azure machine learning studio下載 - azure machine learning studio源代碼下載

.NET DLL用於Azure Machine學習工作室管理

概述

描述

該存儲庫包含用於Azure Machine Learning Studio Management的概念驗證項目。

該解決方案包括.NET標準2.0類庫（ DLL ），可以將其合併到許多.NET應用程序中，並用於刻度和自動化Azure ML Studio工作室工作區和實驗。

目前，該項目處於釋放階段 -在使用之前，請注意可能的錯誤和例外！

解決方案基礎概述

在與我們的合作夥伴Soneta/Enova365會面期間，創建一種管理Azure Machine Learning Studio的工具的想法誕生了。

我們的合作夥伴正在尋找可以在Azure ML Studio門戶網站上自動化和擴展實驗的解決方案。在對可用工具進行初步分析之後，我發現了我後來用作當前解決方案的基礎的唯一一種（來源：用於Azure Machine Learning Studio＆Web Services的PowerShell模塊） - 為PowerShell用戶開發了此解決方案，C＃代碼實施（SDK）幫助我作為創建這個項目的基礎。

先決條件

Azure機器學習工作室

該解決方案是為使用Azure Machine Learning Studio資源的使用 -工作區，實驗，數據庫，模塊等。我們需要一個適當的帳戶才能通過使用此庫來工作。

我們可以創建不同類型的工作區，因為我們的庫應處理任何類型的帳戶。

免費工作區

訪問Azure Machine Learning Studio的主要網站，然後創建一個新帳戶-https://studio.azureml.net/

您應該注意到這一點：

Azurestudiofree

Azure訂閱

或者，使用訂閱創建一個Azure帳戶。

Azure免費帳戶
為學生的藍色
Azure Pass

並通過門戶創建一個工作區：

AzurePortalResources AzurePortalResourcesCreate AzurePortalResourcesPrice AzurePortalResourcespricing

軟體

azureml.studio.dll和azureml.studio.core.dll是用.NET標準2.0編寫的類庫。

“ .NET標準是.NET API的形式規範，旨在在所有.NET實施中可用。.NET標準背後的動機在.NET生態系統中建立更大的統一性。ECMA335繼續為.Net Base Classeries Implaries Implaries（Bcl）提供了類似的實現。

您可以在特定圖中使用這些dll，但是在使用concder之前，所有版本的.NET標準和支持的平台的下表（來源：.NET標準）：

.NET標準	1.0	1.1	1.2	1.3	1.4	1.5	1.6	2.0
.NET核心	1.0	1.0	1.0	1.0	1.0	1.0	1.0	2.0
.NET框架	4.5	4.5	4.5.1	4.6	4.6.1	4.6.1	4.6.1	4.6.1
單核白血球增多症	4.6	4.6	4.6	4.6	4.6	4.6	4.6	5.4
Xamarin.ios	10.0	10.0	10.0	10.0	10.0	10.0	10.0	10.14
Xamarin.mac	3.0	3.0	3.0	3.0	3.0	3.0	3.0	3.8
Xamarin.android	7.0	7.0	7.0	7.0	7.0	7.0	7.0	8.0
通用Windows平台	10.0	10.0	10.0	10.0	10.0	10.0.16299	10.0.16299	10.0.16299

工具和圖書館

您可能需要諸如代碼編輯，IDE或記事本和庫之類的工具，以及可以創建.NET應用程序的工具。在這種情況下，我使用了帶有適當框架的Visual Studio作為示例運行控制台應用程序。

視覺工作室IDE

用法

nuget

azureml.studio -https：//www.nuget.org/packages/azureml.studio/
azureml.studio.core -https：//www.nuget.org/packages/azureml.studio.core/core/

發布

github-https：//github.com/borysrybak/azure-machine-learning-studio/releases

要求

（來源：https：//github.com/hning86/azuremlps#configuration ）：

工作區ID
- 該值可以在ML Studio的工作區設置中找到。
工作區授權令牌
- 該值可以在ML Studio的工作區設置中找到。請注意，您必須是工作空間的所有者，才能訪問此令牌。
地點
- 該值可以在工作區下拉下找到。它是該工作空間提供的Azure區域。此配置的當前支持值是：
  - 美國中部
  - 東南亞
  - 日本東
  - 西歐
  - 美國中部
  - ...

