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MINOR: Update Kafka Streams upgrade docs for KIP-444, KIP-470, KIP-471, KIP-474, KIP-528 (#7515)
Reviewers: Jukka Karvanen <jukka.karvanen@jukinimi.com>, Guozhang Wang <guozhang@confluent.io>, A. Sophie Blee-Goldman <sophie@confluent.io>
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More details about the new config <code>StreamsConfig#TOPOLOGY_OPTIMIZATION</code> can be found in <a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-295%3A+Add+Streams+Configuration+Allowing+for+Optional+Topology+Optimization">KIP-295</a>.
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More details about the new config <code>StreamsConfig#TOPOLOGY_OPTIMIZATION</code> can be found in <a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-295%3A+Add+Streams+Configuration+Allowing+for+Optional+Topology+Optimization">KIP-295</a>.
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<h3><a id="streams_api_changes_240" href="#streams_api_changes_240">Streams API changes in 2.4.0</a></h3>
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<!-- Placeholder KIP-213 -->
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<!-- Placeholder KIP-307 -->
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<!-- Placeholder KIP-479 -->
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<!-- Placeholder KIP-429 -->
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<p>
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The 2.4.0 release contains newly added and reworked metrics.
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<a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-444%3A+Augment+metrics+for+Kafka+Streams">KIP-444</a>
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adds new <em>client level</em> (i.e., <code>KafkaStreams</code> instance level) metrics to the existing
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thread-level, task-level, and processor-/state-store-level metrics.
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For a full list of available client level metrics, see the
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<a href="/{{version}}/documentation/#kafka_streams_client_monitoring">KafkaStreams monitoring</a>
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section in the operations guide.
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<br />
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Furthermore, RocksDB metrics are exposed via
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<a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-471%3A+Expose+RocksDB+Metrics+in+Kafka+Streams">KIP-471</a>.
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For a full list of available RocksDB metrics, see the
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<a href="/{{version}}/documentation/#kafka_streams_rocksdb_monitoring">RocksDB monitoring</a>
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section in the operations guide.
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</p>
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<p>
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Kafka Streams <code>test-utils</code> got improved via
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<a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-470%3A+TopologyTestDriver+test+input+and+output+usability+improvements">KIP-470</a>
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to simplify the process of using <code>TopologyTestDriver</code> to test your application code.
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We deprecated <code>ConsumerRecordFactory</code>, <code>TopologyTestDriver#pipeInput()</code>,
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<code>OutputVerifier</code>, as well as <code>TopologyTestDriver#readOutput()</code> and replace them with
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<code>TestInputTopic</code> and <code>TestOutputTopic</code>, respectively.
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We also introduced a new class <code>TestRecord</code> that simplifies assertion code.
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For full details see the
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<a href="/{{version}}/documentation/streams/developer-guide/testing.html">Testing section</a> in the developer guide.
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</p>
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<p>
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In 2.4.0, we deprecated <code>WindowStore#put(K key, V value)</code> that should never be used.
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Instead the existing <code>WindowStore#put(K key, V value, long windowStartTimestamp)</code> should be used
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(<a href="https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=115526545">KIP-474</a>).
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</p>
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<p>
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Furthermore, the <code>PartitionGrouper</code> interface and its corresponding configuration parameter
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<code>partition.grouper</code> were deprecated
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(<a href="https://cwiki.apache.org/confluence/display/KAFKA/KIP-528%3A+Deprecate+PartitionGrouper+configuration+and+interface">KIP-528</a>)
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and will be removed in the next major release (<a href="https://issues.apache.org/jira/browse/KAFKA-7785">KAFKA-7785</a>.
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Hence, this feature won't be supported in the future any longer and you need to updated your code accordingly.
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If you use a custom <code>PartitionGrouper</code> and stop to use it, the created tasks might change.
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Hence, you will need to reset your application to upgrade it.
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</p>
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<h3><a id="streams_api_changes_230" href="#streams_api_changes_230">Streams API changes in 2.3.0</a></h3>
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<h3><a id="streams_api_changes_230" href="#streams_api_changes_230">Streams API changes in 2.3.0</a></h3>
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<p>Version 2.3.0 adds the Suppress operator to the <code>kafka-streams-scala</code> Ktable API.</p>
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<p>Version 2.3.0 adds the Suppress operator to the <code>kafka-streams-scala</code> Ktable API.</p>
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