From b2b65271be9f400e3f1d87809f9c5e9d8073d3a6 Mon Sep 17 00:00:00 2001 From: Sertac Ozercan Date: Mon, 25 Sep 2023 02:21:49 +0000 Subject: [PATCH 1/2] initial commit Signed-off-by: Sertac Ozercan --- .github/dependabot.yaml | 10 ++ .github/workflows/lint.yaml | 30 ++++ .github/workflows/release.yaml | 30 ++++ .github/workflows/test-docker.yaml | 37 +++++ .github/workflows/unit-test.yaml | 33 ++++ .gitignore | 3 + .golangci.yaml | 40 +++++ .goreleaser.yaml | 1 + Dockerfile | 8 + Makefile | 42 +++++ README.md | 86 +++++++++- TODO | 9 ++ cmd/frontend/main.go | 62 ++++++++ docs/api.md | 33 ++++ go.mod | 56 +++++++ go.sum | 241 +++++++++++++++++++++++++++++ kubernetes/deployment.yaml | 33 ++++ pkg/aikit/config/specs.go | 43 +++++ pkg/aikit2llb/convert.go | 47 ++++++ pkg/aikit2llb/image.go | 77 +++++++++ pkg/build/build.go | 120 ++++++++++++++ test/aikitfile.yaml | 28 ++++ test/bats/helpers.bash | 74 +++++++++ test/bats/test.bats | 22 +++ 24 files changed, 1164 insertions(+), 1 deletion(-) create mode 100644 .github/dependabot.yaml create mode 100644 .github/workflows/lint.yaml create mode 100644 .github/workflows/release.yaml create mode 100644 .github/workflows/test-docker.yaml create mode 100644 .github/workflows/unit-test.yaml create mode 100644 .golangci.yaml create mode 100644 .goreleaser.yaml create mode 100644 Dockerfile create mode 100644 Makefile create mode 100644 TODO create mode 100644 cmd/frontend/main.go create mode 100644 docs/api.md create mode 100644 go.mod create mode 100644 go.sum create mode 100644 kubernetes/deployment.yaml create mode 100644 pkg/aikit/config/specs.go create mode 100644 pkg/aikit2llb/convert.go create mode 100644 pkg/aikit2llb/image.go create mode 100644 pkg/build/build.go create mode 100644 test/aikitfile.yaml create mode 100644 test/bats/helpers.bash create mode 100644 test/bats/test.bats diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml new file mode 100644 index 00000000..c507d449 --- /dev/null +++ b/.github/dependabot.yaml @@ -0,0 +1,10 @@ +version: 2 +updates: + - package-ecosystem: "gomod" + directory: "/" + schedule: + interval: "weekly" + - package-ecosystem: "github-actions" + directory: "/" + schedule: + interval: "weekly" diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml new file mode 100644 index 00000000..078731f2 --- /dev/null +++ b/.github/workflows/lint.yaml @@ -0,0 +1,30 @@ +name: lint + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + lint: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - uses: actions/setup-go@v4 + with: + go-version: "1.21" + + - name: lint + uses: golangci/golangci-lint-action@v3 + with: + version: v1.55.2 \ No newline at end of file diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml new file mode 100644 index 00000000..934b2c55 --- /dev/null +++ b/.github/workflows/release.yaml @@ -0,0 +1,30 @@ +name: release + +on: + push: + tags: + - v* + +permissions: + contents: write + pull-requests: write + +jobs: + release: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + with: + fetch-depth: 0 + + - uses: actions/setup-go@v4 + with: + go-version: "1.20" + + - name: Run goreleaser + uses: goreleaser/goreleaser-action@v4 + with: + version: latest + args: release --clean --config .goreleaser.yaml + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file diff --git a/.github/workflows/test-docker.yaml b/.github/workflows/test-docker.yaml new file mode 100644 index 00000000..a10ae119 --- /dev/null +++ b/.github/workflows/test-docker.yaml @@ -0,0 +1,37 @@ +name: test + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - uses: actions/setup-go@v4 + with: + go-version: "1.21" + + - name: build aikit + run: docker buildx build . -t sozercan/aikit:latest + + - name: build test model + run: docker buildx build . -t sozercan/testmodel:latest -f test/aikitfile.yaml + + - name: run test model + run: docker run -d -p 8080:8080 sozercan/testmodel:latest + + - name: run bats tests + run: make test-e2e-dependencies test-e2e diff --git a/.github/workflows/unit-test.yaml b/.github/workflows/unit-test.yaml new file mode 100644 index 00000000..00885199 --- /dev/null +++ b/.github/workflows/unit-test.yaml @@ -0,0 +1,33 @@ +name: test + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + + - uses: actions/setup-go@v4 + with: + go-version: "1.21" + + - name: go mod tidy + run: | + go mod tidy + git diff --exit-code + + - name: test + run: make test diff --git a/.gitignore b/.gitignore index 3b735ec4..9108c945 100644 --- a/.gitignore +++ b/.gitignore @@ -19,3 +19,6 @@ # Go workspace file go.work + +bin +coverage.txt