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Add first draft of model registry custom storage initializer
Signed-off-by: Andrea Lamparelli <[email protected]>
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# If you prefer the allow list template instead of the deny list, see community template: | ||
# https://github.com/github/gitignore/blob/main/community/Golang/Go.AllowList.gitignore | ||
# | ||
# Binaries for programs and plugins | ||
*.exe | ||
*.exe~ | ||
*.dll | ||
*.so | ||
*.dylib | ||
bin/ | ||
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# Test binary, built with `go test -c` | ||
*.test | ||
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# Output of the go coverage tool, specifically when used with LiteIDE | ||
*.out | ||
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# Go workspace file | ||
go.work |
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# Build the model-registry binary | ||
FROM registry.access.redhat.com/ubi8/go-toolset:1.19 as builder | ||
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WORKDIR /workspace | ||
# Copy the Go Modules manifests | ||
COPY ["go.mod", "go.sum", "./"] | ||
# cache deps before building and copying source so that we don't need to re-download as much | ||
# and so that source changes don't invalidate our downloaded layer | ||
RUN go mod download | ||
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USER root | ||
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# Copy the go source | ||
COPY ["Makefile", "main.go", "./"] | ||
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# Copy rest of the source | ||
COPY bin/ bin/ | ||
COPY pkg/ pkg/ | ||
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# Build | ||
USER root | ||
RUN CGO_ENABLED=1 GOOS=linux GOARCH=amd64 make build | ||
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# Use distroless as minimal base image to package the model-registry storage initializer binary | ||
# Refer to https://github.com/GoogleContainerTools/distroless for more details | ||
FROM registry.access.redhat.com/ubi8/ubi-minimal:8.8 | ||
WORKDIR / | ||
# copy the storage initializer binary | ||
COPY --from=builder /workspace/bin/mr-storage-initializer . | ||
USER 65532:65532 | ||
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ENTRYPOINT ["/mr-storage-initializer"] |
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IMG ?= quay.io/${USER}/model-registry-storage-initializer:latest | ||
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.PHONY: help | ||
help: ## Display this help. | ||
@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n make \033[36m<target>\033[0m\n"} /^[a-zA-Z_0-9-]+:.*?##/ { printf " \033[36m%-15s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST) | ||
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##@ Development | ||
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.PHONY: fmt | ||
fmt: ## Run go fmt against code. | ||
go fmt ./... | ||
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.PHONY: vet | ||
vet: ## Run go vet against code. | ||
go vet ./... | ||
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.PHONY: test | ||
test: fmt vet ## Run tests. | ||
go test ./... -coverprofile cover.out | ||
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##@ Build | ||
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.PHONY: build | ||
build: fmt vet ## Build binary. | ||
go build -o bin/mr-storage-initializer main.go | ||
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.PHONY: run | ||
run: fmt vet ## Run the program | ||
go run ./main.go $(SOURCE_URI) $(DEST_PATH) | ||
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.PHONY: docker-build | ||
docker-build: test ## Build docker image. | ||
docker build . -f ./Dockerfile -t ${IMG} | ||
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.PHONY: docker-push | ||
docker-push: ## Push docker image. | ||
docker push ${IMG} |
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TODO |
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20
csi/config/samples/modelregistry.clusterstoragecontainer.yaml
