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Move docker image management and test entrypoint to Maven (#31)
* Use an nginx server for remote jars tests. * Moves all integration test setup logic to Maven and scripts. The Kubernetes integration tests now always expect an image to be pre-built, so we no longer build images with Scala code. Maven's pre-integration-test invokes a single script to bootstrap the environment with the built images, etc. In the transition we try to keep as much of the same semantics as possible. * Update documentation * Remove unnecessary .gitignore entries * Use $IMAGE_TAG instead of $TAG * Don't write image tag file twice * Remove using nginx file server * Remove some lines * Split building Spark for dev environment from build reactor * Small docs fix * Docs formatting fix * Spark TGZ can be empty instead of N/A, throw an error if not provided. * Remove extraneous --skip-building-docker-images flag. * Switch back to using the N/A placeholder * Remove extraneous code * Remove maven args because they don't work * Fix scripts * Don't get Maven if it's already there * Put quotes everywhere * Minor formatting * Hard set Minikube binary location. * Run Minikube from bash -c
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.idea/ | ||
spark/ | ||
integration-test/target/ | ||
target/ | ||
build/*.jar | ||
build/apache-maven* | ||
build/scala* | ||
build/zinc* | ||
build/run-mvn | ||
*.class | ||
*.log | ||
*.iml | ||
*.swp |
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@@ -8,98 +8,67 @@ title: Spark on Kubernetes Integration Tests | |
Note that the integration test framework is currently being heavily revised and | ||
is subject to change. Note that currently the integration tests only run with Java 8. | ||
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As shorthand to run the tests against any given cluster, you can use the `e2e/runner.sh` script. | ||
The script assumes that you have a functioning Kubernetes cluster (1.6+) with kubectl | ||
configured to access it. The master URL of the currently configured cluster on your | ||
machine can be discovered as follows: | ||
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``` | ||
$ kubectl cluster-info | ||
Kubernetes master is running at https://xyz | ||
``` | ||
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If you want to use a local [minikube](https://github.com/kubernetes/minikube) cluster, | ||
the minimum tested version is 0.23.0, with the kube-dns addon enabled | ||
and the recommended configuration is 3 CPUs and 4G of memory. There is also a wrapper | ||
script for running on minikube, `e2e/e2e-minikube.sh` for testing the master branch | ||
of the apache/spark repository in specific. | ||
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``` | ||
$ minikube start --memory 4000 --cpus 3 | ||
``` | ||
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If you're using a non-local cluster, you must provide an image repository | ||
which you have write access to, using the `-i` option, in order to store docker images | ||
generated during the test. | ||
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Example usages of the script: | ||
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``` | ||
$ ./e2e/runner.sh -m https://xyz -i docker.io/foxish -d cloud | ||
$ ./e2e/runner.sh -m https://xyz -i test -d minikube | ||
$ ./e2e/runner.sh -m https://xyz -i test -r https://github.com/my-spark/spark -d minikube | ||
$ ./e2e/runner.sh -m https://xyz -i test -r https://github.com/my-spark/spark -b my-branch -d minikube | ||
``` | ||
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# Detailed Documentation | ||
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## Running the tests using maven | ||
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Integration tests firstly require installing [Minikube](https://kubernetes.io/docs/getting-started-guides/minikube/) on | ||
your machine, and for the `Minikube` binary to be on your `PATH`.. Refer to the Minikube documentation for instructions | ||
on how to install it. It is recommended to allocate at least 8 CPUs and 8GB of memory to the Minikube cluster. | ||
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Running the integration tests requires a Spark distribution package tarball that | ||
contains Spark jars, submission clients, etc. You can download a tarball from | ||
http://spark.apache.org/downloads.html. Or, you can create a distribution from | ||
source code using `make-distribution.sh`. For example: | ||
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``` | ||
$ git clone [email protected]:apache/spark.git | ||
$ cd spark | ||
$ ./dev/make-distribution.sh --tgz \ | ||
-Phadoop-2.7 -Pkubernetes -Pkinesis-asl -Phive -Phive-thriftserver | ||