diff --git a/.golangci.yaml b/.golangci.yaml new file mode 100644 index 00000000..0a828406 --- /dev/null +++ b/.golangci.yaml @@ -0,0 +1,40 @@ +run: + timeout: 5m + +linters-settings: + # gocritic: + # enabled-tags: + # - performance + lll: + line-length: 200 + + misspell: + locale: US + staticcheck: + go: "1.21" + +linters: + disable-all: true + enable: + - errcheck + - errorlint + - exportloopref + - forcetypeassert + - gci + - gocritic + - goconst + - godot + - gofmt + - gofumpt + - goimports + - gosec + - gosimple + - govet + - ineffassign + - misspell + - revive + - staticcheck + - typecheck + - unconvert + - unused + - whitespace diff --git a/.goreleaser.yaml b/.goreleaser.yaml new file mode 100644 index 00000000..f87f5c14 --- /dev/null +++ b/.goreleaser.yaml @@ -0,0 +1 @@ +# TODO \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 00000000..3f6941d3 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,8 @@ +FROM golang:1.21-bullseye AS builder +COPY . /go/src/github.com/sozercan/aikit +WORKDIR /go/src/github.com/sozercan/aikit +RUN CGO_ENABLED=0 go build -o /aikit --ldflags '-extldflags "-static"' ./cmd/frontend + +FROM scratch +COPY --from=builder /aikit /bin/aikit +ENTRYPOINT ["/bin/aikit"] diff --git a/Makefile b/Makefile new file mode 100644 index 00000000..5564227f --- /dev/null +++ b/Makefile @@ -0,0 +1,42 @@ +# build-aikit: +# docker buildx build . -t sozercan/aikit:latest --push + +# build-llm: +# docker buildx build . -t sozercan/myllm:latest -f test/aikitfile.yaml --push + +# run: +# docker run -p 8080:8080 sozercan/myllm:latest + +# test: +# go test -v ./... -race -coverprofile=coverage.txt -covermode=atomic + +BATS_VERSION ?= 1.10.0 +BATS_TESTS_FILE ?= test/bats/test.bats + +.PHONY: lint +lint: + golangci-lint run -v ./... --timeout 5m + +.PHONY: build-aikit +build-aikit: + docker buildx build . -t sozercan/aikit:latest --push --pull --no-cache + +.PHONY: build-test-model +build-test-model: + docker buildx build . -t sozercan/testmodel:latest -f test/aikitfile.yaml --push --pull --no-cache + +.PHONY: run-test-model +run-test-model: + docker run -p 8080:8080 --pull always sozercan/testmodel:latest + +.PHONY: test +test: + go test -v ./... -race -coverprofile=coverage.txt -covermode=atomic + +.PHONY: test-e2e-dependencies +test-e2e-dependencies: + curl -sSLO https://github.com/bats-core/bats-core/archive/v${BATS_VERSION}.tar.gz && tar -zxvf v${BATS_VERSION}.tar.gz && bash bats-core-${BATS_VERSION}/install.sh ${GITHUB_WORKSPACE} + +.PHONY: test-e2e +test-e2e: + bats -t ${BATS_TESTS_FILE} diff --git a/README.md b/README.md index cf24d118..13f700f4 100644 --- a/README.md +++ b/README.md @@ -1 +1,85 @@ -# aikit \ No newline at end of file +# AIKit ✨ + +AIKit is a quick and easy way to get started to host and deploy large language models (LLMs) for inference. No GPU or additional tools needed except for Docker! 🐳 + +AIKit uses [LocalAI](https://localai.io/) under the hood to run inference. LocalAI is OpenAI API compatible, so you can use any OpenAI API compatible client, such as [Kubectl AI](https://github.com/sozercan/kubectl-ai), to send requests to open-source LLMs powered by AIKit! + +## Demo + +[![asciicast]()]() + +## Getting Started + +Create an `aikitfile.yaml` with the following structure: + +```yaml +#syntax=sozercan/aikit:latest +apiVersion: v1alpha1 +models: + - name: mistral-7b + source: https://huggingface.co/TheBloke/Mistral-7B-OpenOrca-GGUF/resolve/main/mistral-7b-openorca.Q6_K.gguf +``` + +> For full API reference, see [API](docs/api.md). + +> You can find more models at [model gallery](https://github.com/go-skynet/model-gallery). + +Then run the following command: + +```bash +docker build -t my-model . +``` + +> If you name your file something else, you can pass it to `docker build` command with `--file` flag. + +This will build a docker image with your models. You can then run it with: + +```bash +docker run -p 8080:8080 my-model +``` + +You can then send requests to `localhost:8080` to run inference from your models. +```bash +curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "mistral-7b-openorca.Q6_K.gguf", + "messages": [{"role": "user", "content": "explain kubernetes in less than 100 words"}], + "temperature": 0.5 + }' +{"created":1700542409,"object":"chat.completion","id":"64f8b8e6-328d-4d24-8fc2-4b7b45fbdcc0","model":"mistral-7b-openorca.Q6_K.gguf","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"\n\nKubernetes is an open-source platform for automating deployment, scaling, and management of containerized applications. It provides a way to manage and orchestrate containers across multiple hosts, ensuring that applications are always available and running efficiently.