}
func (w *LogMonitor) Errorf(format string, args ...interface{}) {
w.log(LevelError, fmt.Sprintf(format, args...))
}
func (l LogLevel) String() string {
switch l {
case LevelDebug:
return "DEBUG"
case LevelInfo:
return "INFO"
case LevelWarn:
return "WARN"
case LevelError:
return "ERROR"
default:
return "UNKNOWN"
}
}
+86
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@@ -0,0 +1,86 @@
package proxy
import (
"bytes"
"io"
"sync"
"testing"
)
func TestLogMonitor(t *testing.T) {
logMonitor := NewLogMonitorWriter(io.Discard)
// A WaitGroup is used to wait for all the expected writes to complete
var wg sync.WaitGroup
client1Messages := make([]byte, 0)
client2Messages := make([]byte, 0)
defer logMonitor.OnLogData(func(data []byte) {
client1Messages = append(client1Messages, data...)
wg.Done()
})()
defer logMonitor.OnLogData(func(data []byte) {
client2Messages = append(client2Messages, data...)
wg.Done()
})()
wg.Add(6) // 2 x 3 writes
logMonitor.Write([]byte("1"))
logMonitor.Write([]byte("2"))
logMonitor.Write([]byte("3"))
// wait for all writes to complete
wg.Wait()
// Check the buffer
expectedHistory := "123"
history := string(logMonitor.GetHistory())
if history != expectedHistory {
t.Errorf("Expected history: %s, got: %s", expectedHistory, history)
}
c1Data := string(client1Messages)
if c1Data != expectedHistory {
t.Errorf("Client1 expected %s, got: %s", expectedHistory, c1Data)
}
c2Data := string(client2Messages)
if c2Data != expectedHistory {
t.Errorf("Client2 expected %s, got: %s", expectedHistory, c2Data)
}
}
func TestWrite_ImmutableBuffer(t *testing.T) {
// Create a new LogMonitor instance
lm := NewLogMonitorWriter(io.Discard)
// Prepare a message to write
msg := []byte("Hello, World!")
lenmsg := len(msg)
// Write the message to the LogMonitor
n, err := lm.Write(msg)
if err != nil {
t.Fatalf("Write failed: %v", err)
}
if n != lenmsg {
t.Errorf("Expected %d bytes written but got %d", lenmsg, n)
}
// Change the original message
msg[0] = 'B' // This should not affect the buffer
// Get the history from the LogMonitor
history := lm.GetHistory()
// Check that the history contains the original message, not the modified one
expected := []byte("Hello, World!")
if !bytes.Equal(history, expected) {
t.Errorf("Expected history to be %q, got %q", expected, history)
}
}
-211
View File
@@ -1,211 +0,0 @@
package proxy
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
"os/exec"
"strings"
"sync"
"syscall"
"time"
)
type ProxyManager struct {
sync.Mutex
config *Config
currentCmd *exec.Cmd
currentConfig ModelConfig
}
func New(config *Config) *ProxyManager {
return &ProxyManager{config: config}
}
func (pm *ProxyManager) HandleFunc(w http.ResponseWriter, r *http.Request) {
// https://github.com/ggerganov/llama.cpp/blob/master/examples/server/README.md#api-endpoints
if r.URL.Path == "/v1/chat/completions" {
// extracts the `model` from json body
pm.proxyChatRequest(w, r)
} else {
pm.proxyRequest(w, r)
}
}
func (pm *ProxyManager) swapModel(requestedModel string) error {
pm.Lock()
defer pm.Unlock()
// find the model configuration matching requestedModel
modelConfig, found := pm.config.FindConfig(requestedModel)
if !found {
return fmt.Errorf("could not find configuration for %s", requestedModel)
}
// no need to swap llama.cpp instances
if pm.currentConfig.Cmd == modelConfig.Cmd {
return nil
}
// kill the current running one to swap it
if pm.currentCmd != nil {
pm.currentCmd.Process.Signal(syscall.SIGTERM)
// wait for it to end
pm.currentCmd.Process.Wait()
}
pm.currentConfig = modelConfig
args := strings.Fields(modelConfig.Cmd)
cmd := exec.Command(args[0], args[1:]...)
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
cmd.Env = modelConfig.Env
err := cmd.Start()
if err != nil {
return err
}
pm.currentCmd = cmd
if err := pm.checkHealthEndpoint(); err != nil {
return err
}
return nil
}
func (pm *ProxyManager) checkHealthEndpoint() error {
if pm.currentConfig.Proxy == "" {
return fmt.Errorf("no upstream available to check /health")
}
proxyTo := pm.currentConfig.Proxy
maxDuration := time.Second * time.Duration(pm.config.HealthCheckTimeout)
healthURL := proxyTo + "/health"
client := &http.Client{}
startTime := time.Now()
for {
req, err := http.NewRequest("GET", healthURL, nil)
if err != nil {
return err
}
ctx, cancel := context.WithTimeout(req.Context(), 250*time.Millisecond)
defer cancel()
req = req.WithContext(ctx)
resp, err := client.Do(req)
if err != nil {
if strings.Contains(err.Error(), "connection refused") {
// if TCP dial can't connect any HTTP response after 5 seconds
// exit quickly.
if time.Since(startTime) > 5*time.Second {
return fmt.Errorf("/healthy endpoint took more than 5 seconds to respond")
}
}
if time.Since(startTime) >= maxDuration {
return fmt.Errorf("failed to check /healthy from: %s", healthURL)
}
time.Sleep(time.Second)
continue
}
defer resp.Body.Close()
if resp.StatusCode == http.StatusOK {
return nil
}
if time.Since(startTime) >= maxDuration {
return fmt.Errorf("failed to check /healthy from: %s", healthURL)
}
time.Sleep(time.Second)
}
}
func (pm *ProxyManager) proxyChatRequest(w http.ResponseWriter, r *http.Request) {
bodyBytes, err := io.ReadAll(r.Body)
if err != nil {
http.Error(w, "Invalid JSON", http.StatusBadRequest)
return
}
var requestBody map[string]interface{}
if err := json.Unmarshal(bodyBytes, &requestBody); err != nil {
http.Error(w, "Invalid JSON", http.StatusBadRequest)
return
}
model, ok := requestBody["model"].(string)
if !ok {
http.Error(w, "Missing or invalid 'model' key", http.StatusBadRequest)
return
}
if err := pm.swapModel(model); err != nil {
http.Error(w, fmt.Sprintf("unable to swap to model: %s", err.Error()), http.StatusNotFound)
return
}
r.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
pm.proxyRequest(w, r)
}
func (pm *ProxyManager) proxyRequest(w http.ResponseWriter, r *http.Request) {
if pm.currentConfig.Proxy == "" {
http.Error(w, "No upstream proxy", http.StatusInternalServerError)
return
}
proxyTo := pm.currentConfig.Proxy
client := &http.Client{}
req, err := http.NewRequest(r.Method, proxyTo+r.URL.String(), r.Body)
if err != nil {
http.Error(w, err.Error(), http.StatusInternalServerError)
return
}
req.Header = r.Header
resp, err := client.Do(req)
if err != nil {
http.Error(w, err.Error(), http.StatusBadGateway)
return
}
defer resp.Body.Close()
for k, vv := range resp.Header {
for _, v := range vv {
w.Header().Add(k, v)
}
}
w.WriteHeader(resp.StatusCode)
// faster than io.Copy when streaming
buf := make([]byte, 32*1024)
for {
n, err := resp.Body.Read(buf)
if n > 0 {
if _, writeErr := w.Write(buf[:n]); writeErr != nil {
http.Error(w, writeErr.Error(), http.StatusInternalServerError)
return
}
if flusher, ok := w.(http.Flusher); ok {
flusher.Flush()
}
}
if err == io.EOF {
break
}
if err != nil {
http.Error(w, err.Error(), http.StatusBadGateway)
return
}
}
}
+184
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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()
}
+84
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@@ -0,0 +1,84 @@
package proxy
import (
"encoding/json"
"sync"
"time"
"github.com/mostlygeek/llama-swap/event"
"github.com/mostlygeek/llama-swap/proxy/config"
)
// TokenMetrics represents parsed token statistics from llama-server logs
type TokenMetrics struct {
ID int `json:"id"`
Timestamp time.Time `json:"timestamp"`
Model string `json:"model"`
CachedTokens int `json:"cache_tokens"`
InputTokens int `json:"input_tokens"`
OutputTokens int `json:"output_tokens"`
PromptPerSecond float64 `json:"prompt_per_second"`
TokensPerSecond float64 `json:"tokens_per_second"`
DurationMs int `json:"duration_ms"`
}
// TokenMetricsEvent represents a token metrics event
type TokenMetricsEvent struct {
Metrics TokenMetrics
}
func (e TokenMetricsEvent) Type() uint32 {
return TokenMetricsEventID // defined in events.go
}
// MetricsMonitor parses llama-server output for token statistics
type MetricsMonitor struct {
mu sync.RWMutex
metrics []TokenMetrics
maxMetrics int
nextID int
}
func NewMetricsMonitor(config *config.Config) *MetricsMonitor {
maxMetrics := config.MetricsMaxInMemory
if maxMetrics <= 0 {
maxMetrics = 1000 // Default fallback
}
mp := &MetricsMonitor{
maxMetrics: maxMetrics,
}
return mp
}
// addMetrics adds a new metric to the collection and publishes an event
func (mp *MetricsMonitor) addMetrics(metric TokenMetrics) {
mp.mu.Lock()
defer mp.mu.Unlock()
metric.ID = mp.nextID
mp.nextID++
mp.metrics = append(mp.metrics, metric)
if len(mp.metrics) > mp.maxMetrics {
mp.metrics = mp.metrics[len(mp.metrics)-mp.maxMetrics:]
}
event.Emit(TokenMetricsEvent{Metrics: metric})
}
// GetMetrics returns a copy of the current metrics
func (mp *MetricsMonitor) GetMetrics() []TokenMetrics {
mp.mu.RLock()
defer mp.mu.RUnlock()
result := make([]TokenMetrics, len(mp.metrics))
copy(result, mp.metrics)
return result
}
// GetMetricsJSON returns metrics as JSON
func (mp *MetricsMonitor) GetMetricsJSON() ([]byte, error) {
mp.mu.RLock()
defer mp.mu.RUnlock()
return json.Marshal(mp.metrics)
}
+590
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@@ -0,0 +1,590 @@
package proxy
import (
"context"
"errors"
"fmt"
"net"
"net/http"
"net/http/httputil"
"net/url"
"os/exec"
"strings"
"sync"
"sync/atomic"
"syscall"
"time"
"github.com/mostlygeek/llama-swap/event"
"github.com/mostlygeek/llama-swap/proxy/config"
)
type ProcessState string
const (
StateStopped ProcessState = ProcessState("stopped")
StateStarting ProcessState = ProcessState("starting")
StateReady ProcessState = ProcessState("ready")
StateStopping ProcessState = ProcessState("stopping")
// process is shutdown and will not be restarted
StateShutdown ProcessState = ProcessState("shutdown")
)
type StopStrategy int
const (
StopImmediately StopStrategy = iota
StopWaitForInflightRequest
)
type Process struct {
ID string
config config.ModelConfig
cmd *exec.Cmd
reverseProxy *httputil.ReverseProxy
// PR #155 called to cancel the upstream process
cmdMutex sync.RWMutex
cancelUpstream context.CancelFunc
// closed when command exits
cmdWaitChan chan struct{}
processLogger *LogMonitor
proxyLogger *LogMonitor
healthCheckTimeout int
healthCheckLoopInterval time.Duration
lastRequestHandledMutex sync.RWMutex
lastRequestHandled time.Time
stateMutex sync.RWMutex
state ProcessState
inFlightRequests sync.WaitGroup
inFlightRequestsCount atomic.Int32
// used to block on multiple start() calls
waitStarting sync.WaitGroup
// for managing concurrency limits
concurrencyLimitSemaphore chan struct{}
// used for testing to override the default value
gracefulStopTimeout time.Duration
// track the number of failed starts
failedStartCount int
}
func NewProcess(ID string, healthCheckTimeout int, config config.ModelConfig, processLogger *LogMonitor, proxyLogger *LogMonitor) *Process {
concurrentLimit := 10
if config.ConcurrencyLimit > 0 {
concurrentLimit = config.ConcurrencyLimit
}
// Setup the reverse proxy.
proxyURL, err := url.Parse(config.Proxy)
if err != nil {
proxyLogger.Errorf("<%s> invalid proxy URL %q: %v", ID, config.Proxy, err)
}
var reverseProxy *httputil.ReverseProxy
if proxyURL != nil {
reverseProxy = httputil.NewSingleHostReverseProxy(proxyURL)
reverseProxy.ModifyResponse = func(resp *http.Response) error {
// prevent nginx from buffering streaming responses (e.g., SSE)
if strings.Contains(strings.ToLower(resp.Header.Get("Content-Type")), "text/event-stream") {
resp.Header.Set("X-Accel-Buffering", "no")
}
return nil
}
}
return &Process{
ID: ID,
config: config,
cmd: nil,
reverseProxy: reverseProxy,
cancelUpstream: nil,
processLogger: processLogger,
proxyLogger: proxyLogger,
healthCheckTimeout: healthCheckTimeout,
healthCheckLoopInterval: 5 * time.Second, /* default, can not be set by user - used for testing */
state: StateStopped,
// concurrency limit
concurrencyLimitSemaphore: make(chan struct{}, concurrentLimit),
// To be removed when migration over exec.CommandContext is complete
// stop timeout
gracefulStopTimeout: 10 * time.Second,
cmdWaitChan: make(chan struct{}),
}
}
// LogMonitor returns the log monitor associated with the process.
func (p *Process) LogMonitor() *LogMonitor {
return p.processLogger
}
// setLastRequestHandled sets the last request handled time in a thread-safe manner.
func (p *Process) setLastRequestHandled(t time.Time) {
p.lastRequestHandledMutex.Lock()
defer p.lastRequestHandledMutex.Unlock()
p.lastRequestHandled = t
}
// getLastRequestHandled gets the last request handled time in a thread-safe manner.
func (p *Process) getLastRequestHandled() time.Time {
p.lastRequestHandledMutex.RLock()
defer p.lastRequestHandledMutex.RUnlock()
return p.lastRequestHandled
}
// custom error types for swapping state
var (
ErrExpectedStateMismatch = errors.New("expected state mismatch")
ErrInvalidStateTransition = errors.New("invalid state transition")
)
// swapState performs a compare and swap of the state atomically. It returns the current state
// and an error if the swap failed.
func (p *Process) swapState(expectedState, newState ProcessState) (ProcessState, error) {
p.stateMutex.Lock()
defer p.stateMutex.Unlock()
if p.state != expectedState {
p.proxyLogger.Warnf("<%s> swapState() Unexpected current state %s, expected %s", p.ID, p.state, expectedState)
return p.state, ErrExpectedStateMismatch
}
if !isValidTransition(p.state, newState) {
p.proxyLogger.Warnf("<%s> swapState() Invalid state transition from %s to %s", p.ID, p.state, newState)
return p.state, ErrInvalidStateTransition
}
p.state = newState
// Atomically increment waitStarting when entering StateStarting
// This ensures any thread that sees StateStarting will also see the WaitGroup counter incremented
if newState == StateStarting {
p.waitStarting.Add(1)
}
p.proxyLogger.Debugf("<%s> swapState() State transitioned from %s to %s", p.ID, expectedState, newState)
event.Emit(ProcessStateChangeEvent{ProcessName: p.ID, NewState: newState, OldState: expectedState})
return p.state, nil
}
// Helper function to encapsulate transition rules
func isValidTransition(from, to ProcessState) bool {
switch from {
case StateStopped:
return to == StateStarting
case StateStarting:
return to == StateReady || to == StateStopping || to == StateStopped
case StateReady:
return to == StateStopping
case StateStopping:
return to == StateStopped || to == StateShutdown
case StateShutdown:
return false // No transitions allowed from these states
}
return false
}
func (p *Process) CurrentState() ProcessState {
p.stateMutex.RLock()
defer p.stateMutex.RUnlock()
return p.state
}
// forceState forces the process state to the new state with mutex protection.
