mirror of https://github.com/apache/nifi.git
Merge branch 'develop' of https://git-wip-us.apache.org/repos/asf/incubator-nifi into develop
This commit is contained in:
commit
9033173eb3
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@ -23,15 +23,15 @@
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<groupId>org.apache.nifi</groupId>
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<artifactId>nifi-spark-receiver</artifactId>
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<dependencies>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-streaming_2.10</artifactId>
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<version>1.2.0</version>
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</dependency>
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<dependency>
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<groupId>org.apache.nifi</groupId>
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<artifactId>nifi-site-to-site-client</artifactId>
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</dependency>
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</dependencies>
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<dependencies>
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<dependency>
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<groupId>org.apache.spark</groupId>
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<artifactId>spark-streaming_2.10</artifactId>
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<version>1.2.0</version>
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</dependency>
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<dependency>
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<groupId>org.apache.nifi</groupId>
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<artifactId>nifi-site-to-site-client</artifactId>
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</dependency>
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</dependencies>
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</project>
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@ -20,21 +20,20 @@ import java.util.Map;
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/**
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* <p>
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* The NiFiDataPacket provides a packaging around a NiFi FlowFile. It wraps both a FlowFile's
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* content and its attributes so that they can be processed by Spark
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* The NiFiDataPacket provides a packaging around a NiFi FlowFile. It wraps both
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* a FlowFile's content and its attributes so that they can be processed by
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* Spark
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* </p>
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*/
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public interface NiFiDataPacket {
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/**
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* Returns the contents of a NiFi FlowFile
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* @return
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*/
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byte[] getContent();
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/**
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* @return the contents of a NiFi FlowFile
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*/
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byte[] getContent();
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/**
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* Returns a Map of attributes that are associated with the NiFi FlowFile
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* @return
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*/
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Map<String, String> getAttributes();
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/**
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* @return a Map of attributes that are associated with the NiFi FlowFile
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*/
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Map<String, String> getAttributes();
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}
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@ -31,64 +31,67 @@ import org.apache.nifi.stream.io.StreamUtils;
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import org.apache.spark.storage.StorageLevel;
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import org.apache.spark.streaming.receiver.Receiver;
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/**
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* <p>
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* The <code>NiFiReceiver</code> is a Reliable Receiver that provides a way to pull data
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* from Apache NiFi so that it can be processed by Spark Streaming. The NiFi Receiver connects
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* to NiFi instance provided in the config and requests data from
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* the OutputPort that is named. In NiFi, when an OutputPort is added to the root process group,
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* it acts as a queue of data for remote clients. This receiver is then able to pull that data
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* from NiFi reliably.
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* The <code>NiFiReceiver</code> is a Reliable Receiver that provides a way to
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* pull data from Apache NiFi so that it can be processed by Spark Streaming.
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* The NiFi Receiver connects to NiFi instance provided in the config and
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* requests data from the OutputPort that is named. In NiFi, when an OutputPort
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* is added to the root process group, it acts as a queue of data for remote
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* clients. This receiver is then able to pull that data from NiFi reliably.
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* </p>
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*
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*
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* <p>
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* It is important to note that if pulling data from a NiFi cluster, the URL that should be used
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* is that of the NiFi Cluster Manager. The Receiver will automatically handle determining the nodes
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* in that cluster and pull from those nodes as appropriate.
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* It is important to note that if pulling data from a NiFi cluster, the URL
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* that should be used is that of the NiFi Cluster Manager. The Receiver will
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* automatically handle determining the nodes in that cluster and pull from
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* those nodes as appropriate.
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* </p>
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*
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*
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* <p>
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* In order to use the NiFiReceiver, you will need to first build a {@link SiteToSiteClientConfig} to provide
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* to the constructor. This can be achieved by using the {@link SiteToSiteClient.Builder}.
