Skip to content

Latest commit

 

History

History
513 lines (452 loc) · 18 KB

README.md

File metadata and controls

513 lines (452 loc) · 18 KB
Raw

System Integration & Performance Testing

This directory contains Kafka system integration and performance tests. ducktape is used to run the tests.
(ducktape is a distributed testing framework which provides test runner, result reporter and utilities to pull up and tear down services.)

Running tests using docker

Docker containers can be used for running kafka system tests locally.

  • Requirements
    • Docker 1.12.3 (or higher) is installed and running on the machine.
    • Test require that Kafka, including system test libs, is built. This can be done by running ./gradlew clean systemTestLibs
  • Run all tests
bash tests/docker/run_tests.sh
  • Run all tests with debug on (warning will produce log of logs)
_DUCKTAPE_OPTIONS="--debug" bash tests/docker/run_tests.sh | tee debug_logs.txt
  • Run a subset of tests
TC_PATHS="tests/kafkatest/tests/streams tests/kafkatest/tests/tools" bash tests/docker/run_tests.sh
  • Run a specific tests file
TC_PATHS="tests/kafkatest/tests/client/pluggable_test.py" bash tests/docker/run_tests.sh
  • Run a specific test class
TC_PATHS="tests/kafkatest/tests/client/pluggable_test.py::PluggableConsumerTest" bash tests/docker/run_tests.sh
  • Run a specific test method
TC_PATHS="tests/kafkatest/tests/client/pluggable_test.py::PluggableConsumerTest.test_start_stop" bash tests/docker/run_tests.sh
  • Run tests with a different JVM
bash tests/docker/ducker-ak up -j 'openjdk:11'; tests/docker/run_tests.sh
  • Notes
    • The scripts to run tests creates and destroys docker network named knw. This network can't be used for any other purpose.
    • The docker containers are named knode01, knode02 etc. These nodes can't be used for any other purpose.

Examining CI run

  • Set BUILD_ID is travis ci's build id. E.g. build id is 169519874 for the following build
https://travis-ci.org/apache/kafka/builds/169519874
  • Getting number of tests that were actually run
for id in $(curl -sSL https://api.travis-ci.org/builds/$BUILD_ID | jq '.matrix|map(.id)|.[]'); do curl -sSL "https://api.travis-ci.org/jobs/$id/log.txt?deansi=true" ; done | grep -cE 'RunnerClient: Loading test'
  • Getting number of tests that passed
for id in $(curl -sSL https://api.travis-ci.org/builds/$BUILD_ID | jq '.matrix|map(.id)|.[]'); do curl -sSL "https://api.travis-ci.org/jobs/$id/log.txt?deansi=true" ; done | grep -cE 'RunnerClient.*PASS'
  • Getting all the logs produced from a run
for id in $(curl -sSL https://api.travis-ci.org/builds/$BUILD_ID | jq '.matrix|map(.id)|.[]'); do curl -sSL "https://api.travis-ci.org/jobs/$id/log.txt?deansi=true" ; done
  • Explanation of curl calls to travis-ci & jq commands
    • We get json information of the build using the following command
curl -sSL https://api.travis-ci.org/apache/kafka/builds/169519874

This produces a json about the build which looks like:

