SqlServer

22.3.0

SqlNotebook.psm1

                                # Copyright (c) Microsoft Corporation.

# Licensed under the MIT license.

Set-StrictMode -Version Latest

function Invoke-SqlNotebook {

    [CmdletBinding(DefaultParameterSetName="ByConnectionParameters")]

    [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSUsePSCredentialType", "Username", Justification="Intentionally allowing User/Password, in addition to a PSCredential parameter.")]

    [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSAvoidUsingPlainTextForPassword", "Password", Justification="Intentionally allowing User/Password, in addition to a PSCredential parameter.")]

    [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSAvoidUsingUsernameAndPasswordParams", "", Justification="Intentionally allowing User/Password, in addition to a PSCredential parameter.")]

    # Parameters

    param(

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')]$ServerInstance,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')]$Database,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateNotNullorEmpty()]$Username,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateNotNullorEmpty()]$Password,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionString')][ValidateNotNullorEmpty()]$ConnectionString,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateNotNullorEmpty()][PSCredential]$Credential,

        [Parameter(Mandatory = $true, ParameterSetName='ByInputFile')]

        [Parameter(ParameterSetName = 'ByConnectionParameters')]

        [Parameter(ParameterSetName = 'ByConnectionString')]$InputFile,

        [Parameter(Mandatory = $true, ParameterSetName='ByInputObject')]

        [Parameter(ParameterSetName = 'ByConnectionParameters')]

        [Parameter(ParameterSetName = 'ByConnectionString')]$InputObject,

        [Parameter(Mandatory = $false)][ValidateNotNullorEmpty()]$OutputFile,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateNotNullorEmpty()][PSObject]$AccessToken,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][Switch]$TrustServerCertificate,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateSet("Mandatory", "Optional", "Strict")][string]$Encrypt,

        [Parameter(Mandatory = $false, ParameterSetName = 'ByConnectionParameters')][ValidateNotNull()][string]$HostNameInCertificate,

        [Switch]$Force

    )

    #Checks to see if OutputFile is given

    #If it is, checks to see if extension is there

    function getOutputFile($inputFile,$outputFile) {

        if($outputFile) {

            $extn = [IO.Path]::GetExtension($outputFile)

            if ($extn.Length -eq 0) {

                $outputFile = ($outputFile + ".ipynb")

            }

            $outputFile

        }

        else {

            #If User does not define Output it will use the inputFile file location

            $fileinfo = Get-Item $inputFile

            # Create an output file based on the file path of input and name

            Join-Path $fileinfo.DirectoryName ($fileinfo.BaseName + "_out" + $fileinfo.Extension)

        }

    }

    #Validates InputFile and Converts InputFile to Json Object

    function getFileContents($inputfile) {

        if (-not (Test-Path -Path $inputfile)) {

            Throw New-Object System.IO.FileNotFoundException ($inputfile + " does not exist")

        }

        $fileItem = Get-Item $inputfile

        #Checking if file is a python notebook

        if ($fileItem.Extension -ne ".ipynb") {

            Throw New-Object System.FormatException "Only ipynb files are supported"

        }

        $fileContent = Get-Content $inputfile

        try {

            $fileContentJson = ($fileContent | ConvertFrom-Json)

        }

        catch {

            Throw New-Object System.FormatException "Malformed Json file"

        }

        $fileContentJson

    }

    #Validate SQL Kernel Notebook

    function validateKernelType($fileContentJson) {

        if ($fileContentJson.metadata.kernelspec.name -ne "SQL") {

            Throw New-Object System.NotSupportedException "Kernel type '$($fileContentJson.metadata.kernelspec.name)' not supported."

        }

    }

    #Validate non-existing output file

    #If file exists and $throwifexists, an exception is thrown.

    function validateExistingOutputFile($outputfile, $throwifexists) {

        if ($outputfile -and (Test-Path $outputfile) -and $throwifexists) {

            Throw New-Object System.IO.IOException "The file '$($outputfile)' already exists. Please, specify -Force to overwrite it."

        }

    }

    #Parsing Notebook Data to Notebook Output

    function ParseTableToNotebookOutput {

        param (

            [System.Data.DataTable]

            $DataTable,

            [int]

            $CellExecutionCount

        )

        $TableHTMLText = "<table>"

        $TableSchemaFeilds = @()

        $TableHTMLText += "<tr>"

        foreach ($ColumnName in $DataTable.Columns) {

            $TableSchemaFeilds += @(@{name = $ColumnName.toString() })

            $TableHTMLText += "<th>" + $ColumnName.toString() + "</th>"

        }

        $TableHTMLText += "</tr>"

        $TableSchema = @{ }

        $TableSchema["fields"] = $TableSchemaFeilds

        $TableDataRows = @()

        foreach ($Row in $DataTable) {

            $TableDataRow = [ordered]@{ }

            $TableHTMLText += "<tr>"

            $i = 0

            foreach ($Cell in $Row.ItemArray) {

                $TableDataRow[$i.ToString()] = $Cell.toString()

                $TableHTMLText += "<td>" + $Cell.toString() + "</td>"

                $i++

            }

            $TableHTMLText += "</tr>"

            $TableDataRows += $TableDataRow

        }

        $TableDataResource = @{ }

        $TableDataResource["schema"] = $TableSchema

        $TableDataResource["data"] = $TableDataRows

        $TableData = @{ }

        $TableData["application/vnd.dataresource+json"] = $TableDataResource

        $TableData["text/html"] = $TableHTMLText

        $TableOutput = @{ }

        $TableOutput["output_type"] = "execute_result"

        $TableOutput["data"] = $TableData

        $TableOutput["metadata"] = @{ }

        $TableOutput["execution_count"] = $CellExecutionCount

        return $TableOutput

    }

    #Parsing the Error Messages to Notebook Output

    function ParseQueryErrorToNotebookOutput {

        param (

            $QueryError

        )

        <#

        Following the current syntax of errors in T-SQL notebooks from ADS

        #>

        $ErrorString = "Msg " + $QueryError.Exception.InnerException.Number +

        ", Level " + $QueryError.Exception.InnerException.Class +

        ", State " + $QueryError.Exception.InnerException.State +

        ", Line " + $QueryError.Exception.InnerException.LineNumber +

        "`r`n" + $QueryError.Exception.Message

        $ErrorOutput = @{ }

        $ErrorOutput["output_type"] = "error"

        $ErrorOutput["traceback"] = @()

        $ErrorOutput["evalue"] = $ErrorString

        return $ErrorOutput

    }

    #Parsing Messages to Notebook Output

    function ParseStringToNotebookOutput {

        param (

            [System.String]

            $InputString

        )

        <#

        Parsing the string to notebook cell output.

