PowerBIPS

2.0.4.2

PowerBIPS.psm1

<#
 
Checkout more products and samples at:
    - http://devscope.net/
    - https://github.com/DevScope
 
PowerBI API documentation:
 
    - https://msdn.microsoft.com/library/dn877544
 
Copyright (c) 2015 DevScope
 
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
 
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
 
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
 
#>

#region Constants/Variables

$script:pbiAuthorityUrl = "https://login.microsoftonline.com/common"
$script:pbiResourceUrl = "https://analysis.windows.net/powerbi/api"
$script:pbiDefaultAuthRedirectUri = "https://login.live.com/oauth20_desktop.srf"
$script:pbiDefaultClientId = "053e0da1-7eb4-4b9a-aa07-6f41d0f35cef"
$script:pbiAPIUrl = "https://api.powerbi.com/v1.0/myorg"    #"https://api.powerbi.com/beta/myorg"
$script:pbiGroupId = $null

#endregion

Function Set-PBIModuleConfig
{
<#
.SYNOPSIS
Sets the module config variables like: API Url, App Id,...
.DESCRIPTION
Sets the module config variables like: API Url, App Id,...
.PARAMETER PBIAPIUrl
The url for the PBI API
.PARAMETER AzureADAppId
Your Azure AD Application Id
.PARAMETER AzureADAuthorityUrl
Url to the Azure AD Authority URL
Default: "https://login.microsoftonline.com/common/oauth2/authorize"
.PARAMETER AzureADRedirectUrl
Url to the Redirect Url of the Azure AD App
Default: "https://login.live.com/oauth20_desktop.srf"
.EXAMPLE
Set-PBIModuleConfig -pbiAPIUrl "https://api.powerbi.com/beta/myorg" -AzureADAppId "YOUR Azure AD GUID"
#>
    [CmdletBinding()]
    param
    (
        [string]
        $PBIAPIUrl,
        [string]
        $AzureADAppId,
        [string]
        $AzureADAuthorityUrl,
        [string]
        $AzureADResourceUrl,
        [string]
        $AzureADRedirectUrl       
    )

    if (![string]::IsNullOrEmpty($PBIAPIUrl))
    {
        Write-Host "Changing 'pbiAPIUrl' from '$($script:pbiAPIUrl)' to '$PBIAPIUrl'"

        $script:pbiAPIUrl = $PBIAPIUrl
    }

    if (![string]::IsNullOrEmpty($AzureADAppId))
    {
        Write-Host "Changing 'pbiDefaultClientId' from '$($script:pbiDefaultClientId)' to '$AzureADAppId'"

        $script:pbiDefaultClientId = $AzureADAppId
    }

    if (![string]::IsNullOrEmpty($AzureADAuthorityUrl))
    {
        Write-Host "Changing 'pbiAuthorityUrl' from '$($script:pbiAuthorityUrl)' to '$AzureADAuthorityUrl'"

        $script:pbiAuthorityUrl = $AzureADAuthorityUrl
    }

    if (![string]::IsNullOrEmpty($AzureADResourceUrl))
    {
        Write-Host "Changing 'pbiResourceUrl' from '$($script:pbiResourceUrl)' to '$AzureADResourceUrl'"

        $script:pbiResourceUrl = $AzureADResourceUrl
    }

    if (![string]::IsNullOrEmpty($AzureADRedirectUrl))
    {
        Write-Host "Changing 'pbiDefaultAuthRedirectUri' from '$($script:pbiDefaultAuthRedirectUri)' to '$AzureADRedirectUrl'"

        $script:pbiDefaultAuthRedirectUri = $AzureADRedirectUrl
    }

}

Function Get-PBIModuleConfig
{
    <#
        .SYNOPSIS
        Gets the module config variables like: API Url, App Id,...
        .DESCRIPTION
        Gets the module config variables like: API Url, App Id,...
        .EXAMPLE
        Get-PBIModuleConfig
    #>
    [CmdletBinding()]
    param()

    Write-Output @{
        "pbiDefaultClientId" = $pbiDefaultClientId
        ; "pbiAuthorityUrl" = $pbiAuthorityUrl
        ; "pbiResourceUrl" = $pbiResourceUrl
        ; "pbiDefaultAuthRedirectUri" = $pbiDefaultAuthRedirectUri
        ; "pbiAPIUrl" = $pbiAPIUrl
     }   
       
}

Function Get-PBIAuthToken
{
<#
.SYNOPSIS
Gets the authentication token required to comunicate with the PowerBI API's
 
.DESCRIPTION
To authenticate with PowerBI uses OAuth 2.0 with the Azure AD Authentication Library (ADAL)
 
If a credential is not supplied a popup will appear for the user to authenticate.
 
It will automatically download and install the required nuget: "Microsoft.IdentityModel.Clients.ActiveDirectory".
 
.PARAMETER ClientId
The Client Id of the Azure AD application
 
.PARAMETER Credential
Specifies a PSCredential object or a string username used to authenticate to PowerBI. If only a username is specified
this will prompt for the password. Note that this will not work with federated users.
 
.PARAMETER RedirectUri
The redirect URI associated with the native client application
 
.PARAMETER ForceAskCredentials
Forces the authentication popup to always ask for the username and password
 
.PARAMETER tenantId
The Azure AD Tenant Id, optional and only needed if you are using the App Authentication Flow
 
.PARAMETER clientSecret
The Azure AD client secret, optional and only needed it the ClientId is a Azure AD WebApp type
 
.EXAMPLE
Get-PBIAuthToken -clientId "C0E8435C-614D-49BF-A758-3EF858F8901B"
.EXAMPLE
Get-PBIAuthToken -ClientId "C0E8435C-614D-49BF-A758-3EF858F8901B" -Credential (Get-Credential)
.EXAMPLE
Get-PBIAuthToken -ClientId "C0E8435C-614D-49BF-A758-3EF858F8901B" -tenantId "company.onmicrosoft.com" -clientSecret "Azure AD APP Secret"
 
#>
    
    [CmdletBinding()]
    [OutputType([string])]
    param
    (        
        [Parameter(Mandatory=$false)]
        [System.Management.Automation.CredentialAttribute()]
        $credential,
        [Parameter(Mandatory=$false)]
        [switch]
        $forceAskCredentials = $false,
        [Parameter(Mandatory=$false)]
        [string]
        $clientId,
        [Parameter(Mandatory=$false)]
        [string]
        $redirectUri,   
        [Parameter(Mandatory=$false)]
        [string]
        $tenantId,     
        [Parameter(Mandatory=$false)]
        [string]
        $clientSecret,
        [Parameter(Mandatory=$false)]
        [switch]
        $returnADALObj = $false,
        [switch]
        $deviceCodeFlow = $false,
        [string]
        $tokenCacheFile,
        [switch]
        $forceNewAuth = $false
    )

    if ($Script:AuthContext -eq $null -or $forceNewAuth)
    {
        Write-Verbose -Message 'Creating new AuthenticationContext object'

        $authorityUrl = $script:pbiAuthorityUrl

        if (![string]::IsNullOrEmpty($tenantId))
        {
            $authorityUrl = $authorityUrl.Replace("/common","/$tenantId")
        }

        $tokenCache = New-Object Microsoft.IdentityModel.Clients.ActiveDirectory.TokenCache

        if ($deviceCodeFlow)
        {
            if ([string]::IsNullOrEmpty($tokenCacheFile))
            {
                $tokenCacheFile = ".\TokenCache.bin"
            }

            if (Test-Path $tokenCacheFile)
            {
                $bytes = [System.IO.File]::ReadAllBytes($tokenCacheFile)

                $tokenCache = New-Object Microsoft.IdentityModel.Clients.ActiveDirectory.TokenCache(,$bytes)
            }
        }
        
        $script:AuthContext = New-Object -TypeName Microsoft.IdentityModel.Clients.ActiveDirectory.AuthenticationContext -ArgumentList ($authorityUrl, $tokenCache)    
    }

    if ([string]::IsNullOrEmpty($clientId))
    {
        $clientId = $script:pbiDefaultClientId
    }
    
    if ([string]::IsNullOrEmpty($redirectUri))
    {
        $redirectUri = $script:pbiDefaultAuthRedirectUri
    }
    
    Write-Verbose -Message 'Getting the Authentication Token'
    
    if ($credential -ne $null)
    {
        Write-Verbose -Message 'Using username+password authentication flow'
        
        $UserCredential = New-Object Microsoft.IdentityModel.Clients.ActiveDirectory.UserPasswordCredential($credential.UserName, $credential.Password)
        
        $AuthResult = [Microsoft.IdentityModel.Clients.ActiveDirectory.AuthenticationContextIntegratedAuthExtensions]::AcquireTokenAsync($script:AuthContext
        , $script:pbiResourceUrl
        , $clientId
        , $UserCredential).Result
    }
    elseif (![string]::IsNullOrEmpty($clientSecret))
    {
        $clientCredential = New-Object Microsoft.IdentityModel.Clients.ActiveDirectory.ClientCredential($clientId, $clientSecret);

        $AuthResult = $script:AuthContext.AcquireTokenAsync(
          $script:pbiResourceUrl
        , $clientCredential).Result
    }
    elseif($deviceCodeFlow)
    {
        # if there's a token in cache reuse

        if ($script:AuthContext.TokenCache.Count -gt 0)
        {
            $AuthResult = $script:AuthContext.AcquireTokenSilentAsync($script:pbiResourceUrl, $clientId).Result
        }
        else
        {
            $deviceCode = $script:AuthContext.AcquireDeviceCodeAsync($script:pbiResourceUrl, $clientId).Result