\n\nKubernetes is like a traffic cop for containers, making sure they are placed where they need to be, have the resources they need, and are working together properly. It helps developers and operations teams manage complex containerized environments with ease."}}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} +``` + +## Kubernetes Deployment + +It is easy to get started to deploy your models to Kubernetes! + +Make sure you have a Kubernetes cluster running and `kubectl` is configured to talk to it, and your model images are accessible from the cluster. You can use [kind](https://kind.sigs.k8s.io/) to create a local Kubernetes cluster for testing purposes. + +```bash +# create a test cluster using kind +kind create cluster + +# load your local image to the cluster +kind load docker-image my-model + +# create a deployment +kubectl create deployment my-llm-deployment --image=my-model --image-pull-policy=IfNotPresent + +# expose it as a service +kubectl expose deployment my-llm-deployment --port=8080 --target-port=8008 --name=my-llm-service + +# easy to scale up and down +kubectl scale deployment my-llm-deployment --replicas=3 + +# port-forward for testing locally +kubectl port-forward service/my-llm-service 8080:8080 + +# send requests to your model +curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "mistral-7b-openorca.Q6_K.gguf", + "messages": [{"role": "user", "content": "explain kubernetes in less than 100 words"}], + "temperature": 0.5 + }' +{"created":1700542409,"object":"chat.completion","id":"64f8b8e6-328d-4d24-8fc2-4b7b45fbdcc0","model":"mistral-7b-openorca.Q6_K.gguf","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"\n\nKubernetes is an open-source platform for automating deployment, scaling, and management of containerized applications. It provides a way to manage and orchestrate containers across multiple hosts, ensuring that applications are always available and running efficiently.\n\nKubernetes is like a traffic cop for containers, making sure they are placed where they need to be, have the resources they need, and are working together properly. It helps developers and operations teams manage complex containerized environments with ease."}}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} +``` + +> For an example Kubernetes deployment YAML, see [deployment.yaml](kubernetes/deployment.yaml). diff --git a/TODO b/TODO new file mode 100644 index 00000000..6d0e9eb1 --- /dev/null +++ b/TODO @@ -0,0 +1,9 @@ +- figure out config +- test with cache +- add ci tests +- release +- makefile +- test with kubernetes +- dockerhub example images +- avx vs avx2 vs avx512 (cpu capability?) +- record asciinema \ No newline at end of file diff --git a/cmd/frontend/main.go b/cmd/frontend/main.go new file mode 100644 index 00000000..a571528d --- /dev/null +++ b/cmd/frontend/main.go @@ -0,0 +1,62 @@ +package main + +import ( + "context" + "flag" + "io" + "os" + + "github.com/moby/buildkit/client/llb" + "github.com/moby/buildkit/frontend/gateway/grpcclient" + "github.com/moby/buildkit/util/appcontext" + "github.com/moby/buildkit/util/bklog" + "github.com/pkg/errors" + "github.com/sirupsen/logrus" + "github.com/sozercan/aikit/pkg/aikit/config" + "github.com/sozercan/aikit/pkg/aikit2llb" + "github.com/sozercan/aikit/pkg/build" + "google.golang.org/grpc/grpclog" +) + +var ( + graph bool + filename string +) + +func main() { + bklog.L.Logger.SetOutput(os.Stderr) + grpclog.SetLoggerV2(grpclog.NewLoggerV2WithVerbosity(bklog.L.WriterLevel(logrus.InfoLevel), bklog.L.WriterLevel(logrus.WarnLevel), bklog.L.WriterLevel(logrus.ErrorLevel), 1)) + + flag.BoolVar(&graph, "graph", false, "output a graph and exit") + flag.StringVar(&filename, "filename", "aikitfile.yaml", "the file to read from") + flag.Parse() + + ctx := appcontext.Context() + + if graph { + if err := printGraph(ctx, filename, os.Stdout); err != nil { + bklog.L.WithError(err).Fatal("error printing graph") + os.Exit(1) + } + os.Exit(0) + } + + if err := grpcclient.RunFromEnvironment(ctx, build.Build); err != nil { + bklog.L.WithError(err).Fatal("error running frontend") + os.Exit(137) + } +} + +func printGraph(ctx context.Context, filename string, out io.Writer) error { + c, err := config.NewFromFilename(filename) + if err != nil { + return errors.Wrap(err, "opening config file") + } + st, _ := aikit2llb.Aikit2LLB(c) + dt, err := st.Marshal(ctx) + if err != nil { + return errors.Wrap(err, "marshaling