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Posted to commits@kafka.apache.org by gu...@apache.org on 2017/11/01 22:40:45 UTC
[23/51] [partial] kafka-site git commit: MINOR: Follow-up Update on
1.0.0 release
http://git-wip-us.apache.org/repos/asf/kafka-site/blob/2e200cfc/10/javadoc/org/apache/kafka/clients/consumer/RetriableCommitFailedException.html
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http://git-wip-us.apache.org/repos/asf/kafka-site/blob/2e200cfc/10/javadoc/org/apache/kafka/clients/consumer/RoundRobinAssignor.html
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+<div class="subTitle">org.apache.kafka.clients.consumer</div>
+<h2 title="Class RoundRobinAssignor" class="title">Class RoundRobinAssignor</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.kafka.clients.consumer.RoundRobinAssignor</li>
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+<dd>org.apache.kafka.clients.consumer.internals.PartitionAssignor</dd>
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+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">RoundRobinAssignor</span>
+extends org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</pre>
+<div class="block">The round robin assignor lays out all the available partitions and all the available consumers. It
+ then proceeds to do a round robin assignment from partition to consumer. If the subscriptions of all consumer
+ instances are identical, then the partitions will be uniformly distributed. (i.e., the partition ownership counts
+ will be within a delta of exactly one across all consumers.)
+
+ For example, suppose there are two consumers C0 and C1, two topics t0 and t1, and each topic has 3 partitions,
+ resulting in partitions t0p0, t0p1, t0p2, t1p0, t1p1, and t1p2.
+
+ The assignment will be:
+ C0: [t0p0, t0p2, t1p1]
+ C1: [t0p1, t1p0, t1p2]
+
+ When subscriptions differ across consumer instances, the assignment process still considers each
+ consumer instance in round robin fashion but skips over an instance if it is not subscribed to
+ the topic. Unlike the case when subscriptions are identical, this can result in imbalanced
+ assignments. For example, we have three consumers C0, C1, C2, and three topics t0, t1, t2,
+ with 1, 2, and 3 partitions, respectively. Therefore, the partitions are t0p0, t1p0, t1p1, t2p0,
+ t2p1, t2p2. C0 is subscribed to t0; C1 is subscribed to t0, t1; and C2 is subscribed to t0, t1, t2.
+
+ Tha assignment will be:
+ C0: [t0p0]
+ C1: [t1p0]
+ C2: [t1p1, t2p0, t2p1, t2p2]</div>
+</li>
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+<h3>Nested classes/interfaces inherited from interface org.apache.kafka.clients.consumer.internals.PartitionAssignor</h3>
+<code>org.apache.kafka.clients.consumer.internals.PartitionAssignor.Assignment, org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription</code></li>
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+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>java.util.List<<a href="../../../../../org/apache/kafka/common/TopicPartition.html" title="class in org.apache.kafka.common">TopicPartition</a>></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/RoundRobinAssignor.html#allPartitionsSorted-java.util.Map-java.util.Map-">allPartitionsSorted</a></span>(java.util.Map<java.lang.String,java.lang.Integer> partitionsPerTopic,
+ java.util.Map<java.lang.String,org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription> subscriptions)</code> </td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.util.Map<java.lang.String,java.util.List<<a href="../../../../../org/apache/kafka/common/TopicPartition.html" title="class in org.apache.kafka.common">TopicPartition</a>>></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/RoundRobinAssignor.html#assign-java.util.Map-java.util.Map-">assign</a></span>(java.util.Map<java.lang.String,java.lang.Integer> partitionsPerTopic,
+ java.util.Map<java.lang.String,org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription> subscriptions)</code> </td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/RoundRobinAssignor.html#name--">name</a></span>()</code> </td>
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+</a>
+<h3>Methods inherited from class org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</h3>
