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Original file line number Diff line number Diff line change
@@ -0,0 +1,217 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.streaming.kafka010;

import scala.collection.Map$;

import org.apache.kafka.clients.consumer.Consumer;
import org.apache.kafka.common.TopicPartition;
import org.apache.spark.annotation.Experimental;

/**
* :: Experimental :: Choice of how to create and configure underlying Kafka Consumers on driver and
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fix docs

* executors. Kafka 0.10 consumers can require additional, sometimes complex, setup after object
* instantiation. This interface encapsulates that process, and allows it to be checkpointed.
*/
@Experimental
public abstract class ConsumerStrategy<K, V> {

/**
* Kafka <a href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs"> configuration
* parameters</a> to be used on executors. Requires "bootstrap.servers" to be set with Kafka
* broker(s) specified in host1:port1,host2:port2 form.
*/
public abstract java.util.Map<String,Object> executorKafkaParams();

/**
* Must return a fully configured Kafka Consumer, including subscribed or assigned topics. This
* consumer will be used on the driver to query for offsets only, not messages.
*
* @param currentOffsets A map from TopicPartition to offset, indicating how far the driver has
* successfully read. Will be empty on initial start, possibly non-empty on
* restart from checkpoint.
*/
public abstract Consumer<K,V> onStart(
java.util.Map<TopicPartition, Long> currentOffsets);

/**
* :: Experimental ::
* Subscribe to a collection of topics.
*
* @param topics collection of topics to subscribe
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be
* used on executors, with minor automatic modifications applied. Requires
* "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Subscribe(
scala.collection.Iterable<String> topics,
scala.collection.Map<String, Object> kafkaParams) {
return Subscribe(topics, kafkaParams, Map$.MODULE$.<TopicPartition, scala.Long>empty());
}

/**
* :: Experimental ::
* Subscribe to a collection of topics.
*
* @param topics collection of topics to subscribe
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.html#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be
* used on executors, with minor automatic modifications applied. Requires
* "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Subscribe(
scala.collection.Iterable<String> topics,
scala.collection.Map<String, Object> kafkaParams,
scala.collection.Map<TopicPartition, scala.Long> offsets) {
return new SubscribeStrategy(topics, kafkaParams, offsets);
}

/**
* :: Experimental ::
* Subscribe to a collection of topics.
*
* @param topics collection of topics to subscribe
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.html#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be
* used on executors, with minor automatic modifications applied. Requires
* "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Subscribe(
java.util.Collection<String> topics,
java.util.Map<String, Object> kafkaParams) {
return Subscribe(topics, kafkaParams, java.util.Collections.<TopicPartition, Long>emptyMap());
}

/**
* :: Experimental ::
* Subscribe to a collection of topics.
*
* @param topics collection of topics to subscribe
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.html#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be
* used on executors, with minor automatic modifications applied. Requires
* "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Subscribe(
java.util.Collection<String> topics,
java.util.Map<String, Object> kafkaParams,
java.util.Map<TopicPartition, Long> offsets) {
return new SubscribeStrategy(topics, kafkaParams, offsets);
}


/**
* :: Experimental :: Assign a fixed collection of TopicPartitions
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fix docs

*
* @param topicPartitions collection of TopicPartitions to assign
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will
* be used on executors, with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Assign(
scala.collection.Iterable<TopicPartition> topicPartitions,
scala.collection.Map<String, Object> kafkaParams) {
return Assign(topicPartitions, kafkaParams, Map$.MODULE$.<TopicPartition, scala.Long>empty());
}

/**
* :: Experimental :: Assign a fixed collection of TopicPartitions
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fix docs

*
* @param topicPartitions collection of TopicPartitions to assign
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will
* be used on executors, with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Assign(
scala.collection.Iterable<TopicPartition> topicPartitions,
scala.collection.Map<String, Object> kafkaParams,
scala.collection.Map<TopicPartition, scala.Long> offsets) {
return new AssignStrategy(topicPartitions, kafkaParams, offsets);
}

/**
* :: Experimental :: Assign a fixed collection of TopicPartitions
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fix

*
* @param topicPartitions collection of TopicPartitions to assign
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will
* be used on executors, with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Assign(
java.util.Collection<TopicPartition> topicPartitions,
java.util.Map<String, Object> kafkaParams) {
return Assign(topicPartitions, kafkaParams, java.util.Collections.<TopicPartition, Long>emptyMap());
}

/**
* :: Experimental :: Assign a fixed collection of TopicPartitions
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fix

*
* @param topicPartitions collection of TopicPartitions to assign
* @param kafkaParams Kafka <a
* href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will
* be used on executors, with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set with Kafka broker(s) specified in
* host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
public static <Key, Value> ConsumerStrategy<Key, Value> Assign(
java.util.Collection<TopicPartition> topicPartitions,
java.util.Map<String, Object> kafkaParams,
java.util.Map<TopicPartition, Long> offsets) {
return new AssignStrategy(topicPartitions, kafkaParams, offsets);
}

