C# Class AzureML.ManagementSDK

Show file Open project: hning86/azuremlps Class Usage Examples

Public Properties

Property	Type	Description
GraphLayoutApi	string
StudioApi	string
WebServiceApi	string

Public Methods

Method	Description
AddWebServiceEndpoint ( WorkspaceSetting setting, AddWebServiceEndpointRequest req ) : void
AddWorkspaceUsers ( WorkspaceSetting setting, string emails, string role ) : void
AutoLayoutGraph ( string jsonGraph ) : string
BeginParseCustomModuleJob ( WorkspaceSetting setting, string moduleUploadMetadata ) : string
CreateWorkspace ( string managementCertThumbprint, string azureSubscriptionId, string workspaceName, string location, string storageAccountName, string storageAccountKey, string ownerEmail, string source ) : Task
DeleteDataset ( WorkspaceSetting setting, string datasetFamilyId ) : void
DeployWebServiceFromPredictiveExperiment ( WorkspaceSetting setting, string predictiveExperimentId, bool updateExistingWebServiceDefaultEndpoint ) : WebServiceCreationStatus
DownloadDatasetAsync ( WorkspaceSetting setting, string datasetId, string filename ) : System.Threading.Tasks.Task
DownloadFileAsync ( string url, string filename ) : System.Threading.Tasks.Task
ExportAmlWebServiceDefinitionFromExperiment ( WorkspaceSetting setting, string experimentId ) : string
GetActivityStatus ( WorkspaceSetting setting, string activityId, bool isPacking ) : PackingServiceActivity
GetBESJobStatus ( string submitJobRequestUrl, string apiKey, string jobId, string &results ) : string
GetCreateWorkspaceStatus ( string managementCertThumbprint, string azureSubscriptionId, string workspaceId, string region ) : WorkspaceRdfe
GetCustomModuleBuildJobStatus ( WorkspaceSetting setting, string activityGroupId ) : string
GetDataset ( WorkspaceSetting setting ) : AzureML.Contract.Dataset[]
GetDatasetSchemaGenStatus ( WorkspaceSetting setting, string dataSourceId ) : string
GetExperimentById ( WorkspaceSetting setting, string experimentId, string &rawJson ) : Experiment
GetExperiments ( WorkspaceSetting setting ) : AzureML.Contract.Experiment[]
GetModules ( WorkspaceSetting setting ) : AzureML.Contract.Module[]
GetTrainedModels ( WorkspaceSetting setting ) : AzureML.Contract.UserAsset[]
GetTransforms ( WorkspaceSetting setting ) : AzureML.Contract.UserAsset[]
GetWebServiceCreationStatus ( WorkspaceSetting setting, string activityId ) : WebServiceCreationStatus
GetWebServiceEndpointByName ( WorkspaceSetting setting, string webServiceId, string epName ) : WebServiceEndPoint
GetWebServiceEndpoints ( WorkspaceSetting setting, string webServiceId ) : AzureML.Contract.WebServiceEndPoint[]
GetWebServicesById ( WorkspaceSetting setting, string webServiceId ) : WebService
GetWebServicesInWorkspace ( WorkspaceSetting setting ) : AzureML.Contract.WebService[]
GetWorkspaceFromAmlRP ( WorkspaceSetting setting ) : Workspace
GetWorkspaceUsers ( WorkspaceSetting setting ) : AzureML.Contract.WorkspaceUser[]
GetWorkspacesFromRdfe ( string managementCertThumbprint, string azureSubscriptionId ) : AzureML.Contract.WorkspaceRdfe[]
InvokeRRS ( string PostRequestUrl, string apiKey, string input ) : string
ManagementSDK ( ) : AzureML.Contract
PackExperiment ( WorkspaceSetting setting, string experimentId ) : PackingServiceActivity
PatchWebServiceEndpoint ( WorkspaceSetting setting, string webServiceId, string endpointName, dynamic patchReq ) : void
PromoteUserAsset ( WorkspaceSetting setting, string experimentId, string nodeId, string nodeOutputName, string assetName, string assetDescription, UserAssetType assetType, string familyId ) : void
RefreshWebServiceEndPoint ( WorkspaceSetting setting, string webServiceId, string endpointName, bool overwriteResources ) : bool
RemoveExperimentById ( WorkspaceSetting setting, string ExperimentId ) : void
RemoveWebServiceById ( WorkspaceSetting setting, string webServiceId ) : void
RemoveWebServiceEndpoint ( WorkspaceSetting setting, string webServiceId, string endpointName ) : void
RemoveWorkspace ( string managementCertThumbprint, string azureSubscriptionId, string workspaceId, string region ) : void
RunExperiment ( WorkspaceSetting setting, Experiment exp, string rawJson ) : void
SaveExperiment ( WorkspaceSetting setting, Experiment exp, string rawJson ) : void
SaveExperimentAs ( WorkspaceSetting setting, Experiment exp, string rawJson, string newName ) : void
StartBESJob ( string submitJobRequestUrl, string apiKey, string jobId ) : void
StartDatasetSchemaGen ( WorkspaceSetting setting, string dataTypeId, string uploadFileId, string datasetName, string description, string uploadFileName ) : string
SubmitBESJob ( string submitJobRequestUrl, string apiKey, string jobConfig ) : string
UnpackExperiment ( WorkspaceSetting setting, string packedLocation, string sourceRegion ) : PackingServiceActivity
UnpackExperimentFromGallery ( WorkspaceSetting setting, string packageUri, string galleryUrl, string entityId ) : PackingServiceActivity
UpdateNodesPositions ( string jsonGraph, StudioGraph graph ) : string
UploadResource ( WorkspaceSetting setting, string fileFormat ) : string
UploadResourceAsnyc ( WorkspaceSetting setting, string fileFormat, string fileName ) : Task
UploadResourceInChunksAsnyc ( WorkspaceSetting setting, int numOfBlocks, int blockId, string uploadId, string fileName, string fileFormat ) : Task