llb state") + } + + return llb.WriteTo(dt, out) +} diff --git a/docs/api.md b/docs/api.md new file mode 100644 index 00000000..f1454a32 --- /dev/null +++ b/docs/api.md @@ -0,0 +1,33 @@ +# API + +## v1alpha1 + +```go +type Config struct { + // API version (v1alpha1) + ApiVersion string `yaml:"apiVersion"` + // Debug mode for the LocalAI server (default: false) + Debug bool `yaml:"debug"` + // Model definition list + Models []Model `yaml:"models"` +} + +type Model struct { + // name of the model + Name string `yaml:"name"` + // source of the model from a URL + Source string `yaml:"source"` + // Config file + Config string `yaml:"config"` +} +``` + +Example: + +```yaml +apiVersion: v1alpha1 +models: + - name: mistral-7b + source: https://huggingface.co/TheBloke/Mistral-7B-OpenOrca-GGUF/resolve/main/mistral-7b-openorca.Q6_K.gguf +``` + diff --git a/go.mod b/go.mod new file mode 100644 index 00000000..1a850efd --- /dev/null +++ b/go.mod @@ -0,0 +1,56 @@ +module github.com/sozercan/aikit + +go 1.21 + +require ( + github.com/containerd/containerd v1.7.2 + github.com/docker/docker v24.0.0-rc.2.0.20230706181717-98d3da79ef9c+incompatible + github.com/moby/buildkit v0.12.0 + github.com/opencontainers/image-spec v1.1.0-rc3 + github.com/pkg/errors v0.9.1 + github.com/sirupsen/logrus v1.9.0 + google.golang.org/grpc v1.53.0 + gopkg.in/yaml.v2 v2.4.0 +) + +require ( + github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect + github.com/Microsoft/go-winio v0.6.1 // indirect + github.com/containerd/continuity v0.4.1 // indirect + github.com/containerd/ttrpc v1.2.2 // indirect + github.com/containerd/typeurl/v2 v2.1.1 // indirect + github.com/cyphar/filepath-securejoin v0.2.3 // indirect + github.com/docker/distribution v2.8.2+incompatible // indirect + github.com/docker/go-units v0.5.0 // indirect + github.com/go-logr/logr v1.2.3 // indirect + github.com/go-logr/stdr v1.2.2 // indirect + github.com/gogo/googleapis v1.4.1 // indirect + github.com/gogo/protobuf v1.3.2 // indirect + github.com/golang/protobuf v1.5.3 // indirect + github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect + github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect + github.com/in-toto/in-toto-golang v0.5.0 // indirect + github.com/klauspost/compress v1.16.3 // indirect + github.com/kr/text v0.2.0 // indirect + github.com/moby/locker v1.0.1 // indirect + github.com/moby/sys/signal v0.7.0 // indirect + github.com/opencontainers/go-digest v1.0.0 // indirect + github.com/secure-systems-lab/go-securesystemslib v0.4.0 // indirect + github.com/shibumi/go-pathspec v1.3.0 // indirect + github.com/stretchr/testify v1.8.4 // indirect + github.com/tonistiigi/fsutil v0.0.0-20230629203738-36ef4d8c0dbb // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.40.0 // indirect + go.opentelemetry.io/otel v1.14.0 // indirect + go.opentelemetry.io/otel/metric v0.37.0 // indirect + go.opentelemetry.io/otel/trace v1.14.0 // indirect + golang.org/x/crypto v0.2.0 // indirect + golang.org/x/mod v0.9.0 // indirect + golang.org/x/net v0.8.0 // indirect + golang.org/x/oauth2 v0.5.0 // indirect + golang.org/x/sync v0.1.0 // indirect + golang.org/x/sys v0.7.0 // indirect + golang.org/x/text v0.8.0 // indirect + golang.org/x/tools v0.7.0 // indirect + google.golang.org/genproto v0.0.0-20230306155012-7f2fa6fef1f4 // indirect + google.golang.org/protobuf v1.30.0 // indirect +) diff --git a/go.sum b/go.sum new file mode 100644 index 00000000..db660210 --- /dev/null +++ b/go.sum @@ -0,0 +1,241 @@ 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+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= diff --git a/kubernetes/deployment.yaml b/kubernetes/deployment.yaml new file mode 100644 index 00000000..de991ee6 --- /dev/null +++ b/kubernetes/deployment.yaml @@ -0,0 +1,33 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: mistral + labels: + app: mistral +spec: + replicas: 3 + selector: + matchLabels: + app: mistral + template: + metadata: + labels: + app: mistral + spec: + containers: + - name: mistral + image: sozercan/mistral:latest + ports: + - containerPort: 8080 +--- +apiVersion: v1 +kind: Service +metadata: + name: mistral +spec: + selector: + app: mistral + ports: + - protocol: TCP + port: 8080 + targetPort: 8080 diff --git a/pkg/aikit/config/specs.go b/pkg/aikit/config/specs.go new file mode 100644 index 00000000..c855103b --- /dev/null +++ b/pkg/aikit/config/specs.go @@ -0,0 +1,43 @@ +package config + +import ( + "io" + "os" + + "github.com/pkg/errors" + yaml "gopkg.in/yaml.v2" +) + +// NewFromFilename returns a new config from