Examples with TaskDriver com.linkedin.thirdeye.anomaly.task.TaskDriver used on opensource projects

Example 1 with TaskDriver

use of com.linkedin.thirdeye.anomaly.task.TaskDriver in project pinot by linkedin.

the class ThirdEyeAnomalyApplication method run.

@Override
public void run(final ThirdEyeAnomalyConfiguration config, final Environment environment) throws Exception {
    LOG.info("Starting ThirdeyeAnomalyApplication : Scheduler {} Worker {}", config.isScheduler(), config.isWorker());
    super.initDAOs();
    ThirdEyeCacheRegistry.initializeCaches(config);
    environment.lifecycle().manage(new Managed() {

        @Override
        public void start() throws Exception {
            if (config.isWorker()) {
                anomalyFunctionFactory = new AnomalyFunctionFactory(config.getFunctionConfigPath());
                alertFilterFactory = new AlertFilterFactory(config.getAlertFilterConfigPath());
                taskDriver = new TaskDriver(config, anomalyFunctionFactory, alertFilterFactory);
                taskDriver.start();
            }
            if (config.isScheduler()) {
                detectionJobScheduler = new DetectionJobScheduler();
                alertFilterFactory = new AlertFilterFactory(config.getAlertFilterConfigPath());
                alertFilterAutotuneFactory = new AlertFilterAutotuneFactory(config.getFilterAutotuneConfigPath());
                detectionJobScheduler.start();
                environment.jersey().register(new DetectionJobResource(detectionJobScheduler, alertFilterFactory, alertFilterAutotuneFactory));
                environment.jersey().register(new AnomalyFunctionResource(config.getFunctionConfigPath()));
            }
            if (config.isMonitor()) {
                monitorJobScheduler = new MonitorJobScheduler(config.getMonitorConfiguration());
                monitorJobScheduler.start();
            }
            if (config.isAlert()) {
                alertJobScheduler = new AlertJobScheduler();
                alertJobScheduler.start();
                // start alert scheduler v2
                alertJobSchedulerV2 = new AlertJobSchedulerV2();
                alertJobSchedulerV2.start();
                environment.jersey().register(new AlertJobResource(alertJobScheduler, emailConfigurationDAO));
            }
            if (config.isMerger()) {
                // anomalyFunctionFactory might have initiated if current machine is also a worker
                if (anomalyFunctionFactory == null) {
                    anomalyFunctionFactory = new AnomalyFunctionFactory(config.getFunctionConfigPath());
                }
                ScheduledExecutorService executorService = Executors.newSingleThreadScheduledExecutor();
                anomalyMergeExecutor = new AnomalyMergeExecutor(executorService, anomalyFunctionFactory);
                anomalyMergeExecutor.start();
            }
            if (config.isAutoload()) {
                autoLoadPinotMetricsService = new AutoLoadPinotMetricsService(config);
                autoLoadPinotMetricsService.start();
            }
            if (config.isDataCompleteness()) {
                dataCompletenessScheduler = new DataCompletenessScheduler();
                dataCompletenessScheduler.start();
            }
        }

        @Override
        public void stop() throws Exception {
            if (config.isWorker()) {
                taskDriver.stop();
            }
            if (config.isScheduler()) {
                detectionJobScheduler.shutdown();
            }
            if (config.isMonitor()) {
                monitorJobScheduler.stop();
            }
            if (config.isAlert()) {
                alertJobScheduler.shutdown();
                alertJobSchedulerV2.shutdown();
            }
            if (config.isMerger()) {
                anomalyMergeExecutor.stop();
            }
            if (config.isAutoload()) {
                autoLoadPinotMetricsService.shutdown();
            }
            if (config.isDataCompleteness()) {
                dataCompletenessScheduler.shutdown();
            }
        }
    });
}

Example 2 with TaskDriver

use of com.linkedin.thirdeye.anomaly.task.TaskDriver in project pinot by linkedin.

the class AnomalyApplicationEndToEndTest method startWorker.

private void startWorker() throws Exception {
    taskDriver = new TaskDriver(thirdeyeAnomalyConfig, anomalyFunctionFactory, alertFilterFactory);
    taskDriver.start();
}