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Azure IoT Predictive Maintenance preconfigured solution

License: Other

C# 67.27% PowerShell 12.24% Batchfile 0.68% TypeScript 5.04% ASP.NET 0.05% Less 9.07% HTML 5.65%

azure-iot-predictive-maintenance's Introduction

Note: As of December 10th 2020, Predictive Maintenance solution accelerator is no longer supported. All supporting repositories have been archived. Check the FAQ to learn more.

Microsoft Azure IoT Suite

You can deploy preconfigured solutions that implement common Internet of Things (IoT) scenarios to Microsoft Azure using your Azure subscrption. You can use preconfigured solutions:

as a starting point for your own IoT solution.
to learn about the most common patterns in IoT solution design and development.

Each preconfigured solution implements a common IoT scenario and is a complete, end-to-end implementation. You can deploy the Azure IoT Suite predictive maintenance preconfigured solution from https://www.azureiotsuite.com, following the guidance on provisioning pre-configured solutions outlined in this document. In addition, you can download the complete source code from this repository to customize and extend the solution to meet your specific requirements.

Predictive Maintenance pre-configured solution

The predictive maintenance pre-configured solution illustrates how you can predict the point when failure is likely to occur. The solution combines key Azure IoT Suite services, including an ML workspace complete with experiments for predicting the Remaining Useful Life (RUL) of an aircraft engine, based on a public sample data set.

Contents of this repository

Docs folder:

Set up development environment (Windows) outlines the prerequisites for deploying the remote monitoring preconfigured solution.
Cloud deployment describes building and deploying the remote monitoring preconfigured solution fully on Azure.
Tutorial: modify the Remaining Useful Life predictive experiment is a short walk through on modifying the Azure ML model slightly and making appropriate modifications to accommodate this.

EventProcessor folder:

Azure Worker Role that hosts an Event Hub EventProcessorHost instance to handle the event data from the devices forwarding event data to other back-end services or to the remote monitoring site

Visual Studio solution:

PredictiveMaintenance: contains the source code for the whole preconfigured solution, including the solution portal web app, the EventProcessor web job, and the Simulator web job.

Feedback

Have ideas for how we can improve Azure IoT? Give us Feedback.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

azure-iot-predictive-maintenance's People

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b3540 farukc magoroku15 kadriumay dbbevan xiangyan99 frederik1 chrisschaller juanlp billmoling byunggakjun manashty mashz yym2020-zz aswinamirtharaj wangyihaier engalex knalla66 acornsoft abuzerbuldozer windowsllc dkborodin venkateshbr wangtianyang ioecommunitynetwork lulzzz zhyhhust mzkaramat ercenk phupaa-zz norberto-enomoto wonmin1 dwivedideepak giegloop nishad1092 dluc sasauz manojmone auswang yucnet ujjwalmsft dragonxu djghostmachine github2alfred vedasha trothgit maknju mraipsec-mra jasonczmeng dean501088 nuspect-alan aimwts qeredamos killkty gucchiy rajeevchugh1980 hd-wu isabella232 akashmavle5 genvio wiiki0807 dheiver-santos astridstar ai-jie01 sourcecodecheck

azure-iot-predictive-maintenance's Issues

How to address this error message? Version 0.9.6; update to 1.0.3 and run again.

Run C:\azure-iot-predictive-maintenance\build.cmd local

An error message appears:

C:\azure-iot-predictive-maintenance>C:\Windows\system32\WindowsPowerShell\v1.0\powershell.exe -ExecutionPo
licy Unrestricted -Command C:\azure-iot-predictive-maintenance\Common\Deployment\PrepareIoTSample.ps1 -en
vironmentName local -configuration Debug
Version 0.9.6; update to 1.0.3 and run again.
At C:\azure-iot-predictive-maintenance\Common\Deployment\DeploymentLib.ps1:1148 char:5

throw "Version $($module.Version.Major).$($module.Version.Minor).$($module.V ...

- CategoryInfo          : OperationStopped: (Version 0.9.6; ... and run again.:String) [], RuntimeException
- FullyQualifiedErrorId : Version 0.9.6; update to 1.0.3 and run again.

