线程“main"中的异常org.apache.kafka.streams.errors.InvalidStateStoreException:

问题描述

我正在尝试访问我在同一个 java 程序中创建的 inMemoryStore.但是返回一个异常作为线程main"中的异常 org.apache.kafka.streams.errors.InvalidStateStoreException:状态存储 storeName 可能已迁移到另一个实例."

当我使用persistentKeyValueStore 时它工作正常并且能够创建存储并返回值.

包com.bakdata.streams_store.demo；导入 java.util.Collection;导入 java.util.Properties;导入 org.apache.kafka.common.serialization.Serdes；导入 org.apache.kafka.streams.KafkaStreams；导入 org.apache.kafka.streams.StreamsBuilder;导入 org.apache.kafka.streams.StreamsConfig；导入 org.apache.kafka.streams.kstream.KStream;导入 org.apache.kafka.streams.state.KeyValueBytesStoreSupplier；导入 org.apache.kafka.streams.state.KeyValueStore;导入 org.apache.kafka.streams.state.QueryableStoreTypes；导入 org.apache.kafka.streams.state.ReadOnlyKeyValueStore;导入 org.apache.kafka.streams.state.StoreBuilder;导入 org.apache.kafka.stre7ams.state.Stores；导入 org.apache.kafka.streams.state.StreamsMetadata；公共类 InMemoryStore {public static void main(String[] args) 抛出异常 {Properties props = new Properties();props.put(StreamsConfig.APPLICATION_ID_CONFIG, "stream-id-0001");props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092");props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass());props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass());String storeName = "样品";KeyValueBytesStoreSupplier stateStore = Stores.inMemoryKeyValueStore(storeName);StoreBuilder>storeBuilder = Stores.keyValueStoreBuilder(stateStore, Serdes.String(), Serdes.String());StreamsBuilder builder = new StreamsBuilder();builder.addStateStore(storeBuilder);KStreaminputStream = builder.stream("material_test1");KafkaStreams 流 = new KafkaStreams(builder.build(), props);尝试 {流开始()；线程睡眠(30000)；} catch(最终的Throwable e){System.exit(1);}final ReadOnlyKeyValueStorekeyValueStore = stream.store(storeName, QueryableStoreTypes.keyValueStore());KeyValueIteratorrange = keyValueStore.all();而 (range.hasNext()) {KeyValue下一个 = range.next();System.out.println("key:" + next.key + ", value:" + next.value);}}}

线程main"中的异常org.apache.kafka.streams.errors.InvalidStateStoreException:状态store、sample 可能已迁移到另一个实例.在org.apache.kafka.streams.state.internals.QueryableStoreProvider.getStore(QueryableStoreProvider.java:62)在org.apache.kafka.streams.KafkaStreams.store(KafkaStreams.java:1067)在com.bakdata.streams_store.demo.InMemoryStore.main(InMemoryStore.java:59)

我希望打印 ReadOnlyStoreQuery 中的值.

解决方案

您不能在流上使用 StateStore，因为单个键可能有多个值.您需要先将其转换为 KTable (streams.table(...)) 或 GlobalKtable (streams.globalTable(...)).

Kotlin 示例:

val businessObjects = streamsBuilder.globalTable("topic", eventStore("store-name"))

其中 eventStore 是:

fun eventStore(name: String) = Materialized.`as`(Stores.inMemoryKeyValueStore(name)).withKeySerde(Serdes.String()).withValueSerde(Serdes.String())

在您开始直播后:

var store: ReadOnlyKeyValueStore=streams.store("store-name", keyValueStore())

注意:还有一个接口 KafkaStreams.StateListener 用于当流准备好时

 覆盖 fun onChange(newState: KafkaStreams.State?, oldState: KafkaStreams.State?) =Option.fromNullable(newState).filter { 重新平衡 == oldState &&正在运行 == }.map { store = streams.store("store-name", keyValueStore()) }.getOrElse { log.info("正在等待 Kafka 处于 REBALANCING -> RUNNING，但它是 $oldState -> $newState") }

或者，您也可以使用

将流转换为 KTable

stream.groupByKey().reduce(...)