Private Methods

Method	Description
CreateStudioGraph ( dynamic dag ) : StudioGraph
CreateSubmitExperimentRequest ( Experiment exp, string rawJson, bool runExperiment, string newName, bool createNewCopy ) : string
ExtractNodesFromXml ( string xml ) : List
GetExperimentGraphFromJson ( string rawJson ) : string
GetExperimentWebServiceFromJson ( string rawJson ) : string
GetRdfeHttpRequest ( string managementCertThumbprint, string reqUrl, string method ) : HttpWebRequest
GetStoreCertificate ( string thumbprint ) : X509Certificate2
InsertNodesIntoGraph ( dynamic dag, StudioGraph graph, string section ) : void
ManagementSDK ( string sdkName ) : AzureML.Contract
SetAPIEndpoints ( string key, string postfix ) : void
SetApiUrl ( string location ) : void
SubmitExperiment ( WorkspaceSetting setting, Experiment exp, string rawJson, string newName, bool createNewCopy, bool run ) : void
ValidateWorkspaceSetting ( WorkspaceSetting setting ) : void

Method Details

AddWebServiceEndpoint() public method

public AddWebServiceEndpoint ( WorkspaceSetting setting, AddWebServiceEndpointRequest req ) : void
setting	AzureML.Contract.WorkspaceSetting
req	AzureML.Contract.AddWebServiceEndpointRequest
return	void

AddWorkspaceUsers() public method

public AddWorkspaceUsers ( WorkspaceSetting setting, string emails, string role ) : void
setting	AzureML.Contract.WorkspaceSetting
emails	string
role	string
return	void

AutoLayoutGraph() public method

public AutoLayoutGraph ( string jsonGraph ) : string
jsonGraph	string
return	string

BeginParseCustomModuleJob() public method

public BeginParseCustomModuleJob ( WorkspaceSetting setting, string moduleUploadMetadata ) : string
setting	AzureML.Contract.WorkspaceSetting
moduleUploadMetadata	string
return	string