配置

將參考或作為Nuget軟件包添加到您的項目。

創建一個StudioClient類的實例並使用它。

 using AzureML . Studio . Core . Models ;

namespace AzureML . Studio . ConsoleApplicationExample
{
    class Program
    {
        static void Main ( string [ ] args )
        {
            var studioClient = new StudioClient ( ) ;
            
            var workspaceSettings = WorkspaceSettings ( ) ;
            workspaceSettings . WorkspaceId = "XYZ" ;
            workspaceSettings . AuthorizationToken = "######" ;
            workspaceSettings . Location = "" ;

            var workspace = studioClient . GetWorkspace ( workspaceSettings ) ;
        .. .
    .. .
}

營運

獲取工作空間元數據（ getWorkspace ）
獲取選定的工作區元數據（ getWorkSpaces ）
獲取工作空間的用戶（ GetWorkSpaceusers ）
從選定的工作區（ GetWorkSpaceSusers ）獲取用戶
將新用戶添加到工作區（ AddUserToworkspace ）
將新用戶添加到選定的工作區（ AdduserToworkspaces ）
將新用戶添加到工作區（ AdduSerstoworkspace ）
將新用戶添加到選定的工作區（ AdduSerstoworkspaces ）
從工作空間獲取數據集（ getDataSetsflomworkspace ）
獲取選定工作區（ getDatasetsfromworkspaces ）的數據集
從工作區刪除數據集（刪除deledataSetFromWorkspace ）
從工作區刪除數據集（刪除deleteDataSetsFromWorkspace ）
從工作區刪除所有數據集（ deletealldatasetsflomworkspace ）
從選定的工作區（ DeleteAlldataSetsFromWorkspaces ）刪除所有數據集）
從工作區下載數據集（下載datasetfromworkspace ）
從工作區下載選定的數據集（下載dataSetsflomworkspace ）
從工作空間下載所有數據集（下載alldatasetsflomworkspace ）
從選定的工作區下載所有數據集（下載alldataSetsFromWorkspaces ）
將資源文件上傳到工作區（ uploadResourcetoworkspace ）
將資源文件上傳到工作區（ uploadResourcestoworkspace ）
將資源文件上傳到工作區（ uploadresourcetoworkspaces ）
將資源文件上傳到工作區（ uploadresourcestoworkspaces ）
通過ID進行實驗（ getspermiment ）
通過ID進行實驗（ getexperiments ）
從工作區（ GetAllexperiments ）獲取所有實驗
運行實驗（經驗豐富）
運行實驗（ Runexperiments ）
運行所有實驗（ Rulallexperiments ）
保存實驗（保存經驗）
保存實驗（ Saveexperiments ）
保存所有實驗（ saveallexperiments ）
將實驗保存為（ Saveexperimentas ）
刪除實驗（ Deleteexperiment ）
刪除實驗（ Deleteexperiments ）
刪除所有實驗（ DeleteAllexperiments ）
導出一個實驗為JSON（出口特徵）
導出特定的實驗作為JSON（導出特性）
將所有實驗導出為JSON（ Exportallexperiments ）
作為JSON的導入實驗（進口實驗）
將實驗從工作空間複製到另一個工作區（ copyepperiment ）
將特定的實驗從工作區復製到另一個工作區（ copyepperiments ）
將所有實驗從工作區復製到另一個工作區（ CopyAllexperiments ）
獲得訓練有素的模型（ GetTrainingModel ）
獲得訓練有素的模型（ Get TrainingModels ）
得到轉換（ getTransform ）
獲得變換（ getTransforms ）
通過更改其值（ modifyNodeParameter ）來修改節點參數
修改兩個模塊之間的邊緣連接（ modifyNodeedge ）
在實驗（ addModule ）中添加新模塊

GetWorkspace

 var workspace = studioClient . GetWorkspace ( workspaceSettings ) ;

 var workspace = studioClient . GetWorkspace ( "XYZ" , "######" , "" ) ;

getWorkspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;

var workspaces = studioClient . GetWorkspaces ( workspacesSettings ) ;

GetWorkspaceusers

 var users = studioClient . GetWorkspaceUsers ( workspaceSettings ) ;

 var users = studioClient . GetWorkspaceUsers ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var users = studioClient . GetWorkspaceUsers ( workspace ) ;

GetWorkSpaceSusers

 IEnumerable < WorkspaceSettings > workspacesSettings ;
var workspaceUsersdictionary = studioClient . GetWorkspacesUsers ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;
var workspaceUsersdictionary = studioClient . GetWorkspacesUsers ( workspaces ) ;

addusertoworkspace

 var workspaceUser = new WorkspaceUser (
            new WorkspaceUserInternal ( ) {
                User = new UserDetailInternal ( ) {
                    Email = "email" , Role = "role" } } ) ) ;

studioClient . AddUserToWorkspace ( workspaceSettings , workspaceUser ) ;

 studioClient . AddUserToWorkspace ( workspaceSettings , "email" , "role" ) ;

 studioClient . AddUserToWorkspace ( "XYZ" , "######" , "" , workspaceUser ) ;

 studioClient . AddUserToWorkspace ( "XYZ" , "######" , "" , "email" , "role" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . AddUserToWorkspace ( workspace , workspaceUser ) ;

 studioClient . AddUserToWorkspace ( workspace , "email" , "role" ) ;

addusertoworkspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;
var workspaceUser = new WorkspaceUser (
            new WorkspaceUserInternal ( ) {
                User = new UserDetailInternal ( ) {
                    Email = "email" , Role = "role" } } ) ) ;

studioClient . AddUserToWorkspaces ( workspacesSettings , workspaceUser ) ;

 studioClient . AddUserToWorkspaces ( workspacesSettings , "email" , "role" ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . AddUserToWorkspaces ( workspaces , workspaceUser ) ;

 studioClient . AddUserToWorkspaces ( workspaces , "email" , "role" ) ;