// This should only be used in exceptional cases where the normal state transition
// validation via swapState() cannot be used.
func (p *Process) forceState(newState ProcessState) {
p.stateMutex.Lock()
defer p.stateMutex.Unlock()
p.state = newState
}
// start starts the upstream command, checks the health endpoint, and sets the state to Ready
// it is a private method because starting is automatic but stopping can be called
// at any time.
func (p *Process) start() error {
if p.config.Proxy == "" {
return fmt.Errorf("can not start(), upstream proxy missing")
}
args, err := p.config.SanitizedCommand()
if err != nil {
return fmt.Errorf("unable to get sanitized command: %v", err)
}
if curState, err := p.swapState(StateStopped, StateStarting); err != nil {
if err == ErrExpectedStateMismatch {
// already starting, just wait for it to complete and expect
// it to be be in the Ready start after. If not, return an error
if curState == StateStarting {
p.waitStarting.Wait()
if state := p.CurrentState(); state == StateReady {
return nil
} else {
return fmt.Errorf("process was already starting but wound up in state %v", state)
}
} else {
return fmt.Errorf("processes was in state %v when start() was called", curState)
}
} else {
return fmt.Errorf("failed to set Process state to starting: current state: %v, error: %v", curState, err)
}
}
// waitStarting.Add(1) is now called atomically in swapState() when transitioning to StateStarting
defer p.waitStarting.Done()
cmdContext, ctxCancelUpstream := context.WithCancel(context.Background())
p.cmd = exec.CommandContext(cmdContext, args[0], args[1:]...)
p.cmd.Stdout = p.processLogger
p.cmd.Stderr = p.processLogger
p.cmd.Env = append(p.cmd.Environ(), p.config.Env...)
p.cmd.Cancel = p.cmdStopUpstreamProcess
p.cmd.WaitDelay = p.gracefulStopTimeout
p.cmdMutex.Lock()
p.cancelUpstream = ctxCancelUpstream
p.cmdWaitChan = make(chan struct{})
p.cmdMutex.Unlock()
p.failedStartCount++ // this will be reset to zero when the process has successfully started
p.proxyLogger.Debugf("<%s> Executing start command: %s, env: %s", p.ID, strings.Join(args, " "), strings.Join(p.config.Env, ", "))
err = p.cmd.Start()
// Set process state to failed
if err != nil {
if curState, swapErr := p.swapState(StateStarting, StateStopped); swapErr != nil {
p.forceState(StateStopped) // force it into a stopped state
return fmt.Errorf(
"failed to start command '%s' and state swap failed. command error: %v, current state: %v, state swap error: %v",
strings.Join(args, " "), err, curState, swapErr,
)
}
return fmt.Errorf("start() failed for command '%s': %v", strings.Join(args, " "), err)
}
// Capture the exit error for later signalling
go p.waitForCmd()
// 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
<-time.After(250 * time.Millisecond) // give process a bit of time to start
checkStartTime := time.Now()
maxDuration := time.Second * time.Duration(p.healthCheckTimeout)
checkEndpoint := strings.TrimSpace(p.config.CheckEndpoint)
// a "none" means don't check for health ... I could have picked a better word :facepalm:
if checkEndpoint != "none" {
proxyTo := p.config.Proxy
healthURL, err := url.JoinPath(proxyTo, checkEndpoint)
if err != nil {
return fmt.Errorf("failed to create health check URL proxy=%s and checkEndpoint=%s", proxyTo, checkEndpoint)
}
// Ready Check loop
for {
currentState := p.CurrentState()
if currentState != StateStarting {
if currentState == StateStopped {
return fmt.Errorf("upstream command exited prematurely but successfully")
}
return errors.New("health check interrupted due to shutdown")
}
if time.Since(checkStartTime) > maxDuration {
p.stopCommand()
return fmt.Errorf("health check timed out after %vs", maxDuration.Seconds())
}
if err := p.checkHealthEndpoint(healthURL); err == nil {
p.proxyLogger.Infof("<%s> Health check passed on %s", p.ID, healthURL)
break
} else {
if strings.Contains(err.Error(), "connection refused") {
ttl := time.Until(checkStartTime.Add(maxDuration))
p.proxyLogger.Debugf("<%s> Connection refused on %s, giving up in %.0fs (normal during startup)", p.ID, healthURL, ttl.Seconds())
} else {
p.proxyLogger.Debugf("<%s> Health check error on %s, %v (normal during startup)", p.ID, healthURL, err)
}
}
<-time.After(p.healthCheckLoopInterval)
}
}
if p.config.UnloadAfter > 0 {
// start a goroutine to check every second if
// the process should be stopped
go func() {
maxDuration := time.Duration(p.config.UnloadAfter) * time.Second
for range time.Tick(time.Second) {
if p.CurrentState() != StateReady {
return
}
// skip the TTL check if there are inflight requests
if p.inFlightRequestsCount.Load() != 0 {
continue
}
if time.Since(p.getLastRequestHandled()) > maxDuration {
p.proxyLogger.Infof("<%s> Unloading model, TTL of %ds reached", p.ID, p.config.UnloadAfter)
p.Stop()
return
}
}
}()
}
if curState, err := p.swapState(StateStarting, StateReady); err != nil {
return fmt.Errorf("failed to set Process state to ready: current state: %v, error: %v", curState, err)
} else {
p.failedStartCount = 0
return nil
}
}
// Stop will wait for inflight requests to complete before stopping the process.
func (p *Process) Stop() {
if !isValidTransition(p.CurrentState(), StateStopping) {
return
}
// wait for any inflight requests before proceeding
p.proxyLogger.Debugf("<%s> Stop(): Waiting for inflight requests to complete", p.ID)
p.inFlightRequests.Wait()
p.StopImmediately()
}
// StopImmediately will transition the process to the stopping state and stop the process with a SIGTERM.
// If the process does not stop within the specified timeout, it will be forcefully stopped with a SIGKILL.
func (p *Process) StopImmediately() {
if !isValidTransition(p.CurrentState(), StateStopping) {
return
}
p.proxyLogger.Debugf("<%s> Stopping process, current state: %s", p.ID, p.CurrentState())
if curState, err := p.swapState(StateReady, StateStopping); err != nil {
p.proxyLogger.Infof("<%s> Stop() Ready -> StateStopping err: %v, current state: %v", p.ID, err, curState)
return
}
p.stopCommand()
}
// Shutdown is called when llama-swap is shutting down. It will give a little bit
// of time for any inflight requests to complete before shutting down. If the Process
// is in the state of starting, it will cancel it and shut it down. Once a process is in
// the StateShutdown state, it can not be started again.
func (p *Process) Shutdown() {
if !isValidTransition(p.CurrentState(), StateStopping) {
return
}
p.stopCommand()
// just force it to this state since there is no recovery from shutdown
p.forceState(StateShutdown)
}
// stopCommand will send a SIGTERM to the process and wait for it to exit.
// If it does not exit within 5 seconds, it will send a SIGKILL.
func (p *Process) stopCommand() {
stopStartTime := time.Now()
defer func() {
p.proxyLogger.Debugf("<%s> stopCommand took %v", p.ID, time.Since(stopStartTime))
}()
p.cmdMutex.RLock()
cancelUpstream := p.cancelUpstream
cmdWaitChan := p.cmdWaitChan
p.cmdMutex.RUnlock()
if cancelUpstream == nil {
p.proxyLogger.Errorf("<%s> stopCommand has a nil p.cancelUpstream()", p.ID)
return
}
cancelUpstream()
<-cmdWaitChan
}
func (p *Process) checkHealthEndpoint(healthURL string) error {
client := &http.Client{
// wait a short time for a tcp connection to be established
Transport: &http.Transport{
DialContext: (&net.Dialer{
Timeout: 500 * time.Millisecond,
}).DialContext,
},
// give a long time to respond to the health check endpoint
// after the connection is established. See issue: 276
Timeout: 5000 * time.Millisecond,
}
req, err := http.NewRequest("GET", healthURL, nil)
if err != nil {
return err
}
resp, err := client.Do(req)
if err != nil {
return err
}
defer resp.Body.Close()
// got a response but it was not an OK
if resp.StatusCode != http.StatusOK {
return fmt.Errorf("status code: %d", resp.StatusCode)
}
return nil
}
func (p *Process) ProxyRequest(w http.ResponseWriter, r *http.Request) {
requestBeginTime := time.Now()
var startDuration time.Duration
// prevent new requests from being made while stopping or irrecoverable
currentState := p.CurrentState()
if currentState == StateShutdown || currentState == StateStopping {
http.Error(w, fmt.Sprintf("Process can not ProxyRequest, state is %s", currentState), http.StatusServiceUnavailable)
return
}
select {
case p.concurrencyLimitSemaphore <- struct{}{}:
defer func() { <-p.concurrencyLimitSemaphore }()
default:
http.Error(w, "Too many requests", http.StatusTooManyRequests)
return
}
p.inFlightRequests.Add(1)
p.inFlightRequestsCount.Add(1)
defer func() {
p.setLastRequestHandled(time.Now())
p.inFlightRequestsCount.Add(-1)
p.inFlightRequests.Done()
}()
// start the process on demand
if p.CurrentState() != StateReady {
beginStartTime := time.Now()
if err := p.start(); err != nil {
errstr := fmt.Sprintf("unable to start process: %s", err)
http.Error(w, errstr, http.StatusBadGateway)
return
}
startDuration = time.Since(beginStartTime)
}
if p.reverseProxy != nil {
p.reverseProxy.ServeHTTP(w, r)
} else {
http.Error(w, fmt.Sprintf("No reverse proxy available for %s", p.ID), http.StatusInternalServerError)
}
totalTime := time.Since(requestBeginTime)
p.proxyLogger.Debugf("<%s> request %s - start: %v, total: %v",
p.ID, r.RequestURI, startDuration, totalTime)
}
// waitForCmd waits for the command to exit and handles exit conditions depending on current state
func (p *Process) waitForCmd() {
exitErr := p.cmd.Wait()
p.proxyLogger.Debugf("<%s> cmd.Wait() returned error: %v", p.ID, exitErr)
if exitErr != nil {
if errno, ok := exitErr.(syscall.Errno); ok {
p.proxyLogger.Errorf("<%s> errno >> %v", p.ID, errno)
} else if exitError, ok := exitErr.(*exec.ExitError); ok {
if strings.Contains(exitError.String(), "signal: terminated") {
p.proxyLogger.Debugf("<%s> Process stopped OK", p.ID)
} else if strings.Contains(exitError.String(), "signal: interrupt") {
p.proxyLogger.Debugf("<%s> Process interrupted OK", p.ID)
} else {
p.proxyLogger.Warnf("<%s> ExitError >> %v, exit code: %d", p.ID, exitError, exitError.ExitCode())
}
} else {
if exitErr.Error() != "context canceled" /* this is normal */ {
p.proxyLogger.Errorf("<%s> Process exited >> %v", p.ID, exitErr)
}
}
}
currentState := p.CurrentState()
switch currentState {
case StateStopping:
if curState, err := p.swapState(StateStopping, StateStopped); err != nil {
p.proxyLogger.Errorf("<%s> Process exited but could not swap to StateStopped. curState=%s, err: %v", p.ID, curState, err)
p.forceState(StateStopped)
}
default:
p.proxyLogger.Infof("<%s> process exited but not StateStopping, current state: %s", p.ID, currentState)
p.forceState(StateStopped) // force it to be in this state
}
p.cmdMutex.Lock()
close(p.cmdWaitChan)
p.cmdMutex.Unlock()
}
// cmdStopUpstreamProcess attemps to stop the upstream process gracefully
func (p *Process) cmdStopUpstreamProcess() error {
p.processLogger.Debugf("<%s> cmdStopUpstreamProcess() initiating graceful stop of upstream process", p.ID)
// this should never happen ...
if p.cmd == nil || p.cmd.Process == nil {
p.proxyLogger.Debugf("<%s> cmd or cmd.Process is nil (normal during config reload)", p.ID)
return fmt.Errorf("<%s> process is nil or cmd is nil, skipping graceful stop", p.ID)
}
if p.config.CmdStop != "" {
// replace ${PID} with the pid of the process
stopArgs, err := config.SanitizeCommand(strings.ReplaceAll(p.config.CmdStop, "${PID}", fmt.Sprintf("%d", p.cmd.Process.Pid)))
if err != nil {
p.proxyLogger.Errorf("<%s> Failed to sanitize stop command: %v", p.ID, err)
return err
}
p.proxyLogger.Debugf("<%s> Executing stop command: %s", p.ID, strings.Join(stopArgs, " "))
stopCmd := exec.Command(stopArgs[0], stopArgs[1:]...)
