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

Example 36 with AnomalyDetector

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

the class AnomalyDetectorRestApiIT method testValidateAnomalyDetectorWithNoIssue.

public void testValidateAnomalyDetectorWithNoIssue() throws Exception {
    AnomalyDetector detector = createIndexAndGetAnomalyDetector(INDEX_NAME);
    Response resp = TestHelpers.makeRequest(client(), "POST", TestHelpers.AD_BASE_DETECTORS_URI + "/_validate/detector", ImmutableMap.of(), TestHelpers.toHttpEntity(detector), null);
    Map<String, Object> responseMap = entityAsMap(resp);
    assertEquals("no issue, empty response body", new HashMap<String, Object>(), responseMap);
}

Example 37 with AnomalyDetector

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

the class HistoricalAnalysisRestApiIT method testDeleteHistoricalAnalysis.

// TODO: fix delete
public void testDeleteHistoricalAnalysis() throws IOException, IllegalAccessException {
    // create historical detector
    AnomalyDetector detector = createAnomalyDetector();
    String detectorId = detector.getDetectorId();
    // delete detector
    Response response = TestHelpers.makeRequest(client(), "DELETE", TestHelpers.AD_BASE_DETECTORS_URI + "/" + detectorId, ImmutableMap.of(), "", null);
    assertEquals(RestStatus.OK, TestHelpers.restStatus(response));
}

Example 38 with AnomalyDetector

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

the class HistoricalAnalysisRestApiIT method testSearchTasks.

public void testSearchTasks() throws IOException, InterruptedException, IllegalAccessException {
    // create historical detector
    AnomalyDetector detector = createAnomalyDetector();
    String detectorId = detector.getDetectorId();
    // start historical detector
    String taskId = startHistoricalAnalysis(detectorId);
    waitUntilTaskDone(detectorId);
    String query = String.format("{\"query\":{\"term\":{\"detector_id\":{\"value\":\"%s\"}}}}", detectorId);
    Response response = TestHelpers.makeRequest(client(), "POST", TestHelpers.AD_BASE_DETECTORS_URI + "/tasks/_search", ImmutableMap.of(), query, null);
    String searchResult = EntityUtils.toString(response.getEntity());
    assertTrue(searchResult.contains(taskId));
    assertTrue(searchResult.contains(detector.getDetectorId()));
}

Example 39 with AnomalyDetector

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

the class HistoricalAnalysisRestApiIT method testStopHistoricalAnalysis.

@SuppressWarnings("unchecked")
public void testStopHistoricalAnalysis() throws Exception {
    // create historical detector
    AnomalyDetector detector = createAnomalyDetector();
    String detectorId = detector.getDetectorId();
    // start historical detector
    String taskId = startHistoricalAnalysis(detectorId);
    waitUntilGetTaskProfile(detectorId);
    // stop historical detector
    Response stopDetectorResponse = stopAnomalyDetector(detectorId, client(), false);
    assertEquals(RestStatus.OK, TestHelpers.restStatus(stopDetectorResponse));
    // get task profile
    checkIfTaskCanFinishCorrectly(detectorId, taskId, ImmutableSet.of(ADTaskState.STOPPED.name()));
    updateClusterSettings(BATCH_TASK_PIECE_INTERVAL_SECONDS.getKey(), 1);
    waitUntilTaskDone(detectorId);
    // get AD stats
    Response statsResponse = TestHelpers.makeRequest(client(), "GET", AD_BASE_STATS_URI, ImmutableMap.of(), "", null);
    String statsResult = EntityUtils.toString(statsResponse.getEntity());
    Map<String, Object> stringObjectMap = TestHelpers.parseStatsResult(statsResult);
    assertTrue((long) stringObjectMap.get("single_entity_detector_count") > 0);
    Map<String, Object> nodes = (Map<String, Object>) stringObjectMap.get("nodes");
    long cancelledTaskCount = 0;
    for (String key : nodes.keySet()) {
        Map<String, Object> nodeStats = (Map<String, Object>) nodes.get(key);
        cancelledTaskCount += (long) nodeStats.get("ad_canceled_batch_task_count");
    }
    assertTrue(cancelledTaskCount >= 1);
}

Example 40 with AnomalyDetector

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

the class SecureADRestIT method testValidateAnomalyDetectorWithNoBackendRole.

public void testValidateAnomalyDetectorWithNoBackendRole() throws IOException {
    AnomalyDetector detector = TestHelpers.randomAnomalyDetector(null, Instant.now());
    enableFilterBy();
    // User Dog has AD full access, but has no backend role
    // When filter by is enabled, we block validating Detectors
    Exception exception = expectThrows(IOException.class, () -> {
        validateAnomalyDetector(detector, dogClient);
    });
    Assert.assertTrue(exception.getMessage().contains("Filter by backend roles is enabled and User dog does not have backend roles configured"));
}