Public/Get-PfaChartData.ps1

function Get-PfaChartData {
    <#
    .SYNOPSIS
    Retrieves all necessary data and preformats for New-PfaChart.
 
    .DESCRIPTION
    Uses Invoke-PfaApiRequest to retrieve data from Array that is preformatted for New-PfaChart.
 
    .PARAMETER Array
    FlashArray object to query.
 
    .PARAMETER Credential
    Username and Password needed for authentication.
 
    .PARAMETER Type
    Specifies the type of chart. Acceptable values are:
        Dashboard
        Performance
        Capacity
        Replication
     
    .PARAMETER ChartName
    Dynamic Parameter: Specifies the chart name. Only available if Type is Dashboard. Acceptable values are:
        Overview
        Capacity
 
    .PARAMETER Group
    Dynamic Parameter: Specifies the chart group. Acceptable values are dependent on which Type is specified.
        Type: Performance
            Group can be Array, Volume, Volumes, Volume Groups, and File System, Pods, Directories
        Type: Capacity
            Group can be Array, Volumes, Volume Groups, Pods, and Directories
        Type: Replication
            Group can be Array or Volume
 
    .PARAMETER Historical
    Specify a different timespan for chart. Acceptable values are 5m, 1h, 3h, 24h, 7d, 30d, 90d, and 1y. Only valid on Performance, Capacity, and Replication Charts.
 
    .PARAMETER Filter
    This parameter is here for future usage (hopefully). Not all API queries support this option. Currently, none used by Get-PfaChartData qualify.
 
    .PARAMETER Name
    This parameter is used to limit queries to specific names.
 
    .PARAMETER ApiVersion
    Optional parameter to specify the REST API version to interact with.
 
    .EXAMPLE
    Retrieve data to create a chart that resembles the "Dashboard -> Capacity" in the Purity//FA UI
    $DashboardMetrics = Get-PfaChartData -Array $FlashArray -Type Dashboard -ChartName Capacity
 
    .EXAMPLE
    Retrieve data to create a chart that resembles the "Storage -> ArrayName" in the Purity//FA UI
    $DashboardMetrics = Get-PfaChartData -Array $FlashArray -Type Dashboard -ChartName Overview
 
    .NOTES
    Author: brandon said
    #>

    [CmdletBinding()]
    param (
        [Parameter(Mandatory = $true, Position = 0)]
        [ValidateNotNullOrEmpty()]
        [PureStorageRestApi]$Array,

        [Parameter(Mandatory = $false)]
        [ValidateNotNull()]
        [System.Management.Automation.PSCredential]
        [System.Management.Automation.Credential()]
        $Credential,

        [Parameter(Mandatory = $true, Position = 1)]
        [ValidateNotNullOrEmpty()]
        [ValidateSet('Dashboard', 'Performance', 'Capacity', 'Replication')]
        [String]$Type,

        [Parameter(Mandatory = $false, Position = 2)]
        [ValidateNotNullOrEmpty()]
        [String]$ApiVersion = "2.7"
    )
    DynamicParam {
        $DynamicParameters = New-Object System.Management.Automation.RuntimeDefinedParameterDictionary

        if ($Type -eq 'Dashboard') {
            New-DynamicParameter -Name 'ChartName' -Type ([string]) -Position 0 -Mandatory -ValidateSet @('Health', 'Overview', 'Capacity') -Dictionary $DynamicParameters
        } elseif ($Type -eq 'Performance') {
            New-DynamicParameter -Name 'Group' -ValidateSet @('Array', 'Volume', 'Volumes', 'Volume Groups', 'File System', 'Pods', 'Directories') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Historical' -ValidateSet @('5m', '1h', '3h', '24h', '7d', '30d', '90d', '1y') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Filter' -Type ([String]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Name' -Type ([String]) -Position 0 -Dictionary $DynamicParameters
        } elseif ($Type -eq 'Capacity') {
            New-DynamicParameter -Name 'Group' -ValidateSet @('Array', 'Volumes', 'Volume Groups', 'Pods', 'Directories') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Historical' -ValidateSet @('5m', '1h', '3h', '24h', '7d', '30d', '90d', '1y') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Filter' -Type ([String]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Name' -Type ([String]) -Position 0 -Dictionary $DynamicParameters
        } elseif ($Type -eq 'Replication') {
            New-DynamicParameter -Name 'Group' -ValidateSet @('Array', 'Volume') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
            New-DynamicParameter -Name 'Historical' -ValidateSet @('5m', '1h', '3h', '24h', '7d', '30d', '90d', '1y') -Type ([string]) -Position 0 -Dictionary $DynamicParameters
        }
        $DynamicParameters
    }

