From 4b1ee0c1701a125125a78ecde892ec7b5e903fbd Mon Sep 17 00:00:00 2001 From: Ettore Di Giacinto Date: Fri, 22 Mar 2024 21:13:11 +0100 Subject: [PATCH] feat(aio): add tests, update model definitions (#1880) --- .github/workflows/test.yml | 52 +++++++++++ Makefile | 4 + aio/cpu/speech-to-text.yaml | 4 +- aio/cpu/text-to-speech.yaml | 2 +- aio/cpu/text-to-text.yaml | 31 ++++--- aio/cpu/vision.yaml | 4 +- aio/entrypoint.sh | 4 +- aio/gpu-8g/image-gen.yaml | 2 +- aio/gpu-8g/speech-to-text.yaml | 4 +- aio/gpu-8g/text-to-speech.yaml | 4 +- aio/gpu-8g/text-to-text.yaml | 4 +- aio/gpu-8g/vision.yaml | 19 ++-- go.mod | 25 +++++- go.sum | 93 +++++++++++++++++++ tests/e2e-aio/e2e_suite_test.go | 97 ++++++++++++++++++++ tests/e2e-aio/e2e_test.go | 152 ++++++++++++++++++++++++++++++++ 16 files changed, 461 insertions(+), 40 deletions(-) create mode 100644 tests/e2e-aio/e2e_suite_test.go create mode 100644 tests/e2e-aio/e2e_test.go diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 8222508a..6d837821 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -110,6 +110,58 @@ jobs: uses: mxschmitt/action-tmate@v3 timeout-minutes: 5 + tests-aio-container: + runs-on: ubuntu-latest + steps: + - name: Release space from worker + run: | + echo "Listing top largest packages" + pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr) + head -n 30 <<< "${pkgs}" + echo + df -h + echo + sudo apt-get remove -y '^llvm-.*|^libllvm.*' || true + sudo apt-get remove --auto-remove android-sdk-platform-tools || true + sudo apt-get purge --auto-remove android-sdk-platform-tools || true + sudo rm -rf /usr/local/lib/android + sudo apt-get remove -y '^dotnet-.*|^aspnetcore-.*' || true + sudo rm -rf /usr/share/dotnet + sudo apt-get remove -y '^mono-.*' || true + sudo apt-get remove -y '^ghc-.*' || true + sudo apt-get remove -y '.*jdk.*|.*jre.*' || true + sudo apt-get remove -y 'php.*' || true + sudo apt-get remove -y hhvm powershell firefox monodoc-manual msbuild || true + sudo apt-get remove -y '^google-.*' || true + sudo apt-get remove -y azure-cli || true + sudo apt-get remove -y '^mongo.*-.*|^postgresql-.*|^mysql-.*|^mssql-.*' || true + sudo apt-get remove -y '^gfortran-.*' || true + sudo apt-get autoremove -y + sudo apt-get clean + echo + echo "Listing top largest packages" + pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr) + head -n 30 <<< "${pkgs}" + echo + sudo rm -rfv build || true + df -h + - name: Clone + uses: actions/checkout@v4 + with: + submodules: true + - name: Build images + run: | + docker build --build-arg FFMPEG=true --build-arg IMAGE_TYPE=core -t local-ai:tests -f Dockerfile . + BASE_IMAGE=local-ai:tests DOCKER_AIO_IMAGE=local-ai-aio:test make docker-aio + - name: Test + run: | + LOCALAI_MODELS_DIR=$PWD/models LOCALAI_IMAGE_TAG=test LOCALAI_IMAGE=local-ai-aio \ + make run-e2e-aio + - name: Setup tmate session if tests fail + if: ${{ failure() }} + uses: mxschmitt/action-tmate@v3 + timeout-minutes: 5 + tests-apple: runs-on: macOS-14 strategy: diff --git a/Makefile b/Makefile index 8aedf897..95af1936 100644 --- a/Makefile +++ b/Makefile @@ -353,6 +353,10 @@ run-e2e-image: ls -liah $(abspath ./tests/e2e-fixtures) docker run -p 5390:8080 -e MODELS_PATH=/models -e THREADS=1 -e DEBUG=true -d --rm -v $(TEST_DIR):/models --gpus all --name e2e-tests-$(RANDOM) localai-tests +run-e2e-aio: + @echo 'Running e2e AIO tests' + $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --flake-attempts 5 -v -r ./tests/e2e-aio + test-e2e: @echo 'Running e2e tests' BUILD_TYPE=$(BUILD_TYPE) \ diff --git a/aio/cpu/speech-to-text.yaml b/aio/cpu/speech-to-text.yaml index f7ebd217..77850d79 100644 --- a/aio/cpu/speech-to-text.yaml +++ b/aio/cpu/speech-to-text.yaml @@ -1,4 +1,4 @@ -name: whisper +name: whisper-1 backend: whisper parameters: model: ggml-whisper-base.bin @@ -10,7 +10,7 @@ usage: | ## Send the example audio file to the transcriptions endpoint curl http://localhost:8080/v1/audio/transcriptions \ -H "Content-Type: multipart/form-data" \ - -F file="@$PWD/gb1.ogg" -F model="whisper" + -F file="@$PWD/gb1.ogg" -F model="whisper-1" download_files: - filename: "ggml-whisper-base.bin" diff --git a/aio/cpu/text-to-speech.yaml b/aio/cpu/text-to-speech.yaml index 93c11403..91998e6a 100644 --- a/aio/cpu/text-to-speech.yaml +++ b/aio/cpu/text-to-speech.yaml @@ -1,4 +1,4 @@ -name: voice-en-us-amy-low +name: tts-1 download_files: - filename: voice-en-us-amy-low.tar.gz uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-en-us-amy-low.tar.gz diff --git a/aio/cpu/text-to-text.yaml b/aio/cpu/text-to-text.yaml index 7558ba9f..4fd88500 100644 --- a/aio/cpu/text-to-text.yaml +++ b/aio/cpu/text-to-text.yaml @@ -1,22 +1,25 @@ -name: gpt-3.5-turbo -context_size: 2048 -f16: true -gpu_layers: 90 +name: gpt-4 mmap: true -trimsuffix: -- "\n" parameters: - model: huggingface://TheBloke/phi-2-GGUF/phi-2.Q8_0.gguf + model: huggingface://l3utterfly/phi-2-layla-v1-chatml-gguf/phi-2-layla-v1-chatml-Q8_0.gguf template: - chat: &template |- - Instruct: {{.Input}} - Output: - completion: *template - + chat_message: | + <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}} + {{if .Content}}{{.Content}}{{end}} + <|im_end|> + chat: | + {{.Input}} + <|im_start|>assistant + completion: | + {{.Input}} +context_size: 2048 +f16: true +stopwords: +- <|im_end|> +- usage: | - To use this model, interact with the API (in another terminal) with curl for instance: curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ - "model": "phi-2", + "model": "phi-2-chat", "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}] }' diff --git a/aio/cpu/vision.yaml b/aio/cpu/vision.yaml index 3d240681..0777f715 100644 --- a/aio/cpu/vision.yaml +++ b/aio/cpu/vision.yaml @@ -4,7 +4,7 @@ f16: true gpu_layers: 90 mmap: true -name: llava +name: gpt-4-vision-preview roles: user: "USER:" @@ -36,5 +36,5 @@ download_files: usage: | curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ - "model": "llava", + "model": "gpt-4-vision-preview", "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}' diff --git a/aio/entrypoint.sh b/aio/entrypoint.sh index 8c15a5e4..b2f64f63 100755 --- a/aio/entrypoint.sh +++ b/aio/entrypoint.sh @@ -88,8 +88,8 @@ function check_vars() { detect_gpu detect_gpu_size -SIZE=${SIZE:-$GPU_SIZE} # default to cpu -MODELS=${MODELS:-/aio/${SIZE}/embeddings.yaml,/aio/${SIZE}/text-to-speech.yaml,/aio/${SIZE}/image-gen.yaml,/aio/${SIZE}/text-to-text.yaml,/aio/${SIZE}/speech-to-text.yaml,/aio/${SIZE}/vision.yaml} +SIZE="${SIZE:-$GPU_SIZE}" # default to cpu +export MODELS="${MODELS:-/aio/${SIZE}/embeddings.yaml,/aio/${SIZE}/text-to-speech.yaml,/aio/${SIZE}/image-gen.yaml,/aio/${SIZE}/text-to-text.yaml,/aio/${SIZE}/speech-to-text.yaml,/aio/${SIZE}/vision.yaml}" check_vars diff --git a/aio/gpu-8g/image-gen.yaml b/aio/gpu-8g/image-gen.yaml index 74cefc1d..9868572f 100644 --- a/aio/gpu-8g/image-gen.yaml +++ b/aio/gpu-8g/image-gen.yaml @@ -1,4 +1,4 @@ -name: dreamshaper +name: stablediffusion parameters: model: huggingface://Lykon/DreamShaper/DreamShaper_8_pruned.safetensors backend: diffusers diff --git a/aio/gpu-8g/speech-to-text.yaml b/aio/gpu-8g/speech-to-text.yaml index f7ebd217..77850d79 100644 --- a/aio/gpu-8g/speech-to-text.yaml +++ b/aio/gpu-8g/speech-to-text.yaml @@ -1,4 +1,4 @@ -name: whisper +name: whisper-1 backend: whisper parameters: model: ggml-whisper-base.bin @@ -10,7 +10,7 @@ usage: | ## Send the example audio file to the transcriptions endpoint curl http://localhost:8080/v1/audio/transcriptions \ -H "Content-Type: multipart/form-data" \ - -F file="@$PWD/gb1.ogg" -F model="whisper" + -F file="@$PWD/gb1.ogg" -F model="whisper-1" download_files: - filename: "ggml-whisper-base.bin" diff --git a/aio/gpu-8g/text-to-speech.yaml b/aio/gpu-8g/text-to-speech.yaml index 93c11403..8d875a29 100644 --- a/aio/gpu-8g/text-to-speech.yaml +++ b/aio/gpu-8g/text-to-speech.yaml @@ -1,4 +1,4 @@ -name: voice-en-us-amy-low +name: tts-1 download_files: - filename: voice-en-us-amy-low.tar.gz uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-en-us-amy-low.tar.gz @@ -10,6 +10,6 @@ usage: | To test if this model works as expected, you can use the following curl command: curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{ - "model":"voice-en-us-amy-low", + "model":"tts-1", "input": "Hi, this is a test." }' \ No newline at end of file diff --git a/aio/gpu-8g/text-to-text.yaml b/aio/gpu-8g/text-to-text.yaml index d91e057c..c6f26c07 100644 --- a/aio/gpu-8g/text-to-text.yaml +++ b/aio/gpu-8g/text-to-text.yaml @@ -1,4 +1,4 @@ -name: gpt-3.5-turbo +name: gpt-4 mmap: true parameters: model: huggingface://NousResearch/Hermes-2-Pro-Mistral-7B-GGUF/Hermes-2-Pro-Mistral-7B.Q6_K.gguf @@ -46,6 +46,6 @@ stopwords: - usage: | curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ - "model": "hermes-2-pro-mistral", + "model": "gpt-4", "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}] }' diff --git a/aio/gpu-8g/vision.yaml b/aio/gpu-8g/vision.yaml index 3d240681..02542503 100644 --- a/aio/gpu-8g/vision.yaml +++ b/aio/gpu-8g/vision.yaml @@ -4,23 +4,20 @@ f16: true gpu_layers: 90 mmap: true -name: llava +name: gpt-4-vision-preview roles: user: "USER:" assistant: "ASSISTANT:" system: "SYSTEM:" -mmproj: bakllava-mmproj.gguf +mmproj: llava-v1.6-7b-mmproj-f16.gguf parameters: - model: bakllava.gguf + model: llava-v1.6-mistral-7b.Q5_K_M.gguf temperature: 0.2 top_k: 40 top_p: 0.95 seed: -1 -mirostat: 2 -mirostat_eta: 1.0 -mirostat_tau: 1.0 template: chat: | @@ -29,12 +26,12 @@ template: ASSISTANT: download_files: -- filename: bakllava.gguf - uri: huggingface://mys/ggml_bakllava-1/ggml-model-q4_k.gguf -- filename: bakllava-mmproj.gguf - uri: huggingface://mys/ggml_bakllava-1/mmproj-model-f16.gguf +- filename: llava-v1.6-mistral-7b.Q5_K_M.gguf + uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/llava-v1.6-mistral-7b.Q5_K_M.gguf +- filename: llava-v1.6-7b-mmproj-f16.gguf + uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/mmproj-model-f16.gguf usage: | curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ - "model": "llava", + "model": "gpt-4-vision-preview", "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}' diff --git a/go.mod b/go.mod index f2c53e84..8a43df1d 100644 --- a/go.mod +++ b/go.mod @@ -25,7 +25,7 @@ require ( github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5 github.com/prometheus/client_golang v1.17.0 github.com/rs/zerolog v1.31.0 - github.com/sashabaranov/go-openai v1.16.0 + github.com/sashabaranov/go-openai v1.20.4 github.com/schollz/progressbar/v3 v3.13.1 github.com/stretchr/testify v1.8.4 github.com/tmc/langchaingo v0.0.0-20231019140956-c636b3da7701 @@ -53,21 +53,32 @@ require ( ) require ( + github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 // indirect github.com/Masterminds/goutils v1.1.1 // indirect github.com/Masterminds/semver/v3 v3.2.0 // indirect github.com/Masterminds/sprig/v3 v3.2.3 // indirect + github.com/Microsoft/go-winio v0.6.0 // indirect + github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 // indirect github.com/alecthomas/chroma v0.10.0 // indirect github.com/aymanbagabas/go-osc52 v1.0.3 // indirect github.com/aymerick/douceur v0.2.0 // indirect github.com/beorn7/perks v1.0.1 // indirect + github.com/cenkalti/backoff/v4 v4.1.3 // indirect github.com/cespare/xxhash/v2 v2.2.0 // indirect github.com/charmbracelet/glamour v0.6.0 // indirect + github.com/containerd/continuity v0.3.0 // indirect github.com/davecgh/go-spew v1.1.1 // indirect github.com/dlclark/regexp2 v1.8.1 // indirect + github.com/docker/cli v20.10.17+incompatible // indirect + github.com/docker/docker v20.10.7+incompatible // indirect + github.com/docker/go-connections v0.4.0 // indirect + github.com/docker/go-units v0.4.0 // indirect github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect github.com/go-logr/stdr v1.2.2 // indirect + github.com/gogo/protobuf v1.3.2 // indirect github.com/golang/protobuf v1.5.3 // indirect github.com/golang/snappy v0.0.2 // indirect + github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect github.com/gorilla/css v1.0.0 // indirect github.com/huandu/xstrings v1.3.3 // indirect github.com/klauspost/pgzip v1.2.5 // indirect @@ -76,26 +87,38 @@ require ( github.com/microcosm-cc/bluemonday v1.0.26 // indirect github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect github.com/mitchellh/copystructure v1.0.0 // indirect + github.com/mitchellh/mapstructure v1.5.0 // indirect github.com/mitchellh/reflectwalk v1.0.0 // indirect + github.com/moby/term v0.0.0-20201216013528-df9cb8a40635 // indirect github.com/muesli/reflow v0.3.0 // indirect github.com/muesli/termenv v0.13.0 // indirect github.com/nwaples/rardecode v1.1.0 // indirect github.com/olekukonko/tablewriter v0.0.5 // indirect + github.com/opencontainers/go-digest v1.0.0 // indirect + github.com/opencontainers/image-spec v1.0.2 // indirect + github.com/opencontainers/runc v1.1.5 // indirect + github.com/ory/dockertest/v3 v3.10.0 // indirect github.com/pierrec/lz4/v4 v4.1.2 // indirect + github.com/pkg/errors v0.9.1 // indirect github.com/pkoukk/tiktoken-go v0.1.2 // indirect github.com/pmezard/go-difflib v1.0.0 // indirect github.com/prometheus/client_model v0.4.1-0.20230718164431-9a2bf3000d16 // indirect github.com/prometheus/common v0.44.0 // indirect github.com/prometheus/procfs v0.11.1 // indirect github.com/shopspring/decimal v1.2.0 // indirect + github.com/sirupsen/logrus v1.8.1 // indirect github.com/spf13/cast v1.3.1 // indirect github.com/ulikunitz/xz v0.5.9 // indirect + github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f // indirect + github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect + github.com/xeipuuv/gojsonschema v1.2.0 // indirect github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8 // indirect github.com/yuin/goldmark v1.5.2 // indirect github.com/yuin/goldmark-emoji v1.0.1 // indirect go.opentelemetry.io/otel/sdk v1.19.0 // indirect go.opentelemetry.io/otel/trace v1.19.0 // indirect golang.org/x/crypto v0.14.0 // indirect + golang.org/x/mod v0.12.0 // indirect golang.org/x/term v0.13.0 // indirect google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d // indirect gopkg.in/fsnotify.v1 v1.4.7 // indirect diff --git a/go.sum b/go.sum index 7238ceba..bef84d57 100644 --- a/go.sum +++ b/go.sum @@ -1,3 +1,6 @@ +github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78 h1:w+iIsaOQNcT7OZ575w+acHgRric5iCyQh+xv+KJ4HB8= +github.com/Azure/go-ansiterm v0.0.0-20170929234023-d6e3b3328b78/go.mod h1:LmzpDX56iTiv29bbRTIsUNlaFfuhWRQBWjQdVyAevI8= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf h1:UgjXLcE9I+VaVz7uBIlzAnyZIXwiDlIiTWqCh159aUI= github.com/M0Rf30/go-tiny-dream v0.0.0-20231128165230-772a9c0d9aaf/go.mod h1:UOf2Mb/deUri5agct5OJ4SLWjhI+kZKbsUVUeRb24I0= github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI= @@ -6,6 +9,10 @@ github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7Y