Allow Kafka Streams state store creation
* Allow Kafka Streams state store creation when using process/transform method in DSL * Add unit test for state store * Address code review comments * Add author and javadocs * Integration test fixing for state store * Polishing
This commit is contained in:
@@ -577,6 +577,38 @@ public KStream<?, WordCount> process(KStream<Object, String> input) {
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}
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----
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== State Store
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State store is created automatically by Kafka Stream when Streas DSL is used. When use processor API, in case you want to
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create and register a state store manually, you can use `KafkaStreamsStateStore` annotation. You can specify store name,
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type, whether to enable log, whether disable cache, etc, and those parameters will be injected into KStream building
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process in Kafka Streams binder to create and register the store to your KStream. After that, you can access the same way
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how you access in normal Kafka Streams code.
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Creation code:
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[source]
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----
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@KafkaStreamsStateStore(name="mystate", type= KafkaStreamsStateStoreProperties.StoreType.WINDOW, lengthMs=300000)
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public void process(KStream<Object, Product> input) {
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...
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}
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----
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Access code:
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[source]
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----
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Processor<Object, Product>() {
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WindowStore<Object, String> state;
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@Override
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public void init(ProcessorContext processorContext) {
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state = (WindowStore)processorContext.getStateStore("mystate");
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}
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...
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}
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----
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== Interactive Queries
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As part of the public Kafka Streams binder API, we expose a class called `QueryableStoreRegistry`. You can access this
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@@ -35,6 +35,9 @@ import org.apache.kafka.streams.kstream.KTable;
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import org.apache.kafka.streams.kstream.Materialized;
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import org.apache.kafka.streams.state.KeyValueStore;
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import org.apache.kafka.streams.state.StoreBuilder;
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import org.apache.kafka.streams.state.Stores;
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import org.springframework.beans.BeansException;
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import org.springframework.beans.factory.BeanInitializationException;
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import org.springframework.beans.factory.config.BeanDefinition;
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@@ -44,9 +47,11 @@ import org.springframework.beans.factory.support.BeanDefinitionRegistry;
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import org.springframework.cloud.stream.annotation.Input;
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import org.springframework.cloud.stream.annotation.StreamListener;
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import org.springframework.cloud.stream.binder.ConsumerProperties;
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import org.springframework.cloud.stream.binder.kafka.streams.annotations.KafkaStreamsStateStore;
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import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsBinderConfigurationProperties;
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import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsConsumerProperties;
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import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsExtendedBindingProperties;
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import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsStateStoreProperties;
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import org.springframework.cloud.stream.binding.StreamListenerErrorMessages;
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import org.springframework.cloud.stream.binding.StreamListenerParameterAdapter;
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import org.springframework.cloud.stream.binding.StreamListenerResultAdapter;
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@@ -79,6 +84,7 @@ import org.springframework.util.StringUtils;
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* 3. Each StreamListener method that it orchestrates gets its own {@link StreamsBuilderFactoryBean} and {@link StreamsConfig}
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*
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* @author Soby Chacko
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* @author Lei Chen
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*/
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class KafkaStreamsStreamListenerSetupMethodOrchestrator implements StreamListenerSetupMethodOrchestrator, ApplicationContextAware {
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@@ -230,10 +236,12 @@ class KafkaStreamsStreamListenerSetupMethodOrchestrator implements StreamListene
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StreamsBuilderFactoryBean streamsBuilderFactoryBean = methodStreamsBuilderFactoryBeanMap.get(method);
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StreamsBuilder streamsBuilder = streamsBuilderFactoryBean.getObject();
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KafkaStreamsConsumerProperties extendedConsumerProperties = kafkaStreamsExtendedBindingProperties.getExtendedConsumerProperties(inboundName);
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//get state store spec
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KafkaStreamsStateStoreProperties spec = buildStateStoreSpec(method);
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Serde<?> keySerde = this.keyValueSerdeResolver.getInboundKeySerde(extendedConsumerProperties);
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Serde<?> valueSerde = this.keyValueSerdeResolver.getInboundValueSerde(bindingProperties.getConsumer(), extendedConsumerProperties);
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if (parameterType.isAssignableFrom(KStream.class)) {
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KStream<?, ?> stream = getkStream(inboundName, bindingProperties, streamsBuilder, keySerde, valueSerde);
