Deploy a cluster on bare metal

Bare metal - 图1tip

  1. You can use single-cluster Pulsar installation in most use cases, such as experimenting with Pulsar or using Pulsar in a startup or in a single team. If you need to run a multi-cluster Pulsar instance, see the guide.
  2. If you want to use all built-in Pulsar IO connectors, you need to download apache-pulsar-io-connectorspackage and install apache-pulsar-io-connectors under connectors directory in the pulsar directory on every broker node or on every function-worker node if you have run a separate cluster of function workers for Pulsar Functions.
  3. If you want to use Tiered Storage feature in your Pulsar deployment, you need to download apache-pulsar-offloaderspackage and install apache-pulsar-offloaders under offloaders directory in the Pulsar directory on every broker node. For more details of how to configure this feature, you can refer to the Tiered storage cookbook.

Deploying a Pulsar cluster consists of the following steps:

  1. Deploy a ZooKeeper cluster (optional)
  2. Initialize cluster metadata
  3. Deploy a BookKeeper cluster
  4. Deploy one or more Pulsar brokers

Preparation

Requirements

Currently, Pulsar is available for 64-bit macOS, Linux, and Windows. To use Pulsar, you need to install 64-bit JRE/JDK. For the runtime Java version, please refer to Pulsar Runtime Java Version Recommendation according to your target Pulsar version.

Bare metal - 图2tip

You can reuse existing Zookeeper clusters.

To run Pulsar on bare metal, the following configuration is recommended:

  • At least 6 Linux machines or VMs
  • A single DNS name covering all of the Pulsar broker hosts (optional)

Bare metal - 图3note

  • Broker is only supported on 64-bit JVM.
  • If you do not have enough machines, or you want to test Pulsar in cluster mode (and expand the cluster later), You can fully deploy Pulsar on a node on which ZooKeeper, bookie and broker run.
  • If you do not have a DNS server, you can use the multi-host format in the service URL instead.
  • Each machine in your cluster needs to have the recommended Java version installed (e.g. Java 17). Please refer to Pulsar Runtime Java Version Recommendation according to your target Pulsar version.

The following is a diagram showing the basic setup:

alt-text

In this diagram, connecting clients need to communicate with the Pulsar cluster using a single URL. In this case, pulsar-cluster.acme.com abstracts over all of the message-handling brokers. Pulsar message brokers run on machines alongside BookKeeper bookies; brokers and bookies, in turn, rely on ZooKeeper.

Hardware considerations

If you deploy a Pulsar cluster, keep in mind the following basic better choices when you do the capacity planning.

ZooKeeper

For machines running ZooKeeper, it is recommended to use less powerful machines or VMs. Pulsar uses ZooKeeper only for periodic coordination-related and configuration-related tasks, not for basic operations. If you run Pulsar on Amazon Web Services (AWS), for example, a t2.small instance might likely suffice.

Bookies and Brokers

For machines running a bookie and a Pulsar broker, more powerful machines are required. For an AWS deployment, for example, i3.4xlarge instances may be appropriate. On those machines you can use the following:

Hardware recommendations

To start a Pulsar instance, below are the minimum and the recommended hardware settings.

A cluster consists of 3 broker nodes, 3 bookie nodes, and 3 ZooKeeper nodes. The following recommendation is suitable for one node.

  • The minimum hardware settings (250 Pulsar topics)

    ComponentCPUMemoryStorageThroughputRate
    Broker0.2256 MB/Write throughput: 3 MB/s

    Read throughput: 6 MB/s

    		Write rate: 350 entries/s

    Read rate: 650 entries/s
    Bookie0.2256 MBJournal: 8 GB

    PD-SSDLedger: 16 GB, PD-STANDARD    		Write throughput: 2 MB/s

    Read throughput: 2 MB/s

    		Write rate: 200 entries/s

    Read rate: 200 entries/s
    ZooKeeper0.05256 MBLog: 8 GB, PD-SSD

    Data: 2 GB, PD-STANDARD    		//

  • The recommended hardware settings (1000 Pulsar topics)