+<code>assign, onAssignment, partitions, put, subscription</code></li>
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+<h4>RoundRobinAssignor</h4>
+<pre>public RoundRobinAssignor()</pre>
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+<h4>assign</h4>
+<pre>public java.util.Map<java.lang.String,java.util.List<<a href="../../../../../org/apache/kafka/common/TopicPartition.html" title="class in org.apache.kafka.common">TopicPartition</a>>> assign(java.util.Map<java.lang.String,java.lang.Integer> partitionsPerTopic,
+ java.util.Map<java.lang.String,org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription> subscriptions)</pre>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code>assign</code> in class <code>org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</code></dd>
+</dl>
+</li>
+</ul>
+<a name="allPartitionsSorted-java.util.Map-java.util.Map-">
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+ java.util.Map<java.lang.String,org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription> subscriptions)</pre>
+</li>
+</ul>
+<a name="name--">
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+<div class="subTitle">org.apache.kafka.clients.consumer</div>
+<h2 title="Class StickyAssignor" class="title">Class StickyAssignor</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li>java.lang.Object</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</li>
+<li>
+<ul class="inheritance">
+<li>org.apache.kafka.clients.consumer.StickyAssignor</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd>org.apache.kafka.clients.consumer.internals.PartitionAssignor</dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">StickyAssignor</span>
+extends org.apache.kafka.clients.consumer.internals.AbstractPartitionAssignor</pre>
+<div class="block"><p>The sticky assignor serves two purposes. First, it guarantees an assignment that is as balanced as possible, meaning either:
+ <ul>
+ <li>the numbers of topic partitions assigned to consumers differ by at most one; or</li>
+ <li>each consumer that has 2+ fewer topic partitions than some other consumer cannot get any of those topic partitions transferred to it.</li>
+ </ul>
+ Second, it preserved as many existing assignment as possible when a reassignment occurs. This helps in saving some of the
+ overhead processing when topic partitions move from one consumer to another.</p>
+
+ <p>Starting fresh it would work by distributing the partitions over consumers as evenly as possible. Even though this may sound similar to
+ how round robin assignor works, the second example below shows that it is not.
+ During a reassignment it would perform the reassignment in such a way that in the new assignment
+ <ol>
+ <li>topic partitions are still distributed as evenly as possible, and</li>
+ <li>topic partitions stay with their previously assigned consumers as much as possible.</li>
+ </ol>
+ Of course, the first goal above takes precedence over the second one.</p>
+
+ <p><b>Example 1.</b> Suppose there are three consumers <code>C0</code>, <code>C1</code>, <code>C2</code>,
+ four topics <code>t0,</code> <code>t1</code>, <code>t2</code>, <code>t3</code>, and each topic has 2 partitions,
+ resulting in partitions <code>t0p0</code>, <code>t0p1</code>, <code>t1p0</code>, <code>t1p1</code>, <code>t2p0</code>,
+ <code>t2p1</code>, <code>t3p0</code>, <code>t3p1</code>. Each consumer is subscribed to all three topics.
+
+ The assignment with both sticky and round robin assignors will be:
+ <ul>
+ <li><code>C0: [t0p0, t1p1, t3p0]</code></li>
+ <li><code>C1: [t0p1, t2p0, t3p1]</code></li>
+ <li><code>C2: [t1p0, t2p1]</code></li>
+ </ul>
+
+ Now, let's assume <code>C1</code> is removed and a reassignment is about to happen. The round robin assignor would produce:
+ <ul>
+ <li><code>C0: [t0p0, t1p0, t2p0, t3p0]</code></li>
+ <li><code>C2: [t0p1, t1p1, t2p1, t3p1]</code></li>
+ </ul>
+
+ while the sticky assignor would result in:
+ <ul>
+ <li><code>C0 [t0p0, t1p1, t3p0, t2p0]</code></li>
+ <li><code>C2 [t1p0, t2p1, t0p1, t3p1]</code></li>
+ </ul>
+ preserving all the previous assignments (unlike the round robin assignor).
+</p>
+ <p><b>Example 2.</b> There are three consumers <code>C0</code>, <code>C1</code>, <code>C2</code>,
+ and three topics <code>t0</code>, <code>t1</code>, <code>t2</code>, with 1, 2, and 3 partitions respectively.
