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...is a project for the development of packaging and tests of the Apache Hadoop ecosystem.
The primary goal of Apache Bigtop is to build a community around the packaging and interoperability testing of Apache Hadoop-related projects. This includes testing at various levels (packaging, platform, runtime, upgrade, etc...) developed by a community with a focus on the system as a whole, rather than individual projects.
Immediately Get Started with Deployment and Smoke Testing of BigTop
The simplest way to get a feel for how bigtop works, is to just cd into
bigtop-deploy/vm and try out the recipes under vagrant-puppet-vm, vagrant-puppet-docker, and so on. Each one rapidly spins up, and runs the bigtop smoke tests on, a local bigtop based big data distribution. Once you get the gist, you can hack around with the recipes to learn how the puppet/rpm/smoke-tests all work together, going deeper into the components you are interested in as described below.
Quick overview of source code directories
- bigtop-deploy : deployment scripts, puppet stuff, VM utilities for Apache Bigtop.
- bigtop-packages : RPM/DEB specifications for Apache Bigtop subcomponents
- bigtop-test-framework : The source code for the iTest utilities (framework used by smoke tests).
- bigtop-tests :
- test-artifacts : source for tests.
- test-execution : maven pom drivers for running the integration tests found in test-artifacts.
- bigtop-toolchain : puppet scripts for setting up an instance which can build Apache Bigtop, sets up utils like jdk/maven/protobufs/...
Also, there is a new project underway, Apache Bigtop blueprints, which aims to create templates/examples that demonstrate/compare various Apache Hadoop ecosystem components with one another.
There are lots of ways to contribute. People with different expertise can help with various subprojects:
- puppet : Much of the Apache Bigtop deploy and pacakging tools use puppet to bootstrap and set up a cluster. But recipes for other tools are also welcome (ie. Chef, Ansible, etc.)
- groovy : Primary language used to write the Apache Bigtop smokes and itest framework.
- maven : Used to build Apache Bigtop smokes and also to define the high level Apache Bigtop project.
- RPM/DEB : Used to package Apache Hadoop ecosystem related projects into GNU/Linux installable packages for most popular GNU/Linux distributions. So one could add a new project or improve existing packages.
- hadoop : Apache Hadoop users can also contribute by using the Apache Bigtop smokes, improving them, and evaluating their breadth.
- contributing your workloads : Contributing your workloads enable us to tests projects against real use cases and enable you to have people verifying the use cases you care about are always working.
- documentation : We are always in need of a better documentation!
- giving feedback : Tell us how you use Apache Bigtop, what was great and what was not so great. Also, what are you expecting from it and what would you like to see in the future?
Also, opening JIRA's and getting started by posting on the mailing list is helpful.
What do people use Apache Bigtop for?
You can go to the Apache Bigtop website for notes on how to do "common" tasks like:
- Apache Hadoop App developers: Download an Apache Bigtop built Apache Hadoop 2.0 VM from the website, so you can have a running psuedodistributed Apache Hadoop cluster to test your code on.
- Cluster administers or deployment gurus: Run the Apache Bigtop smoke tests to ensure that your cluster is working.
- Vendors: Build your own Apache Hadoop distribution, customized from Apache Bigtop bits.
Below are some recipes for getting started with using Apache Bigtop. As Apache Bigtop has different subprojects, these recipes will continue to evolve.
For specific questions it's always a good idea to ping the mailing list at firstname.lastname@example.org to get some immediate feedback, or open a JIRA.
For Users: Running the smoke tests.
The simplest way to test bigtop is to:
- Step 1: cd bigtop-tests/smoke-tests/
- Step 2: Follow the instructions in the smoke-tests/README file.
For integration (API level) testing with maven, read on.
For Users: Running the integration tests.
WARNING: since testing packages requires installing them on a live system it is highly recommended to use VMs for that. Testing Apache Bigtop is done using iTest framework. The tests are organized in maven submodules, with one submodule per Apache Bigtop component. The bigtop-tests/test-execution/smokes/pom.xml defines all submodules to be tested, and each submodule is in its own directory under smokes/, for example:
smokes/hadoop/pom.xml smokes/hive/pom.xml ... and so on.