    ComponentCPUMemoryStorageThroughputRate
    Broker88 GB/Write throughput: 100 MB/s

    Read throughput: 200 MB/s

    		Write rate: 10,000 entries/s

    Read rate: 20,000 entries/s
    Bookie48GBJournal: 256 GB

    PD-SSDLedger: 2 TB, PD-STANDARD    		Write throughput: 75 MB/s

    Read throughput: 75 MB/s

    		Write rate: 7,500 entries/s

    Read rate: 7,500 entries/s
    ZooKeeper12 GBLog: 64 GB, PD-SSD

    Data: 256 GB, PD-STANDARD    		//

Install the Pulsar binary package

You need to install the Pulsar binary package on each machine in the cluster, including machines running ZooKeeper and BookKeeper.

To get started deploying a Pulsar cluster on bare metal, you need to download a binary tarball release in one of the following ways:

  1. wget https://archive.apache.org/dist/pulsar/pulsar-2.11.2/apache-pulsar-2.11.2-bin.tar.gz

Once you download the tarball, untar it and cd into the resulting directory:

  1. tar xvzf apache-pulsar-2.11.2-bin.tar.gz
  2. cd apache-pulsar-2.11.2

The extracted directory contains the following subdirectories:

DirectoryContains
bincommand-line tools of Pulsar, such as pulsar and pulsar-admin“ target=”_blank” rel=”noopener noreferrer”>JAR files that Pulsar uses
logsLogs that the installation creates

Install Built-in Connectors (optional)

To use built-in connectors, you need to download the connectors tarball release on every broker node in one of the following ways :

Once you download the .nar file, copy the file to directory connectors in the pulsar directory. For example, if you download the connector file pulsar-io-aerospike-2.11.2.nar:

  1. mkdir connectors
  2. mv pulsar-io-aerospike-2.11.2.nar connectors
  4. ls connectors
  5. pulsar-io-aerospike-2.11.2.nar
  6. ...

Install Tiered Storage Offloaders (optional)

To use tiered storage offloaders, you need to download the offloaders tarball release on every broker node in one of the following ways:

Once you download the tarball, in the Pulsar directory, untar the offloaders package and copy the offloaders as offloaders in the Pulsar directory:

  1. tar xvfz apache-pulsar-offloaders-2.11.2-bin.tar.gz
  3. # you can find a directory named `apache-pulsar-offloaders-2.11.2` in the pulsar directory
  4. # then copy the offloaders
  6. mv apache-pulsar-offloaders-2.11.2/offloaders offloaders
  8. ls offloaders
  9. tiered-storage-jcloud-2.11.2.nar

For more details of how to configure tiered storage feature, you can refer to the Tiered storage cookbook

Deploy a ZooKeeper cluster

Bare metal - 图5note

If you already have an existing zookeeper cluster and want to use it, you can skip this section.

ZooKeeper manages a variety of essential coordination-related and configuration-related tasks for Pulsar. To deploy a Pulsar cluster, you need to deploy ZooKeeper first. A 3-node ZooKeeper cluster is the recommended configuration. Pulsar does not make heavy use of ZooKeeper, so the lightweight machines or VMs should suffice for running ZooKeeper.

To begin, add all ZooKeeper servers to the configuration specified in conf/zookeeper.conf (in the Pulsar directory that you create above). The following is an example:

  1. server.1=zk1.us-west.example.com:2888:3888
  2. server.2=zk2.us-west.example.com:2888:3888
  3. server.3=zk3.us-west.example.com:2888:3888

If you only have one machine on which to deploy Pulsar, you only need to add one server entry in the configuration file.

If your machines are behind NAT use 0.0.0.0 as server entry for the local address. If the node use external IP in configuration for itself, behind NAT, zookeper service won’t start because it tries to put a listener on an external ip that the linux box doesn’t own. Using 0.0.0.0 start a listener on ALL ip, so that NAT network traffic can reach it.