a filename. +func NewFromFilename(filename string) (*Config, error) { + f, err := os.Open(filename) + if err != nil { + return nil, errors.Wrap(err, "opening file") + } + defer f.Close() + contents, err := io.ReadAll(f) + if err != nil { + return nil, errors.Wrap(err, "reading config file") + } + return NewFromBytes(contents) +} + +func NewFromBytes(b []byte) (*Config, error) { + c := &Config{} + if err := yaml.Unmarshal(b, c); err != nil { + return nil, errors.Wrap(err, "unmarshal config") + } + return c, nil +} + +type Config struct { + APIVersion string `yaml:"apiVersion"` + Debug bool `yaml:"debug"` + Models []Model `yaml:"models"` +} + +type Model struct { + Name string `yaml:"name"` + Source string `yaml:"source"` + Config string `yaml:"config"` +} diff --git a/pkg/aikit2llb/convert.go b/pkg/aikit2llb/convert.go new file mode 100644 index 00000000..b64ad0d6 --- /dev/null +++ b/pkg/aikit2llb/convert.go @@ -0,0 +1,47 @@ +package aikit2llb + +import ( + "github.com/moby/buildkit/client/llb" + "github.com/sozercan/aikit/pkg/aikit/config" +) + +const ( + debianSlim = "docker.io/library/debian:12-slim" + distrolessBase = "gcr.io/distroless/cc-debian12:latest" +) + +func Aikit2LLB(c *config.Config) (llb.State, *Image) { + var merge llb.State + s := llb.Image(debianSlim) + s = curl(s) + s, merge = copyModels(s, c) + s = addLocalAI(s, merge) + imageCfg := NewImageConfig(c) + return s, imageCfg +} + +func copyModels(s llb.State, c *config.Config) (llb.State, llb.State) { + initState := s + for _, model := range c.Models { + s = s.Run(llb.Shlexf("curl --create-dirs -LO --output-dir /models %s", model.Source)).Root() + } + diff := llb.Diff(initState, s) + merge := llb.Merge([]llb.State{llb.Image(distrolessBase), diff}) + return s, merge +} + +func curl(s llb.State) llb.State { + i := s.Run(llb.Shlex("apt update"), llb.IgnoreCache).Root() + return i.Run(llb.Shlex("apt install curl -y")).Root() +} + +func addLocalAI(s llb.State, merge llb.State) llb.State { + initState := s + + localAIURL := "https://github.com/mudler/LocalAI/releases/download/v1.40.0/local-ai-avx-Linux-x86_64" + c := s.Run(llb.Shlexf("curl -Lo /usr/bin/local-ai %s", localAIURL)).Root() + c = c.Run(llb.Shlex("chmod +x /usr/bin/local-ai")).Root() + + diff := llb.Diff(initState, c) + return llb.Merge([]llb.State{merge, diff}) +} diff --git a/pkg/aikit2llb/image.go b/pkg/aikit2llb/image.go new file mode 100644 index 00000000..57e242bf --- /dev/null +++ b/pkg/aikit2llb/image.go @@ -0,0 +1,77 @@ +package aikit2llb + +import ( + "time" + + "github.com/docker/docker/api/types/strslice" + "github.com/moby/buildkit/util/system" + specs "github.com/opencontainers/image-spec/specs-go/v1" + "github.com/sozercan/aikit/pkg/aikit/config" +) + +type Image struct { + specs.Image + + // Config defines the execution parameters which should be used as a base when running a container using the image. + Config ImageConfig `json:"config,omitempty"` +} + +// ImageConfig is a docker compatible config for an image. +type ImageConfig struct { + specs.ImageConfig + + Healthcheck *HealthConfig `json:",omitempty"` // Healthcheck describes how to check the container is healthy + ArgsEscaped bool `json:",omitempty"` // True if command is already escaped (Windows specific) + + // NetworkDisabled bool `json:",omitempty"` // Is network disabled + // MacAddress string `json:",omitempty"` // Mac Address of the container + OnBuild []string // ONBUILD metadata that were defined on the image Dockerfile + StopTimeout *int `json:",omitempty"` // Timeout (in seconds) to stop a container + Shell strslice.StrSlice `json:",omitempty"` // Shell for shell-form of RUN, CMD, ENTRYPOINT +} + +// HealthConfig holds configuration settings for the HEALTHCHECK feature. +type HealthConfig struct { + // Test is the test to perform to check that the container is healthy. + // An empty slice means to inherit the default. + // The options are: + // {} : inherit healthcheck + // {"NONE"} : disable healthcheck + // {"CMD", args...