Repository: bahir-website Updated Branches: refs/heads/asf-site ee15ff1df -> c8b0d7a6f
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It was designed as an extremely lightweight publish/subscribe messaging transport. It is useful for connections with remote locations where a small code footprint is required and/or network bandwidth is at a premium.</p> + +<h2 id="linking">Linking</h2> + +<p>Using SBT:</p> + +<div class="highlighter-rouge"><pre class="highlight"><code>libraryDependencies += "org.apache.bahir" %% "spark-streaming-mqtt" % "2.2.2" +</code></pre> +</div> + +<p>Using Maven:</p> + +<div class="highlighter-rouge"><pre class="highlight"><code><dependency> + <groupId>org.apache.bahir</groupId> + <artifactId>spark-streaming-mqtt_2.11</artifactId> + <version>2.2.2</version> +</dependency> +</code></pre> +</div> + +<p>This library can also be added to Spark jobs launched through <code class="highlighter-rouge">spark-shell</code> or <code class="highlighter-rouge">spark-submit</code> by using the <code class="highlighter-rouge">--packages</code> command line option. +For example, to include it when starting the spark shell:</p> + +<div class="highlighter-rouge"><pre class="highlight"><code>$ bin/spark-shell --packages org.apache.bahir:spark-streaming-mqtt_2.11:2.2.2 +</code></pre> +</div> + +<p>Unlike using <code class="highlighter-rouge">--jars</code>, using <code class="highlighter-rouge">--packages</code> ensures that this library and its dependencies will be added to the classpath. +The <code class="highlighter-rouge">--packages</code> argument can also be used with <code class="highlighter-rouge">bin/spark-submit</code>.</p> + +<p>This library is cross-published for Scala 2.10 and Scala 2.11, so users should replace the proper Scala version (2.10 or 2.11) in the commands listed above.</p> + +<h2 id="configuration-options">Configuration options.</h2> + +<p>This source uses the <a href="https://eclipse.org/paho/clients/java/";>Eclipse Paho Java Client</a>. Client API documentation is located <a href="http://www.eclipse.org/paho/files/javadoc/index.html";>here</a>.</p> + +<ul> + <li><code class="highlighter-rouge">brokerUrl</code> A url MqttClient connects to. Set this as the url of the Mqtt Server. e.g. tcp://localhost:1883.</li> + <li><code class="highlighter-rouge">storageLevel</code> By default it is used for storing incoming messages on disk.</li> + <li><code class="highlighter-rouge">topic</code> Topic MqttClient subscribes to.</li> + <li><code class="highlighter-rouge">topics</code> List of topics MqttClient subscribes to.</li> + <li><code class="highlighter-rouge">clientId</code> clientId, this client is assoicated with. Provide the same value to recover a stopped client.</li> + <li><code class="highlighter-rouge">QoS</code> The maximum quality of service to subscribe each topic at. Messages published at a lower quality of service will be received at the published QoS. Messages published at a higher quality of service will be received using the QoS specified on the subscribe.</li> + <li><code class="highlighter-rouge">username</code> Sets the user name to use for the connection to Mqtt Server. Do not set it, if server does not need this. Setting it empty will lead to errors.</li> + <li><code class="highlighter-rouge">password</code> Sets the password to use for the connection.</li> + <li><code class="highlighter-rouge">cleanSession</code> Setting it true starts a clean session, removes all checkpointed messages by a previous run of this source. This is set to false by default.</li> + <li><code class="highlighter-rouge">connectionTimeout</code> Sets the connection timeout, a value of 0 is interpreted as wait until client connects. See <code class="highlighter-rouge">MqttConnectOptions.setConnectionTimeout</code> for more information.</li> + <li><code class="highlighter-rouge">keepAlive</code> Same as <code class="highlighter-rouge">MqttConnectOptions.setKeepAliveInterval</code>.</li> + <li><code class="highlighter-rouge">mqttVersion</code> Same as <code class="highlighter-rouge">MqttConnectOptions.setMqttVersion</code>.