    begin {
        New-DynamicParameter -CreateVariables -BoundParameters $PSBoundParameters
        if ($null -eq $Name) {
            $Name = "*"
        }
        switch ($Historical) {
            '5m'    {
                $Resolution = 1000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddMinutes(-5)).ToUnixTimeMilliseconds()
            }
            '1h'    {
                $Resolution = 30000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddHours(-1)).ToUnixTimeMilliseconds()
            }
            '3h'    {
                $Resolution = 30000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddHours(-3)).ToUnixTimeMilliseconds()
            }
            '24h'   {
                $Resolution = 300000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddHours(-24)).ToUnixTimeMilliseconds()
            }
            '7d'    {
                $Resolution = 1800000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddDays(-7)).ToUnixTimeMilliseconds()
            }
            '30d'   {
                $Resolution = 7200000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddDays(-30)).ToUnixTimeMilliseconds()
            }
            '90d'   {
                $Resolution = 28800000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddDays(-90)).ToUnixTimeMilliseconds()
            }
            '1y'    {
                $Resolution = 86400000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddYears(-1)).ToUnixTimeMilliseconds()
            }
            ''    {
                $Resolution = 300000
                $StartTime  = $([DateTimeOffset]$(Get-Date).AddHours(-24)).ToUnixTimeMilliseconds()
            }
        }
    }