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* Below is an example snippet of driver code to pull data from NiFi that is running on localhost:8080. This
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* example assumes that NiFi exposes and OutputPort on the root group named "Data For Spark".
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* Additionally, it assumes that the data that it will receive from this OutputPort is text
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* data, as it will map the byte array received from NiFi to a UTF-8 Encoded string.
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* In order to use the NiFiReceiver, you will need to first build a
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* {@link SiteToSiteClientConfig} to provide to the constructor. This can be
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* achieved by using the {@link SiteToSiteClient.Builder}. Below is an example
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* snippet of driver code to pull data from NiFi that is running on
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* localhost:8080. This example assumes that NiFi exposes and OutputPort on the
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* root group named "Data For Spark". Additionally, it assumes that the data
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* that it will receive from this OutputPort is text data, as it will map the
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* byte array received from NiFi to a UTF-8 Encoded string.
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* </p>
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*
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*
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* <code>
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* <pre>
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* {@code
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* Pattern SPACE = Pattern.compile(" ");
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*
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*
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* // Build a Site-to-site client config
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* SiteToSiteClientConfig config = new SiteToSiteClient.Builder()
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* .setUrl("http://localhost:8080/nifi")
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* .setPortName("Data For Spark")
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* .buildConfig();
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*
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*
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* SparkConf sparkConf = new SparkConf().setAppName("NiFi-Spark Streaming example");
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* JavaStreamingContext ssc = new JavaStreamingContext(sparkConf, new Duration(1000L));
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*
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* // Create a JavaReceiverInputDStream using a NiFi receiver so that we can pull data from
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*
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* // Create a JavaReceiverInputDStream using a NiFi receiver so that we can pull data from
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* // specified Port
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* JavaReceiverInputDStream<NiFiDataPacket> packetStream =
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* JavaReceiverInputDStream<NiFiDataPacket> packetStream =
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* ssc.receiverStream(new NiFiReceiver(clientConfig, StorageLevel.MEMORY_ONLY()));
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*
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*
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* // Map the data from NiFi to text, ignoring the attributes
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* JavaDStream<String> text = packetStream.map(new Function<NiFiDataPacket, String>() {
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* public String call(final NiFiDataPacket dataPacket) throws Exception {
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* return new String(dataPacket.getContent(), StandardCharsets.UTF_8);
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* }
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* });
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*
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*
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* // Split the words by spaces
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* JavaDStream<String> words = text.flatMap(new FlatMapFunction<String, String>() {
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* public Iterable<String> call(final String text) throws Exception {
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* return Arrays.asList(SPACE.split(text));
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* }
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* });
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*
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*
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* // Map each word to the number 1, then aggregate by key
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* JavaPairDStream<String, Integer> wordCounts = words.mapToPair(
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* new PairFunction<String, String, Integer>() {
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@ -101,98 +104,105 @@ import org.apache.spark.streaming.receiver.Receiver;
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* }
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* }
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* );
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*
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*
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* // print the results
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* wordCounts.print();
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* ssc.start();
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* ssc.awaitTermination();
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* }
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* </pre>
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* </code>
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*/
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public class NiFiReceiver extends Receiver<NiFiDataPacket> {
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private static final long serialVersionUID = 3067274587595578836L;
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private final SiteToSiteClientConfig clientConfig;
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public NiFiReceiver(final SiteToSiteClientConfig clientConfig, final StorageLevel storageLevel) {
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super(storageLevel);
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this.clientConfig = clientConfig;
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}
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@Override
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public void onStart() {
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final Thread thread = new Thread(new ReceiveRunnable());
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thread.setDaemon(true);
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thread.setName("NiFi Receiver");
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thread.start();
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}
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@Override
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public void onStop() {
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}
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private static final long serialVersionUID = 3067274587595578836L;
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private final SiteToSiteClientConfig clientConfig;
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class ReceiveRunnable implements Runnable {
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public ReceiveRunnable() {
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}
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public void run() {
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try {
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final SiteToSiteClient client = new SiteToSiteClient.Builder().fromConfig(clientConfig).build();
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try {
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while ( !isStopped() ) {
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final Transaction transaction = client.createTransaction(TransferDirection.RECEIVE);
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DataPacket dataPacket = transaction.receive();
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if ( dataPacket == null ) {
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transaction.confirm();
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transaction.complete();
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// no data available. Wait a bit and try again
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try {
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Thread.sleep(1000L);
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} catch (InterruptedException e) {}
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continue;
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}
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final List<NiFiDataPacket> dataPackets = new ArrayList<NiFiDataPacket>();
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do {
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// Read the data into a byte array and wrap it along with the attributes
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// into a NiFiDataPacket.