stopCmd.Stdout = p.processLogger
stopCmd.Stderr = p.processLogger
stopCmd.Env = p.cmd.Env
if err := stopCmd.Run(); err != nil {
p.proxyLogger.Errorf("<%s> Failed to exec stop command: %v", p.ID, err)
return err
}
} else {
if err := p.cmd.Process.Signal(syscall.SIGTERM); err != nil {
p.proxyLogger.Errorf("<%s> Failed to send SIGTERM to process: %v", p.ID, err)
return err
}
}
return nil
}
+496
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@@ -0,0 +1,496 @@
package proxy
import (
"fmt"
"net/http"
"net/http/httptest"
"os"
"runtime"
"sync"
"testing"
"time"
"github.com/mostlygeek/llama-swap/proxy/config"
"github.com/stretchr/testify/assert"
)
var (
debugLogger = NewLogMonitorWriter(os.Stdout)
)
func init() {
// flip to help with debugging tests
if false {
debugLogger.SetLogLevel(LevelDebug)
} else {
debugLogger.SetLogLevel(LevelError)
}
}
func TestProcess_AutomaticallyStartsUpstream(t *testing.T) {
expectedMessage := "testing91931"
config := getTestSimpleResponderConfig(expectedMessage)
// Create a process
process := NewProcess("test-process", 5, config, debugLogger, debugLogger)
defer process.Stop()
req := httptest.NewRequest("GET", "/test", nil)
w := httptest.NewRecorder()
// process is automatically started
assert.Equal(t, StateStopped, process.CurrentState())
process.ProxyRequest(w, req)
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)
// Stop the process
process.Stop()
req = httptest.NewRequest("GET", "/", nil)
w = httptest.NewRecorder()
// Proxy the request
process.ProxyRequest(w, req)
// should have automatically started the process again
if w.Code != http.StatusOK {
t.Errorf("Expected status code %d, got %d", http.StatusOK, w.Code)
}
}
// TestProcess_WaitOnMultipleStarts tests that multiple concurrent requests
// are all handled successfully, even though they all may ask for the process to .start()
func TestProcess_WaitOnMultipleStarts(t *testing.T) {
expectedMessage := "testing91931"
config := getTestSimpleResponderConfig(expectedMessage)
process := NewProcess("test-process", 5, config, debugLogger, debugLogger)
defer process.Stop()
var wg sync.WaitGroup
for i := 0; i < 5; i++ {
wg.Add(1)
go func(reqID int) {
defer wg.Done()
req := httptest.NewRequest("GET", "/test", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
assert.Equal(t, http.StatusOK, w.Code, "Worker %d got wrong HTTP code", reqID)
assert.Contains(t, w.Body.String(), expectedMessage, "Worker %d got wrong message", reqID)
}(i)
}
wg.Wait()
assert.Equal(t, StateReady, process.CurrentState())
}
// test that the automatic start returns the expected error type
func TestProcess_BrokenModelConfig(t *testing.T) {
// Create a process configuration
config := config.ModelConfig{
Cmd: "nonexistent-command",
Proxy: "http://127.0.0.1:9913",
CheckEndpoint: "/health",
}
process := NewProcess("broken", 1, config, debugLogger, debugLogger)
req := httptest.NewRequest("GET", "/", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
assert.Equal(t, http.StatusBadGateway, w.Code)
assert.Contains(t, w.Body.String(), "unable to start process")
w = httptest.NewRecorder()
process.ProxyRequest(w, req)
assert.Equal(t, http.StatusBadGateway, w.Code)
assert.Contains(t, w.Body.String(), "start() failed for command 'nonexistent-command':")
}
func TestProcess_UnloadAfterTTL(t *testing.T) {
if testing.Short() {
t.Skip("skipping long auto unload TTL test")
}
expectedMessage := "I_sense_imminent_danger"
config := getTestSimpleResponderConfig(expectedMessage)
assert.Equal(t, 0, config.UnloadAfter)
config.UnloadAfter = 3 // seconds
assert.Equal(t, 3, config.UnloadAfter)
process := NewProcess("ttl_test", 2, config, debugLogger, debugLogger)
defer process.Stop()
// 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) 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.Equal(t, StateReady, process.CurrentState())
// wait 5 seconds
t.Log("sleep 5 seconds and check if unloaded")
time.Sleep(5 * time.Second)
assert.Equal(t, StateStopped, process.CurrentState())
}
func TestProcess_LowTTLValue(t *testing.T) {
if true { // change this code to run this ...
t.Skip("skipping test, edit process_test.go to run it ")
}
config := getTestSimpleResponderConfig("fast_ttl")
assert.Equal(t, 0, config.UnloadAfter)
config.UnloadAfter = 1 // second
assert.Equal(t, 1, config.UnloadAfter)
process := NewProcess("ttl", 2, config, debugLogger, debugLogger)
defer process.Stop()
for i := 0; i < 100; i++ {
t.Logf("Waiting before sending request %d", i)
time.Sleep(1500 * time.Millisecond)
expected := fmt.Sprintf("echo=test_%d", i)
req := httptest.NewRequest("GET", fmt.Sprintf("/slow-respond?echo=%s&delay=50ms", expected), nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), expected)
}
}
// issue #19
// This test makes sure using Process.Stop() does not affect pending HTTP
// requests. All HTTP requests in this test should complete successfully.
func TestProcess_HTTPRequestsHaveTimeToFinish(t *testing.T) {
if testing.Short() {
t.Skip("skipping slow test")
}
expectedMessage := "12345"
config := getTestSimpleResponderConfig(expectedMessage)
process := NewProcess("t", 10, config, debugLogger, debugLogger)
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 where simple-responder is will wait 300ms before responding
// this will simulate an in-progress request.
req := httptest.NewRequest("GET", fmt.Sprintf("/slow-respond?echo=%s&delay=300ms", 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 process while requests are still being processed
go func() {
<-time.After(150 * time.Millisecond)
process.Stop()
}()
wg.Wait()
for key, result := range results {
assert.Equal(t, key, result)
}
}
func TestProcess_SwapState(t *testing.T) {
tests := []struct {
name string
currentState ProcessState
expectedState ProcessState
newState ProcessState
expectedError error
expectedResult ProcessState
}{
{"Stopped to Starting", StateStopped, StateStopped, StateStarting, nil, StateStarting},
{"Starting to Ready", StateStarting, StateStarting, StateReady, nil, StateReady},
{"Starting to Stopping", StateStarting, StateStarting, StateStopping, nil, StateStopping},
{"Starting to Stopped", StateStarting, StateStarting, StateStopped, nil, StateStopped},
{"Ready to Stopping", StateReady, StateReady, StateStopping, nil, StateStopping},
{"Stopping to Stopped", StateStopping, StateStopping, StateStopped, nil, StateStopped},
{"Stopping to Shutdown", StateStopping, StateStopping, StateShutdown, nil, StateShutdown},
{"Stopped to Ready", StateStopped, StateStopped, StateReady, ErrInvalidStateTransition, StateStopped},
{"Ready to Starting", StateReady, StateReady, StateStarting, ErrInvalidStateTransition, StateReady},
{"Stopping to Ready", StateStopping, StateStopping, StateReady, ErrInvalidStateTransition, StateStopping},
{"Shutdown to Stopped", StateShutdown, StateShutdown, StateStopped, ErrInvalidStateTransition, StateShutdown},
{"Shutdown to Starting", StateShutdown, StateShutdown, StateStarting, ErrInvalidStateTransition, StateShutdown},
{"Expected state mismatch", StateStopped, StateStarting, StateStarting, ErrExpectedStateMismatch, StateStopped},
}
for _, test := range tests {
t.Run(test.name, func(t *testing.T) {
p := NewProcess("test", 10, getTestSimpleResponderConfig("test"), debugLogger, debugLogger)
p.state = test.currentState
resultState, err := p.swapState(test.expectedState, test.newState)
if err != nil && test.expectedError == nil {
t.Errorf("Unexpected error: %v", err)
} else if err == nil && test.expectedError != nil {
t.Errorf("Expected error: %v, but got none", test.expectedError)
} else if err != nil && test.expectedError != nil {
if err.Error() != test.expectedError.Error() {
t.Errorf("Expected error: %v, got: %v", test.expectedError, err)
}
}
if resultState != test.expectedResult {
t.Errorf("Expected state: %v, got: %v", test.expectedResult, resultState)
}
})
}
}
func TestProcess_ShutdownInterruptsHealthCheck(t *testing.T) {
if testing.Short() {
t.Skip("skipping long shutdown test")
}
expectedMessage := "testing91931"
// make a config where the healthcheck will always fail because port is wrong
config := getTestSimpleResponderConfigPort(expectedMessage, 9999)
config.Proxy = "http://localhost:9998/test"
healthCheckTTLSeconds := 30
process := NewProcess("test-process", healthCheckTTLSeconds, config, debugLogger, debugLogger)
// make it a lot faster
process.healthCheckLoopInterval = time.Second
// start a goroutine to simulate a shutdown
var wg sync.WaitGroup
go func() {
defer wg.Done()
<-time.After(time.Millisecond * 500)
process.Shutdown()
}()
wg.Add(1)
// start the process, this is a blocking call
err := process.start()
wg.Wait()
assert.ErrorContains(t, err, "health check interrupted due to shutdown")
assert.Equal(t, StateShutdown, process.CurrentState())
}
func TestProcess_ExitInterruptsHealthCheck(t *testing.T) {
if testing.Short() {
t.Skip("skipping Exit Interrupts Health Check test")
}
// should run and exit but interrupt the long checkHealthTimeout
checkHealthTimeout := 5
config := config.ModelConfig{
Cmd: "sleep 1",
Proxy: "http://127.0.0.1:9913",
CheckEndpoint: "/health",
}
process := NewProcess("sleepy", checkHealthTimeout, config, debugLogger, debugLogger)
process.healthCheckLoopInterval = time.Second // make it faster
err := process.start()
assert.Equal(t, "upstream command exited prematurely but successfully", err.Error())
assert.Equal(t, process.CurrentState(), StateStopped)
}
func TestProcess_ConcurrencyLimit(t *testing.T) {
if testing.Short() {
t.Skip("skipping long concurrency limit test")
}
expectedMessage := "concurrency_limit_test"
config := getTestSimpleResponderConfig(expectedMessage)
// only allow 1 concurrent request at a time
config.ConcurrencyLimit = 1
process := NewProcess("ttl_test", 2, config, debugLogger, debugLogger)
assert.Equal(t, 1, cap(process.concurrencyLimitSemaphore))
defer process.Stop()
// launch a goroutine first to take up the semaphore
go func() {
req1 := httptest.NewRequest("GET", "/slow-respond?echo=12345&delay=75ms", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req1)
assert.Equal(t, http.StatusOK, w.Code)
}()
// let the goroutine start
<-time.After(time.Millisecond * 25)
denied := httptest.NewRequest("GET", "/test", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, denied)
assert.Equal(t, http.StatusTooManyRequests, w.Code)
}
func TestProcess_StopImmediately(t *testing.T) {
expectedMessage := "test_stop_immediate"
config := getTestSimpleResponderConfig(expectedMessage)
process := NewProcess("stop_immediate", 2, config, debugLogger, debugLogger)
defer process.Stop()
err := process.start()
assert.Nil(t, err)
assert.Equal(t, process.CurrentState(), StateReady)
go func() {
// slow, but will get killed by StopImmediate
req := httptest.NewRequest("GET", "/slow-respond?echo=12345&delay=1s", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
}()
<-time.After(time.Millisecond)
process.StopImmediately()
assert.Equal(t, process.CurrentState(), StateStopped)
}
// Test that SIGKILL is sent when gracefulStopTimeout is reached and properly terminates
// the upstream command
func TestProcess_ForceStopWithKill(t *testing.T) {
if runtime.GOOS == "windows" {
t.Skip("skipping SIGTERM test on Windows ")
}
expectedMessage := "test_sigkill"
binaryPath := getSimpleResponderPath()
port := getTestPort()
conf := config.ModelConfig{
// note --ignore-sig-term which ignores the SIGTERM signal so a SIGKILL must be sent
// to force the process to exit
Cmd: fmt.Sprintf("%s --port %d --respond %s --silent --ignore-sig-term", binaryPath, port, expectedMessage),
Proxy: fmt.Sprintf("http://127.0.0.1:%d", port),
CheckEndpoint: "/health",
}
process := NewProcess("stop_immediate", 2, conf, debugLogger, debugLogger)
defer process.Stop()
// reduce to make testing go faster
process.gracefulStopTimeout = time.Second
err := process.start()
assert.Nil(t, err)
assert.Equal(t, process.CurrentState(), StateReady)
waitChan := make(chan struct{})
go func() {
// slow, but will get killed by StopImmediate
req := httptest.NewRequest("GET", "/slow-respond?echo=12345&delay=2s", nil)
w := httptest.NewRecorder()
process.ProxyRequest(w, req)
// StatusOK because that was already sent before the kill
assert.Equal(t, http.StatusOK, w.Code)
// unexpected EOF because the kill happened, the "1" is sent before the kill
// then the unexpected EOF is sent after the kill
if runtime.GOOS == "windows" {
assert.Contains(t, w.Body.String(), "wsarecv: An existing connection was forcibly closed by the remote host")
} else {
// Upstream may be killed mid-response.