Error C:\Windows\system32\WindowsPowerShell\v1.0\powershell.exe -ExecutionPolicy Unrestricted -Command C:
azure-iot-predictive-maintenance\Common\Deployment\PrepareIoTSample.ps1 -environmentName local -configuration Debug
Arguments: build.cmd "Command" "Configuration" "EnvironmentName" "ActionType"
Command: build (just builds); local (config local); cloud (config cloud, build, and deploy)
Configuration: build configuration either Debug or Release; default is Debug
EnvironmentName: Name of cloud environment to deploy - default is local
ECHO is on.
eg.
build - build.cmd build
local deployment: build.cmd local
cloud deployment: build.cmd cloud release mydeployment

Wasn't able to F5 this solution in Visual Studio 2017

Please update this solution so that it can be local started in latest VS. Thanks

FullyQualifiedErrorId : Unable to create workspace 'LocalPM'

run build.cmd local

an error occurred after having selected the storage location and my account: " FullyQualifiedErrorId : Unable to create workspace 'LocalPM'"

Could you tell me what to do? restart everything?

Successfully assigned user to application 'localApp' as role 'Admin'
2016-04-02T02:10:46.4617031+02:00 - Added AADTenant with value 7d92164d81b0
2016-04-02T02:10:46.4757039+02:00 - Added AADMetadataAddress with value https://login.windows.net/7d92164d/FederationMetadata/2007-06/FederationMetadata.xml
2016-04-02T02:10:46.4887046+02:00 - Added AADAudience with value https://localhost:44305/iotsuite
2016-04-02T02:10:46.4967051+02:00 - Added AADRealm with value https://localhost:44305/iotsuite
2016-04-02T02:10:46.6037112+02:00 - Creating ML workspace: LocalPM
2016-04-02T02:10:47.2477480+02:00 - Creating new storage account: mllocalpme10e6

Unable to create workspace 'LocalPM'
At C:\dev\ro-github\azure-iot-predictive-maintenance\Common\Deployment\DeploymentLib.ps1:639 char:13

        throw ("Unable to create workspace '{0}'" -f $name)

```
        ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
```
- CategoryInfo : OperationStopped: (Unable to create workspace 'LocalPM':String) [], RuntimeException
- FullyQualifiedErrorId : Unable to create workspace 'LocalPM'

Error C:\Windows\system32\WindowsPowerShell\v1.0\powershell.exe -ExecutionPolicy Unrestricted -Command C:\dev\ro-github
azure-iot-predictive-maintenance\Common\Deployment\PrepareIoTSample.ps1 -environmentName local -configuration Debug
Arguments: build.cmd "Command" "Configuration" "EnvironmentName" "ActionType"
Command: build (just builds); local (config local); cloud (config cloud, build, and deploy)
Configuration: build configuration either Debug or Release; default is Debug
EnvironmentName: Name of cloud environment to deploy - default is local
ECHO is on.
eg.
build - build.cmd build
local deployment: build.cmd local
cloud deployment: build.cmd cloud release mydeployment

Authorization error while accessing ML studio workspace or Launching the application

Step to reproduce:

Create a PdM solution from https://www.azureiotsolutions.com/Accelerators
Launch application
Access Azure ML studio workspace

Expected behavior:
Access both Azure ML studio workspace and Launch application without an issue.

Actual behavior:
If MSFT tenant is used, launching application fails with authorization error.
If non MSFT tenant is used, accessing ML studio workspace fails with authorization error.

[FeatureRequest] .Net Core based example

Will be nice to have this project on latest technologies like .net core, instead of .net framework

Cloud deployment succeeds but Web App unreachable

My deployment in Azure succeeds but ends with that warning: "website unable to resolve https://predictivecrm.azurewebsites.net". The solution dashboard is indeed unreachable while everything looks fine in Azure (see attached screenshots).

I might be missing something but can't figure out what...

Globalization bug: RUL

Globalization bug: sensor data from non-English browsers causes RUL to not calculate.