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final InputStream inStream = dataPacket.getData();
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final byte[] data = new byte[(int) dataPacket.getSize()];
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StreamUtils.fillBuffer(inStream, data);
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final Map<String, String> attributes = dataPacket.getAttributes();
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final NiFiDataPacket NiFiDataPacket = new NiFiDataPacket() {
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public byte[] getContent() {
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return data;
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}
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public NiFiReceiver(final SiteToSiteClientConfig clientConfig, final StorageLevel storageLevel) {
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super(storageLevel);
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this.clientConfig = clientConfig;
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}
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public Map<String, String> getAttributes() {
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return attributes;
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}
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};
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dataPackets.add(NiFiDataPacket);
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dataPacket = transaction.receive();
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} while ( dataPacket != null );
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@Override
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public void onStart() {
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final Thread thread = new Thread(new ReceiveRunnable());
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thread.setDaemon(true);
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thread.setName("NiFi Receiver");
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thread.start();
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}
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// Confirm transaction to verify the data
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transaction.confirm();
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store(dataPackets.iterator());
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transaction.complete();
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}
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} finally {
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try {
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client.close();
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} catch (final IOException ioe) {
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reportError("Failed to close client", ioe);
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}
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}
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} catch (final IOException ioe) {
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restart("Failed to receive data from NiFi", ioe);
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}
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}
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}
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@Override
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public void onStop() {
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}
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class ReceiveRunnable implements Runnable {
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public ReceiveRunnable() {
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}
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@Override
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public void run() {
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try {
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final SiteToSiteClient client = new SiteToSiteClient.Builder().fromConfig(clientConfig).build();
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try {
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while (!isStopped()) {
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final Transaction transaction = client.createTransaction(TransferDirection.RECEIVE);
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DataPacket dataPacket = transaction.receive();
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if (dataPacket == null) {
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transaction.confirm();
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transaction.complete();
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// no data available. Wait a bit and try again
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try {
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Thread.sleep(1000L);
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} catch (InterruptedException e) {
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}
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continue;
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}
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final List<NiFiDataPacket> dataPackets = new ArrayList<>();
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do {
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// Read the data into a byte array and wrap it along with the attributes
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// into a NiFiDataPacket.
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final InputStream inStream = dataPacket.getData();
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final byte[] data = new byte[(int) dataPacket.getSize()];
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StreamUtils.fillBuffer(inStream, data);
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final Map<String, String> attributes = dataPacket.getAttributes();
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final NiFiDataPacket NiFiDataPacket = new NiFiDataPacket() {
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@Override
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public byte[] getContent() {
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return data;
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}
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@Override
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public Map<String, String> getAttributes() {
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return attributes;
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}
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};
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dataPackets.add(NiFiDataPacket);
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dataPacket = transaction.receive();
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} while (dataPacket != null);
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// Confirm transaction to verify the data
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transaction.confirm();
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store(dataPackets.iterator());
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transaction.complete();
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}
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} finally {
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try {
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client.close();
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} catch (final IOException ioe) {
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reportError("Failed to close client", ioe);
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}
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}
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} catch (final IOException ioe) {
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restart("Failed to receive data from NiFi", ioe);
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}
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}
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}
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}
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