# Get the currently used golang install path (in GOPATH/bin, unless GOBIN is set) ifeq (,$(shell go env GOBIN)) GOBIN=$(shell go env GOPATH)/bin else GOBIN=$(shell go env GOBIN) endif # Setting SHELL to bash allows bash commands to be executed by recipes. # This is a requirement for 'setup-envtest.sh' in the test target. # Options are set to exit when a recipe line exits non-zero or a piped command fails. SHELL = /usr/bin/env bash -o pipefail .SHELLFLAGS = -ec # Setting SED allows macOS users to install GNU sed (gsed) and use it instead # of the default BSD sed, which the in-place edits in this Makefile require. ifeq ($(shell command -v gsed 2>/dev/null),) SED ?= $(shell command -v sed) else SED ?= $(shell command -v gsed) endif ifeq ($(shell ${SED} --version 2>&1 | grep -q GNU; echo $$?),1) $(error !!! GNU sed is required. If on OS X, use 'brew install gnu-sed'.) endif PROJECT_DIR := $(shell dirname $(abspath $(lastword $(MAKEFILE_LIST)))) REPO := github.com/kubeflow/trainer TRAINER_CHART_DIR := $(PROJECT_DIR)/charts/kubeflow-trainer # Year-less copyright header prepended to generated manifests (controller-gen # emits none). Single source of truth shared with the boilerplate verifier. BOILERPLATE_HEADER := $(PROJECT_DIR)/hack/boilerplate/boilerplate.sh.txt # Location to install tool binaries LOCALBIN ?= $(PROJECT_DIR)/bin # Tool versions K8S_VERSION ?= 1.35.0 GINKGO_VERSION ?= $(shell go list -m -f '{{.Version}}' github.com/onsi/ginkgo/v2) ENVTEST_VERSION ?= release-0.22 CONTROLLER_GEN_VERSION ?= v0.18.0 KIND_VERSION ?= $(shell go list -m -f '{{.Version}}' sigs.k8s.io/kind) HELM_VERSION ?= v3.18.6 HELM_UNITTEST_VERSION ?= 1.1.1 HELM_CHART_TESTING_VERSION ?= v3.12.0 HELM_DOCS_VERSION ?= v1.14.2 YQ_VERSION ?= v4.45.1 KUBE_LINTER_VERSION ?= v0.7.1 # Container runtime (docker or podman) CONTAINER_RUNTIME ?= # Tool binaries GINKGO ?= $(LOCALBIN)/ginkgo ENVTEST ?= $(LOCALBIN)/setup-envtest CONTROLLER_GEN ?= $(LOCALBIN)/controller-gen KIND ?= $(LOCALBIN)/kind HELM ?= $(LOCALBIN)/helm HELM_DOCS ?= $(LOCALBIN)/helm-docs YQ ?= $(LOCALBIN)/yq GOLANGCI_LINT ?= $(LOCALBIN)/golangci-lint GOLANGCI_LINT_KAL ?= $(LOCALBIN)/golangci-lint-kube-api-linter LINT_PKG ?= ./... KUBE_LINTER ?= $(LOCALBIN)/kube-linter ##@ General # The help target prints out all targets with their descriptions organized # beneath their categories. The categories are represented by '##@' and the # target descriptions by '##'. The awk commands is responsible for reading the # entire set of makefiles included in this invocation, looking for lines of the # file as xyz: ## something, and then pretty-format the target and help. Then, # if there's a line with ##@ something, that gets pretty-printed as a category. # More info on the usage of ANSI control characters for terminal formatting: # https://en.wikipedia.org/wiki/ANSI_escape_code#SGR_parameters # More info on the awk command: # http://linuxcommand.org/lc3_adv_awk.php help: ## Display this