        It's the standard Jupyter Syntax

        #>

        $StringOutputData = @{ }

        $StringOutputData["text/html"] = $InputString

        $StringOutput = @{ }

        $StringOutput["output_type"] = "display_data"

        $StringOutput["data"] = $StringOutputData

        $StringOutput["metadata"] = @{ }

        return $StringOutput

    }

    #Start of Script

    #Checks to see if InputFile or InputObject was entered

    #Checks to InputFile Type and initializes OutputFile

    if ($InputFile -is [System.String]) {

        $fileInformation = getFileContents($InputFile)

        $fileContent = $fileInformation[0]

        $OutputFile = getOutputFile $InputFile $OutputFile

    } elseif ($InputFile -is [System.IO.FileInfo]) {

        $fileInformation = getFileContents($InputFile.FullName)

        $fileContent = $fileInformation[0]

        $OutputFile = getOutputFile $InputFile $OutputFile

    } else {

        $fileContent = $InputObject

    }

    #Checks InputObject and converts that to appropriate Json object

    if ($InputObject -is [System.String]) {

        $fileContentJson = ($InputObject | ConvertFrom-Json)

        $fileContent = $fileContentJson[0]

    }

    #Validates only SQL Notebooks

    validateKernelType $fileContent

    #Validate that $OutputFile does not exist, or, if it exists a -Force was passed in.

    validateExistingOutputFile $OutputFile (-not $Force)

    #Setting params for Invoke-Sqlcmd

    $DatabaseQueryHashTable = @{ }

    #Checks to see if User entered ConnectionString or individual parameters

    if ($ConnectionString) {

        $DatabaseQueryHashTable["ConnectionString"] = $ConnectionString

    } else {

        if ($ServerInstance) {

            $DatabaseQueryHashTable["ServerInstance"] = $ServerInstance

        }

        if ($Database) {

            $DatabaseQueryHashTable["Database"] = $Database

        }

        #Checks to see if User entered AccessToken, Credential, or individual parameters

        if ($AccessToken) {

            # Currently, Invoke-Sqlcmd only supports an -AccessToken of type [string]

            if ($AccessToken -is [string]) {

                $DatabaseQueryHashTable["AccessToken"] = $AccessToken

            } else {

                # Assume $AccessToken has a 'Token' member that is a string

                $DatabaseQueryHashTable["AccessToken"] = $AccessToken.Token

            }

        } else {

            if ($Credential) {

                $DatabaseQueryHashTable["Credential"] = $Credential

            } else {

                if ($Username) {

                    $DatabaseQueryHashTable["Username"] = $Username

                }

                if ($Password) {

                    $DatabaseQueryHashTable["Password"] = $Password

                }

            }

        }

        if ($Encrypt) {

            $DatabaseQueryHashTable["Encrypt"] = $Encrypt

        }

        if ($TrustServerCertificate) {

            $DatabaseQueryHashTable["TrustServerCertificate"] = $TrustServerCertificate

        }

        if ($HostNameInCertificate) {

            $DatabaseQueryHashTable["HostNameInCertificate"] = $HostNameInCertificate

        }

    }

    #Setting additional parameters for Invoke-SQLCMD to get

    #all the information from Notebook execution to output

    $DatabaseQueryHashTable["Verbose"] = $true

    $DatabaseQueryHashTable["ErrorVariable"] = "SqlQueryError"

    $DatabaseQueryHashTable["OutputAs"] = "DataTables"

    #The first code cell number

    $cellExecutionCount = 1

    #Iterate through Notebook Cells

    $fileContent.cells | Where-Object {

        # Ignoring Markdown or raw cells

        $_.cell_type -ne "markdown" -and $_.cell_type -ne "raw" -and $_.source -ne ""

    } | ForEach-Object {

        $NotebookCellOutputs = @()

        # Getting the source T-SQL from the cell

        # Note that the cell's source field can be

        # an array (or strings) or a scalar (string).

        # If an array, elements are properly terminated with CR/LF.

        $DatabaseQueryHashTable["Query"] = $_.source -join ''

        # Executing the T-SQL Query and storing the result and the time taken to execute

        $SqlQueryExecutionTime = Measure-Command {

            [Diagnostics.CodeAnalysis.SuppressMessageAttribute("PSUseDeclaredVarsMoreThanAssignments", "SqlQueryResult", Justification="Suppressing false warning.")]