如此处所述.

I am trying to access the inMemoryStore that I am creating with in the same java program. But returning a exception as "Exception in thread "main" org.apache.kafka.streams.errors.InvalidStateStoreException: The state store, storeName, may have migrated to another instance."

When I am using the persistentKeyValueStore it is working fine and able to create the store and return the values.

package com.bakdata.streams_store.demo;

import java.util.Collection;
import java.util.Properties;

import org.apache.kafka.common.serialization.Serdes;
import org.apache.kafka.streams.KafkaStreams;
import org.apache.kafka.streams.StreamsBuilder;
import org.apache.kafka.streams.StreamsConfig;
import org.apache.kafka.streams.kstream.KStream;
import org.apache.kafka.streams.state.KeyValueBytesStoreSupplier;
import org.apache.kafka.streams.state.KeyValueStore;
import org.apache.kafka.streams.state.QueryableStoreTypes;
import org.apache.kafka.streams.state.ReadOnlyKeyValueStore;
import org.apache.kafka.streams.state.StoreBuilder;
import org.apache.kafka.stre7ams.state.Stores;
import org.apache.kafka.streams.state.StreamsMetadata;

public class InMemoryStore {

public static void main(String[] args) throws Exception {
    Properties props = new Properties();
    props.put(StreamsConfig.APPLICATION_ID_CONFIG, "stream-id-0001");
    props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "localhost:9092");
    props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass());
    props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass());

    String storeName = "sample";
    KeyValueBytesStoreSupplier stateStore = Stores.inMemoryKeyValueStore(storeName);
    StoreBuilder<KeyValueStore<String, String>> storeBuilder = Stores.keyValueStoreBuilder(stateStore, Serdes.String(), Serdes.String());

    StreamsBuilder builder = new StreamsBuilder();
    builder.addStateStore(storeBuilder);
    KStream<String, String> inputStream = builder.stream("material_test1");
    KafkaStreams streams = new KafkaStreams(builder.build(), props);

    try {
        streams.start();
        Thread.sleep(30000);
    } catch (final Throwable e) {
        System.exit(1);
    }
    final ReadOnlyKeyValueStore<String, String> keyValueStore = streams.store(storeName, QueryableStoreTypes.keyValueStore());
    KeyValueIterator<String, String> range = keyValueStore.all();
    while (range.hasNext()) {
        KeyValue<String, String> next = range.next();
        System.out.println("Key: " + next.key + ", value: " + next.value);
    }
}
}

I am expecting to print the values from the ReadOnlyStoreQuery.

解决方案

You cannot have a StateStore on a stream as there could be multiple values for a single key. You need to turn it into a KTable (streams.table(...)) or GlobalKtable (streams.globalTable(...)) first.

Kotlin example:

val businessObjects = streamsBuilder.globalTable("topic", eventStore("store-name"))

where eventStore is:

fun eventStore(name: String) = Materialized.`as`<String, String>(Stores.inMemoryKeyValueStore(name))
    .withKeySerde(Serdes.String())
    .withValueSerde(Serdes.String())

after you started the streams:

var store: ReadOnlyKeyValueStore<String, String> = streams.store("store-name", keyValueStore<String, String>())

Note: There is also an interface KafkaStreams.StateListener for when the streams are ready

 override fun onChange(newState: KafkaStreams.State?, oldState: KafkaStreams.State?) =
    Option.fromNullable(newState)
        .filter { REBALANCING == oldState && RUNNING == it }
        .map { store = streams.store("store-name", keyValueStore<String, String>()) }
        .getOrElse { log.info("Waiting for Kafka being in REBALANCING -> RUNNING, but it is $oldState -> $newState") }

Alternatively you also could turn your stream into a KTable with

stream.groupByKey().reduce(...)

like described here.

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