{
  "id": 169519874,
  "repository_id": 6097916,
  "number": "19",
  "config": {
    "sudo": "required",
    "dist": "trusty",
    "language": "java",
    "env": [
      "TC_PATHS=\"tests/kafkatest/tests/client\"",
      "TC_PATHS=\"tests/kafkatest/tests/connect tests/kafkatest/tests/streams tests/kafkatest/tests/tools\"",
      "TC_PATHS=\"tests/kafkatest/tests/mirror_maker\"",
      "TC_PATHS=\"tests/kafkatest/tests/replication\"",
      "TC_PATHS=\"tests/kafkatest/tests/upgrade\"",
      "TC_PATHS=\"tests/kafkatest/tests/security\"",
      "TC_PATHS=\"tests/kafkatest/tests/core\""
    ],
    "jdk": [
      "oraclejdk8"
    ],
    "before_install": null,
    "script": [
      "./gradlew systemTestLibs && /bin/bash ./tests/travis/run_tests.sh"
    ],
    "services": [
      "docker"
    ],
    "before_cache": [
      "rm -f  $HOME/.gradle/caches/modules-2/modules-2.lock",
      "rm -fr $HOME/.gradle/caches/*/plugin-resolution/"
    ],
    "cache": {
      "directories": [
        "$HOME/.m2/repository",
        "$HOME/.gradle/caches/",
        "$HOME/.gradle/wrapper/"
      ]
    },
    ".result": "configured",
    "group": "stable"
  },
  "state": "finished",
  "result": null,
  "status": null,
  "started_at": "2016-10-21T13:35:43Z",
  "finished_at": "2016-10-21T14:46:03Z",
  "duration": 16514,
  "commit": "7e583d9ea08c70dbbe35a3adde72ed203a797f64",
  "branch": "trunk",
  "message": "respect _DUCK_OPTIONS",
  "committed_at": "2016-10-21T00:12:36Z",
  "author_name": "Raghav Kumar Gautam",
  "author_email": "[email protected]",
  "committer_name": "Raghav Kumar Gautam",
  "committer_email": "[email protected]",
  "compare_url": "https://github.com/raghavgautam/kafka/compare/cc788ac99ca7...7e583d9ea08c",
  "event_type": "push",
  "matrix": [
    {
      "id": 169519875,
      "repository_id": 6097916,
      "number": "19.1",
      "config": {
        "sudo": "required",
        "dist": "trusty",
        "language": "java",
        "env": "TC_PATHS=\"tests/kafkatest/tests/client\"",
        "jdk": "oraclejdk8",
        "before_install": null,
        "script": [
          "./gradlew systemTestLibs && /bin/bash ./tests/travis/run_tests.sh"
        ],
        "services": [
          "docker"
        ],
        "before_cache": [
          "rm -f  $HOME/.gradle/caches/modules-2/modules-2.lock",
          "rm -fr $HOME/.gradle/caches/*/plugin-resolution/"
        ],
        "cache": {
          "directories": [
            "$HOME/.m2/repository",
            "$HOME/.gradle/caches/",
            "$HOME/.gradle/wrapper/"
          ]
        },
        ".result": "configured",
        "group": "stable",
        "os": "linux"
      },
      "result": null,
      "started_at": "2016-10-21T13:35:43Z",
      "finished_at": "2016-10-21T14:24:50Z",
      "allow_failure": false
    },
    {
      "id": 169519876,
      "repository_id": 6097916,
      "number": "19.2",
      "config": {
        "sudo": "required",
        "dist": "trusty",
        "language": "java",
        "env": "TC_PATHS=\"tests/kafkatest/tests/connect tests/kafkatest/tests/streams tests/kafkatest/tests/tools\"",
        "jdk": "oraclejdk8",
        "before_install": null,
        "script": [
          "./gradlew systemTestLibs && /bin/bash ./tests/travis/run_tests.sh"
        ],
        "services": [
          "docker"
        ],
        "before_cache": [
          "rm -f  $HOME/.gradle/caches/modules-2/modules-2.lock",
          "rm -fr $HOME/.gradle/caches/*/plugin-resolution/"
        ],
        "cache": {
          "directories": [
            "$HOME/.m2/repository",
            "$HOME/.gradle/caches/",
            "$HOME/.gradle/wrapper/"
          ]
        },
        ".result": "configured",
        "group": "stable",
        "os": "linux"
      },
      "result": 1,
      "started_at": "2016-10-21T13:35:46Z",
      "finished_at": "2016-10-21T14:22:05Z",
      "allow_failure": false
    },

    ...
  ]
}
  • By passing this through jq filter .matrix we extract the matrix part of the json
curl -sSL https://api.travis-ci.org/apache/kafka/builds/169519874 | jq '.matrix'

The resulting json looks like:

[
  {
    "id": 169519875,
    "repository_id": 6097916,
    "number": "19.1",
    "config": {
      "sudo": "required",
      "dist": "trusty",
      "language": "java",
      "env": "TC_PATHS=\"tests/kafkatest/tests/client\"",
      "jdk": "oraclejdk8",
      "before_install": null,
      "script": [
        "./gradlew systemTestLibs && /bin/bash ./tests/travis/run_tests.sh"
      ],
      "services": [
        "docker"
      ],
      "before_cache": [
        "rm -f  $HOME/.gradle/caches/modules-2/modules-2.lock",
        "rm -fr $HOME/.gradle/caches/*/plugin-resolution/"
      ],
      "cache": {
        "directories": [
          "$HOME/.m2/repository",
          "$HOME/.gradle/caches/",
          "$HOME/.gradle/wrapper/"
        ]
      },
      ".result": "configured",
      "group": "stable",
      "os": "linux"
    },
    "result": null,
    "started_at": "2016-10-21T13:35:43Z",
    "finished_at": "2016-10-21T14:24:50Z",
    "allow_failure": false
  },
  {
    "id": 169519876,
    "repository_id": 6097916,
    "number": "19.2",
    "config": {
      "sudo": "required",
      "dist": "trusty",
      "language": "java",
      "env": "TC_PATHS=\"tests/kafkatest/tests/connect tests/kafkatest/tests/streams tests/kafkatest/tests/tools\"",
      "jdk": "oraclejdk8",
      "before_install": null,
      "script": [
        "./gradlew systemTestLibs && /bin/bash ./tests/travis/run_tests.sh"
      ],
      "services": [
        "docker"
      ],
      "before_cache": [
        "rm -f  $HOME/.gradle/caches/modules-2/modules-2.lock",
        "rm -fr $HOME/.gradle/caches/*/plugin-resolution/"
      ],
      "cache": {
        "directories": [
          "$HOME/.m2/repository",
          "$HOME/.gradle/caches/",
          "$HOME/.gradle/wrapper/"
        ]
      },
      ".result": "configured",
      "group": "stable",
      "os": "linux"
    },
    "result": 1,
    "started_at": "2016-10-21T13:35:46Z",
    "finished_at": "2016-10-21T14:22:05Z",
    "allow_failure": false
  },