CreateWorkspace() public method

public CreateWorkspace ( string managementCertThumbprint, string azureSubscriptionId, string workspaceName, string location, string storageAccountName, string storageAccountKey, string ownerEmail, string source ) : Task
managementCertThumbprint	string
azureSubscriptionId	string
workspaceName	string
location	string
storageAccountName	string
storageAccountKey	string
ownerEmail	string
source	string
return	Task

DeleteDataset() public method

public DeleteDataset ( WorkspaceSetting setting, string datasetFamilyId ) : void
setting	AzureML.Contract.WorkspaceSetting
datasetFamilyId	string
return	void

DeployWebServiceFromPredictiveExperiment() public method

public DeployWebServiceFromPredictiveExperiment ( WorkspaceSetting setting, string predictiveExperimentId, bool updateExistingWebServiceDefaultEndpoint ) : WebServiceCreationStatus
setting	AzureML.Contract.WorkspaceSetting
predictiveExperimentId	string
updateExistingWebServiceDefaultEndpoint	bool
return	AzureML.Contract.WebServiceCreationStatus

DownloadDatasetAsync() public method

public DownloadDatasetAsync ( WorkspaceSetting setting, string datasetId, string filename ) : System.Threading.Tasks.Task
setting	AzureML.Contract.WorkspaceSetting
datasetId	string
filename	string
return	System.Threading.Tasks.Task

DownloadFileAsync() public method

public DownloadFileAsync ( string url, string filename ) : System.Threading.Tasks.Task
url	string
filename	string
return	System.Threading.Tasks.Task

ExportAmlWebServiceDefinitionFromExperiment() public method

public ExportAmlWebServiceDefinitionFromExperiment ( WorkspaceSetting setting, string experimentId ) : string
setting	AzureML.Contract.WorkspaceSetting
experimentId	string
return	string

GetActivityStatus() public method

public GetActivityStatus ( WorkspaceSetting setting, string activityId, bool isPacking ) : PackingServiceActivity
setting	AzureML.Contract.WorkspaceSetting
activityId	string
isPacking	bool
return	AzureML.Contract.PackingServiceActivity

GetBESJobStatus() public method

public GetBESJobStatus ( string submitJobRequestUrl, string apiKey, string jobId, string &results ) : string
submitJobRequestUrl	string
apiKey	string
jobId	string
results	string
return	string

GetCreateWorkspaceStatus() public method

public GetCreateWorkspaceStatus ( string managementCertThumbprint, string azureSubscriptionId, string workspaceId, string region ) : WorkspaceRdfe
managementCertThumbprint	string
azureSubscriptionId	string
workspaceId	string
region	string
return	AzureML.Contract.WorkspaceRdfe

GetCustomModuleBuildJobStatus() public method

public GetCustomModuleBuildJobStatus ( WorkspaceSetting setting, string activityGroupId ) : string
setting	AzureML.Contract.WorkspaceSetting
activityGroupId	string
return	string

GetDataset() public method

public GetDataset ( WorkspaceSetting setting ) : AzureML.Contract.Dataset[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.Dataset[]

GetDatasetSchemaGenStatus() public method

public GetDatasetSchemaGenStatus ( WorkspaceSetting setting, string dataSourceId ) : string
setting	AzureML.Contract.WorkspaceSetting
dataSourceId	string
return	string

GetExperimentById() public method

public GetExperimentById ( WorkspaceSetting setting, string experimentId, string &rawJson ) : Experiment
setting	AzureML.Contract.WorkspaceSetting
experimentId	string
rawJson	string
return	AzureML.Contract.Experiment

GetExperiments() public method

public GetExperiments ( WorkspaceSetting setting ) : AzureML.Contract.Experiment[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.Experiment[]

GetModules() public method

public GetModules ( WorkspaceSetting setting ) : AzureML.Contract.Module[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.Module[]

