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site2/website/versioned_docs/version-2.7.3/adaptors-kafka.md
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site2/website/versioned_docs/version-2.7.3/adaptors-spark.md
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--- | ||
id: version-2.7.3-adaptors-spark | ||
title: Pulsar adaptor for Apache Spark | ||
sidebar_label: Apache Spark | ||
original_id: adaptors-spark | ||
--- | ||
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The Spark Streaming receiver for Pulsar is a custom receiver that enables Apache [Spark Streaming](https://spark.apache.org/streaming/) to receive data from Pulsar. | ||
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An application can receive data in [Resilient Distributed Dataset](https://spark.apache.org/docs/latest/programming-guide.html#resilient-distributed-datasets-rdds) (RDD) format via the Spark Streaming Pulsar receiver and can process it in a variety of ways. | ||
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## Prerequisites | ||
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To use the receiver, include a dependency for the `pulsar-spark` library in your Java configuration. | ||
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### Maven | ||
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If you're using Maven, add this to your `pom.xml`: | ||
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```xml | ||
<!-- in your <properties> block --> | ||
<pulsar.version>{{pulsar:version}}</pulsar.version> | ||
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<!-- in your <dependencies> block --> | ||
<dependency> | ||
<groupId>org.apache.pulsar</groupId> | ||
<artifactId>pulsar-spark</artifactId> | ||
<version>${pulsar.version}</version> | ||
</dependency> | ||
``` | ||
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### Gradle | ||
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If you're using Gradle, add this to your `build.gradle` file: | ||
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```groovy | ||
def pulsarVersion = "{{pulsar:version}}" | ||
dependencies { | ||
compile group: 'org.apache.pulsar', name: 'pulsar-spark', version: pulsarVersion | ||
} | ||
``` | ||
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## Usage | ||
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Pass an instance of `SparkStreamingPulsarReceiver` to the `receiverStream` method in `JavaStreamingContext`: | ||
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```java | ||
String serviceUrl = "pulsar://localhost:6650/"; | ||
String topic = "persistent://public/default/test_src"; | ||
String subs = "test_sub"; | ||
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SparkConf sparkConf = new SparkConf().setMaster("local[*]").setAppName("Pulsar Spark Example"); | ||
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JavaStreamingContext jsc = new JavaStreamingContext(sparkConf, Durations.seconds(60)); | ||
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ConsumerConfigurationData<byte[]> pulsarConf = new ConsumerConfigurationData(); | ||
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Set<String> set = new HashSet<>(); | ||
set.add(topic); | ||
pulsarConf.setTopicNames(set); | ||
pulsarConf.setSubscriptionName(subs); | ||
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SparkStreamingPulsarReceiver pulsarReceiver = new SparkStreamingPulsarReceiver( | ||
serviceUrl, | ||
pulsarConf, | ||
new AuthenticationDisabled()); | ||
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JavaReceiverInputDStream<byte[]> lineDStream = jsc.receiverStream(pulsarReceiver); | ||
``` | ||
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For a complete example, click [here](https://github.com/apache/pulsar-adapters/blob/master/examples/spark/src/main/java/org/apache/spark/streaming/receiver/example/SparkStreamingPulsarReceiverExample.java). In this example, the number of messages that contain the string "Pulsar" in received messages is counted. | ||
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site2/website/versioned_docs/version-2.7.3/adaptors-storm.md
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--- | ||
id: version-2.7.3-adaptors-storm | ||
title: Pulsar adaptor for Apache Storm | ||
sidebar_label: Apache Storm | ||
original_id: adaptors-storm | ||
--- | ||
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Pulsar Storm is an adaptor for integrating with [Apache Storm](http://storm.apache.org/) topologies. It provides core Storm implementations for sending and receiving data. | ||
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An application can inject data into a Storm topology via a generic Pulsar spout, as well as consume data from a Storm topology via a generic Pulsar bolt. | ||
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## Using the Pulsar Storm Adaptor | ||
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Include dependency for Pulsar Storm Adaptor: | ||
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```xml | ||
<dependency> | ||
<groupId>org.apache.pulsar</groupId> | ||
<artifactId>pulsar-storm</artifactId> | ||
<version>${pulsar.version}</version> | ||
</dependency> | ||
``` | ||
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## Pulsar Spout | ||
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The Pulsar Spout allows for the data published on a topic to be consumed by a Storm topology. It emits a Storm tuple based on the message received and the `MessageToValuesMapper` provided by the client. | ||
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The tuples that fail to be processed by the downstream bolts will be re-injected by the spout with an exponential backoff, within a configurable timeout (the default is 60 seconds) or a configurable number of retries, whichever comes first, after which it is acknowledged by the consumer. Here's an example construction of a spout: | ||