Workaround: set your browser settings to English to resolve the issue in the meantime.

doesn't deploy to cloud

Pulled the code for this and within VS 2017 professional ran the command for cloud deploy as below:

please advise as to what is missing.

Unable to generate SAS token for uploaded build release on blob storage

The SAS token is supposedly generated here:
https://github.com/Azure/azure-iot-predictive-maintenance/blob/master/Common/Deployment/DeploymentLib.ps1#L458
But it is empty and fail the websites provisioning with conflict state in CLI deployment.

When creating ML workspace during local provisioning I got 'The underlying connection was closed: A connection that was expected to be kept alive was closed by the server.'

Hi,

When creating ML workspace during provisioning using 'build local' I got 'The underlying connection was closed: A connection that was expected to be kept alive was closed by the server.'. If I comment the correspondning part in PrepareIoTSample, the rest of the provisioning runs through. If I create a Machine Learning workspace manually with the expected LocalPM name, the GetMLWorkspaceByName function does not finds it.
The Azure Power Shell module is the latest (3.8.0), I had to replace the Select-AzureRmProfile calls with Import-AzureRmContext calls.
Please find below the verbose log, I added some minor logging in addition.
Thank you,

Tibi

Acure Power Shell module is the latest (3.8.0), I had to replace the Select-AzureRmProfile calls with Import-AzureRmContext calls.

D:\Work\DoIt\PredMaintenance\src>build local

D:\Work\DoIt\PredMaintenance\src>ECHO environmentName local configuration Debug
environmentName local configuration Debug

