org.apache.flink.runtime.healthmanager.plugins.detectors.JobStuckDetector 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.RestServerClient;
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.JobStuck;
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.TASK_INPUT_COUNT;
/**
* JobStuckDetector detects stuck of a job.
* Detects {@link JobStuck} if tps is 0.
*/
public class JobStuckDetector implements Detector {
private static final Logger LOGGER = LoggerFactory.getLogger(JobStuckDetector.class);
public static final ConfigOption JOB_STUCK_CHECK_INTERVAL =
ConfigOptions.key("healthmonitor.job-stuck.interval.ms").defaultValue(60 * 1000L);
private JobID jobID;
private HealthMonitor healthMonitor;
private MetricProvider metricProvider;
private long checkInterval;
private Map inputTpsSubs;
@Override
public void open(HealthMonitor monitor) {
healthMonitor = monitor;
jobID = monitor.getJobID();
metricProvider = monitor.getMetricProvider();
checkInterval = monitor.getConfig().getLong(JOB_STUCK_CHECK_INTERVAL);
inputTpsSubs = new HashMap<>();
RestServerClient.JobConfig jobConfig = monitor.getJobConfig();
for (JobVertexID vertexId : jobConfig.getVertexConfigs().keySet()) {
inputTpsSubs.put(vertexId, metricProvider.subscribeTaskMetric(
jobID, vertexId, TASK_INPUT_COUNT, MetricAggType.SUM, checkInterval, TimelineAggType.RATE));
}
}
@Override
public void close() {
if (metricProvider != null && inputTpsSubs != null) {
for (TaskMetricSubscription inputTpsSub : inputTpsSubs.values()) {
if (inputTpsSub != null) {
metricProvider.unsubscribe(inputTpsSub);
}
}
}
}
@Override
public Symptom detect() throws Exception {
LOGGER.debug("Start detecting.");
List jobVertexIDs = new ArrayList<>();
for (JobVertexID vertexId : inputTpsSubs.keySet()) {
TaskMetricSubscription inputSub = inputTpsSubs.get(vertexId);
if (!MetricUtils.validateTaskMetric(healthMonitor, checkInterval * 2, inputSub)) {
LOGGER.debug("Skip vertex {}, metrics missing.", vertexId);
continue;
}
if (inputSub.getValue().f1 <= 0.0) {
jobVertexIDs.add(vertexId);
}
}
if (!jobVertexIDs.isEmpty()) {
LOGGER.info("Job stuck detected for vertices {}.", jobVertexIDs);
return new JobStuck(jobID, jobVertexIDs);
}
return null;
}
}