  ...
]
  • By further passing this through jq filter map(.id) we extract the id of the builds for each of the splits
curl -sSL https://api.travis-ci.org/apache/kafka/builds/169519874 | jq '.matrix|map(.id)'

The resulting json looks like:

[
  169519875,
  169519876,
  169519877,
  169519878,
  169519879,
  169519880,
  169519881
]
  • To use these ids in for loop we want to get rid of [] which is done by passing it through .[] filter
curl -sSL https://api.travis-ci.org/apache/kafka/builds/169519874 | jq '.matrix|map(.id)|.[]'

And we get

169519875
169519876
169519877
169519878
169519879
169519880
169519881
  • In the for loop we have made calls to fetch logs
curl -sSL "https://api.travis-ci.org/jobs/169519875/log.txt?deansi=true" | tail

which gives us

[INFO:2016-10-21 14:21:12,538]: SerialTestRunner: kafkatest.tests.client.consumer_test.OffsetValidationTest.test_consumer_bounce.clean_shutdown=False.bounce_mode=rolling: test 16 of 28
[INFO:2016-10-21 14:21:12,538]: SerialTestRunner: kafkatest.tests.client.consumer_test.OffsetValidationTest.test_consumer_bounce.clean_shutdown=False.bounce_mode=rolling: setting up
[INFO:2016-10-21 14:21:30,810]: SerialTestRunner: kafkatest.tests.client.consumer_test.OffsetValidationTest.test_consumer_bounce.clean_shutdown=False.bounce_mode=rolling: running
[INFO:2016-10-21 14:24:35,519]: SerialTestRunner: kafkatest.tests.client.consumer_test.OffsetValidationTest.test_consumer_bounce.clean_shutdown=False.bounce_mode=rolling: PASS
[INFO:2016-10-21 14:24:35,519]: SerialTestRunner: kafkatest.tests.client.consumer_test.OffsetValidationTest.test_consumer_bounce.clean_shutdown=False.bounce_mode=rolling: tearing down


The job exceeded the maximum time limit for jobs, and has been terminated.

Local Quickstart

This quickstart will help you run the Kafka system tests on your local machine. Note this requires bringing up a cluster of virtual machines on your local computer, which is memory intensive; it currently requires around 10G RAM. For a tutorial on how to setup and run the Kafka system tests, see https://cwiki.apache.org/confluence/display/KAFKA/tutorial+-+set+up+and+run+Kafka+system+tests+with+ducktape

  • Install Virtual Box from https://www.virtualbox.org/ (run $ vboxmanage --version to check if it's installed).

  • Install Vagrant >= 1.6.4 from https://www.vagrantup.com/ (run vagrant --version to check if it's installed).

  • Install system test dependencies, including ducktape, a command-line tool and library for testing distributed systems. We recommend to use virtual env for system test development

      $ cd kafka/tests
  $ virtualenv venv
  $ . ./venv/bin/activate
  $ python setup.py develop
  $ cd ..  # back to base kafka directory

  • Run the bootstrap script to set up Vagrant for testing

      $ tests/bootstrap-test-env.sh

  • Bring up the test cluster

      $ vagrant/vagrant-up.sh
  $ # When using Virtualbox, it also works to run: vagrant up

  • Build the desired branch of Kafka

      $ git checkout $BRANCH
  $ gradle  # (only if necessary)
  $ ./gradlew systemTestLibs

  • Run the system tests using ducktape:

      $ ducktape tests/kafkatest/tests

EC2 Quickstart

This quickstart will help you run the Kafka system tests on EC2. In this setup, all logic is run on EC2 and none on your local machine.

There are a lot of steps here, but the basic goals are to create one distinguished EC2 instance that will be our "test driver", and to set up the security groups and iam role so that the test driver can create, destroy, and run ssh commands on any number of "workers".

As a convention, we'll use "kafkatest" in most names, but you can use whatever name you want.