            Write-Host "Go to '$($deviceCode.VerificationUrl)' and enter device code: '$($deviceCode.UserCode)'"
            
            $task = $script:AuthContext.AcquireTokenByDeviceCodeAsync($deviceCode)
            
            $task.Wait()

            $AuthResult = $task.Result
        }
    }
    else
    {
        Write-Verbose -Message 'Using default authentication flow'
        
        if ($forceAskCredentials)
        {
            $promptBehavior = [Microsoft.IdentityModel.Clients.ActiveDirectory.PromptBehavior]::Always
        }
        else
        {
            $promptBehavior = [Microsoft.IdentityModel.Clients.ActiveDirectory.PromptBehavior]::Auto
        }
        
        $pltParams = New-Object Microsoft.IdentityModel.Clients.ActiveDirectory.PlatformParameters($promptBehavior)
        
        $AuthResult = $script:authContext.AcquireTokenAsync($script:pbiResourceUrl, $clientId, [Uri]$redirectUri, $pltParams).Result        
    }

    if ($AuthResult -eq $null)
    {
        throw "Cannot get the access token, AcquireTokenAsync returned null"
    }
    else
    {
        Write-Verbose -Message "Authenticated as $($AuthResult.UserInfo.DisplayableId)"
    
        if ($returnADALObj)
        {
            Write-Output $AuthResult
        }
        else
        {
            Write-Output $AuthResult.AccessToken
        }   

        if ($deviceCodeFlow -and ![string]::IsNullOrEmpty($tokenCacheFile))
        {
            $bytes = $script:AuthContext.TokenCache.Serialize()
        
            $script:AuthContext.TokenCache.HasStateChanged = $false
        
            [System.IO.File]::WriteAllBytes($tokenCacheFile, $bytes)
        }
    } 
}

Function Get-PBIAuthTokenHttp
{
<#
.SYNOPSIS
Gets the authentication token required to comunicate with the PowerBI API's
 
.DESCRIPTION
Gets the authentication token required to comunicate with the PowerBI API's
 
#>
    
    [CmdletBinding()]
    [OutputType([string])]
    param
    (                
        [Parameter(Mandatory=$true)]
        [string]
        $tenantId,
        [Parameter(Mandatory=$true)]
        [string]
        $clientId,
        [Parameter(Mandatory=$false)]
        [string]
        $clientSecret
    )
           
    if ([string]::IsNullOrEmpty($clientId))
    {
        $clientId = $script:pbiDefaultClientId
    }
    
    if ([string]::IsNullOrEmpty($redirectUri))
    {
        $redirectUri = $script:pbiDefaultAuthRedirectUri
    }
    
    $resource = $script:pbiResourceUrl

    $grantType = "client_credentials"
    

    Write-Verbose -Message 'Getting the Authentication Token'

    $tokenUri = "https://login.windows.net/$tenantId/oauth2/token?api-version=1.0"

    $body = "grant_type=$grantType&client_id=$clientId&resource=$resource"
    
    if (![string]::IsNullOrEmpty($clientSecret))
    {
        $clientSecret = [System.Web.HttpUtility]::UrlEncode($clientSecret)
        $body += "&client_secret=$clientSecret"
    }    

    Write-Host "Getting Token: $body"

    $token = Invoke-RestMethod -Method Post -Uri $tokenUri -Body $body
    
    Write-Output $token
}

Function Set-PBIGroup{
<#
.SYNOPSIS
   Set's the scope to the group specified, after execution all the following PowerBIPS cmdlets will execute over the defined group.
.DESCRIPTION
   Set's the scope to the group specified, after execution all the following PowerBIPS cmdlets will execute over the defined group.
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER Id
    The id of the group
.PARAMETER Name
    The name of the group
.PARAMETER Clear
    If $true then will clear the group and all the requests will be made to the default user workspace
.EXAMPLE
    Set-PBIGroup -id "GUID"
.EXAMPLE
    Set-PBIGroup -name "Group Name"
#>
    [CmdletBinding()][Alias("Set-PBIWorkspace")]            
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $id,
        [Parameter(Mandatory=$false)] [string] $name,
        [Parameter(Mandatory=$false)] [switch] $clear = $false            
    )
        
    if ($clear)
    {
        $script:pbiGroupId = $null
    }
    else
    {
        $script:pbiGroupId = Resolve-GroupId $authToken $id $name
    }
}

Function Get-PBIGroup{
    <#
    .SYNOPSIS
        Gets all the PowerBI existing workspaces
    .DESCRIPTION
        Gets all the PowerBI existing workspaces
    .PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
    .PARAMETER Name
    The name of the workspace
    .PARAMETER id
    The id of the workspace
    .EXAMPLE
                 
        Get-PBIWorkspace -authToken $authToken
     
    #>
    [CmdletBinding()][Alias("Get-PBIWorkspace")]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $name,
        [Parameter(Mandatory=$false)] [string] $id,
        [Parameter(Mandatory=$false)] [switch] $admin = $false,
        [Parameter(Mandatory=$false)] [switch] $withUsers = $false        
    )

    Write-Verbose "Getting Groups"

    $resource = "groups"

    if ($withUsers)
    {
        $resource = "$resource`?`$expand=users"
    }
    
    $groups = @(Invoke-PBIRequest -authToken $authToken -method Get -resource $resource -ignoreGroup -admin:$admin)        
    
    Write-Output (Find-ByIdOrName -items $groups -id $id -name $name)
}

Function Get-PBIGroupUsers{
<#
.SYNOPSIS
    Gets users that are members of a specific workspace (group) and returns as an array of custom objects.
    Must use Set-PBIGroup first to set the group.
         
.EXAMPLE
    Get-PBIGroupUsers -authToken $authToken
 
#>
    [CmdletBinding()][Alias("Get-PBIWorkspaceUsers")]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $groupId
    )

    Write-Verbose "Getting Users"

    $users = Invoke-PBIRequest -authToken $authToken -method Get -resource "users" -groupId $groupId                     
    
    Write-Output $users    
}

Function New-PBIGroup{
<#
.SYNOPSIS
    Create a new group
.DESCRIPTION
    Creates a new group (app workspace) in PowerBI
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER Name
    The name of the group
.EXAMPLE
        New-PBIGroup -authToken $authToken -name "Name Of The New Group"
#>
    [CmdletBinding()][Alias("New-PBIWorkspace")]
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] $name,
        [Parameter(Mandatory=$false)] [ValidateSet("v1", "v2")] $version = "v1"

    )    

    $body = @{
        name = $name
    } | ConvertTo-Json    

    $resourceUrl = "groups"

    if ($version -eq "v2")
    {
        $resourceUrl += "?workspaceV2=true"
    }
    

    $res = Invoke-PBIRequest -authToken $authToken -method Post -resource $resourceUrl -Body $body -ignoreGroup    
    
    Write-Output $res
}

Function New-PBIGroupUser{
<#
.SYNOPSIS
    Add a user to a group
.DESCRIPTION
    Adds a new user to an existing group (app workspace) in PowerBI
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER GroupId
    The id of the group in PowerBI
.PARAMETER EmailAddress
    The email address of the user in your organisation that you want to add to the group
.PARAMETER GroupUserAccessRight
    The access right the user gets on the group
.EXAMPLE
        New-PBIGroupUser -authToken $authToken -groupId $groupId -emailAddress "someone@your-organisation.com"
#>
    [CmdletBinding()][Alias("New-PBIWorkspaceUser")]
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,        
        [Parameter(Mandatory=$true)] [string] $groupId,
        [Parameter(Mandatory=$true)] [string] $emailAddress,
        [Parameter(Mandatory=$false)]
        [ValidateSet("Admin", "Member")]
        [string]$groupUserAccessRight = "Admin"    
    )    

    $body = @{
        groupUserAccessRight = $groupUserAccessRight
        emailAddress = $emailAddress
    } | ConvertTo-Json    

    $result = Invoke-PBIRequest -authToken $authToken -method Post -resource "users" -Body $body -groupId $groupId    

    Write-Output $result    
}

Function Get-PBIReport{
<#
.SYNOPSIS
    Gets an array of Power BI Report metadata from a workspace
.DESCRIPTION
    Gets an array of Power BI Report metadata from a workspace
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER Id
    The id of the report
.PARAMETER Name
    The name of the report
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
    Get-PBIReport
.EXAMPLE
    Get-PBIReport -id "GUID"
.EXAMPLE
    Get-PBIReport -id "GUID" -groupId "GUID"
#>
        [CmdletBinding()]        
        param(                                    
            [Parameter(Mandatory=$false)] [string] $authToken,
            [Parameter(Mandatory=$false)] [string] $name,
            [Parameter(Mandatory=$false)] [string] $id,
            [Parameter(Mandatory=$false)] [string] $groupId,
            [Parameter(Mandatory=$false)] [switch] $admin = $false
        )
                    
        Write-Verbose "Getting Reports"

        $resource = "reports"

        if (![string]::IsNullOrEmpty($id))
        {
            $resource += "/$id"
        }

        $reports = @(Invoke-PBIRequest -authToken $authToken -method Get -resource $resource -groupId $groupId -admin:$admin)
                        
        Write-Verbose "Found $($reports.count) reports."