</li> +</ul> + +<h2 id="examples">Examples</h2> + +<h3 id="scala-api">Scala API</h3> + +<p>You need to extend <code class="highlighter-rouge">ActorReceiver</code> so as to store received data into Spark using <code class="highlighter-rouge">store(...)</code> methods. The supervisor strategy of +this actor can be configured to handle failures, etc.</p> + +<div class="highlighter-rouge"><pre class="highlight"><code>val lines = MQTTUtils.createStream(ssc, brokerUrl, topic) +val lines = MQTTUtils.createPairedStream(ssc, brokerUrl, topic) +val lines = MQTTUtils.createPairedByteArrayStream(ssc, brokerUrl, topic) +</code></pre> +</div> + +<p>Additional mqtt connection options can be provided:</p> + +<pre><code class="language-Scala">val lines = MQTTUtils.createStream(ssc, brokerUrl, topic, storageLevel, clientId, username, password, cleanSession, qos, connectionTimeout, keepAliveInterval, mqttVersion) +val lines = MQTTUtils.createPairedStream(ssc, brokerUrl, topics, storageLevel, clientId, username, password, cleanSession, qos, connectionTimeout, keepAliveInterval, mqttVersion) +val lines = MQTTUtils.createPairedByteArrayStream(ssc, brokerUrl, topics, storageLevel, clientId, username, password, cleanSession, qos, connectionTimeout, keepAliveInterval, mqttVersion) +</code></pre> + +<h3 id="java-api">Java API</h3> + +<p>You need to extend <code class="highlighter-rouge">JavaActorReceiver</code> so as to store received data into Spark using <code class="highlighter-rouge">store(...)</code> methods. The supervisor strategy of +this actor can be configured to handle failures, etc.</p> + +<div class="highlighter-rouge"><pre class="highlight"><code>JavaDStream<String> lines = MQTTUtils.createStream(jssc, brokerUrl, topic); +JavaReceiverInputDStream<Tuple2<String, String>> lines = MQTTUtils.createPairedStream(jssc, brokerUrl, topics); +JavaReceiverInputDStream<Tuple2<String, String>> lines = MQTTUtils.createPairedByteArrayStream(jssc, brokerUrl, topics); +</code></pre> +</div> + +<p>See end-to-end examples at <a href="https://github.com/apache/bahir/tree/master/streaming-mqtt/examples";>MQTT Examples</a></p> + +<h3 id="python-api">Python API</h3> + +<p>Create a DStream from a single topic.</p> + +<pre><code class="language-Python"> MQTTUtils.createStream(ssc, broker_url, topic) +</code></pre> + +<p>Create a DStream from a list of topics.</p> + +<pre><code class="language-Python"> MQTTUtils.createPairedStream(ssc, broker_url, topics) +</code></pre> + + </div> +</div> + + + + <hr> + + <!-- <p>© 2018 </p>--> + <footer class="site-footer"> + <div class="wrapper"> + <div class="footer-col-wrapper"> + + <div style="text-align:center;"> + + <div> + Copyright © 2016-2017 <a href="http://www.apache.org";>The Apache Software Foundation</a>. + Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version + 2.0</a>. + <br> + + Apache and the Apache Feather logo are trademarks of The Apache Software Foundation. + + </div> + </div> + </div> + </div> +</footer> + + </div> + + + + + <script type="text/javascript"> + (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ + (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), + m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) + })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); 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You need to create one for JSON key file, another for P12.</li> + <li>The account email is the <code class="highlighter-rouge">Service account ID</code></li> +</ol> + +<h4 id="setting-the-environment-variables-and-run-test">Setting the environment variables and run test</h4> + +<div class="highlighter-rouge"><pre class="highlight"><code>mvn clean package -DskipTests -pl streaming-pubsub + +export ENABLE_PUBSUB_TESTS=1 +export GCP_TEST_ACCOUNT="THE_P12_SERVICE_ACCOUNT_ID_MENTIONED_ABOVE" +export GCP_TEST_PROJECT_ID="YOUR_GCP_PROJECT_ID" +export GCP_TEST_JSON_KEY_PATH=/path/to/pubsub/credential/files/Apache-Bahir-PubSub-1234abcd.json +export GCP_TEST_P12_KEY_PATH=/path/to/pubsub/credential/files/Apache-Bahir-PubSub-5678efgh.p12 + +mvn test -pl streaming-pubsub +</code></pre> +</div> + + </div> +</div> + + + + <hr> + + <!