            $SqlQueryResult = @( Invoke-Sqlcmd @DatabaseQueryHashTable -ErrorAction SilentlyContinue 4>&1)

        }

        # Setting the Notebook Cell Execution Count to increase count of each code cell

        # Note: handle the case where the 'execution_count' property is missing.

        if (-not ($_ | Get-Member execution_count)) {

            $_ | Add-Member -Name execution_count -Value $null -MemberType NoteProperty

        }

        $_.execution_count = $cellExecutionCount++

        $NotebookCellTableOutputs = @()

        <#

        Iterating over the results by Invoke-Sqlcmd

        There are 2 types of errors:

        1. Verbose Output: Print Statements:

            These needs to be added to the beginning of the cell outputs

        2. Datatables from the database

            These needs to be added to the end of cell outputs

        #>

        $SqlQueryResult | ForEach-Object {

            if ($_ -is [System.Management.Automation.VerboseRecord]) {

                # Adding the print statments to the cell outputs

                $NotebookCellOutputs += $(ParseStringToNotebookOutput($_.Message))

            } elseif ($_ -is [System.Data.DataTable]) {

                # Storing the print Tables into an array to be added later to the cell output

                $NotebookCellTableOutputs += $(ParseTableToNotebookOutput $_  $CellExecutionCount)

            } elseif ($_ -is [System.Data.DataRow]) {

                # Storing the print row into an array to be added later to the cell output

                $NotebookCellTableOutputs += $(ParseTableToNotebookOutput $_.Table  $CellExecutionCount)

            }

        }

        if ($SqlQueryError) {

            # Adding the parsed query error from Invoke-Sqlcmd

            $NotebookCellOutputs += $(ParseQueryErrorToNotebookOutput($SqlQueryError))

        }

        if ($SqlQueryExecutionTime) {

            # Adding the parsed execution time from Measure-Command

            $NotebookCellExcutionTimeString = "Total execution time: " + $SqlQueryExecutionTime.ToString()

            $NotebookCellOutputs += $(ParseStringToNotebookOutput($NotebookCellExcutionTimeString))

        }

        # Adding the data tables

        $NotebookCellOutputs += $NotebookCellTableOutputs

        # In the unlikely case the 'outputs' property is missing from the JSON

        # object, we add it.

        if (-not ($_ | Get-Member outputs)) {

            $_ | Add-Member -Name outputs -Value $null -MemberType NoteProperty

        }

        $_.outputs = $NotebookCellOutputs

    }

    # This will update the Output file according to the executed output of the notebook

    if ($OutputFile) {

        ($fileContent | ConvertTo-Json -Depth 100 ) | Out-File  -Encoding Ascii -FilePath $OutputFile

