GH-3555: Improve docs for KafkaHeaders.CONVERSION_FAILURES (#3611)

* GH-3555: Improve docs for `KafkaHeaders.CONVERSION_FAILURES`

Fixes: #3555
Issue link: #3555

The batch might be processed in the `@KafkaListener` silently without looking into conversion failures header.
So, that might cause in impression that nothing is wrong with the batch.

* Mention `KafkaHeaders.CONVERSION_FAILURES` in the docs
* Add `warn` for the failed conversion in the `BatchMessagingMessageConverter`
* Some other code optimization clean up in the `BatchMessagingMessageConverter`

* Fix Checkstyle violations

Author: artembilan

spring-kafka-docs/src/main/antora/modules/ROOT/pages/kafka/serdes.adoc

@@ -724,6 +724,24 @@ public void listen(List<Message<Foo>> fooMessages) {
 }
 ----
 
+If record in the batch cannot be converted, its payload is set as `null` into the target `payloads` list.
+The conversion exception is logged as warning for this record and also stored into a `KafkaHeaders.CONVERSION_FAILURES` header as an item of the `List<ConversionException>`.
+The target `@KafkaListener` method may perform Java `Stream` API to filter out those `null` values from the payload list or do something with the conversion exceptions header:
+
+[source, java]
+----
+@KafkaListener(id = "foo", topics = "foo", autoStartup = "false")
+public void listen(List<Foo> list,
+         @Header(KafkaHeaders.CONVERSION_FAILURES) List<ConversionException> conversionFailures) {
+
+    for (int i = 0; i < list.size(); i++) {
+        if (conversionFailures.get(i) != null) {
+            throw new BatchListenerFailedException("Conversion Failed", conversionFailures.get(i), i);
+        }
+    }
+}
+----
+
 [[conversionservice-customization]]
 == `ConversionService` Customization
 

spring-kafka/src/main/java/org/springframework/kafka/support/converter/BatchMessagingMessageConverter.java

@@ -24,14 +24,15 @@
 import java.util.List;
 import java.util.Map;
 
-import org.apache.commons.logging.LogFactory;
 import org.apache.kafka.clients.consumer.Consumer;
 import org.apache.kafka.clients.consumer.ConsumerRecord;
 import org.apache.kafka.clients.producer.ProducerRecord;
 import org.apache.kafka.common.header.Headers;
+import org.apache.kafka.common.record.TimestampType;
 import org.apache.kafka.common.utils.Bytes;
 
 import org.springframework.core.log.LogAccessor;
+import org.springframework.core.log.LogMessage;
 import org.springframework.kafka.support.Acknowledgment;
 import org.springframework.kafka.support.DefaultKafkaHeaderMapper;
 import org.springframework.kafka.support.JacksonPresent;
@@ -54,7 +55,7 @@
  * <p>
  * If a {@link RecordMessageConverter} is provided, and the batch type is a {@link ParameterizedType}
  * with a single generic type parameter, each record will be passed to the converter, thus supporting
- * a method signature {@code List<Foo> foos}.
+ * a method signature {@code List<MyType> myObjects}.
  *
  * @author Marius Bogoevici
  * @author Gary Russell
@@ -63,11 +64,13 @@
  * @author Sanghyeok An
  * @author Hope Kim
  * @author Borahm Lee
+ * @author Artem Bilan
+ *
  * @since 1.1
  */
 public class BatchMessagingMessageConverter implements BatchMessageConverter {
 
-	protected final LogAccessor logger = new LogAccessor(LogFactory.getLog(getClass())); // NOSONAR
+	protected final LogAccessor logger = new LogAccessor(getClass()); // NOSONAR
 
 	@Nullable
 	private final RecordMessageConverter recordConverter;
@@ -102,7 +105,7 @@ public BatchMessagingMessageConverter(@Nullable RecordMessageConverter recordCon
 
 	/**
 	 * Generate {@link Message} {@code ids} for produced messages. If set to {@code false},
-	 * will try to use a default value. By default set to {@code false}.
+	 * will try to use a default value. By default, set to {@code false}.
 	 * @param generateMessageId true if a message id should be generated
 	 */
 	public void setGenerateMessageId(boolean generateMessageId) {
@@ -111,7 +114,7 @@ public void setGenerateMessageId(boolean generateMessageId) {
 
 	/**
 	 * Generate {@code timestamp} for produced messages. If set to {@code false}, -1 is
-	 * used instead. By default set to {@code false}.
+	 * used instead. By default, set to {@code false}.
 	 * @param generateTimestamp true if a timestamp should be generated
 	 */
 	public void setGenerateTimestamp(boolean generateTimestamp) {
@@ -147,8 +150,8 @@ public void setRawRecordHeader(boolean rawRecordHeader) {
 	public Message<?> toMessage(List<ConsumerRecord<?, ?>> records, @Nullable Acknowledgment acknowledgment,
 			Consumer<?, ?> consumer, Type type) {
 
-		KafkaMessageHeaders kafkaMessageHeaders = new KafkaMessageHeaders(this.generateMessageId,
-				this.generateTimestamp);
+		KafkaMessageHeaders kafkaMessageHeaders =
+				new KafkaMessageHeaders(this.generateMessageId, this.generateTimestamp);
 