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```java | ||
MessageToValuesMapper messageToValuesMapper = new MessageToValuesMapper() { | ||
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@Override | ||
public Values toValues(Message msg) { | ||
return new Values(new String(msg.getData())); | ||
} | ||
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@Override | ||
public void declareOutputFields(OutputFieldsDeclarer declarer) { | ||
// declare the output fields | ||
declarer.declare(new Fields("string")); | ||
} | ||
}; | ||
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// Configure a Pulsar Spout | ||
PulsarSpoutConfiguration spoutConf = new PulsarSpoutConfiguration(); | ||
spoutConf.setServiceUrl("pulsar://broker.messaging.usw.example.com:6650"); | ||
spoutConf.setTopic("persistent://my-property/usw/my-ns/my-topic1"); | ||
spoutConf.setSubscriptionName("my-subscriber-name1"); | ||
spoutConf.setMessageToValuesMapper(messageToValuesMapper); | ||
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// Create a Pulsar Spout | ||
PulsarSpout spout = new PulsarSpout(spoutConf); | ||
``` | ||
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For a complete example, click [here](https://github.com/apache/pulsar-adapters/blob/master/pulsar-storm/src/test/java/org/apache/pulsar/storm/PulsarSpoutTest.java). | ||
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## Pulsar Bolt | ||
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The Pulsar bolt allows data in a Storm topology to be published on a topic. It publishes messages based on the Storm tuple received and the `TupleToMessageMapper` provided by the client. | ||
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A partitioned topic can also be used to publish messages on different topics. In the implementation of the `TupleToMessageMapper`, a "key" will need to be provided in the message which will send the messages with the same key to the same topic. Here's an example bolt: | ||
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```java | ||
TupleToMessageMapper tupleToMessageMapper = new TupleToMessageMapper() { | ||
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@Override | ||
public TypedMessageBuilder<byte[]> toMessage(TypedMessageBuilder<byte[]> msgBuilder, Tuple tuple) { | ||
String receivedMessage = tuple.getString(0); | ||
// message processing | ||
String processedMsg = receivedMessage + "-processed"; | ||
return msgBuilder.value(processedMsg.getBytes()); | ||
} | ||
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@Override | ||
public void declareOutputFields(OutputFieldsDeclarer declarer) { | ||
// declare the output fields | ||
} | ||
}; | ||
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// Configure a Pulsar Bolt | ||
PulsarBoltConfiguration boltConf = new PulsarBoltConfiguration(); | ||
boltConf.setServiceUrl("pulsar://broker.messaging.usw.example.com:6650"); | ||
boltConf.setTopic("persistent://my-property/usw/my-ns/my-topic2"); | ||
boltConf.setTupleToMessageMapper(tupleToMessageMapper); | ||
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// Create a Pulsar Bolt | ||
PulsarBolt bolt = new PulsarBolt(boltConf); | ||
``` |
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site2/website/versioned_docs/version-2.7.3/admin-api-brokers.md
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--- | ||
id: version-2.7.3-admin-api-brokers | ||
title: Managing Brokers | ||
sidebar_label: Brokers | ||
original_id: admin-api-brokers | ||
--- | ||
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Pulsar brokers consist of two components: | ||
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1. An HTTP server exposing a {@inject: rest:REST:/} interface administration and [topic](reference-terminology.md#topic) lookup. | ||
2. A dispatcher that handles all Pulsar [message](reference-terminology.md#message) transfers. | ||
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[Brokers](reference-terminology.md#broker) can be managed via: | ||
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* The [`brokers`](reference-pulsar-admin.md#brokers) command of the [`pulsar-admin`](reference-pulsar-admin.md) tool | ||
* The `/admin/v2/brokers` endpoint of the admin {@inject: rest:REST:/} API | ||
* The `brokers` method of the {@inject: javadoc:PulsarAdmin:/admin/org/apache/pulsar/client/admin/PulsarAdmin.html} object in the [Java API](client-libraries-java.md) | ||
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In addition to being configurable when you start them up, brokers can also be [dynamically configured](#dynamic-broker-configuration). | ||
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> See the [Configuration](reference-configuration.md#broker) page for a full listing of broker-specific configuration parameters. | ||
## Brokers resources | ||
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### List active brokers | ||
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Fetch all available active brokers that are serving traffic. | ||
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<!--DOCUSAURUS_CODE_TABS--> | ||
<!--pulsar-admin--> | ||
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```shell | ||
$ pulsar-admin brokers list use | ||
``` | ||
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``` | ||
broker1.use.org.com:8080 | ||
``` | ||
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<!--REST API--> | ||
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{@inject: endpoint|GET|/admin/v2/brokers/:cluster|operation/getActiveBrokers?version=[[pulsar:version_number]]} | ||
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<!--JAVA--> | ||
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```java | ||