        Get-Item $OutputFile

    }

    else {

        $fileContent | ConvertTo-Json -Depth 100

    }

}

# SIG # Begin signature block

# MIInwgYJKoZIhvcNAQcCoIInszCCJ68CAQExDzANBglghkgBZQMEAgEFADB5Bgor

# BgEEAYI3AgEEoGswaTA0BgorBgEEAYI3AgEeMCYCAwEAAAQQH8w7YFlLCE63JNLG

# KX7zUQIBAAIBAAIBAAIBAAIBADAxMA0GCWCGSAFlAwQCAQUABCBC3/MSmZTxjb3A

# KquEOsvHtRhftHrIWp5otqM4/z7NCKCCDXYwggX0MIID3KADAgECAhMzAAADrzBA

# DkyjTQVBAAAAAAOvMA0GCSqGSIb3DQEBCwUAMH4xCzAJBgNVBAYTAlVTMRMwEQYD

# VQQIEwpXYXNoaW5ndG9uMRAwDgYDVQQHEwdSZWRtb25kMR4wHAYDVQQKExVNaWNy

# b3NvZnQgQ29ycG9yYXRpb24xKDAmBgNVBAMTH01pY3Jvc29mdCBDb2RlIFNpZ25p

# bmcgUENBIDIwMTEwHhcNMjMxMTE2MTkwOTAwWhcNMjQxMTE0MTkwOTAwWjB0MQsw

# CQYDVQQGEwJVUzETMBEGA1UECBMKV2FzaGluZ3RvbjEQMA4GA1UEBxMHUmVkbW9u

# ZDEeMBwGA1UEChMVTWljcm9zb2Z0IENvcnBvcmF0aW9uMR4wHAYDVQQDExVNaWNy

# b3NvZnQgQ29ycG9yYXRpb24wggEiMA0GCSqGSIb3DQEBAQUAA4IBDwAwggEKAoIB

# AQDOS8s1ra6f0YGtg0OhEaQa/t3Q+q1MEHhWJhqQVuO5amYXQpy8MDPNoJYk+FWA

# hePP5LxwcSge5aen+f5Q6WNPd6EDxGzotvVpNi5ve0H97S3F7C/axDfKxyNh21MG

# 0W8Sb0vxi/vorcLHOL9i+t2D6yvvDzLlEefUCbQV/zGCBjXGlYJcUj6RAzXyeNAN

# xSpKXAGd7Fh+ocGHPPphcD9LQTOJgG7Y7aYztHqBLJiQQ4eAgZNU4ac6+8LnEGAL

# go1ydC5BJEuJQjYKbNTy959HrKSu7LO3Ws0w8jw6pYdC1IMpdTkk2puTgY2PDNzB

# tLM4evG7FYer3WX+8t1UMYNTAgMBAAGjggFzMIIBbzAfBgNVHSUEGDAWBgorBgEE

# AYI3TAgBBggrBgEFBQcDAzAdBgNVHQ4EFgQURxxxNPIEPGSO8kqz+bgCAQWGXsEw

# RQYDVR0RBD4wPKQ6MDgxHjAcBgNVBAsTFU1pY3Jvc29mdCBDb3Jwb3JhdGlvbjEW

# MBQGA1UEBRMNMjMwMDEyKzUwMTgyNjAfBgNVHSMEGDAWgBRIbmTlUAXTgqoXNzci

# tW2oynUClTBUBgNVHR8ETTBLMEmgR6BFhkNodHRwOi8vd3d3Lm1pY3Jvc29mdC5j

# b20vcGtpb3BzL2NybC9NaWNDb2RTaWdQQ0EyMDExXzIwMTEtMDctMDguY3JsMGEG

# CCsGAQUFBwEBBFUwUzBRBggrBgEFBQcwAoZFaHR0cDovL3d3dy5taWNyb3NvZnQu

# Y29tL3BraW9wcy9jZXJ0cy9NaWNDb2RTaWdQQ0EyMDExXzIwMTEtMDctMDguY3J0

# MAwGA1UdEwEB/wQCMAAwDQYJKoZIhvcNAQELBQADggIBAISxFt/zR2frTFPB45Yd

# mhZpB2nNJoOoi+qlgcTlnO4QwlYN1w/vYwbDy/oFJolD5r6FMJd0RGcgEM8q9TgQ

# 2OC7gQEmhweVJ7yuKJlQBH7P7Pg5RiqgV3cSonJ+OM4kFHbP3gPLiyzssSQdRuPY

# 1mIWoGg9i7Y4ZC8ST7WhpSyc0pns2XsUe1XsIjaUcGu7zd7gg97eCUiLRdVklPmp

# XobH9CEAWakRUGNICYN2AgjhRTC4j3KJfqMkU04R6Toyh4/Toswm1uoDcGr5laYn

# TfcX3u5WnJqJLhuPe8Uj9kGAOcyo0O1mNwDa+LhFEzB6CB32+wfJMumfr6degvLT

# e8x55urQLeTjimBQgS49BSUkhFN7ois3cZyNpnrMca5AZaC7pLI72vuqSsSlLalG

# OcZmPHZGYJqZ0BacN274OZ80Q8B11iNokns9Od348bMb5Z4fihxaBWebl8kWEi2O

# PvQImOAeq3nt7UWJBzJYLAGEpfasaA3ZQgIcEXdD+uwo6ymMzDY6UamFOfYqYWXk

# ntxDGu7ngD2ugKUuccYKJJRiiz+LAUcj90BVcSHRLQop9N8zoALr/1sJuwPrVAtx

# HNEgSW+AKBqIxYWM4Ev32l6agSUAezLMbq5f3d8x9qzT031jMDT+sUAoCw0M5wVt

# CUQcqINPuYjbS1WgJyZIiEkBMIIHejCCBWKgAwIBAgIKYQ6Q0gAAAAAAAzANBgkq

# hkiG9w0BAQsFADCBiDELMAkGA1UEBhMCVVMxEzARBgNVBAgTCldhc2hpbmd0b24x

# EDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNVBAoTFU1pY3Jvc29mdCBDb3Jwb3JhdGlv

# bjEyMDAGA1UEAxMpTWljcm9zb2Z0IFJvb3QgQ2VydGlmaWNhdGUgQXV0aG9yaXR5

# IDIwMTEwHhcNMTEwNzA4MjA1OTA5WhcNMjYwNzA4MjEwOTA5WjB+MQswCQYDVQQG

# EwJVUzETMBEGA1UECBMKV2FzaGluZ3RvbjEQMA4GA1UEBxMHUmVkbW9uZDEeMBwG