+ Therefore, the partitions are <code>t0p0</code>, <code>t1p0</code>, <code>t1p1</code>, <code>t2p0</code>,
+ <code>t2p1</code>, <code>t2p2</code>. <code>C0</code> is subscribed to <code>t0</code>; <code>C1</code> is subscribed to
+ <code>t0</code>, <code>t1</code>; and <code>C2</code> is subscribed to <code>t0</code>, <code>t1</code>, <code>t2</code>.
+
+ The round robin assignor would come up with the following assignment:
+ <ul>
+ <li><code>C0 [t0p0]</code></li>
+ <li><code>C1 [t1p0]</code></li>
+ <li><code>C2 [t1p1, t2p0, t2p1, t2p2]</code></li>
+ </ul>
+
+ which is not as balanced as the assignment suggested by sticky assignor:
+ <ul>
+ <li><code>C0 [t0p0]</code></li>
+ <li><code>C1 [t1p0, t1p1]</code></li>
+ <li><code>C2 [t2p0, t2p1, t2p2]</code></li>
+ </ul>
+
+ Now, if consumer <code>C0</code> is removed, these two assignors would produce the following assignments.
+ Round Robin (preserves 3 partition assignments):
+ <ul>
+ <li><code>C1 [t0p0, t1p1]</code></li>
+ <li><code>C2 [t1p0, t2p0, t2p1, t2p2]</code></li>
+ </ul>
+
+ Sticky (preserves 5 partition assignments):
+ <ul>
+ <li><code>C1 [t1p0, t1p1, t0p0]</code></li>
+ <li><code>C2 [t2p0, t2p1, t2p2]</code></li>
+ </ul>
+</p>
+ <h3>Impact on <code>ConsumerRebalanceListener</code></h3>
+ The sticky assignment strategy can provide some optimization to those consumers that have some partition cleanup code
+ in their <code>onPartitionsRevoked()</code> callback listeners. The cleanup code is placed in that callback listener
+ because the consumer has no assumption or hope of preserving any of its assigned partitions after a rebalance when it
+ is using range or round robin assignor. The listener code would look like this:
+ <pre>
+ <code>
+ class TheOldRebalanceListener implements ConsumerRebalanceListener {
+
+ void onPartitionsRevoked(Collection<TopicPartition> partitions) {
+ for (TopicPartition partition: partitions) {
+ commitOffsets(partition);
+ cleanupState(partition);
+ }
+ }
+
+ void onPartitionsAssigned(Collection<TopicPartition> partitions) {
+ for (TopicPartition partition: partitions) {
+ initializeState(partition);
+ initializeOffset(partition);
+ }
+ }
+ }
+ </code>
+ </pre>
+
+ As mentioned above, one advantage of the sticky assignor is that, in general, it reduces the number of partitions that
+ actually move from one consumer to another during a reassignment. Therefore, it allows consumers to do their cleanup
+ more efficiently. Of course, they still can perform the partition cleanup in the <code>onPartitionsRevoked()</code>
+ listener, but they can be more efficient and make a note of their partitions before and after the rebalance, and do the
+ cleanup after the rebalance only on the partitions they have lost (which is normally not a lot). The code snippet below
+ clarifies this point:
+ <pre>
+ <code>
+ class TheNewRebalanceListener implements ConsumerRebalanceListener {
+ Collection<TopicPartition> lastAssignment = Collections.emptyList();
+
+ void onPartitionsRevoked(Collection<TopicPartition> partitions) {
+ for (TopicPartition partition: partitions)
+ commitOffsets(partition);
+ }
+
+ void onPartitionsAssigned(Collection<TopicPartition> assignment) {
+ for (TopicPartition partition: difference(lastAssignment, assignment))
+ cleanupState(partition);
+
+ for (TopicPartition partition: difference(assignment, lastAssignment))
+ initializeState(partition);
+
+ for (TopicPartition partition: assignment)
+ initializeOffset(partition);
+
+ this.lastAssignment = assignment;
+ }
+ }
+ </code>
+ </pre>
+
+ Any consumer that uses sticky assignment can leverage this listener like this:
+ <code>consumer.subscribe(topics, new TheNewRebalanceListener());</code></div>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== NESTED CLASS SUMMARY ======== -->
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+<!-- -->
+</a>
+<h3>Nested classes/interfaces inherited from interface org.apache.kafka.clients.consumer.internals.PartitionAssignor</h3>
+<code>org.apache.kafka.clients.consumer.internals.PartitionAssignor.Assignment, org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription</code></li>
+</ul>
+</li>
+</ul>
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+<th class="colOne" scope="col">Constructor and Description</th>