D:\Work\DoIt\PredMaintenance\src>"C:\WINDOWS\system32\WindowsPowerShell\v1.0\powershell.exe" -ExecutionPolicy Unrestricted -Command "& ""D:\Work\DoIt\PredMaintenance\src\Common\Deployment\PrepareIoTSample.ps1""" -environmentName local -configuration Debug
VERBOSE: Populating RepositorySourceLocation property for module Azure.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\Azure\3.8.0.\Automation\Microsoft.Azure.Commands.Automation.dll'.
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VERBOSE: Populating RepositorySourceLocation property for module AzureRM.HDInsight.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.HDInsight\2.8.0.\Microsoft.Azure.Commands.HDInsight.dll'.
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VERBOSE: Populating RepositorySourceLocation property for module AzureRM.Insights.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.Insights\2.8.0.\Microsoft.Azure.Commands.Insights.dll'.
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VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.IotHub\1.4.0.\Microsoft.Azure.Commands.IotHub.dll'.
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VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.KeyVault\2.8.0.\Microsoft.Azure.Commands.KeyVault.dll'.
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VERBOSE: Populating RepositorySourceLocation property for module AzureRM.LogicApp.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.LogicApp\2.8.0.\Microsoft.Azure.Commands.LogicApp.dll'.
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VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.Network\3.7.0.\Microsoft.Azure.Commands.Network.dll'.
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VERBOSE: Populating RepositorySourceLocation property for module AzureRM.RecoveryServices.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.RecoveryServices\2.8.0.\Microsoft.Azure.Commands.RecoveryServices.ARM.dll'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.RecoveryServices\2.8.0\AzureRM.RecoveryServices.psm1'.
VERBOSE: Populating RepositorySourceLocation property for module AzureRM.RecoveryServices.Backup.
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Files\WindowsPowerShell\Modules\AzureRM.RecoveryServices.Backup\2.8.0.\Microsoft.Azure.Commands.RecoveryServices.Backup.dll'.
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VERBOSE: Populating RepositorySourceLocation property for module AzureRM.RedisCache.
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VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.Tags\2.8.0\AzureRM.Tags.psm1'.
VERBOSE: Populating RepositorySourceLocation property for module AzureRM.TrafficManager.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.TrafficManager\2.8.0.\Microsoft.Azure.Commands.TrafficManager.dll'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.TrafficManager\2.8.0\AzureRM.TrafficManager.psm1'.
VERBOSE: Populating RepositorySourceLocation property for module AzureRM.UsageAggregates.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.UsageAggregates\2.8.0.\Microsoft.Azure.Commands.UsageAggregates.dll'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.UsageAggregates\2.8.0\AzureRM.UsageAggregates.psm1'.
VERBOSE: Populating RepositorySourceLocation property for module AzureRM.Websites.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.Websites\2.8.0.\Microsoft.Azure.Commands.Websites.dll'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\AzureRM.Websites\2.8.0\AzureRM.Websites.psm1'.
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Files\WindowsPowerShell\Modules\Microsoft.PowerShell.Operation.Validation\1.0.1\Microsoft.PowerShell.Operation.Validation.psm1'.
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VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\PSReadline\1.2\PSReadLine.psm1'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\PSReadline\1.1\Microsoft.PowerShell.PSReadLine.dll'.
VERBOSE: Loading module from path 'C:\Program Files\WindowsPowerShell\Modules\PSReadline\1.1\PSReadLine.psm1'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\AppBackgroundTask\PS_BackgroundTask.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\AppvClient\Microsoft.AppV.AppVClientPowerShell.dll'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Defender\MSFT_MpComputerStatus.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Dism\Dism.psm1'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\DnsClient\MSFT_DnsClient.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\DnsClient\PS_DnsClientNrptPolicy_v1.0.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\DnsClient\PS_DnsClientNRPTGlobal_v1.0.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\DnsClient\PS_DnsClientNRPTRule_v1.0.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\EventTracingManagement\MSFT_EtwTraceSession_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\EventTracingManagement\MSFT_EtwTraceProvider_v1.0.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\HgsClient\MSFT_HgsGuardian_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\HgsClient\MSFT_HgsKeyProtector_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\HgsClient\HgsClient.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\IISAdministration\iisadministration.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\iSCSI\iSCSIConnection.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\iSCSI\iSCSISession.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\iSCSI\iSCSITarget.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\iSCSI\iSCSITargetPortal.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\ISE\ISE.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Microsoft.PowerShell.Archive\Microsoft.PowerShell.Archive.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Microsoft.PowerShell.LocalAccounts\1.0.0.0\Microsoft.Powershell.LocalAccounts.psd1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Microsoft.PowerShell.LocalAccounts\1.0.0.0\Microsoft.Powershell.LocalAccounts.dll'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MMAgent\ps_mmagent_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcLogTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcAdvancedHostSettingTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcAdvancedSettingTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcClusterDefaultTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcDefaultTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcNetworkSettingTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcTransactionTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcTransactionsStatisticsTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcTransactionsTraceSessionTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcClusterTMMappingTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\MSFT_DtcTransactionsTraceSettingTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\MsDtc\TestDtc.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapter.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterAdvancedProperty.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterBinding.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterChecksumOffload.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterEncapsulatedPacketTaskOffload.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterHardwareInfo.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterIPsecOffload.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterLso.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterPowerManagement.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterQos.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterRdma.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterRsc.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterRss.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterSriov.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterSriovVf.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterStatistics.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterVmq.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterVmqQueue.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterVPort.cmdletDefinition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetAdapter\MSFT_NetAdapterPacketDirect.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetConnection\MSFT_NetConnectionProfile.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventSession.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventPacketCaptureProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventNetworkAdapter.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventVmSwitch.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventVmNetworkAdatper.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventWFPCaptureProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventVFPProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetEventPacketCapture\MSFT_NetEventVmSwitchProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetLbfo\MSFT_NetLbfoTeam.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetLbfo\MSFT_NetLbfoTeamMember.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetLbfo\MSFT_NetLbfoTeamNic.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetNat\MSFT_NetNat.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetQos\MSFT_NetQosPolicy.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetSecurity\Microsoft.Windows.Firewall.Commands.dll'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetSecurity\NetFirewallRule.cmdletDefinition.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetWNV\MSFT_NetVirtualizationLookupRecordSettingData.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetworkSwitchManager\NetworkSwitchVlan.psm1'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetworkTransition\MSFT_NetNatTransitionConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetworkTransition\MSFT_NetNatTransitionMonitoring.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\NetworkTransition\MSFT_NetTeredoConfiguration.cdxml'.
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VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PcsvDevice\CIM_PhysicalComputerSystemView.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PnpDevice\PnpDevice.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_Printer_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterPort_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterPortTasks_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterDriver_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterConfiguration_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrintJob_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_LprPrinterPort_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_LocalPrinterPort_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_TcpIpPrinterPort_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_WsdPrinterPort_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterProperty_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterNfcTag_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_PrinterNfcTagTasks_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PrintManagement\MSFT_3DPrinter_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\PSDesiredStateConfiguration.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Get-DSCConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Get-DSCLocalConfigurationManager.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Restore-DSCConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Get-DscConfigurationStatus.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Stop-DscConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Remove-DscConfigurationDocument.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Disable-DscDebug.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\Enable-DscDebug.cdxml'.
VERBOSE: Loading module from path
'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\DSCClassResources\WindowsPackageCab\WindowsPackageCab.psd1'.
VERBOSE: Loading module from path
'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDesiredStateConfiguration\DSCClassResources\WindowsPackageCab\WindowsPackageCab.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSDiagnostics\PSDiagnostics.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSWorkflow\PSWorkflow.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\PSWorkflowUtility\PSWorkflowUtility.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\ScheduledTasks\MSFT_ScheduledTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\ScheduledTasks\PS_ScheduledTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\ScheduledTasks\PS_ClusteredScheduledTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbShare.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbSession.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbServerNetworkInterface.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbServerConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbOpenFile.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbMultichannelConnection.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbMapping.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbClientNetworkInterface.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbClientConfiguration.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbConnection.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbMultichannelConstraint.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbBandwidthLimit.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbShare\SmbScriptModule.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\SmbWitness\SmbWitnessWmiClient.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\StartLayout\GetStartApps.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\Disk.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\DiskImage.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\FileIntegrity.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\FileServer.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\FileShare.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\FileStorageTier.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\InitiatorId.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\InitiatorPort.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\MaskingSet.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\OffloadDataTransferSetting.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\Partition.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\PhysicalDisk.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\ResiliencySetting.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageCmdlets.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageEnclosure.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageJob.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageHealth.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageNode.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StoragePool.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageProvider.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageReliabilityCounter.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageSetting.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageSubSystem.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageTier.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\TargetPort.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\TargetPortal.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\VirtualDisk.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\Volume.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Storage\StorageScripts.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\UEV\Microsoft.Uev.Commands.dll'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnection_v1.0.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_EapConfiguration_v1.0.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionProxy_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnServerAddress_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionRoute_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionIPsecConfiguration_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionTrigger_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionTriggerApplication_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionTriggerDnsConfiguration_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\VpnClient\PS_VpnConnectionTriggerTrustedNetwork_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Wdac\MSFT_OdbcDriverTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Wdac\MSFT_OdbcDsnTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Wdac\MSFT_OdbcPerfCounterTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\Wdac\MSFT_WdacBidTraceTask_v1.0.cdxml'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\WindowsErrorReporting\Microsoft.WindowsErrorReporting.PowerShell.dll'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\WindowsErrorReporting\WindowsErrorReporting.psm1'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\WindowsSearch\Microsoft.WindowsSearch.Commands.dll'.
VERBOSE: Loading module from path 'C:\WINDOWS\system32\WindowsPowerShell\v1.0\Modules\WindowsUpdate.\WindowsUpdateLog.psm1'.
VERBOSE: Loading module from path 'C:\Program Files\Microsoft Message Analyzer\PowerShell\PEF\Microsoft.Protocols.Tools.PowerShell.dll'.
VERBOSE: Loading module from path 'C:\Program Files\Microsoft Message Analyzer\PowerShell\PEF\PEF.psm1'.
WARNING: This script Azure Cmdlets was tested with 2.0.0
WARNING: Found 3.8.0 installed; continuing, but errors might occur