    process {
        if ($Type -eq 'Dashboard') {
            if ($ChartName -eq 'Capacity') {
                try {
                    if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                        $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/array?space=true" -ApiVersion 1.18 -SkipCertificateCheck -ErrorAction Stop
                        [PSCustomObject]@{
                            Unique          = $RestResponse.Volumes
                            Snapshots       = $RestResponse.Snapshots
                            Shared          = $RestResponse.Shared_Space
                            System          = $RestResponse.System
                            Empty           = $RestResponse.Capacity - $RestResponse.Total
                            DataReduction   = $RestResponse.Data_Reduction
                            Used            = $RestResponse.Total
                            Total           = $RestResponse.Capacity
                            TotalReduction  = $RestResponse.Total_Reduction
                            ProvisionedSize = $RestResponse.Provisioned
                            #Replication =
                        }
                    } else {
                        $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/arrays" -SkipCertificateCheck -ErrorAction Stop
                        [PSCustomObject]@{
                            Unique          = $RestResponse.Space.Unique
                            Snapshots       = $RestResponse.Space.Snapshots
                            Shared          = $RestResponse.Space.Shared
                            System          = $RestResponse.Space.System
                            Empty           = $RestResponse.Capacity - $RestResponse.Space.Total_Physical
                            DataReduction   = $RestResponse.Space.Data_Reduction
                            Used            = $RestResponse.Space.Total_Physical
                            Total           = $RestResponse.Capacity
                            TotalReduction  = $RestResponse.Space.Total_Reduction
                            ProvisionedSize = $RestResponse.Space.Total_Provisioned
                            Replication     = $RestResponse.Space.Replication
                        }
                    }
                } catch {
                    Write-Error $_
                }
            }
            if ($ChartName -eq 'Overview') {
                try {
                    [PSCustomObject]@{
                        Hosts                       =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/hosts" -SkipCertificateCheck -ErrorAction Stop).Count
                        HostGroups                  =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/host-groups" -SkipCertificateCheck -ErrorAction Stop).Count
                        Volumes                     =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volumes?destroyed=False&filter=SubType='Regular'" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volumes?destroyed=True&filter=SubType='Regular'" -SkipCertificateCheck -ErrorAction Stop).Count
                        VolumeSnapshots             =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volume-snapshots?destroyed=False" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volume-snapshots?destroyed=True" -SkipCertificateCheck -ErrorAction Stop).Count
                        VolumeGroups                =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volume-groups?destroyed=False" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/volume-groups?destroyed=True" -SkipCertificateCheck -ErrorAction Stop).Count
                        ProtectionGroups            =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/protection-groups?destroyed=False" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/protection-groups?destroyed=True" -SkipCertificateCheck -ErrorAction Stop).Count
                        ProtectionGroupSnapshots    =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/protection-group-snapshots?destroyed=False" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/protection-group-snapshots?destroyed=True" -SkipCertificateCheck -ErrorAction Stop).Count
                        Pods                        =   @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/pods?destroyed=False" -SkipCertificateCheck -ErrorAction Stop).Count + @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/pods?destroyed=True" -SkipCertificateCheck -ErrorAction Stop).Count
                        FileSystems                 =   Invoke-Command -Command {
                                                            try {
                                                                @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/file-systems" -SkipCertificateCheck -ErrorAction Stop).Count
                                                            } catch {
                                                                $null
                                                            }
                                                        }
                        Directories                 =   Invoke-Command -Command {
                                                            try {
                                                                @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/directories" -SkipCertificateCheck -ErrorAction Stop).Count
                                                            } catch {
                                                                $null
                                                            }
                                                        }
                        DirectorySnapshots          =   Invoke-Command -Command {
                                                            try {
                                                                @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/directory-snapshots" -SkipCertificateCheck -ErrorAction Stop).Count                                                            } catch {
                                                            }
                                                        }
                        Policies                    =   Invoke-Command -Command {
                                                            try {
                                                                @(Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/policies" -SkipCertificateCheck -ErrorAction Stop).Count
                                                            } catch {
                                                                $null
                                                            }
                                                        }
                    }
                } catch {
                    Write-Error $_.Exception.Message
                }
            }
            if ($ChartName -eq 'Health') {
                try {
                    $Drives = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/drive" -SkipCertificateCheck -ApiVersion 1 -ErrorAction SilentlyContinue
                    Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method GET -Path "/hardware" -SkipCertificateCheck -ApiVersion 1 | ForEach-Object {
                        $PipelineVariable = $_