// Assert an incomplete or partial response.
assert.NotEqual(t, "12345", w.Body.String())
}
close(waitChan)
}()
<-time.After(time.Millisecond)
process.StopImmediately()
assert.Equal(t, process.CurrentState(), StateStopped)
// the request should have been interrupted by SIGKILL
<-waitChan
}
func TestProcess_StopCmd(t *testing.T) {
conf := getTestSimpleResponderConfig("test_stop_cmd")
if runtime.GOOS == "windows" {
conf.CmdStop = "taskkill /f /t /pid ${PID}"
} else {
conf.CmdStop = "kill -TERM ${PID}"
}
process := NewProcess("testStopCmd", 2, conf, debugLogger, debugLogger)
defer process.Stop()
err := process.start()
assert.Nil(t, err)
assert.Equal(t, process.CurrentState(), StateReady)
process.StopImmediately()
assert.Equal(t, process.CurrentState(), StateStopped)
}
func TestProcess_EnvironmentSetCorrectly(t *testing.T) {
expectedMessage := "test_env_not_emptied"
conf := getTestSimpleResponderConfig(expectedMessage)
// ensure that the the default config does not blank out the inherited environment
configWEnv := conf
// ensure the additiona variables are appended to the process' environment
configWEnv.Env = append(configWEnv.Env, "TEST_ENV1=1", "TEST_ENV2=2")
process1 := NewProcess("env_test", 2, conf, debugLogger, debugLogger)
process2 := NewProcess("env_test", 2, configWEnv, debugLogger, debugLogger)
process1.start()
defer process1.Stop()
process2.start()
defer process2.Stop()
assert.NotZero(t, len(process1.cmd.Environ()))
assert.NotZero(t, len(process2.cmd.Environ()))
assert.Equal(t, len(process1.cmd.Environ())+2, len(process2.cmd.Environ()), "process2 should have 2 more environment variables than process1")
}
+149
View File
@@ -0,0 +1,149 @@
package proxy
import (
"fmt"
"net/http"
"slices"
"sync"
"github.com/mostlygeek/llama-swap/proxy/config"
)
type ProcessGroup struct {
sync.Mutex
config config.Config
id string
swap bool
exclusive bool
persistent bool
proxyLogger *LogMonitor
upstreamLogger *LogMonitor
// map of current processes
processes map[string]*Process
lastUsedProcess string
}
func NewProcessGroup(id string, config config.Config, proxyLogger *LogMonitor, upstreamLogger *LogMonitor) *ProcessGroup {
groupConfig, ok := config.Groups[id]
if !ok {
panic("Unable to find configuration for group id: " + id)
}
pg := &ProcessGroup{
id: id,
config: config,
swap: groupConfig.Swap,
exclusive: groupConfig.Exclusive,
persistent: groupConfig.Persistent,
proxyLogger: proxyLogger,
upstreamLogger: upstreamLogger,
processes: make(map[string]*Process),
}
// Create a Process for each member in the group
for _, modelID := range groupConfig.Members {
modelConfig, modelID, _ := pg.config.FindConfig(modelID)
process := NewProcess(modelID, pg.config.HealthCheckTimeout, modelConfig, pg.upstreamLogger, pg.proxyLogger)
pg.processes[modelID] = process
}
return pg
}
// ProxyRequest proxies a request to the specified model
func (pg *ProcessGroup) ProxyRequest(modelID string, writer http.ResponseWriter, request *http.Request) error {
if !pg.HasMember(modelID) {
return fmt.Errorf("model %s not part of group %s", modelID, pg.id)
}
if pg.swap {
pg.Lock()
if pg.lastUsedProcess != modelID {
// is there something already running?
if pg.lastUsedProcess != "" {
pg.processes[pg.lastUsedProcess].Stop()
}
// wait for the request to the new model to be fully handled
// and prevent race conditions see issue #277
pg.processes[modelID].ProxyRequest(writer, request)
pg.lastUsedProcess = modelID
// short circuit and exit
pg.Unlock()
return nil
}
pg.Unlock()
}
pg.processes[modelID].ProxyRequest(writer, request)
return nil
}
func (pg *ProcessGroup) HasMember(modelName string) bool {
return slices.Contains(pg.config.Groups[pg.id].Members, modelName)
}
func (pg *ProcessGroup) StopProcess(modelID string, strategy StopStrategy) error {
pg.Lock()
process, exists := pg.processes[modelID]
if !exists {
pg.Unlock()
return fmt.Errorf("process not found for %s", modelID)
}
if pg.lastUsedProcess == modelID {
pg.lastUsedProcess = ""
}
pg.Unlock()
switch strategy {
case StopImmediately:
process.StopImmediately()
default:
process.Stop()
}
return nil
}
func (pg *ProcessGroup) StopProcesses(strategy StopStrategy) {
pg.Lock()
defer pg.Unlock()
if len(pg.processes) == 0 {
return
}
// stop Processes in parallel
var wg sync.WaitGroup
for _, process := range pg.processes {
wg.Add(1)
go func(process *Process) {
defer wg.Done()
switch strategy {
case StopImmediately:
process.StopImmediately()
default:
process.Stop()
}
}(process)
}
wg.Wait()
}
func (pg *ProcessGroup) Shutdown() {
var wg sync.WaitGroup
for _, process := range pg.processes {
wg.Add(1)
go func(process *Process) {
defer wg.Done()
process.Shutdown()
}(process)
}
wg.Wait()
}
+115
View File
@@ -0,0 +1,115 @@
package proxy
import (
"bytes"
"net/http"
"net/http/httptest"
"sync"
"testing"
"github.com/mostlygeek/llama-swap/proxy/config"
"github.com/stretchr/testify/assert"
)
var processGroupTestConfig = config.AddDefaultGroupToConfig(config.Config{
HealthCheckTimeout: 15,
Models: map[string]config.ModelConfig{
"model1": getTestSimpleResponderConfig("model1"),
"model2": getTestSimpleResponderConfig("model2"),
"model3": getTestSimpleResponderConfig("model3"),
"model4": getTestSimpleResponderConfig("model4"),
"model5": getTestSimpleResponderConfig("model5"),
},
Groups: map[string]config.GroupConfig{
"G1": {
Swap: true,
Exclusive: true,
Members: []string{"model1", "model2"},
},
"G2": {
Swap: false,
Exclusive: true,
Members: []string{"model3", "model4"},
},
},
})
func TestProcessGroup_DefaultHasCorrectModel(t *testing.T) {
pg := NewProcessGroup(config.DEFAULT_GROUP_ID, processGroupTestConfig, testLogger, testLogger)
assert.True(t, pg.HasMember("model5"))
}
func TestProcessGroup_HasMember(t *testing.T) {
pg := NewProcessGroup("G1", processGroupTestConfig, testLogger, testLogger)
assert.True(t, pg.HasMember("model1"))
assert.True(t, pg.HasMember("model2"))
assert.False(t, pg.HasMember("model3"))
}
// TestProcessGroup_ProxyRequestSwapIsTrueParallel tests that when swap is true
// and multiple requests are made in parallel, only one process is running at a time.
func TestProcessGroup_ProxyRequestSwapIsTrueParallel(t *testing.T) {
var processGroupTestConfig = config.AddDefaultGroupToConfig(config.Config{
HealthCheckTimeout: 15,
Models: map[string]config.ModelConfig{
// use the same listening so if a model is already running, it will fail
// this is a way to test that swap isolation is working
// properly when there are parallel requests made at the
// same time.
"model1": getTestSimpleResponderConfigPort("model1", 9832),
"model2": getTestSimpleResponderConfigPort("model2", 9832),
"model3": getTestSimpleResponderConfigPort("model3", 9832),
"model4": getTestSimpleResponderConfigPort("model4", 9832),
"model5": getTestSimpleResponderConfigPort("model5", 9832),
},
Groups: map[string]config.GroupConfig{
"G1": {
Swap: true,
Members: []string{"model1", "model2", "model3", "model4", "model5"},
},
},
})
pg := NewProcessGroup("G1", processGroupTestConfig, testLogger, testLogger)
defer pg.StopProcesses(StopWaitForInflightRequest)
tests := []string{"model1", "model2", "model3", "model4", "model5"}
var wg sync.WaitGroup
wg.Add(len(tests))
for _, modelName := range tests {
go func(modelName string) {
defer wg.Done()
req := httptest.NewRequest("POST", "/v1/chat/completions", nil)
w := httptest.NewRecorder()
assert.NoError(t, pg.ProxyRequest(modelName, w, req))
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), modelName)
}(modelName)
}
wg.Wait()
}
func TestProcessGroup_ProxyRequestSwapIsFalse(t *testing.T) {
pg := NewProcessGroup("G2", processGroupTestConfig, testLogger, testLogger)
defer pg.StopProcesses(StopWaitForInflightRequest)
tests := []string{"model3", "model4"}
for _, modelName := range tests {
t.Run(modelName, func(t *testing.T) {
reqBody := `{"x", "y"}`
req := httptest.NewRequest("POST", "/v1/chat/completions", bytes.NewBufferString(reqBody))
w := httptest.NewRecorder()
assert.NoError(t, pg.ProxyRequest(modelName, w, req))
assert.Equal(t, http.StatusOK, w.Code)
assert.Contains(t, w.Body.String(), modelName)
})
}
// make sure all the processes are running
for _, process := range pg.processes {
assert.Equal(t, StateReady, process.CurrentState())
}
}
+687
View File
@@ -0,0 +1,687 @@
package proxy
import (
"bytes"
"context"
"fmt"
"io"
"mime/multipart"
"net/http"
"os"
"sort"
"strconv"
"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"
"github.com/tidwall/sjson"
)
const (
PROFILE_SPLIT_CHAR = ":"
)
type ProxyManager struct {
sync.Mutex
config config.Config
ginEngine *gin.Engine
// logging
proxyLogger *LogMonitor
upstreamLogger *LogMonitor
muxLogger *LogMonitor
metricsMonitor *MetricsMonitor
processGroups map[string]*ProcessGroup
// shutdown signaling
shutdownCtx context.Context
shutdownCancel context.CancelFunc
}
func New(config config.Config) *ProxyManager {
// set up loggers
stdoutLogger := NewLogMonitorWriter(os.Stdout)
upstreamLogger := NewLogMonitorWriter(stdoutLogger)
proxyLogger := NewLogMonitorWriter(stdoutLogger)
if config.LogRequests {
proxyLogger.Warn("LogRequests configuration is deprecated. Use logLevel instead.")
}
switch strings.ToLower(strings.TrimSpace(config.LogLevel)) {
case "debug":
proxyLogger.SetLogLevel(LevelDebug)
upstreamLogger.SetLogLevel(LevelDebug)
case "info":
proxyLogger.SetLogLevel(LevelInfo)
upstreamLogger.SetLogLevel(LevelInfo)
case "warn":
proxyLogger.SetLogLevel(LevelWarn)
upstreamLogger.SetLogLevel(LevelWarn)
case "error":
proxyLogger.SetLogLevel(LevelError)
upstreamLogger.SetLogLevel(LevelError)
default:
proxyLogger.SetLogLevel(LevelInfo)
upstreamLogger.SetLogLevel(LevelInfo)
}
shutdownCtx, shutdownCancel := context.WithCancel(context.Background())
pm := &ProxyManager{
config: config,
ginEngine: gin.New(),
proxyLogger: proxyLogger,
muxLogger: stdoutLogger,
upstreamLogger: upstreamLogger,
metricsMonitor: NewMetricsMonitor(&config),
processGroups: make(map[string]*ProcessGroup),
shutdownCtx: shutdownCtx,
shutdownCancel: shutdownCancel,
}
// create the process groups
for groupID := range config.Groups {
processGroup := NewProcessGroup(groupID, config, proxyLogger, upstreamLogger)
pm.processGroups[groupID] = processGroup
}
pm.setupGinEngine()
// run any startup hooks
if len(config.Hooks.OnStartup.Preload) > 0 {
// do it in the background, don't block startup -- not sure if good idea yet
go func() {
discardWriter := &DiscardWriter{}
for _, realModelName := range config.Hooks.OnStartup.Preload {
proxyLogger.Infof("Preloading model: %s", realModelName)
processGroup, _, err := pm.swapProcessGroup(realModelName)
if err != nil {
event.Emit(ModelPreloadedEvent{
ModelName: realModelName,
Success: false,
})
proxyLogger.Errorf("Failed to preload model %s: %v", realModelName, err)
continue
} else {
req, _ := http.NewRequest("GET", "/", nil)
processGroup.ProxyRequest(realModelName, discardWriter, req)
event.Emit(ModelPreloadedEvent{
ModelName: realModelName,
Success: true,
})
}
}
}()
}
return pm
}
func (pm *ProxyManager) setupGinEngine() {
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()
pm.proxyLogger.Infof("Request %s \"%s %s %s\" %d %d \"%s\" %v",
clientIP,
method,
path,
c.Request.Proto,
statusCode,
bodySize,
c.Request.UserAgent(),
duration,
)
})
// see: issue: #81, #77 and #42 for CORS issues
// respond with permissive OPTIONS for any endpoint
pm.ginEngine.Use(func(c *gin.Context) {
if c.Request.Method == "OPTIONS" {
c.Header("Access-Control-Allow-Origin", "*")
c.Header("Access-Control-Allow-Methods", "GET, POST, PUT, PATCH, DELETE, OPTIONS")
// allow whatever the client requested by default
if headers := c.Request.Header.Get("Access-Control-Request-Headers"); headers != "" {
sanitized := SanitizeAccessControlRequestHeaderValues(headers)
c.Header("Access-Control-Allow-Headers", sanitized)
} else {
c.Header(
"Access-Control-Allow-Headers",
"Content-Type, Authorization, Accept, X-Requested-With",
)
}
c.Header("Access-Control-Max-Age", "86400")
c.AbortWithStatus(http.StatusNoContent)
return
}
c.Next()
})
mm := MetricsMiddleware(pm)
// Set up routes using the Gin engine
pm.ginEngine.POST("/v1/chat/completions", mm, pm.proxyOAIHandler)
// Support legacy /v1/completions api, see issue #12
pm.ginEngine.POST("/v1/completions", mm, pm.proxyOAIHandler)
// Support embeddings and reranking
pm.ginEngine.POST("/v1/embeddings", mm, 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)
// llama-server's /infill endpoint for code infilling
pm.ginEngine.POST("/infill", mm, pm.proxyOAIHandler)
// llama-server's /completion endpoint
pm.ginEngine.POST("/completion", mm, pm.proxyOAIHandler)
// Support audio/speech endpoint
pm.ginEngine.POST("/v1/audio/speech", pm.proxyOAIHandler)
pm.ginEngine.POST("/v1/audio/transcriptions", pm.proxyOAIPostFormHandler)
pm.ginEngine.GET("/v1/models", pm.listModelsHandler)
// in proxymanager_loghandlers.go
pm.ginEngine.GET("/logs", pm.sendLogsHandlers)
pm.ginEngine.GET("/logs/stream", pm.streamLogsHandler)
pm.ginEngine.GET("/logs/stream/:logMonitorID", pm.streamLogsHandler)
/**
* User Interface Endpoints
*/
pm.ginEngine.GET("/", func(c *gin.Context) {
c.Redirect(http.StatusFound, "/ui")
})
pm.ginEngine.GET("/upstream", func(c *gin.Context) {
c.Redirect(http.StatusFound, "/ui/models")
})
pm.ginEngine.Any("/upstream/*upstreamPath", pm.proxyToUpstream)
pm.ginEngine.GET("/unload", pm.unloadAllModelsHandler)
pm.ginEngine.GET("/running", pm.listRunningProcessesHandler)
pm.ginEngine.GET("/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)
} else {
c.String(http.StatusInternalServerError, err.Error())
}
})
reactFS, err := GetReactFS()
if err != nil {
pm.proxyLogger.Errorf("Failed to load React filesystem: %v", err)
} else {
// serve files that exist under /ui/*
pm.ginEngine.StaticFS("/ui", reactFS)
// server SPA for UI under /ui/*
pm.ginEngine.NoRoute(func(c *gin.Context) {
if !strings.HasPrefix(c.Request.URL.Path, "/ui") {
c.AbortWithStatus(http.StatusNotFound)
return
}
file, err := reactFS.Open("index.html")
if err != nil {
c.String(http.StatusInternalServerError, err.Error())
return
}
defer file.Close()
http.ServeContent(c.Writer, c.Request, "index.html", time.Now(), file)
})
}
// see: proxymanager_api.go
// add API handler functions
addApiHandlers(pm)
// Disable console color for testing
gin.DisableConsoleColor()
}
// ServeHTTP implements http.Handler interface
func (pm *ProxyManager) ServeHTTP(w http.ResponseWriter, r *http.Request) {
pm.ginEngine.ServeHTTP(w, r)
}
// StopProcesses acquires a lock and stops all running upstream processes.