AdduSerstoworkspace

 IEnumerable < WorkspaceUser > workspaceUsers ;

studioClient . AddUsersToWorkspace ( workspaceSettings , workspaceUsers ) ;

 studioClient . AddUsersToWorkspace ( "XYZ" , "######" , "" , workspaceUsers ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . AddUsersToWorkspace ( workspace , workspaceUsers ) ;

AdduSerstoworkspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;
IEnumerable < WorkspaceUser > workspaceUsers ;

studioClient . AddUsersToWorkspaces ( workspacesSettings , workspaceUsers ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . AddUsersToWorkspaces ( workspaces , workspaceUsers ) ;

getDataSetsetsfromworkspace

 var datasets = studioClient . GetDatasetsFromWorkspace ( workspaceSettings ) ;

 var datasets = studioClient . GetDatasetsFromWorkspace ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var datasets = studioClient . GetDatasetsFromWorkspace ( workspace ) ;

fromworkspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;

var workspaceDatasetsDictionary = studioClient . GetDatasetsFromWorkspaces ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

var workspaceDatasetsDictionary = studioClient . GetDatasetsFromWorkspaces ( workspaces ) ;

刪除從工作空間的刪除

 studioClient . DeleteDatasetFromWorkspace ( workspaceSettings , "datasetFamilyId" ) ;

 var dataset = new Dataset ( ) ;
dataset . FamilyId = "datasetFamilyId" ;

studioClient . DeleteDatasetFromWorkspace ( workspaceSettings , dataset ) ;

 studioClient . DeleteDatasetFromWorkspace ( "XYZ" , "######" , "" , dataset ) ;

 studioClient . DeleteDatasetFromWorkspace ( "XYZ" , "######" , "" , "datasetFamilyId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteDatasetFromWorkspace ( workspace , "datasetFamilyId" )

 studioClient . DeleteDatasetFromWorkspace ( workspace , dataset ) ;

從工作空間中刪除

 IEnumerable < Dataset > datasets ;

studioClient . DeleteDatasetsFromWorkspace ( workspaceSettings , datasets ) ;

 studioClient . DeleteDatasetsFromWorkspace ( "XYZ" , "######" , "" , datasets ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteDatasetsFromWorkspace ( workspace , datasets ) ;

從工作空間中刪除

 studioClient . DeleteAllDatasetsFromWorkspace ( workspaceSettings ) ;

 studioClient . DeleteAllDatasetsFromWorkspace ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteAllDatasetsFromWorkspace ( workspace ) ;

deletealldatasetsetssetspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . DeleteAllDatasetsFromWorkspaces ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . DeleteAllDatasetsFromWorkspaces ( workspaces ) ;

下載datasetsetspace

 studioClient . DownloadDatasetFromWorkspace ( workspaceSettings , "datasetId" , "fileName" ) ;

 studioClient . DownloadDatasetFromWorkspace ( "XYZ" , "######" , "" , "datasetId" , "fileName" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DownloadDatasetFromWorkspace ( workspace , "datasetId" , "fileName" ) ;

 var dataset = new Dataset ( ) ;
dataset . Id = "datasetId" ;

studioClient . DownloadDatasetFromWorkspace ( workspaceSettings , dataset , "fileName" ) ;

 studioClient . DownloadDatasetFromWorkspace ( "XYZ" , "######" , "" , dataset , "fileName" ) ;

 studioClient . DownloadDatasetFromWorkspace ( workspace , dataset , "fileName" ) ;

下載dataSetsetsfromworkspace

 IEnumerable < Dataset > datasets ;

studioClient . DownloadDatasetsFromWorkspace ( workspaceSettings , datasets ) ;

 studioClient . DownloadDatasetsFromWorkspace ( "XYZ" , "######" , "" , datasets ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DownloadDatasetsFromWorkspace ( workspace , datasets ) ;

下載fromworkspace的alldatasetsetsetsets

 studioClient . DownloadAllDatasetsFromWorkspace ( workspaceSettings ) ;

 studioClient . DownloadAllDatasetsFromWorkspace ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DownloadAllDatasetsFromWorkspace ( workspace ) ;

下載fromworkspaces

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . DownloadAllDatasetsFromWorkspaces ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . DownloadAllDatasetsFromWorkspaces ( workspaces ) ;