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+<tr class="altColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/StickyAssignor.html#StickyAssignor--">StickyAssignor</a></span>()</code> </td>
+</tr>
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+<!-- ========== METHOD SUMMARY =========== -->
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+<h3>Method Summary</h3>
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+<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
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+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr id="i0" class="altColor">
+<td class="colFirst"><code>java.util.Map<java.lang.String,java.util.List<<a href="../../../../../org/apache/kafka/common/TopicPartition.html" title="class in org.apache.kafka.common">TopicPartition</a>>></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/StickyAssignor.html#assign-java.util.Map-java.util.Map-">assign</a></span>(java.util.Map<java.lang.String,java.lang.Integer> partitionsPerTopic,
+ java.util.Map<java.lang.String,org.apache.kafka.clients.consumer.internals.PartitionAssignor.Subscription> subscriptions)</code> </td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>java.lang.String</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/kafka/clients/consumer/StickyAssignor.html#name--">name</a></span>()</code> </td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code>void</code></td>
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+<h2 title="Interfaces">Interfaces</h2>
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+<li><a href="KafkaConsumer.html" title="class in org.apache.kafka.clients.consumer" target="classFrame">KafkaConsumer</a></li>
+<li><a href="MockConsumer.html" title="class in org.apache.kafka.clients.consumer" target="classFrame">MockConsumer</a></li>
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+<li><a href="OffsetOutOfRangeException.html" title="class in org.apache.kafka.clients.consumer" target="classFrame">OffsetOutOfRangeException</a></li>
+<li><a href="RetriableCommitFailedException.html" title="class in org.apache.kafka.clients.consumer" target="classFrame">RetriableCommitFailedException</a></li>
+</ul>
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+<th class="colFirst" scope="col">Interface</th>
+<th class="colLast" scope="col">Description</th>
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+<tr class="altColor">
+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/Consumer.html" title="interface in org.apache.kafka.clients.consumer">Consumer</a><K,V></td>
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+</tr>
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+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/ConsumerInterceptor.html" title="interface in org.apache.kafka.clients.consumer">ConsumerInterceptor</a><K,V></td>
+<td class="colLast">
+<div class="block">A plugin interface that allows you to intercept (and possibly mutate) records received by the consumer.</div>
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+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/ConsumerRebalanceListener.html" title="interface in org.apache.kafka.clients.consumer">ConsumerRebalanceListener</a></td>
+<td class="colLast">
+<div class="block">A callback interface that the user can implement to trigger custom actions when the set of partitions assigned to the
+ consumer changes.</div>
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+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/OffsetCommitCallback.html" title="interface in org.apache.kafka.clients.consumer">OffsetCommitCallback</a></td>
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+<div class="block">A callback interface that the user can implement to trigger custom actions when a commit request completes.</div>
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+<th class="colFirst" scope="col">Class</th>
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+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/OffsetAndMetadata.html" title="class in org.apache.kafka.clients.consumer">OffsetAndMetadata</a></td>
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+<td class="colFirst"><a href="../../../../../org/apache/kafka/clients/consumer/RangeAssignor.html" title="class in org.apache.kafka.clients.consumer">RangeAssignor</a></td>
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