        $reports = Find-ByIdOrName -items $reports -id $id -name $name
        
        Write-Output $reports
}

Function Set-PBIReportContent{
<#
.SYNOPSIS
    Replaces a target reports content with content from another source report in the same or different workspace
.DESCRIPTION
    Replaces a target reports content with content from another source report in the same or different workspace
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER report
    The PBI Report Object or Report Id (GUID)
.PARAMETER targetReportId
    The target report id that content will get overwriten
.PARAMETER targetGroupId
    The target report workspace id
.EXAMPLE
    $sourceReport = Get-PBIReport -name "SourceReportName"
    $targetReport = Get-PBIReport -name "TargetReportName"
    $sourceReport | Set-PBIReportContent -targetReportId $targetReport.id
#>
        [CmdletBinding()]        
        param(                                    
            [Parameter(Mandatory=$false)] [string] $authToken,
            [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $report,
            [Parameter(Mandatory=$false)] [string] $groupId,
            [Parameter(Mandatory=$true)] [string] $targetReportId,
            [Parameter(Mandatory=$false)] [string] $targetGroupId        
        )
    begin{

    }    
    process
    {
        if ($report -is [string])
        {            
            $report = Get-PBIReport -authToken $authToken -id $report -groupId $groupId
        }    

        $bodyObj = @{
            sourceType="ExistingReport"
            sourceReport=@{
                sourceReportId = $report.id
                sourceWorkspaceId = $report.groupId
            }
        }

        $targetReport = Get-PBIReport -groupId $targetGroupId -id $targetReportId

        Invoke-PBIRequest -authToken $authToken -method Post -groupId $targetGroupId -resource "reports/$($targetReport.id)/UpdateReportContent" -Body ($bodyObj | ConvertTo-Json)        
    }    
}

Function Get-PBIDashboard{
<#
.SYNOPSIS
    Gets all the PowerBI existing dashboards and returns as an array of custom objects.
.DESCRIPTION
    Gets all the PowerBI existing dashboards and returns as an array of custom objects.
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER Id
    The id of the dashboard
.PARAMETER Name
    The name of the dashboard
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
    Get-PBIDashboard -authToken $authToken
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $name,
        [Parameter(Mandatory=$false)] [string] $id,
        [Parameter(Mandatory=$false)] [string] $groupId    
    )
    
    Write-Verbose "Getting Dashboards"
    
    $dashboards = @(Invoke-PBIRequest -authToken $authToken -method Get -resource "dashboards" -groupId $groupId)        
    
    Write-Verbose "Found $($dashboards.count) dashboard."            

    Write-Output (Find-ByIdOrName -items $dashboards -id $id -name $name)        
}

Function Get-PBIDashboardTile{
<#
.SYNOPSIS
    Gets all the tiles for a specific dashboard.
.DESCRIPTION
    Gets all the tiles for a specific dashboard.
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER dashboardId
    The id of the dashboard
.PARAMETER tileId
    The id of the tile
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
             
    Get-PBIDashboardTile -dashboard "XXXX-XXXX-XXXX"
 
.EXAMPLE
             
    Get-PBIDashboard -id "GUID" | Get-PBIDashboardTile
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dashboard,
        [Parameter(Mandatory=$false)] [string] $tileId,
        [Parameter(Mandatory=$false)] [string] $groupId    
    )

    begin
    {        
    }
    process
    {               
        if ($dashboard -is [string])
        {            
            $dashboard = Get-PBIDashboard -authToken $authToken -id $dashboard -groupId $groupId
        }        

        $scope = "dashboards/$($dashboard.id)/tiles"

        if (-not [string]::IsNullOrEmpty($tileId))
        {
            $scope += "/$tileId"
        }                    

        $tiles = Invoke-PBIRequest -authToken $authToken -method Get -resource $scope -groupId $dashboard.groupId

        Write-Output $tiles
    }           
}

Function New-PBIDashboard{
    <#
    .SYNOPSIS
        Create a new Dashboard
    .DESCRIPTION
        Create a new Dashboard in PowerBI
    .PARAMETER AuthToken
        The authorization token required to comunicate with the PowerBI APIs
        Use 'Get-PBIAuthToken' to get the authorization token string
    .PARAMETER GroupId
        The id of the group in PowerBI
    .PARAMETER Name
        The name of the new dashboard
    .EXAMPLE
                                     
            New-PBIDashboard -authToken $authToken -groupId $groupId
            A new dashboard will be created and in case of success return the internal dashboard id
    #>
    [CmdletBinding()]    
    param(                                    
        [Parameter(Mandatory=$true)] [string] $authToken,        
        [Parameter(Mandatory=$true)] [string] $name,
        [Parameter(Mandatory=$false)] [string] $groupId
    )                        
    
    $jsonBody = ConvertTo-PBIJson -obj @{ name = $name }
    
    Write-Verbose "Creating new dashboard"    

    $result = Invoke-PBIRequest -authToken $authToken -method Post -resource "dashboards" -Body $jsonBody -groupId $groupId
    
    Write-Verbose "Dashboard created with id: '$($result.id)"

    Write-Output $result
}

Function Get-PBIDataSet{
<#
.SYNOPSIS
    Gets all the PowerBI existing datasets and returns as an array of custom objects.
    Or
    Check if a dataset exists with the specified name and if exists returns it's metadata
 
.DESCRIPTION
    Gets all the PowerBI existing datasets and returns as an array of custom objects.
    Or
    Check if a dataset exists with the specified name and if exists returns it's metadata
 
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER Name
    The dataset name
     
.PARAMETER Id
    The dataset id
     
.PARAMETER IncludeDefinition
    If specified will include the dataset definition properties
     
.PARAMETER IncludeTables
    If specified will include the dataset tables
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
             
        Get-PBIDataSet -authToken $authToken
        Get-PBIDataSet -authToken $authToken -name "DataSetName"
        Get-PBIDataSet -authToken $authToken -name "DataSetName" -includeDefinition -includeTables
 
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $name,
        [Parameter(Mandatory=$false)] [string] $id,
        [Parameter(Mandatory=$false)] [switch] $includeDefinition,
        [Parameter(Mandatory=$false)] [switch] $includeTables,
        [Parameter(Mandatory=$false)] [string] $groupId,
        [Parameter(Mandatory=$false)] [switch] $admin = $false
    )
    
    if ([string]::IsNullOrEmpty($id))
    {
        Write-Verbose "Getting DataSets"                
        
        $dataSets = @(Invoke-PBIRequest -authToken $authToken -method Get -resource "datasets" -groupId $groupId -admin:$admin)                
        
        Write-Verbose "Found $($dataSets.count) datasets."    
        
        $dataSets = Find-ByIdOrName -items $dataSets -name $name                
        
        # if IncludeDefinition is true then go get the definition of the dataset and change the PSObject
        
        if ($includeDefinition)
        {                
            $dataSets |% {
                $dataSet = $_
                
                $dataSetDefinition = Get-PBIDataSet -authToken $authToken -id $_.Id -groupId $groupId -ErrorAction Continue
                
                $dataSetDefinition | Get-Member -MemberType NoteProperty |%{
                    
                    $dataSet | Add-Member -MemberType NoteProperty -Name $_.Name -Value $dataSetDefinition.$($_.Name) -Force                    
                }                                
            }
        }
    }
    else
    {
        Write-Verbose "Getting DataSet Definition"
        
        $dataSets = @(Invoke-PBIRequest -authToken $authToken -method Get -resource "datasets/$id" -groupId $groupId)                
    }
    
    # if IncludeTables is true then call the GetTables operation
    
    if ($includeTables)
    {                
        $dataSets |% {
            $dataSet = $_                        
            
            $tables = Get-PBIDataSetTables -authToken $authToken -dataSetId $_.Id -groupId $groupId
                    
            $dataSet | Add-Member -MemberType NoteProperty -Name "tables" -Value $tables            
        }
    }
    
    Write-Output $dataSets
}

Function Get-PBIDataSetTables{
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] [string] $dataSetId,
        [Parameter(Mandatory=$false)] [string] $groupId        
    )
            
    Write-Verbose "Getting DataSet '$dataSetId' Tables"
        
    try
    {    
        $result = Invoke-PBIRequest -authToken $authToken -method Get -resource "datasets/$dataSetId/tables" -groupId $groupId    
                
        Write-Output $result    
    }
    catch
    {
    
        Write-Warning "Cannot retrieve DataSet '$dataSetId' tables: $($_.Exception.Message)"
    }
}

Function Test-PBIDataSet{
<#
.SYNOPSIS
    Check if a dataset exists by name
 
.DESCRIPTION
    Check if a dataset exists with the specified name
.PARAMETER AuthToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER Name
    The dataset name
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
                                 
        Test-PBIDataSet -authToken $authToken -name "DataSetName"
        Returns $true if the dataset exists
 
#>
    [CmdletBinding()]    
    [OutputType([bool])]
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] $name,
        [Parameter(Mandatory=$false)] [string] $groupId    
    )
            
    $dataSet = Get-PBIDataSet -authToken $authToken -name $name -groupId $groupId
    
    if ($dataSet)
    {                
        Write-Output $true
    }
    else
    {                
        Write-Output $false
    }
}