UploadResourcetOworkspace

枚舉：Resourcefileformat.cs

 ResourceFileFormat resourceFileFormat ;

async studioClient . UploadResourceToWorkspace ( workspaceSettings , resourceFileFormat , " filePath " ) ;

 async studioClient . UploadResourceToWorkspace ( "XYZ" , "######" , "" , resourceFileFormat , "filePath" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

async studioClient . UploadResourceToWorkspace ( workspace , resourceFileFormat , " filePath " ) ;

uploadResourCestoworkspace

枚舉：Resourcefileformat.cs

 IDictionary < string , ResourceFileFormat > filePathResourceFileFormatDict ;

studioClient . UploadResourcesToWorkspace ( workspaceSettings , filePathResourceFileFormatDict ) ;

 studioClient . UploadResourcesToWorkspace ( "XYZ" , "######" , "" , filePathResourceFileFormatDict ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . UploadResourcesToWorkspace ( workspace , filePathResourceFileFormatDict ) ;

uploadResourcetOworkspaces

枚舉：Resourcefileformat.cs

 IEnumerable < WorkspaceSettings > workspacesSettings ;
ResourceFileFormat resourceFileFormat ;

studioClient . UploadResourceToWorkspaces ( workspacesSettings , resourceFileFormat , "filePath" ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . UploadResourceToWorkspaces ( workspaces , resourceFileFormat , "filePath" ) ;

uploadResourcestoworkspaces

枚舉：Resourcefileformat.cs

 IEnumerable < WorkspaceSettings > workspacesSettings ;
IDictionary < string , ResourceFileFormat > filePathResourceFileFormatDict ;

studioClient . UploadResourcesToWorkspaces ( workspacesSettings , filePathResourceFileFormatDict ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . UploadResourcesToWorkspaces ( workspaces , filePathResourceFileFormatDict ) ;

特有

 var experiment = studioClient . GetExperiment ( workspaceSettings , "experimentId" ) ;

 var experiment = studioClient . GetExperiment ( "XYZ" , "######" , "" , "experimentId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var experiment = studioClient . GetExperiment ( workspace , "experimentId" ) ;

getexpperiments

 IEnumerable < string > experimentsIds ;

var experiments = studioClient . GetExperiments ( workspaceSettings , experimentsIds ) ;

 var experiments = studioClient . GetExperiments ( "XYZ" , "######" , "" , experimentsIds ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var experiments = studioClient . GetExperiments ( workspace , experimentsIds ) ;

getAllexperiments

 IEnumerable < WorkspaceSettings > workspacesSettings ;

var workspaceExperimentsDict = studioClient . GetAllExperiments ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

var workspaceExperimentsDict = studioClient . GetAllExperiments ( workspaces ) ;

 var experiments = studioClient . GetAllExperiments ( workspaceSettings ) ;

 var experiments = studioClient . GetAllExperiments ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var experiments = studioClient . GetAllExperiments ( workspace ) ;

經歷

 studioClient . RunExperiment ( workspaceSettings , "experimentId" ) ;

 studioClient . RunExperiment ( "XYZ" , "######" , "" , "experimentId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . RunExperiment ( workspace , "experimentId" ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . RunExperiment ( workspaceSettings , experiment ) ;

 studioClient . RunExperiment ( "XYZ" , "######" , "" , experiment ) ;

 studioClient . RunExperiment ( workspace , experiment ) ;

Runexperiments

 IEnumerable < string > experimentsIds ;

studioClient . RunExperiments ( workspaceSettings , experimentsIds ) ;

 studioClient . RunExperiments ( "XYZ" , "######" , "" , experimentsIds ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . RunExperiments ( workspace , experimentsIds ) ;

 IEnumerable < Experiment > experiments ;

studioClient . RunExperiments ( workspaceSettings , experiments ) ;

 studioClient . RunExperiments ( "XYZ" , "######" , "" , experiments ) ;

 studioClient . RunExperiments ( workspace , experiments ) ;

成棒

 studioClient . RunAllExperiments ( workspaceSettings ) ;

 studioClient . RunAllExperiments ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . RunAllExperiments ( workspace ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . RunAllExperiments ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . RunAllExperiments ( workspaces ) ;

Savepperiment

 studioClient . SaveExperiment ( workspaceSettings , "experimentId" ) ;

 studioClient . SaveExperiment ( "XYZ" , "######" , "" , "experimentId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . SaveExperiment ( workspace , "experimentId" ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . SaveExperiment ( workspaceSettings , experiment ) ;

 studioClient . SaveExperiment ( "XYZ" , "######" , "" , experiment ) ;

 studioClient . SaveExperiment ( workspace , experiment ) ;

保存生效

 IEnumerable < string > experimentsIds ;

studioClient . SaveExperiments ( workspaceSettings , experimentsIds ) ;

 studioClient . SaveExperiments ( "XYZ" , "######" , "" , experimentsIds ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . SaveExperiments ( workspace , experimentsIds ) ;

