org.apache.flink.runtime.healthmanager.plugins.detectors.DelayIncreasingDetector Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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package org.apache.flink.runtime.healthmanager.plugins.detectors;
import org.apache.flink.api.common.JobID;
import org.apache.flink.runtime.healthmanager.HealthMonitor;
import org.apache.flink.runtime.healthmanager.metrics.MetricAggType;
import org.apache.flink.runtime.healthmanager.metrics.MetricProvider;
import org.apache.flink.runtime.healthmanager.metrics.TaskMetricSubscription;
import org.apache.flink.runtime.healthmanager.metrics.timeline.TimelineAggType;
import org.apache.flink.runtime.healthmanager.plugins.Detector;
import org.apache.flink.runtime.healthmanager.plugins.Symptom;
import org.apache.flink.runtime.healthmanager.plugins.symptoms.JobVertexDelayIncreasing;
import org.apache.flink.runtime.healthmanager.plugins.utils.HealthMonitorOptions;
import org.apache.flink.runtime.healthmanager.plugins.utils.MetricUtils;
import org.apache.flink.runtime.jobgraph.JobVertexID;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import static org.apache.flink.runtime.healthmanager.plugins.utils.MetricNames.SOURCE_DELAY;
/**
* DelayIncreasingDetector detects delay increasing of a job.
* Detects {@link JobVertexDelayIncreasing} if avg delay increasing rate of tasks
* of the same vertex is higher then the threshold.
*/
public class DelayIncreasingDetector implements Detector {
private static final Logger LOGGER = LoggerFactory.getLogger(DelayIncreasingDetector.class);
private JobID jobID;
private HealthMonitor healthMonitor;
private MetricProvider metricProvider;
private long delayIncreasingCheckInterval;
private Map delayRateSubs;
@Override
public void open(HealthMonitor monitor) {
healthMonitor = monitor;
jobID = monitor.getJobID();
metricProvider = monitor.getMetricProvider();
delayIncreasingCheckInterval = monitor.getConfig().getLong(HealthMonitorOptions.PARALLELISM_SCALE_INTERVAL);
delayRateSubs = new HashMap<>();
for (JobVertexID vertexId : monitor.getJobConfig().getVertexConfigs().keySet()) {
if (monitor.getJobConfig().getInputNodes().get(vertexId).size() == 0) {
TaskMetricSubscription delaySub = metricProvider.subscribeTaskMetric(
jobID, vertexId, SOURCE_DELAY, MetricAggType.MAX, delayIncreasingCheckInterval, TimelineAggType.DELTA_MIN);
delayRateSubs.put(vertexId, delaySub);
}
}
}
@Override
public void close() {
if (metricProvider != null && delayRateSubs != null) {
for (TaskMetricSubscription delaySub : delayRateSubs.values()) {
if (delaySub != null) {
metricProvider.unsubscribe(delaySub);
}
}
}
}
@Override
public Symptom detect() throws Exception {
LOGGER.debug("Start detecting.");
List jobVertexIDs = new ArrayList<>();
for (JobVertexID vertexId : delayRateSubs.keySet()) {
TaskMetricSubscription delayRateSub = delayRateSubs.get(vertexId);
if (!MetricUtils.validateTaskMetric(healthMonitor, delayIncreasingCheckInterval * 2, delayRateSub)) {
LOGGER.debug("Skip vertex {}, metrics missing.", vertexId);
continue;
}
// delay keep increasing.
if (delayRateSub.getValue().f1 > 0) {
jobVertexIDs.add(vertexId);
}
}
if (!jobVertexIDs.isEmpty()) {
LOGGER.info("Delay increasing detected for vertices {}.", jobVertexIDs);
return new JobVertexDelayIncreasing(jobID, jobVertexIDs);
}
return null;
}
}