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KStream<?, ?> stream = getkStream(inboundName, spec, bindingProperties, streamsBuilder, keySerde, valueSerde);
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KStreamBoundElementFactory.KStreamWrapper kStreamWrapper = (KStreamBoundElementFactory.KStreamWrapper) targetBean;
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//wrap the proxy created during the initial target type binding with real object (KStream)
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kStreamWrapper.wrap((KStream<Object, Object>) stream);
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@@ -288,8 +296,51 @@ class KafkaStreamsStreamListenerSetupMethodOrchestrator implements StreamListene
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.withValueSerde(v));
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}
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private KStream<?, ?> getkStream(String inboundName, BindingProperties bindingProperties, StreamsBuilder streamsBuilder,
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private StoreBuilder buildStateStore(KafkaStreamsStateStoreProperties spec) {
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try {
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Serde<?> keySerde = this.keyValueSerdeResolver.getStateStoreKeySerde(spec.getKeySerdeString());
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Serde<?> valueSerde = this.keyValueSerdeResolver.getStateStoreValueSerde(spec.getValueSerdeString());
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StoreBuilder builder;
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switch (spec.getType()) {
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case KEYVALUE:
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builder = Stores.keyValueStoreBuilder(Stores.persistentKeyValueStore(spec.getName()), keySerde, valueSerde);
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break;
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case WINDOW:
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builder = Stores.windowStoreBuilder(Stores.persistentWindowStore(spec.getName(), spec.getRetention(), 3, spec.getLength(), false),
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keySerde,
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valueSerde);
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break;
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case SESSION:
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builder = Stores.sessionStoreBuilder(Stores.persistentSessionStore(spec.getName(), spec.getRetention()), keySerde, valueSerde);
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break;
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default:
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throw new UnsupportedOperationException("state store type (" + spec.getType() + ") is not supported!");
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}
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if (spec.isCacheEnabled()) {
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builder = builder.withCachingEnabled();
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}
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if (spec.isLoggingDisabled()) {
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builder = builder.withLoggingDisabled();
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}
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return builder;
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}catch (Exception e) {
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LOG.error("failed to build state store exception : " + e);
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throw e;
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}
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}
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private KStream<?, ?> getkStream(String inboundName, KafkaStreamsStateStoreProperties storeSpec, BindingProperties bindingProperties, StreamsBuilder streamsBuilder,
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Serde<?> keySerde, Serde<?> valueSerde) {
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if (storeSpec != null) {
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StoreBuilder storeBuilder = buildStateStore(storeSpec);
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streamsBuilder.addStateStore(storeBuilder);
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if (LOG.isInfoEnabled()) {
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LOG.info("state store " + storeBuilder.name() + " added to topology");
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}
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}
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KStream<?, ?> stream = streamsBuilder.stream(bindingServiceProperties.getBindingDestination(inboundName),
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Consumed.with(keySerde, valueSerde));
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final boolean nativeDecoding = bindingServiceProperties.getConsumerProperties(inboundName).isUseNativeDecoding();
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@@ -431,4 +482,24 @@ class KafkaStreamsStreamListenerSetupMethodOrchestrator implements StreamListene
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}
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return null;
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}
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@SuppressWarnings({"unchecked"})
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private static KafkaStreamsStateStoreProperties buildStateStoreSpec(Method method) {
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KafkaStreamsStateStore spec = AnnotationUtils.findAnnotation(method, KafkaStreamsStateStore.class);
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if (spec != null) {
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Assert.isTrue(!ObjectUtils.isEmpty(spec.name()), "name cannot be empty");
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Assert.isTrue(spec.name().length() >= 1, "name cannot be empty.");
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KafkaStreamsStateStoreProperties props = new KafkaStreamsStateStoreProperties();
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props.setName(spec.name());
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props.setType(spec.type());
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props.setLength(spec.lengthMs());
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props.setKeySerdeString(spec.keySerde());
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props.setRetention(spec.retentionMs());
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props.setValueSerdeString(spec.valueSerde());
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props.setCacheEnabled(spec.cache());
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props.setLoggingDisabled(!spec.logging());
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return props;
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}
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return null;
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}
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}
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@@ -38,12 +38,16 @@ import org.springframework.util.StringUtils;
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* If native decoding is disabled, then the binder will do the deserialization on value and ignore any Serde set for value
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* and rely on the contentType provided. Keys are always deserialized at the broker.