 IEnumerable < Experiment > experiments ;

studioClient . SaveExperiments ( workspaceSettings , experiments ) ;

 studioClient . SaveExperiments ( "XYZ" , "######" , "" , experiments ) ;

 studioClient . SaveExperiments ( workspace , experiments ) ;

SaveAllexperiments

 studioClient . SaveAllExperiments ( workspaceSettings ) ;

 studioClient . SaveAllExperiments ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . SaveAllExperiments ( workspace ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . SaveAllExperiments ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . SaveAllExperiments ( workspaces ) ;

SaveExperimentas

 studioClient . SaveExperimentAs ( workspaceSettings , "experimentId" , "newName" ) ;

 studioClient . SaveExperimentAs ( "XYZ" , "######" , "" , "experimentId" , "newName" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . SaveExperimentAs ( workspace , "experimentId" , "newName" ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . SaveExperimentAs ( workspaceSettings , experiment , "newName" ) ;

 studioClient . SaveExperimentAs ( "XYZ" , "######" , "" , experiment , "newName" ) ;

 studioClient . SaveExperimentAs ( workspace , experiment , "newName" ) ;

Deleteexperiment

 studioClient . DeleteExperiment ( workspaceSettings , "experimentId" ) ;

 studioClient . DeleteExperiment ( "XYZ" , "######" , "" , "experimentId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteExperiment ( workspace , "experimentId" ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . DeleteExperiment ( workspaceSettings , experiment ) ;

 studioClient . DeleteExperiment ( "XYZ" , "######" , "" , experiment ) ;

 studioClient . DeleteExperiment ( workspace , experiment ) ;

Deleteexperiments

 IEnumerable < string > experimentsIds ;

studioClient . DeleteExperiments ( workspaceSettings , experimentsIds ) ;

 studioClient . DeleteExperiments ( "XYZ" , "######" , "" , experimentsIds ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteExperiments ( workspace , experimentsIds ) ;

 IEnumerable < Experiment > experiments ;

studioClient . DeleteExperiments ( workspaceSettings , experiments ) ;

 studioClient . DeleteExperiments ( "XYZ" , "######" , "" , experiments ) ;

 studioClient . DeleteExperiments ( workspace , experiments ) ;

Deleteallexperiments

 studioClient . DeleteAllExperiments ( workspaceSettings ) ;

 studioClient . DeleteAllExperiments ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . DeleteAllExperiments ( workspace ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . DeleteAllExperiments ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . DeleteAllExperiments ( workspaces ) ;

出口特徵

 studioClient . ExportExperiment ( workspaceSettings , "experimentId" ) ;

 studioClient . ExportExperiment ( "XYZ" , "######" , "" , "experimentId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ExportExperiment ( workspace , "experimentId" ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . ExportExperiment ( workspaceSettings , experiment ) ;

 studioClient . ExportExperiment ( "XYZ" , "######" , "" , experiment ) ;

 studioClient . ExportExperiment ( workspace , experiment ) ;

 studioClient . ExportExperiment ( workspaceSettings , "experimentId" , "outputFilePath" ) ;

 studioClient . ExportExperiment ( "XYZ" , "######" , "" , "experimentId" , "outputFilePath" ) ;

 studioClient . ExportExperiment ( workspace , "experimentId" , "outputFilePath" ) ;

 studioClient . ExportExperiment ( workspaceSettings , experiment , "outputFilePath" ) ;

 studioClient . ExportExperiment ( "XYZ" , "######" , "" , experiment , "outputFilePath" ) ;

 studioClient . ExportExperiment ( workspace , experiment , "outputFilePath" ) ;

出口特徵

 IEnumerable < string > experimentsIds ;

studioClient . ExportExperiments ( workspaceSettings , experimentsIds ) ;

 studioClient . ExportExperiments ( "XYZ" , "######" , "" , experimentsIds ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ExportExperiments ( workspace , experimentsIds ) ;

 IEnumerable < Experiment > experiments ;

studioClient . ExportExperiments ( workspaceSettings , experiments ) ;

 studioClient . ExportExperiments ( "XYZ" , "######" , "" , experiments ) ;

 studioClient . ExportExperiments ( workspace , experiments ) ;

導出體驗

 studioClient . ExportAllExperiments ( workspaceSettings ) ;

 studioClient . ExportAllExperiments ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ExportAllExperiments ( workspace ) ;

進口體驗

 studioClient . ImportExperiment ( workspaceSettings , "inputFilePath" ) ;

 studioClient . ImportExperiment ( "XYZ" , "######" , "" , "inputFilePath" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ImportExperiment ( workspace , "inputFilePath" ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

studioClient . ImportExperiment ( workspacesSettings , "inputFilePath" ) ;