} : exec arguments directly + // {"CMD-SHELL", command} : run command with system's default shell + Test []string `json:",omitempty"` + + // Zero means to inherit. Durations are expressed as integer nanoseconds. + Interval time.Duration `json:",omitempty"` // Interval is the time to wait between checks. + Timeout time.Duration `json:",omitempty"` // Timeout is the time to wait before considering the check to have hung. + StartPeriod time.Duration `json:",omitempty"` // The start period for the container to initialize before the retries starts to count down. + + // Retries is the number of consecutive failures needed to consider a container as unhealthy. + // Zero means inherit. + Retries int `json:",omitempty"` +} + +func NewImageConfig(c *config.Config) *Image { + img := emptyImage() + var debug string + if c.Debug { + debug = "--debug" + } + img.Config.Entrypoint = []string{"local-ai", debug} + return img +} + +func emptyImage() *Image { + img := &Image{ + Image: specs.Image{ + Platform: specs.Platform{ + Architecture: "amd64", + OS: "linux", + }, + }, + } + img.RootFS.Type = "layers" + img.Config.WorkingDir = "/" + img.Config.Env = []string{"PATH=" + system.DefaultPathEnv("linux")} + return img +} diff --git a/pkg/build/build.go b/pkg/build/build.go new file mode 100644 index 00000000..b7a5e3dc --- /dev/null +++ b/pkg/build/build.go @@ -0,0 +1,120 @@ +package build + +import ( + "context" + "encoding/json" + "fmt" + + "github.com/containerd/containerd/platforms" + "github.com/moby/buildkit/client/llb" + "github.com/moby/buildkit/exporter/containerimage/exptypes" + "github.com/moby/buildkit/frontend/dockerui" + "github.com/moby/buildkit/frontend/gateway/client" + "github.com/pkg/errors" + "github.com/sozercan/aikit/pkg/aikit/config" + "github.com/sozercan/aikit/pkg/aikit2llb" +) + +const ( + // LocalNameContext = "context" + LocalNameDockerfile = "dockerfile" + // keyTarget = "target" + keyFilename = "filename" + // keyCacheFrom = "cache-from" + defaultDockerfileName = "aikitfile.yaml" + // dockerignoreFilename = ".dockerignore" + // buildArgPrefix = "build-arg:" + // labelPrefix = "label:" + // keyNoCache = "no-cache" + // keyTargetPlatform = "platform" + // keyMultiPlatform = "multi-platform" + // keyImageResolveMode = "image-resolve-mode" + // keyGlobalAddHosts = "add-hosts" + // keyForceNetwork = "force-network-mode" +) + +func Build(ctx context.Context, c client.Client) (*client.Result, error) { + cfg, err := GetAikitfileConfig(ctx, c) + if err != nil { + return nil, errors.Wrap(err, "getting aikitfile") + } + st, img := aikit2llb.Aikit2LLB(cfg) + + def, err := st.Marshal(ctx) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal local source") + } + res, err := c.Solve(ctx, client.SolveRequest{ + Definition: def.ToPB(), + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to resolve dockerfile") + } + ref, err := res.SingleRef() + if err != nil { + return nil, err + } + + config, err := json.Marshal(img) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal image config") + } + k := platforms.Format(platforms.DefaultSpec()) + + res.AddMeta(fmt.Sprintf("%s/%s", exptypes.ExporterImageConfigKey, k), config) + res.SetRef(ref) + + return res, nil +} + +func GetAikitfileConfig(ctx context.Context, c client.Client) (*config.Config, error) { + opts := c.BuildOpts().Opts + filename := opts[keyFilename] + if filename == "" { + filename = defaultDockerfileName + } + + name := "load aikitfile" + if filename != "aikitfile" { + name += " from " + filename + } + + src := llb.Local(LocalNameDockerfile, + llb.IncludePatterns([]string{filename}), + llb.SessionID(c.BuildOpts().SessionID), + llb.SharedKeyHint(defaultDockerfileName), + dockerui.WithInternalName(name), + ) + + def, err := src.Marshal(ctx) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal local source") + } + + var dtDockerfile []byte + res, err := c.Solve(ctx, client.SolveRequest{ + Definition: def.ToPB(), + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to resolve dockerfile") + } + + ref, err := res.SingleRef() + if err != nil { + return nil, err + } + + dtDockerfile, err = ref.ReadFile(ctx, client.ReadRequest{ + Filename: filename, + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to read dockerfile") + } + + cfg, err := config.NewFromBytes(dtDockerfile) + if err != nil { + return nil, errors.Wrap(err, "getting config") + } + + return cfg, nil +} diff --git a/test/aikitfile.yaml b/test/aikitfile.yaml new file mode 100644 index 00000000..6abf5f78 --- /dev/null +++ b/test/aikitfile.yaml @@ -0,0 +1,28 @@ +#syntax=docker.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +models: + - name: mistral + source: https://huggingface.co/TheBloke/Mistral-7B-OpenOrca-GGUF/resolve/main/mistral-7b-openorca.Q6_K.gguf + # - name: wizardlm + # source: https://gpt4all.io/models/wizardlm-13b-v1.1-superhot-8k.ggmlv3.q4_0.bin + # config: | + # context_size: 4096 + # f16: true + # threads: 11 + # gpu_layers: 90 + # name: llava + # mmap: true + # backend: llama-cpp + # roles: + # user: "USER:" + # assistant: "ASSISTANT:" + # system: "SYSTEM:" + # parameters: + # model: ggml-model-q4_k.gguf + # temperature: 0.2 + # top_k: 40 + # top_p: 0.95 + # template: + # chat: chat-simple + # mmproj: mmproj-model-f16.gguf \ No newline at end of file diff --git a/test/bats/helpers.bash b/test/bats/helpers.bash new file mode 100644 index 00000000..cefef431 --- /dev/null +++ b/test/bats/helpers.bash @@ -0,0 +1,74 @@ +#!