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*
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*
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* Same rules apply on the outbound. If native encoding is enabled, then value serialization is done at the broker using
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* any binder level Serde for value, if not using common Serde, if not, then byte[].
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* If native encoding is disabled, then the binder will do serialization using a contentType. Keys are always serialized
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* by the broker.
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*
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* For state store, use serdes class specified in {@link KafkaStreamsStateStore} to create Serde accordingly.
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*
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* @author Soby Chacko
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* @author Lei Chen
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*/
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class KeyValueSerdeResolver {
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@@ -130,6 +134,31 @@ class KeyValueSerdeResolver {
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return valueSerde;
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}
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/**
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* Provide the {@link Serde} for state store
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*
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* @param keySerdeString serde class used for key
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* @return {@link Serde} for the state store key.
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*/
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public Serde<?> getStateStoreKeySerde(String keySerdeString) {
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return getKeySerde(keySerdeString);
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}
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/**
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* Provide the {@link Serde} for state store value
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*
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* @param valueSerdeString serde class used for value
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* @return {@link Serde} for the state store value.
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*/
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public Serde<?> getStateStoreValueSerde(String valueSerdeString) {
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try {
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return getValueSerde(valueSerdeString);
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}
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catch (ClassNotFoundException e) {
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throw new IllegalStateException("Serde class not found: ", e);
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}
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}
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private Serde<?> getKeySerde(String keySerdeString) {
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Serde<?> keySerde;
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try {
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@@ -0,0 +1,105 @@
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/*
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* Copyright 2018 the original author or authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.springframework.cloud.stream.binder.kafka.streams.annotations;
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import java.lang.annotation.ElementType;
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import java.lang.annotation.Retention;
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import java.lang.annotation.RetentionPolicy;
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import java.lang.annotation.Target;
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import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsStateStoreProperties;;
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/**
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* Interface for Kafka Stream state store.
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*
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* This interface can be used to inject a state store specification into KStream building process so
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* that the desired store can be built by StreamBuilder and added to topology for later use by processors.
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* This is particularly useful when need to combine stream DSL with low level processor APIs. In those cases,
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* if a writable state store is desired in processors, it needs to be created using this annotation.
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* Here is the example.
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*
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* <pre class="code">
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* @StreamListener("input")
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* @KafkaStreamsStateStore(name="mystate", type= KafkaStreamsStateStoreProperties.StoreType.WINDOW, size=300000)
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* public void process(KStream<Object, Product> input) {
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* ......
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* }
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*</pre>
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*
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* With that, you should be able to read/write this state store in your processor/transformer code.
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*
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* <pre class="code">
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* new Processor<Object, Product>() {
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* WindowStore<Object, String> state;
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* @Override
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* public void init(ProcessorContext processorContext) {
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* state = (WindowStore)processorContext.getStateStore("mystate");
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* ......
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* }
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* }
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*</pre>
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*
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* @author Lei Chen
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*/
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@Target({ ElementType.TYPE, ElementType.METHOD, ElementType.ANNOTATION_TYPE })
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@Retention(RetentionPolicy.RUNTIME)
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public @interface KafkaStreamsStateStore {
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/**
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* @return name of state store.
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*/
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String name() default "";
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/**
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* @return {@link KafkaStreamsStateStoreProperties.StoreType} of state store.
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*/
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KafkaStreamsStateStoreProperties.StoreType type() default KafkaStreamsStateStoreProperties.StoreType.KEYVALUE;
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/**
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* @return key serde of state store.
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*/
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String keySerde() default "org.apache.kafka.common.serialization.Serdes$StringSerde";
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/**
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* @return value serde of state store.
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*/
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String valueSerde() default "org.apache.kafka.common.serialization.Serdes$StringSerde";
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/**
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* @return length in milli-second of window(for windowed store).
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*/
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long lengthMs() default 0;
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/**
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* @return the maximum period of time in milli-second to keep each window in this store(for windowed store).
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*/
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long retentionMs() default 0;
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/**
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* @return whether caching should be enabled on the created store.
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*/
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boolean cache() default false;
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/**
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* @return whether logging should be enabled on the created store.