 IEnumerable < Workspace > workspaces ;

studioClient . ImportExperiment ( workspaces , "inputFilePath" ) ;

 studioClient . ImportExperiment ( workspaceSettings , "inputFilePath" , "newName" ) ;

 studioClient . ImportExperiment ( "XYZ" , "######" , "" , "inputFilePath" , "newName" ) ;

 studioClient . ImportExperiment ( workspace , "inputFilePath" , "newName" ) ;

 studioClient . ImportExperiment ( workspacesSettings , "inputFilePath" , "newName" ) ;

 studioClient . ImportExperiment ( workspaces , "inputFilePath" , "newName" ) ;

copypperiment

 studioClient . CopyExperiment ( sourceWorkspaceSettings , "experimentId" , destinationWorkspaceSettings ) ;

 var experiment = new Experiment ;
experiment . ExperimentId = "experimentId" ;

studioClient . CopyExperiment ( sourceWorkspaceSettings , experiment , destinationWorkspaceSettings ) ;

copyepperiments

 IEnumerable < string > experimentsIds ;

studioClient . CopyExperiments ( sourceWorkspaceSettings , experimentsIds , destinationWorkspaceSettings ) ;

 IEnumerable < Experiment > experiments ;

studioClient . CopyExperiments ( sourceWorkspaceSettings , experiments , destinationWorkspaceSettings ) ;

copyAllexperiments

 studioClient . CopyAllExperiments ( sourceWorkspaceSettings , destinationWorkspaceSettings ) ;

GetTrainingModel

 var userAsset = studioClient . GetTrainedModel ( workspaceSettings , "userAssetId" ) ;

 var userAsset = studioClient . GetTrainedModel ( "XYZ" , "######" , "" , "userAssetId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var userAsset = studioClient . GetTrainedModel ( workspace , "userAssetId" ) ;

獲得培訓模型

 var userAssets = studioClient . GetTrainedModels ( workspaceSettings ) ;

 var userAssets = studioClient . GetTrainedModels ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var userAssets = studioClient . GetTrainedModels ( workspace ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

var workspaceUserAssetsDict = studioClient . GetTrainedModels ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

var workspaceUserAssetsDict = studioClient . GetTrainedModels ( workspaces ) ;

getTransform

 var userAsset = studioClient . GetTransform ( workspaceSettings , "userAssetId" ) ;

 var userAsset = studioClient . GetTransform ( "XYZ" , "######" , "" , "userAssetId" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var userAsset = studioClient . GetTransform ( workspace , "userAssetId" ) ;

getTransforms

 var userAssets = studioClient . GetTransforms ( workspaceSettings ) ;

 var userAssets = studioClient . GetTransforms ( "XYZ" , "######" , "" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

var userAssets = studioClient . GetTransforms ( workspace ) ;

 IEnumerable < WorkspaceSettings > workspacesSettings ;

var workspaceUserAssetsDict = studioClient . GetTransforms ( workspacesSettings ) ;

 IEnumerable < Workspace > workspaces ;

var workspaceUserAssetsDict = studioClient . GetTransforms ( workspaces ) ;

modifynodeparameter

 studioClient . ModifyNodeParameter ( workspaceSettings , "experimentId" , "nodeNameComment" , "nodeParameterName" , "value" , "saveAs" ) ;

 studioClient . ModifyNodeParameter ( "XYZ" , "######" , "" , "experimentId" , "nodeNameComment" , "nodeParameterName" , "value" , "saveAs" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ModifyNodeParameter ( workspace , "experimentId" , "nodeNameComment" , "nodeParameterName" , "value" , "saveAs" ) ;

modifyNodeedge

 studioClient . ModifyNodeEdge ( workspaceSettings , "experimentId" , "sourceNodeComment" , "destinationNodeComment" , "saveAs" ) ;

 studioClient . ModifyNodeEdge ( "XYZ" , "######" , "" , "experimentId" , "sourceNodeComment" , "destinationNodeComment" , "saveAs" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . ModifyNodeEdge ( workspace , "experimentId" , "sourceNodeComment" , "destinationNodeComment" , "saveAs" ) ;

addModule

 studioClient . AddModule ( workspaceSettings , "experimentId" , "nameOfNewModule" , "saveAs" ) ;

 studioClient . AddModule ( "XYZ" , "######" , "" , "experimentId" , "nameOfNewModule" , "saveAs" ) ;

 var workspace = new Workspace ( ) ;
workspace . WorkspaceId = "XYZ" ;
workspace . AuthorizationToken . PrimaryToken = "######" ;
workspace . Region = "" ;

studioClient . AddModule ( workspace , "experimentId" , "nameOfNewModule" , "saveAs" ) ;

缺少許多代碼行，但是在此狀態下，您將能夠執行許多基本操作。

測試

其中包含一個單位測試項目，但它是空的，它將在下一個開發的下一個項目中完成。到目前為止，我已經在控制台應用程序中測試了很少的重要操作。

將一個從一個工作空間複製到另一個工作空間，兩者都有相同的定價層和相同的區域：

複製實驗： “導入數據 - 實驗”
源工作區： “ fackwesteuropecommandcenters1'
目的地工作區： “ FakeWesteuropeCustomers1'
在復制實驗之前，應保存實驗並完成運行狀態。

 static void CopyExperimentFromWorkspaceToWorkspaceSamePricingSameRegion ( StudioClient studioClient )
{
    var sourceWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    var destinationWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( sourceWorkspace , experimentId ) ;

    studioClient . CopyExperiment ( sourceWorkspace , experiment , destinationWorkspace ) ;
}