Function New-PBIDataSet{
<#
.SYNOPSIS
    Create a new DataSet in PowerBI.com
 
.DESCRIPTION
    Create a new DataSet in PowerBI.Com
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER DataSet
    The dataset object, this object must be one of two types: hashtable or System.Data.DataSet
     
    If a hashtable is supplied it must have the following structure:
         
        $dataSet = @{
            name = "DataSetName"
            ; tables = @(
                @{
                    name = "TableName"
                    ; columns = @(
                        @{ name = "Col1"; dataType = "Int64" }
                        , @{ name = "Col2"; dataType = "string" }
                        )
                })
        }
.PARAMETER DefaultRetentionPolicy
    The retention policy to be applied by PowerBI
     
    Example: "basicFIFO"
    http://blogs.msdn.com/b/powerbidev/archive/2015/03/23/automatic-retention-policy-for-real-time-data.aspx
 
.PARAMETER ignoreIfDataSetExists
    Checks if the dataset exists before the creation
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
                                 
        New-PBIDataSet -authToken $authToken -dataSet $dataSet
        A new dataset will be created and in case of success return the internal dataset id
 
#>
    [CmdletBinding()]    
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, HelpMessage = "Must be of type [hashtable] or [dataset]")] $dataSet,
        [Parameter(Mandatory=$false)] [string]$defaultRetentionPolicy,
        [Parameter(Mandatory=$false)] [hashtable]$types,
        [switch]$ignoreIfDataSetExists,
        [Parameter(Mandatory=$false)] [string] $groupId    
    )
            
    if ($dataSet -is [hashtable])
    {
        Assert-DataSetObjectSchema $dataSet                
    }
    elseif ($dataSet -is [System.Data.DataSet])
    {
        $dataSet = ConvertTo-PBIDataSet $dataSet
    }
    else
    {
        throw "Invalid 'dataSet' type, must be of type [hashtable] or [dataset]"
    }
    
    $jsonBody = ConvertTo-PBIJson -obj $dataSet -types $types
    
    $dsExists = $false

    if ($ignoreIfDataSetExists)
    {
        $jsonObj = $jsonBody | ConvertFrom-Json

        $result = Get-PBIDataSet -authToken $authToken -name $jsonObj.name -groupId $groupId -Verbose

        if ($result -ne $null)
        {
            $dsExists = $true
        }
    }

    if (!$dsExists)
    {
        Write-Verbose "Creating new dataset"    
    
        $resource = "datasets"
        
        if (-not [string]::IsNullOrEmpty($defaultRetentionPolicy))
        {        
            $resource = $resource + "?defaultRetentionPolicy=$defaultRetentionPolicy"
        }        

        $result = Invoke-PBIRequest -authToken $authToken -method Post -resource $resource -body $jsonBody -groupId $groupId                
        
        Write-Verbose "DataSet created with id: '$($result.id)"
            
    }
    else {
        Write-Verbose "Dataset already exists with id: '$($result.id)"
    }
    
    Write-Output $result
}


Function Remove-PBIDataSet{
<#
.SYNOPSIS
    Delete a dataset from a workspace
 
.DESCRIPTION
    Delete a dataset from a workspace
 
.PARAMETER authToken
    The authorization token required to communicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER dataset
    A dataset object or id
     
.PARAMETER groupId
    Id of the workspace
 
.EXAMPLE
        Remove-PBIDataSet -dataset "dataset id"
.EXAMPLE
        Get-PBIDataset -name "DataSetName" | Remove-PBIDataSet
 
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin {
    }
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }    

        Invoke-PBIRequest -authToken $authToken -method Delete -resource "datasets/$($dataset.id)" -groupId $dataset.groupId        

        Write-Verbose "Deleted dataset with Id: $($dataset.id)"
    }     
    
}

Function Remove-PBIReport{
    <#
    .SYNOPSIS
        Delete a report from a workspace
     
    .DESCRIPTION
        Delete a report from a workspace
     
    .PARAMETER authToken
        The authorization token required to communicate with the PowerBI APIs
        Use 'Get-PBIAuthToken' to get the authorization token string
     
    .PARAMETER report
        A report object or id
         
    .PARAMETER groupId
        Id of the workspace
     
    .EXAMPLE
            Remove-PBIReport -dataset "dataset id"
    .EXAMPLE
            Get-PBIDataset -name "DataSetName" | Remove-PBIReport
     
    #>
        [CmdletBinding()]        
        param(                                    
            [Parameter(Mandatory=$false)] [string] $authToken,
            [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $report,
            [Parameter(Mandatory=$false)] [string] $groupId
        )
        
        begin {
        }
        process
        {                  
            if ($report -is [string])
            {            
                $report = Get-PBIReport -authToken $authToken -id $report -groupId $groupId
            }    
    
            Invoke-PBIRequest -authToken $authToken -method Delete -resource "reports/$($report.id)" -groupId $report.groupId        
    
            Write-Verbose "Deleted report with Id: $($report.id)"
        }     
        
    }
    

Function Update-PBITableSchema{
<#
.SYNOPSIS
    Updates a PowerBI Dataset Table Schema.
    Note: This operation will delete all the table rows
 
.DESCRIPTION
    Updates a PowerBI Dataset Table Schema
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER Table
    The table object, this object must be one of two types: hashtable or System.Data.DataTable
     
    If a hashtable is supplied it must have the following structure:
         
        $table = @{
                    name = "TableName"
                    ; columns = @(
                        @{ name = "Col1"; dataType = "Int64" }
                        , @{ name = "Col2"; dataType = "string" }
                        )
                }
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
                                 
        Update-PBITableSchema -authToken $authToken -dataSetId <dataSetId> -table <tableSchema>
 
#>
    [CmdletBinding()][Alias("Update-PBIDataSetTableSchema")]    
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] [string] $dataSetId,                
        [Parameter(Mandatory=$true, HelpMessage = "Must be of type [hashtable] or [datatable]")] $table,
        [Parameter(Mandatory=$false)] [hashtable] $types,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
                            
    if ($table -is [hashtable])
    {
        Assert-DataSetTableObjectSchema $table            
    }
    elseif ($table -is [System.Data.DataTable])
    {                
        $table = ConvertTo-PBITableFromDataTable $table                    
    }
    else
    {
        throw "Invalid 'table' type, must be of type [hashtable] or [dataset]"
    }
    
    $jsonBody = ConvertTo-PBIJson -obj $table -types $types
        
    Write-Verbose "Updating Table Schema of '$($table.Name)' on DataSet '$dataSetId'"    
        
    $result = Invoke-PBIRequest -authToken $authToken -method Put -resource "datasets/$dataSetId/tables/$($table.Name)" -body $jsonBody -groupId $groupId                  
    
    Write-Verbose "Table schema updated"
        
}

Function Add-PBITableRows{      
<#
.SYNOPSIS
    Add's a collection of rows into a powerbi dataset table in batches
 
.DESCRIPTION
    Add's a collection of rows into a powerbi dataset table in batches
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER DataSetId
    The id of the dataset in PowerBI
 
.PARAMETER TableName
    The name of the table of the dataset
 
.PARAMETER Rows
    The collection of rows to insert to the table.
    This parameter can have it's value from the pipeline
 
.PARAMETER BatchSize
    The size of the batch that is sent to PowerBI as HttpPost.
     
    If for example the batch size is 100 and a collection of
    1000 rows are being pushed then this cmdlet will make 10
    HttpPosts
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
         
        Add-PBITableRows -authToken $auth -dataSetId $dataSetId -tableName "Product" -rows $data -batchSize 10
         
.EXAMPLE
         
        1..53 |% { @{id = $_; name = "Product $_"}} | Add-PBITableRows -authToken $auth -dataSetId $dataSetId -tableName "Product" -batchSize 10
        53 records are uploaded to PowerBI "Product" table in batches of 10 rows.
 
#>
    [CmdletBinding()]
    [CmdletBinding(DefaultParameterSetName = "dataSetId")]    
    param(                                            
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ParameterSetName = "dataSetId")] [string] $dataSetId,
        [Parameter(Mandatory=$true, ParameterSetName = "dataSetName")] [string] $dataSetName,
        [Parameter(Mandatory=$true)] [string] $tableName,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $rows,
        [Parameter(Mandatory=$false)] [int] $batchSize = 1000,
        [Parameter(Mandatory=$false)] [string] $groupId        
    )
    
    begin{
                        
        $rowsBatch = @()    
        
        if ($PsCmdlet.ParameterSetName -eq "dataSetName")
        {
            $dataSet = Get-PBIDataSet -authToken $authToken -name $dataSetName -groupId $groupId
            
            if (-not $dataSet)
            {
                throw "Cannot find a DataSet named '$dataSetName'"
            }
            
            $dataSetId = $dataSet.Id
        }                    
    }
    process{
        
        # Build the batch of rows
                
        $rowsBatch += $rows        
        
        # When the batch is complete send to PBI
        
        if ($batchSize -ne -1 -and $rowsBatch.Count -ge $batchSize)
        {
            Add-PBITableRowsInternal -rows $rowsBatch
            $rowsBatch = @()
        }
    }
    end{
    
        # If its only one batch upload or is any batch left send to PBI
        
        if ($batchSize -eq -1 -or $rowsBatch.Count -gt 0)
        {
            Add-PBITableRowsInternal -rows $rowsBatch 
        }        
    }                    
}

