FabricCapacityOverage

1.0.0

Private/Replay.ps1

                                function Get-OverageReplay {

    param(

        [object[]] $Samples,

        [datetime[]] $ResetTimes,

        [datetime] $Start,

        [datetime] $End,

        [decimal] $Rate,

        [datetime[]] $InactiveTimes = @()

    )

    $intervalTicks = [timespan]::FromSeconds(30).Ticks

    if ($Start -ge $End -or $Start.Ticks % $intervalTicks -ne 0 -or $End.Ticks % $intervalTicks -ne 0) {

        throw 'The replay window must be nonempty and aligned to 30-second timepoints.'

    }

    $ordered = @($Samples | Sort-Object Timepoint)

    if ($ordered.Count -eq 0) { throw 'No joined 30-second usage/debt data was returned. No cost can be estimated.' }

    $daily = @{}

    for ($day = $Start.Date; $day -lt $End; $day = $day.AddDays(1)) {

        $dayStart = if ($day -lt $Start) { $Start } else { $day }

        $dayEnd = if ($day.AddDays(1) -gt $End) { $End } else { $day.AddDays(1) }

        $daily[$day.ToString('yyyy-MM-dd')] = [pscustomobject] @{

            Date = $day.ToString('yyyy-MM-dd')

            EstimatedCUSeconds = [decimal] 0

            RecordedCUSeconds = [decimal] 0

            PaymentEvents = 0

            Timepoints = 0

            ExpectedTimepoints = [int] (($dayEnd - $dayStart).Ticks / $intervalTicks)

        }

    }

    $debt = [decimal] 0

    $initialDebt = [decimal] 0

    $previous = $null

    $ineligible = 0

    $count = 0

    $first = $null

    $last = $null

    foreach ($sample in $ordered) {

        if ($sample.Timepoint -lt $Start.AddSeconds(-30) -or $sample.Timepoint -ge $End -or

            $sample.Timepoint.Ticks % $intervalTicks -ne 0) {

            throw "Out-of-range or non-30-second timepoint: $($sample.Timepoint)."

        }

        if ($null -ne $previous -and $sample.Timepoint -le $previous.Timepoint) {

            throw "Duplicate or unordered timepoint $($sample.Timepoint). Capacity scoping or app schema is incompatible."

        }

        $reset = @($ResetTimes | Where-Object {

            $_ -le $sample.Timepoint -and (

                ($null -eq $previous -and $_ -eq $sample.Timepoint) -or

                ($null -ne $previous -and $_ -gt $previous.Timepoint)

            )

        }).Count -gt 0

        $inactive = $sample.Timepoint -in $InactiveTimes

        $gap = if ($null -ne $previous) { ($sample.Timepoint - $previous.Timepoint).TotalSeconds - 30 } else { 0 }

        if ($gap -gt 0) {

            # A reset at the far side of a gap cannot reconstruct payments

            # that might have occurred before that reset.

            $incoming = [math]::Max([decimal] 0, $sample.RecordedCarry + $sample.RecordedBilled - $sample.Add + $sample.Burndown)

            if ($debt -gt 0 -or $previous.RecordedCarry -gt 0 -or (-not $reset -and $incoming -gt 0)) {

                throw "Missing timepoints while debt is outstanding at $($sample.Timepoint). Cannot reliably replay burndown/payments across this gap."

            }

        }

        if ($inactive) { $debt = [decimal] 0 }

        elseif ($reset) {

            # Resume/creation clears old debt, not new work at this timepoint.

            $debt = $sample.RecordedCarry + $sample.RecordedBilled

        }

        elseif ($null -eq $previous -or $gap -gt 0) {

            $debt = $sample.RecordedCarry + $sample.RecordedBilled

            if ($count -eq 0) {

                $initialDebt = [math]::Max([decimal] 0, $debt - $sample.Add + $sample.Burndown)

            }

        }

        else {

            $beforePayment = [math]::Max([decimal] 0, $previous.RecordedCarry + $sample.Add - $sample.Burndown)

            $expectedHistorical = [math]::Max([decimal] 0, $beforePayment - $sample.RecordedBilled)

            $tolerance = [math]::Max([decimal] 0.01, $sample.RecordedCarry * [decimal] 0.000001)

            if ($sample.RecordedBilled -gt $beforePayment + $tolerance -or

                [math]::Abs($expectedHistorical - $sample.RecordedCarry) -gt $tolerance) {

                throw "Unexplained carry-forward discontinuity at $($sample.Timepoint): expected $expectedHistorical CU-s, got $($sample.RecordedCarry). Billing timing/schema differs or data is incomplete; no cost was inferred."