``` | ||
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The above command will create a tarball like spark-2.3.0-SNAPSHOT-bin.tgz in the | ||
top-level dir. For more details, see the related section in | ||
[building-spark.md](https://github.com/apache/spark/blob/master/docs/building-spark.md#building-a-runnable-distribution) | ||
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Once you prepare the tarball, the integration tests can be executed with Maven or | ||
your IDE. Note that when running tests from an IDE, the `pre-integration-test` | ||
phase must be run every time the Spark main code changes. When running tests | ||
from the command line, the `pre-integration-test` phase should automatically be | ||
invoked if the `integration-test` phase is run. | ||
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With Maven, the integration test can be run using the following command: | ||
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``` | ||
$ mvn clean integration-test \ | ||
-Dspark-distro-tgz=spark/spark-2.3.0-SNAPSHOT-bin.tgz | ||
``` | ||
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## Running against an arbitrary cluster | ||
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In order to run against any cluster, use the following: | ||
```sh | ||
$ mvn clean integration-test \ | ||
-Dspark-distro-tgz=spark/spark-2.3.0-SNAPSHOT-bin.tgz \ | ||
-DextraScalaTestArgs="-Dspark.kubernetes.test.master=k8s://https://<master> | ||
## Reuse the previous Docker images | ||
The integration tests build a number of Docker images, which takes some time. | ||
By default, the images are built every time the tests run. You may want to skip | ||
re-building those images during development, if the distribution package did not | ||
change since the last run. You can pass the property | ||
`spark.kubernetes.test.imageDockerTag` to the test process and specify the Docker | ||
image tag that is appropriate. | ||
Here is an example: | ||
``` | ||
$ mvn clean integration-test \ | ||
-Dspark-distro-tgz=spark/spark-2.3.0-SNAPSHOT-bin.tgz \ | ||
-Dspark.kubernetes.test.imageDockerTag=latest | ||
``` | ||
The simplest way to run the integration tests is to install and run Minikube, then run the following: | ||
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dev/dev-run-integration-tests.sh | ||
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The minimum tested version of Minikube is 0.23.0. The kube-dns addon must be enabled. Minikube should | ||
run with a minimum of 3 CPUs and 4G of memory: | ||
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minikube start --cpus 3 --memory 4096 | ||
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You can download Minikube [here](https://github.com/kubernetes/minikube/releases). | ||
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# Integration test customization | ||
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Configuration of the integration test runtime is done through passing different arguments to the test script. The main useful options are outlined below. | ||
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## Use a non-local cluster | ||
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To use your own cluster running in the cloud, set the following: | ||
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* `--deploy-mode cloud` to indicate that the test is connecting to a remote cluster instead of Minikube, | ||
* `--spark-master <master-url>` - set `<master-url>` to the externally accessible Kubernetes cluster URL, | ||
* `--image-repo <repo>` - set `<repo>` to a write-accessible Docker image repository that provides the images for your cluster. The framework assumes your local Docker client can push to this repository. | ||
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Therefore the command looks like this: | ||
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dev/dev-run-integration-tests.sh \ | ||
--deploy-mode cloud \ | ||
--spark-master https://example.com:8443/apiserver \ | ||
--image-repo docker.example.com/spark-images | ||
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## Re-using Docker Images | ||
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By default, the test framework will build new Docker images on every test execution. A unique image tag is generated, | ||
and it is written to file at `target/imageTag.txt`. To reuse the images built in a previous run, or to use a Docker image tag | ||
that you have built by other means already, pass the tag to the test script: | ||
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dev/dev-run-integration-tests.sh --image-tag <tag> | ||
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where if you still want to use images that were built before by the test framework: | ||