Existing local config
Local config already exists in AzureCloud. How would you like to proceed?
[U] Use existing [N] New [S] Save and Create New [?] Help (default is "U"):
Trying to use saved profile D:\Work\DoIt\PredMaintenance\src\Common\Deployment....\[email protected]

CommandType Name Version Source

Alias Login-AzureRmAccount 2.8.0 AzureRM.Profile
Alias Select-AzureRmSubscription 2.8.0 AzureRM.Profile
Cmdlet Add-AzureRmAccount 2.8.0 AzureRM.Profile
Cmdlet Add-AzureRmEnvironment 2.8.0 AzureRM.Profile
Cmdlet Disable-AzureRmDataCollection 2.8.0 AzureRM.Profile
Cmdlet Enable-AzureRmDataCollection 2.8.0 AzureRM.Profile
Cmdlet Get-AzureRmContext 2.8.0 AzureRM.Profile
Cmdlet Get-AzureRmEnvironment 2.8.0 AzureRM.Profile
Cmdlet Get-AzureRmSubscription 2.8.0 AzureRM.Profile
Cmdlet Get-AzureRmTenant 2.8.0 AzureRM.Profile
Cmdlet Import-AzureRmContext 2.8.0 AzureRM.Profile
Cmdlet Remove-AzureRmEnvironment 2.8.0 AzureRM.Profile
Cmdlet Save-AzureRmContext 2.8.0 AzureRM.Profile
Cmdlet Set-AzureRmContext 2.8.0 AzureRM.Profile
Cmdlet Set-AzureRmEnvironment 2.8.0 AzureRM.Profile
WARNING: The command 'Import-AzureRmContext' is obsolete. Select-AzureRmProfile will be renamed to Import-AzureRmContext in the next release.
WARNING: Unable to acquire token for tenant 'Common'

Account : [email protected]
Environment : AzureCloud
Subscription : **********************************
Tenant : **********************************

