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On HBase Integration Testing
  Andrew Purtell, Hadoop Group at Trend Micro
             apurtell@apache.org
Introducing Apache Bigtop




                            (and other custom
                            distros)
Introducing Apache Bigtop
A new project in incubation with committers from
 Cloudera, Ubuntu, and others

The goal is to do for Hadoop what Debian did for
  Linux

Build and packaging infrastructure
  Makefile based (yes!)
  RPM and DEB packaging targets

Deployment infrastructure
  Puppet

Integration test infrastructure
  iTest
Introducing Apache Bigtop
A new project in incubation with committers from
 Cloudera, Ubuntu, and others

The goal is to do for Hadoop what Debian did for
  Linux

Build and packaging infrastructure
  Makefile based (yes!)
  RPM and DEB packaging targets

Deployment infrastructure
  Puppet

Integration test infrastructure
  iTest
                   This seems like it could be useful
iTest
A framework for integration testing

Provides a high-level abstraction for querying and
  driving OS level packaging systems during full
  system integration tests
  Install package
  Run tests
  Check results
  Remove package
  Start/stop SysV services

Transparent shell-outs written in Java and Groovy
  Convenient to write tests that are scripting (Groovy) layered
    over command line invocations ("hadoop jar ...")

Helper functions for unpacking data from JAR files,
 filesystem paths, classpath, etc.
HBASE-6201 (and friends)
From Enis Söztutar

Add ability to run all integration/system tests locally or
 on a given cluster

  With 'mvn verify' though Stack suggests this hasn't been
    possible to date using Maven machinery alone

  Or, by importing and using iTest (and exposing this also to
    BigTop) – I personally think this is promising

                                         MiniCluster


        'mvn verify'       iTest


                                         Actual cluster
HBASE-6201 (and friends)
Convert candidate unit tests that run on a full
 MiniCluster into integration tests that can run on a
 real cluster

  TestAcidGuarantees
  TestAtomicOperation
  TestRegionBalancing
  TestFullLogReconstruction
  TestMasterFailover
  TestImportExport
  TestRollingRestart
  TestMultiVersions
  TestKeepDeletes
  TestFromClientSide
  TestSplitTransactionOnCluster
  ... and more
HBASE-6201 (and friends)
Add more tests, especially, long running ingestion
 tests and chaos monkey

  LoadTestTool

  YCSB

  GoraCI

  Resurrect Gremlins? https://github.com/toddlipcon/gremlins
Going beyond HBASE-6201
Add full system application test cases

  I have a Heritrix / hbase-writer based webtable thingy ?

  JGit backed by HBase https://github.com/apurtell/jgit-hbase ?

  Canned queries for Titan (http://thinkaurelius.github.com/titan/ ) or
    something that uses Apache Giraph's HBase storage
    adapter ?

  Canned data and scripts for Apache Pig and Hive ?

Add Kerberos setup and usage helper functions to
 iTest
  so then we can finesse integration testing with security
    enabled at the Hadoop, HBase, and/or ZooKeeper layers
End. Discuss.

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HBase Integration Testing Framework iTest

  • 1. On HBase Integration Testing Andrew Purtell, Hadoop Group at Trend Micro apurtell@apache.org
  • 2. Introducing Apache Bigtop (and other custom distros)
  • 3. Introducing Apache Bigtop A new project in incubation with committers from Cloudera, Ubuntu, and others The goal is to do for Hadoop what Debian did for Linux Build and packaging infrastructure Makefile based (yes!) RPM and DEB packaging targets Deployment infrastructure Puppet Integration test infrastructure iTest
  • 4. Introducing Apache Bigtop A new project in incubation with committers from Cloudera, Ubuntu, and others The goal is to do for Hadoop what Debian did for Linux Build and packaging infrastructure Makefile based (yes!) RPM and DEB packaging targets Deployment infrastructure Puppet Integration test infrastructure iTest This seems like it could be useful
  • 5. iTest A framework for integration testing Provides a high-level abstraction for querying and driving OS level packaging systems during full system integration tests Install package Run tests Check results Remove package Start/stop SysV services Transparent shell-outs written in Java and Groovy Convenient to write tests that are scripting (Groovy) layered over command line invocations ("hadoop jar ...") Helper functions for unpacking data from JAR files, filesystem paths, classpath, etc.
  • 6. HBASE-6201 (and friends) From Enis Söztutar Add ability to run all integration/system tests locally or on a given cluster With 'mvn verify' though Stack suggests this hasn't been possible to date using Maven machinery alone Or, by importing and using iTest (and exposing this also to BigTop) – I personally think this is promising MiniCluster 'mvn verify' iTest Actual cluster
  • 7. HBASE-6201 (and friends) Convert candidate unit tests that run on a full MiniCluster into integration tests that can run on a real cluster TestAcidGuarantees TestAtomicOperation TestRegionBalancing TestFullLogReconstruction TestMasterFailover TestImportExport TestRollingRestart TestMultiVersions TestKeepDeletes TestFromClientSide TestSplitTransactionOnCluster ... and more
  • 8. HBASE-6201 (and friends) Add more tests, especially, long running ingestion tests and chaos monkey LoadTestTool YCSB GoraCI Resurrect Gremlins? https://github.com/toddlipcon/gremlins
  • 9. Going beyond HBASE-6201 Add full system application test cases I have a Heritrix / hbase-writer based webtable thingy ? JGit backed by HBase https://github.com/apurtell/jgit-hbase ? Canned queries for Titan (http://thinkaurelius.github.com/titan/ ) or something that uses Apache Giraph's HBase storage adapter ? Canned data and scripts for Apache Pig and Hive ? Add Kerberos setup and usage helper functions to iTest so then we can finesse integration testing with security enabled at the Hadoop, HBase, and/or ZooKeeper layers