internal static MetricSingleSeriesDetectionCondition DeserializeMetricSingleSeriesDetectionCondition(JsonElement element)
{
SeriesIdentity series = default;
Optional <DetectionConditionOperator> conditionOperator = default;
Optional <SmartDetectionCondition> smartDetectionCondition = default;
Optional <HardThresholdCondition> hardThresholdCondition = default;
Optional <ChangeThresholdCondition> changeThresholdCondition = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("series"))
{
series = SeriesIdentity.DeserializeSeriesIdentity(property.Value);
continue;
}
if (property.NameEquals("conditionOperator"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
conditionOperator = new DetectionConditionOperator(property.Value.GetString());
continue;
}
if (property.NameEquals("smartDetectionCondition"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
smartDetectionCondition = Models.SmartDetectionCondition.DeserializeSmartDetectionCondition(property.Value);
continue;
}
if (property.NameEquals("hardThresholdCondition"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
hardThresholdCondition = Models.HardThresholdCondition.DeserializeHardThresholdCondition(property.Value);
continue;
}
if (property.NameEquals("changeThresholdCondition"))
{
if (property.Value.ValueKind == JsonValueKind.Null)
{
property.ThrowNonNullablePropertyIsNull();
continue;
}
changeThresholdCondition = Models.ChangeThresholdCondition.DeserializeChangeThresholdCondition(property.Value);
continue;
}
}
return(new MetricSingleSeriesDetectionCondition(Optional.ToNullable(conditionOperator), smartDetectionCondition.Value, hardThresholdCondition.Value, changeThresholdCondition.Value, series));
}
internal static AnomalyIncident DeserializeAnomalyIncident(JsonElement element)
{
Optional <string> dataFeedId = default;
Optional <string> metricId = default;
Optional <string> anomalyDetectionConfigurationId = default;
string incidentId = default;
DateTimeOffset startTime = default;
DateTimeOffset lastTime = default;
SeriesIdentity rootNode = default;
IncidentProperty property = default;
foreach (var property0 in element.EnumerateObject())
{
if (property0.NameEquals("dataFeedId"))
{
dataFeedId = property0.Value.GetString();
continue;
}
if (property0.NameEquals("metricId"))
{
metricId = property0.Value.GetString();
continue;
}
if (property0.NameEquals("anomalyDetectionConfigurationId"))
{
anomalyDetectionConfigurationId = property0.Value.GetString();
continue;
}
if (property0.NameEquals("incidentId"))
{
incidentId = property0.Value.GetString();
continue;
}
if (property0.NameEquals("startTime"))
{
startTime = property0.Value.GetDateTimeOffset("O");
continue;
}
if (property0.NameEquals("lastTime"))
{
lastTime = property0.Value.GetDateTimeOffset("O");
continue;
}
if (property0.NameEquals("rootNode"))
{
rootNode = SeriesIdentity.DeserializeSeriesIdentity(property0.Value);
continue;
}
if (property0.NameEquals("property"))
{
property = IncidentProperty.DeserializeIncidentProperty(property0.Value);
continue;
}
}
return(new AnomalyIncident(dataFeedId.Value, metricId.Value, anomalyDetectionConfigurationId.Value, incidentId, startTime, lastTime, rootNode, property));
}
internal MetricEnrichedSeriesData(SeriesIdentity series, IReadOnlyList <DateTimeOffset> timestamps, IReadOnlyList <double> values, IReadOnlyList <bool?> isAnomaly, IReadOnlyList <int?> periods, IReadOnlyList <double?> expectedValues, IReadOnlyList <double?> lowerBoundaries, IReadOnlyList <double?> upperBoundaries)
{
SeriesKey = new DimensionKey(series.Dimension);
Timestamps = timestamps;
MetricValues = values;
IsAnomaly = isAnomaly;
Periods = periods;
ExpectedMetricValues = expectedValues;
LowerBoundaryValues = lowerBoundaries;
UpperBoundaryValues = upperBoundaries;
}
internal MetricSingleSeriesDetectionCondition(DetectionConditionsOperator?crossConditionsOperator, SmartDetectionCondition smartDetectionCondition, HardThresholdCondition hardThresholdCondition, ChangeThresholdCondition changeThresholdCondition, SeriesIdentity series)