// This is the public method safe for concurrent calls.
// Unlike Shutdown, this method only stops the processes but doesn't perform
// a complete shutdown, allowing for process replacement without full termination.
func (pm *ProxyManager) StopProcesses(strategy StopStrategy) {
pm.Lock()
defer pm.Unlock()
// stop Processes in parallel
var wg sync.WaitGroup
for _, processGroup := range pm.processGroups {
wg.Add(1)
go func(processGroup *ProcessGroup) {
defer wg.Done()
processGroup.StopProcesses(strategy)
}(processGroup)
}
wg.Wait()
}
// Shutdown stops all processes managed by this ProxyManager
func (pm *ProxyManager) Shutdown() {
pm.Lock()
defer pm.Unlock()
pm.proxyLogger.Debug("Shutdown() called in proxy manager")
var wg sync.WaitGroup
// Send shutdown signal to all process in groups
for _, processGroup := range pm.processGroups {
wg.Add(1)
go func(processGroup *ProcessGroup) {
defer wg.Done()
processGroup.Shutdown()
}(processGroup)
}
wg.Wait()
pm.shutdownCancel()
}
func (pm *ProxyManager) swapProcessGroup(requestedModel string) (*ProcessGroup, string, error) {
// de-alias the real model name and get a real one
realModelName, found := pm.config.RealModelName(requestedModel)
if !found {
return nil, realModelName, fmt.Errorf("could not find real modelID for %s", requestedModel)
}
processGroup := pm.findGroupByModelName(realModelName)
if processGroup == nil {
return nil, realModelName, fmt.Errorf("could not find process group for model %s", requestedModel)
}
if processGroup.exclusive {
pm.proxyLogger.Debugf("Exclusive mode for group %s, stopping other process groups", processGroup.id)
for groupId, otherGroup := range pm.processGroups {
if groupId != processGroup.id && !otherGroup.persistent {
otherGroup.StopProcesses(StopWaitForInflightRequest)
}
}
}
return processGroup, realModelName, nil
}
func (pm *ProxyManager) listModelsHandler(c *gin.Context) {
data := make([]gin.H, 0, len(pm.config.Models))
createdTime := time.Now().Unix()
for id, modelConfig := range pm.config.Models {
if modelConfig.Unlisted {
continue
}
record := gin.H{
"id": id,
"object": "model",
"created": createdTime,
"owned_by": "llama-swap",
}
if name := strings.TrimSpace(modelConfig.Name); name != "" {
record["name"] = name
}
if desc := strings.TrimSpace(modelConfig.Description); desc != "" {
record["description"] = desc
}
// Add metadata if present
if len(modelConfig.Metadata) > 0 {
record["meta"] = gin.H{
"llamaswap": modelConfig.Metadata,
}
}
data = append(data, record)
}
// Sort by the "id" key
sort.Slice(data, func(i, j int) bool {
si, _ := data[i]["id"].(string)
sj, _ := data[j]["id"].(string)
return si < sj
})
// Set CORS headers if origin exists
if origin := c.GetHeader("Origin"); origin != "" {
c.Header("Access-Control-Allow-Origin", origin)
}
// Use gin's JSON method which handles content-type and encoding
c.JSON(http.StatusOK, gin.H{
"object": "list",
"data": data,
})
}
func (pm *ProxyManager) proxyToUpstream(c *gin.Context) {
upstreamPath := c.Param("upstreamPath")
// split the upstream path by / and search for the model name
parts := strings.Split(strings.TrimSpace(upstreamPath), "/")
if len(parts) == 0 {
pm.sendErrorResponse(c, http.StatusBadRequest, "model id required in path")
return
}
modelFound := false
searchModelName := ""
var modelName, remainingPath string
for i, part := range parts {
if parts[i] == "" {
continue
}
if searchModelName == "" {
searchModelName = part
} else {
searchModelName = searchModelName + "/" + parts[i]
}
if real, ok := pm.config.RealModelName(searchModelName); ok {
modelName = real
remainingPath = "/" + strings.Join(parts[i+1:], "/")
modelFound = true
// Check if this is exactly a model name with no additional path
// and doesn't end with a trailing slash
if remainingPath == "/" && !strings.HasSuffix(upstreamPath, "/") {
// Build new URL with query parameters preserved
newPath := "/upstream/" + searchModelName + "/"
if c.Request.URL.RawQuery != "" {
newPath += "?" + c.Request.URL.RawQuery
}
// Use 308 for non-GET/HEAD requests to preserve method
if c.Request.Method == http.MethodGet || c.Request.Method == http.MethodHead {
c.Redirect(http.StatusMovedPermanently, newPath)
} else {
c.Redirect(http.StatusPermanentRedirect, newPath)
}
return
}
break
}
}
if !modelFound {
pm.sendErrorResponse(c, http.StatusBadRequest, "model id required in path")
return
}
processGroup, realModelName, err := pm.swapProcessGroup(modelName)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error swapping process group: %s", err.Error()))
return
}
// rewrite the path
c.Request.URL.Path = remainingPath
processGroup.ProxyRequest(realModelName, c.Writer, c.Request)
}
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
}
requestedModel := gjson.GetBytes(bodyBytes, "model").String()
if requestedModel == "" {
pm.sendErrorResponse(c, http.StatusBadRequest, "missing or invalid 'model' key")
return
}
realModelName, found := pm.config.RealModelName(requestedModel)
if !found {
pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("could not find real modelID for %s", requestedModel))
return
}
processGroup, _, err := pm.swapProcessGroup(realModelName)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error swapping process group: %s", err.Error()))
return
}
// issue #69 allow custom model names to be sent to upstream
useModelName := pm.config.Models[realModelName].UseModelName
if useModelName != "" {
bodyBytes, err = sjson.SetBytes(bodyBytes, "model", useModelName)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error rewriting model name in JSON: %s", err.Error()))
return
}
}
// issue #174 strip parameters from the JSON body
stripParams, err := pm.config.Models[realModelName].Filters.SanitizedStripParams()
if err != nil { // just log it and continue
pm.proxyLogger.Errorf("Error sanitizing strip params string: %s, %s", pm.config.Models[realModelName].Filters.StripParams, err.Error())
} else {
for _, param := range stripParams {
pm.proxyLogger.Debugf("<%s> stripping param: %s", realModelName, param)
bodyBytes, err = sjson.DeleteBytes(bodyBytes, param)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error deleting parameter %s from request", param))
return
}
}
}
c.Request.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
// dechunk it as we already have all the body bytes see issue #11
c.Request.Header.Del("transfer-encoding")
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
}
}
func (pm *ProxyManager) proxyOAIPostFormHandler(c *gin.Context) {
// Parse multipart form
if err := c.Request.ParseMultipartForm(32 << 20); err != nil { // 32MB max memory, larger files go to tmp disk
pm.sendErrorResponse(c, http.StatusBadRequest, fmt.Sprintf("error parsing multipart form: %s", err.Error()))
return
}
// Get model parameter from the form
requestedModel := c.Request.FormValue("model")
if requestedModel == "" {
pm.sendErrorResponse(c, http.StatusBadRequest, "missing or invalid 'model' parameter in form data")
return
}
processGroup, realModelName, err := pm.swapProcessGroup(requestedModel)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error swapping process group: %s", err.Error()))
return
}
// We need to reconstruct the multipart form in any case since the body is consumed
// Create a new buffer for the reconstructed request
var requestBuffer bytes.Buffer
multipartWriter := multipart.NewWriter(&requestBuffer)
// Copy all form values
for key, values := range c.Request.MultipartForm.Value {
for _, value := range values {
fieldValue := value
// If this is the model field and we have a profile, use just the model name
if key == "model" {
// # issue #69 allow custom model names to be sent to upstream
useModelName := pm.config.Models[realModelName].UseModelName
if useModelName != "" {
fieldValue = useModelName
} else {
fieldValue = requestedModel
}
}
field, err := multipartWriter.CreateFormField(key)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error recreating form field")
return
}
if _, err = field.Write([]byte(fieldValue)); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error writing form field")
return
}
}
}
// Copy all files from the original request
for key, fileHeaders := range c.Request.MultipartForm.File {
for _, fileHeader := range fileHeaders {
formFile, err := multipartWriter.CreateFormFile(key, fileHeader.Filename)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error recreating form file")
return
}
file, err := fileHeader.Open()
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error opening uploaded file")
return
}
if _, err = io.Copy(formFile, file); err != nil {
file.Close()
pm.sendErrorResponse(c, http.StatusInternalServerError, "error copying file data")
return
}
file.Close()
}
}
// Close the multipart writer to finalize the form
if err := multipartWriter.Close(); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error finalizing multipart form")
return
}
// Create a new request with the reconstructed form data
modifiedReq, err := http.NewRequestWithContext(
c.Request.Context(),
c.Request.Method,
c.Request.URL.String(),
&requestBuffer,
)
if err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, "error creating modified request")
return
}
// Copy the headers from the original request
modifiedReq.Header = c.Request.Header.Clone()
modifiedReq.Header.Set("Content-Type", multipartWriter.FormDataContentType())
// set the content length of the body
modifiedReq.Header.Set("Content-Length", strconv.Itoa(requestBuffer.Len()))
modifiedReq.ContentLength = int64(requestBuffer.Len())
// Use the modified request for proxying
if err := processGroup.ProxyRequest(realModelName, c.Writer, modifiedReq); 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
}
}
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)
}
}
func (pm *ProxyManager) unloadAllModelsHandler(c *gin.Context) {
pm.StopProcesses(StopImmediately)
c.String(http.StatusOK, "OK")
}
func (pm *ProxyManager) listRunningProcessesHandler(context *gin.Context) {
context.Header("Content-Type", "application/json")
runningProcesses := make([]gin.H, 0) // Default to an empty response.
for _, processGroup := range pm.processGroups {
for _, process := range processGroup.processes {
if process.CurrentState() == StateReady {
runningProcesses = append(runningProcesses, gin.H{
"model": process.ID,
"state": process.state,
})
}
}
}
// Put the results under the `running` key.
