protected override void ExpectResponse(PutJobResponse response)
{
response.ShouldBeValid();
response.JobId.Should().Be(CallIsolatedValue);
// "job_version" : "5.5.2"
response.JobType.Should().Be("anomaly_detector");
response.Description.Should().Be("Lab 1 - Simple example");
response.CreateTime.Should().BeBefore(DateTimeOffset.UtcNow);
response.AnalysisConfig.Should().NotBeNull();
response.AnalysisConfig.BucketSpan.Should().Be(new Time("30m"));
response.AnalysisConfig.Latency.Should().Be(new Time("0s"));
response.AnalysisConfig.Detectors.Should().NotBeNull();
response.AnalysisConfig.Detectors.OfType <SumDetector>().Should().NotBeNull();
var sumDetector = response.AnalysisConfig.Detectors.Cast <SumDetector>().First();
sumDetector.DetectorDescription.Should().Be("sum(total)");
sumDetector.Function.Should().Be("sum");
sumDetector.FieldName.Name.Should().Be("total");
sumDetector.DetectorIndex.Should().Be(0);
response.AnalysisConfig.Influencers.Should().BeEmpty();
response.DataDescription.TimeField.Name.Should().Be("@timestamp");
response.DataDescription.TimeFormat.Should().Be("epoch_ms");
response.ModelSnapshotRetentionDays.Should().Be(1);
// User-defined names are prepended with "custom-" by X-Pack ML
response.ResultsIndexName.Should().Be("custom-server-metrics");
}
protected override void ExpectResponse(PutJobResponse response)
{
response.ShouldBeValid();
response.JobId.Should().Be(CallIsolatedValue);
// "job_version" : "5.5.2"
response.JobType.Should().Be("anomaly_detector");
response.Description.Should().Be("Lab 1 - Simple example");
response.CreateTime.Should().BeBefore(DateTimeOffset.UtcNow);
response.AnalysisConfig.Should().NotBeNull();
response.AnalysisConfig.BucketSpan.Should().Be(new Time("30m"));
response.AnalysisConfig.Latency.Should().Be(new Time("0s"));
response.AnalysisConfig.Detectors.Should().NotBeNull();
response.AnalysisConfig.Detectors.OfType <CountDetector>().Should().NotBeNull();
var countDetector = response.AnalysisConfig.Detectors.Cast <CountDetector>().First();
countDetector.DetectorDescription.Should().Be("count by total over host partitionfield=service");
countDetector.Function.Should().Be("count");
countDetector.ByFieldName.Name.Should().Be("total");
countDetector.OverFieldName.Name.Should().Be("host");
countDetector.PartitionFieldName.Name.Should().Be("service");
countDetector.DetectorIndex.Should().Be(0);
countDetector.CustomRules.Should().NotBeNullOrEmpty().And.HaveCount(1);
var customRule = countDetector.CustomRules.First();
customRule.Actions.Should().NotBeNullOrEmpty().And.Contain(RuleAction.SkipResult);
customRule.Scope.Should().NotBeNull().And.HaveCount(3);
customRule.Conditions.Should().NotBeNull().And.HaveCount(2);
response.AnalysisConfig.Influencers.Should().BeEmpty();
response.DataDescription.TimeField.Name.Should().Be("@timestamp");
response.DataDescription.TimeFormat.Should().Be("epoch_ms");
response.ModelSnapshotRetentionDays.Should().Be(1);
// User-defined names are prepended with "custom-" by X-Pack ML
response.ResultsIndexName.Should().Be("custom-server-metrics");
}