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dev/dev-run-integration-tests.sh --image-tag $(cat target/imageTag.txt) | ||
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## Customizing the Spark Source Code to Test | ||
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By default, the test framework will test the master branch of Spark from [here](https://github.com/apache/spark). You | ||
can specify the following options to test against different source versions of Spark: | ||
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* `--spark-repo <repo>` - set `<repo>` to the git or http URI of the Spark git repository to clone | ||
* `--spark-branch <branch>` - set `<branch>` to the branch of the repository to build. | ||
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An example: | ||
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dev/dev-run-integration-tests.sh \ | ||
--spark-repo https://github.com/apache-spark-on-k8s/spark \ | ||
--spark-branch new-feature | ||
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Additionally, you can use a pre-built Spark distribution. In this case, the repository is not cloned at all, and no | ||
source code has to be compiled. | ||
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* `--spark-tgz <path-to-tgz>` - set `<path-to-tgz>` to point to a tarball containing the Spark distribution to test. | ||
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When the tests are cloning a repository and building it, the Spark distribution is placed in `target/spark/spark-<VERSION>.tgz`. | ||
Reuse this tarball to save a significant amount of time if you are iterating on the development of these integration tests. |
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#!/usr/bin/env bash | ||
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# | ||
# Licensed to the Apache Software Foundation (ASF) under one or more | ||
# contributor license agreements. See the NOTICE file distributed with | ||
# this work for additional information regarding copyright ownership. | ||
# The ASF licenses this file to You under the Apache License, Version 2.0 | ||
# (the "License"); you may not use this file except in compliance with | ||
# the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
# | ||
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TEST_ROOT_DIR=$(git rev-parse --show-toplevel) | ||
BRANCH="master" | ||
SPARK_REPO="https://github.com/apache/spark" | ||
SPARK_REPO_LOCAL_DIR="$TEST_ROOT_DIR/target/spark" | ||
DEPLOY_MODE="minikube" | ||
IMAGE_REPO="docker.io/kubespark" | ||
SPARK_TGZ="N/A" | ||
IMAGE_TAG="N/A" | ||
SPARK_MASTER= | ||
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# Parse arguments | ||
while (( "$#" )); do | ||
case $1 in | ||
--spark-branch) | ||
BRANCH="$2" | ||
shift | ||
;; | ||
--spark-repo) | ||
SPARK_REPO="$2" | ||
shift | ||
;; | ||
--image-repo) | ||
IMAGE_REPO="$2" | ||
shift | ||
;; | ||
--image-tag) | ||
IMAGE_TAG="$2" | ||
shift | ||
;; | ||
--deploy-mode) | ||
DEPLOY_MODE="$2" | ||
shift | ||
;; | ||
--spark-tgz) | ||
SPARK_TGZ="$2" | ||
shift | ||
;; | ||
*) | ||
break | ||
;; | ||
esac | ||
shift | ||
done | ||
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if [[ $SPARK_TGZ == "N/A" ]]; | ||
then | ||
echo "Cloning $SPARK_REPO into $SPARK_REPO_LOCAL_DIR and checking out $BRANCH." | ||
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# clone spark distribution if needed. | ||
if [ -d "$SPARK_REPO_LOCAL_DIR" ]; | ||
then | ||
(cd $SPARK_REPO_LOCAL_DIR && git fetch origin $branch); | ||
else | ||
mkdir -p $SPARK_REPO_LOCAL_DIR; | ||
git clone -b $BRANCH --single-branch $SPARK_REPO $SPARK_REPO_LOCAL_DIR; | ||
fi | ||
cd $SPARK_REPO_LOCAL_DIR | ||
git checkout -B $BRANCH origin/$branch | ||
./dev/make-distribution.sh --tgz -Phadoop-2.7 -Pkubernetes -DskipTests; | ||
SPARK_TGZ=$(find $SPARK_REPO_LOCAL_DIR -name spark-*.tgz) | ||
echo "Built Spark TGZ at $SPARK_TGZ". | ||
cd - | ||
fi | ||
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cd $TEST_ROOT_DIR | ||
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if [ -z $SPARK_MASTER ]; | ||
then | ||
build/mvn integration-test \ | ||
-Dspark.kubernetes.test.sparkTgz=$SPARK_TGZ \ | ||
-Dspark.kubernetes.test.imageTag=$IMAGE_TAG \ | ||
-Dspark.kubernetes.test.imageRepo=$IMAGE_REPO \ | ||
-Dspark.kubernetes.test.deployMode=$DEPLOY_MODE; | ||
else | ||
build/mvn integration-test \ | ||
-Dspark.kubernetes.test.sparkTgz=$SPARK_TGZ \ | ||
-Dspark.kubernetes.test.imageTag=$IMAGE_TAG \ | ||
-Dspark.kubernetes.test.imageRepo=$IMAGE_REPO \ | ||
-Dspark.kubernetes.test.deployMode=$DEPLOY_MODE \ | ||
-Dspark.kubernetes.test.master=$SPARK_MASTER; | ||
fi |
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