/bin/bash + +assert_success() { + if [[ "$status" != 0 ]]; then + echo "expected: 0" + echo "actual: $status" + echo "output: $output" + return 1 + fi +} + +assert_failure() { + if [[ "$status" == 0 ]]; then + echo "expected: non-zero exit code" + echo "actual: $status" + echo "output: $output" + return 1 + fi +} + +assert_equal() { + if [[ "$1" != "$2" ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_not_equal() { + if [[ "$1" == "$2" ]]; then + echo "unexpected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_match() { + if [[ ! "$2" =~ $1 ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_not_match() { + if [[ "$2" =~ $1 ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_len() { + if [[ "$1" != "${#2}" ]]; then + echo "expected len: $1" + echo "actual len: ${#2} ($2)" + return 1 + fi +} + +wait_for_process() { + wait_time="$1" + sleep_time="$2" + cmd="$3" + while [ "$wait_time" -gt 0 ]; do + if eval "$cmd"; then + return 0 + else + sleep "$sleep_time" + wait_time=$((wait_time - sleep_time)) + fi + done + return 1 +} diff --git a/test/bats/test.bats b/test/bats/test.bats new file mode 100644 index 00000000..f9751e92 --- /dev/null +++ b/test/bats/test.bats @@ -0,0 +1,22 @@ +#!/usr/bin/env bats + +load helpers + +WAIT_TIME=120 +SLEEP_TIME=1 + +teardown() { +} + +teardown_file() { +} + +@test "send request to localhost:8080/v1/chat/completions" { + run curl --retry 10 --retry-all-errors http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "mistral-7b-openorca.Q6_K.gguf", + "messages": [{"role": "user", "content": "hello world"}], + "temperature": 0 + }' + assert_success + # TODO check response +} From ec1c0f6959b0885b9f2d75299eab52a48b791e99 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 22 Nov 2023 05:06:11 +0000 Subject: [PATCH 2/2] Bump github.com/containerd/containerd from 1.7.2 to 1.7.9 Bumps [github.com/containerd/containerd](https://github.com/containerd/containerd) from 1.7.2 to 1.7.9. - [Release notes](https://github.com/containerd/containerd/releases) - [Changelog](https://github.com/containerd/containerd/blob/main/RELEASES.md) - [Commits](https://github.com/containerd/containerd/compare/v1.7.2...v1.7.9) --- updated-dependencies: - dependency-name: github.com/containerd/containerd dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] --- go.mod | 44 ++++++++++++------------- go.sum | 102 ++++++++++++++++++++++++++++++--------------------------- 2 files changed, 75 insertions(+), 71 deletions(-) diff --git a/go.mod b/go.mod index 1a850efd..c91582b3 100644 --- a/go.mod +++ b/go.mod @@ -3,26 +3,28 @@ module github.com/sozercan/aikit go 1.21 require ( - github.com/containerd/containerd v1.7.2 + github.com/containerd/containerd v1.7.9 github.com/docker/docker v24.0.0-rc.2.0.20230706181717-98d3da79ef9c+incompatible github.com/moby/buildkit v0.12.0 github.com/opencontainers/image-spec v1.1.0-rc3 github.com/pkg/errors v0.9.1 - github.com/sirupsen/logrus v1.9.0 - google.golang.org/grpc v1.53.0 + github.com/sirupsen/logrus v1.9.3 + google.golang.org/grpc v1.58.3 gopkg.in/yaml.v2 v2.4.0 ) require ( - github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect + cloud.google.com/go/compute/metadata v0.2.3 // indirect + github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 // indirect github.com/Microsoft/go-winio v0.6.1 // indirect - github.com/containerd/continuity v0.4.1 // indirect + github.com/Microsoft/hcsshim v0.11.4 // indirect + github.com/containerd/continuity v0.4.2 // indirect + github.com/containerd/log v0.1.0 // indirect github.com/containerd/ttrpc v1.2.2 // indirect github.com/containerd/typeurl/v2 v2.1.1 // indirect - github.com/cyphar/filepath-securejoin v0.2.3 // indirect github.com/docker/distribution v2.8.2+incompatible // indirect github.com/docker/go-units v0.5.0 // indirect - github.com/go-logr/logr v1.2.3 // indirect + github.com/go-logr/logr v1.2.4 // indirect github.com/go-logr/stdr v1.2.2 // indirect github.com/gogo/googleapis v1.4.1 // indirect github.com/gogo/protobuf v1.3.2 // indirect @@ -37,20 +39,18 @@ require ( github.com/opencontainers/go-digest v1.0.0 // indirect github.com/secure-systems-lab/go-securesystemslib v0.4.0 // indirect github.com/shibumi/go-pathspec v1.3.0 // indirect - github.com/stretchr/testify v1.8.4 // indirect