我正在尝试对flink中的keyedstream执行Map操作:
stream.map(new JsonToMessageObjectMapper())
.keyBy("keyfield")
.map(new MessageProcessorStateful())
jsontoobjectmapper操作符的输出是messageobject类的pojo,它有一个字符串字段“keyfield”。然后在该字段上键入流。
messageprocessorstateful是一个richmapfunction,如下所示:
public class MessageAdProcessorStateful extends RichMapFunction<MessageObject, Tuple2<String, String>> {
private transient MapState<String, Tuple2<Tuple3<String, String, String>, Tuple2<Double, Long>>> state;
...
@Override
public void open(Configuration config) throws Exception {
MapStateDescriptor<String, Tuple2<Tuple3<String, String, String>, Tuple2<Double, Long>>> descriptor =
new MapStateDescriptor<>(
"state", // the state name
TypeInformation.of(new TypeHint<String>() {}),
TypeInformation.of(new TypeHint<Tuple2<Tuple3<String, String, String>, Tuple2<Double, Long>>>() {}) ); // type information
state = getRuntimeContext().getMapState(descriptor);
state.put(...); // Insert a key, value here. Exception here!
}
}
代码引发nullpointer异常:
Caused by: java.lang.NullPointerException: No key set. This method should not be called outside of a keyed context.
at org.apache.flink.util.Preconditions.checkNotNull(Preconditions.java:75)
at org.apache.flink.runtime.state.heap.CopyOnWriteStateTable.checkKeyNamespacePreconditions(CopyOnWriteStateTable.java:528)
at org.apache.flink.runtime.state.heap.CopyOnWriteStateTable.computeHashForOperationAndDoIncrementalRehash(CopyOnWriteStateTable.java:722)
at org.apache.flink.runtime.state.heap.CopyOnWriteStateTable.get(CopyOnWriteStateTable.java:265)
at org.apache.flink.runtime.state.heap.CopyOnWriteStateTable.get(CopyOnWriteStateTable.java:306)
at org.apache.flink.runtime.state.heap.HeapMapState.put(HeapMapState.java:75)
at org.apache.flink.runtime.state.UserFacingMapState.put(UserFacingMapState.java:52)
at org.myorg.quickstart.MessageStreamProcessor$MessageAdProcessorStateful.open(MessageStreamProcessor.java:226)
at org.apache.flink.api.common.functions.util.FunctionUtils.openFunction(FunctionUtils.java:36)
at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.open(AbstractUdfStreamOperator.java:102)
at org.apache.flink.streaming.runtime.tasks.StreamTask.openAllOperators(StreamTask.java:393)
at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:254)
at org.apache.flink.runtime.taskmanager.Task.run(Task.java:718)
at java.lang.Thread.run(Thread.java:748)
似乎keyedstream之一的keyedstate中的键为null,尽管我已经验证了“keyfield”始终是有效的字符串。根据flink文档,rest似乎是正确的。你知道怎么回事吗?
1条答案
按热度按时间pgx2nnw81#
问题是您试图访问
open()
方法。keyed state为每个键维护一个状态示例。在您的示例中,您正在使用
MapState
. 所以你有一个MapState
每个键的示例。在访问状态时,您将始终获得与当前处理的记录的键对应的状态示例。在一个MapFunction
(如您的示例中所示)这将是传递给map()
方法。自
open()
不是用记录调用的,当前键在open()
是null
并且不可能访问键控状态。