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Developer Guide

Build the Operator

In case you want to build the operator from the source code, e.g., to test a fix or a feature you write, you can do so following the instructions below.

The easiest way to build the operator without worrying about its dependencies is to just build an image using the Dockerfile.

$ docker build -t <image-tag> .

The operator image is built upon a base Spark image that defaults to gcr.io/spark-operator/spark:v2.4.0. If you want to use your own Spark image (e.g., an image with a different version of Spark or some custom dependencies), specify the argument SPARK_IMAGE as the following example shows:

$ docker build --build-arg SPARK_IMAGE=<your Spark image> -t <image-tag> .

If you want to use the operator on OpenShift clusters, first make sure you have Docker version 18.09.3 or above, then build your operator image using the OpenShift-specific Dockerfile.

$ export DOCKER_BUILDKIT=1
$ docker build -t <image-tag> -f Dockerfile.rh .

If you'd like to build/test the spark-operator locally, follow the instructions below:

$ mkdir -p $GOPATH/src/github.com/GoogleCloudPlatform
$ cd $GOPATH/src/github.com/GoogleCloudPlatform
$ git clone [email protected]:GoogleCloudPlatform/spark-on-k8s-operator.git
$ cd spark-on-k8s-operator

The operator uses dep for dependency management. Please install dep following the instruction on the website if you don't have it available locally. To install the dependencies, run the following command:

$ dep ensure

To update the dependencies, run the following command. (You can skip this unless you know there's a dependency that needs updating):

$ dep ensure -update

Before building the operator the first time, run the following commands to get the required Kubernetes code generators:

$ go get -u k8s.io/code-generator/cmd/client-gen
$ go get -u k8s.io/code-generator/cmd/deepcopy-gen
$ go get -u k8s.io/code-generator/cmd/defaulter-gen

To update the auto-generated code, run the following command. (This step is only required if the CRD types have been changed):

$ go generate

You can verify the current auto-generated code is up to date with:

$ hack/verify-codegen.sh

To build the operator, run the following command:

$ GOOS=linux go build -o spark-operator

To run unit tests, run the following command:

$ go test ./...

Leader election for HA

Currently, master branch code doesn't support HA and there are some issue and PRs( PR1, PR2) on it. Both PRs are implemented by utilizing leaderelection tool, which is an alpha API and may change significantly or even be removed in the future. As a result, it might be better for you to implement and test this feature based on PRs above. To achieve leader election, we should ensure that only one applicationController and one scheduledApplicationController running at any time. And there can be multiple webhook servers running simultaneously for the reason that webhook service can route mutating admission requests to any replicas.