response := gin.H{
"running": runningProcesses,
}
context.JSON(http.StatusOK, response) // Always return 200 OK
}
func (pm *ProxyManager) findGroupByModelName(modelName string) *ProcessGroup {
for _, group := range pm.processGroups {
if group.HasMember(modelName) {
return group
}
}
return nil
}
+229
View File
@@ -0,0 +1,229 @@
package proxy
import (
"context"
"encoding/json"
"fmt"
"net/http"
"sort"
"strings"
"github.com/gin-gonic/gin"
"github.com/mostlygeek/llama-swap/event"
)
type Model struct {
Id string `json:"id"`
Name string `json:"name"`
Description string `json:"description"`
State string `json:"state"`
Unlisted bool `json:"unlisted"`
}
func addApiHandlers(pm *ProxyManager) {
// Add API endpoints for React to consume
apiGroup := pm.ginEngine.Group("/api")
{
apiGroup.POST("/models/unload", pm.apiUnloadAllModels)
apiGroup.POST("/models/unload/*model", pm.apiUnloadSingleModelHandler)
apiGroup.GET("/events", pm.apiSendEvents)
apiGroup.GET("/metrics", pm.apiGetMetrics)
}
}
func (pm *ProxyManager) apiUnloadAllModels(c *gin.Context) {
pm.StopProcesses(StopImmediately)
c.JSON(http.StatusOK, gin.H{"msg": "ok"})
}
func (pm *ProxyManager) getModelStatus() []Model {
// Extract keys and sort them
models := []Model{}
modelIDs := make([]string, 0, len(pm.config.Models))
for modelID := range pm.config.Models {
modelIDs = append(modelIDs, modelID)
}
sort.Strings(modelIDs)
// Iterate over sorted keys
for _, modelID := range modelIDs {
// Get process state
processGroup := pm.findGroupByModelName(modelID)
state := "unknown"
if processGroup != nil {
process := processGroup.processes[modelID]
if process != nil {
var stateStr string
switch process.CurrentState() {
case StateReady:
stateStr = "ready"
case StateStarting:
stateStr = "starting"
case StateStopping:
stateStr = "stopping"
case StateShutdown:
stateStr = "shutdown"
case StateStopped:
stateStr = "stopped"
default:
stateStr = "unknown"
}
state = stateStr
}
}
models = append(models, Model{
Id: modelID,
Name: pm.config.Models[modelID].Name,
Description: pm.config.Models[modelID].Description,
State: state,
Unlisted: pm.config.Models[modelID].Unlisted,
})
}
return models
}
type messageType string
const (
msgTypeModelStatus messageType = "modelStatus"
msgTypeLogData messageType = "logData"
msgTypeMetrics messageType = "metrics"
)
type messageEnvelope struct {
Type messageType `json:"type"`
Data string `json:"data"`
}
// sends a stream of different message types that happen on the server
func (pm *ProxyManager) apiSendEvents(c *gin.Context) {
c.Header("Content-Type", "text/event-stream")
c.Header("Cache-Control", "no-cache")
c.Header("Connection", "keep-alive")
c.Header("X-Content-Type-Options", "nosniff")
// prevent nginx from buffering SSE
c.Header("X-Accel-Buffering", "no")
sendBuffer := make(chan messageEnvelope, 25)
ctx, cancel := context.WithCancel(c.Request.Context())
sendModels := func() {
data, err := json.Marshal(pm.getModelStatus())
if err == nil {
msg := messageEnvelope{Type: msgTypeModelStatus, Data: string(data)}
select {
case sendBuffer <- msg:
case <-ctx.Done():
return
default:
}
}
}
sendLogData := func(source string, data []byte) {
data, err := json.Marshal(gin.H{
"source": source,
"data": string(data),
})
if err == nil {
select {
case sendBuffer <- messageEnvelope{Type: msgTypeLogData, Data: string(data)}:
case <-ctx.Done():
return
default:
}
}
}
sendMetrics := func(metrics []TokenMetrics) {
jsonData, err := json.Marshal(metrics)
if err == nil {
select {
case sendBuffer <- messageEnvelope{Type: msgTypeMetrics, Data: string(jsonData)}:
case <-ctx.Done():
return
default:
}
}
}
/**
* Send updated models list
*/
defer event.On(func(e ProcessStateChangeEvent) {
sendModels()
})()
defer event.On(func(e ConfigFileChangedEvent) {
sendModels()
})()
/**
* Send Log data
*/
defer pm.proxyLogger.OnLogData(func(data []byte) {
sendLogData("proxy", data)
})()
defer pm.upstreamLogger.OnLogData(func(data []byte) {
sendLogData("upstream", data)
})()
/**
* Send Metrics data
*/
defer event.On(func(e TokenMetricsEvent) {
sendMetrics([]TokenMetrics{e.Metrics})
})()
// send initial batch of data
sendLogData("proxy", pm.proxyLogger.GetHistory())
sendLogData("upstream", pm.upstreamLogger.GetHistory())
sendModels()
sendMetrics(pm.metricsMonitor.GetMetrics())
for {
select {
case <-c.Request.Context().Done():
cancel()
return
case <-pm.shutdownCtx.Done():
cancel()
return
case msg := <-sendBuffer:
c.SSEvent("message", msg)
c.Writer.Flush()
}
}
}
func (pm *ProxyManager) apiGetMetrics(c *gin.Context) {
jsonData, err := pm.metricsMonitor.GetMetricsJSON()
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": "failed to get metrics"})
return
}
c.Data(http.StatusOK, "application/json", jsonData)
}
func (pm *ProxyManager) apiUnloadSingleModelHandler(c *gin.Context) {
requestedModel := strings.TrimPrefix(c.Param("model"), "/")
realModelName, found := pm.config.RealModelName(requestedModel)
if !found {
pm.sendErrorResponse(c, http.StatusNotFound, "Model not found")
return
}
processGroup := pm.findGroupByModelName(realModelName)
if processGroup == nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("process group not found for model %s", requestedModel))
return
}
if err := processGroup.StopProcess(realModelName, StopImmediately); err != nil {
pm.sendErrorResponse(c, http.StatusInternalServerError, fmt.Sprintf("error stopping process: %s", err.Error()))
return
} else {
c.String(http.StatusOK, "OK")
}
}
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package proxy
import (
"context"
"fmt"
"net/http"
"strings"
"github.com/gin-gonic/gin"
)
func (pm *ProxyManager) sendLogsHandlers(c *gin.Context) {
accept := c.GetHeader("Accept")
if strings.Contains(accept, "text/html") {
c.Redirect(http.StatusFound, "/ui/")
} else {
c.Header("Content-Type", "text/plain")
history := pm.muxLogger.GetHistory()
_, err := c.Writer.Write(history)
if err != nil {
c.AbortWithError(http.StatusInternalServerError, err)
return
}
}
}
func (pm *ProxyManager) streamLogsHandler(c *gin.Context) {
c.Header("Content-Type", "text/plain")
c.Header("Transfer-Encoding", "chunked")
c.Header("X-Content-Type-Options", "nosniff")
// prevent nginx from buffering streamed logs
c.Header("X-Accel-Buffering", "no")
logMonitorId := c.Param("logMonitorID")
logger, err := pm.getLogger(logMonitorId)
if err != nil {
c.String(http.StatusBadRequest, err.Error())
return
}
flusher, ok := c.Writer.(http.Flusher)
if !ok {
c.AbortWithError(http.StatusInternalServerError, fmt.Errorf("streaming unsupported"))
return
}
_, skipHistory := c.GetQuery("no-history")
// Send history first if not skipped
if !skipHistory {
history := logger.GetHistory()
if len(history) != 0 {
c.Writer.Write(history)
flusher.Flush()
}
}
sendChan := make(chan []byte, 10)
ctx, cancel := context.WithCancel(c.Request.Context())
defer logger.OnLogData(func(data []byte) {
select {
case sendChan <- data:
case <-ctx.Done():
return
default:
}
})()
for {
select {
case <-c.Request.Context().Done():
cancel()
return
case <-pm.shutdownCtx.Done():
cancel()
return
case data := <-sendChan:
c.Writer.Write(data)
flusher.Flush()
}
}
}
// getLogger searches for the appropriate logger based on the logMonitorId
func (pm *ProxyManager) getLogger(logMonitorId string) (*LogMonitor, error) {
var logger *LogMonitor
if logMonitorId == "" {
// maintain the default
logger = pm.muxLogger
} else if logMonitorId == "proxy" {
logger = pm.proxyLogger
} else if logMonitorId == "upstream" {
logger = pm.upstreamLogger
} else {
return nil, fmt.Errorf("invalid logger. Use 'proxy' or 'upstream'")
}
return logger, nil
}
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package proxy
import (
"strings"
)
func isTokenChar(r rune) bool {
switch {
case r >= 'a' && r <= 'z':
case r >= 'A' && r <= 'Z':
case r >= '0' && r <= '9':
case strings.ContainsRune("!#$%&'*+-.^_`|~", r):
default:
return false
}
return true
}
func SanitizeAccessControlRequestHeaderValues(headerValues string) string {
parts := strings.Split(headerValues, ",")
valid := make([]string, 0, len(parts))
for _, p := range parts {
v := strings.TrimSpace(p)
if v == "" {
continue
}
validPart := true
for _, c := range v {
if !isTokenChar(c) {
validPart = false
break
}
}
if validPart {
valid = append(valid, v)
}
}
return strings.Join(valid, ", ")
}
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package proxy
import "testing"
func TestSanitizeAccessControlRequestHeaderValues(t *testing.T) {
tests := []struct {
name string
input string
expected string
}{
{
name: "empty string",
input: "",
expected: "",
},
{
name: "whitespace only",
input: " ",
expected: "",
},
{
name: "single valid value",
input: "content-type",
expected: "content-type",
},
{
name: "multiple valid values",
input: "content-type, authorization, x-requested-with",
expected: "content-type, authorization, x-requested-with",
},
{
name: "values with extra spaces",
input: " content-type , authorization ",
expected: "content-type, authorization",
},
{
name: "values with tabs",
input: "content-type,\tauthorization",
expected: "content-type, authorization",
},
{
name: "values with invalid characters",
input: "content-type, auth\n, x-requested-with\r",
expected: "content-type, auth, x-requested-with",
},
{
name: "empty values in list",
input: "content-type,,authorization",
expected: "content-type, authorization",
},
{
name: "leading and trailing commas",
input: ",content-type,authorization,",
expected: "content-type, authorization",
},
{
name: "mixed valid and invalid values",
input: "content-type, \x00invalid, x-requested-with",
expected: "content-type, x-requested-with",
},
{
name: "mixed case values",
input: "Content-Type, my-Valid-Header, Another-hEader",
expected: "Content-Type, my-Valid-Header, Another-hEader",
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
got := SanitizeAccessControlRequestHeaderValues(tt.input)
if got != tt.expected {
t.Errorf("SanitizeAccessControlRequestHeaderValues(%q) = %q, want %q",
tt.input, got, tt.expected)
}
})
}
}
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package proxy
import (
"embed"
"io/fs"
"net/http"
)
//go:embed ui_dist
var reactStaticFS embed.FS
// GetReactFS returns the embedded React filesystem
func GetReactFS() (http.FileSystem, error) {
subFS, err := fs.Sub(reactStaticFS, "ui_dist")
if err != nil {
return nil, err
}
return http.FS(subFS), nil
}
// GetReactIndexHTML returns the main index.html for the React app
func GetReactIndexHTML() ([]byte, error) {
return reactStaticFS.ReadFile("ui_dist/index.html")
}
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#!/bin/sh
# This script installs llama-swap on Linux.
# It detects the current operating system architecture and installs the appropriate version of llama-swap.
set -eu
LLAMA_SWAP_DEFAULT_ADDRESS=${LLAMA_SWAP_DEFAULT_ADDRESS:-"127.0.0.1:8080"}
red="$( (/usr/bin/tput bold || :; /usr/bin/tput setaf 1 || :) 2>&-)"
plain="$( (/usr/bin/tput sgr0 || :) 2>&-)"
status() { echo ">>> $*" >&2; }
error() { echo "${red}ERROR:${plain} $*"; exit 1; }
warning() { echo "${red}WARNING:${plain} $*"; }
available() { command -v "$1" >/dev/null; }
require() {
_MISSING=''
for TOOL in "$@"; do
if ! available "$TOOL"; then
_MISSING="$_MISSING $TOOL"
fi
done
echo "$_MISSING"
}
SUDO=
if [ "$(id -u)" -ne 0 ]; then
if ! available sudo; then
error "This script requires superuser permissions. Please re-run as root."
fi
SUDO="sudo"
fi
NEEDS=$(require tee tar python3 mktemp)
if [ -n "$NEEDS" ]; then
status "ERROR: The following tools are required but missing:"
for NEED in $NEEDS; do
echo " - $NEED"
done
exit 1
fi
[ "$(uname -s)" = "Linux" ] || error 'This script is intended to run on Linux only.'
ARCH=$(uname -m)
case "$ARCH" in
x86_64) ARCH="amd64" ;;
aarch64|arm64) ARCH="arm64" ;;
*) error "Unsupported architecture: $ARCH" ;;
esac
IS_WSL2=false
KERN=$(uname -r)
case "$KERN" in
*icrosoft*WSL2 | *icrosoft*wsl2) IS_WSL2=true;;
*icrosoft) error "Microsoft WSL1 is not currently supported. Please use WSL2 with 'wsl --set-version <distro> 2'" ;;
*) ;;
esac
download_binary() {
ASSET_NAME="linux_$ARCH"
TMPDIR=$(mktemp -d)
trap 'rm -rf "${TMPDIR}"' EXIT INT TERM HUP
PYTHON_SCRIPT=$(cat <<EOF
import os
import json
import sys
import urllib.request
ASSET_NAME = "${ASSET_NAME}"
with urllib.request.urlopen("https://api.github.com/repos/mostlygeek/llama-swap/releases/latest") as resp:
data = json.load(resp)
for asset in data.get("assets", []):
if ASSET_NAME in asset.get("name", ""):
url = asset["browser_download_url"]
break
else:
print("ERROR: Matching asset not found.", file=sys.stderr)
exit(1)
print("Downloading:", url, file=sys.stderr)
output_path = os.path.join("${TMPDIR}", "llama-swap.tar.gz")
urllib.request.urlretrieve(url, output_path)
print(output_path)
EOF
)
TARFILE=$(python3 -c "$PYTHON_SCRIPT")
if [ ! -f "$TARFILE" ]; then
error "Failed to download binary."
fi
status "Extracting to /usr/local/bin"
$SUDO tar -xzf "$TARFILE" -C /usr/local/bin llama-swap
}
download_binary
configure_systemd() {
if ! id llama-swap >/dev/null 2>&1; then
status "Creating llama-swap user..."
$SUDO useradd -r -s /bin/false -U -m -d /usr/share/llama-swap llama-swap
fi
if getent group render >/dev/null 2>&1; then
status "Adding llama-swap user to render group..."
$SUDO usermod -a -G render llama-swap
fi
if getent group video >/dev/null 2>&1; then
status "Adding llama-swap user to video group..."
$SUDO usermod -a -G video llama-swap
fi
if getent group docker >/dev/null 2>&1; then
status "Adding llama-swap user to docker group..."
$SUDO usermod -a -G docker llama-swap
fi
status "Adding current user to llama-swap group..."
$SUDO usermod -a -G llama-swap "$(whoami)"
if [ ! -f "/usr/share/llama-swap/config.yaml" ]; then
status "Creating default config.yaml..."
cat <<EOF | $SUDO -u llama-swap tee /usr/share/llama-swap/config.yaml >/dev/null
# default 15s likely to fail for default models due to downloading models
healthCheckTimeout: 60
models:
"qwen2.5":
cmd: |
docker run
--rm
-p \${PORT}:8080
--name qwen2.5
ghcr.io/ggml-org/llama.cpp:server
-hf bartowski/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M
cmdStop: docker stop qwen2.5
"smollm2":
cmd: |
docker run
--rm
-p \${PORT}:8080
--name smollm2
ghcr.io/ggml-org/llama.cpp:server
-hf bartowski/SmolLM2-135M-Instruct-GGUF:Q4_K_M
cmdStop: docker stop smollm2
EOF
fi
status "Creating llama-swap systemd service..."
cat <<EOF | $SUDO tee /etc/systemd/system/llama-swap.service >/dev/null
[Unit]
Description=llama-swap
After=network.target
[Service]
User=llama-swap
Group=llama-swap
# set this to match your environment
ExecStart=/usr/local/bin/llama-swap --config /usr/share/llama-swap/config.yaml --watch-config -listen ${LLAMA_SWAP_DEFAULT_ADDRESS}
Restart=on-failure
RestartSec=3
StartLimitBurst=3
StartLimitInterval=30
[Install]
WantedBy=multi-user.target
EOF
SYSTEMCTL_RUNNING="$(systemctl is-system-running || true)"
case $SYSTEMCTL_RUNNING in
running|degraded)
status "Enabling and starting llama-swap service..."
$SUDO systemctl daemon-reload
$SUDO systemctl enable llama-swap
start_service() { $SUDO systemctl restart llama-swap; }
trap start_service EXIT
;;
*)
warning "systemd is not running"
if [ "$IS_WSL2" = true ]; then
warning "see https://learn.microsoft.com/en-us/windows/wsl/systemd#how-to-enable-systemd to enable it"
fi
;;
esac
}
if available systemctl; then
configure_systemd
fi
install_success() {
status "The llama-swap API is now available at http://${LLAMA_SWAP_DEFAULT_ADDRESS}"
status 'Customize the config file at /usr/share/llama-swap/config.yaml.'
status 'Install complete.'