admin.brokers().getActiveBrokers(clusterName) | ||
``` | ||
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<!--END_DOCUSAURUS_CODE_TABS--> | ||
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#### list of namespaces owned by a given broker | ||
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It finds all namespaces which are owned and served by a given broker. | ||
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<!--DOCUSAURUS_CODE_TABS--> | ||
<!--pulsar-admin--> | ||
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```shell | ||
$ pulsar-admin brokers namespaces use \ | ||
--url broker1.use.org.com:8080 | ||
``` | ||
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```json | ||
{ | ||
"my-property/use/my-ns/0x00000000_0xffffffff": { | ||
"broker_assignment": "shared", | ||
"is_controlled": false, | ||
"is_active": true | ||
} | ||
} | ||
``` | ||
<!--REST API--> | ||
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{@inject: endpoint|GET|/admin/v2/brokers/:cluster/:broker/ownedNamespaces|operation/getOwnedNamespaes?version=[[pulsar:version_number]]} | ||
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<!--JAVA--> | ||
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```java | ||
admin.brokers().getOwnedNamespaces(cluster,brokerUrl); | ||
``` | ||
<!--END_DOCUSAURUS_CODE_TABS--> | ||
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### Dynamic broker configuration | ||
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One way to configure a Pulsar [broker](reference-terminology.md#broker) is to supply a [configuration](reference-configuration.md#broker) when the broker is [started up](reference-cli-tools.md#pulsar-broker). | ||
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But since all broker configuration in Pulsar is stored in ZooKeeper, configuration values can also be dynamically updated *while the broker is running*. When you update broker configuration dynamically, ZooKeeper will notify the broker of the change and the broker will then override any existing configuration values. | ||
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* The [`brokers`](reference-pulsar-admin.md#brokers) command for the [`pulsar-admin`](reference-pulsar-admin.md) tool has a variety of subcommands that enable you to manipulate a broker's configuration dynamically, enabling you to [update config values](#update-dynamic-configuration) and more. | ||
* In the Pulsar admin {@inject: rest:REST:/} API, dynamic configuration is managed through the `/admin/v2/brokers/configuration` endpoint. | ||
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### Update dynamic configuration | ||
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<!--DOCUSAURUS_CODE_TABS--> | ||
<!--pulsar-admin--> | ||
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The [`update-dynamic-config`](reference-pulsar-admin.md#brokers-update-dynamic-config) subcommand will update existing configuration. It takes two arguments: the name of the parameter and the new value using the `config` and `value` flag respectively. Here's an example for the [`brokerShutdownTimeoutMs`](reference-configuration.md#broker-brokerShutdownTimeoutMs) parameter: | ||
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```shell | ||
$ pulsar-admin brokers update-dynamic-config --config brokerShutdownTimeoutMs --value 100 | ||
``` | ||
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<!--REST API--> | ||
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{@inject: endpoint|POST|/admin/v2/brokers/configuration/:configName/:configValue|operation/updateDynamicConfiguration?version=[[pulsar:version_number]]} | ||
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<!--JAVA--> | ||
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```java | ||
admin.brokers().updateDynamicConfiguration(configName, configValue); | ||
``` | ||
<!--END_DOCUSAURUS_CODE_TABS--> | ||
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### List updated values | ||
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Fetch a list of all potentially updatable configuration parameters. | ||
<!--DOCUSAURUS_CODE_TABS--> | ||
<!--pulsar-admin--> | ||
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```shell | ||
$ pulsar-admin brokers list-dynamic-config | ||
brokerShutdownTimeoutMs | ||
``` | ||
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<!--REST API--> | ||
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{@inject: endpoint|GET|/admin/v2/brokers/configuration|operation/getDynamicConfigurationName?version=[[pulsar:version_number]]} | ||
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<!--JAVA--> | ||
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```java | ||
admin.brokers().getDynamicConfigurationNames(); | ||
``` | ||
<!--END_DOCUSAURUS_CODE_TABS--> | ||
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### List all | ||
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Fetch a list of all parameters that have been dynamically updated. | ||
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<!--DOCUSAURUS_CODE_TABS--> | ||
<!--pulsar-admin--> | ||
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```shell | ||
$ pulsar-admin brokers get-all-dynamic-config | ||
brokerShutdownTimeoutMs:100 | ||
``` | ||
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<!--REST API--> | ||
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{@inject: endpoint|GET|/admin/v2/brokers/configuration/values|operation/getAllDynamicConfigurations?version=[[pulsar:version_number]]} | ||
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<!--JAVA--> | ||
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```java | ||
admin.brokers().getAllDynamicConfigurations(); | ||
``` | ||
<!--END_DOCUSAURUS_CODE_TABS--> |
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