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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 static java.util.Collections.emptyList;
import java.util.Collections;
import java.util.function.Predicate;
import lombok.AccessLevel;
import lombok.NonNull;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.apache.kafka.streams.kstream.ValueTransformerWithKey;
import org.apache.kafka.streams.processor.ProcessorContext;
/**
* Wrap a {@code ValueTransformerWithKey} and log thrown exceptions with input key and value.
*
* @param type of input keys
* @param type of input values
* @param type of output values
* @see #logErrors(ValueTransformerWithKey)
* @see #logErrors(ValueTransformerWithKey, Predicate)
*/
@Slf4j
@RequiredArgsConstructor(access = AccessLevel.PRIVATE)
public final class ErrorLoggingValueTransformerWithKey
implements ValueTransformerWithKey> {
private final @NonNull ValueTransformerWithKey super K, ? super V, ? extends VR> wrapped;
private final @NonNull Predicate errorFilter;
/**
* Wrap a {@code ValueTransformerWithKey} and log thrown exceptions with input key and value. Recoverable Kafka
* exceptions such as a schema registry timeout are forwarded and not captured.
*
* @param transformer {@code ValueTransformerWithKey} whose exceptions should be logged
* @param type of input keys
* @param type of input values
* @param type of output values
* @return {@code ValueTransformerWithKey}
* @see #logErrors(ValueTransformerWithKey, Predicate)
* @see ErrorUtil#isRecoverable(Exception)
*/
public static ValueTransformerWithKey> logErrors(
final ValueTransformerWithKey super K, ? super V, ? extends VR> transformer) {
return logErrors(transformer, ErrorUtil::isRecoverable);
}
/**
* Wrap a {@code ValueTransformerWithKey} and log thrown exceptions with input key and value.
* {@code
* final ValueTransformerWithKeySupplier transformer = ...;
* final KStream input = ...;
* final KStream output = input.transformValues(() -> logErrors(transformer.get()));
* }
*
*
* @param transformer {@code ValueTransformerWithKey} whose exceptions should be logged
* @param errorFilter expression that filters errors which should be thrown and not logged
* @param type of input keys
* @param type of input values
* @param type of output values
* @return {@code ValueTransformerWithKey}
*/
public static ValueTransformerWithKey> logErrors(
final ValueTransformerWithKey super K, ? super V, ? extends VR> transformer,
final Predicate errorFilter) {
return new ErrorLoggingValueTransformerWithKey<>(transformer, errorFilter);
}
@Override
public void close() {
this.wrapped.close();
}
@Override
public void init(final ProcessorContext context) {
this.wrapped.init(context);
}
@Override
public Iterable transform(final K key, final V value) {
try {
final VR newValue = this.wrapped.transform(key, value);
// allow null values
return Collections.singletonList(newValue);
} catch (final Exception e) {
if (this.errorFilter.test(e)) {
throw e;
}
log.error("Cannot process ('" + ErrorUtil.toString(key) + "', '" + ErrorUtil.toString(value) + "')", e);
return emptyList();
}
}
}
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