internal HardThresholdCondition(double?lowerBound, double?upperBound, AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
LowerBound = lowerBound;
UpperBound = upperBound;
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
internal static SmartDetectionCondition DeserializeSmartDetectionCondition(JsonElement element)
{
double sensitivity = default;
AnomalyDetectorDirection anomalyDetectorDirection = default;
SuppressCondition suppressCondition = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("sensitivity"))
{
sensitivity = property.Value.GetDouble();
continue;
}
if (property.NameEquals("anomalyDetectorDirection"))
{
anomalyDetectorDirection = new AnomalyDetectorDirection(property.Value.GetString());
continue;
}
if (property.NameEquals("suppressCondition"))
{
suppressCondition = Models.SuppressCondition.DeserializeSuppressCondition(property.Value);
continue;
}
}
return(new SmartDetectionCondition(sensitivity, anomalyDetectorDirection, suppressCondition));
}
internal HardThresholdConditionPatch GetPatchModel() => new HardThresholdConditionPatch()
{
AnomalyDetectorDirection = AnomalyDetectorDirection,
SuppressCondition = SuppressCondition?.GetPatchModel(),
LowerBound = LowerBound,
UpperBound = UpperBound
};
internal static HardThresholdCondition DeserializeHardThresholdCondition(JsonElement element)
{
Optional <double> lowerBound = default;
Optional <double> upperBound = default;
AnomalyDetectorDirection anomalyDetectorDirection = default;
SuppressCondition suppressCondition = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("lowerBound"))
{
lowerBound = property.Value.GetDouble();
continue;
}
if (property.NameEquals("upperBound"))
{
upperBound = property.Value.GetDouble();
continue;
}
if (property.NameEquals("anomalyDetectorDirection"))
{
anomalyDetectorDirection = new AnomalyDetectorDirection(property.Value.GetString());
continue;
}
if (property.NameEquals("suppressCondition"))
{
suppressCondition = Models.SuppressCondition.DeserializeSuppressCondition(property.Value);
continue;
}
}
return(new HardThresholdCondition(Optional.ToNullable(lowerBound), Optional.ToNullable(upperBound), anomalyDetectorDirection, suppressCondition));
}
/// <summary>
/// Initializes a new instance of the <see cref="HardThresholdCondition"/> class.
/// </summary>
/// <param name="anomalyDetectorDirection">
/// Sets the boundaries that delimit the expected value range. Data points out of this range are considered anomalous.
/// If <see cref="AnomalyDetectorDirection.Down"/> or <see cref="AnomalyDetectorDirection.Both"/>, <see cref="LowerBound"/>
/// is required. If <see cref="AnomalyDetectorDirection.Up"/> or <see cref="AnomalyDetectorDirection.Both"/>,
/// <see cref="UpperBound"/> is required.
/// </param>
/// <param name="suppressCondition">The <see cref="Models.SuppressCondition"/> to be applied to every anomalous data point.</param>
/// <exception cref="ArgumentNullException"><paramref name="suppressCondition"/> is null.</exception>
public HardThresholdCondition(AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
Argument.AssertNotNull(suppressCondition, nameof(suppressCondition));
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
/// <summary>
/// Initializes a new instance of the <see cref="HardThresholdCondition"/> class.
/// </summary>
/// <param name="sensitivity">
/// A numerical value to adjust the tolerance of the anomaly detection with a range of (0, 100].
/// Visually, the higher the value, the narrower the upper and lower boundaries around the time series.
/// </param>
/// <param name="anomalyDetectorDirection"> detection direction. </param>
/// <param name="suppressCondition">The <see cref="Models.SuppressCondition"/> to be applied to every unexpected data point.</param>
/// <exception cref="ArgumentNullException"><paramref name="suppressCondition"/> is null.</exception>
public SmartDetectionCondition(double sensitivity, AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
Argument.AssertNotNull(suppressCondition, nameof(suppressCondition));
Sensitivity = sensitivity;
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
public HardThresholdCondition(AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
if (suppressCondition == null)
{
throw new ArgumentNullException(nameof(suppressCondition));
}
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
/// <summary>
/// Initializes a new instance of the <see cref="ChangeThresholdCondition"/> class.
/// </summary>
/// <param name="changePercentage">Compared to the previous point, the current point is an anomaly if the percentage of change is more than this value. </param>
/// <param name="shiftPoint">When set to N, sets as reference the data point that's N positions before the current point. Value must be at least 1.</param>
/// <param name="isWithinRange">Sets whether to detect data within the range or outside the range.</param>
/// <param name="anomalyDetectorDirection">A point is considered an anomaly only when the deviation occurs in the specified direction.</param>
/// <param name="suppressCondition">The <see cref="Models.SuppressCondition"/> to be applied to every unexpected data point.</param>
/// <exception cref="ArgumentNullException"><paramref name="suppressCondition"/> is null.</exception>
public ChangeThresholdCondition(double changePercentage, int shiftPoint, bool isWithinRange, AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
Argument.AssertNotNull(suppressCondition, nameof(suppressCondition));
ChangePercentage = changePercentage;
ShiftPoint = shiftPoint;
IsWithinRange = isWithinRange;
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
public SmartDetectionCondition(double sensitivity, AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
if (suppressCondition == null)
{
throw new ArgumentNullException(nameof(suppressCondition));
}
Sensitivity = sensitivity;
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
public ChangeThresholdCondition(double changePercentage, int shiftPoint, bool isWithinRange, AnomalyDetectorDirection anomalyDetectorDirection, SuppressCondition suppressCondition)
{
if (suppressCondition == null)
{
throw new ArgumentNullException(nameof(suppressCondition));
}
ChangePercentage = changePercentage;
ShiftPoint = shiftPoint;
IsWithinRange = isWithinRange;
AnomalyDetectorDirection = anomalyDetectorDirection;
SuppressCondition = suppressCondition;
}
internal static ChangeThresholdCondition DeserializeChangeThresholdCondition(JsonElement element)
{
double changePercentage = default;
int shiftPoint = default;
bool withinRange = default;
AnomalyDetectorDirection anomalyDetectorDirection = default;
SuppressCondition suppressCondition = default;
foreach (var property in element.EnumerateObject())
{
if (property.NameEquals("changePercentage"))
{
changePercentage = property.Value.GetDouble();
continue;
}
if (property.NameEquals("shiftPoint"))
{
shiftPoint = property.Value.GetInt32();
continue;
}
if (property.NameEquals("withinRange"))
{
withinRange = property.Value.GetBoolean();
continue;
}
if (property.NameEquals("anomalyDetectorDirection"))
{
anomalyDetectorDirection = new AnomalyDetectorDirection(property.Value.GetString());
continue;
}
if (property.NameEquals("suppressCondition"))
{
suppressCondition = Models.SuppressCondition.DeserializeSuppressCondition(property.Value);
continue;
}
}
return(new ChangeThresholdCondition(changePercentage, shiftPoint, withinRange, anomalyDetectorDirection, suppressCondition));
}