New way (with Gradle build in place)
Step 1: install smoke tests for one or more components
Example 2: Installing just Hadoop-specific smoke tests
Step 2: Run the the smoke tests on your cluster (see Step 3 and/or Step 4 below)
We are on the route of migrating subprojects under top-level gradle build. Currently converted projects could be listed by running
To see the list of tasks in a subproject, ie itest-common, you can run
Step 1: Build the smokes with snapshots. This ensures that all transitive dependencies etc.. are in your repo
mvn clean install -DskipTests -DskipITs -DperformRelease -f ./bigtop-test-framework/pom.xml mvn clean install -DskipTests -DskipITs -DperformRelease -f ./test-artifacts/pom.xml
Step 2: Now, rebuild in "offline" mode. This will make sure that your local changes to bigtop are embeded in the changes.
mvn clean install -DskipTests -DskipITs -DperformRelease -o -nsu -f ./bigtop-test-framework/pom.xml mvn clean install -DskipTests -DskipITs -DperformRelease -o -nsu -f ./bigtop-tests/test-artifacts/pom.xml
Step 3: Now, you can run the smoke tests on your cluster.
Example 1: Running all the smoke tests with TRACE level logging (shows std out from each mr job).
mvn clean verify -Dorg.apache.bigtop.itest.log4j.level=TRACE -f ./bigtop/bigtop-tests/test-execution/smokes/pom.xml
Just running hadoop examples, nothing else.
mvn clean verify -D'org.apache.maven-failsafe-plugin.testInclude=**/*TestHadoopExamples*' -f bigtop-tests/test-execution/smokes/hadoop/pom.xml
Note: A minor bug/issue: you need the "testInclude" regular expression above, even if you don't want to customize the tests, since existing test names don't follow the maven integration test naming convention of IT, but instead, follow the surefire (unit test) convention of Test.
For Users: Creating Your Own Apache Hadoop Environment
Another common use case for Apache Bigtop is creating / setting up your own Apache Hadoop distribution.
For details on this, check out the bigtop-deploy/README.md file, which describes how to use the puppet repos to create and setup your VMs.
There is a current effort underway to create vagrant/docker recipes as well, which will be contained in the bigtop-deploy/ package.
For Developers: Building the entire distribution from scratch
Packages have been built for CentOS/RHEL 5 and 6, Fedora 18, SuSE Linux Enterprise 11, OpenSUSE12.2, Ubuntu LTS Lucid and Precise, and Ubuntu Quantal. They can probably be built for other platforms as well. Some of the binary artifacts might be compatible with other closely related distributions.
On all systems, Building Apache Bigtop requires certain set of tools
To bootstrap the development environment from scratch execute
This build task expected Puppet 3.x to be installed; user has to have sudo permissions. The task will pull down and install all development dependencies, frameworks and SDKs, required to build the stack on your platform.
- Building packages :
- Building local YUM/APT repositories :
For Developers: Building and modifying the web site
The website can be built by running
mvn site:site from the root directory of the
project. The main page can be accessed from "project_root/target/site/index.html".
The source for the website is located in "project_root/src/site/".
For Developers: Building a component from Git repository
To fetch source from a Git repository you need to modify
bigtop.mk and add the
following fields to your package:
_GIT_REPO- SSH, HTTP or local path to Git repo.
_GIT_REF- branch, tag or commit hash to check out.
Some packages have different names for source directory and source tarball
By default source will be fetched in a directory named
To explicitly set directory name use the
Example for HBase:
HBASE_GIT_REPO=https://github.com/apache/hbase.git HBASE_GIT_REF=$(HBASE_PKG_VERSION) HBASE_GIT_DIR=hbase-$(HBASE_PKG_VERSION)
You can get in touch with us on the Apache Bigtop mailing lists.