Pulsar SQL configuration and deployment

You can configure Presto Pulsar connector and deploy a cluster with the following instruction.

Configure Presto Pulsar Connector

You can configure Presto Pulsar Connector in the ${project.root}/conf/presto/catalog/pulsar.properties properties file. The configuration for the connector and the default values are as follows.

  2. # name of the connector to be displayed in the catalog
  3. connector.name=pulsar
  5. # the url of Pulsar broker service
  6. pulsar.web-service-url=http://localhost:8080
  8. # URI of Zookeeper cluster
  9. pulsar.zookeeper-uri=localhost:2181
  11. # minimum number of entries to read at a single time
  12. pulsar.entry-read-batch-size=100
  14. # default number of splits to use per query
  15. pulsar.target-num-splits=4
  17. # max size of one batch message (default value is 5MB)
  18. pulsar.max-message-size=5242880
  20. # number of split used when querying data from pulsar
  21. pulsar.target-num-splits=2
  23. # size of queue to buffer entry read from pulsar
  24. pulsar.max-split-entry-queue-size=1000
  26. # size of queue to buffer message extract from entries
  27. pulsar.max-split-message-queue-size=10000
  29. # status provider to record connector metrics
  30. pulsar.stats-provider=org.apache.bookkeeper.stats.NullStatsProvider
  32. # config in map format for stats provider e.g. {"key1":"val1","key2":"val2"}
  33. pulsar.stats-provider-configs={}
  35. # whether to rewrite Pulsar's default topic delimiter '/'
  36. pulsar.namespace-delimiter-rewrite-enable=false
  38. # delimiter used to rewrite Pulsar's default delimiter '/', use if default is causing incompatibility with other system like Superset
  39. pulsar.rewrite-namespace-delimiter=“/”
  41. # maximum number of thread pool size for ledger offloader.
  42. pulsar.managed-ledger-offload-max-threads=2
  44. # driver used to offload or read cold data to or from long-term storage
  45. pulsar.managed-ledger-offload-driver=null
  47. # directory to load offloaders nar file.
  48. pulsar.offloaders-directory="./offloaders"
  50. # properties and configurations related to specific offloader implementation as map e.g. {"key1":"val1","key2":"val2"}
  51. pulsar.offloader-properties={}
  53. # authentication plugin used to authenticate to Pulsar cluster
  54. pulsar.auth-plugin=null
  56. # authentication parameter used to authenticate to the Pulsar cluster as a string e.g. "key1:val1,key2:val2".
  57. pulsar.auth-params=null
  59. # whether the Pulsar client accept an untrusted TLS certificate from broker
  60. pulsar.tls-allow-insecure-connection=null
  62. # whether to allow hostname verification when a client connects to broker over TLS.
  63. pulsar.tls-hostname-verification-enable=null
  65. # path for the trusted TLS certificate file of Pulsar broker
  66. pulsar.tls-trust-cert-file-path=null
  68. # set the threshold for BookKeeper request throttle, default is disabled
  69. pulsar.bookkeeper-throttle-value=0
  71. # set the number of IO thread
  72. pulsar.bookkeeper-num-io-threads=2 * Runtime.getRuntime().availableProcessors()
  74. # set the number of worker thread
  75. pulsar.bookkeeper-num-worker-threads=Runtime.getRuntime().availableProcessors()
  77. # whether to use BookKeeper V2 wire protocol
  78. pulsar.bookkeeper-use-v2-protocol=true
  80. # interval to check the need for sending an explicit LAC, default is disabled
  81. pulsar.bookkeeper-explicit-interval=0
  83. # size for managed ledger entry cache (in MB).
  84. pulsar.managed-ledger-cache-size-MB=0
  86. # number of threads to be used for managed ledger tasks dispatching
  87. pulsar.managed-ledger-num-worker-threads=Runtime.getRuntime().availableProcessors()
  89. # number of threads to be used for managed ledger scheduled tasks
  90. pulsar.managed-ledger-num-scheduler-threads=Runtime.getRuntime().availableProcessors()
  92. # directory used to store extraction NAR file
  93. pulsar.nar-extraction-directory=System.getProperty("java.io.tmpdir")

You can connect Presto to a Pulsar cluster with multiple hosts. To configure multiple hosts for brokers, add multiple URLs to pulsar.web-service-url. To configure multiple hosts for ZooKeeper, add multiple URIs to pulsar.zookeeper-uri. The following is an example.

  2. pulsar.web-service-url=http://localhost:8080,localhost:8081,localhost:8082
  3. pulsar.zookeeper-uri=localhost1,localhost2:2181

Note: by default, Pulsar SQL does not get the last message in a topic. It is by design and controlled by settings. By default, BookKeeper LAC only advances when subsequent entries are added. If there is no subsequent entry added, the last written entry is not visible to readers until the ledger is closed. This is not a problem for Pulsar which uses managed ledger, but Pulsar SQL directly reads from BookKeeper ledger.

