protected override void ProcessRecord()
{
ProgressRecord pr = new ProgressRecord(1, "Deploy Web Service", "Predictive Experiment Name: ");
pr.CurrentOperation = "Getting Predictive Experiment...";
pr.PercentComplete = 1;
WriteProgress(pr);
string rawJson = string.Empty;
Experiment exp = Sdk.GetExperimentById(GetWorkspaceSetting(), PredictiveExperimentId, out rawJson);
pr.StatusDescription += exp.Description;
pr.CurrentOperation = "Deploying web service";
pr.PercentComplete = 2;
WriteProgress(pr);
WebServiceCreationStatus status = Sdk.DeployWebServiceFromPredictiveExperiment(GetWorkspaceSetting(), PredictiveExperimentId, Update.IsPresent);
while (status.Status != "Completed")
{
if (pr.PercentComplete == 100)
{
pr.PercentComplete = 1;
}
pr.PercentComplete++;
WriteProgress(pr);
status = Sdk.GetWebServiceCreationStatus(GetWorkspaceSetting(), status.ActivityId);
}
pr.PercentComplete = 100;
WriteProgress(pr);
WriteObject(Sdk.GetWebServicesById(GetWorkspaceSetting(), status.WebServiceGroupId));
}
public override async Task <ActionResponse> ExecuteActionAsync(ActionRequest request)
{
var azureToken = request.DataStore.GetJson("AzureToken")["access_token"].ToString();
var subscription = request.DataStore.GetJson("SelectedSubscription")["SubscriptionId"].ToString();
var workspaceName = request.DataStore.GetValue("WorkspaceName");
var experimentName = request.DataStore.GetValue("ExperimentName");
var webserviceJson = request.DataStore.GetValue("AzureMLWebService");
ManagementSDK azuremlClient = new ManagementSDK();
var workspaces = azuremlClient.GetWorkspacesFromRdfe(azureToken, subscription);
var workspace = workspaces.SingleOrDefault(p => p.Name.ToLowerInvariant() == workspaceName.ToLowerInvariant());
if (workspace == null)
{
return(new ActionResponse(ActionStatus.Failure, null, null, string.Empty, "Workspace not found"));
}
var workspaceSettings = new WorkspaceSetting()
{
AuthorizationToken = workspace.AuthorizationToken.PrimaryToken,
Location = workspace.Region,
WorkspaceId = workspace.Id
};
var experiments = azuremlClient.GetExperiments(workspaceSettings);
var experiment = experiments.LastOrDefault(p => p.Description.ToLowerInvariant() == experimentName.ToLowerInvariant());
if (experiment == null)
{
return(new ActionResponse(ActionStatus.Failure, null, null, string.Empty, "Experiment not found"));
}
WebServiceCreationStatus webservice = JsonConvert.DeserializeObject <WebServiceCreationStatus>(webserviceJson);
while (true)
{
await Task.Delay(5000);
webservice = azuremlClient.GetWebServiceCreationStatus(workspaceSettings, webservice.ActivityId);
if ("Completed" == webservice.Status)
{
return(new ActionResponse(ActionStatus.Success));
}
else if ("Pending" == webservice.Status)
{
continue;
}
return(new ActionResponse(ActionStatus.Failure, webservice));
}
}
public WebServiceCreationStatus GetWebServiceCreationStatus(WorkspaceSetting setting, string activityId)
{
ValidateWorkspaceSetting(setting);
Util.AuthorizationToken = setting.AuthorizationToken;
string queryUrl = StudioApi + string.Format("workspaces/{0}/experiments/{1}/webservice", setting.WorkspaceId, activityId);
HttpResult hr = Util.HttpGet(queryUrl).Result;
if (hr.IsSuccess)
{
WebServiceCreationStatus status = jss.Deserialize <WebServiceCreationStatus>(hr.Payload);
return(status);
}
else
{
throw new AmlRestApiException(hr);
}
}
public WebServiceCreationStatus DeployWebServiceFromPredictiveExperiment(WorkspaceSetting setting, string predictiveExperimentId, bool updateExistingWebServiceDefaultEndpoint)
{
ValidateWorkspaceSetting(setting);
Util.AuthorizationToken = setting.AuthorizationToken;
string queryUrl = StudioApi + string.Format("workspaces/{0}/experiments/{1}/webservice?generateNewPortNames=false{2}", setting.WorkspaceId, predictiveExperimentId, updateExistingWebServiceDefaultEndpoint ? "&updateExistingWebService=true" : "");
HttpResult hr = Util.HttpPost(queryUrl, string.Empty).Result;
if (hr.IsSuccess)
{
WebServiceCreationStatus status = jss.Deserialize <WebServiceCreationStatus>(hr.Payload);
return(status);
}
else
{
throw new AmlRestApiException(hr);
}
}
protected override void ProcessRecord()
{
ProgressRecord pr = new ProgressRecord(1, "Deploy Web Service", "Predictive Experiment Name: ");
pr.CurrentOperation = "Getting Predictive Experiment...";
pr.PercentComplete = 1;
WriteProgress(pr);
string rawJson = string.Empty;
Experiment exp = Sdk.GetExperimentById(GetWorkspaceSetting(), PredictiveExperimentId, out rawJson);
if (exp.Status.StatusCode != "Finished")
{
// if (exp.Status.StatusCode == "InDraft")
// WriteWarning("Experiment is in draft mode. You should run the experiment first before deploying the web service.");
// else
//throw new Exception(string.Format("Experiment status is {0}. Web service cannot be created.", exp.Status.StatusCode));
throw new Exception("Experiment must be in Finished state. The current state is: " + exp.Status.StatusCode);
}
pr.StatusDescription += exp.Description;
pr.CurrentOperation = "Deploying web service";
pr.PercentComplete = 2;
WriteProgress(pr);
WebServiceCreationStatus status = Sdk.DeployWebServiceFromPredictiveExperiment(GetWorkspaceSetting(), PredictiveExperimentId, Update.IsPresent);
while (status.Status != "Completed")
{
if (pr.PercentComplete == 100)
{
pr.PercentComplete = 1;
}
pr.PercentComplete++;
WriteProgress(pr);
status = Sdk.GetWebServiceCreationStatus(GetWorkspaceSetting(), status.ActivityId);
}
pr.PercentComplete = 100;
WriteProgress(pr);
WriteObject(Sdk.GetWebServicesById(GetWorkspaceSetting(), status.WebServiceGroupId));
}
