I have a Kafka Topic wit JSON data. Now im trying to send those JSON strings to an ES topic using the new "Java API Client" (https://www.elastic.co/guide/en/elasticsearch/client/java-api-client/7.17/index.html), but im running into a parser exception:
co.elastic.clients.elasticsearch._types.ElasticsearchException: [es/index] failed: [mapper_parsing_exception] failed to parse
at co.elastic.clients.transport.rest_client.RestClientTransport.getHighLevelResponse(RestClientTransport.java:281)
at co.elastic.clients.transport.rest_client.RestClientTransport.performRequest(RestClientTransport.java:147)
at co.elastic.clients.elasticsearch.ElasticsearchClient.index(ElasticsearchClient.java:953)
This exception occurs in the last line of the following code:
final IndexRequest<String> request =
new IndexRequest.Builder<String>()
.index("myIndex")
.id(String.valueOf(UUID.randomUUID()))
.document(consumerRecord.value()) //already serialized json data
.build();
elasticsearchClient.index(request);
As far as I understand this exception occurs, because the ES client tries to serialize the data im providing, which is already serialized, resulting in a malformed JSON string.
Is there anyway to get around this and just send simple JSON strings? Also I believe this was possible with the earlier "Low Level Java Library", right? And yes, I know there are ways to allow communication between Kafka and ES without writing a Consumer.
Thanks for any hints.
If you use a JacksonJsonpMapper
when creating your ElasticsearchTransport
, you can use a custom PreserializedJson
class to send already-serialized JSON.
ElasticsearchTransport transport = new RestClientTransport(
createLowLevelRestClient(), // supply your own!
new JacksonJsonpMapper()
);
ElasticsearchClient client = new ElasticsearchClient(transport);
IndexResponse response = client.index(indexReq -> indexReq
.index("my-index")
.id("docId")
.document(new PreserializedJson("{\"foo\":\"bar\"}"))
);
System.out.println(response);
Here is the source for PreserializedJson
:
import com.fasterxml.jackson.core.JsonGenerator;
import com.fasterxml.jackson.databind.SerializerProvider;
import com.fasterxml.jackson.databind.annotation.JsonSerialize;
import com.fasterxml.jackson.databind.ser.std.StdSerializer;
import java.io.IOException;
import java.nio.charset.StandardCharsets;
import static java.util.Objects.requireNonNull;
@JsonSerialize(using = PreserializedJson.Serializer.class)
public class PreserializedJson {
private final String value;
public PreserializedJson(String value) {
this.value = requireNonNull(value);
}
public PreserializedJson(byte[] value) {
this(new String(value, StandardCharsets.UTF_8));
}
public static class Serializer extends StdSerializer<PreserializedJson> {
public Serializer() {
super(PreserializedJson.class);
}
@Override
public void serialize(PreserializedJson value, JsonGenerator gen, SerializerProvider provider) throws IOException {
gen.writeRaw(value.value);
}
}
}