將實驗從一個工作空間複製到另一個工作空間，不同的定價層，但區域相同：

複製實驗： “導入數據 - 實驗”
源工作區： “ fackwesteuropecommandcenters1'
目的地工作區： “ fackewesteuropecustomerdevtest'
在復制實驗之前，應保存實驗並完成運行狀態。

 static void CopyExperimentFromWorkspaceToWorkspaceDifferentPricingSameRegion ( StudioClient studioClient )
{
    var sourceWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    var destinationWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( sourceWorkspace , experimentId ) ;

    studioClient . CopyExperiment ( sourceWorkspace , experiment , destinationWorkspace ) ;
}

將一個從一個工作空間複製到另一個工作空間，兩者都有相同的定價層，但區域不同：

複製實驗： “導入數據 - 實驗”
源工作區： “ fackwesteuropecommandcenters1'
目的地工作區： “ fakesouthcentraluscustomers1'
在復制實驗之前，應保存實驗並完成運行狀態。

 static void CopyExperimentFromWorkspaceToWorkspaceSamePricingDifferentRegion ( StudioClient studioClient )
{
    var sourceWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    var destinationWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( sourceWorkspace , experimentId ) ;

    studioClient . ExportExperiment ( sourceWorkspace , experiment ) ;

    var inputFilePath = @"C:...experimentFileName" ;
    studioClient . ImportExperiment ( destinationWorkspace , inputFilePath , "Copied from other region" ) ;
}

將實驗從一個工作空間複製到另一個工作空間，不同的定價層和不同的區域：

複製實驗： “導入數據 - 實驗”
源工作區： “ fackwesteuropecommandcenters1'
目的地工作區： “ Fakesouthcentralusdevtest”
在復制實驗之前，應保存實驗並完成運行狀態。

 static void CopyExperimentFromWorkspaceToWorkspaceDifferentPricingDifferentRegion ( StudioClient studioClient )
{
    var sourceWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    var destinationWorkspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;
    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( sourceWorkspace , experimentId ) ;

    studioClient . ExportExperiment ( sourceWorkspace , experiment ) ;

    var inputFilePath = @"C:...experimentFileName" ;
    studioClient . ImportExperiment ( destinationWorkspace , inputFilePath , "Copied from other region" ) ;
}

從門戶的角度來看，這就是它的樣子：

修改實驗的節點參數值並覆蓋實驗：

修改實驗： “導入數據 - 實驗”
修改的節點名稱： “導入數據” //通過註釋“導入數據註釋”找到
修改的參數名稱： “數據庫查詢”

 static void ModifyExperimentNodeAndOverwrite ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    studioClient . ModifyNodeParameter ( workspace , experimentId , "Import Data Comment" , "Database Query" , "SELECT Name, ProductNumber, CAST(Weight AS float) Weight r n FROM SalesLT.Product" ) ;
}

修改實驗的節點參數值並保存作為新實驗：

修改實驗： “導入數據 - 實驗”
修改的節點名稱： “導入數據” //通過註釋“導入數據註釋”找到
修改的參數名稱： “數據庫查詢”

 static void ModifyExperimentNodeAndSaveAsAnotherExperiment ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = "West Europe"
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    studioClient . ModifyNodeParameter ( workspace , experimentId , "Import Data Comment" , "Database Query" , "SELECT Name, Color, CAST(Weight AS float) Weight r n FROM SalesLT.Product" , "Import Data - Experiment 2" ) ;
}

從門戶網站的角度來看：

修改模塊（節點）中的連接並覆蓋實驗：

修改實驗： *'連接模塊 - 實驗'

 static void ModifyConnectionWithinTheModulesAndOverwrite ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = ""
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    studioClient . ModifyNodeEdge ( workspace , experimentId , "CSV" , "Dataset" ) ;
}

修改模塊（節點）中的連接並作為新實驗保存：

修改實驗： *'連接模塊 - 實驗'

 static void ModifyConnectionWithinTheModulesAndSaveAsAnotherExperiment ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = ""
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    studioClient . ModifyNodeEdge ( workspace , experimentId , "CSV" , "Dataset" , "Connect Modules - Experiment 2" ) ;
}