Preparation

In these steps, we will create an IAM role which has permission to create and destroy EC2 instances, set up a keypair used for ssh access to the test driver and worker machines, and create a security group to allow the test driver and workers to all communicate via TCP.

  • Create an IAM role. We'll give this role the ability to launch or kill additional EC2 machines.
  • Create role "kafkatest-master"
  • Role type: Amazon EC2
  • Attach policy: AmazonEC2FullAccess (this will allow our test-driver to create and destroy EC2 instances)

  • If you haven't already, set up a keypair to use for SSH access. For the purpose of this quickstart, let's say the keypair name is kafkatest, and you've saved the private key in kafktest.pem

  • Next, create a EC2 security group called "kafkatest".

  • After creating the group, inbound rules: allow SSH on port 22 from anywhere; also, allow access on all ports (0-65535) from other machines in the kafkatest group.

Create the Test Driver

  • Launch a new test driver machine
  • OS: Ubuntu server is recommended
  • Instance type: t2.medium is easily enough since this machine is just a driver
  • Instance details: Most defaults are fine.
  • IAM role -> kafkatest-master
  • Tagging the instance with a useful name is recommended.
  • Security group -> 'kafkatest'

  • Once the machine is started, upload the SSH key to your test driver:

      $ scp -i /path/to/kafkatest.pem \
      /path/to/kafkatest.pem [email protected]:kafkatest.pem

  • Grab the public hostname/IP (available for example by navigating to your EC2 dashboard and viewing running instances) of your test driver and SSH into it:

      $ ssh -i /path/to/kafkatest.pem [email protected]

Set Up the Test Driver

The following steps assume you have ssh'd into the test driver machine.

  • Start by making sure you're up to date, and install git and ducktape:

      $ sudo apt-get update && sudo apt-get -y upgrade && sudo apt-get install -y python-pip git
  $ pip install ducktape

  • Get Kafka:

      $ git clone https://git-wip-us.apache.org/repos/asf/kafka.git kafka

  • Update your AWS credentials:

      export AWS_IAM_ROLE=$(curl -s http://169.254.169.254/latest/meta-data/iam/info | grep InstanceProfileArn | cut -d '"' -f 4 | cut -d '/' -f 2)
  export AWS_ACCESS_KEY=$(curl -s http://169.254.169.254/latest/meta-data/iam/security-credentials/$AWS_IAM_ROLE | grep AccessKeyId | awk -F\" '{ print $4 }')
  export AWS_SECRET_KEY=$(curl -s http://169.254.169.254/latest/meta-data/iam/security-credentials/$AWS_IAM_ROLE | grep SecretAccessKey | awk -F\" '{ print $4 }')
  export AWS_SESSION_TOKEN=$(curl -s http://169.254.169.254/latest/meta-data/iam/security-credentials/$AWS_IAM_ROLE | grep Token | awk -F\" '{ print $4 }')

  • Install some dependencies:

      $ cd kafka
  $ ./vagrant/aws/aws-init.sh
  $ . ~/.bashrc

  • An example Vagrantfile.local has been created by aws-init.sh which looks something like:

      # Vagrantfile.local
  ec2_instance_type = "..." # Pick something appropriate for your
                            # test. Note that the default m3.medium has
                            # a small disk.
  ec2_spot_max_price = "0.123"  # On-demand price for instance type
  enable_hostmanager = false
  num_zookeepers = 0
  num_kafka = 0
  num_workers = 9
  ec2_keypair_name = 'kafkatest'
  ec2_keypair_file = '/home/ubuntu/kafkatest.pem'
  ec2_security_groups = ['kafkatest']
  ec2_region = 'us-west-2'
  ec2_ami = "ami-29ebb519"

  • Start up the instances:

      # This will brink up worker machines in small parallel batches
  $ vagrant/vagrant-up.sh --aws

  • Now you should be able to run tests:

      $ cd kafka/tests
  $ ducktape kafkatest/tests

  • Update Worker VM

If you change code in a branch on your driver VM, you need to update your worker VM to pick up this change:

    $ ./gradlew systemTestLibs
    $ vagrant rsync
  • To halt your workers without destroying persistent state, run vagrant halt. Run vagrant destroy -f to destroy all traces of your workers.

Unit Tests

The system tests have unit tests! The various services in the python kafkatest module are reasonably complex, and intended to be reusable. Hence we have unit tests for the system service classes.

Where are the unit tests?

  • The kafkatest unit tests are located under kafka/tests/unit

How do I run the unit tests?

  • cd kafka/tests # The base system test directory
  • python setup.py test

How can I add a unit test?

  • Follow the naming conventions - module name starts with "check", class name begins with "Check", test method name begins with "check"
  • These naming conventions are defined in "setup.cfg". We use "check" to distinguish unit tests from system tests, which use "test" in the various names.