AnomalyDetectorClient.GetMultivariateModelsAsync メソッド

ソース:

AnomalyDetectorClient.cs

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

abstract member GetMultivariateModelsAsync : Nullable<int> * Nullable<int> * Azure.RequestContext -> Azure.AsyncPageable<BinaryData>
override this.GetMultivariateModelsAsync : Nullable<int> * Nullable<int> * Azure.RequestContext -> Azure.AsyncPageable<BinaryData>

Public Overridable Function GetMultivariateModelsAsync (skip As Nullable(Of Integer), maxCount As Nullable(Of Integer), context As RequestContext) As AsyncPageable(Of BinaryData)

パラメーター

戻り値

AsyncPageable<T>オブジェクトの一覧を含むサービスの BinaryData 。 コレクション内の各項目の本文スキーマの詳細については、以下の「解説」セクションを参照してください。

例外

例

このサンプルでは、必要なパラメーターを使用して GetMultivariateModelsAsync を呼び出し、結果を解析する方法を示します。

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

await foreach (var item in client.GetMultivariateModelsAsync(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());
}

注釈

リソースのモデルを一覧表示します。

ページング可能な応答の 1 つの項目の JSON スキーマを次に示します。

応答本文:

の Arrayスキーマ:

{
  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.
}

ソース:

AnomalyDetectorClient.cs

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

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

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

パラメーター

戻り値

例

このサンプルでは、必要なパラメーターを使用して GetMultivariateModelsAsync を呼び出す方法を示します。

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

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

注釈

リソースのモデルを一覧表示します。