FabricCapacityOverage

1.0.0

Private/Discovery.ps1

                                function Get-OverageModel {

    param([object[]] $Models, [guid] $RequestedId, [guid] $WorkspaceId)

    if ($RequestedId -ne [guid]::Empty) {

        $matchingModels = @($Models | Where-Object { [guid] $_.id -eq $RequestedId })

        if ($matchingModels.Count -ne 1) { throw "SemanticModelId $RequestedId is not accessible in workspace $WorkspaceId." }

        return $matchingModels[0]

    }

    $matchingModels = @($Models | Where-Object {

        $_.name -match '(?i)(Fabric|Premium).*Capacity.*Metrics|Capacity.*Metrics'

    })

    if ($matchingModels.Count -eq 1) { return $matchingModels[0] }

    if ($matchingModels.Count -eq 0 -and $Models.Count -eq 1) { return $Models[0] }

    $candidates = ($Models | ForEach-Object { "$($_.name) [$($_.id)]" }) -join '; '

    throw "Could not unambiguously identify the Capacity Metrics App model. Specify -SemanticModelId. Models: $candidates"

}

function Get-CapacityDaxPrefix {

    param([guid] $CapacityId)

    return "DEFINE`n    MPARAMETER 'CapacitiesList' = { ""$($CapacityId.ToString('D').ToUpperInvariant())"" }"

}

function Get-OverageSeriesQuery {

    param([guid] $CapacityId, [datetime] $Start, [datetime] $End)

    $prefix = Get-CapacityDaxPrefix $CapacityId

    $startDax = ConvertTo-DaxTime $Start

    $endDax = ConvertTo-DaxTime $End

    # FORMAT removes the unrelated columns' data lineage so the natural join

    # uses only one identical wall-clock timestamp key.

    return @"

$prefix

    VAR UsageRows =

        SELECTCOLUMNS(

            FILTER('CU Detail',

                'CU Detail'[Window start time] >= ($startDax) &&

                'CU Detail'[Window start time] < ($endDax)),

            "Timepoint", FORMAT('CU Detail'[Window start time], "yyyy-MM-ddTHH:mm:ss"),

            "BaseCU", 'CU Detail'[Base capacity units],

            "SKU", 'CU Detail'[SKU],

            "DelayRatio", 'CU Detail'[Interactive delay %],

            "BillableInteractiveCUSeconds", 'CU Detail'[Interactive],

            "BillableBackgroundCUSeconds", 'CU Detail'[Background],

            "RecordedBilledCUSeconds", COALESCE('CU Detail'[Processed overage], 0))

    VAR DebtRows =

        SELECTCOLUMNS(

            FILTER('Timepoint Overage Detail',

                'Timepoint Overage Detail'[Window start time] >= ($startDax) &&

                'Timepoint Overage Detail'[Window start time] < ($endDax)),

            "Timepoint", FORMAT('Timepoint Overage Detail'[Window start time], "yyyy-MM-ddTHH:mm:ss"),

            "RecordedCarryCUSeconds", 'Timepoint Overage Detail'[Cumulative carry forward],

            "AddCUSeconds", 'Timepoint Overage Detail'[Carry forward add],

            "BurndownCUSeconds", 'Timepoint Overage Detail'[Carry forward burndown])

    VAR Series = NATURALLEFTOUTERJOIN(UsageRows, DebtRows)

    VAR ExpectedRowCount = COUNTROWS(Series)

EVALUATE

    ADDCOLUMNS(Series, "ExpectedRows", ExpectedRowCount)

ORDER BY [Timepoint]

"@

}

function ConvertTo-OverageSeries {

    param([object[]] $Rows)

    foreach ($row in $Rows) {

        $expected = ConvertTo-MetricNumber (Get-QueryField $row 'ExpectedRows') 'ExpectedRows'

        if ($expected -ne $Rows.Count) {

            throw "Truncated DAX response: expected $expected rows, received $($Rows.Count). No partial query was accepted."

        }

        $baseCU = ConvertTo-MetricNumber (Get-QueryField $row 'BaseCU') 'BaseCU'

        $interactive = ConvertTo-MetricNumber (Get-QueryField $row 'BillableInteractiveCUSeconds') 'BillableInteractiveCUSeconds'

        $background = ConvertTo-MetricNumber (Get-QueryField $row 'BillableBackgroundCUSeconds') 'BillableBackgroundCUSeconds'

        [pscustomobject] @{

            Timepoint = ConvertTo-ModelTime (Get-QueryField $row 'Timepoint')

            BaseCU = $baseCU

            AvailableBurndown = [math]::Max([decimal] 0, $baseCU * [decimal] 30 - $interactive - $background)

            SKU = [string] (Get-QueryField $row 'SKU')

            DelayRatio = ConvertTo-MetricNumber (Get-QueryField $row 'DelayRatio') 'DelayRatio'

            RecordedBilled = ConvertTo-MetricNumber (Get-QueryField $row 'RecordedBilledCUSeconds') 'RecordedBilledCUSeconds'

            RecordedCarry = ConvertTo-MetricNumber (Get-QueryField $row 'RecordedCarryCUSeconds') 'RecordedCarryCUSeconds'

            Add = ConvertTo-MetricNumber (Get-QueryField $row 'AddCUSeconds') 'AddCUSeconds'

            Burndown = ConvertTo-MetricNumber (Get-QueryField $row 'BurndownCUSeconds') 'BurndownCUSeconds'

        }

    }

}

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