Function Add-PBITableRowsInternal{          
    param(                                    
        [Parameter(Mandatory=$true)] [array] $rows        
    )
    
    $sampleRow = $rows[0]
    
    if ($sampleRow -is [System.Data.DataRow])
    {
        $table = $rows[0].Table
        
        # Convert all the rows from DataRow into a Hashtable with the columns as keys
        
        $rows = $rows |% {
            $row = $_
            
            $hash = @{}
            
            $table.Columns |% {
                $column = $_
                
                $hash.Add($column.ColumnName, $row[$column])
            }                        
            
            $hash
        }        
    }
            
    $bodyObj = @{
            rows = $rows
        } | ConvertTo-Json -Depth 2    
                
    Write-Verbose "Adding a batch of '$($rows.Count)' rows into '$tableName' table of dataset '$dataSetId'"
    
    if ($bodyObj -match """value"":.+\/Date\(")
    {
        Write-Warning "There's an issue with [datetime] and ConvertTo-Json... As an workaround please use -Types parameter to force the column type as [datetime] for example: -Types @{""Table.Date""=""datetime""} and set the row values as string like 'colValue.ToString(""yyyy-MM-dd"")'"
    }        

    Invoke-PBIRequest -authToken $authToken -method Post -resource "datasets/$dataSetId/tables/$tableName/rows" -body $bodyObj -groupId $groupId | Out-Null
}

Function Clear-PBITableRows{      
<#
.SYNOPSIS
    Delete all the rows of a PowerBI dataset table
 
.DESCRIPTION
    Delete all the rows of a PowerBI dataset table
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER DataSetId
    The id of the dataset in PowerBI
 
.PARAMETER TableName
    The name of the table of the dataset
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
        Clear-PBITableRows -authToken "authToken" -DataSetId "DataSetId" -TableName "Table"
 
#>
    [CmdletBinding()]
    [CmdletBinding(DefaultParameterSetName = "dataSetId")]    
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ParameterSetName = "dataSetId")] [string] $dataSetId,
        [Parameter(Mandatory=$true, ParameterSetName = "dataSetName")] [string] $dataSetName,
        [Parameter(Mandatory=$true)] [string] $tableName,
        [Parameter(Mandatory=$false)] [string] $groupId        
    )
    
    if ($PsCmdlet.ParameterSetName -eq "dataSetName")
    {
        $dataSet = Get-PBIDataSet -authToken $authToken -name $dataSetName -groupId $groupId
        
        if (-not $dataSet)
        {
            throw "Cannot find a DataSet named '$dataSetName'"
        }
        
        $dataSetId = $dataSet.Id
    }
            
    Write-Verbose "Deleting all the rows of '$tableName' table of dataset '$dataSetId'"

    Invoke-PBIRequest -authToken $authToken -method Delete -resource "datasets/$dataSetId/tables/$tableName/rows" -body $bodyObj -groupId $groupId     
    
}

Function Out-PowerBI
{
<#
.SYNOPSIS
A one line cmdlet that you can use to send data into PowerBI
 
.DESCRIPTION
 
 
.PARAMETER Data
The data that will be sent to PowerBI
 
.PARAMETER ClientId
The Client Id of the Azure AD application
 
.PARAMETER AuthToken
The AccessToken - Optional
 
.PARAMETER Credential
specifies a PSCredential object used to authenticate to the PowerBI service. This is used to automate the
sign in process so you aren't prompted to enter a username and password in the GUI.
 
.PARAMETER DataSetName
The name of the dataset - Optional, by default will always create a new dataset with a timestamp
 
.PARAMETER TableName
The name of the table in the DataSet - Optional, by default will be named "Table"
 
.PARAMETER BatchSize
The size of the batch that is sent to PowerBI as HttpPost.
 
If for example the batch size is 100 and a collection of
1000 rows are being pushed then this cmdlet will make 10
HttpPosts
 
.PARAMETER MultipleTables
A indication that the hashtable passed is a multitable
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
Get-Process | Out-PowerBI -clientId "7a7be4f7-c64d-41da-94db-7fb8200f029c"
 
1..53 |% {
@{
    Id = $_
    ; Name = "Record $_"
    ; Date = [datetime]::Now
    ; Value = (Get-Random -Minimum 10 -Maximum 1000)
}
} | Out-PowerBI -clientId "7a7be4f7-c64d-41da-94db-7fb8200f029c" -verbose
 
#>
    [CmdletBinding(DefaultParameterSetName = "authToken")]
    param
    (
        [Parameter(Mandatory = $true, ValueFromPipeline = $true)]
        $Data,
        [Parameter(ParameterSetName = "authToken")]
        [string]
        $AuthToken,
        [Parameter(Mandatory = $true, ParameterSetName = "credential")]
        [System.Management.Automation.CredentialAttribute()]
        $Credential,
        [string]
        $DataSetName = ("PowerBIPS_{0:yyyyMMdd_HHmmss}"    -f (Get-Date)),
        [string]
        $TableName    = "Table",        
        [int]
        $BatchSize = 1000,
        # Need this because $data could be an hashtable (multiple tables) and the rows also can be hashtables...
        [switch]
        $MultipleTables,
        [switch]
        $ForceAskCredentials,
        [switch]
        $ForceTableSchemaUpdate,
        [hashtable]
        $Types,
        [Parameter(Mandatory=$false)] [string] $groupId
    )

    begin
    {
        $dataToProcess = @()
    }
    process
    {
        $dataToProcess += $Data
    }
    end
    {
        if ($dataToProcess.Count -eq 0)
        {
            Write-Verbose "There is no data to process"
            return
        }

        if ($PsCmdlet.ParameterSetName -eq "credential")
        {
            $AuthToken = Get-PBIAuthToken -Credential $Credential
        }
        elseif ([string]::IsNullOrEmpty($AuthToken))
        {
            $AuthToken = Get-PBIAuthToken -forceAskCredentials:$ForceAskCredentials
        }       

        # Prepare the Data to be processed
        if ($dataToProcess.Count -eq 1)
        {
            $dataToProcessSample = $dataToProcess[0]

            # If is a DataSet then transform to a hashtable with DataTables in it
            if ($dataToProcessSample -is [System.Data.DataSet])
            {
                $dataToProcess = @{}

                $dataToProcessSample.Tables | Foreach-Object {
                    $dataToProcess.Add($_.TableName, $_)
                }
            }
            elseif ($MultipleTables -and ($dataToProcessSample -is [hashtable]))
            {
                $dataToProcess = $dataToProcess[0]
            }
            else
            {
                $dataToProcess = @{$TableName = $dataToProcess}
                #throw "When -multipleTables is specified you must pass into -data an hashtable with a key for each table"
            }
        }
        else
        {
            $dataToProcess = @{$TableName = $dataToProcess}
        }

        # Remove empty tables
        $tablesToRemove = $dataToProcess.GetEnumerator() | Where-Object {-not $_.Value } | Select-Object -ExpandProperty Key

        $tablesToRemove | Foreach-Object {
            $dataToProcess.Remove($_)
        }

        # Create the DataSet in PowerBI (if not exists)
        $pbiDataSet = Get-PBIDataSet -authToken $AuthToken -name $DataSetName -groupId $groupId

        if ($pbiDataSet -eq $null -or $ForceTableSchemaUpdate)
        {
            # Create the DataSet schema object
            $dataSet = @{
                name = $DataSetName
                tables = @()
            }

            # Process each table schema individually
            foreach ($h in ($dataToProcess.GetEnumerator() | Sort-Object -Property Name)) {

                $dataSet.tables += ConvertTo-PBITable -obj $h.Value -name $h.Name
            }

            if ($pbiDataSet -eq $null)
            {
                $pbiDataSet = New-PBIDataSet -authToken $AuthToken -dataSet $dataSet -types $Types -groupId $groupId
            }
            else
            {
                # Updates the schema of all the tables
                $dataSet.tables | Foreach-Object {
                    Update-PBITableSchema -authToken $AuthToken -dataSetId $pbiDataSet.id -table $_ -types $Types -groupId $groupId
                }
            }
        }

        # Upload rows for each table
        foreach ($h in ($dataToProcess.GetEnumerator() | Sort-Object -Property Name))
        {
            $TableName = $h.Name
            $tableData = ConvertTo-PBITableData $h.Value
            $tableData | Add-PBITableRows -authToken $AuthToken -dataSetId $pbiDataSet.Id -tableName $TableName -batchSize $BatchSize -groupId $groupId
        }
    }
}

Function Get-PBIImports{
<#
.SYNOPSIS
    Gets all the PowerBI imports made by the user and returns as an array of custom objects.
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER ImportId
    The id of the import in PowerBI
.PARAMETER GroupId
    Id of the workspace where the reports will get pulled
.EXAMPLE
        Get-PBIImports -authToken $authToken
 
.EXAMPLE
        Get-PBIImports -authToken $authToken
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$false)] [string] $importId,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    Write-Verbose "Getting Imports"
    
    $resource = "imports"
    
    if (-not [string]::IsNullOrEmpty($importId))
    {
        $resource = "imports/$importId"
    }    
    
    $result = Invoke-PBIRequest -authToken $authToken -method Get -resource $resource -groupId $groupId
    
    Write-Output $result
}

Function Import-PBIFile{
<#
.SYNOPSIS
    Creates new content on the specified workspace from a .pbix file.
 