GetTrainedModels() public method

public GetTrainedModels ( WorkspaceSetting setting ) : AzureML.Contract.UserAsset[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.UserAsset[]

GetTransforms() public method

public GetTransforms ( WorkspaceSetting setting ) : AzureML.Contract.UserAsset[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.UserAsset[]

GetWebServiceCreationStatus() public method

public GetWebServiceCreationStatus ( WorkspaceSetting setting, string activityId ) : WebServiceCreationStatus
setting	AzureML.Contract.WorkspaceSetting
activityId	string
return	AzureML.Contract.WebServiceCreationStatus

GetWebServiceEndpointByName() public method

public GetWebServiceEndpointByName ( WorkspaceSetting setting, string webServiceId, string epName ) : WebServiceEndPoint
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
epName	string
return	AzureML.Contract.WebServiceEndPoint

GetWebServiceEndpoints() public method

public GetWebServiceEndpoints ( WorkspaceSetting setting, string webServiceId ) : AzureML.Contract.WebServiceEndPoint[]
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
return	AzureML.Contract.WebServiceEndPoint[]

GetWebServicesById() public method

public GetWebServicesById ( WorkspaceSetting setting, string webServiceId ) : WebService
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
return	AzureML.Contract.WebService

GetWebServicesInWorkspace() public method

public GetWebServicesInWorkspace ( WorkspaceSetting setting ) : AzureML.Contract.WebService[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.WebService[]

GetWorkspaceFromAmlRP() public method

public GetWorkspaceFromAmlRP ( WorkspaceSetting setting ) : Workspace
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.Workspace

GetWorkspaceUsers() public method

public GetWorkspaceUsers ( WorkspaceSetting setting ) : AzureML.Contract.WorkspaceUser[]
setting	AzureML.Contract.WorkspaceSetting
return	AzureML.Contract.WorkspaceUser[]

GetWorkspacesFromRdfe() public method

public GetWorkspacesFromRdfe ( string managementCertThumbprint, string azureSubscriptionId ) : AzureML.Contract.WorkspaceRdfe[]
managementCertThumbprint	string
azureSubscriptionId	string
return	AzureML.Contract.WorkspaceRdfe[]

InvokeRRS() public method

public InvokeRRS ( string PostRequestUrl, string apiKey, string input ) : string
PostRequestUrl	string
apiKey	string
input	string
return	string

ManagementSDK() public method

public ManagementSDK ( ) : AzureML.Contract
return	AzureML.Contract

PackExperiment() public method

public PackExperiment ( WorkspaceSetting setting, string experimentId ) : PackingServiceActivity
setting	AzureML.Contract.WorkspaceSetting
experimentId	string
return	AzureML.Contract.PackingServiceActivity

PatchWebServiceEndpoint() public method

public PatchWebServiceEndpoint ( WorkspaceSetting setting, string webServiceId, string endpointName, dynamic patchReq ) : void
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
endpointName	string
patchReq	dynamic
return	void

PromoteUserAsset() public method

public PromoteUserAsset ( WorkspaceSetting setting, string experimentId, string nodeId, string nodeOutputName, string assetName, string assetDescription, UserAssetType assetType, string familyId ) : void
setting	AzureML.Contract.WorkspaceSetting
experimentId	string
nodeId	string
nodeOutputName	string
assetName	string
assetDescription	string
assetType	UserAssetType
familyId	string
return	void

RefreshWebServiceEndPoint() public method

public RefreshWebServiceEndPoint ( WorkspaceSetting setting, string webServiceId, string endpointName, bool overwriteResources ) : bool
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
endpointName	string
overwriteResources	bool
return	bool

RemoveExperimentById() public method

public RemoveExperimentById ( WorkspaceSetting setting, string ExperimentId ) : void
setting	AzureML.Contract.WorkspaceSetting
ExperimentId	string
return	void

RemoveWebServiceById() public method

public RemoveWebServiceById ( WorkspaceSetting setting, string webServiceId ) : void
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
return	void