# A1UEChMVTWljcm9zb2Z0IENvcnBvcmF0aW9uMSgwJgYDVQQDEx9NaWNyb3NvZnQg

# Q29kZSBTaWduaW5nIFBDQSAyMDExMIICIjANBgkqhkiG9w0BAQEFAAOCAg8AMIIC

# CgKCAgEAq/D6chAcLq3YbqqCEE00uvK2WCGfQhsqa+laUKq4BjgaBEm6f8MMHt03

# a8YS2AvwOMKZBrDIOdUBFDFC04kNeWSHfpRgJGyvnkmc6Whe0t+bU7IKLMOv2akr

# rnoJr9eWWcpgGgXpZnboMlImEi/nqwhQz7NEt13YxC4Ddato88tt8zpcoRb0Rrrg

# OGSsbmQ1eKagYw8t00CT+OPeBw3VXHmlSSnnDb6gE3e+lD3v++MrWhAfTVYoonpy

# 4BI6t0le2O3tQ5GD2Xuye4Yb2T6xjF3oiU+EGvKhL1nkkDstrjNYxbc+/jLTswM9

# sbKvkjh+0p2ALPVOVpEhNSXDOW5kf1O6nA+tGSOEy/S6A4aN91/w0FK/jJSHvMAh

# dCVfGCi2zCcoOCWYOUo2z3yxkq4cI6epZuxhH2rhKEmdX4jiJV3TIUs+UsS1Vz8k

# A/DRelsv1SPjcF0PUUZ3s/gA4bysAoJf28AVs70b1FVL5zmhD+kjSbwYuER8ReTB

# w3J64HLnJN+/RpnF78IcV9uDjexNSTCnq47f7Fufr/zdsGbiwZeBe+3W7UvnSSmn

# Eyimp31ngOaKYnhfsi+E11ecXL93KCjx7W3DKI8sj0A3T8HhhUSJxAlMxdSlQy90

# lfdu+HggWCwTXWCVmj5PM4TasIgX3p5O9JawvEagbJjS4NaIjAsCAwEAAaOCAe0w

# ggHpMBAGCSsGAQQBgjcVAQQDAgEAMB0GA1UdDgQWBBRIbmTlUAXTgqoXNzcitW2o

# ynUClTAZBgkrBgEEAYI3FAIEDB4KAFMAdQBiAEMAQTALBgNVHQ8EBAMCAYYwDwYD

# VR0TAQH/BAUwAwEB/zAfBgNVHSMEGDAWgBRyLToCMZBDuRQFTuHqp8cx0SOJNDBa

# BgNVHR8EUzBRME+gTaBLhklodHRwOi8vY3JsLm1pY3Jvc29mdC5jb20vcGtpL2Ny

# bC9wcm9kdWN0cy9NaWNSb29DZXJBdXQyMDExXzIwMTFfMDNfMjIuY3JsMF4GCCsG

# AQUFBwEBBFIwUDBOBggrBgEFBQcwAoZCaHR0cDovL3d3dy5taWNyb3NvZnQuY29t

# L3BraS9jZXJ0cy9NaWNSb29DZXJBdXQyMDExXzIwMTFfMDNfMjIuY3J0MIGfBgNV

# HSAEgZcwgZQwgZEGCSsGAQQBgjcuAzCBgzA/BggrBgEFBQcCARYzaHR0cDovL3d3

# dy5taWNyb3NvZnQuY29tL3BraW9wcy9kb2NzL3ByaW1hcnljcHMuaHRtMEAGCCsG

# AQUFBwICMDQeMiAdAEwAZQBnAGEAbABfAHAAbwBsAGkAYwB5AF8AcwB0AGEAdABl

# AG0AZQBuAHQALiAdMA0GCSqGSIb3DQEBCwUAA4ICAQBn8oalmOBUeRou09h0ZyKb

# C5YR4WOSmUKWfdJ5DJDBZV8uLD74w3LRbYP+vj/oCso7v0epo/Np22O/IjWll11l

# hJB9i0ZQVdgMknzSGksc8zxCi1LQsP1r4z4HLimb5j0bpdS1HXeUOeLpZMlEPXh6

# I/MTfaaQdION9MsmAkYqwooQu6SpBQyb7Wj6aC6VoCo/KmtYSWMfCWluWpiW5IP0

# wI/zRive/DvQvTXvbiWu5a8n7dDd8w6vmSiXmE0OPQvyCInWH8MyGOLwxS3OW560

# STkKxgrCxq2u5bLZ2xWIUUVYODJxJxp/sfQn+N4sOiBpmLJZiWhub6e3dMNABQam

# ASooPoI/E01mC8CzTfXhj38cbxV9Rad25UAqZaPDXVJihsMdYzaXht/a8/jyFqGa

# J+HNpZfQ7l1jQeNbB5yHPgZ3BtEGsXUfFL5hYbXw3MYbBL7fQccOKO7eZS/sl/ah

# XJbYANahRr1Z85elCUtIEJmAH9AAKcWxm6U/RXceNcbSoqKfenoi+kiVH6v7RyOA

# 9Z74v2u3S5fi63V4GuzqN5l5GEv/1rMjaHXmr/r8i+sLgOppO6/8MO0ETI7f33Vt

# Y5E90Z1WTk+/gFcioXgRMiF670EKsT/7qMykXcGhiJtXcVZOSEXAQsmbdlsKgEhr

# /Xmfwb1tbWrJUnMTDXpQzTGCGaIwghmeAgEBMIGVMH4xCzAJBgNVBAYTAlVTMRMw

# EQYDVQQIEwpXYXNoaW5ndG9uMRAwDgYDVQQHEwdSZWRtb25kMR4wHAYDVQQKExVN

# aWNyb3NvZnQgQ29ycG9yYXRpb24xKDAmBgNVBAMTH01pY3Jvc29mdCBDb2RlIFNp

# Z25pbmcgUENBIDIwMTECEzMAAAOvMEAOTKNNBUEAAAAAA68wDQYJYIZIAWUDBAIB

# BQCgga4wGQYJKoZIhvcNAQkDMQwGCisGAQQBgjcCAQQwHAYKKwYBBAGCNwIBCzEO

# MAwGCisGAQQBgjcCARUwLwYJKoZIhvcNAQkEMSIEIKJG5a8oeLOPZi+GILEm1EY9

# HX1cjHZiM86Ltf777lMkMEIGCisGAQQBgjcCAQwxNDAyoBSAEgBNAGkAYwByAG8A

# cwBvAGYAdKEagBhodHRwOi8vd3d3Lm1pY3Jvc29mdC5jb20wDQYJKoZIhvcNAQEB

# BQAEggEAe+n2AMjprb40lyfcbrKmeKmPZkdpW2BmMxYjyQkmaWZkyN8/6CtXsvEH

