Examples with DetectorProfileName org.opensearch.ad.model.DetectorProfileName used on opensource projects

Example 1 with DetectorProfileName

use of org.opensearch.ad.model.DetectorProfileName in project anomaly-detection by opensearch-project.

the class AnomalyDetectorJobRunner method updateRealtimeTask.

private void updateRealtimeTask(AnomalyResultResponse response, String detectorId) {
    if (response.isHCDetector() != null && response.isHCDetector() && !adTaskManager.skipUpdateHCRealtimeTask(detectorId, response.getError())) {
        DiscoveryNode[] dataNodes = nodeFilter.getEligibleDataNodes();
        Set<DetectorProfileName> profiles = new HashSet<>();
        profiles.add(DetectorProfileName.INIT_PROGRESS);
        ProfileRequest profileRequest = new ProfileRequest(detectorId, profiles, true, dataNodes);
        client.execute(ProfileAction.INSTANCE, profileRequest, ActionListener.wrap(r -> {
            log.debug("Update latest realtime task for HC detector {}, total updates: {}", detectorId, r.getTotalUpdates());
            updateLatestRealtimeTask(detectorId, null, r.getTotalUpdates(), response.getDetectorIntervalInMinutes(), response.getError());
        }, e -> {
            log.error("Failed to update latest realtime task for " + detectorId, e);
        }));
    } else {
        log.debug("Update latest realtime task for SINGLE detector {}, total updates: {}", detectorId, response.getRcfTotalUpdates());
        updateLatestRealtimeTask(detectorId, null, response.getRcfTotalUpdates(), response.getDetectorIntervalInMinutes(), response.getError());
    }
}

Example 2 with DetectorProfileName

use of org.opensearch.ad.model.DetectorProfileName in project anomaly-detection by opensearch-project.

the class MultiEntityProfileRunnerTests method setUp.

@SuppressWarnings("unchecked")
@Before
@Override
public void setUp() throws Exception {
    super.setUp();
    client = mock(Client.class);
    nodeFilter = mock(DiscoveryNodeFilterer.class);
    requiredSamples = 128;
    detectorId = "A69pa3UBHuCbh-emo9oR";
    detector = TestHelpers.randomAnomalyDetectorUsingCategoryFields(detectorId, Arrays.asList("a"));
    result = new DetectorInternalState.Builder().lastUpdateTime(Instant.now());
    job = TestHelpers.randomAnomalyDetectorJob(true);
    adTaskManager = mock(ADTaskManager.class);
    transportService = mock(TransportService.class);
    doAnswer(invocation -> {
        Object[] args = invocation.getArguments();
        Consumer<Optional<ADTask>> function = (Consumer<Optional<ADTask>>) args[2];
        function.accept(Optional.of(TestHelpers.randomAdTask()));
        return null;
    }).when(adTaskManager).getAndExecuteOnLatestDetectorLevelTask(any(), any(), any(), any(), anyBoolean(), any());
    runner = new AnomalyDetectorProfileRunner(client, xContentRegistry(), nodeFilter, requiredSamples, transportService, adTaskManager);
    doAnswer(invocation -> {
        Object[] args = invocation.getArguments();
        GetRequest request = (GetRequest) args[0];
        ActionListener<GetResponse> listener = (ActionListener<GetResponse>) args[1];
        String indexName = request.index();
        if (indexName.equals(ANOMALY_DETECTORS_INDEX)) {
            listener.onResponse(TestHelpers.createGetResponse(detector, detector.getDetectorId(), AnomalyDetector.ANOMALY_DETECTORS_INDEX));
        } else if (indexName.equals(CommonName.DETECTION_STATE_INDEX)) {
            listener.onResponse(TestHelpers.createGetResponse(result.build(), detector.getDetectorId(), CommonName.DETECTION_STATE_INDEX));
        } else if (indexName.equals(ANOMALY_DETECTOR_JOB_INDEX)) {
            listener.onResponse(TestHelpers.createGetResponse(job, detector.getDetectorId(), AnomalyDetectorJob.ANOMALY_DETECTOR_JOB_INDEX));
        }
        return null;
    }).when(client).get(any(), any());
    stateNError = new HashSet<DetectorProfileName>();
    stateNError.add(DetectorProfileName.ERROR);
    stateNError.add(DetectorProfileName.STATE);
}

Example 3 with DetectorProfileName

use of org.opensearch.ad.model.DetectorProfileName in project anomaly-detection by opensearch-project.

the class AbstractProfileRunnerTests method setUpOnce.