-- <p>© 2018 </p>--> + <footer class="site-footer"> + <div class="wrapper"> + <div class="footer-col-wrapper"> + + <div style="text-align:center;"> + + <div> + Copyright © 2016-2017 <a href="http://www.apache.org";>The Apache Software Foundation</a>. + Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version + 2.0</a>. + <br> + + Apache and the Apache Feather logo are trademarks of The Apache Software Foundation. + + </div> + </div> + </div> + </div> +</footer> + + </div> + + + + + <script type="text/javascript"> + (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ + (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), + m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) + })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); 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Authentication information +can be provided by any of the <a href="http://twitter4j.org/en/configuration.html";>methods</a> supported by Twitter4J library. You can import the <code class="highlighter-rouge">TwitterUtils</code> class and create a DStream with <code class="highlighter-rouge">TwitterUtils.createStream</code> as shown below.</p> + +<h3 id="scala-api">Scala API</h3> + +<div class="highlighter-rouge"><pre class="highlight"><code>import org.apache.spark.streaming.twitter._ + +TwitterUtils.createStream(ssc, None) +</code></pre> +</div> + +<h3 id="java-api">Java API</h3> + +<div class="highlighter-rouge"><pre class="highlight"><code>import org.apache.spark.streaming.twitter.*; + +TwitterUtils.createStream(jssc); +</code></pre> +</div> + +<p>You can also either get the public stream, or get the filtered stream based on keywords. +See end-to-end examples at <a href="https://github.com/apache/bahir/tree/master/streaming-twitter/examples";>Twitter Examples</a></p> + + </div> +</div> + + + + <hr> + + <!-- <p>© 2018 </p>--> + <footer class="site-footer"> + <div class="wrapper"> + <div class="footer-col-wrapper"> + + <div style="text-align:center;"> + + <div> + Copyright © 2016-2017 <a href="http://www.apache.org";>The Apache Software Foundation</a>. + Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version + 2.0</a>. + <br> + + Apache and the Apache Feather logo are trademarks of The Apache Software Foundation. + + </div> + </div> + </div> + </div> +</footer> + + </div> + + + + + <script type="text/javascript"> + (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ + (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), + m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) + })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); 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+</code></pre> +</div> + +<p>See end-to-end examples at <a href="https://github.com/apache/bahir/tree/master/streaming-zeromq/examples";>ZeroMQ Examples</a></p> + + </div> +</div> + + + + <hr> + + <!-- <p>© 2018 </p>--> + <footer class="site-footer"> + <div class="wrapper"> + <div class="footer-col-wrapper"> + + <div style="text-align:center;"> + + <div> + Copyright © 2016-2017 <a href="http://www.apache.org";>The Apache Software Foundation</a>. + Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version + 2.0</a>. + <br> + + Apache and the Apache Feather logo are trademarks of The Apache Software Foundation. + + </div> + </div> + </div> + </div> +</footer> + + </div> + + + + + <script type="text/javascript"> + (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ + (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), + m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) + })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); + + ga('create', 'UA-79140859-1', 'bahir.apache.org'); + ga('require', 'linkid', 'linkid.js'); + ga('send', 'pageview'); + +</script> + + + + <script src="/assets/themes/apache-clean/jquery/jquery-2.1.1.min.js"></script> + + <script