Confirm
Provided resource group already exists. Are you sure you want to update it?
[Y] Yes [N] No [S] Suspend [?] Help (default is "Y"):
VERBOSE: 9:13:36 PM - Created resource group 'LocalPM' in location 'westeurope'
VERBOSE: 9:13:39 PM - Updated resource group 'LocalPM' in location 'westeurope'
GetMLWorkspaceByName LocalPM
VERBOSE: Authority: 'https://login.microsoftonline.com/'
VERBOSE: https://management.core.windows.net/, , urn:ietf:wg:oauth:2.0:oob, [email protected]
VERBOSE: Sending request to: GET
https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/?api-version=2014-10-01
VERBOSE: body:
VERBOSE: header
VERBOSE: x-ms-version
Invoking Method GET Uri https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/?api-version=2014-10-01 Headers Authorization Bearer ********************************** Content-Type = application/json x-ms-version 2014-10-01 Body
VERBOSE: GET https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/?api-version=2014-10-01
with 0-byte payload
VERBOSE: received 2-byte response of content type application/json; charset=utf-8
2017-05-01T21:13:43.2909328+03:00 - Creating ML workspace: LocalPM
VERBOSE: Authority: 'https://login.microsoftonline.com/'
VERBOSE: https://management.core.windows.net/, , urn:ietf:wg:oauth:2.0:oob, [email protected]
VERBOSE: Sending request to: PUT
https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/?
api-version=2014-10-01
VERBOSE: body: {"Name":"LocalPM","Location":"West Europe","Region":"West
Europe","StorageAccountName":"mllocalpmc2b3f","StorageAccountKey":"","UserStorageBl
obEndpoint":"https://mllocalpmc2b3f.blob.core.windows.net/","OwnerId":"[email protected]","ImmediateActivation":true,"Source":"SolutionAccelerator"}
VERBOSE: header
VERBOSE: x-ms-version
Invoking Method PUT Uri https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/**********************************?api-version=2014-10-01 Headers Authorization Bearer ********************************** Content-Type = application/json x-ms-version 2014-10-01 Body {"Name":"LocalPM","Location":"West Europe","Region":"West Europe","StorageAccountName":"mllocalpmc2b3f","StorageAccountKey":"","UserStorageBlobEndpoint":"https://mllocalpmc2b3f.blob.core.windows.net/","OwnerId":"[email protected]","ImmediateActivation":true,"Source":"SolutionAccelerator"}
VERBOSE: PUT
https://management.core.windows.net/**********************************/cloudservices/LocalPM/resources/machinelearning/~/workspaces/***?
api-version=2014-10-01 with -1-byte payload
System.Net.WebException: The underlying connection was closed: A connection that was expected to be kept alive was closed by the server. ---> System.IO.IOException: Unable to read data from the transport connection: An existing connection was forcibly closed by the remote host. ---> System.Net.Sockets.SocketException: An existing connection was forcibly closed by the remote host
at System.Net.Sockets.Socket.Receive(Byte[] buffer, Int32 offset, Int32 size, SocketFlags socketFlags)
at System.Net.Sockets.NetworkStream.Read(Byte[] buffer, Int32 offset, Int32 size)
--- End of inner exception stack trace ---
at System.Net.Sockets.NetworkStream.Read(Byte[] buffer, Int32 offset, Int32 size)
at System.Net.FixedSizeReader.ReadPacket(Byte[] buffer, Int32 offset, Int32 count)
at System.Net.Security._SslStream.StartFrameHeader(Byte[] buffer, Int32 offset, Int32 count, AsyncProtocolRequest asyncRequest)
at System.Net.Security._SslStream.StartReading(Byte[] buffer, Int32 offset, Int32 count, AsyncProtocolRequest asyncRequest)
at System.Net.Security._SslStream.ProcessRead(Byte[] buffer, Int32 offset, Int32 count, AsyncProtocolRequest asyncRequest)
at System.Net.TlsStream.Read(Byte[] buffer, Int32 offset, Int32 size)
at System.Net.PooledStream.Read(Byte[] buffer, Int32 offset, Int32 size)
at System.Net.Connection.SyncRead(HttpWebRequest request, Boolean userRetrievedStream, Boolean probeRead)
--- End of inner exception stack trace ---
at Microsoft.PowerShell.Commands.WebRequestPSCmdlet.GetResponse(WebRequest request)
at Microsoft.PowerShell.Commands.WebRequestPSCmdlet.ProcessRecord()
The underlying connection was closed: A connection that was expected to be kept alive was closed by the server.

Unable to create workspace 'LocalPM'
At D:\Work\DoIt\PredMaintenance\src\Common\Deployment\DeploymentLib.ps1:670 char:13

        throw ("Unable to create workspace '{0}'" -f $name)

```
        ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
```
- CategoryInfo : OperationStopped: (Unable to create workspace 'LocalPM':String) [], RuntimeException
- FullyQualifiedErrorId : Unable to create workspace 'LocalPM'

Error "C:\WINDOWS\system32\WindowsPowerShell\v1.0\powershell.exe" -ExecutionPolicy Unrestricted -Command "& ""D:\Work\DoIt\PredMaintenance\src\Common\Deployment\PrepareIoTSample.ps1""" -environmentName local -configuration Debug
Arguments: build.cmd "Command" "Configuration" "EnvironmentName" "AzureEnvironment"
Command: build (just builds); local (config local); cloud (config cloud, build, and deploy)
Configuration: build configuration either Debug or Release; default is Debug
EnvironmentName: Name of cloud environment to deploy - default is local
AzureEnvironment: Name of the Azure Environment to deploy to - default is AzureCloud
ECHO is on.
eg.
build - build.cmd build
local deployment: build.cmd local
cloud deployment: build.cmd cloud release mydeployment
national cloud deployment: same as above but include CloudName at end (eg. build.cmd local debug AzureGermanyCloud or build.cmd cloud release mydeployment AzureGermanyCloud)
D:\Work\DoIt\PredMaintenance\src>

Failure when creating mlworkspace

Hello, while trying to run the build.cmd on my windows machine i got the following error:

I am running the recommended versions, with VS2015.

Is this due to a change in the API signature?

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