Example of configuration on server.3

  1. server.1=zk1.us-west.example.com:2888:3888
  2. server.2=zk2.us-west.example.com:2888:3888
  3. server.3=0.0.0.0:2888:3888

On each host, you need to specify the ID of the node in the myid file, which is in the data/zookeeper folder of each server by default (you can change the file location via the dataDir parameter).

See the Multi-server setup guide in the ZooKeeper documentation for detailed information on myid and more.

For example, on a ZooKeeper server like zk1.us-west.example.com, you can set the myid value as follows:

  1. mkdir -p data/zookeeper
  2. echo 1 > data/zookeeper/myid

On zk2.us-west.example.com, the command is echo 2 > data/zookeeper/myid and so on.

Once you add each server to the zookeeper.conf configuration and have the appropriate myid entry, you can start ZooKeeper on all hosts (in the background, using nohup) with the pulsar-daemon CLI tool:

  1. bin/pulsar-daemon start zookeeper

If you plan to deploy Zookeeper with the Bookie on the same node, you need to start zookeeper by using different stats port by configuring the metricsProvider.httpPort in zookeeper.conf.

Initialize cluster metadata

Once you deploy ZooKeeper for your cluster, you need to write some metadata to ZooKeeper. You only need to write this data once.

You can initialize this metadata using the initialize-cluster-metadata command of the pulsar CLI tool. This command can be run on any machine in your Pulsar cluster, so the metadata can be initialized from a ZooKeeper, broker, or bookie machine. The following is an example:

  1. bin/pulsar initialize-cluster-metadata \
  2.     --cluster pulsar-cluster-1 \
  3.     --metadata-store zk:zk1.us-west.example.com:2181,zk2.us-west.example.com:2181 \
  4.     --configuration-metadata-store zk:zk1.us-west.example.com:2181,zk2.us-west.example.com:2181 \
  5.     --web-service-url http://pulsar.us-west.example.com:8080 \
  6.     --web-service-url-tls https://pulsar.us-west.example.com:8443 \
  7.     --broker-service-url pulsar://pulsar.us-west.example.com:6650 \
  8.     --broker-service-url-tls pulsar+ssl://pulsar.us-west.example.com:6651

As you can see from the example above, you will need to specify the following:

FlagDescription
—clusterA name for the cluster
—metadata-storeA “local” metadata store connection string for the cluster. This connection string only needs to include one machine in the ZooKeeper cluster.
—configuration-metadata-storeThe configuration metadata store connection string for the entire instance. As with the —metadata-store flag, this connection string only needs to include one machine in the ZooKeeper cluster.
—web-service-urlThe web service URL for the cluster, plus a port. This URL should be a standard DNS name. The default port is 8080 (you had better not use a different port).
—web-service-url-tlsIf you use TLS, you also need to specify a TLS web service URL for the cluster. The default port is 8443 (you had better not use a different port).
—broker-service-urlA broker service URL enabling interaction with the brokers in the cluster. This URL should not use the same DNS name as the web service URL but should use the pulsar scheme instead. The default port is 6650 (you had better not use a different port).
—broker-service-url-tlsIf you use TLS, you also need to specify a TLS web service URL for the cluster as well as a TLS broker service URL for the brokers in the cluster. The default port is 6651 (you had better not use a different port).

