I am using Flink v1.4.0
and I have set up two distinct jobs. The first is a pipeline that consumes data from a Kafka Topic and stores them into a Queryable State (QS). Data are keyed by date. The second submits a query to the QS job and processes the returned data.
Both jobs were working fine with Flink v.1.3.2
. But with the new update, everything has broken. Here is part of the code for the first job:
private void runPipeline() throws Exception {
StreamExecutionEnvironment env = configurationEnvironment();
QueryableStateStream<String, DataBucket> dataByDate = env.addSource(sourceDataFromKafka())
.map(NewDataClass::new)
.keyBy(data.date)
.asQueryableState("QSName", reduceIntoSingleDataBucket());
}
and here is the code on client side:
QueryableStateClient client = new QueryableStateClient("localhost", 6123);
// the state descriptor of the state to be fetched.
ValueStateDescriptor<DataBucket> descriptor = new ValueStateDescriptor<>(
"QSName",
TypeInformation.of(new TypeHint<DataBucket>() {}));
jobId = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx";
String key = "2017-01-06";
CompletableFuture<ValueState<DataBucket> resultFuture = client.getKvState(
jobId,
"QSName",
key,
BasicTypeInfo.STRING_TYPE_INFO,
descriptor);
try {
ValueState<DataBucket> valueState = resultFuture.get();
DataBucket bucket = valueState.value();
System.out.println(bucket.getLabel());
} catch (IOException | InterruptionException | ExecutionException e) {
throw new RunTimeException("Unable to query bucket key: " + key , e);
}
I have followed the instructions as per the following link: https://ci.apache.org/projects/flink/flink-docs-release-1.4/dev/stream/state/queryable_state.html
making sure to enable the queryable state on my Flink cluster by including the flink-queryable-state-runtime_2.11-1.4.0.jar
from the opt/
folder of your Flink distribution to the lib/
folder and checked it runs in the task manager.
I keep getting the following error:
Exception in thread "main" java.lang.NullPointerException
at org.apache.flink.api.java.typeutils.GenericTypeInfo.createSerializer(GenericTypeInfo.java:84)
at org.apache.flink.api.common.state.StateDescriptor.initializeSerializerUnlessSet(StateDescriptor.java:253)
at org.apache.flink.queryablestate.client.QueryableStateClient.getKvState(QueryableStateClient.java:210)
at org.apache.flink.queryablestate.client.QueryableStateClient.getKvState(QueryableStateClient.java:174)
at com.company.dept.query.QuerySubmitter.main(QuerySubmitter.java:37)
Any idea of what is happening? I think that my requests don't reach the QS at all ... Really don't know if and how I should change anything. Thanks.