简单说明: 比如window大小为20秒,在进入window的时候 有一个valueState在统计数据数量,数量大于等于2的时候直接触发这个窗口,如果在20秒事件窗口内只有一条数据进入 那么正常等window事件到了 就会触发这一条数据了 。
package appOperator;
import com.alibaba.fastjson.JSONObject;
import org.apache.flink.api.common.state.ValueState;
import org.apache.flink.api.common.state.ValueStateDescriptor;
import org.apache.flink.streaming.api.windowing.triggers.Trigger;
import org.apache.flink.streaming.api.windowing.triggers.TriggerResult;
import org.apache.flink.streaming.api.windowing.windows.TimeWindow;
public class MyTrigger extends Trigger<JSONObject, TimeWindow> {
private static final long serialVersionUID = 1L;
ValueStateDescriptor<Integer> stateDescriptor = new ValueStateDescriptor<>("total", Integer.class);
private static int flag = 0;
private TriggerResult fireAndPurge(TimeWindow window, TriggerContext ctx) throws Exception {
clear(window, ctx);
return TriggerResult.FIRE_AND_PURGE;
}
@Override
public TriggerResult onElement(JSONObject element, long timestamp, TimeWindow window, TriggerContext ctx) throws Exception {
//todo 注册时间
ctx.registerProcessingTimeTimer(window.maxTimestamp());
ValueState<Integer> sumState = ctx.getPartitionedState(stateDescriptor);
/* if(flag >= 2){
flag = 0;
return TriggerResult.FIRE;
}else{
flag++;
}
*/
if (null == sumState.value()) {
sumState.update(0);
}
int newValue = sumState.value()+1 ;
sumState.update(newValue);
System.out.println("newValue = "+newValue+",sumState.value() = "+sumState.value());
if (sumState.value() >= 2) {
System.out.println("进入。。。。。。。。。。。。");
return fireAndPurge(window, ctx);
}
return TriggerResult.CONTINUE ;
}
@Override
public TriggerResult onProcessingTime(long time, TimeWindow window, TriggerContext ctx) throws Exception {
return TriggerResult.FIRE;
}
@Override
public TriggerResult onEventTime(long time, TimeWindow window, TriggerContext ctx) throws Exception {
return TriggerResult.CONTINUE;
}
@Override
public void onMerge(TimeWindow window,
OnMergeContext ctx) {
long windowMaxTimestamp = window.maxTimestamp();
if (windowMaxTimestamp > ctx.getCurrentProcessingTime()) {
ctx.registerProcessingTimeTimer(windowMaxTimestamp);
}
}
@Override
public void clear(TimeWindow window, TriggerContext ctx) throws Exception {
ValueState<Integer> partitionedState = ctx.getPartitionedState(stateDescriptor);
partitionedState.clear();
ctx.deleteProcessingTimeTimer(window.maxTimestamp());
}
}
调用的代码: