Hi,
I run simple streaming job where I compute hourly impressions for campaigns:
.keyBy(imp => imp.campaign_id)
.window(TumblingEventTimeWindows.of(...))
.aggregate(new BudgetSpendingByImpsAggregateFunction(), new
BudgetSpendingByImpsWindowFunction())
Where aggregate function just sums impressions:
class BudgetSpendingByImpsAggregateFunction extends
AggregateFunction[ImpressionEvent, BudgetSpending, BudgetSpending]{
override def add(value: ImpressionEvent, accumulator: BudgetSpending):
BudgetSpending = {
accumulator + value
}
...
}
BudgetSpending is just simple scala case class accumulator
case class BudgetSpending(var impressions: Int = 0){
def +(imp: ImpressionEvent): BudgetSpending =_
}
I am trying to add a new counter to BudgetSpending accumulator class:
@SerialVersionUID(-7854299638715463891L)
case class BudgetSpending(var impressions: Int = 0, var spent: Double = 0)
But when I run the job with savepoint from previous version I get error:
java.lang.Exception: Exception while creating StreamOperatorStateContext.
at
org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.streamOperatorStateContext(StreamTaskStateInitializerImpl.java:191)
at
org.apache.flink.streaming.api.operators.AbstractStreamOperator.initializeState(AbstractStreamOperator.java:227)
at
org.apache.flink.streaming.runtime.tasks.StreamTask.initializeState(StreamTask.java:730)
at
org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:295)
at org.apache.flink.runtime.taskmanager.Task.run(Task.java:703)
at java.lang.Thread.run(Thread.java:745)
Caused by: org.apache.flink.util.FlinkException: Could not restore keyed
state backend for WindowOperator_74af6afa20f38ce575bfc2d1386aa434_(1/2) from
any of the 1 provided restore options.
at
org.apache.flink.streaming.api.operators.BackendRestorerProcedure.createAndRestore(BackendRestorerProcedure.java:137)
at
org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.keyedStatedBackend(StreamTaskStateInitializerImpl.java:276)
at
org.apache.flink.streaming.api.operators.StreamTaskStateInitializerImpl.streamOperatorStateContext(StreamTaskStateInitializerImpl.java:132)
... 5 more
Caused by: java.lang.ArrayIndexOutOfBoundsException: 2
at
ga.p2502.streams.flink.budget.spending.HourlyBudgetSpendingJob$$anon$18$$anon$8.createInstance(HourlyBudgetSpendingJob.scala:60)
at
ga.p2502.streams.flink.budget.spending.HourlyBudgetSpendingJob$$anon$18$$anon$8.createInstance(HourlyBudgetSpendingJob.scala:60)
at
org.apache.flink.api.scala.typeutils.CaseClassSerializer.deserialize(CaseClassSerializer.scala:133)
at
org.apache.flink.api.scala.typeutils.CaseClassSerializer.deserialize(CaseClassSerializer.scala:32)
at
org.apache.flink.runtime.state.heap.StateTableByKeyGroupReaders$StateTableByKeyGroupReaderV2V3.readMappingsInKeyGroup(StateTableByKeyGroupReaders.java:133)
at
org.apache.flink.runtime.state.heap.HeapKeyedStateBackend.restorePartitionedState(HeapKeyedStateBackend.java:430)
at
org.apache.flink.runtime.state.heap.HeapKeyedStateBackend.restore(HeapKeyedStateBackend.java:315)
at
org.apache.flink.runtime.state.heap.HeapKeyedStateBackend.restore(HeapKeyedStateBackend.java:95)
at
org.apache.flink.streaming.api.operators.BackendRestorerProcedure.attemptCreateAndRestore(BackendRestorerProcedure.java:151)
at
org.apache.flink.streaming.api.operators.BackendRestorerProcedure.createAndRestore(BackendRestorerProcedure.java:123)
... 7 more
How I can solve this problem? Thanks a lot.
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