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Create a Flink savepoint by bootstrapping its state
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package com.ververica.flinktraining.examples.datastream_java.state; | |
import org.apache.flink.api.common.state.ValueState; | |
import org.apache.flink.api.common.state.ValueStateDescriptor; | |
import org.apache.flink.api.common.typeinfo.Types; | |
import org.apache.flink.api.java.ExecutionEnvironment; | |
import org.apache.flink.configuration.Configuration; | |
import org.apache.flink.runtime.state.filesystem.FsStateBackend; | |
import org.apache.flink.state.api.BootstrapTransformation; | |
import org.apache.flink.state.api.OperatorTransformation; | |
import org.apache.flink.state.api.Savepoint; | |
import org.apache.flink.state.api.functions.KeyedStateBootstrapFunction; | |
public class Bootstrap { | |
public static void main (String[] args) throws Exception { | |
ExecutionEnvironment bEnv = ExecutionEnvironment.getExecutionEnvironment(); | |
BootstrapTransformation<Integer> transform = | |
OperatorTransformation.bootstrapWith(bEnv.fromElements(1, 2, 3)) | |
.keyBy(String::valueOf) | |
.transform(new SimplestTransform()); | |
Savepoint | |
.create(new FsStateBackend("file:///tmp/checkpoints"), 256) | |
.withOperator("my-operator-uid", transform) | |
.write("file:///tmp/savepoints/"); | |
bEnv.execute(); | |
} | |
static public class SimplestTransform extends KeyedStateBootstrapFunction<String, Integer> { | |
ValueState<Integer> state; | |
@Override | |
public void open(Configuration parameters) { | |
ValueStateDescriptor<Integer> descriptor = new | |
ValueStateDescriptor<>("total", Types.INT); | |
state = getRuntimeContext().getState(descriptor); | |
} | |
@Override | |
public void processElement(Integer value, Context ctx) throws Exception { | |
state.update(value); | |
} | |
} | |
} |
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