.DESCRIPTION
    Creates new content on the specified workspace from a .pbix file.
 
.PARAMETER authToken
    The authorization token required to comunicate with the PowerBI APIs.
    Use `Get-PBIAuthToken` to get the authorization token string.
 
.PARAMETER file
    The full path to the .pbix file.
 
.PARAMETER dataSetName
    The display name of the dataset, should include file extension.
 
.PARAMETER nameConflict
    Determines what to do if a dataset with the same name already exists.
 
.PARAMETER groupId
    The workspace ID.
 
.EXAMPLE
    $file = Resolve-Path .\Samples\PBIX\MyMovies.pbix
    $authToken = Get-PBIAuthToken -Verbose
    Import-PBIFile -authToken $authToken -file $file -verbose
 
.EXAMPLE
    $file = Resolve-Path .\Samples\PBIX\MyMovies.pbix
    $authToken = Get-PBIAuthToken -Verbose
    $group = Get-PBIGroup -name "Test Workspace"
    $result = Import-PBIFile -authToken $authToken -groupId $($group.id) -file $file -verbose
    $importResult = Get-PBIImports $authToken -groupId $($group.id) -importId $($id.id)
    $importResult | Out-GridView
 
.NOTES
    To import .pbix files larger than 1 GB, see https://docs.microsoft.com/en-us/rest/api/power-bi/imports/createtemporaryuploadlocation, suported only for workspaces on premium capacity.
#>
    [CmdletBinding()]        
    param(        
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $file,
        [Parameter(Mandatory=$false)] [string] $dataSetName,
        [Parameter(Mandatory=$false)]
        [ValidateSet("Abort","Overwrite","Ignore","CreateOrOverwrite")]
        [string]$nameConflict = "Ignore",
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin
    {            
    }
    process
    {               
        if ($file -is [System.IO.FileSystemInfo])
        {
            $filePath = $file.FullName
        }
        elseif ($file -is [string]) {
            $filePath = $file
        }
        else {
            throw "Unsuported type for -file"
        }

        $fileName = [uri]::EscapeDataString([IO.Path]::GetFileName($filePath))
    
        $reportDataSetName = $dataSetName

        if ([string]::IsNullOrEmpty($dataSetName))
        {
            $reportDataSetName = $fileName
        }                            
        
        $boundary = [System.Guid]::NewGuid().ToString("N")   
            
        $fileBin = [IO.File]::ReadAllBytes($filePath)          
        
        $enc = [System.Text.Encoding]::GetEncoding("iso-8859-1")
        
        $fileEnc = $enc.GetString($fileBin)    
        
        $LF = [System.Environment]::NewLine
        
        $bodyLines = (
            "--$boundary",
            "Content-Disposition: form-data; name=`"file0`"; filename=`"$fileName`"; filename*=UTF-8''$fileName",
            "Content-Type: application/x-zip-compressed$LF",
            $fileEnc,
            "--$boundary--$LF"
        ) -join $LF            

        $result = Invoke-PBIRequest -authToken $authToken -method Post -resource "imports?datasetDisplayName=$reportDataSetName&nameConflict=$nameConflict" `
            -ContentType "multipart/form-data; boundary=--$boundary" -Body $bodyLines -groupId $groupId
        
        Write-Output $result
    }        
}

Function Export-PBIReport{
<#
.SYNOPSIS
    Download reports as PBIX files to the specified folder.
 
.EXAMPLE
 
    Get-Report -name "SampleReport" | Export-PBIReport
 
.EXAMPLE
 
    # Get's all reports from current workspace and saves them on the destination folder
    Get-PBIReport | Export-PBIReport -destinationFolder ".\OutputFolder"
 
.EXAMPLE
 
    Export-PBIReport -report {ReportGUID}
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER Report
    The PBI Report Object or Report Id (GUID)
 
.PARAMETER destinationFolder
    A string with the path to the destination folder
 
.PARAMETER Timeout
    Timeout seconds for the export HTTP request
 
#>
    [CmdletBinding()]
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $report,
        [Parameter(Mandatory=$false)] [string] $destinationFolder = ".",
        [Parameter(Mandatory=$false)] [int] $timeout = 300,
        [Parameter(Mandatory=$false)] [string] $groupId
    )

    begin
    {
        # ensure folder
        New-Item -ItemType Directory -Path $destinationFolder -Force -ErrorAction SilentlyContinue | Out-Null           
    }
    process
    {               
        if ($report -is [string])
        {            
            $report = Get-PBIReport -authToken $authToken -id $report -groupId $groupId
        }        

        Write-Verbose "Downloading report '$($report.id)' to '$destinationFolder\$($report.name).pbix"
    
        Invoke-PBIRequest -authToken $authToken -method Get -groupId $report.groupId -resource "reports/$($report.id)/Export" -TimeoutSec $timeout -OutFile "$destinationFolder\$($report.name).pbix" | Out-Null
    }    
}

Function Copy-PBIReports{
<#
.SYNOPSIS
    Duplicate reports by suppling a list of the reports to copy.
    Returns an object containing the new reports' metadata.
.EXAMPLE
    Get-PBIReport | Copy-PBIReport -authToken $authToken -targetWorkspaceId GUID -targetDataSetId GUID
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER report
    The PBI Report Object or Report Id (GUID)
.PARAMETER targetName
    Name of the report in the target workspace
.PARAMETER targetWorkspaceId
    Target workspace id (GUID)
.PARAMETER targetModelId
    Target dataset id (GUID)
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,        
        [Parameter(Mandatory=$true, ValueFromPipeline = $true, ParameterSetName="default")] $report,
        [Parameter(Mandatory=$false)] [string] $targetName,
        [Parameter(Mandatory=$false)] [string] $targetWorkspaceId,
        [Parameter(Mandatory=$false)] [string] $targetModelId,
        [Parameter(Mandatory=$false)] [string] $groupId
    )    

    begin
    {        
    }
    process
    {    
        if ($report -is [string])
        {            
            $report = Get-PBIReport -authToken $authToken -id $report -groupId $groupId
        }        

        if ($report)
        {
            if ([string]::IsNullOrEmpty($targetName)){
                $targetName = $report.name
            }            
            
            $bodyObj = @{
                name=$targetName
                ;
                targetWorkspaceId = $targetWorkspaceId
                ;                
                targetModelId = $targetModelId
            }

            $res = Invoke-PBIRequest -authToken $authToken -method Post -groupId $report.groupId -resource "reports/$($report.id)/Clone" -Body ($bodyObj | ConvertTo-Json)

            Write-Output $res    
        }
        else {
            throw "Cannot find report '$report'"
        }                
    }         
}


Function Set-PBIReportsDataset{
<#
.SYNOPSIS
    Rebind reports to another dataset on the same workspace.
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER report
    The PBI Report Object or Report Id (GUID)
 
.PARAMETER sourceDataSetId
    A string with the source dataset id, when executed with this parameter all the reports that target the source dataset will be rebinded
 
.PARAMETER targetDatasetId
    A string with the new dataset id to bind the reports
 
.EXAMPLE
    Set-PBIReportsDataset -report "ReportId" -targetDatasetId "DataSetId"
 
.EXAMPLE
    Get-PBIReport | Set-PBIReportsDataset -targetDatasetId "DataSetId"
 
.EXAMPLE
    # Rebind all the reports from Source DataSet to the Target DataSet
    Set-PBIReportsDataset -sourceDatasetId "SourceDataSetId" -targetDatasetId "DataSetId"
#>
    [CmdletBinding(DefaultParameterSetName = 'default')]
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true, ParameterSetName="default")] $report,
        [Parameter(Mandatory=$true, ParameterSetName="sourceDS")] $sourceDatasetId,        
        [Parameter(Mandatory=$true)] [string] $targetDatasetId,        
        [Parameter(Mandatory=$false)] [int] $timeout = 300,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin
    {        
        $targetDataSet = Get-PBIDataSet -authToken $authToken -id $targetDatasetId -groupId $groupId
        
        if ($PSCmdlet.ParameterSetName -eq 'sourceDS')
        {
            # Get all reports that target the source dataset

            $reportArray = @(Get-PBIReport -authToken $authToken -groupId $groupId) |? datasetId -eq $sourceDatasetId
        }    
    }
    process
    {                  
        if ($report -ne $null)
        {
            if ($report -is [string])
            {            
                $report = Get-PBIReport -authToken $authToken -id $report -groupId $groupId
            }        

            $reportArray = @($report) 
        }

        $reportArray |% {
        
            $report = $_

            Write-Verbose "Rebinding report '$($report.name)' (id: $($report.id)) to dataset $($targetDataSet.name) (id: $($targetDataSet.id))"

            $bodyObj = @{datasetId=$targetDataSet.id}                
            
            Invoke-PBIRequest -authToken $authToken -method Post -resource "reports/$($report.id)/Rebind" -Body ($bodyObj | ConvertTo-Json) -groupId $report.groupId

        }                
    }       
}

Function Request-PBIDatasetRefresh{
<#
.SYNOPSIS
    Refresh one or more datasets
 
.EXAMPLE
    Request-PBIDatasetRefresh -dataset "GUID"
 