If you want to get the last message in a topic, set the following configurations:

  1. For the broker configuration, set bookkeeperExplicitLacIntervalInMills > 0 in broker.conf or standalone.conf.
  2. For the Presto configuration, set pulsar.bookkeeper-explicit-interval > 0 and pulsar.bookkeeper-use-v2-protocol=false.

However, using BookKeeper V3 protocol introduces additional GC overhead to BK as it uses Protobuf.

Query data from existing Presto clusters

If you already have a Presto cluster, you can copy the Presto Pulsar connector plugin to your existing cluster. Download the archived plugin package with the following command.

  2. $ wget https://archive.apache.org/dist/pulsar/pulsar-2.10.0/apache-pulsar-2.10.0-bin.tar.gz

Deploy a new cluster

Since Pulsar SQL is powered by Trino (formerly Presto SQL), the configuration for deployment is the same for the Pulsar SQL worker.

note

For how to set up a standalone single node environment, refer to Query data.

You can use the same CLI args as the Presto launcher.

  2. $ ./bin/pulsar sql-worker --help
  3. Usage: launcher [options] command
  5. Commands: run, start, stop, restart, kill, status
  7. Options:
  8.   -h, --help            show this help message and exit
  9.   -v, --verbose         Run verbosely
  10.   --etc-dir=DIR         Defaults to INSTALL_PATH/etc
  11.   --launcher-config=FILE
  12.                         Defaults to INSTALL_PATH/bin/launcher.properties
  13.   --node-config=FILE    Defaults to ETC_DIR/node.properties
  14.   --jvm-config=FILE     Defaults to ETC_DIR/jvm.config
  15.   --config=FILE         Defaults to ETC_DIR/config.properties
  16.   --log-levels-file=FILE
  17.                         Defaults to ETC_DIR/log.properties
  18.   --data-dir=DIR        Defaults to INSTALL_PATH
  19.   --pid-file=FILE       Defaults to DATA_DIR/var/run/launcher.pid
  20.   --launcher-log-file=FILE
  21.                         Defaults to DATA_DIR/var/log/launcher.log (only in
  22.                         daemon mode)
  23.   --server-log-file=FILE
  24.                         Defaults to DATA_DIR/var/log/server.log (only in
  25.                         daemon mode)
  26.   -D NAME=VALUE         Set a Java system property

The default configuration for the cluster is located in ${project.root}/conf/presto. You can customize your deployment by modifying the default configuration.

You can set the worker to read from a different configuration directory, or set a different directory to write data.

  2. $ ./bin/pulsar sql-worker run --etc-dir /tmp/incubator-pulsar/conf/presto --data-dir /tmp/presto-1

You can start the worker as daemon process.

  2. $ ./bin/pulsar sql-worker start

Deploy a cluster on multiple nodes

You can deploy a Pulsar SQL cluster or Presto cluster on multiple nodes. The following example shows how to deploy a cluster on three-node cluster.

  1. Copy the Pulsar binary distribution to three nodes.

The first node runs as Presto coordinator. The minimal configuration requirement in the ${project.root}/conf/presto/config.properties file is as follows.

  2. coordinator=true
  3. node-scheduler.include-coordinator=true
  4. http-server.http.port=8080
  5. query.max-memory=50GB
  6. query.max-memory-per-node=1GB
  7. discovery-server.enabled=true
  8. discovery.uri=<coordinator-url>

The other two nodes serve as worker nodes, you can use the following configuration for worker nodes.

  2. coordinator=false
  3. http-server.http.port=8080
  4. query.max-memory=50GB
  5. query.max-memory-per-node=1GB
  6. discovery.uri=<coordinator-url>

  1. Modify pulsar.web-service-url and pulsar.zookeeper-uri configuration in the ${project.root}/conf/presto/catalog/pulsar.properties file accordingly for the three nodes.

  2. Start the coordinator node.

  2. $ ./bin/pulsar sql-worker run
  1. Start worker nodes.
  2. $ ./bin/pulsar sql-worker run
  1. Start the SQL CLI and check the status of your cluster.
  2. $ ./bin/pulsar sql --server <coordinate_url>
  1. Check the status of your nodes.
  2. presto> SELECT * FROM system.runtime.nodes;
  3.  node_id |        http_uri         | node_version | coordinator | state  
  4. ---------+-------------------------+--------------+-------------+--------
  5.  1       | http://192.168.2.1:8081 | testversion  | true        | active 
  6.  3       | http://192.168.2.2:8081 | testversion  | false       | active 
  7.  2       | http://192.168.2.3:8081 | testversion  | false       | active

For more information about deployment in Presto, refer to Presto deployment.

note

The broker does not advance LAC, so when Pulsar SQL bypass broker to query data, it can only read entries up to the LAC that all the bookies learned. You can enable periodically write LAC on the broker by setting “bookkeeperExplicitLacIntervalInMills” in the broker.conf.