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apiVersion: "serving.kserve.io/v1alpha1" | ||
kind: ClusterStorageContainer | ||
metadata: | ||
name: mr-initializer | ||
spec: | ||
container: | ||
name: storage-initializer | ||
image: quay.io/kubeflow/model-registry-storage-initializer:latest | ||
env: | ||
- name: MR_BASE_URL | ||
value: "modelregistry-sample.kubeflow.svc.cluster.local:8080" | ||
resources: | ||
requests: | ||
memory: 100Mi | ||
cpu: 100m | ||
limits: | ||
memory: 1Gi | ||
cpu: "1" | ||
supportedUriFormats: | ||
- prefix: model-registry:// |
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module github.com/kubeflow/model-registry/csi | ||
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go 1.20 | ||
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require ( | ||
github.com/kserve/kserve v0.12.0 | ||
github.com/kubeflow/model-registry v0.0.0-20240227075359-247c23c4f6b1 | ||
) | ||
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require ( | ||
cloud.google.com/go v0.112.0 // indirect | ||
cloud.google.com/go/compute v1.23.3 // indirect | ||
cloud.google.com/go/compute/metadata v0.2.3 // indirect | ||
cloud.google.com/go/iam v1.1.5 // indirect | ||
cloud.google.com/go/storage v1.36.0 // indirect | ||
github.com/aws/aws-sdk-go v1.48.0 // indirect | ||
github.com/felixge/httpsnoop v1.0.4 // indirect | ||
github.com/go-logr/logr v1.3.0 // indirect | ||
github.com/go-logr/stdr v1.2.2 // indirect | ||
github.com/gogo/protobuf v1.3.2 // indirect | ||
github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect | ||
github.com/golang/protobuf v1.5.3 // indirect | ||
github.com/google/go-cmp v0.6.0 // indirect | ||
github.com/google/gofuzz v1.2.0 // indirect | ||
github.com/google/s2a-go v0.1.7 // indirect | ||
github.com/google/uuid v1.6.0 // indirect | ||
github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect | ||
github.com/googleapis/gax-go/v2 v2.12.0 // indirect | ||
github.com/googleapis/google-cloud-go-testing v0.0.0-20210719221736-1c9a4c676720 // indirect | ||
github.com/jmespath/go-jmespath v0.4.0 // indirect | ||
github.com/json-iterator/go v1.1.12 // indirect | ||
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect | ||
github.com/modern-go/reflect2 v1.0.2 // indirect | ||
go.opencensus.io v0.24.0 // indirect | ||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1 // indirect | ||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1 // indirect | ||
go.opentelemetry.io/otel v1.21.0 // indirect | ||
go.opentelemetry.io/otel/metric v1.21.0 // indirect | ||
go.opentelemetry.io/otel/trace v1.21.0 // indirect | ||
go.uber.org/multierr v1.11.0 // indirect | ||
go.uber.org/zap v1.26.0 // indirect | ||
golang.org/x/crypto v0.19.0 // indirect | ||
golang.org/x/net v0.20.0 // indirect | ||
golang.org/x/oauth2 v0.16.0 // indirect | ||
golang.org/x/sync v0.6.0 // indirect | ||
golang.org/x/sys v0.17.0 // indirect | ||
golang.org/x/text v0.14.0 // indirect | ||
golang.org/x/time v0.5.0 // indirect | ||
google.golang.org/api v0.155.0 // indirect | ||
google.golang.org/appengine v1.6.8 // indirect | ||
google.golang.org/genproto v0.0.0-20240123012728-ef4313101c80 // indirect | ||
google.golang.org/genproto/googleapis/api v0.0.0-20240123012728-ef4313101c80 // indirect | ||
google.golang.org/genproto/googleapis/rpc v0.0.0-20240123012728-ef4313101c80 // indirect | ||
google.golang.org/grpc v1.62.0 // indirect | ||
google.golang.org/protobuf v1.32.0 // indirect | ||
gopkg.in/inf.v0 v0.9.1 // indirect | ||
gopkg.in/yaml.v2 v2.4.0 // indirect | ||
k8s.io/api v0.28.4 // indirect | ||
k8s.io/apimachinery v0.28.4 // indirect | ||
k8s.io/klog/v2 v2.110.1 // indirect | ||
k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect | ||
knative.dev/pkg v0.0.0-20231115001034-97c7258e3a98 // indirect | ||
knative.dev/serving v0.39.3 // indirect | ||
sigs.k8s.io/controller-runtime v0.16.3 // indirect | ||
sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect | ||
sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect | ||
) |
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