Bare metal - 图6note

If you do not have a DNS server, you can use multi-host format in the service URL with the following settings:

  1. --web-service-url http://host1:8080,host2:8080,host3:8080 \
  2. --web-service-url-tls https://host1:8443,host2:8443,host3:8443 \
  3. --broker-service-url pulsar://host1:6650,host2:6650,host3:6650 \
  4. --broker-service-url-tls pulsar+ssl://host1:6651,host2:6651,host3:6651

If you want to use an existing BookKeeper cluster, you can add the --existing-bk-metadata-service-uri flag as follows:

  1. --existing-bk-metadata-service-uri "zk+null://zk1:2181;zk2:2181/ledgers" \
  2. --web-service-url http://host1:8080,host2:8080,host3:8080 \
  3. --web-service-url-tls https://host1:8443,host2:8443,host3:8443 \
  4. --broker-service-url pulsar://host1:6650,host2:6650,host3:6650 \
  5. --broker-service-url-tls pulsar+ssl://host1:6651,host2:6651,host3:6651

You can obtain the metadata service URI of the existing BookKeeper cluster by using the bin/bookkeeper shell whatisinstanceid command. You must enclose the value in double quotes since the multiple metadata service URIs are separated with semicolons.

Deploy a BookKeeper cluster

BookKeeper handles all persistent data storage in Pulsar. You need to deploy a cluster of BookKeeper bookies to use Pulsar. You can choose to run a 3-bookie BookKeeper cluster.

You can configure BookKeeper bookies using the conf/bookkeeper.conf configuration file. The most important step in configuring bookies for our purposes here is ensuring that metadataServiceUri is set to the URI for the ZooKeeper cluster. The following is an example:

  1. metadataServiceUri=zk://zk1.us-west.example.com:2181/ledgers

Once you appropriately modify the metadataServiceUri parameter, you can make any other configuration changes that you require. You can find a full listing of the available BookKeeper configuration parameters here. However, consulting the BookKeeper documentation for a more in-depth guide might be a better choice.

Once you apply the desired configuration in conf/bookkeeper.conf, you can start up a bookie on each of your BookKeeper hosts. You can start up each bookie either in the background, using nohup, or in the foreground.

To start the bookie in the background, use the pulsar-daemon CLI tool:

  1. bin/pulsar-daemon start bookie

To start the bookie in the foreground:

  1. bin/pulsar bookie

You can verify that a bookie works properly by running the bookiesanity command on the BookKeeper shell:

  1. bin/bookkeeper shell bookiesanity

This command creates an ephemeral BookKeeper ledger on the local bookie, writes a few entries, reads them back, and finally deletes the ledger.

After you start all the bookies, you can use simpletest command for BookKeeper shell on any bookie node, to verify all the bookies in the cluster are up running.

  1. bin/bookkeeper shell simpletest --ensemble <num-bookies> --writeQuorum <num-bookies> --ackQuorum <num-bookies> --numEntries <num-entries>

This command creates a num-bookies sized ledger on the cluster, writes a few entries, and finally deletes the ledger.

Deploy Pulsar brokers

Pulsar brokers are the last thing you need to deploy in your Pulsar cluster. Brokers handle Pulsar messages and provide the administrative interface of Pulsar. A good choice is to run 3 brokers, one for each machine that already runs a BookKeeper bookie.

Configure Brokers

You can configure Pulsar brokers using the conf/broker.conf configuration file. The most important element of broker configuration is ensuring that each broker is aware of the ZooKeeper cluster that you have deployed. Ensure that the metadataStoreUrl and configurationMetadataStoreUrl parameters are correct. In this case, since you only have 1 cluster and no configuration store setup, the configurationMetadataStoreUrl point to the same metadataStoreUrl.

  1. metadataStoreUrl=zk:zk1.us-west.example.com:2181,zk2.us-west.example.com:2181,zk3.us-west.example.com:2181
  2. configurationMetadataStoreUrl=zk:zk1.us-west.example.com:2181,zk2.us-west.example.com:2181,zk3.us-west.example.com:2181

You also need to specify the cluster name (matching the name that you provided when you initialize the metadata of the cluster):

  1. clusterName=pulsar-cluster-1

In addition, you need to match the broker and web service ports provided when you initialize the metadata of the cluster (especially when you use a different port than the default):

  1. brokerServicePort=6650
  2. brokerServicePortTls=6651
  3. webServicePort=8080
  4. webServicePortTls=8443

If you deploy Pulsar in a one-node cluster, you should update the replication settings in conf/broker.conf to 1.