github.com/tonistiigi/fsutil v0.0.0-20230629203738-36ef4d8c0dbb // indirect - go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.40.0 // indirect - go.opentelemetry.io/otel v1.14.0 // indirect - go.opentelemetry.io/otel/metric v0.37.0 // indirect - go.opentelemetry.io/otel/trace v1.14.0 // indirect - golang.org/x/crypto v0.2.0 // indirect - golang.org/x/mod v0.9.0 // indirect - golang.org/x/net v0.8.0 // indirect - golang.org/x/oauth2 v0.5.0 // indirect - golang.org/x/sync v0.1.0 // indirect - golang.org/x/sys v0.7.0 // indirect - golang.org/x/text v0.8.0 // indirect - golang.org/x/tools v0.7.0 // indirect - google.golang.org/genproto v0.0.0-20230306155012-7f2fa6fef1f4 // indirect - google.golang.org/protobuf v1.30.0 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0 // indirect + go.opentelemetry.io/otel v1.19.0 // indirect + go.opentelemetry.io/otel/metric 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 v0.11.0 // indirect + golang.org/x/net v0.17.0 // indirect + golang.org/x/sync v0.3.0 // indirect + golang.org/x/sys v0.13.0 // indirect + golang.org/x/text v0.13.0 // indirect + golang.org/x/tools v0.10.0 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20230711160842-782d3b101e98 // indirect + google.golang.org/protobuf v1.31.0 // indirect ) diff --git a/go.sum b/go.sum index db660210..15302e10 100644 --- a/go.sum +++ b/go.sum @@ -1,34 +1,36 @@ +cloud.google.com/go v0.26.0 h1:e0WKqKTd5BnrG8aKH3J3h+QvEIQtSUcf2n5UZ5ZgLtQ= cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= -cloud.google.com/go v0.110.0 h1:Zc8gqp3+a9/Eyph2KDmcGaPtbKRIoqq4YTlL4NMD0Ys= -cloud.google.com/go/compute v1.18.0 h1:FEigFqoDbys2cvFkZ9Fjq4gnHBP55anJ0yQyau2f9oY= -cloud.google.com/go/compute v1.18.0/go.mod h1:1X7yHxec2Ga+Ss6jPyjxRxpu2uu7PLgsOVXvgU0yacs= +cloud.google.com/go/compute v1.21.0 h1:JNBsyXVoOoNJtTQcnEY5uYpZIbeCTYIeDe0Xh1bySMk= +cloud.google.com/go/compute v1.21.0/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM= cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= -github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 h1:EKPd1INOIyr5hWOWhvpmQpY6tKjeG0hT1s3AMC/9fic= -github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1/go.mod h1:VzwV+t+dZ9j/H867F1M2ziD+yLHtB46oM35FxxMJ4d0= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 h1:bvDV9vkmnHYOMsOr4WLk+Vo07yKIzd94sVoIqshQ4bU= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8= github.com/BurntSushi/toml v0.3.1/go.mod 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golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU= golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= 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 v0.9.0 h1:KENHtAZL2y3NLMYZeHY9DW8HW8V+kQyJsY/V9JlKvCs= -golang.org/x/mod v0.9.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= +golang.org/x/mod v0.11.0 h1:bUO06HqtnRcc/7l71XBe4WcqTZ+3AH1J59zWDDwLKgU= +golang.org/x/mod v0.11.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -160,19 +164,19 @@ golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn 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 v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= -golang.org/x/net v0.8.0 h1:Zrh2ngAOFYneWTAIAPethzeaQLuHwhuBkuV6ZiRnUaQ= -golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc= +golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM= +golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= -golang.org/x/oauth2 v0.5.0 h1:HuArIo48skDwlrvM3sEdHXElYslAMsf3KwRkkW4MC4s= -golang.org/x/oauth2 v0.5.0/go.mod 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h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.3.0 h1:ftCYgMx6zT/asHUrPw8BLLscYtGznsLAnjq5RH9P66E= +golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y= golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/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= @@ -183,14 +187,14 @@ golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20211025201205-69cdffdb9359/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.7.0 h1:3jlCCIQZPdOYu1h8BkNvLz8Kgwtae2cagcG/VamtZRU= 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h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY= @@ -199,8 +203,8 @@ golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBn 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 v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= -golang.org/x/tools v0.7.0 h1:W4OVu8VVOaIO0yzWMNdepAulS7YfoS3Zabrm8DOXXU4= -golang.org/x/tools v0.7.0/go.mod h1:4pg6aUX35JBAogB10C9AtvVL+qowtN4pT3CGSQex14s= +golang.org/x/tools v0.10.0 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