help. @awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n make \033[36m\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) } ' $(MAKEFILE_LIST) ##@ Development # Instructions to download tools for development. .PHONY: ginkgo ginkgo: ## Download the ginkgo binary if required. GOBIN=$(LOCALBIN) go install github.com/onsi/ginkgo/v2/ginkgo@$(GINKGO_VERSION) .PHONY: envtest envtest: ## Download the setup-envtest binary if required. GOBIN=$(LOCALBIN) go install sigs.k8s.io/controller-runtime/tools/setup-envtest@$(ENVTEST_VERSION) .PHONY: controller-gen controller-gen: ## Download the controller-gen binary if required. GOBIN=$(LOCALBIN) go install sigs.k8s.io/controller-tools/cmd/controller-gen@$(CONTROLLER_GEN_VERSION) .PHONY: kind kind: ## Download Kind binary if required. GOBIN=$(LOCALBIN) go install sigs.k8s.io/kind@$(KIND_VERSION) .PHONY: helm helm: ## Download helm locally if required. GOBIN=$(LOCALBIN) go install helm.sh/helm/v3/cmd/helm@$(HELM_VERSION) .PHONY: golangci-lint-install golangci-lint-install: ## Download golangci-lint locally if required. @GOBIN=$(LOCALBIN) go install github.com/golangci/golangci-lint/v2/cmd/golangci-lint@v2.12.1 .PHONY: golangci-lint-kal golangci-lint-kal: ## Build golangci-lint-kal from custom configuration. cd $(PROJECT_DIR)/hack; $(GOLANGCI_LINT) custom; mv bin/golangci-lint-kube-api-linter $(LOCALBIN)/ .PHONY: helm-unittest-plugin helm-unittest-plugin: helm ## Download helm unittest plugin locally if required. if [ -z "$(shell $(HELM) plugin list | grep unittest)" ]; then \ echo "Installing helm unittest plugin"; \ $(HELM) plugin install https://github.com/helm-unittest/helm-unittest.git --version $(HELM_UNITTEST_VERSION); \ fi .PHONY: helm-docs-plugin helm-docs-plugin: ## Download helm-docs plugin locally if required. GOBIN=$(LOCALBIN) go install github.com/norwoodj/helm-docs/cmd/helm-docs@$(HELM_DOCS_VERSION) .PHONY: yq yq: # Download yq locally if required. GOBIN=$(LOCALBIN) go install github.com/mikefarah/yq/v4@$(YQ_VERSION) .PHONY: kube-linter kube-linter: ## Download kube-linter locally if required. GOBIN=$(LOCALBIN) go install golang.stackrox.io/kube-linter/cmd/kube-linter@$(KUBE_LINTER_VERSION) .PHONY: uv uv: ## Install uv if it is not already installed. @command -v uv > /dev/null 2>&1 || { \ echo "Installing uv"; \ curl -LsSf https://astral.sh/uv/install.sh | sh; \ echo "uv has been installed."; \ } .PHONY: lint-manifests lint-manifests: kube-linter ## Run kube-linter on manifests and helm charts. $(KUBE_LINTER) lint manifests/base --config .kube-linter.yaml $(KUBE_LINTER) lint charts/kubeflow-trainer --config .kube-linter.yaml # Download external CRDs for Go integration testings. EXTERNAL_CRDS_DIR ?