  1. # Number of bookies to use when creating a ledger
  2. managedLedgerDefaultEnsembleSize=1
  4. # Number of copies to store for each message
  5. managedLedgerDefaultWriteQuorum=1
  7. # Number of guaranteed copies (acks to wait before write is complete)
  8. managedLedgerDefaultAckQuorum=1

Enable Pulsar Functions (optional)

If you want to enable Pulsar Functions, you can follow the instructions as below:

  1. Edit conf/broker.conf to enable functions worker, by setting functionsWorkerEnabled to true.

    1. functionsWorkerEnabled=true

  2. Edit conf/functions_worker.yml and set pulsarFunctionsCluster to the cluster name that you provide when you initialize the metadata of the cluster.

    1. pulsarFunctionsCluster: pulsar-cluster-1

If you want to learn more options about deploying the functions worker, check out Deploy and manage functions worker.

Start Brokers

You can then provide any other configuration changes that you want in the conf/broker.conf file. Once you decide on a configuration, you can start up the brokers for your Pulsar cluster. Like ZooKeeper and BookKeeper, you can start brokers either in the foreground or in the background, using nohup.

You can start a broker in the foreground using the pulsar broker command:

  1. bin/pulsar broker

You can start a broker in the background using the pulsar-daemon CLI tool:

  1. bin/pulsar-daemon start broker

Once you successfully start up all the brokers that you intend to use, your Pulsar cluster should be ready to go!

Connect to the running cluster

Once your Pulsar cluster is up and running, you should be able to connect with it using Pulsar clients. One such client is the pulsar-client tool, which is included with the Pulsar binary package. The pulsar-client tool can publish messages to and consume messages from Pulsar topics and thus provide a simple way to make sure that your cluster runs properly.

To use the pulsar-client tool, first modify the client configuration file in conf/client.conf in your binary package. You need to change the values for webServiceUrl and brokerServiceUrl, substituting localhost (which is the default), with the DNS name that you assign to your broker/bookie hosts. The following is an example:

  1. webServiceUrl=http://us-west.example.com:8080
  2. brokerServiceurl=pulsar://us-west.example.com:6650

Bare metal - 图7note

If you do not have a DNS server, you can specify multi-host in service URL as follows:

  1. webServiceUrl=http://host1:8080,host2:8080,host3:8080
  2. brokerServiceurl=pulsar://host1:6650,host2:6650,host3:6650

Once that is complete, you can publish a message to the Pulsar topic:

  1. bin/pulsar-client produce \
  2.     persistent://public/default/test \
  3.     -n 1 \
  4.     -m "Hello Pulsar"

This command publishes a single message to the Pulsar topic. In addition, you can subscribe to the Pulsar topic in a different terminal before publishing messages as below:

  1. bin/pulsar-client consume \
  2.     persistent://public/default/test \
  3.     -n 100 \
  4.     -s "consumer-test" \
  5.     -t "Exclusive"

Once you successfully publish the above message to the topic, you should see it in the standard output:

  1. ----- got message -----
  2. key:[null], properties:[], content:Hello Pulsar

Run Functions

If you have enabled Pulsar Functions, you can try out the Pulsar Functions now.

Create an ExclamationFunction exclamation.

  1. bin/pulsar-admin functions create \
  2.     --jar examples/api-examples.jar \
  3.     --classname org.apache.pulsar.functions.api.examples.ExclamationFunction \
  4.     --inputs persistent://public/default/exclamation-input \
  5.     --output persistent://public/default/exclamation-output \
  6.     --tenant public \
  7.     --namespace default \
  8.     --name exclamation

Check whether the function runs as expected by triggering the function.

  1. bin/pulsar-admin functions trigger --name exclamation --trigger-value "hello world"

You should see the following output:

  1. hello world!