AnomalyDetectorClient.GetMultivariateModels Methode

Quelle:

AnomalyDetectorClient.cs

public virtual Azure.Pageable<BinaryData> GetMultivariateModels (int? skip, int? maxCount, Azure.RequestContext context);

abstract member GetMultivariateModels : Nullable<int> * Nullable<int> * Azure.RequestContext -> Azure.Pageable<BinaryData>
override this.GetMultivariateModels : Nullable<int> * Nullable<int> * Azure.RequestContext -> Azure.Pageable<BinaryData>

Public Overridable Function GetMultivariateModels (skip As Nullable(Of Integer), maxCount As Nullable(Of Integer), context As RequestContext) As Pageable(Of BinaryData)

Parameter

Gibt zurück

Die Pageable<T> aus dem Dienst, die eine Liste von BinaryData -Objekten enthält. Details zum Textschema für jedes Element in der Auflistung finden Sie unten im Abschnitt Hinweise.

Ausnahmen

Beispiele

In diesem Beispiel wird gezeigt, wie GetMultivariateModels mit den erforderlichen Parametern aufgerufen und das Ergebnis analysiert wird.

var credential = new AzureKeyCredential("<key>");
var endpoint = new Uri("<https://my-service.azure.com>");
var client = new AnomalyDetectorClient(endpoint, credential);

foreach (var item in client.GetMultivariateModels(1234, 1234, new RequestContext()))
{
    JsonElement result = JsonDocument.Parse(item.ToStream()).RootElement;
    Console.WriteLine(result.GetProperty("modelId").ToString());
    Console.WriteLine(result.GetProperty("createdTime").ToString());
    Console.WriteLine(result.GetProperty("lastUpdatedTime").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("dataSource").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("dataSchema").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("startTime").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("endTime").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("displayName").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("slidingWindow").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("alignPolicy").GetProperty("alignMode").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("alignPolicy").GetProperty("fillNAMethod").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("alignPolicy").GetProperty("paddingValue").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("status").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("errors")[0].GetProperty("code").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("errors")[0].GetProperty("message").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("modelState").GetProperty("epochIds")[0].ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("modelState").GetProperty("trainLosses")[0].ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("modelState").GetProperty("validationLosses")[0].ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("modelState").GetProperty("latenciesInSeconds")[0].ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("variableStates")[0].GetProperty("variable").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("variableStates")[0].GetProperty("filledNARatio").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("variableStates")[0].GetProperty("effectiveCount").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("variableStates")[0].GetProperty("firstTimestamp").ToString());
    Console.WriteLine(result.GetProperty("modelInfo").GetProperty("diagnosticsInfo").GetProperty("variableStates")[0].GetProperty("lastTimestamp").ToString());
}

Hinweise

Auflisten von Modellen einer Ressource.

Unten sehen Sie das JSON-Schema für ein Element in der auslagerungsfähigen Antwort.

Antworttext:

Schema für Array:

{
  modelId: string, # Required.
  createdTime: string (date & time), # Required.
  lastUpdatedTime: string (date & time), # Required.
  modelInfo: {
    dataSource: string, # Required.
    dataSchema: "OneTable" | "MultiTable", # Optional.
    startTime: string (date & time), # Required.
    endTime: string (date & time), # Required.
    displayName: string, # Optional.
    slidingWindow: number, # Optional.
    alignPolicy: {
      alignMode: "Inner" | "Outer", # Optional.
      fillNAMethod: "Previous" | "Subsequent" | "Linear" | "Zero" | "Fixed", # Optional.
      paddingValue: number, # Optional.
    }, # Optional.
    status: "CREATED" | "RUNNING" | "READY" | "FAILED", # Optional.
    errors: [ErrorResponse], # Optional.
    diagnosticsInfo: {
      modelState: {
        epochIds: [number], # Optional.
        trainLosses: [number], # Optional.
        validationLosses: [number], # Optional.
        latenciesInSeconds: [number], # Optional.
      }, # Optional.
      variableStates: [VariableState], # Optional.
    }, # Optional.
  }, # Optional.
}

Quelle:

AnomalyDetectorClient.cs

public virtual Azure.Pageable<Azure.AI.AnomalyDetector.AnomalyDetectionModel> GetMultivariateModels (int? skip = default, int? maxCount = default, System.Threading.CancellationToken cancellationToken = default);

abstract member GetMultivariateModels : Nullable<int> * Nullable<int> * System.Threading.CancellationToken -> Azure.Pageable<Azure.AI.AnomalyDetector.AnomalyDetectionModel>
override this.GetMultivariateModels : Nullable<int> * Nullable<int> * System.Threading.CancellationToken -> Azure.Pageable<Azure.AI.AnomalyDetector.AnomalyDetectionModel>

Public Overridable Function GetMultivariateModels (Optional skip As Nullable(Of Integer) = Nothing, Optional maxCount As Nullable(Of Integer) = Nothing, Optional cancellationToken As CancellationToken = Nothing) As Pageable(Of AnomalyDetectionModel)

Parameter

Gibt zurück

Beispiele

In diesem Beispiel wird gezeigt, wie GetMultivariateModels mit den erforderlichen Parametern aufgerufen wird.

var credential = new AzureKeyCredential("<key>");
var endpoint = new Uri("<https://my-service.azure.com>");
var client = new AnomalyDetectorClient(endpoint, credential);

foreach (var item in client.GetMultivariateModels(1234, 1234))
{
}

Hinweise

Auflisten von Modellen einer Ressource.