}
Original file line number Diff line number Diff line change
@@ -0,0 +1,61 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.streaming.kafka010;

import java.util.Map;

import scala.collection.JavaConversions;

import org.apache.kafka.common.TopicPartition;
import org.apache.spark.annotation.Experimental;

/**
* :: Experimental ::
* Abstract class representing choice of how to schedule consumers for a given TopicPartition on an
* executor. Kafka 0.10 consumers prefetch messages, so it's important for performance to keep
* cached consumers on appropriate executors, not recreate them for every partition. Choice of
* location is only a preference, not an absolute; partitions may be scheduled elsewhere.
*/
@Experimental
public abstract class LocationStrategy {

/**
* :: Experimental ::
* Use this in most cases, it will consistently distribute partitions across all executors.
*/
public static LocationStrategy PreferConsistent() {
return PreferConsistent$.MODULE$;
}

/**
* :: Experimental ::
* Use this only if your executors are on the same nodes as your Kafka brokers.
*/
public static LocationStrategy PreferBrokers() {
return PreferBrokers$.MODULE$;
}


public static LocationStrategy PreferFixed(Map<TopicPartition, String> hostMap) {
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nit: docs?

return new PreferFixed(hostMap);
}

public static LocationStrategy PreferFixed(scala.collection.Map<TopicPartition, String> hostMap) {
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nit: docs?

return PreferFixed(JavaConversions.mapAsJavaMap(hostMap));
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,117 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.streaming.kafka010

import java.{ util => ju }

import scala.collection.JavaConverters._

import org.apache.kafka.clients.consumer._
import org.apache.kafka.common.TopicPartition

import org.apache.spark.annotation.Experimental

/**
* :: Experimental ::
* Subscribe to a collection of topics.
* @param topics collection of topics to subscribe
* @param kafkaParams Kafka
* <a href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be used on executors,
* with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set
* with Kafka broker(s) specified in host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
private[kafka010] case class SubscribeStrategy[K, V] private(
topics: ju.Collection[String],
kafkaParams: ju.Map[String, Object],
offsets: ju.Map[TopicPartition, java.lang.Long]
) extends ConsumerStrategy[K, V] {

def this(
topics: collection.Iterable[String],
kafkaParams: collection.Map[String, Object],
offsets: collection.Map[TopicPartition, scala.Long]) = this(
topics.asJavaCollection,
MapConverter.asJavaMap(kafkaParams),
MapConverter.asJavaMap(offsets.mapValues(l => new java.lang.Long(l))))

def executorKafkaParams(): ju.Map[String, Object] = kafkaParams

def onStart(currentOffsets: ju.Map[TopicPartition, java.lang.Long]): Consumer[K, V] = {
val consumer = new KafkaConsumer[K, V](kafkaParams)
consumer.subscribe(topics)
if (currentOffsets.isEmpty) {
offsets.asScala.foreach { case (topicPartition, offset) =>
consumer.seek(topicPartition, offset)
}
}

consumer
}
}

/**
* :: Experimental ::
* Assign a fixed collection of TopicPartitions
* @param topicPartitions collection of TopicPartitions to assign
* @param kafkaParams Kafka
* <a href="http://kafka.apache.org/documentation.htmll#newconsumerconfigs">
* configuration parameters</a> to be used on driver. The same params will be used on executors,
* with minor automatic modifications applied.
* Requires "bootstrap.servers" to be set
* with Kafka broker(s) specified in host1:port1,host2:port2 form.
* @param offsets: offsets to begin at on initial startup. If no offset is given for a
* TopicPartition, the committed offset (if applicable) or kafka param
* auto.offset.reset will be used.
*/
@Experimental
private[kafka010] case class AssignStrategy[K, V] private(
topicPartitions: ju.Collection[TopicPartition],
kafkaParams: ju.Map[String, Object],
offsets: ju.Map[TopicPartition, java.lang.Long]
) extends ConsumerStrategy[K, V] {

def this(
topicPartitions: collection.Iterable[TopicPartition],
kafkaParams: collection.Map[String, Object],
offsets: collection.Map[TopicPartition, scala.Long]) = this(
topicPartitions.asJavaCollection,
MapConverter.asJavaMap(kafkaParams),
MapConverter.asJavaMap(offsets.mapValues(l => new java.lang.Long(l))))

def executorKafkaParams(): ju.Map[String, Object] = kafkaParams

def onStart(currentOffsets: ju.Map[TopicPartition, java.lang.Long]): Consumer[K, V] = {
val consumer = new KafkaConsumer[K, V](kafkaParams)
consumer.assign(topicPartitions)
if (currentOffsets.isEmpty) {
offsets.asScala.foreach { case (topicPartition, offset) =>
consumer.seek(topicPartition, offset)
}
}

consumer
}
}


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