}
# WSL2 only supports GPUs via nvidia passthrough
# so check for nvidia-smi to determine if GPU is available
if [ "$IS_WSL2" = true ]; then
if available nvidia-smi && [ -n "$(nvidia-smi | grep -o "CUDA Version: [0-9]*\.[0-9]*")" ]; then
status "Nvidia GPU detected."
fi
exit 0
fi
install_success
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#!/bin/sh
# This script uninstalls llama-swap on Linux.
# It removes the binary, systemd service, config.yaml (optional), and llama-swap user and group.
set -eu
red="$( (/usr/bin/tput bold || :; /usr/bin/tput setaf 1 || :) 2>&-)"
plain="$( (/usr/bin/tput sgr0 || :) 2>&-)"
status() { echo ">>> $*" >&2; }
error() { echo "${red}ERROR:${plain} $*"; exit 1; }
warning() { echo "${red}WARNING:${plain} $*"; }
available() { command -v $1 >/dev/null; }
SUDO=
if [ "$(id -u)" -ne 0 ]; then
if ! available sudo; then
error "This script requires superuser permissions. Please re-run as root."
fi
SUDO="sudo"
fi
configure_systemd() {
status "Stopping llama-swap service..."
$SUDO systemctl stop llama-swap
status "Disabling llama-swap service..."
$SUDO systemctl disable llama-swap
}
if available systemctl; then
configure_systemd
fi
if available llama-swap; then
status "Removing llama-swap binary..."
$SUDO rm $(which llama-swap)
fi
if [ -f "/usr/share/llama-swap/config.yaml" ]; then
while true; do
printf "Delete config.yaml (/usr/share/llama-swap/config.yaml)? [y/N] " >&2
read answer
case "$answer" in
[Yy]* )
$SUDO rm -r /usr/share/llama-swap
break
;;
[Nn]* | "" )
break
;;
* )
echo "Invalid input. Please enter y or n."
;;
esac
done
fi
if id llama-swap >/dev/null 2>&1; then
status "Removing llama-swap user..."
$SUDO userdel llama-swap
fi
if getent group llama-swap >/dev/null 2>&1; then
status "Removing llama-swap group..."
$SUDO groupdel llama-swap
fi
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.vite
# Logs
logs
*.log
npm-debug.log*
yarn-debug.log*
yarn-error.log*
pnpm-debug.log*
lerna-debug.log*
node_modules
dist
dist-ssr
*.local
# Editor directories and files
.vscode/*
!.vscode/extensions.json
.idea
.DS_Store
*.suo
*.ntvs*
*.njsproj
*.sln
*.sw?
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# React + TypeScript + Vite
This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
Currently, two official plugins are available:
- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) for Fast Refresh
- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
## Expanding the ESLint configuration
If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
```js
export default tseslint.config({
extends: [
// Remove ...tseslint.configs.recommended and replace with this
...tseslint.configs.recommendedTypeChecked,
// Alternatively, use this for stricter rules
...tseslint.configs.strictTypeChecked,
// Optionally, add this for stylistic rules
...tseslint.configs.stylisticTypeChecked,
],
languageOptions: {
// other options...
parserOptions: {
project: ['./tsconfig.node.json', './tsconfig.app.json'],
tsconfigRootDir: import.meta.dirname,
},
},
})
```
You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
```js
// eslint.config.js
import reactX from 'eslint-plugin-react-x'
import reactDom from 'eslint-plugin-react-dom'
export default tseslint.config({
plugins: {
// Add the react-x and react-dom plugins
'react-x': reactX,
'react-dom': reactDom,
},
rules: {
// other rules...
// Enable its recommended typescript rules
...reactX.configs['recommended-typescript'].rules,
...reactDom.configs.recommended.rules,
},
})
```
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import js from '@eslint/js'
import globals from 'globals'
import reactHooks from 'eslint-plugin-react-hooks'
import reactRefresh from 'eslint-plugin-react-refresh'
import tseslint from 'typescript-eslint'
export default tseslint.config(
{ ignores: ['dist'] },
{
extends: [js.configs.recommended, ...tseslint.configs.recommended],
files: ['**/*.{ts,tsx}'],
languageOptions: {
ecmaVersion: 2020,
globals: globals.browser,
},
plugins: {
'react-hooks': reactHooks,
'react-refresh': reactRefresh,
},
rules: {
...reactHooks.configs.recommended.rules,
'react-refresh/only-export-components': [
'warn',
{ allowConstantExport: true },
],
},
},
)
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<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link rel="icon" type="image/png" href="/favicon-96x96.png" sizes="96x96" />
<link rel="icon" type="image/svg+xml" href="/favicon.svg" />
<link rel="shortcut icon" href="/favicon.ico" />
<link rel="apple-touch-icon" sizes="180x180" href="/apple-touch-icon.png" />
<link rel="manifest" href="/site.webmanifest" />
<title>llama-swap</title>
</head>
<body >
<div id="root"></div>
<script type="module" src="/src/main.tsx"></script>
</body>
</html>
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{
"name": "ui",
"private": true,
"version": "0.0.0",
"type": "module",
"scripts": {
"start": "vite",
"build": "tsc -b && vite build --emptyOutDir",
"lint": "eslint .",
"preview": "vite preview"
},
"dependencies": {
"react": "^19.1.0",
"react-dom": "^19.1.0",
"react-icons": "^5.5.0",
"react-resizable-panels": "^3.0.4",
"react-router-dom": "^7.6.2"
},
"devDependencies": {
"@eslint/js": "^9.25.0",
"@tailwindcss/vite": "^4.1.8",
"@types/react": "^19.1.2",
"@types/react-dom": "^19.1.2",
"@vitejs/plugin-react": "^4.4.1",
"eslint": "^9.25.0",
"eslint-plugin-react-hooks": "^5.2.0",
"eslint-plugin-react-refresh": "^0.4.19",
"globals": "^16.0.0",
"tailwindcss": "^4.1.8",
"typescript": "~5.8.3",
"typescript-eslint": "^8.30.1",
"vite": "^6.3.5"
}
}
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{
"name": "llama-swap",
"short_name": "llama-swap",
"icons": [
{
"src": "/web-app-manifest-192x192.png",
"sizes": "192x192",
"type": "image/png",
"purpose": "maskable"
},
{
"src": "/web-app-manifest-512x512.png",
"sizes": "512x512",
"type": "image/png",
"purpose": "maskable"
}
],
"theme_color": "#ffffff",
"background_color": "#ffffff",
"display": "standalone"
}
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#root {
max-width: 1280px;
margin: 0 auto;
padding: 2rem;
text-align: center;
}
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import { useEffect } from "react";
import { Navigate, Route, BrowserRouter as Router, Routes } from "react-router-dom";
import { Header } from "./components/Header";
import { useAPI } from "./contexts/APIProvider";
import { useTheme } from "./contexts/ThemeProvider";
import ActivityPage from "./pages/Activity";
import LogViewerPage from "./pages/LogViewer";
import ModelPage from "./pages/Models";
function App() {
const { setConnectionState } = useTheme();
const { connectionStatus } = useAPI();
// Synchronize the window.title connections state with the actual connection state
useEffect(() => {
setConnectionState(connectionStatus);
}, [connectionStatus]);
return (
<Router basename="/ui/">
<div className="flex flex-col h-screen">
<Header />
<main className="flex-1 overflow-auto p-4">
<Routes>
<Route path="/" element={<LogViewerPage />} />
<Route path="/models" element={<ModelPage />} />
<Route path="/activity" element={<ActivityPage />} />
<Route path="*" element={<Navigate to="/" replace />} />
</Routes>
</main>
</div>
</Router>
);
}
export default App;
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import { useAPI } from "../contexts/APIProvider";
import { useMemo } from "react";
const ConnectionStatusIcon = () => {
const { connectionStatus } = useAPI();
const eventStatusColor = useMemo(() => {
switch (connectionStatus) {
case "connected":
return "bg-emerald-500";
case "connecting":
return "bg-amber-500";
case "disconnected":
default:
return "bg-red-500";
}
}, [connectionStatus]);
return (
<div className="flex items-center" title={`event stream: ${connectionStatus}`}>
<span className={`inline-block w-3 h-3 rounded-full ${eventStatusColor} mr-2`}></span>
</div>
);
};
export default ConnectionStatusIcon;
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import { useCallback } from "react";
import { RiMoonFill, RiSunFill } from "react-icons/ri";
import { NavLink, type NavLinkRenderProps } from "react-router-dom";
import { useTheme } from "../contexts/ThemeProvider";
import ConnectionStatusIcon from "./ConnectionStatus";
export function Header() {
const { screenWidth, toggleTheme, isDarkMode, appTitle, setAppTitle, isNarrow } = useTheme();
const handleTitleChange = useCallback(
(newTitle: string) => {
setAppTitle(newTitle.replace(/\n/g, "").trim().substring(0, 64) || "llama-swap");
},
[setAppTitle]
);
const navLinkClass = ({ isActive }: NavLinkRenderProps) =>
`text-gray-600 hover:text-black dark:text-gray-300 dark:hover:text-gray-100 p-1 ${isActive ? "font-semibold" : ""}`;
return (
<header className={`flex items-center justify-between bg-surface border-b border-border px-4 ${isNarrow ? "py-1 h-[60px]" : "p-2 h-[75px]"}`}>
{screenWidth !== "xs" && screenWidth !== "sm" && (
<h1
contentEditable
suppressContentEditableWarning
className="p-0 outline-none hover:bg-gray-100 dark:hover:bg-gray-700 rounded"
onBlur={(e) => handleTitleChange(e.currentTarget.textContent || "(set title)")}
onKeyDown={(e) => {
if (e.key === "Enter") {
e.preventDefault();
handleTitleChange(e.currentTarget.textContent || "(set title)");
e.currentTarget.blur();
}
}}
>
{appTitle}
</h1>
)}
<menu className="flex items-center gap-4">
<NavLink to="/" className={navLinkClass} type="button">
Logs
</NavLink>
<NavLink to="/models" className={navLinkClass} type="button">
Models
</NavLink>
<NavLink to="/activity" className={navLinkClass} type="button">
Activity
</NavLink>
<button className="" onClick={toggleTheme}>
{isDarkMode ? <RiMoonFill /> : <RiSunFill />}
</button>
<ConnectionStatusIcon />
</menu>
</header>
);
}
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import { createContext, useState, useContext, useEffect, useCallback, useMemo, type ReactNode } from "react";
import type { ConnectionState } from "../lib/types";
type ModelStatus = "ready" | "starting" | "stopping" | "stopped" | "shutdown" | "unknown";
const LOG_LENGTH_LIMIT = 1024 * 100; /* 100KB of log data */
export interface Model {
id: string;
state: ModelStatus;
name: string;
description: string;
unlisted: boolean;
}
interface APIProviderType {
models: Model[];
listModels: () => Promise<Model[]>;
unloadAllModels: () => Promise<void>;
unloadSingleModel: (model: string) => Promise<void>;
loadModel: (model: string) => Promise<void>;
enableAPIEvents: (enabled: boolean) => void;
proxyLogs: string;
upstreamLogs: string;
metrics: Metrics[];
connectionStatus: ConnectionState;
}
interface Metrics {
id: number;
timestamp: string;
model: string;
cache_tokens: number;
input_tokens: number;
output_tokens: number;
prompt_per_second: number;
tokens_per_second: number;
duration_ms: number;
}
interface LogData {
source: "upstream" | "proxy";
data: string;
}
interface APIEventEnvelope {
type: "modelStatus" | "logData" | "metrics";
data: string;
}
const APIContext = createContext<APIProviderType | undefined>(undefined);
type APIProviderProps = {
children: ReactNode;
autoStartAPIEvents?: boolean;
};
let apiEventSource: EventSource | null = null;
export function APIProvider({ children, autoStartAPIEvents = true }: APIProviderProps) {
const [proxyLogs, setProxyLogs] = useState("");
const [upstreamLogs, setUpstreamLogs] = useState("");
const [metrics, setMetrics] = useState<Metrics[]>([]);
const [connectionStatus, setConnectionState] = useState<ConnectionState>("disconnected");
//const apiEventSource = useRef<EventSource | null>(null);
const [models, setModels] = useState<Model[]>([]);
const appendLog = useCallback((newData: string, setter: React.Dispatch<React.SetStateAction<string>>) => {
setter((prev) => {
const updatedLog = prev + newData;
return updatedLog.length > LOG_LENGTH_LIMIT ? updatedLog.slice(-LOG_LENGTH_LIMIT) : updatedLog;
});
}, []);
const enableAPIEvents = useCallback((enabled: boolean) => {
if (!enabled) {
apiEventSource?.close();
apiEventSource = null;
setMetrics([]);
return;
}
let retryCount = 0;
const initialDelay = 1000; // 1 second
const connect = () => {
apiEventSource?.close();
apiEventSource = new EventSource("/api/events");
setConnectionState("connecting");
apiEventSource.onopen = () => {
// clear everything out on connect to keep things in sync
setProxyLogs("");
setUpstreamLogs("");
setMetrics([]); // clear metrics on reconnect
setModels([]); // clear models on reconnect
retryCount = 0;
setConnectionState("connected");
};
apiEventSource.onmessage = (e: MessageEvent) => {
try {
const message = JSON.parse(e.data) as APIEventEnvelope;
switch (message.type) {
case "modelStatus":
{
const models = JSON.parse(message.data) as Model[];
// sort models by name and id
models.sort((a, b) => {
return (a.name + a.id).localeCompare(b.name + b.id);
});
setModels(models);
}
break;
case "logData":
const logData = JSON.parse(message.data) as LogData;
switch (logData.source) {
case "proxy":
appendLog(logData.data, setProxyLogs);
break;
case "upstream":
appendLog(logData.data, setUpstreamLogs);
break;
}
break;
case "metrics":
{
const newMetrics = JSON.parse(message.data) as Metrics[];
setMetrics((prevMetrics) => {
return [...newMetrics, ...prevMetrics];
});
}
break;
}
} catch (err) {
console.error(e.data, err);
}
};
apiEventSource.onerror = () => {
apiEventSource?.close();
retryCount++;
const delay = Math.min(initialDelay * Math.pow(2, retryCount - 1), 5000);
setConnectionState("disconnected");
setTimeout(connect, delay);
};
};
connect();
}, []);
useEffect(() => {
if (autoStartAPIEvents) {
enableAPIEvents(true);
}
return () => {
enableAPIEvents(false);
};
}, [enableAPIEvents, autoStartAPIEvents]);
const listModels = useCallback(async (): Promise<Model[]> => {
try {