# x9cYiPBc6UmRvygaR5jdAskACglRcAMsp8k/HZEEcvMCHeLdBZ77Tt/bDpoUtChX

# KGk8guttHWqM95mNBWfO3UISa6QLAz39ZSCLW6aBLVK7FUB2/FY4/4NB3SQ0eCBb

# aCZW2arNOBOj1/EKi7Nok6iuM/Dx2wk/ntngD/2YwK4s6oBGJtfL9nIrIjNP4zlA

# 3dJ+PKsF1+Ky0OCMxsytSOIDhmHzziQm3QqaE3Zojl/lPBlvO2mMtnyJ6iH6+pxm

# K4h4pDgw1I1TiloWv14+mP5C93gT/KGCFywwghcoBgorBgEEAYI3AwMBMYIXGDCC

# FxQGCSqGSIb3DQEHAqCCFwUwghcBAgEDMQ8wDQYJYIZIAWUDBAIBBQAwggFZBgsq

# hkiG9w0BCRABBKCCAUgEggFEMIIBQAIBAQYKKwYBBAGEWQoDATAxMA0GCWCGSAFl

# AwQCAQUABCDMJTNqO8oA/BZKJv3paJApYU7zI+rFf4UCh/OrXFMuIAIGZnLCPrOn

# GBMyMDI0MDcwNDE4NDQxNi4yODJaMASAAgH0oIHYpIHVMIHSMQswCQYDVQQGEwJV

# UzETMBEGA1UECBMKV2FzaGluZ3RvbjEQMA4GA1UEBxMHUmVkbW9uZDEeMBwGA1UE

# ChMVTWljcm9zb2Z0IENvcnBvcmF0aW9uMS0wKwYDVQQLEyRNaWNyb3NvZnQgSXJl

# bGFuZCBPcGVyYXRpb25zIExpbWl0ZWQxJjAkBgNVBAsTHVRoYWxlcyBUU1MgRVNO

# OjJBRDQtNEI5Mi1GQTAxMSUwIwYDVQQDExxNaWNyb3NvZnQgVGltZS1TdGFtcCBT

# ZXJ2aWNloIIRezCCBycwggUPoAMCAQICEzMAAAHenkielp8oRD0AAQAAAd4wDQYJ

# KoZIhvcNAQELBQAwfDELMAkGA1UEBhMCVVMxEzARBgNVBAgTCldhc2hpbmd0b24x

# EDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNVBAoTFU1pY3Jvc29mdCBDb3Jwb3JhdGlv

# bjEmMCQGA1UEAxMdTWljcm9zb2Z0IFRpbWUtU3RhbXAgUENBIDIwMTAwHhcNMjMx

# MDEyMTkwNzEyWhcNMjUwMTEwMTkwNzEyWjCB0jELMAkGA1UEBhMCVVMxEzARBgNV

# BAgTCldhc2hpbmd0b24xEDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNVBAoTFU1pY3Jv

# c29mdCBDb3Jwb3JhdGlvbjEtMCsGA1UECxMkTWljcm9zb2Z0IElyZWxhbmQgT3Bl

# cmF0aW9ucyBMaW1pdGVkMSYwJAYDVQQLEx1UaGFsZXMgVFNTIEVTTjoyQUQ0LTRC

# OTItRkEwMTElMCMGA1UEAxMcTWljcm9zb2Z0IFRpbWUtU3RhbXAgU2VydmljZTCC

# AiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBALSB9ByF9UIDhA6xFrOniw/x

# sDl8sSi9rOCOXSSO4VMQjnNGAo5VHx0iijMEMH9LY2SUIBkVQS0Ml6kR+TagkUPb

# aEpwjhQ1mprhRgJT/jlSnic42VDAo0en4JI6xnXoAoWoKySY8/ROIKdpphgI7OJb

# 4XHk1P3sX2pNZ32LDY1ktchK1/hWyPlblaXAHRu0E3ynvwrS8/bcorANO6Djuysy

# S9zUmr+w3H3AEvSgs2ReuLj2pkBcfW1UPCFudLd7IPZ2RC4odQcEPnY12jypYPnS

# 6yZAs0pLpq0KRFUyB1x6x6OU73sudiHON16mE0l6LLT9OmGo0S94Bxg3N/3aE6fU

# bnVoemVc7FkFLum8KkZcbQ7cOHSAWGJxdCvo5OtUtRdSqf85FklCXIIkg4sm7nM9

# TktUVfO0kp6kx7mysgD0Qrxx6/5oaqnwOTWLNzK+BCi1G7nUD1pteuXvQp8fE1Kp

# TjnG/1OJeehwKNNPjGt98V0BmogZTe3SxBkOeOQyLA++5Hyg/L68pe+DrZoZPXJa

# GU/iBiFmL+ul/Oi3d83zLAHlHQmH/VGNBfRwP+ixvqhyk/EebwuXVJY+rTyfbRfu

# h9n0AaMhhNxxg6tGKyZS4EAEiDxrF9mAZEy8e8rf6dlKIX5d3aQLo9fDda1ZTOw+

# XAcAvj2/N3DLVGZlHnHlAgMBAAGjggFJMIIBRTAdBgNVHQ4EFgQUazAmbxseaapg

# dxzK8Os+naPQEsgwHwYDVR0jBBgwFoAUn6cVXQBeYl2D9OXSZacbUzUZ6XIwXwYD

# VR0fBFgwVjBUoFKgUIZOaHR0cDovL3d3dy5taWNyb3NvZnQuY29tL3BraW9wcy9j

# cmwvTWljcm9zb2Z0JTIwVGltZS1TdGFtcCUyMFBDQSUyMDIwMTAoMSkuY3JsMGwG

# CCsGAQUFBwEBBGAwXjBcBggrBgEFBQcwAoZQaHR0cDovL3d3dy5taWNyb3NvZnQu

# Y29tL3BraW9wcy9jZXJ0cy9NaWNyb3NvZnQlMjBUaW1lLVN0YW1wJTIwUENBJTIw

# MjAxMCgxKS5jcnQwDAYDVR0TAQH/BAIwADAWBgNVHSUBAf8EDDAKBggrBgEFBQcD

# CDAOBgNVHQ8BAf8EBAMCB4AwDQYJKoZIhvcNAQELBQADggIBAOKUwHsXDacGOvUI

# gs5HDgPs0LZ1qyHS6C6wfKlLaD36tZfbWt1x+GMiazSuy+GsxiVHzkhMW+FqK8gr

# uLQWN/sOCX+fGUgT9LT21cRIpcZj4/ZFIvwtkBcsCz1XEUsXYOSJUPitY7E8bbld