= $(PROJECT_DIR)/manifests/external-crds JOBSET_ROOT = $(shell go list -m -mod=readonly -f "{{.Dir}}" sigs.k8s.io/jobset) .PHONY: jobset-operator-crd jobset-operator-crd: ## Copy the CRDs from the JobSet repository to the manifests/external-crds directory. mkdir -p $(EXTERNAL_CRDS_DIR)/jobset-operator/ cp -f $(JOBSET_ROOT)/config/components/crd/bases/* $(EXTERNAL_CRDS_DIR)/jobset-operator/ SCHEDULER_PLUGINS_ROOT = $(shell go list -m -f "{{.Dir}}" sigs.k8s.io/scheduler-plugins) .PHONY: scheduler-plugins-crd scheduler-plugins-crd: ## Copy the CRDs from the Scheduler Plugins repository to the manifests/external-crds directory. mkdir -p $(EXTERNAL_CRDS_DIR)/scheduler-plugins/ cp -f $(SCHEDULER_PLUGINS_ROOT)/manifests/coscheduling/* $(EXTERNAL_CRDS_DIR)/scheduler-plugins VOLCANO_APIS_ROOT = $(shell go list -m -f "{{.Dir}}" volcano.sh/apis) VOLCANO_VERSION = $(shell basename $(VOLCANO_APIS_ROOT) | cut -d'@' -f2) VOLCANO_CRD_URL = https://raw.githubusercontent.com/volcano-sh/volcano/$(VOLCANO_VERSION)/config/crd/volcano/bases/scheduling.volcano.sh_podgroups.yaml .PHONY: volcano-crd volcano-crd: ## Copy the CRDs from Volcano repository to the manifests/external-crds directory. mkdir -p $(EXTERNAL_CRDS_DIR)/volcano/ curl -sSL $(VOLCANO_CRD_URL) -o $(EXTERNAL_CRDS_DIR)/volcano/scheduling.volcano.sh_podgroups.yaml # Instructions for code generation. .PHONY: manifests manifests: controller-gen ## Generate manifests. $(CONTROLLER_GEN) "crd:generateEmbeddedObjectMeta=true" rbac:roleName=kubeflow-trainer-controller-manager webhook \ paths="./pkg/apis/trainer/v1alpha1/...;./pkg/controller/...;./pkg/runtime/...;./pkg/webhooks/...;./pkg/util/cert/..." \ output:crd:artifacts:config=manifests/base/crds \ output:rbac:artifacts:config=manifests/base/rbac \ output:webhook:artifacts:config=manifests/base/webhook @# controller-gen emits no license header. Prepend the year-less @# boilerplate to each generated manifest. controller-gen rewrites these @# files in full on every run, so prepending here once is idempotent. @for f in manifests/base/crds/trainer.kubeflow.org_*.yaml \ manifests/base/rbac/role.yaml \ manifests/base/webhook/manifests.yaml; do \ { cat $(BOILERPLATE_HEADER); echo; cat "$$f"; } > "$$f.tmp" && mv "$$f.tmp" "$$f"; \ done cp -f manifests/base/crds/trainer.kubeflow.org_*.yaml $(TRAINER_CHART_DIR)/crds/ .PHONY: generate generate: go-mod-download manifests helm-docs ## Generate APIs. $(CONTROLLER_GEN) object:headerFile="hack/boilerplate/boilerplate.go.txt" paths="./pkg/apis/..." hack/update-codegen.sh $(CONTROLLER_GEN) object:headerFile="hack/boilerplate/boilerplate.go.txt" paths="./pkg/apis/config/v1alpha1/..." CONTAINER_RUNTIME=$(CONTAINER_RUNTIME) hack/python-api/gen-api.sh .PHONY: go-mod-download go-mod-download: ## Run go mod download to download modules. go mod download # Instructions for code formatting. .PHONY: fmt fmt: ## Run go fmt against the code. go fmt ./... .PHONY: vet vet: ## Run go vet against the code. go vet ./... .PHONY: golangci-lint golangci-lint: golangci-lint-install golangci-lint-kal ## Run golangci-lint to verify Go files. $(GOLANGCI_LINT) run --timeout 5m $(LINT_PKG) $(GOLANGCI_LINT_KAL) run -v --config $(PROJECT_DIR)/.golangci-kal.yml .PHONY: verify-boilerplate verify-boilerplate: ## Verify copyright