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The OpenMessaging Benchmark Framework

Notice: We may release test results based on our fork of this standard. For reference, you can purchase your benchmark tests on the cloud by yourself.

This repository houses user-friendly, cloud-ready benchmarking suites for the following messaging platforms:

DataStax Starlight for X

  • JMS
  • Apache Kafka
  • RabbitMQ

More details could be found at the official documentation.

Both the benchmark program and the workloads are enhanced from OpenMessaging Benchmark

Benchmark Options

$ sudo bin/benchmark \
  --drivers driver-kafka/kafka-exactly-once.yaml \
  --workers 1.2.3.4:8080,4.5.6.7:8080 \ # or -w 1.2.3.4:8080,4.5.6.7:8080
  workloads/1-topic-16-partitions-1kb.yaml
Options Description
-d, --drivers Drivers list. eg.: pulsar/pulsar.yaml, kafka/kafka.yaml. The workload is run for each driver provided.
-cd, --consumer-driver Path to an alternative driver file for consumption
-w, --workers List of worker nodes. eg: http://1.2.3.4:8080,http://4.5.6.7:8080
-wf, --workers-file Path to a YAML file containing the list of workers addresses. The dafult is look for ./workers.yaml
-c, --csv Print results from this directory to a csv file
-x, --extra Allocate extra consumer workers when your backlog builds. Essentially averages twice as many consumer workers as producers.

Examples

  1. Produce and consume with the Pulsar driver

    $ sudo bin/benchmark \
      --drivers driver-pulsar/pulsar.yaml \
      workloads/1m-10-topics-3-partitions-100b.yaml
    
  2. Produce with Pulsar driver and consume with Starlight for Kafka.

    $ sudo bin/benchmark \
      --drivers driver-pulsar/pulsar.yaml \
      --consumer-driver driver-kafka/kafka-s4k.yaml \
      workloads/1m-10-topics-3-partitions-100b.yaml
    
  3. Benchmark using Starlight for JMS with twice as many consumer benchmark workers.

    $ sudo bin/benchmark \
      --drivers driver-jms/pulsar-jms.yaml \
      --extra workloads/1m-10-topics-3-partitions-100b.yaml 
    

Workload parameters

The following parametes are available for a workload file:

Data Type Key Description
String name The name of this workload
int topics Number of topics to create in the test
int partitionsPerTopic Number of partitions each topic will contain
KeyDistributorType keyDistributor KeyDistributorType.NO_KEY
int messageSize Thye size of each message in bytes
boolean useRandomizedPayloads Use reandom payloads
double randomBytesRatio Ratio of random payloads
int randomizedPayloadPoolSize Number of random payloads to randomly choose
String payloadFile File containing random payloads
int subscriptionsPerTopic subscriptions per topic
int producersPerTopic producers per topic
int consumerPerSubscription number of consumers per subscription
int producerRate If the producerRate = 0, the generator will slowly grow producerRate to find the maximum balanced rate. This starts at 10000. Add an optional parameter to start the value closer to the balanced rate. The rates we are attempting may require an acceptable backlog on the order of 0.5 seconds of production. So, we also provide a way to set that value
int producerStartRate If prodcuerRate = 0 then start finding the rate using this value. Default is 10000.
int acceptableBacklog When draining the backlog it may not be possible to get to 0. Set the minim acceptable backlog. The default value is 10000.
long consumerBacklogSizeGB If the consumer backlog is > 0, the generator will accumulate messages until the requested amount of storage is retained and then it will start the consumers to drain it. The testDurationMinutes will be overruled to allow the test to complete when the consumer has drained all the backlog and it's on par with the producer
long producerPauseBeforeDrain If doing a backlog draining test and producerPauseBeforeDrain > 0 then once the desired backlog is achieved then pause production for the indicated number of seconds. During the pause you can take whatever action you wish to take on your cluster like restarting the brokers.
int testDurationMinutes How long to run the benchmark test.

Examples

  1. Produce at 1,000,000 message per second.

    name: 1m-10-topics-3-partitions-100b
    
    topics: 10
    partitionsPerTopic: 3
    messageSize: 100
    useRandomizedPayloads: true
    randomBytesRatio: 0.5
    randomizedPayloadPoolSize: 1000
    
    subscriptionsPerTopic: 1
    consumerPerSubscription: 1
    producersPerTopic: 1
    
    producerRate: 1000000
    
    consumerBacklogSizeGB: 0
    testDurationMinutes: 15
    
  2. Build a 128GB backlog and then drain

    name: 1m-10-topics-3-partitions-100b-128g-backlog
    
    topics: 10
    partitionsPerTopic: 3
    messageSize: 100
    useRandomizedPayloads: true
    randomBytesRatio: 0.5
    randomizedPayloadPoolSize: 1000
    
    subscriptionsPerTopic: 1
    consumerPerSubscription: 1
    producersPerTopic: 1
    
    producerRate: 1000000
    
    consumerBacklogSizeGB: 128
    acceptableBacklog: 30000
    testDurationMinutes: 30