@BeforeClass
public static void setUpOnce() {
    stateOnly = new HashSet<DetectorProfileName>();
    stateOnly.add(DetectorProfileName.STATE);
    stateNError = new HashSet<DetectorProfileName>();
    stateNError.add(DetectorProfileName.ERROR);
    stateNError.add(DetectorProfileName.STATE);
    stateInitProgress = new HashSet<DetectorProfileName>();
    stateInitProgress.add(DetectorProfileName.INIT_PROGRESS);
    stateInitProgress.add(DetectorProfileName.STATE);
    modelProfile = new HashSet<DetectorProfileName>(Arrays.asList(DetectorProfileName.SHINGLE_SIZE, DetectorProfileName.MODELS, DetectorProfileName.COORDINATING_NODE, DetectorProfileName.TOTAL_SIZE_IN_BYTES));
    totalInitProgress = new HashSet<DetectorProfileName>(Arrays.asList(DetectorProfileName.TOTAL_ENTITIES, DetectorProfileName.INIT_PROGRESS));
    initProgressErrorProfile = new HashSet<DetectorProfileName>(Arrays.asList(DetectorProfileName.INIT_PROGRESS, DetectorProfileName.ERROR));
    clusterName = "test-cluster-name";
    discoveryNode1 = new DiscoveryNode("nodeName1", "node1", new TransportAddress(TransportAddress.META_ADDRESS, 9300), emptyMap(), emptySet(), Version.CURRENT);
}

Example 4 with DetectorProfileName

use of org.opensearch.ad.model.DetectorProfileName in project anomaly-detection by opensearch-project.

the class ProfileTests method testProfileNodeRequest.

@Test
public void testProfileNodeRequest() throws IOException {
    Set<DetectorProfileName> profilesToRetrieve = new HashSet<DetectorProfileName>();
    profilesToRetrieve.add(DetectorProfileName.COORDINATING_NODE);
    ProfileRequest ProfileRequest = new ProfileRequest(detectorId, profilesToRetrieve, false);
    ProfileNodeRequest ProfileNodeRequest = new ProfileNodeRequest(ProfileRequest);
    assertEquals("ProfileNodeRequest has the wrong detector id", ProfileNodeRequest.getDetectorId(), detectorId);
    assertEquals("ProfileNodeRequest has the wrong ProfileRequest", ProfileNodeRequest.getProfilesToBeRetrieved(), profilesToRetrieve);
    // Test serialization
    BytesStreamOutput output = new BytesStreamOutput();
    ProfileNodeRequest.writeTo(output);
    StreamInput streamInput = output.bytes().streamInput();
    ProfileNodeRequest nodeRequest = new ProfileNodeRequest(streamInput);
    assertEquals("serialization has the wrong detector id", nodeRequest.getDetectorId(), detectorId);
    assertEquals("serialization has the wrong ProfileRequest", nodeRequest.getProfilesToBeRetrieved(), profilesToRetrieve);
}

Example 5 with DetectorProfileName

use of org.opensearch.ad.model.DetectorProfileName in project anomaly-detection by opensearch-project.

the class ProfileTests method testProfileRequest.

@Test
public void testProfileRequest() throws IOException {
    String detectorId = "123";
    Set<DetectorProfileName> profilesToRetrieve = new HashSet<DetectorProfileName>();
    profilesToRetrieve.add(DetectorProfileName.COORDINATING_NODE);
    ProfileRequest profileRequest = new ProfileRequest(detectorId, profilesToRetrieve, false);
    // Test Serialization
    BytesStreamOutput output = new BytesStreamOutput();
    profileRequest.writeTo(output);
    StreamInput streamInput = output.bytes().streamInput();
    ProfileRequest readRequest = new ProfileRequest(streamInput);
    assertEquals("Serialization has the wrong profiles to be retrieved", readRequest.getProfilesToBeRetrieved(), profileRequest.getProfilesToBeRetrieved());
    assertEquals("Serialization has the wrong detector id", readRequest.getDetectorId(), profileRequest.getDetectorId());
}