 		Map<String, Object> rawHeaders = kafkaMessageHeaders.getRawHeaders();
 		List<Object> payloads = new ArrayList<>();
@@ -169,16 +172,18 @@ public Message<?> toMessage(List<ConsumerRecord<?, ?>> records, @Nullable Acknow
 
 		String listenerInfo = null;
 		for (ConsumerRecord<?, ?> record : records) {
-			addRecordInfo(record, type, payloads, keys, topics, partitions, offsets, timestampTypes, timestamps, conversionFailures);
-			if (this.headerMapper != null && record.headers() != null) {
-				Map<String, Object> converted = convertHeaders(record.headers(), convertedHeaders);
+			addRecordInfo(record, type, payloads, keys, topics, partitions, offsets, timestampTypes, timestamps,
+					conversionFailures);
+			Headers recordHeaders = record.headers();
+			if (this.headerMapper != null && recordHeaders != null) {
+				Map<String, Object> converted = convertHeaders(recordHeaders, convertedHeaders);
 				Object obj = converted.get(KafkaHeaders.LISTENER_INFO);
-				if (obj instanceof String) {
-					listenerInfo = (String) obj;
+				if (obj instanceof String info) {
+					listenerInfo = info;
 				}
 			}
 			else {
-				natives.add(record.headers());
+				natives.add(recordHeaders);
 			}
 			if (this.rawRecordHeader) {
 				raws.add(record);
@@ -198,6 +203,7 @@ public Message<?> toMessage(List<ConsumerRecord<?, ?>> records, @Nullable Acknow
 
 	private void addToRawHeaders(Map<String, Object> rawHeaders, List<Map<String, Object>> convertedHeaders,
 			List<Headers> natives, List<ConsumerRecord<?, ?>> raws, List<ConversionException> conversionFailures) {
+
 		if (this.headerMapper != null) {
 			rawHeaders.put(KafkaHeaders.BATCH_CONVERTED_HEADERS, convertedHeaders);
 		}
@@ -211,16 +217,18 @@ private void addToRawHeaders(Map<String, Object> rawHeaders, List<Map<String, Ob
 	}
 
 	private void addRecordInfo(ConsumerRecord<?, ?> record, Type type, List<Object> payloads, List<Object> keys,
-		List<String> topics, List<Integer> partitions, List<Long> offsets, List<String> timestampTypes,
-		List<Long> timestamps, List<ConversionException> conversionFailures) {
+			List<String> topics, List<Integer> partitions, List<Long> offsets, List<String> timestampTypes,
+			List<Long> timestamps, List<ConversionException> conversionFailures) {
+
 		payloads.add(obtainPayload(type, record, conversionFailures));
 		keys.add(record.key());
 		topics.add(record.topic());
 		partitions.add(record.partition());
 		offsets.add(record.offset());
 		timestamps.add(record.timestamp());
-		if (record.timestampType() != null) {
-			timestampTypes.add(record.timestampType().name());
+		TimestampType timestampType = record.timestampType();
+		if (timestampType != null) {
+			timestampTypes.add(timestampType.name());
 		}
 	}
 
@@ -264,24 +272,29 @@ protected Object extractAndConvertValue(ConsumerRecord<?, ?> record, Type type)
 	protected Object convert(ConsumerRecord<?, ?> record, Type type, List<ConversionException> conversionFailures) {
 		try {
 			Object payload = this.recordConverter
-				.toMessage(record, null, null, ((ParameterizedType) type).getActualTypeArguments()[0]).getPayload();
+					.toMessage(record, null, null, ((ParameterizedType) type).getActualTypeArguments()[0]).getPayload();
 			conversionFailures.add(null);
 			return payload;
 		}
 		catch (ConversionException ex) {
 			byte[] original = null;
-			if (record.value() instanceof byte[]) {
-				original = (byte[]) record.value();
+			if (record.value() instanceof byte[] bytes) {
+				original = bytes;
 			}
-			else if (record.value() instanceof Bytes) {
-				original = ((Bytes) record.value()).get();
+			else if (record.value() instanceof Bytes bytes) {
+				original = bytes.get();
 			}
-			else if (record.value() instanceof String) {
-				original = ((String) record.value()).getBytes(StandardCharsets.UTF_8);
+			else if (record.value() instanceof String string) {
+				original = string.getBytes(StandardCharsets.UTF_8);
 			}
 			if (original != null) {
 				SerializationUtils.deserializationException(record.headers(), original, ex, false);
 				conversionFailures.add(ex);
+				this.logger.warn(ex,
+						LogMessage.format("Could not convert message for topic=%s, partition=%d, offset=%d",
+								record.topic(),
+								record.partition(),
+								record.offset()));
 				return null;
 			}
 			throw new ConversionException("The batch converter can only report conversion failures to the listener "
@@ -296,8 +309,8 @@ else if (record.value() instanceof String) {
 	 * @return true if the conditions are met.
 	 */
 	private boolean containerType(Type type) {
-		return type instanceof ParameterizedType
-				&& ((ParameterizedType) type).getActualTypeArguments().length == 1;
+		return type instanceof ParameterizedType parameterizedType
+				&& parameterizedType.getActualTypeArguments().length == 1;
 	}
 
 }