.EXAMPLE
    Get-PBIDataSet -name "Dataset name" | Request-PBIDatasetRefresh
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin {}
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }    

        Invoke-PBIRequest -authToken $authToken -method Post -resource "datasets/$($dataset.id)/refreshes" -groupId $dataset.groupId

        Write-Verbose "Sent refresh command for dataset '$($dataset.name)' (id: $($dataset.id))"
    }     
}

Function Get-PBIDatasetRefreshHistory{
<#
.SYNOPSIS
    Get refresh history of one or more datasets
 
.EXAMPLE
    Get-PBIDatasetRefreshHistory -dataset "GUID"
 
.EXAMPLE
    Get-PBIDataSet -name "Dataset name" | Get-PBIDatasetRefreshHistory
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER Top
    Limit the number of items returned by the top N
 
#>
    [CmdletBinding()]        
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$false)] [int] $top,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin {}
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }    

        if ($dataset.isRefreshable)
        {
            $uriScope="datasets/$($dataset.id)/refreshes"
                
            if ($top){
                $uriScope+="/?`$top=$top"
            }
                
            Write-Verbose "Getting Refresh History for DataSet: $($dataset.name)"

            $res = Invoke-PBIRequest -authToken $authToken -method Get -resource $uriScope -groupId $dataset.groupId

            Write-Output $res    
        }
        else
        {
            Write-Verbose "DataSet '$($dataset.name)' is not refreshable"
        }  
    }       
}

function Get-PBIDatasetParameters{
<#
.SYNOPSIS
    Gets all parameters available in one or more datasets.
         
.EXAMPLE
    Get-PBIDatasetParametersy -dataset "GUID"
 
.EXAMPLE
    Get-PBIDataSet -name "Dataset name" | Get-PBIDatasetParameters
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
#>
    [CmdletBinding()]
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
    
    begin {}
    process
    {                
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }
  
        $res = Invoke-PBIRequest -authToken $authToken -method Get -resource "datasets/$($dataset.id)/parameters" -groupId $dataset.groupId

        Write-Output $res
    }   
}

function Set-PBIDatasetParameters{
<#
.SYNOPSIS
    Change parameter values in one or more datasets.
         
.EXAMPLE
    Set-PBIDatasetParameters -dataset "GUID" -parameters @(...)
 
.EXAMPLE
    Get-PBIDataSet -name "Dataset name" | Set-PBIDatasetParameters -parameters @(...)
 
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
 
.PARAMETER Parameters
    An hashtable with the following structure:
 
    $parameters = @(
            @{
                name="ParameterName"
                newValue="NewParameterValue"
            },
            ...
        )
 
#>
    [CmdletBinding()]
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$true)] $parameters,
        [Parameter(Mandatory=$false)] [string] $groupId
    )

    begin {}
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }

        $bodyObj = @{updateDetails=$parameters}

        Invoke-PBIRequest -authToken $authToken -method Post -resource "datasets/$($dataset.id)/UpdateParameters" -Body ($bodyObj | ConvertTo-Json)    -groupId $dataset.groupId    

        Write-Verbose "Parameters changed on dataset $($dataset.name) $($dataset.id)"    
    }   
}


Function Update-PBIDatasetDatasources {
<#
.SYNOPSIS
    Update the datasource of a dataset
.DESCRIPTION
    Changes the connection string of an existing dataset in PowerBI
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER DatasetId
    The Id of the dataset which conection is to be modified.
.PARAMETER DatasourceType
    The type of the datasource. The type cannot be changed from original to target.
    e.g. "AnalysisServices" or "Sql"
.PARAMETER OriginalServer
    Original server.
.PARAMETER originalDatabase
    Original database.
.PARAMETER TargetServer
    New Server.
.PARAMETER TargetDatabase
    New database.
.EXAMPLE
    Update-PBIDatasetDatasources -dataset xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx -datasourceType AnalysisServices -originalServer "asazure://eastus.asazure.windows.net/myssas" -originalDatabase "wideworldimporters" -targetServer "asazure://eastus.asazure.windows.net/myssas" -targetDatabase "wideworldimporters2"
.EXAMPLE
    Get-PBIDataSet -name "DS Name" | Update-PBIDatasetDatasources -datasourceType AnalysisServices -originalServer "asazure://eastus.asazure.windows.net/myssas" -originalDatabase "wideworldimporters" -targetServer "asazure://eastus.asazure.windows.net/myssas" -targetDatabase "wideworldimporters2"
     
#>
    [CmdletBinding()]
    param(
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$true)] $datasourceType,
        [Parameter(Mandatory=$true)] $originalServer,
        [Parameter(Mandatory=$true)] $originalDatabase,
        [Parameter(Mandatory=$true)] $targetServer,
        [Parameter(Mandatory=$true)] $targetDatabase,
        [Parameter(Mandatory=$false)] [string] $groupId
    )
          
    begin {

        $body = @"
{
  "updateDetails":[
    {
      "connectionDetails":
      {
        "server": "$($targetServer)",
        "database": "$($targetDatabase)"
      },
      "datasourceSelector":
      {
        "datasourceType": "$($datasourceType)",
        "connectionDetails":
        {
          "server": "$($originalServer)",
          "database": "$($originalDatabase)"
        }
      }
    }
  ]
}
"@
    }
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset
        }    

        # documentation at https://msdn.microsoft.com/en-us/library/mt814715.aspx

        Invoke-PBIRequest -authToken $authToken -method Post -resource "datasets/$($dataset.id)/updatedatasources" -Body $body -groupId $dataset.groupId

    } 
}

Function Get-PBIDatasources{
<#
.SYNOPSIS
    Gets DataSet connections
#>
    [CmdletBinding()]    
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true, ValueFromPipeline = $true)] $dataset,
        [Parameter(Mandatory=$false)] [string] $groupId
    )

    begin {}
    process
    {                  
        if ($dataset -is [string])
        {            
            $dataset = Get-PBIDataSet -authToken $authToken -id $dataset -groupId $groupId
        }    

        $result = Invoke-PBIRequest -authToken $authToken -method Get -resource "datasets/$($dataset.id)/dataSources" -groupId $dataset.groupId

        Write-Output $result
    }         
}

Function Get-PBIActivityEvents{
<#
.SYNOPSIS
    Gets Power BI Activity Events
.PARAMETER AuthToken
    The authorization token required to comunicate with the PowerBI APIs
    Use 'Get-PBIAuthToken' to get the authorization token string
.PARAMETER startDateTime
    Start date and time of the window for audit event results
.PARAMETER endDateTime
    End date and time of the window for audit event results
.PARAMETER filter
    Filters the results based on a boolean condition, using 'Activity', 'UserId', or both properties. Supports only 'eq' and 'and' operators.
#>
    [CmdletBinding()]    
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] [datetime] $startDateTime,
        [Parameter(Mandatory=$true)] [datetime] $endDateTime,
        [Parameter(Mandatory=$false)] [string] $filter
    )

    begin {}
    process
    {         
        $odataParams = "startDateTime='$($startDateTime.ToString("s"))'&endDateTime='$($endDateTime.ToString("s"))'"

        if (![string]::IsNullOrEmpty($filter))
        {
            $odataParams += "&`$filter=$filter"
        }

        $result = Invoke-PBIRequest -authToken $token -resource "activityevents" -admin -odataParams $odataParams 
             
        Write-Output $result

    }         
}

Function Invoke-PBIRequest{
<#
.SYNOPSIS
    Invoke a raw PBI Post/Get
         
#>
    [CmdletBinding()]        
    param(                                    
        [Parameter(Mandatory=$false)] [string] $authToken,
        [Parameter(Mandatory=$true)] [string] $resource,
        [Parameter(Mandatory=$false)] [ValidateSet('Get','Post','Delete', 'Put', 'Patch')] [string] $method = "Get",
        [Parameter(Mandatory=$false)] $body,        
        [Parameter(Mandatory=$false)] [ValidateSet('Individual','Admin')] [string] $scope = "Individual",
        [Parameter(Mandatory=$false)] [string] $contentType = "application/json",
        [Parameter(Mandatory=$false)] [int] $timeoutSec = 240,
        [Parameter(Mandatory=$false)] [string] $outFile,
        [Parameter(Mandatory=$false)] [string] $groupId,
        [Parameter(Mandatory=$false)] [switch] $ignoreGroup = $false,
        [Parameter(Mandatory=$false)] [switch] $admin = $false,
        [Parameter(Mandatory=$false)] [string] $odataParams = $null
            
    )
          
    if ([string]::IsNullOrEmpty($authToken))
    {
        $authToken = Get-PBIAuthToken
    }    

    $headers = @{
        'Content-Type'= $contentType
        'Authorization'= "Bearer $authToken"
        }    

    if ([string]::IsNullOrEmpty($groupId) -and ![string]::IsNullOrEmpty($script:pbiGroupId))
    {
        $groupId = $script:pbiGroupId
    }

    if (!$ignoreGroup)# -and !$admin)
    {
        if (![string]::IsNullOrEmpty($groupId))
        {
            $resource = "groups/$groupId/$resource"
        }                
    }
    
    $url = $script:pbiAPIUrl    

    if ($admin)
    {
        $url += "/admin"
    }
        
    $url += "/$resource"
    
    if ($odataParams)
    {
        $url += "?$odataParams"    
    }
        
    try
    {
        $result = Invoke-RestMethod -Uri $url -Headers $headers -Method $method -Body $body -ContentType $contentType `
            -TimeoutSec $timeoutSec -OutFile $outFile        
        
