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A library for error handling in Kafka Streams.
/*
* MIT License
*
* Copyright (c) 2020 bakdata
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
package com.bakdata.kafka;
import java.util.function.Predicate;
import lombok.AccessLevel;
import lombok.NonNull;
import lombok.RequiredArgsConstructor;
import org.apache.kafka.streams.KeyValue;
import org.apache.kafka.streams.kstream.KeyValueMapper;
/**
* Wrap a {@code KeyValueMapper} and capture thrown exceptions.
*
* @param type of input keys
* @param type of input values
* @param type of output keys
* @param type of output values
* @see #captureErrors(KeyValueMapper)
* @see #captureErrors(KeyValueMapper, Predicate)
*/
@RequiredArgsConstructor(access = AccessLevel.PRIVATE)
public final class ErrorCapturingKeyValueMapper
implements KeyValueMapper>> {
private final @NonNull KeyValueMapper super K, ? super V, ? extends KeyValue> wrapped;
private final @NonNull Predicate errorFilter;
/**
* Wrap a {@code KeyValueMapper} and capture thrown exceptions. Recoverable Kafka exceptions such as a schema
* registry timeout are forwarded and not captured.
*
* @param mapper {@code KeyValueMapper} whose exceptions should be captured
* @param type of input keys
* @param type of input values
* @param type of output keys
* @param type of output values
* @return {@code KeyValueMapper}
* @see #captureErrors
* @see ErrorUtil#isRecoverable(Exception)
*/
public static KeyValueMapper>> captureErrors(
final KeyValueMapper super K, ? super V, ? extends KeyValue> mapper) {
return captureErrors(mapper, ErrorUtil::isRecoverable);
}
/**
* Wrap a {@code KeyValueMapper} and capture thrown exceptions.
* {@code
* final KeyValueMapper> mapper = ...;
* final KStream input = ...;
* final KStream> processed = input.map(captureErrors(mapper));
* final KStream output = processed.flatMapValues(ProcessedKeyValue::getValues);
* final KStream> errors = input.flatMap(ProcessedKeyValue::getErrors);
* }
*
*
* @param mapper {@code KeyValueMapper} whose exceptions should be captured
* @param errorFilter expression that filters errors which should be thrown and not captured
* @param type of input keys
* @param type of input values
* @param type of output keys
* @param type of output values
* @return {@code KeyValueMapper}
*/
public static KeyValueMapper>> captureErrors(
final KeyValueMapper super K, ? super V, ? extends KeyValue> mapper,
final Predicate errorFilter) {
return new ErrorCapturingKeyValueMapper<>(mapper, errorFilter);
}
@Override
public KeyValue> apply(final K key, final V value) {
try {
final KeyValue newKeyValue = this.wrapped.apply(key, value);
final ProcessedKeyValue recordWithOldKey = SuccessKeyValue.of(newKeyValue.value);
return KeyValue.pair(newKeyValue.key, recordWithOldKey);
} catch (final Exception e) {
if (this.errorFilter.test(e)) {
throw e;
}
final ProcessedKeyValue errorWithOldKey = ErrorKeyValue.of(key, value, e);
// new key is only relevant if no error occurs
return KeyValue.pair(null, errorWithOldKey);
}
}
}
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