            }

            # Recorded burndown may be capped at zero after historical debt

            # was paid. Counterfactual debt can still use the full idle budget.

            $burndown = [math]::Max($sample.Burndown, $sample.AvailableBurndown)

            $debt = [math]::Max([decimal] 0, $debt + $sample.Add - $burndown)

        }

        if ($sample.Timepoint -lt $Start) {

            $debt = if ($inactive) { [decimal] 0 } else { $sample.RecordedCarry }

            $initialDebt = $debt

            $previous = $sample

            continue

        }

        $bucket = $daily[$sample.Timepoint.ToString('yyyy-MM-dd')]

        if ($count -eq 0) {

            $first = $sample.Timepoint

            if ($first -gt $Start -and $initialDebt -gt 0 -and -not $reset) {

                throw 'Missing leading timepoints while incoming debt is outstanding. No cost can be inferred for this window.'

            }

            if ($null -ne $previous -and $previous.DelayRatio -gt 1 -and $initialDebt -gt 0 -and

                $previous.BaseCU -gt 0 -and $previous.SKU -match '^F[1-9][0-9]*$' -and

                $sample.BaseCU -gt 0 -and $sample.SKU -match '^F[1-9][0-9]*$' -and -not $reset) {

                $bucket.EstimatedCUSeconds += $initialDebt

                $bucket.PaymentEvents++

                $burndown = [math]::Max($sample.Burndown, $sample.AvailableBurndown)

                $debt = [math]::Max([decimal] 0, $sample.Add - $burndown)

            }

        }

        $count++

        $bucket.Timepoints++

        $last = $sample.Timepoint

        $bucket.RecordedCUSeconds += $sample.RecordedBilled

        if ($inactive -or $sample.BaseCU -eq 0 -or $sample.SKU -notmatch '^F[1-9][0-9]*$') {

            if ($sample.SKU -notmatch '^F[1-9][0-9]*$') { $ineligible++ }

            $debt = [decimal] 0

        }

        else {

            $allowance = $sample.BaseCU * [decimal] 600

            $adjustedDelay = $sample.DelayRatio + (($debt - $sample.RecordedCarry) / $allowance)

            if ($adjustedDelay -gt 1 -and $debt -gt 0) {

                $bucket.EstimatedCUSeconds += $debt

                $bucket.PaymentEvents++

                $debt = [decimal] 0

            }

        }

        $previous = $sample

    }

    if ($count -eq 0) { throw 'Only pre-window data was returned. No cost can be estimated for the requested window.' }

    if ($last.AddSeconds(30) -lt $End -and ($debt -gt 0 -or $previous.RecordedCarry -gt 0)) {

        throw 'Missing trailing timepoints while debt is outstanding. No cost can be inferred for this window.'

    }

    # Counting from coverage avoids counting a leading gap twice when a

    # warm-up row exists before the requested window.

    $missing = [int] (($End - $Start).Ticks / $intervalTicks) - $count

    $estimated = [decimal] 0

    $recorded = [decimal] 0

    $payments = 0

    $detail = @(foreach ($bucket in ($daily.Values | Sort-Object Date)) {

        $estimated += $bucket.EstimatedCUSeconds

        $recorded += $bucket.RecordedCUSeconds

        $payments += $bucket.PaymentEvents

        [pscustomobject] @{

            Date = $bucket.Date

            DataStatus = if ($bucket.Timepoints -eq $bucket.ExpectedTimepoints) { 'Complete' } else { 'Partial' }

            ObservedTimepoints = $bucket.Timepoints

            ExpectedTimepoints = $bucket.ExpectedTimepoints

            EstimatedOverageCUHours = if ($bucket.Timepoints -gt 0) { [math]::Round($bucket.EstimatedCUSeconds / [decimal] 3600, 6) } else { $null }

            EstimatedCost = if ($bucket.Timepoints -gt 0) { [math]::Round($bucket.EstimatedCUSeconds / [decimal] 3600 * $Rate, 2) } else { $null }

            RecordedOverageCUHours = if ($bucket.Timepoints -gt 0) { [math]::Round($bucket.RecordedCUSeconds / [decimal] 3600, 6) } else { $null }

            RecordedCostAtSuppliedPrice = if ($bucket.Timepoints -gt 0) { [math]::Round($bucket.RecordedCUSeconds / [decimal] 3600 * $Rate, 2) } else { $null }

            PaymentEvents = $bucket.PaymentEvents

        }

    })

    return [pscustomobject] @{

        EstimatedCUSeconds = $estimated

        RecordedCUSeconds = $recorded

        InitialCarryCUSeconds = $initialDebt

        RemainingCarryCUSeconds = $debt

        PaymentEvents = $payments

        MissingTimepoints = $missing

        IneligibleTimepoints = $ineligible

        Timepoints = $count

        FirstTimepoint = $first

        LastTimepoint = $last

        DataStatus = if ($missing -gt 0) { 'Partial' } else { 'Complete' }

        Daily = $detail

    }

}

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