        $output = $result

        if ($result -ne $null)
        {
            if ($result.PSObject.Properties['value'])
            {
                $output = $result.value
            }

            if ($resource -eq "activityevents" -and $result)
            {
                $output = @($result.activityEventEntities)
                
                while($result.continuationToken -ne $null)
                {          
                    $result = Invoke-RestMethod -Uri $result.continuationUri -Headers $headers -Method $method -ContentType $contentType -TimeoutSec $timeoutSec
                         
                    if ($result.activityEventEntities)
                    {
                        $output += $result.activityEventEntities  
                    }
                }
            }
        }               
        
        if ($output)
        {
            # Add the groupId to the object

            if (![string]::IsNullOrEmpty($groupId))
            {
                $output = $output | Select *, @{Name="groupId"; Expression={ $groupId }} 
            }
        
            Write-Output $output            
        }
    }
    catch [System.Net.WebException]
    {
        $ex = $_.Exception

        try
        {
            if ($ex.Response -ne $null)
            {
                $stream = $ex.Response.GetResponseStream()

                $reader = New-Object System.IO.StreamReader($stream)

                $reader.BaseStream.Position = 0

                $reader.DiscardBufferedData()

                $errorContent = $reader.ReadToEnd()
            
                $message = "$($ex.Message) - '$errorContent'"
            }
            else {
                $message = "$($ex.Message) - 'Empty'"
            }

            Write-Error -Exception $ex -Message $message
        }
        catch
        {
            throw;
        }
        finally
        {
            if ($reader) { $reader.Dispose() }
            
            if ($stream) { $stream.Dispose() }
        }               
    }
}


#region Private Methods

Function ConvertTo-PBIJson{
    param(        
            $obj,
            [hashtable] $types
        )
        
    $jsonBody = $obj | ConvertTo-Json -Depth 4
    
    # If custom types are defined change them
    
    if ($types -ne $null -and $types.count -ne 0)
    {
        # Workaround to not have issues with DateTimes & ConvertTo-Json (http://stackoverflow.com/questions/26067906/format-a-datetime-in-powershell-to-json-as-date1411704000000)
    
        Write-Verbose "Changing dataset types"
        
        $jsonObj = ConvertFrom-Json $jsonBody
        
        $tables = $jsonObj.tables
        
        if (-not $tables)
        {    
            $tables = @($jsonObj)
        }
        
        $tables |% {
                $table = $_
                $table.columns |% {
                    
                    $typeKey = "$($table.name).$($_.name)"
                    
                    if ($types.containsKey($typeKey))
                    {
                        $_.dataType = $types[$typeKey]
                    }            
                }
            }
        
        $jsonBody = $jsonObj | ConvertTo-Json -Depth 4    
    }
    
    $jsonBody
}

Function ConvertTo-PBIDataSet($dataSet)
{
    $ds = @{
            name = $dataSet.DataSetName
            ; tables = $dataSet.Tables |%{
                
                $table = $_
                
                ConvertTo-PBITableFromDataTable $table                                    
            }                        
        }
        
    return $ds
}

Function ConvertTo-PBITableFromDataTable($table)
{                                                
    $pbiTable = @{ 
        name = $table.TableName
        ; columns = $table.Columns |% {
            $column = $_        
            
            $pbiTypeName = ConvertTo-PBIDataType $column.DataType.Name         
                                            
            return @{ name = $column.ColumnName; dataType = $pbiTypeName  }
        }                                                
    }                                            
        
    return $pbiTable
}

Function ConvertTo-PBITable($obj, $name)
{                
    $pbiTable = @{name = $name; columns = @()}
    
    if ($obj -is [System.Data.DataTable])
    {
        $pbiTable = ConvertTo-PBITableFromDataTable $obj                        
    }
    elseif($obj -is [array] -and $obj[0] -is [System.Data.DataRow])
    {
        $pbiTable = ConvertTo-PBITableFromDataTable $obj[0].Table
    }
    else
    {
        $sampleRow = $obj | Select -First 1                            
                
        if ($sampleRow -is [hashtable])
        {
            $properties = $sampleRow.Keys | Select @{N="Name";E={$_}}
        }            
        elseif ($sampleRow.PSStandardMembers.DefaultDisplayPropertySet)
        {
            $properties = $sampleRow | Get-Member -MemberType *Property -Name $sampleRow.PSStandardMembers.DefaultDisplayPropertySet.ReferencedPropertyNames    
        }
        else
        {
            $properties = $sampleRow | Get-Member -MemberType *Property
        }
                    
        $properties |% {
            
            $value = $sampleRow.$($_.Name)

            if ($value -ne $null)
            {
                $typeName = $value.GetType().Name
            
                $pbiDataType = ConvertTo-PBIDataType $typeName
            }
            else
            {
                $typeName = "string"
            }            
                            
            $pbiTable.columns += @{name = $_.Name; dataType = $pbiDataType}                
        }
    }                                    
        
    return $pbiTable
}

Function ConvertTo-PBITableData($data)
{            
    # DataTable already define the columns that are to be uploaded
    
    if ($data -is [System.Data.DataTable])
    {
        return $data
    }
    
    $sampleRow = $data | Select -First 1                            
            
    if ($sampleRow -is [System.Data.DataRow])
    {
        return (,$sampleRow.Table)
    }
    elseif ($sampleRow -is [hashtable])
    {                
        # Hashtable already defines the properties to send to PBI
        return $data
    }            
    elseif ($sampleRow.PSStandardMembers.DefaultDisplayPropertySet)
    {
        $properties = $sampleRow | Get-Member -MemberType *Property -Name $sampleRow.PSStandardMembers.DefaultDisplayPropertySet.ReferencedPropertyNames    
    }
    else
    {
        $properties = $sampleRow | Get-Member -MemberType *Property
    }
    
    $data = $data | select @($properties | Select -ExpandProperty Name)    
    
    return $data                
}

Function ConvertTo-PBIDataType($typeName, $errorIfNotCompatible = $true)
{            
    $pbiTypeName = switch -regex ($typeName) 
    { 
        "Int(?:\d{2})?" {"Int64"}
        "Double|Decimal" {"Double"}
        "Boolean" {"bool"}
        "Datetime" {"Datetime"}
        "String" {"String"}
        default {
            if ($errorIfNotCompatible)
            {
                throw "Type '$typeName' not supported in PowerBI"
            }            
        }
    }    
    
    return $pbiTypeName
}


Function Assert-DataSetObjectSchema($dataSet)
{
    if (-not $dataSet.ContainsKey("name"))
    {
        throw "'dataSet.name' dont exists"
    }
    
    if (-not $dataSet.ContainsKey("tables"))
    {
        throw "'dataSet.tables' dont exists"
    }
    if (-not $dataSet.tables -is [array])
    {
        throw "'dataSet.tables' object must be an array"
    }
    
    $dataSet.tables |% {
    
        $table = $_
        
        Assert-DataSetTableObjectSchema $table
        
    }
}

Function Assert-DataSetTableObjectSchema($table)
{                
    if (-not $table.ContainsKey("name"))
    {
        throw "'table.name' dont exists"
    }
    
    if (-not $table.columns -is [array])
    {
        throw "'table.columns' object must be an array"
    }    
    
    $table.columns |% {
        $column = $_
        
        if (-not $column.ContainsKey("name"))
        {
            throw "'column.name' dont exists"
        }
        
        if (-not $column.ContainsKey("dataType"))
        {
            throw "'column.dataType' dont exists"
        }
    }    
}

Function Resolve-GroupId($authToken, $groupId, $groupName)
{        
    if (-not [string]::IsNullOrEmpty($groupName))
    {
        $groupId = @(Get-PBIGroup -authToken $authToken -name $groupName)[0].id
    }    
    
    return $groupId
}

function Get-PBIGroupDatasets ($authToken, $groupId) {
    $actualGroupId = $script:pbiGroupId
    try{
        Set-PBIGroup -authToken $authToken -id $groupId
        $datasets = Get-PBIDataSet -authToken $authToken
    }
    finally{
        Set-PBIGroup -authToken $authToken -id $actualGroupId
    }
    return $datasets
}

function Find-ByIdOrName ($items, $id, $name) {
    
    if (![string]::IsNullOrEmpty($id)){
        Write-Output @($items | Where-Object id -eq $id)
    }
    elseif (![string]::IsNullOrEmpty($name)){
        Write-Output @($items | Where-Object name -eq $name)
        }
        else {
            Write-Output $items
        }        
}

# https://stackoverflow.com/a/48154663
function ParseErrorForResponseBody($Error) {
    if ($PSVersionTable.PSVersion.Major -lt 6) {
        if ($Error.Exception.Response) {  
            $Reader = New-Object System.IO.StreamReader($Error.Exception.Response.GetResponseStream())
            $Reader.BaseStream.Position = 0
            $Reader.DiscardBufferedData()
            $ResponseBody = $Reader.ReadToEnd()
            if ($ResponseBody.StartsWith('{')) {
                $ResponseBody = $ResponseBody | ConvertFrom-Json | ConvertTo-Json -Compress
            }
            return $ResponseBody
        }
    }
    else {
        return $Error.ErrorDetails.Message
    }
}

#endregion