const response = await fetch("/api/models/");
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const data = await response.json();
return data || [];
} catch (error) {
console.error("Failed to fetch models:", error);
return []; // Return empty array as fallback
}
}, []);
const unloadAllModels = useCallback(async () => {
try {
const response = await fetch(`/api/models/unload`, {
method: "POST",
});
if (!response.ok) {
throw new Error(`Failed to unload models: ${response.status}`);
}
} catch (error) {
console.error("Failed to unload models:", error);
throw error; // Re-throw to let calling code handle it
}
}, []);
const unloadSingleModel = useCallback(async (model: string) => {
try {
const response = await fetch(`/api/models/unload/${model}`, {
method: "POST",
});
if (!response.ok) {
throw new Error(`Failed to unload model: ${response.status}`);
}
} catch (error) {
console.error("Failed to unload model", model, error);
throw error;
}
}, []);
const loadModel = useCallback(async (model: string) => {
try {
const response = await fetch(`/upstream/${model}/`, {
method: "GET",
});
if (!response.ok) {
throw new Error(`Failed to load model: ${response.status}`);
}
} catch (error) {
console.error("Failed to load model:", error);
throw error; // Re-throw to let calling code handle it
}
}, []);
const value = useMemo(
() => ({
models,
listModels,
unloadAllModels,
unloadSingleModel,
loadModel,
enableAPIEvents,
proxyLogs,
upstreamLogs,
metrics,
connectionStatus,
}),
[models, listModels, unloadAllModels, loadModel, enableAPIEvents, proxyLogs, upstreamLogs, metrics]
);
return <APIContext.Provider value={value}>{children}</APIContext.Provider>;
}
export function useAPI() {
const context = useContext(APIContext);
if (context === undefined) {
throw new Error("useAPI must be used within an APIProvider");
}
return context;
}
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import { createContext, useContext, useEffect, type ReactNode, useMemo, useState } from "react";
import { usePersistentState } from "../hooks/usePersistentState";
import type { ConnectionState } from "../lib/types";
type ScreenWidth = "xs" | "sm" | "md" | "lg" | "xl" | "2xl";
type ThemeContextType = {
isDarkMode: boolean;
screenWidth: ScreenWidth;
isNarrow: boolean;
toggleTheme: () => void;
// for managing the window title and connection state information
appTitle: string;
setAppTitle: (title: string) => void;
setConnectionState: (state: ConnectionState) => void;
};
const ThemeContext = createContext<ThemeContextType | undefined>(undefined);
type ThemeProviderProps = {
children: ReactNode;
};
export function ThemeProvider({ children }: ThemeProviderProps) {
const [appTitle, setAppTitle] = usePersistentState("app-title", "llama-swap");
const [connectionState, setConnectionState] = useState<ConnectionState>("disconnected");
/**
* Set the document.title with informative information
*/
useEffect(() => {
const connectionIcon = connectionState === "connecting" ? "🟡" : connectionState === "connected" ? "🟢" : "🔴";
document.title = connectionIcon + " " + appTitle; // Set initial title
}, [appTitle, connectionState]);
const [isDarkMode, setIsDarkMode] = usePersistentState<boolean>("theme", false);
const [screenWidth, setScreenWidth] = useState<ScreenWidth>("md"); // Default to md
// matches tailwind classes
// https://tailwindcss.com/docs/responsive-design
useEffect(() => {
const checkInnerWidth = () => {
const innerWidth = window.innerWidth;
if (innerWidth < 640) {
setScreenWidth("xs");
} else if (innerWidth < 768) {
setScreenWidth("sm");
} else if (innerWidth < 1024) {
setScreenWidth("md");
} else if (innerWidth < 1280) {
setScreenWidth("lg");
} else if (innerWidth < 1536) {
setScreenWidth("xl");
} else {
setScreenWidth("2xl");
}
};
checkInnerWidth();
window.addEventListener("resize", checkInnerWidth);
return () => window.removeEventListener("resize", checkInnerWidth);
}, []);
useEffect(() => {
document.documentElement.setAttribute("data-theme", isDarkMode ? "dark" : "light");
}, [isDarkMode]);
const toggleTheme = () => setIsDarkMode((prev) => !prev);
const isNarrow = useMemo(() => {
return screenWidth === "xs" || screenWidth === "sm" || screenWidth === "md";
}, [screenWidth]);
return (
<ThemeContext.Provider
value={{
isDarkMode,
toggleTheme,
screenWidth,
isNarrow,
appTitle,
setAppTitle,
setConnectionState,
}}
>
{children}
</ThemeContext.Provider>
);
}
export function useTheme(): ThemeContextType {
const context = useContext(ThemeContext);
if (context === undefined) {
throw new Error("useTheme must be used within a ThemeProvider");
}
return context;
}
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import { useState, useEffect, useCallback } from "react";
export function usePersistentState<T>(key: string, initialValue: T): [T, (value: T | ((prevState: T) => T)) => void] {
const [state, setState] = useState<T>(() => {
if (typeof window === "undefined") return initialValue;
try {
const saved = localStorage.getItem(key);
return saved !== null ? JSON.parse(saved) : initialValue;
} catch (e) {
console.error(`Error parsing stored value for ${key}`, e);
return initialValue;
}
});
const setPersistentState = useCallback(
(value: T | ((prevState: T) => T)) => {
setState((prev) => {
const nextValue = typeof value === "function" ? (value as (prevState: T) => T)(prev) : value;
try {
localStorage.setItem(key, JSON.stringify(nextValue));
} catch (e) {
console.error(`Error saving value for ${key}`, e);
}
return nextValue;
});
},
[key]
);
useEffect(() => {
try {
localStorage.setItem(key, JSON.stringify(state));
} catch (e) {
console.error(`Error saving value for ${key}`, e);
}
}, [key, state]);
return [state, setPersistentState];
}
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@import "tailwindcss";
@custom-variant dark (&:where([data-theme=dark], [data-theme=dark] *));
@theme {
--color-background: rgba(252, 252, 249, 1);
--color-surface: rgba(255, 255, 253, 1);
/* text colors */
--color-txtmain: rgba(19, 52, 59, 1);
--color-txtsecondary: rgba(98, 108, 113, 1);
--color-navlink-active: rgba(245, 245, 245, 1);
--color-primary: rgba(50, 184, 198, 1);
--color-primary-hover: rgba(29, 116, 128, 1);
--color-primary-active: rgba(26, 104, 115, 1);
--color-secondary: rgba(94, 82, 64, 0.12);
--color-secondary-hover: rgba(94, 82, 64, 0.2);
--color-secondary-active: rgba(94, 82, 64, 0.25);
--color-border: rgba(94, 82, 64, 0.3);
--color-btn-primary-text: rgba(252, 252, 249, 1);
--color-card-border: rgba(94, 82, 64, 0.12);
--color-card-border-inner: rgba(94, 82, 64, 0.12);
--color-error: rgba(192, 21, 47, 1);
--color-success: rgba(33, 128, 141, 1);
--color-warning: rgb(244, 155, 0);
--color-info: rgba(98, 108, 113, 1);
--color-focus-ring: rgba(33, 128, 141, 0.4);
--color-select-caret: rgba(19, 52, 59, 0.8);
--color-btn-border: rgba(94, 82, 64, 0.7);
}
@layer theme {
/* over ride theme for dark mode */
[data-theme="dark"] {
--color-background: rgba(31, 33, 33, 1);
--color-surface: rgba(38, 40, 40, 1);
/* text colors */
--color-txtmain: rgba(245, 245, 245, 1);
--color-txtsecondary: rgba(167, 169, 169, 0.7);
--color-navlink-active: rgba(245, 245, 245, 1);
--color-primary: rgba(33, 128, 141, 1);
--color-primary-hover: rgba(45, 166, 178, 1);
--color-primary-active: rgba(41, 150, 161, 1);
--color-secondary: rgba(119, 124, 124, 0.15);
--color-secondary-hover: rgba(119, 124, 124, 0.25);
--color-secondary-active: rgba(119, 124, 124, 0.3);
--color-border: rgba(119, 124, 124, 0.3);
--color-error: rgba(255, 84, 89, 1);
--color-success: rgba(50, 184, 198, 1);
--color-warning: rgb(244, 155, 0);
--color-info: rgba(167, 169, 169, 1);
--color-focus-ring: rgba(50, 184, 198, 0.4);
--color-btn-primary-text: rgba(19, 52, 59, 1);
--color-card-border: rgba(119, 124, 124, 0.2);
--color-card-border-inner: rgba(119, 124, 124, 0.15);
--shadow-inset-sm: inset 0 1px 0 rgba(255, 255, 255, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.15);
--button-border-secondary: rgba(119, 124, 124, 0.2);
}
}
@layer base {
body {
/* example of how colors using theme colors*/
@apply bg-background text-txtmain;
}
h1 {
@apply text-4xl text-txtmain font-bold pb-4;
}
h2 {
@apply text-3xl text-txtmain font-bold pb-4;
}
h3 {
@apply text-2xl text-txtmain font-bold pb-4;
}
h4 {
@apply text-xl text-txtmain font-bold pb-4;
}
h5 {
@apply text-lg text-txtmain font-bold pb-4;
}
h6 {
@apply text-base text-txtmain font-bold pb-4;
}
}
/* define CSS classes here for specific types of components */
@layer components {
.container {
@apply px-4;
}
/* Tables */
table th {
@apply p-2 font-semibold;
}
table td {
@apply p-2;
}
/* Navigation Header */
.navlink {
@apply text-txtsecondary hover:bg-secondary hover:text-txtmain rounded-lg p-2;
}
.navlink.active {
@apply bg-primary text-navlink-active;
}
/* Card component */
.card {
@apply bg-surface rounded-lg border border-card-border shadow-sm overflow-hidden p-4;
}
.card:hover {
@apply shadow-md;
}
.card__body {
@apply p-4;
}
.card__header,
.card__footer {
@apply p-4 border-b border-card-border-inner;
}
/* Status Badges */
.status {
@apply inline-block px-2 py-1 text-xs font-medium rounded-lg;
}
.status--ready {
@apply bg-success/10 text-success;
}
.status--starting,
.status--stopping {
@apply bg-warning/10 text-warning;
}
.status--stopped {
@apply bg-error/10 text-error;
}
/* Buttons */
.btn {
@apply bg-surface py-2 px-4 text-sm rounded-md border transition-colors duration-200 border-btn-border;
}
.btn:hover {
cursor: pointer;
}
.btn--sm {
@apply px-2 py-0.5 text-xs;
}
.btn:disabled {
@apply opacity-50 cursor-not-allowed;
}
}
@layer utilities {
.ml-2 {
margin-left: 0.5rem;
}
.my-8 {
margin-top: 2rem;
margin-bottom: 2rem;
}
}
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export type ConnectionState = "connected" | "connecting" | "disconnected";
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import { StrictMode } from "react";
import { createRoot } from "react-dom/client";
import "./index.css";
import App from "./App.tsx";
import { ThemeProvider } from "./contexts/ThemeProvider";
import { APIProvider } from "./contexts/APIProvider";
createRoot(document.getElementById("root")!).render(
<StrictMode>
<ThemeProvider>
<APIProvider>
<App />
</APIProvider>
</ThemeProvider>
</StrictMode>
);
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import { useMemo } from "react";
import { useAPI } from "../contexts/APIProvider";
const formatSpeed = (speed: number): string => {
return speed < 0 ? "unknown" : speed.toFixed(2) + " t/s";
};
const formatDuration = (ms: number): string => {
return (ms / 1000).toFixed(2) + "s";
};
const formatRelativeTime = (timestamp: string): string => {
const now = new Date();
const date = new Date(timestamp);
const diffInSeconds = Math.floor((now.getTime() - date.getTime()) / 1000);
// Handle future dates by returning "just now"
if (diffInSeconds < 5) {
return "now";
}
if (diffInSeconds < 60) {
return `${diffInSeconds}s ago`;
}
const diffInMinutes = Math.floor(diffInSeconds / 60);
if (diffInMinutes < 60) {
return `${diffInMinutes}m ago`;
}
const diffInHours = Math.floor(diffInMinutes / 60);
if (diffInHours < 24) {
return `${diffInHours}h ago`;
}
return "a while ago";
};
const ActivityPage = () => {
const { metrics } = useAPI();
const sortedMetrics = useMemo(() => {
return [...metrics].sort((a, b) => b.id - a.id);
}, [metrics]);
return (
<div className="p-2">
<h1 className="text-2xl font-bold">Activity</h1>
{metrics.length === 0 && (
<div className="text-center py-8">
<p className="text-gray-600">No metrics data available</p>
</div>
)}
{metrics.length > 0 && (
<div className="card overflow-auto">
<table className="min-w-full divide-y">
<thead className="border-gray-200 dark:border-white/10">
<tr className="text-left text-xs uppercase tracking-wider">
<th className="px-6 py-3">ID</th>
<th className="px-6 py-3">Time</th>
<th className="px-6 py-3">Model</th>
<th className="px-6 py-3">
Cached <Tooltip content="prompt tokens from cache" />
</th>
<th className="px-6 py-3">
Prompt <Tooltip content="new prompt tokens processed" />
</th>
<th className="px-6 py-3">Generated</th>
<th className="px-6 py-3">Prompt Processing</th>
<th className="px-6 py-3">Generation Speed</th>
<th className="px-6 py-3">Duration</th>
</tr>
</thead>
<tbody className="divide-y">
{sortedMetrics.map((metric) => (
<tr key={metric.id} className="whitespace-nowrap text-sm border-gray-200 dark:border-white/10">
<td className="px-4 py-4">{metric.id + 1 /* un-zero index */}</td>
<td className="px-6 py-4">{formatRelativeTime(metric.timestamp)}</td>
<td className="px-6 py-4">{metric.model}</td>
<td className="px-6 py-4">{metric.cache_tokens > 0 ? metric.cache_tokens.toLocaleString() : "-"}</td>
<td className="px-6 py-4">{metric.input_tokens.toLocaleString()}</td>
<td className="px-6 py-4">{metric.output_tokens.toLocaleString()}</td>
<td className="px-6 py-4">{formatSpeed(metric.prompt_per_second)}</td>
<td className="px-6 py-4">{formatSpeed(metric.tokens_per_second)}</td>
<td className="px-6 py-4">{formatDuration(metric.duration_ms)}</td>
</tr>
))}
</tbody>
</table>
</div>
)}
</div>
);
};
interface TooltipProps {
content: string;
}
const Tooltip: React.FC<TooltipProps> = ({ content }) => {
return (
<div className="relative group inline-block">
<div
className="absolute top-full left-1/2 transform -translate-x-1/2 mt-2
px-3 py-2 bg-gray-900 text-white text-sm rounded-md
opacity-0 group-hover:opacity-100 transition-opacity
duration-200 pointer-events-none whitespace-nowrap z-50 normal-case"
>
{content}
<div
className="absolute bottom-full left-1/2 transform -translate-x-1/2
border-4 border-transparent border-b-gray-900"
></div>
</div>
</div>
);
};
export default ActivityPage;

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