boilerplate headers in source files. python3 hack/boilerplate/boilerplate.py --base-ref "$(TARGET_BRANCH)" # Instructions to run tests. .PHONY: test test: ## Run Go unit test. go test $(shell go list ./... | grep -Ev '/(test|cmd|hack|pkg/apis|pkg/client|pkg/util/testing)') -coverprofile cover.out .PHONY: test-integration test-integration: ginkgo envtest jobset-operator-crd scheduler-plugins-crd volcano-crd ## Run Go integration test. KUBEBUILDER_ASSETS="$(shell $(ENVTEST) use $(K8S_VERSION) -p path)" $(GINKGO) -v ./test/integration/... .PHONY: test-python test-python: ## Run Python unit test. pip install pytest pip install -r ./cmd/initializers/dataset/requirements.txt PYTHONPATH=$(PROJECT_DIR) pytest ./pkg/initializers/dataset PYTHONPATH=$(PROJECT_DIR) pytest ./pkg/initializers/model PYTHONPATH=$(PROJECT_DIR) pytest ./pkg/initializers/utils .PHONY: test-python-integration test-python-integration: ## Run Python integration test. pip install pytest pip install -r ./cmd/initializers/dataset/requirements.txt PYTHONPATH=$(PROJECT_DIR) pytest ./test/integration/initializers .PHONY: test-rust test-rust: ## Run Rust unit test. cargo test --lib --bins --manifest-path ./pkg/data_cache/Cargo.toml .PHONY: test-e2e-setup-cluster test-e2e-setup-cluster: kind ## Setup Kind cluster for e2e test. (Set GPU_CLUSTER=gpu for GPU nodes) CLUSTER_TYPE=$(CLUSTER_TYPE) KIND=$(KIND) K8S_VERSION=$(K8S_VERSION) INSTALL_METHOD=$(INSTALL_METHOD) ./hack/e2e-setup-cluster.sh .PHONY: test-e2e test-e2e: ginkgo ## Run Go e2e test. $(GINKGO) -v ./test/e2e/... # Input and output location for Notebooks executed with Papermill. NOTEBOOK_INPUT=$(PROJECT_DIR)/examples/pytorch/image-classification/mnist.ipynb NOTEBOOK_OUTPUT=$(PROJECT_DIR)/artifacts/notebooks/trainer_output.ipynb PAPERMILL_PARAMS= PAPERMILL_TIMEOUT=900 .PHONY: test-e2e-notebook test-e2e-notebook: ## Run Jupyter Notebook with Papermill. NOTEBOOK_INPUT=$(NOTEBOOK_INPUT) NOTEBOOK_OUTPUT=$(NOTEBOOK_OUTPUT) PAPERMILL_PARAMS="$(PAPERMILL_PARAMS)" PAPERMILL_TIMEOUT=$(PAPERMILL_TIMEOUT) ./hack/e2e-run-notebook.sh ##@ Documentation .PHONY: docs docs: ## Build HTML documentation locally cd docs && $(MAKE) html .PHONY: docs-linkcheck docs-linkcheck: ## Check all links in documentation cd docs && $(MAKE) linkcheck .PHONY: docs-clean docs-clean: ## Remove documentation build artifacts cd docs && $(MAKE) clean .PHONY: docs-serve docs-serve: ## Build and serve documentation locally with live reload cd docs && $(MAKE) serve ##@ Helm TARGET_BRANCH ?= master .PHONY: helm-unittest helm-unittest: helm-unittest-plugin ## Run Helm chart unittests. $(HELM) unittest $(TRAINER_CHART_DIR) --strict --file "tests/**/*_test.yaml" .PHONY: helm-lint helm-lint: ## Run Helm chart lint test. docker run --rm --workdir /workspace --user "$(shell id -u):$(shell id -g)" --volume "$$(pwd):/workspace" quay.io/helmpack/chart-testing:$(HELM_CHART_TESTING_VERSION) ct lint --target-branch $(TARGET_BRANCH) --validate-maintainers=false --check-version-increment=false .PHONY: helm-docs helm-docs: helm-docs-plugin ## Generates markdown documentation for helm charts from requirements and values files. $(HELM_DOCS) --sort-values-order=file ##@ Release # Release version, including the leading "v" (vX.Y.Z or vX.Y.Z-rc.N). VERSION ?