# mmhYZ29p+XQpIcsG/q+YjkqBW9mw0ru1MfxMTQs9MTDiD28gAVGrPA3NykiSChvd

# qS7VX+/LcEz9Ubzto/w28WA8HOCHqBTbDRHmiP7MIj+SQmI9VIayYsIGRjvelmNa

# 0OvbU9CJSz/NfMEgf2NHMZUYW8KqWEjIjPfHIKxWlNMYhuWfWRSHZCKyIANA0aJL

# 4soHQtzzZ2MnNfjYY851wHYjGgwUj/hlLRgQO5S30Zx78GqBKfylp25aOWJ/qPhC

# +DXM2gXajIXbl+jpGcVANwtFFujCJRdZbeH1R+Q41FjgBg4m3OTFDGot5DSuVkQg

# jku7pOVPtldE46QlDg/2WhPpTQxXH64sP1GfkAwUtt6rrZM/PCwRG6girYmnTRLL

# sicBhoYLh+EEFjVviXAGTk6pnu8jx/4WPWu0jsz7yFzg82/FMqCk9wK3LvyLAyDH

# N+FxbHAxtgwad7oLQPM0WGERdB1umPCIiYsSf/j79EqHdoNwQYROVm+ZX10RX3n6

# bRmAnskeNhi0wnVaeVogLMdGD+nqMIIHcTCCBVmgAwIBAgITMwAAABXF52ueAptJ

# mQAAAAAAFTANBgkqhkiG9w0BAQsFADCBiDELMAkGA1UEBhMCVVMxEzARBgNVBAgT

# Cldhc2hpbmd0b24xEDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNVBAoTFU1pY3Jvc29m

# dCBDb3Jwb3JhdGlvbjEyMDAGA1UEAxMpTWljcm9zb2Z0IFJvb3QgQ2VydGlmaWNh

# dGUgQXV0aG9yaXR5IDIwMTAwHhcNMjEwOTMwMTgyMjI1WhcNMzAwOTMwMTgzMjI1

# WjB8MQswCQYDVQQGEwJVUzETMBEGA1UECBMKV2FzaGluZ3RvbjEQMA4GA1UEBxMH

# UmVkbW9uZDEeMBwGA1UEChMVTWljcm9zb2Z0IENvcnBvcmF0aW9uMSYwJAYDVQQD

# Ex1NaWNyb3NvZnQgVGltZS1TdGFtcCBQQ0EgMjAxMDCCAiIwDQYJKoZIhvcNAQEB

# BQADggIPADCCAgoCggIBAOThpkzntHIhC3miy9ckeb0O1YLT/e6cBwfSqWxOdcjK

# NVf2AX9sSuDivbk+F2Az/1xPx2b3lVNxWuJ+Slr+uDZnhUYjDLWNE893MsAQGOhg

# fWpSg0S3po5GawcU88V29YZQ3MFEyHFcUTE3oAo4bo3t1w/YJlN8OWECesSq/XJp

# rx2rrPY2vjUmZNqYO7oaezOtgFt+jBAcnVL+tuhiJdxqD89d9P6OU8/W7IVWTe/d

# vI2k45GPsjksUZzpcGkNyjYtcI4xyDUoveO0hyTD4MmPfrVUj9z6BVWYbWg7mka9

# 7aSueik3rMvrg0XnRm7KMtXAhjBcTyziYrLNueKNiOSWrAFKu75xqRdbZ2De+JKR

# Hh09/SDPc31BmkZ1zcRfNN0Sidb9pSB9fvzZnkXftnIv231fgLrbqn427DZM9itu

# qBJR6L8FA6PRc6ZNN3SUHDSCD/AQ8rdHGO2n6Jl8P0zbr17C89XYcz1DTsEzOUyO

# ArxCaC4Q6oRRRuLRvWoYWmEBc8pnol7XKHYC4jMYctenIPDC+hIK12NvDMk2ZItb

# oKaDIV1fMHSRlJTYuVD5C4lh8zYGNRiER9vcG9H9stQcxWv2XFJRXRLbJbqvUAV6

# bMURHXLvjflSxIUXk8A8FdsaN8cIFRg/eKtFtvUeh17aj54WcmnGrnu3tz5q4i6t

# AgMBAAGjggHdMIIB2TASBgkrBgEEAYI3FQEEBQIDAQABMCMGCSsGAQQBgjcVAgQW

# BBQqp1L+ZMSavoKRPEY1Kc8Q/y8E7jAdBgNVHQ4EFgQUn6cVXQBeYl2D9OXSZacb

# UzUZ6XIwXAYDVR0gBFUwUzBRBgwrBgEEAYI3TIN9AQEwQTA/BggrBgEFBQcCARYz

# aHR0cDovL3d3dy5taWNyb3NvZnQuY29tL3BraW9wcy9Eb2NzL1JlcG9zaXRvcnku

# aHRtMBMGA1UdJQQMMAoGCCsGAQUFBwMIMBkGCSsGAQQBgjcUAgQMHgoAUwB1AGIA

# QwBBMAsGA1UdDwQEAwIBhjAPBgNVHRMBAf8EBTADAQH/MB8GA1UdIwQYMBaAFNX2

# VsuP6KJcYmjRPZSQW9fOmhjEMFYGA1UdHwRPME0wS6BJoEeGRWh0dHA6Ly9jcmwu

# bWljcm9zb2Z0LmNvbS9wa2kvY3JsL3Byb2R1Y3RzL01pY1Jvb0NlckF1dF8yMDEw

# LTA2LTIzLmNybDBaBggrBgEFBQcBAQROMEwwSgYIKwYBBQUHMAKGPmh0dHA6Ly93

# d3cubWljcm9zb2Z0LmNvbS9wa2kvY2VydHMvTWljUm9vQ2VyQXV0XzIwMTAtMDYt

# MjMuY3J0MA0GCSqGSIb3DQEBCwUAA4ICAQCdVX38Kq3hLB9nATEkW+Geckv8qW/q

# XBS2Pk5HZHixBpOXPTEztTnXwnE2P9pkbHzQdTltuw8x5MKP+2zRoZQYIu7pZmc6

# U03dmLq2HnjYNi6cqYJWAAOwBb6J6Gngugnue99qb74py27YP0h1AdkY3m2CDPVt

# I1TkeFN1JFe53Z/zjj3G82jfZfakVqr3lbYoVSfQJL1AoL8ZthISEV09J+BAljis

# 9/kpicO8F7BUhUKz/AyeixmJ5/ALaoHCgRlCGVJ1ijbCHcNhcy4sa3tuPywJeBTp

# kbKpW99Jo3QMvOyRgNI95ko+ZjtPu4b6MhrZlvSP9pEB9s7GdP32THJvEKt1MMU0

