Request Constructors

Definition

Namespace:

Microsoft.Azure.CognitiveServices.AnomalyDetector.Models

Assembly:

Microsoft.Azure.CognitiveServices.AnomalyDetector.dll

Package:

Microsoft.Azure.CognitiveServices.AnomalyDetector v1.0.0

Overloads

Request()	Initializes a new instance of the Request class.
Request(IList<Point>, Granularity, Nullable<Int32>, Nullable<Int32>, Nullable<Double>, Nullable<Int32>)	Initializes a new instance of the Request class.

Request()

Source:

Request.cs

Initializes a new instance of the Request class.

public Request ();

Public Sub New ()

Request(IList<Point>, Granularity, Nullable<Int32>, Nullable<Int32>, Nullable<Double>, Nullable<Int32>)

Source:

Request.cs

Initializes a new instance of the Request class.

public Request (System.Collections.Generic.IList<Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Point> series, Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Granularity granularity, int? customInterval = default, int? period = default, double? maxAnomalyRatio = default, int? sensitivity = default);

new Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Request : System.Collections.Generic.IList<Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Point> * Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Granularity * Nullable<int> * Nullable<int> * Nullable<double> * Nullable<int> -> Microsoft.Azure.CognitiveServices.AnomalyDetector.Models.Request

Public Sub New (series As IList(Of Point), granularity As Granularity, Optional customInterval As Nullable(Of Integer) = Nothing, Optional period As Nullable(Of Integer) = Nothing, Optional maxAnomalyRatio As Nullable(Of Double) = Nothing, Optional sensitivity As Nullable(Of Integer) = Nothing)

Parameters

series

IList<Point>

Time series data points. Points should be sorted by timestamp in ascending order to match the anomaly detection result. If the data is not sorted correctly or there is duplicated timestamp, the API will not work. In such case, an error message will be returned.

granularity

Granularity

Can only be one of yearly, monthly, weekly, daily, hourly or minutely. Granularity is used for verify whether input series is valid. Possible values include: 'yearly', 'monthly', 'weekly', 'daily', 'hourly', 'minutely'

customInterval

Nullable<Int32>

Custom Interval is used to set non-standard time interval, for example, if the series is 5 minutes, request can be set as {"granularity":"minutely", "customInterval":5}.

period

Nullable<Int32>

Optional argument, periodic value of a time series. If the value is null or does not present, the API will determine the period automatically.

maxAnomalyRatio

Nullable<Double>

Optional argument, advanced model parameter, max anomaly ratio in a time series.

sensitivity

Nullable<Int32>

Optional argument, advanced model parameter, between 0-99, the lower the value is, the larger the margin value will be which means less anomalies will be accepted.