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*/
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boolean logging() default true;
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}
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@@ -0,0 +1,151 @@
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/*
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* Copyright 2018 the original author or authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.springframework.cloud.stream.binder.kafka.streams.properties;
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/**
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* @author Lei Chen
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*/
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public class KafkaStreamsStateStoreProperties {
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public enum StoreType {
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KEYVALUE("keyvalue"),
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WINDOW("window"),
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SESSION("session")
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;
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private final String type;
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/**
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* @param type
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*/
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StoreType(final String type) {
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this.type = type;
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}
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@Override
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public String toString() {
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return type;
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}
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}
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/**
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* name for this state store
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*/
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private String name;
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/**
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* type for this state store
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*/
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private StoreType type;
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/**
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* Size/length of this state store in ms. Only applicable for window store.
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*/
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private long length;
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/**
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* Retention period for this state store in ms.
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*/
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private long retention;
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/**
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* Key serde class specified per state store.
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*/
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private String keySerdeString;
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/**
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* Value serde class specified per state store.
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*/
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private String valueSerdeString;
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/**
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* Whether enable cache in this state store.
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*/
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private boolean cacheEnabled;
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/**
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* Whether enable logging in this state store.
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*/
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private boolean loggingDisabled;
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public String getName() {
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return name;
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}
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public void setName(String name) {
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this.name = name;
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}
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public StoreType getType() {
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return type;
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}
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public void setType(StoreType type) {
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this.type = type;
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}
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public long getLength() {
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return length;
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}
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public void setLength(long length) {
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this.length = length;
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}
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public long getRetention() {
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return retention;
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}
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public void setRetention(long retention) {
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this.retention = retention;
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}
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public String getKeySerdeString() {
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return keySerdeString;
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}
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public void setKeySerdeString(String keySerdeString) {
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this.keySerdeString = keySerdeString;
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}
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public String getValueSerdeString() {
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return valueSerdeString;
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}
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public void setValueSerdeString(String valueSerdeString) {