= GITHUB_TOKEN ?= .PHONY: release release: ## Create a release commit. Usage: make release VERSION=vX.Y.Z [GITHUB_TOKEN=] @if [ -z "$(VERSION)" ] || ! echo "$(VERSION)" | grep -E -q '^v[0-9]+\.[0-9]+\.[0-9]+(-rc\.[0-9]+)?$$'; then \ echo "Error: VERSION must be set in vX.Y.Z or vX.Y.Z-rc.N format. Usage: make release VERSION=vX.Y.Z[-rc.N]"; \ exit 1; \ fi @echo -n "$(VERSION)" > VERSION @echo "Updated VERSION to $(VERSION)" @CHART_VERSION=$$(echo "$(VERSION)" | $(SED) 's/^v//'); \ $(SED) -i "s/^version: .*/version: $$CHART_VERSION/" charts/kubeflow-trainer/Chart.yaml; \ echo "Updated Helm chart version to $$CHART_VERSION" @if echo "$(VERSION)" | grep -E -q '\-rc\.[0-9]+$$'; then \ echo "Skipping changelog generation for RC release $(VERSION)"; \ else \ git fetch upstream --tags --prune; \ MAJOR_MINOR=$$(echo "$(VERSION)" | $(SED) 's/^v//' | cut -d. -f1,2); \ CHANGELOG_PATH="CHANGELOG/CHANGELOG-$$MAJOR_MINOR.md"; \ RELEASE_BRANCH="release-$$MAJOR_MINOR"; \ RELEASE_SHA=$$(git rev-parse --verify --quiet "refs/remotes/upstream/$$RELEASE_BRANCH"); \ if [ -n "$$RELEASE_SHA" ]; then \ PREV_TAG=$$(git describe --tags --abbrev=0 --match 'v[0-9]*' --exclude '*rc*' "$$RELEASE_SHA" 2>/dev/null || true); \ if [ -n "$$PREV_TAG" ]; then \ CLIFF_SCOPE="$$PREV_TAG..$$RELEASE_SHA"; \ echo "Generating changelog for $(VERSION) (range: $$PREV_TAG..$$RELEASE_BRANCH @ $$RELEASE_SHA)"; \ else \ CLIFF_SCOPE="--unreleased"; \ echo "Generating changelog for $(VERSION) (no prior tag on $$RELEASE_BRANCH; using --unreleased)"; \ fi; \ elif [ ! -f "$$CHANGELOG_PATH" ]; then \ CLIFF_SCOPE="--unreleased"; \ echo "Generating changelog for $(VERSION) (new release line $$MAJOR_MINOR, branch $$RELEASE_BRANCH not created yet; using --unreleased)"; \ else \ echo "Error: branch $$RELEASE_BRANCH not found locally or on upstream, but $$CHANGELOG_PATH exists. Run: git fetch upstream $$RELEASE_BRANCH"; \ exit 1; \ fi; \ CLIFF_CMD="docker run --rm -u $$(id -u):$$(id -g) -v $(PROJECT_DIR):/app"; \ if [ -n "$(GITHUB_TOKEN)" ]; then \ CLIFF_CMD="$$CLIFF_CMD -e GITHUB_TOKEN=$(GITHUB_TOKEN)"; \ fi; \ CLIFF_CMD="$$CLIFF_CMD -w /app ghcr.io/orhun/git-cliff/git-cliff:latest $$CLIFF_SCOPE --tag $(VERSION)"; \ if [ -f "$$CHANGELOG_PATH" ]; then \ $$CLIFF_CMD --prepend "$$CHANGELOG_PATH"; \ else \ $$CLIFF_CMD -o "$$CHANGELOG_PATH"; \ printf '%s\n' "$$(cat "$$CHANGELOG_PATH")" > "$$CHANGELOG_PATH"; \ fi; \ echo "Changelog generated at $$CHANGELOG_PATH"; \ fi @echo "Regenerating files for $(VERSION)" @$(MAKE) generate @echo "" @echo "Release commit for $(VERSION) is ready." @echo "Review the changelog changes, then commit with:" @echo " git add -A && git commit -s -m 'Prepare Release $(VERSION)'"