: base(crossConditionsOperator, smartDetectionCondition, hardThresholdCondition, changeThresholdCondition)
{
SeriesKey = new DimensionKey(series.Dimension);
}
internal static MetricEnrichedSeriesData DeserializeMetricEnrichedSeriesData(JsonElement element)
{
SeriesIdentity series = default;
IReadOnlyList <DateTimeOffset> timestampList = default;
IReadOnlyList <double> valueList = default;
IReadOnlyList <bool?> isAnomalyList = default;
IReadOnlyList <int?> periodList = default;
IReadOnlyList <double?> expectedValueList = default;
IReadOnlyList <double?> lowerBoundaryList = default;
IReadOnlyList <double?> upperBoundaryList = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("series"))
{
series = SeriesIdentity.DeserializeSeriesIdentity(property.Value);
continue;
}
if (property.NameEquals("timestampList"))
{
List <DateTimeOffset> array = new List <DateTimeOffset>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(item.GetDateTimeOffset("O"));
}
timestampList = array;
continue;
}
if (property.NameEquals("valueList"))
{
List <double> array = new List <double>();
foreach (var item in property.Value.EnumerateArray())
{
array.Add(item.GetDouble());
}
valueList = array;
continue;
}
if (property.NameEquals("isAnomalyList"))
{
List <bool?> array = new List <bool?>();
foreach (var item in property.Value.EnumerateArray())
{
if (item.ValueKind == JsonValueKind.Null)
{
array.Add(null);
}
else
{
array.Add(item.GetBoolean());
}
}
isAnomalyList = array;
continue;
}
if (property.NameEquals("periodList"))
{
List <int?> array = new List <int?>();
foreach (var item in property.Value.EnumerateArray())
{
if (item.ValueKind == JsonValueKind.Null)
{
array.Add(null);
}
else
{
array.Add(item.GetInt32());
}
}
periodList = array;
continue;
}
if (property.NameEquals("expectedValueList"))
{
List <double?> array = new List <double?>();
foreach (var item in property.Value.EnumerateArray())
{
if (item.ValueKind == JsonValueKind.Null)
{
array.Add(null);
}
else
{
array.Add(item.GetDouble());
}
}
expectedValueList = array;
continue;
}
if (property.NameEquals("lowerBoundaryList"))
{
List <double?> array = new List <double?>();
foreach (var item in property.Value.EnumerateArray())
{
if (item.ValueKind == JsonValueKind.Null)
{
array.Add(null);
}
else
{
array.Add(item.GetDouble());
}
}
lowerBoundaryList = array;
continue;
}
if (property.NameEquals("upperBoundaryList"))
{
List <double?> array = new List <double?>();
foreach (var item in property.Value.EnumerateArray())
{
if (item.ValueKind == JsonValueKind.Null)
{
array.Add(null);
}
else
{
array.Add(item.GetDouble());
}
}
upperBoundaryList = array;
continue;
}
}
return(new MetricEnrichedSeriesData(series, timestampList, valueList, isAnomalyList, periodList, expectedValueList, lowerBoundaryList, upperBoundaryList));
}
internal AnomalyIncident(string dataFeedId, string metricId, string detectionConfigurationId, string id, DateTimeOffset startTime, DateTimeOffset endTime, SeriesIdentity rootNode, IncidentProperty property)
{
DataFeedId = dataFeedId;
MetricId = metricId;
DetectionConfigurationId = detectionConfigurationId;
Id = id;
StartTime = startTime;
LastTime = endTime;
RootDimensionKey = new DimensionKey(rootNode.Dimension);
Severity = property.MaxSeverity;
Status = property.IncidentStatus;
ValueOfRootNode = property.ValueOfRootNode;
ExpectedValueOfRootNode = property.ExpectedValueOfRootNode;
}
internal AnomalyIncident(string metricId, string detectionConfigurationId, string id, DateTimeOffset startTime, DateTimeOffset endTime, SeriesIdentity rootNode, IncidentProperty property)
{
MetricId = metricId;
DetectionConfigurationId = detectionConfigurationId;
Id = id;
StartTime = startTime;
EndTime = endTime;
DimensionKey = new DimensionKey(rootNode.Dimension);
Severity = property.MaxSeverity;
IncidentStatus = property.IncidentStatus;
}