# sHrYUP4KWN1APMdUbZ1jdEgssU5HLcEUBHG/ZPkkvnNtyo4JvbMBV0lUZNlz138e

# W0QBjloZkWsNn6Qo3GcZKCS6OEuabvshVGtqRRFHqfG3rsjoiV5PndLQTHa1V1QJ

# sWkBRH58oWFsc/4Ku+xBZj1p/cvBQUl+fpO+y/g75LcVv7TOPqUxUYS8vwLBgqJ7

# Fx0ViY1w/ue10CgaiQuPNtq6TPmb/wrpNPgkNWcr4A245oyZ1uEi6vAnQj0llOZ0

# dFtq0Z4+7X6gMTN9vMvpe784cETRkPHIqzqKOghif9lwY1NNje6CbaUFEMFxBmoQ

# tB1VM1izoXBm8qGCAtcwggJAAgEBMIIBAKGB2KSB1TCB0jELMAkGA1UEBhMCVVMx

# EzARBgNVBAgTCldhc2hpbmd0b24xEDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNVBAoT

# FU1pY3Jvc29mdCBDb3Jwb3JhdGlvbjEtMCsGA1UECxMkTWljcm9zb2Z0IElyZWxh

# bmQgT3BlcmF0aW9ucyBMaW1pdGVkMSYwJAYDVQQLEx1UaGFsZXMgVFNTIEVTTjoy

# QUQ0LTRCOTItRkEwMTElMCMGA1UEAxMcTWljcm9zb2Z0IFRpbWUtU3RhbXAgU2Vy

# dmljZaIjCgEBMAcGBSsOAwIaAxUAaKBSisy4y86pl8Xy22CJZExE2vOggYMwgYCk

# fjB8MQswCQYDVQQGEwJVUzETMBEGA1UECBMKV2FzaGluZ3RvbjEQMA4GA1UEBxMH

# UmVkbW9uZDEeMBwGA1UEChMVTWljcm9zb2Z0IENvcnBvcmF0aW9uMSYwJAYDVQQD

# Ex1NaWNyb3NvZnQgVGltZS1TdGFtcCBQQ0EgMjAxMDANBgkqhkiG9w0BAQUFAAIF

# AOoxBacwIhgPMjAyNDA3MDQxOTI3MzVaGA8yMDI0MDcwNTE5MjczNVowdzA9Bgor

# BgEEAYRZCgQBMS8wLTAKAgUA6jEFpwIBADAKAgEAAgIioQIB/zAHAgEAAgIStzAK

# AgUA6jJXJwIBADA2BgorBgEEAYRZCgQCMSgwJjAMBgorBgEEAYRZCgMCoAowCAIB

# AAIDB6EgoQowCAIBAAIDAYagMA0GCSqGSIb3DQEBBQUAA4GBABgOQt7RwfKZNIa1

# GqbJz9gNNkFRtsCScqQXcfOXrY530ReVbcaE68MRdSasfBakUIL3eQS2vxLDYwqc

# qy2cgPj0B4F3kqnfyyqYxJMMnFec3Aab7ObytQM/vSj1RtzrB9APowDGmwNUfrUd

# Lwvt81FqS53qDUBpIeUWvuHiXSftMYIEDTCCBAkCAQEwgZMwfDELMAkGA1UEBhMC

# VVMxEzARBgNVBAgTCldhc2hpbmd0b24xEDAOBgNVBAcTB1JlZG1vbmQxHjAcBgNV

# BAoTFU1pY3Jvc29mdCBDb3Jwb3JhdGlvbjEmMCQGA1UEAxMdTWljcm9zb2Z0IFRp

# bWUtU3RhbXAgUENBIDIwMTACEzMAAAHenkielp8oRD0AAQAAAd4wDQYJYIZIAWUD

# BAIBBQCgggFKMBoGCSqGSIb3DQEJAzENBgsqhkiG9w0BCRABBDAvBgkqhkiG9w0B

# CQQxIgQgLCCXg5v364COEtvFs25OnY6qbrQuSHzreBrzEeMmm9gwgfoGCyqGSIb3

# DQEJEAIvMYHqMIHnMIHkMIG9BCCOPiOfDcFeEBBJAn/mC3MgrT5w/U2z81LYD44H

# c34dezCBmDCBgKR+MHwxCzAJBgNVBAYTAlVTMRMwEQYDVQQIEwpXYXNoaW5ndG9u

# MRAwDgYDVQQHEwdSZWRtb25kMR4wHAYDVQQKExVNaWNyb3NvZnQgQ29ycG9yYXRp

# b24xJjAkBgNVBAMTHU1pY3Jvc29mdCBUaW1lLVN0YW1wIFBDQSAyMDEwAhMzAAAB

# 3p5InpafKEQ9AAEAAAHeMCIEIM9b4Y/gfYaAclqeQjzgauECfBZyMBgPX0GHwi+m

# jh6UMA0GCSqGSIb3DQEBCwUABIICACcX2ck2AFQlDxMziZOZwNQNyoUhjksQWG7m

# rHxCkS4v/eyfNK3DTugujTHN71uuP2Jlv4FU2rUPz1hcvGqaj6SMHmGz7SMNyHWk

# 35WLJ1ik+UMRsQwQTAQI5RGlTZo9PIGeIOFs0I/lQEP8S0swC7dvfYrGtc295gh2

# RNWSbio2hwntbluK/RvbrmZ4XAuInx1s/wFEKEeXfECqvZuI4Eo9VarJngZ5ZeOP

# O/PbQl6tYLdhOCCaf2FAyMvhI4zx17wgxiNsvKvGQ5yLHD3dcBA2LkVr7fXVj5bY

# 7yze1LWJVdNpTrgFfg0i/wBM1LxCoOHKmpdd7T/9GQDC1qPhmyjcyBlHemChxr8r

# eTZbKgAMcz3iK0cMY87XcYjTGrZGwXMtHoeQ0tRQiqMm1nCMWNiD7AAb3l432I4z

# UMZbDxsgkAGLaGZuMOVgh7/WzRNQruh2iJvPfqDj4flhwAEzb7osX68y7RJbxIy+

# /WNUw2HsTu85ZFI7uUrinJJEGDLm4r/OKk3bE/S9K6g3iIEjuL8LbiCbqvakmzIq

# JIebC1KZbubkqrgiLjBLhXSNr/HEY+OPYuEpeN5A1tpS6lhLw6yebxUtGPNddqRL

# y/mwGgZvqkcQevzANeGRW5szx1QbipQ40XVb9m2IA/HXK1m+9yTS0cEaTOvG+Qnl

# 47RjOJHe

# SIG # End signature block