org.apache.flink.runtime.healthmanager.plugins.detectors.HighDelayDetector Maven / Gradle / Ivy
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package org.apache.flink.runtime.healthmanager.plugins.detectors;
import org.apache.flink.api.common.JobID;
import org.apache.flink.configuration.ConfigOption;
import org.apache.flink.configuration.ConfigOptions;
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.JobVertexHighDelay;
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;
/**
* HighDelayDetector detects high delay of a job.
* Detects {@link JobVertexHighDelay} if the max avg delay of tasks
* of the same vertex is higher then the threshold.
*/
public class HighDelayDetector implements Detector {
private static final Logger LOGGER = LoggerFactory.getLogger(HighDelayDetector.class);
public static final ConfigOption HIGH_DELAY_THRESHOLD =
ConfigOptions.key("healthmonitor.high-delay.threshold.ms").defaultValue(10 * 60 * 1000L);
public static final ConfigOption SEVERE_DELAY_THRESHOLD =
ConfigOptions.key("healthmonitor.severe-delay.threshold.ms").defaultValue(60 * 60 * 1000L);
private JobID jobID;
private HealthMonitor healthMonitor;
private MetricProvider metricProvider;
private long highDelayCheckInterval;
private long highDelayThreshold;
private long severeDelayThreshold;
private Map delaySubs;
@Override
public void open(HealthMonitor monitor) {
healthMonitor = monitor;
jobID = monitor.getJobID();
metricProvider = monitor.getMetricProvider();
highDelayCheckInterval = monitor.getConfig().getLong(HealthMonitorOptions.PARALLELISM_SCALE_INTERVAL);
highDelayThreshold = monitor.getConfig().getLong(HIGH_DELAY_THRESHOLD);
severeDelayThreshold = monitor.getConfig().getLong(SEVERE_DELAY_THRESHOLD);
delaySubs = 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, highDelayCheckInterval, TimelineAggType.LATEST);
delaySubs.put(vertexId, delaySub);
}
}
}
@Override
public void close() {
if (metricProvider != null && delaySubs != null) {
for (TaskMetricSubscription delaySub : delaySubs.values()) {
if (delaySub != null) {
metricProvider.unsubscribe(delaySub);
}
}
}
}
@Override
public Symptom detect() throws Exception {
LOGGER.debug("Start detecting.");
List jobVertexIDs = new ArrayList<>();
List severeJobVertexIDs = new ArrayList<>();
for (JobVertexID vertexId : delaySubs.keySet()) {
TaskMetricSubscription delaySub = delaySubs.get(vertexId);
if (!MetricUtils.validateTaskMetric(healthMonitor, highDelayCheckInterval * 2, delaySub)) {
LOGGER.debug("Skip vertex {}, metrics missing.", vertexId);
continue;
}
if (delaySub.getValue().f1 > highDelayThreshold) {
jobVertexIDs.add(vertexId);
}
if (delaySub.getValue().f1 > severeDelayThreshold) {
severeJobVertexIDs.add(vertexId);
}
}
if (!jobVertexIDs.isEmpty()) {
LOGGER.info("High delay detected for high delay vertices {} severe delay vertices {}.", jobVertexIDs, severeJobVertexIDs);
return new JobVertexHighDelay(jobID, jobVertexIDs, severeJobVertexIDs);
}
return null;
}
}