github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ= github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA= github.com/Masterminds/sprig/v3 v3.2.3/go.mod h1:rXcFaZ2zZbLRJv/xSysmlgIM1u11eBaRMhvYXJNkGuM= +github.com/Microsoft/go-winio v0.6.0 h1:slsWYD/zyx7lCXoZVlvQrj0hPTM1HI4+v1sIda2yDvg= +github.com/Microsoft/go-winio v0.6.0/go.mod h1:cTAf44im0RAYeL23bpB+fzCyDH2MJiz2BO69KH/soAE= +github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 h1:TngWCqHvy9oXAN6lEVMRuU21PR1EtLVZJmdB18Gu3Rw= +github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5/go.mod h1:lmUJ/7eu/Q8D7ML55dXQrVaamCz2vxCfdQBasLZfHKk= github.com/alecthomas/chroma v0.10.0 h1:7XDcGkCQopCNKjZHfYrNLraA+M7e0fMiJ/Mfikbfjek= github.com/alecthomas/chroma v0.10.0/go.mod h1:jtJATyUxlIORhUOFNA9NZDWGAQ8wpxQQqNSB4rjA/1s= github.com/andybalholm/brotli v1.0.1/go.mod h1:loMXtMfwqflxFJPmdbJO0a3KNoPuLBgiu3qAvBg8x/Y= @@ -17,27 +24,47 @@ github.com/aymerick/douceur v0.2.0 h1:Mv+mAeH1Q+n9Fr+oyamOlAkUNPWPlA8PPGR0QAaYuP github.com/aymerick/douceur v0.2.0/go.mod h1:wlT5vV2O3h55X9m7iVYN0TBM0NH/MmbLnd30/FjWUq4= github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= +github.com/cenkalti/backoff/v4 v4.1.3 h1:cFAlzYUlVYDysBEH2T5hyJZMh3+5+WCBvSnK6Q8UtC4= +github.com/cenkalti/backoff/v4 v4.1.3/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw= github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44= github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs= github.com/charmbracelet/glamour v0.6.0 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v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y golang.org/x/crypto v0.3.0/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4= golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc= golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4= +golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= golang.org/x/mod v0.12.0 h1:rmsUpXtvNzj340zd98LZ4KntptpfRHwpFOHG188oHXc= golang.org/x/mod v0.12.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200520004742-59133d7f0dd7/go.mod h1:qpuaurCH72eLCgpAm/N6yyVIVM9cpaDIP3A8BGJEC5A= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.0.0-20201224014010-6772e930b67b/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210428140749-89ef3d95e781/go.mod h1:OJAsFXCWl8Ukc7SiCT/9KSuxbyM7479/AVlXFRxuMCk= golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= @@ -309,23 +388,32 @@ golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190606203320-7fc4e5ec1444/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190904154756-749cb33beabd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190916202348-b4ddaad3f8a3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191005200804-aed5e4c7ecf9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191115151921-52ab43148777/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191120155948-bd437916bb0e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20191204072324-ce4227a45e2e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200831180312-196b9ba8737a/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201204225414-ed752295db88/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210112080510-489259a85091/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20210906170528-6f6e22806c34/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20211025201205-69cdffdb9359/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20211116061358-0a5406a5449c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220728004956-3c1f35247d10/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= @@ -354,8 +442,11 @@ golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8= golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k= golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= +golang.org/x/tools