從門戶角度來看：

在實驗中添加新模塊並覆蓋它：

修改實驗： “添加模塊 - 實驗”

 static void AddModuleToTheExperimentAndOverwrite ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = ""
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    var nameOfNewModule = "" ;
    //nameOfNewModule hard-coded
    //TODO: make a dictionary of <Module Names, Module IDs>
    //EXAMPLES:
    //Convert to TSV: 506153734175476c4f62416c57734963.1cdbcda42ece49088b87e6b636258d3d.v1-default-1644
    //Convert to Dataset: 506153734175476c4f62416c57734963.72bf58e0fc874bb19704f1805003b975.v1-default-1642

    studioClient . AddModule ( workspace , experimentId , nameOfNewModule ) ;
}

在實驗中添加一個新模塊並作為新模塊：

修改實驗： “添加模塊 - 實驗”

 static void AddModuleToTheExperimentAndSaveAsAnotherExperiment ( StudioClient studioClient )
{
    var workspace = new WorkspaceSettings ( )
    {
        WorkspaceId = "" ,
        AuthorizationToken = "" ,
        Location = ""
    } ;

    //var experiments = studioClient.GetExperiments(sourceWorkspace);
    var experimentId = "" ;
    var experiment = studioClient . GetExperiment ( workspace , experimentId ) ;

    var nameOfNewModule = "" ;
    //nameOfNewModule hard-coded
    //TODO: make a dictionary of <Module Names, Module IDs>
    //EXAMPLES:
    //Convert to TSV: 506153734175476c4f62416c57734963.1cdbcda42ece49088b87e6b636258d3d.v1-default-1644
    //Convert to Dataset: 506153734175476c4f62416c57734963.72bf58e0fc874bb19704f1805003b975.v1-default-1642

    studioClient . AddModule ( workspace , experimentId , nameOfNewModule , "Connect Modules - Experiment 2" ) ;
}

網站的源代碼和門戶網站的視圖：

學習

在編碼該解決方案時，我有很多想法。最重要的是，對於每個實例的命名方法，類，甚至描述摘要，很難保持一致。我試圖確保我一直創建的代碼不會是意大利麵條。解決方案仍在開發中，需要連續支持！可以肯定的是，在許多方面必須進行重構，並且應該實施很少的原則。此外，很少有方法對我來說仍然是一個謎，我將它們留在SDK（ ManagementementService.cs ）中 - 您需要找到它們！

而且，我遇到了門戶本身的幾個錯誤。這些錯誤隱藏在這些複製/保存操作中的某個地方。

正如我在乞討中所寫的那樣 - 這是一個預發行版本，包含許多錯誤和非句法例外（在我的待辦事項列表中實現這些異常）。請注意！！！

隨意貢獻，分叉，修改，合作。我希望這個圖書館會有所幫助。

學分

Borys Rybak-微軟軟件開發工程師：
- azuremlsdk（來源：hai ning的Azuremlps）小型重構中的azureml.studio.core。
- azuremachinearningstudio的整個解決方案
  - Azureml.studio
  - Azureml.studio.ConsoLeApplicationExample
  - azureml.studio.core
  - [正在進行的] azureml.studio.test

有用的材料

框架設計指南
集會和DLL的名稱
.NET標準實施支持
StyleCop分析C＃源代碼
使用dotnet測試和Xunit的單元測試C＃in .NET核心

展開

azure machine learning studio

.NET DLL用於Azure Machine學習工作室管理

概述

描述

解決方案基礎概述

目錄

先決條件

Azure機器學習工作室

免費工作區

Azure訂閱

軟體

工具和圖書館

用法

nuget

發布

要求

配置

營運

GetWorkspace

getWorkspaces

GetWorkspaceusers

GetWorkSpaceSusers

addusertoworkspace

addusertoworkspaces

AdduSerstoworkspace

AdduSerstoworkspaces

getDataSetsetsfromworkspace

fromworkspaces

刪除從工作空間的刪除

從工作空間中刪除

從工作空間中刪除

deletealldatasetsetssetspaces

下載datasetsetspace

下載dataSetsetsfromworkspace

下載fromworkspace的alldatasetsetsetsets

下載fromworkspaces

UploadResourcetOworkspace

uploadResourCestoworkspace

uploadResourcetOworkspaces

uploadResourcestoworkspaces

特有

getexpperiments

getAllexperiments

經歷

Runexperiments

成棒

Savepperiment

保存生效

SaveAllexperiments

SaveExperimentas

Deleteexperiment

Deleteexperiments

Deleteallexperiments

出口特徵

出口特徵

導出體驗

進口體驗

copypperiment

copyepperiments

copyAllexperiments

GetTrainingModel

獲得培訓模型

getTransform

getTransforms

modifynodeparameter

modifyNodeedge

addModule

測試

將一個從一個工作空間複製到另一個工作空間，兩者都有相同的定價層和相同的區域：

將實驗從一個工作空間複製到另一個工作空間，不同的定價層，但區域相同：

將一個從一個工作空間複製到另一個工作空間，兩者都有相同的定價層，但區域不同：

將實驗從一個工作空間複製到另一個工作空間，不同的定價層和不同的區域：

學習

學分

有用的材料