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this.valueSerdeString = valueSerdeString;
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}
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public boolean isCacheEnabled() {
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return cacheEnabled;
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}
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public void setCacheEnabled(boolean cacheEnabled) {
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this.cacheEnabled = cacheEnabled;
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}
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public boolean isLoggingDisabled() {
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return loggingDisabled;
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}
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public void setLoggingDisabled(boolean loggingDisabled) {
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this.loggingDisabled = loggingDisabled;
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}
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}
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@@ -0,0 +1,152 @@
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/*
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||||
* Copyright 2018 the original author or authors.
|
||||
*
|
||||
* Licensed 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.
|
||||
*/
|
||||
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||||
package org.springframework.cloud.stream.binder.kafka.streams;
|
||||
|
||||
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.kafka.streams.kstream.KStream;
|
||||
import org.apache.kafka.streams.processor.Processor;
|
||||
import org.apache.kafka.streams.processor.ProcessorContext;
|
||||
import org.apache.kafka.streams.state.WindowStore;
|
||||
import org.junit.ClassRule;
|
||||
import org.junit.Test;
|
||||
|
||||
import org.springframework.boot.SpringApplication;
|
||||
import org.springframework.boot.WebApplicationType;
|
||||
import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
|
||||
import org.springframework.cloud.stream.annotation.EnableBinding;
|
||||
import org.springframework.cloud.stream.annotation.Input;
|
||||
import org.springframework.cloud.stream.annotation.StreamListener;
|
||||
import org.springframework.cloud.stream.binder.kafka.streams.annotations.KafkaStreamsStateStore;
|
||||
import org.springframework.cloud.stream.binder.kafka.streams.properties.KafkaStreamsStateStoreProperties;
|
||||
import org.springframework.context.ConfigurableApplicationContext;
|
||||
import org.springframework.kafka.core.DefaultKafkaProducerFactory;
|
||||
import org.springframework.kafka.core.KafkaTemplate;
|
||||
import org.springframework.kafka.test.rule.KafkaEmbedded;
|
||||
import org.springframework.kafka.test.utils.KafkaTestUtils;
|
||||
|
||||
import static org.assertj.core.api.Assertions.assertThat;
|
||||
|
||||
/**
|
||||
* @author Lei Chen
|
||||
* @author Soby Chacko
|
||||
*/
|
||||
public class KafkaStreamsStateStoreIntegrationTests {
|
||||
|
||||
@ClassRule
|
||||
public static KafkaEmbedded embeddedKafka = new KafkaEmbedded(1, true, "counts-id");
|
||||
|
||||
@Test
|
||||
public void testKstreamStateStore() throws Exception {
|
||||
SpringApplication app = new SpringApplication(ProductCountApplication.class);
|
||||
app.setWebApplicationType(WebApplicationType.NONE);
|
||||
ConfigurableApplicationContext context = app.run("--server.port=0",
|
||||
"--spring.jmx.enabled=false",
|
||||
"--spring.cloud.stream.bindings.input.destination=foobar",
|
||||
"--spring.cloud.stream.kafka.streams.binder.configuration.commit.interval.ms=1000",
|
||||
"--spring.cloud.stream.kafka.streams.binder.configuration.default.key.serde=org.apache.kafka.common.serialization.Serdes$StringSerde",
|
||||
"--spring.cloud.stream.kafka.streams.binder.configuration.default.value.serde=org.apache.kafka.common.serialization.Serdes$StringSerde",
|
||||
"--spring.cloud.stream.bindings.input.consumer.headerMode=raw",
|
||||
"--spring.cloud.stream.kafka.streams.binder.brokers=" + embeddedKafka.getBrokersAsString(),
|
||||
"--spring.cloud.stream.kafka.streams.binder.zkNodes=" + embeddedKafka.getZookeeperConnectionString());
|
||||
try {
|
||||
Thread.sleep(2000);
|
||||
receiveAndValidateFoo(context);
|
||||
} catch (Exception e) {
|
||||
throw e;
|
||||
} finally {
|
||||
context.close();
|
||||
}
|
||||
}
|
||||
|
||||
private void receiveAndValidateFoo(ConfigurableApplicationContext context) throws Exception {
|
||||
Map<String, Object> senderProps = KafkaTestUtils.producerProps(embeddedKafka);
|
||||
DefaultKafkaProducerFactory<Integer, String> pf = new DefaultKafkaProducerFactory<>(senderProps);
|
||||
KafkaTemplate<Integer, String> template = new KafkaTemplate<>(pf, true);
|
||||
template.setDefaultTopic("foobar");
|
||||
template.sendDefault("{\"id\":\"123\"}");
|
||||
Thread.sleep(1000);
|
||||
|
||||
//assertions
|
||||
ProductCountApplication productCount = context.getBean(ProductCountApplication.class);
|
||||
WindowStore<Object, String> state = productCount.state;
|
||||
assertThat(state != null).isTrue();
|
||||
assertThat(state.name()).isEqualTo("mystate");
|
||||
assertThat(state.persistent()).isTrue();
|
||||
assertThat(productCount.processed).isTrue();
|
||||
}
|
||||
|
||||
@EnableBinding(KafkaStreamsProcessorX.class)
|
||||
@EnableAutoConfiguration
|
||||
public static class ProductCountApplication {
|
||||
|
||||
WindowStore<Object, String> state;
|
||||
boolean processed;
|
||||
|
||||
@StreamListener("input")
|
||||
@KafkaStreamsStateStore(name = "mystate", type = KafkaStreamsStateStoreProperties.StoreType.WINDOW, lengthMs = 300000)
|
||||
@SuppressWarnings({"deprecation", "unchecked"})
|
||||
public void process(KStream<Object, Product> input) {
|
||||
|
||||
input
|
||||
.process(() -> new Processor<Object, Product>() {
|
||||
|
||||
@Override
|
||||
public void init(ProcessorContext processorContext) {
|
||||
state = (WindowStore) processorContext.getStateStore("mystate");
|
||||
}
|
||||
|
||||
@Override
|
||||
public void process(Object s, Product product) {
|
||||
processed = true;
|
||||
}
|
||||
|
||||
@Override
|
||||
public void punctuate(long l) {
|
||||
|
||||
}
|
||||
|
||||
@Override
|
||||
public void close() {
|
||||
if (state != null) {
|
||||
state.close();
|
||||
}
|
||||
}
|
||||
}, "mystate");
|
||||
}
|
||||
}
|
||||
|
||||
public static class Product {
|
||||
|
||||
Integer id;
|
||||
|
||||
public Integer getId() {
|
||||
return id;
|
||||
}
|
||||
|
||||
public void setId(Integer id) {
|
||||
this.id = id;
|
||||
}
|
||||
}
|
||||
|
||||
interface KafkaStreamsProcessorX {
|
||||
|
||||
@Input("input")
|
||||
KStream<?, ?> input();
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user