src="/assets/themes/apache-clean/bootstrap/js/bootstrap.min.js"></script> + + + </body> +</html> + http://git-wip-us.apache.org/repos/asf/bahir-website/blob/c8b0d7a6/content/docs/spark/current/documentation/index.html ---------------------------------------------------------------------- diff --git a/content/docs/spark/current/documentation/index.html b/content/docs/spark/current/documentation/index.html index d512e46..a470efa 100644 --- a/content/docs/spark/current/documentation/index.html +++ b/content/docs/spark/current/documentation/index.html @@ -201,13 +201,13 @@ <h4 id="sql--data-sources">SQL Data Sources</h4> -<p><a href="../spark-sql-cloudant">Apache CouchDB/Cloudant data source</a> <img src="/assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></p> +<p><a href="../spark-sql-cloudant">Apache CouchDB/Cloudant data source</a></p> <p><br /></p> <h4 id="structured-streaming-data-sources">Structured Streaming Data Sources</h4> -<p><a href="../spark-sql-streaming-akka">Akka data source</a> <img src="/assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></p> +<p><a href="../spark-sql-streaming-akka">Akka data source</a></p> <p><a href="../spark-sql-streaming-mqtt">MQTT data source</a></p> @@ -215,11 +215,11 @@ <h4 id="discretized-streams-dstreams-connectors">Discretized Streams (DStreams) Connectors</h4> -<p><a href="../spark-sql-cloudant">Apache CouchDB/Cloudant connector</a> <img src="/assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></p> +<p><a href="../spark-sql-cloudant">Apache CouchDB/Cloudant connector</a></p> <p><a href="../spark-streaming-akka">Akka connector</a></p> -<p><a href="../spark-streaming-pubsub">Google Cloud Pub/Sub connector</a> <img src="/assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></p> +<p><a href="../spark-streaming-pubsub">Google Cloud Pub/Sub connector</a></p> <p><a href="../spark-streaming-mqtt">MQTT connector</a></p> http://git-wip-us.apache.org/repos/asf/bahir-website/blob/c8b0d7a6/content/docs/spark/overview/index.html ---------------------------------------------------------------------- diff --git a/content/docs/spark/overview/index.html b/content/docs/spark/overview/index.html index ef60550..75c5c59 100644 --- a/content/docs/spark/overview/index.html +++ b/content/docs/spark/overview/index.html @@ -199,8 +199,10 @@ <ul> <li><a href="/docs/spark/current/documentation">Current - 2.3.0-SNAPSHOT</a></li> + <li><a href="/docs/spark/2.2.2/documentation">2.2.2</a></li> <li><a href="/docs/spark/2.2.1/documentation">2.2.1</a></li> <li><a href="/docs/spark/2.2.0/documentation">2.2.0</a></li> + <li><a href="/docs/spark/2.1.3/documentation">2.1.3</a></li> <li><a href="/docs/spark/2.1.2/documentation">2.1.2</a></li> <li><a href="/docs/spark/2.1.1/documentation">2.1.1</a></li> <li><a href="/docs/spark/2.1.0/documentation">2.1.0</a></li> http://git-wip-us.apache.org/repos/asf/bahir-website/blob/c8b0d7a6/content/downloads/spark/index.html ---------------------------------------------------------------------- diff --git a/content/downloads/spark/index.html b/content/downloads/spark/index.html index 51acc4a..79d6f1d 100644 --- a/content/downloads/spark/index.html +++ b/content/downloads/spark/index.html @@ -199,9 +199,9 @@ <p>Please find below the latest releases of Apache Bahir for Apache Spark Extensions. Note that the binary artifacts for each platform are also published independently through Maven and each <a href="/docs/spark/overview">extension documentation page</a> describes how to add these artifacts to your application.</p> -<h2 id="bahir-extensions-for-apache-spark-221-release">Bahir Extensions for Apache Spark 2.2.1 Release</h2> +<h2 id="bahir-extensions-for-apache-spark-222-release">Bahir Extensions for Apache Spark 2.2.2 Release</h2> -<p>Our latest release supports Apache Spark 2.2.1, and was released on 06/25/2018.</p> +<p>Our latest release supports Apache Spark 2.2.2, and was released on 11/23/2018.