v0.0.0-20190624222133-a101b041ded4/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= +golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20201224043029-2b0845dc783e/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= +golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc= golang.org/x/tools v0.12.0 h1:YW6HUoUmYBpwSgyaGaZq1fHjrBjX1rlpZ54T6mu2kss= golang.org/x/tools v0.12.0/go.mod h1:Sc0INKfu04TlqNoRA1hgpFZbhYXHPr4V5DzpSBTPqQM= @@ -375,6 +466,7 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU= google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw= google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= +google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8= google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= @@ -393,3 +485,4 @@ gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= 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/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk= diff --git a/tests/e2e-aio/e2e_suite_test.go b/tests/e2e-aio/e2e_suite_test.go new file mode 100644 index 00000000..00fc6d2a --- /dev/null +++ b/tests/e2e-aio/e2e_suite_test.go @@ -0,0 +1,97 @@ +package e2e_test + +import ( + "context" + "fmt" + "os" + "runtime" + "testing" + + . "github.com/onsi/ginkgo/v2" + . "github.com/onsi/gomega" + "github.com/ory/dockertest/v3" + "github.com/ory/dockertest/v3/docker" + "github.com/sashabaranov/go-openai" +) + +var pool *dockertest.Pool +var resource *dockertest.Resource +var client *openai.Client + +var containerImage = os.Getenv("LOCALAI_IMAGE") +var containerImageTag = os.Getenv("LOCALAI_IMAGE_TAG") +var modelsDir = os.Getenv("LOCALAI_MODELS_DIR") +var apiPort = os.Getenv("LOCALAI_API_PORT") + +func TestLocalAI(t *testing.T) { + RegisterFailHandler(Fail) + RunSpecs(t, "LocalAI E2E test suite") +} + +var _ = BeforeSuite(func() { + + if containerImage == "" { + Fail("LOCALAI_IMAGE is not set") + } + if containerImageTag == "" { + Fail("LOCALAI_IMAGE_TAG is not set") + } + if apiPort == "" { + apiPort = "8080" + } + + p, err := dockertest.NewPool("") + Expect(err).To(Not(HaveOccurred())) + Expect(p.Client.Ping()).To(Succeed()) + + pool = p + + // get cwd + cwd, err := os.Getwd() + Expect(err).To(Not(HaveOccurred())) + md := cwd + "/models" + + if modelsDir != "" { + md = modelsDir + } + + proc := runtime.NumCPU() + options := &dockertest.RunOptions{ + Repository: containerImage, + Tag: containerImageTag, + // Cmd: []string{"server", "/data"}, + PortBindings: map[docker.Port][]docker.PortBinding{ + "8080/tcp": []docker.PortBinding{{HostPort: apiPort}}, + }, + Env: []string{"MODELS_PATH=/models", "DEBUG=true", "THREADS=" + fmt.Sprint(proc)}, + Mounts: []string{md + ":/models"}, + } + + r, err := pool.RunWithOptions(options) + Expect(err).To(Not(HaveOccurred())) + + resource = r + + defaultConfig := openai.DefaultConfig("") + defaultConfig.BaseURL = "http://localhost:" + apiPort + "/v1" + + // Wait for API to be ready + client = openai.NewClientWithConfig(defaultConfig) + + Eventually(func() error { + _, err := client.ListModels(context.TODO()) + return err + }, "20m").ShouldNot(HaveOccurred()) +}) + +var _ = AfterSuite(func() { + Expect(pool.Purge(resource)).To(Succeed()) + //dat, err := os.ReadFile(resource.Container.LogPath) + //Expect(err).To(Not(HaveOccurred())) + //Expect(string(dat)).To(ContainSubstring("GRPC Service Ready")) + //fmt.Println(string(dat)) +}) + +var _ = AfterEach(func() { + //Expect(dbClient.Clear()).To(Succeed()) +}) diff --git a/tests/e2e-aio/e2e_test.go b/tests/e2e-aio/e2e_test.go new file mode 100644 index 00000000..03d9fda9 --- /dev/null +++ b/tests/e2e-aio/e2e_test.go @@ -0,0 +1,152 @@ +package e2e_test + +import ( + "context" + "fmt" + "io" + "net/http" + "os" + + . "github.com/onsi/ginkgo/v2" + . "github.com/onsi/gomega" + + "github.com/sashabaranov/go-openai" +) + +var _ = Describe("E2E test", func() { + Context("Generating", func() { + BeforeEach(func() { + // + }) + + // Check that the GPU was used + AfterEach(func() { + // + }) + + Context("text", func() { + It("correctly", func() { + model := "gpt-4" + resp, err := client.CreateChatCompletion(context.TODO(), + openai.ChatCompletionRequest{ + Model: model, Messages: []openai.ChatCompletionMessage{ + { + Role: "user", + Content: "How much is 2+2?", + }, + }}) + Expect(err).ToNot(HaveOccurred()) + Expect(len(resp.Choices)).To(Equal(1), fmt.Sprint(resp)) + Expect(resp.Choices[0].Message.Content).To(Or(ContainSubstring("4"), ContainSubstring("four")), fmt.Sprint(resp.Choices[0].Message.Content)) + }) + }) + Context("images", func() { + It("correctly", func() { + resp, err := client.CreateImage(context.TODO(), + openai.ImageRequest{ + Prompt: "test", + Size: openai.CreateImageSize512x512, + //ResponseFormat: openai.CreateImageResponseFormatURL, + }, + ) + Expect(err).ToNot(HaveOccurred()) + Expect(len(resp.Data)).To(Equal(1), fmt.Sprint(resp)) + Expect(resp.Data[0].URL).To(ContainSubstring("http://localhost:8080"), fmt.Sprint(resp.Data[0].URL)) + }) + }) + Context("embeddings", func() { + It("correctly", func() { + resp, err := client.CreateEmbeddings(context.TODO(), + openai.EmbeddingRequestStrings{ + Input: []string{"doc"}, + Model: openai.AdaEmbeddingV2, + }, + ) + Expect(err).ToNot(HaveOccurred()) + Expect(len(resp.Data)).To(Equal(1), fmt.Sprint(resp)) + Expect(resp.Data[0].Embedding).ToNot(BeEmpty()) + }) + }) + Context("vision", func() { + It("correctly", func() { + model := "gpt-4-vision-preview" + resp, err := client.CreateChatCompletion(context.TODO(), + openai.ChatCompletionRequest{ + Model: model, Messages: []openai.ChatCompletionMessage{ + { + + Role: "user", + MultiContent: []openai.ChatMessagePart{ + { + Type: openai.ChatMessagePartTypeText, + Text: "What is in the image?", + }, + { + Type: openai.ChatMessagePartTypeImageURL, + ImageURL: &openai.ChatMessageImageURL{ + URL: "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg", + Detail: openai.ImageURLDetailLow, + }, + }, + }, + }, + }}) + Expect(err).ToNot(HaveOccurred()) + Expect(len(resp.Choices)).To(Equal(1), fmt.Sprint(resp)) + Expect(resp.Choices[0].Message.Content).To(Or(ContainSubstring("wooden"), ContainSubstring("grass")), fmt.Sprint(resp.Choices[0].Message.Content)) + }) + }) + Context("text to audio", func() { + It("correctly", func() { + res, err := client.CreateSpeech(context.Background(), openai.CreateSpeechRequest{ + Model: openai.TTSModel1, + Input: "Hello!", + Voice: openai.VoiceAlloy, + }) + Expect(err).ToNot(HaveOccurred()) + defer res.Close() + + _, err = io.ReadAll(res) + Expect(err).ToNot(HaveOccurred()) + + }) + }) + Context("audio to text", func() { + It("correctly", func() { + + downloadURL := "https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav" + file, err := downloadHttpFile(downloadURL) + Expect(err).ToNot(HaveOccurred()) + + req := openai.AudioRequest{ + Model: openai.Whisper1, + FilePath: file, + } + resp, err := client.CreateTranscription(context.Background(), req) + Expect(err).ToNot(HaveOccurred()) + Expect(resp.Text).To(ContainSubstring("This is the"), fmt.Sprint(resp.Text)) + }) + }) + }) +}) + +func downloadHttpFile(url string) (string, error) { + resp, err := http.Get(url) + if err != nil { + return "", err + } + defer resp.Body.Close() + + tmpfile, err := os.CreateTemp("", "example") + if err != nil { + return "", err + } + defer tmpfile.Close() + + _, err = io.Copy(tmpfile, resp.Body) + if err != nil { + return "", err + } + + return tmpfile.Name(), nil +}