com.bakdata.kafka.ErrorCapturingTransformer Maven / Gradle / Ivy
/*
* 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.Transformer;
import org.apache.kafka.streams.processor.ProcessorContext;
import org.apache.kafka.streams.processor.To;
/**
* Wrap a {@code Transformer} 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(Transformer)
* @see #captureErrors(Transformer, Predicate)
*/
@RequiredArgsConstructor(access = AccessLevel.PRIVATE)
public final class ErrorCapturingTransformer
implements Transformer>> {
private final @NonNull Transformer super K, ? super V, ? extends KeyValue> wrapped;
private final @NonNull Predicate errorFilter;
/**
* Wrap a {@code Transformer} and capture thrown exceptions. Recoverable Kafka exceptions such as a schema registry
* timeout are forwarded and not captured.
*
* @param transformer {@code Transformer} 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 Transformer}
* @see #captureErrors(Transformer, Predicate)
* @see ErrorUtil#isRecoverable(Exception)
*/
public static Transformer>> captureErrors(
final Transformer super K, ? super V, ? extends KeyValue> transformer) {
return captureErrors(transformer, ErrorUtil::isRecoverable);
}
/**
* Wrap a {@code Transformer} and capture thrown exceptions.
* {@code
* final TransformerSupplier> transformer = ...;
* final KStream input = ...;
* final KStream> processed = input.transform(() -> captureErrors(transformer.get()));
* final KStream output = processed.flatMapValues(ProcessedKeyValue::getValues);
* final KStream> errors = input.flatMap(ProcessedKeyValue::getErrors);
* }
*
*
* @param transformer {@code Transformer} 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 Transformer}
*/
public static Transformer>> captureErrors(
final Transformer super K, ? super V, ? extends KeyValue> transformer,
final Predicate errorFilter) {
return new ErrorCapturingTransformer<>(transformer, errorFilter);
}
@Override
public void close() {
this.wrapped.close();
}
@Override
public void init(final ProcessorContext context) {
this.wrapped.init(new ErrorCapturingProcessorContext(context));
}
@Override
public KeyValue> transform(final K key, final V value) {
try {
final KeyValue newKeyValue = this.wrapped.transform(key, value);
if (newKeyValue == null) {
return null;
}
final ProcessedKeyValue recordWithOldKey = SuccessKeyValue.of(newKeyValue.value);
return KeyValue.pair(newKeyValue.key, recordWithOldKey);
} catch (final Exception e) {
if (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);
}
}
private static final class ErrorCapturingProcessorContext extends DecoratorProcessorContext {
private ErrorCapturingProcessorContext(final @NonNull ProcessorContext wrapped) {
super(wrapped);
}
private static ProcessedKeyValue getValue(final VR value) {
return SuccessKeyValue.of(value);
}
@Override
public void forward(final K key, final V value, final To to) {
final ProcessedKeyValue
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