</p> <table class="table table-hover sortable"> <thead> @@ -214,20 +214,20 @@ </thead> <tbody> <tr> - <td>Apache Bahir Extensions for Apache Spark 2.2.1 (tar.gz)</td> - <td><a href="https://www.apache.org/dyn/closer.lua/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.tar.gz";>tar.gz</a></td> - <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.tar.gz.sha512";>SHA-512</a></td> - <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.tar.gz.asc";>ASC</a></td> + <td>Apache Bahir Extensions for Apache Spark 2.2.2 (tar.gz)</td> + <td><a href="https://www.apache.org/dyn/closer.lua/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.tar.gz";>tar.gz</a></td> + <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.tar.gz.sha512";>SHA-512</a></td> + <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.tar.gz.asc";>ASC</a></td> </tr> <tr> - <td>Apache Bahir Extensions for Apache Spark 2.2.1 (zip)</td> - <td><a href="https://www.apache.org/dyn/closer.lua/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.zip";>zip</a></td> - <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.zip.sha512";>SHA-512</a></td> - <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.1/apache-bahir-2.2.1-src.zip.asc";>ASC</a></td> + <td>Apache Bahir Extensions for Apache Spark 2.2.2 (zip)</td> + <td><a href="https://www.apache.org/dyn/closer.lua/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.zip";>zip</a></td> + <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.zip.sha512";>SHA-512</a></td> + <td><a href="https://www.apache.org/dist/bahir/bahir-spark/2.2.2/apache-bahir-2.2.2-src.zip.asc";>ASC</a></td> </tr> <tr> <td>Release Notes</td> - <td><a href="/releases/spark/2.2.1/release-notes">2.2.1</a></td> + <td><a href="/releases/spark/2.2.2/release-notes">2.2.2</a></td> <td></td> <td></td> </tr> http://git-wip-us.apache.org/repos/asf/bahir-website/blob/c8b0d7a6/content/feed.xml ---------------------------------------------------------------------- diff --git a/content/feed.xml b/content/feed.xml index dfd2de0..6bc788c 100644 --- a/content/feed.xml +++ b/content/feed.xml @@ -6,8 +6,8 @@ </description> <link>http://bahir.apache.org/</link> <atom:link href="http://bahir.apache.org/feed.xml"; rel="self" type="application/rss+xml"/> - <pubDate>Thu, 28 Jun 2018 05:46:25 -0700</pubDate> - <lastBuildDate>Thu, 28 Jun 2018 05:46:25 -0700</lastBuildDate> + <pubDate>Tue, 13 Nov 2018 12:56:20 -0800</pubDate> + <lastBuildDate>Tue, 13 Nov 2018 12:56:20 -0800</lastBuildDate> <generator>Jekyll v3.2.1</generator> <item> http://git-wip-us.apache.org/repos/asf/bahir-website/blob/c8b0d7a6/content/index.html ---------------------------------------------------------------------- diff --git a/content/index.html b/content/index.html index 32f9716..dc51e9e 100644 --- a/content/index.html +++ b/content/index.html @@ -45,7 +45,7 @@ <div class="col-md-12 text-center"> - <a href="/downloads/spark" class="btn btn-primary btn-lg bigFingerButton" role="button">Download Apache Bahir Spark Extensions 2.2.1</a></p> + <a href="/downloads/spark" class="btn btn-primary btn-lg bigFingerButton" role="button">Download Apache Bahir Spark Extensions 2.2.2</a></p> </div> @@ -209,12 +209,12 @@ <h2 id="apache-spark-extensions">Apache Spark extensions</h2> <ul> - <li>Spark data source for Apache CouchDB/Cloudant <img src="assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></li> - <li>Spark Structured Streaming data source for Akka <img src="assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></li> + <li>Spark data source for Apache CouchDB/Cloudant</li> + <li>Spark Structured Streaming data source for Akka</li> <li>Spark Structured Streaming data source for MQTT</li> - <li>Spark DStream connector for Apache CouchDB/Cloudant <img src="assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></li> + <li>Spark DStream connector for Apache CouchDB/Cloudant</li> <li>Spark DStream connector for Akka</li> - <li>Spark DStream connector for Google Cloud Pub/Sub <img src="assets/themes/apache-clean/img/new-black.png" alt="" height="36px" width="36px" /></li> + <li>Spark DStream connector for Google Cloud Pub/Sub</li> <li>Spark DStream connector for MQTT</li> <li>Spark DStream connector for Twitter</li> <li>Spark DStream connector for ZeroMQ</li>