                        if ($null -ne $Drives) {
                            if ($_.Name.StartsWith("CH0.BAY")) {
                                $Drive = $Drives | Where-Object {$_.name -eq $PipelineVariable.name}
                                $_ | Add-Member -MemberType NoteProperty -Name status -Value $Drive.status -Force -PassThru
                            } else {
                                $_
                            }
                        } else {
                            $_
                        }
                    }
                } catch {
                    Write-Error $_.Exception.Message
                }
            }
        } elseif ($Type -eq 'Performance') {
            if ($Group -eq 'Array') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    if ($null -eq $Historical) {
                        $Historical = '24h'
                    }
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/array?action=monitor&historical=$Historical&mirrored=true" -ApiVersion 1.18 -SkipCertificateCheck -ErrorAction Stop |
                    Select-Object local_queue_usec_per_op,
                                  @{Name = "mirrored_write_bytes_per_sec";Expression = {$_.mirrored_input_per_sec}},
                                  mirrored_writes_per_sec,
                                  usec_per_mirrored_write_op,
                                  @{Name = "time";Expression = {([DateTime]$_.Time).ToLocalTime()}},
                                  @{Name = "read_bytes_per_sec";Expression = {$_.output_per_sec}},
                                  @{Name = "write_bytes_per_sec";Expression = {$_.input_per_sec}},
                                  usec_per_read_op,
                                  usec_per_write_op,
                                  reads_per_sec,
                                  writes_per_sec
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/arrays/performance?resolution=$Resolution&start_time=$StartTime&protocol_group=all" -SkipCertificateCheck -ErrorAction Stop
                }
            } elseif ($Group -eq 'Volume') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    Write-Error "Volume Charts require Purity OS 6.0 or greater" -ErrorAction Stop
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/arrays/performance?resolution=$Resolution&start_time=$StartTime&protocol_group=block" -SkipCertificateCheck -ErrorAction Stop
                }
            } elseif ($Group -eq 'Volumes') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/volumes/performance?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop
            } elseif ($Group -eq 'Volume Groups') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/volume-groups/performance?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop
            } elseif ($Group -eq 'File System') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    Write-Error "File System Charts require Purity OS 6.0 or greater" -ErrorAction Stop
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/arrays/performance?resolution=$Resolution&start_time=$StartTime&protocol_group=file" -SkipCertificateCheck -ErrorAction Stop
                }
            } elseif ($Group -eq 'Pods') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/pods/performance?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop
            } elseif ($Group -eq 'Directories') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    Write-Error "Directory Charts require Purity OS 6.0 or greater" -ErrorAction Stop
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/directories/performance?resolution=$Resolution&start_time=$StartTime&protocol_group=all&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop
                }
            }
        } elseif ($Type -eq 'Capacity') {
            if ($Group -eq 'Array') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    if ($null -eq $Historical) {
                        $Historical = '24h'
                    }
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/array?space=true&historical=$Historical" -ApiVersion 1.18 -SkipCertificateCheck -ErrorAction Stop | ForEach-Object {
                        [PSCustomObject]@{
                            Time        = ([DateTime]$_.Time).ToLocalTime()
                            Name        = $_.Hostname
                            Id          = "[1]"
                            Space       = [PSCustomObject]@{
                                            Data_Reduction      = $_.Data_Reduction
                                            Shared              = $_.Shared_Space
                                            Snapshots           = $_.Snapshots
                                            System              = $_.System
                                            Thin_Provisioning   = $_.Thin_Provisioning
                                            Total_Physical      = $_.Total
                                            Total_Provisioned   = $_.Provisioned
                                            Total_Reduction     = $_.Total_Reduction
                                            Unique              = $_.Volumes
                                            #Virtual =
                                            #Replication =
                                        }
                            Capacity    = $_.Capacity
                            Parity      = $_.Parity
                        }
                    }
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/arrays/space?resolution=$Resolution&start_time=$StartTime&filter=$Filter" -SkipCertificateCheck -ErrorAction Stop
                }
            } elseif ($Group -eq 'Volumes') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/volumes/space?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop
            } elseif ($Group -eq 'Volume Groups') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/volume-groups/space?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop                
            } elseif ($Group -eq 'Pods') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/pods/space?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop                
            } elseif ($Group -eq 'Directories') {
                if (-not (($Array.ApiVersion[2].Minor | Select-Object -Last 1) -gt 1)) {
                    Write-Error "Directory Charts require Purity OS 6.0 or greater" -ErrorAction Stop
                } else {
                    $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/directories/space?resolution=$Resolution&start_time=$StartTime&filter=$Filter&names=$Name" -SkipCertificateCheck -ErrorAction Stop                
                }
            }
        } elseif ($Type -eq 'Replication') {
            if ($Group -eq 'Array') {
                $RestResponse = Invoke-PfaApiRequest -Array $Array -Request RestMethod -Method Get -Path "/protection-groups/performance/replication?resolution=$Resolution&start_time=$StartTime" -SkipCertificateCheck -ErrorAction Stop
            }
        }
        if ($Type -ne 'Dashboard') {
                $RestResponse | ForEach-Object {
                    if ($_.Time.GetType() -eq [Int64]) {
                        $_.Time = [DateTimeOffset]::FromUnixTimeMilliseconds($_.Time).DateTime.ToLocalTime()
                    }
                }
                $RestResponse
            }
        }
    end {
    }
}