RemoveWebServiceEndpoint() public method

public RemoveWebServiceEndpoint ( WorkspaceSetting setting, string webServiceId, string endpointName ) : void
setting	AzureML.Contract.WorkspaceSetting
webServiceId	string
endpointName	string
return	void

RemoveWorkspace() public method

public RemoveWorkspace ( string managementCertThumbprint, string azureSubscriptionId, string workspaceId, string region ) : void
managementCertThumbprint	string
azureSubscriptionId	string
workspaceId	string
region	string
return	void

RunExperiment() public method

public RunExperiment ( WorkspaceSetting setting, Experiment exp, string rawJson ) : void
setting	AzureML.Contract.WorkspaceSetting
exp	AzureML.Contract.Experiment
rawJson	string
return	void

SaveExperiment() public method

public SaveExperiment ( WorkspaceSetting setting, Experiment exp, string rawJson ) : void
setting	AzureML.Contract.WorkspaceSetting
exp	AzureML.Contract.Experiment
rawJson	string
return	void

SaveExperimentAs() public method

public SaveExperimentAs ( WorkspaceSetting setting, Experiment exp, string rawJson, string newName ) : void
setting	AzureML.Contract.WorkspaceSetting
exp	AzureML.Contract.Experiment
rawJson	string
newName	string
return	void

StartBESJob() public method

public StartBESJob ( string submitJobRequestUrl, string apiKey, string jobId ) : void
submitJobRequestUrl	string
apiKey	string
jobId	string
return	void

StartDatasetSchemaGen() public method

public StartDatasetSchemaGen ( WorkspaceSetting setting, string dataTypeId, string uploadFileId, string datasetName, string description, string uploadFileName ) : string
setting	AzureML.Contract.WorkspaceSetting
dataTypeId	string
uploadFileId	string
datasetName	string
description	string
uploadFileName	string
return	string

SubmitBESJob() public method

public SubmitBESJob ( string submitJobRequestUrl, string apiKey, string jobConfig ) : string
submitJobRequestUrl	string
apiKey	string
jobConfig	string
return	string

UnpackExperiment() public method

public UnpackExperiment ( WorkspaceSetting setting, string packedLocation, string sourceRegion ) : PackingServiceActivity
setting	AzureML.Contract.WorkspaceSetting
packedLocation	string
sourceRegion	string
return	AzureML.Contract.PackingServiceActivity

UnpackExperimentFromGallery() public method

public UnpackExperimentFromGallery ( WorkspaceSetting setting, string packageUri, string galleryUrl, string entityId ) : PackingServiceActivity
setting	AzureML.Contract.WorkspaceSetting
packageUri	string
galleryUrl	string
entityId	string
return	AzureML.Contract.PackingServiceActivity

UpdateNodesPositions() public method

public UpdateNodesPositions ( string jsonGraph, StudioGraph graph ) : string
jsonGraph	string
graph	AzureML.Contract.StudioGraph
return	string

UploadResource() public method

public UploadResource ( WorkspaceSetting setting, string fileFormat ) : string
setting	AzureML.Contract.WorkspaceSetting
fileFormat	string
return	string

UploadResourceAsnyc() public method

public UploadResourceAsnyc ( WorkspaceSetting setting, string fileFormat, string fileName ) : Task
setting	AzureML.Contract.WorkspaceSetting
fileFormat	string
fileName	string
return	Task

UploadResourceInChunksAsnyc() public method

public UploadResourceInChunksAsnyc ( WorkspaceSetting setting, int numOfBlocks, int blockId, string uploadId, string fileName, string fileFormat ) : Task
setting	AzureML.Contract.WorkspaceSetting
numOfBlocks	int
blockId	int
uploadId	string
fileName	string
fileFormat	string
return	Task

Property Details

GraphLayoutApi public property

public string GraphLayoutApi
return	string

StudioApi public property

public string StudioApi
return	string

WebServiceApi public property

public string WebServiceApi
return	string