functions/Get-DbaRandomizedValue.ps1
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function Get-DbaRandomizedValue { <# .SYNOPSIS This function will generate a random value for a specific data type or bogus type and subtype .DESCRIPTION Generates a random value based on the assigned sql data type or bogus type with sub type. It supports a wide range of sql data types and an entire dictionary of various random values. .PARAMETER DataType The target SQL Server instance or instances. Supported data types are bigint, bit, bool, char, date, datetime, datetime2, decimal, int, float, guid, money, numeric, nchar, ntext, nvarchar, real, smalldatetime, smallint, text, time, tinyint, uniqueidentifier, userdefineddatatype, varchar .PARAMETER RandomizerType Bogus type to use. Supported types are Address, Commerce, Company, Database, Date, Finance, Hacker, Hashids, Image, Internet, Lorem, Name, Person, Phone, Random, Rant, System .PARAMETER RandomizerSubType Subtype to use. .PARAMETER Min Minimum value used to generate certain lengths of values. Default is 0 .PARAMETER Max Maximum value used to generate certain lengths of values. Default is 255 .PARAMETER Precision Precision used for numeric sql data types like decimal, numeric, real and float .PARAMETER CharacterString The characters to use in string data. 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789' by default .PARAMETER Format Use specilized formatting with certain randomizer types like phone number. .PARAMETER Symbol Use a symbol in front of the value i.e. $100,12 .PARAMETER Separator Some masking types support separators .PARAMETER Value This is the value that needs to be used for several possible transformations. One example is the subtype "Shuffling" where the value will be shuffled. .PARAMETER Locale Set the local to enable certain settings in the masking. The default is 'en' .PARAMETER WhatIf If this switch is enabled, no actions are performed but informational messages will be displayed that explain what would happen if the command were to run. .PARAMETER Confirm If this switch is enabled, you will be prompted for confirmation before executing any operations that change state. .PARAMETER EnableException By default, when something goes wrong we try to catch it, interpret it and give you a friendly warning message. This avoids overwhelming you with "sea of red" exceptions, but is inconvenient because it basically disables advanced scripting. Using this switch turns this "nice by default" feature off and enables you to catch exceptions with your own try/catch. .NOTES Tags: DataMasking, DataGeneration Author: Sander Stad (@sqlstad, sqlstad.nl) Website: https://dbatools.io Copyright: (c) 2018 by dbatools, licensed under MIT License: MIT https://opensource.org/licenses/MIT .LINK https://dbatools.io/Get-DbaRandomizedValue .EXAMPLE Get-DbaRandomizedValue -DataType bit Will return either a 1 or 0 .EXAMPLE Get-DbaRandomizedValue -DataType int Will generate a number between -2147483648 and 2147483647 .EXAMPLE Get-DbaRandomizedValue -RandomizerSubType Zipcode Generates a random zipcode .EXAMPLE Get-DbaRandomizedValue -RandomizerSubType Zipcode -Format "#### ##" Generates a random zipcode like "1234 56" .EXAMPLE Get-DbaRandomizedValue -RandomizerSubType PhoneNumber -Format "(###) #######" Generates a random phonenumber like "(123) 4567890" #> [CmdLetBinding()] param( [string]$DataType, [string]$RandomizerType, [string]$RandomizerSubType, [object]$Min, [object]$Max, [int]$Precision = 2, [string]$CharacterString = 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789', [string]$Format, [string]$Symbol, [string]$Separator, [string]$Value, [string]$Locale = 'en', [switch]$EnableException ) begin { # Create faker object if (-not $script:faker) { $script:faker = New-Object Bogus.Faker($Locale) } # Get all the random possibilities if (-not $script:randomizerTypes) { $script:randomizerTypes = Import-Csv (Resolve-Path -Path "$script:PSModuleRoot\bin\randomizer\en.randomizertypes.csv") | Group-Object { $_.Type } } if (-not $script:uniquesubtypes) { $script:uniquesubtypes = $script:randomizerTypes.Group | Where-Object Subtype -eq $RandomizerSubType | Select-Object Type -ExpandProperty Type -First 1 } if (-not $script:uniquerandomizertypes) { $script:uniquerandomizertypes = ($script:randomizerTypes.Group.Type | Select-Object -Unique) } if (-not $script:uniquerandomizersubtype) { $script:uniquerandomizersubtype = ($script:randomizerTypes.Group.SubType | Select-Object -Unique) } $supportedDataTypes = 'bigint', 'bit', 'bool', 'char', 'date', 'datetime', 'datetime2', 'decimal', 'int', 'float', 'guid', 'money', 'numeric', 'nchar', 'ntext', 'nvarchar', 'real', 'smalldatetime', 'smallint', 'text', 'time', 'tinyint', 'uniqueidentifier', 'userdefineddatatype', 'varchar' # Check the variables if (-not $DataType -and -not $RandomizerType -and -not $RandomizerSubType) { Stop-Function -Message "Please use one of the variables i.e. -DataType, -RandomizerType or -RandomizerSubType" -Continue } elseif ($DataType -and ($RandomizerType -or $RandomizerSubType)) { Stop-Function -Message "You cannot use -DataType with -RandomizerType or -RandomizerSubType" -Continue } elseif (-not $RandomizerSubType -and $RandomizerType) { Stop-Function -Message "Please enter a sub type" -Continue } elseif (-not $RandomizerType -and $RandomizerSubType) { $RandomizerType = $script:uniquesubtypes } if ($DataType -and $DataType.ToLowerInvariant() -notin $supportedDataTypes) { Stop-Function -Message "Unsupported sql data type" -Continue -Target $DataType } # Check the bogus type if ($RandomizerType) { if ($RandomizerType -notin $script:uniquerandomizertypes) { Stop-Function -Message "Invalid randomizer type" -Continue -Target $RandomizerType } } # Check the sub type if ($RandomizerSubType) { if ($RandomizerSubType -notin $script:uniquerandomizersubtype) { Stop-Function -Message "Invalid randomizer sub type" -Continue -Target $RandomizerSubType } if ($RandomizerSubType.ToLowerInvariant() -eq 'shuffle' -and $null -eq $Value) { Stop-Function -Message "Value cannot be empty when using sub type 'Shuffle'" -Continue -Target $RandomizerSubType } } if ($null -eq $Min) { if ($DataType.ToLower() -notlike "date*" -and $RandomizerType.ToLower() -notlike "date*") { $Min = 1 } } if ($null -eq $Max) { if ($DataType.ToLower() -notlike "date*" -and $RandomizerType.ToLower() -notlike "date*") { $Max = 255 } } } process { if (Test-FunctionInterrupt) { return } if ($DataType) { switch ($DataType.ToLowerInvariant()) { 'bigint' { if (-not $Min -or $Min -lt -9223372036854775808) { $Min = -9223372036854775808 Write-Message -Level Verbose -Message "Min value for data type is empty or too small. Reset to $Min" } if (-not $Max -or $Max -gt 9223372036854775807) { $Max = 9223372036854775807 Write-Message -Level Verbose -Message "Max value for data type is empty or too big. Reset to $Max" } $script:faker.Random.Long($Min, $Max) } { $psitem -in 'bit', 'bool' } { if ($script:faker.Random.Bool()) { 1 } else { 0 } } 'date' { if ($Min -or $Max) { ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd", [System.Globalization.CultureInfo]::InvariantCulture) } else { ($script:faker.Date.Past()).ToString("yyyy-MM-dd", [System.Globalization.CultureInfo]::InvariantCulture) } } 'datetime' { if ($Min -or $Max) { ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd HH:mm:ss.fff", [System.Globalization.CultureInfo]::InvariantCulture) } else { ($script:faker.Date.Past()).ToString("yyyy-MM-dd HH:mm:ss.fff", [System.Globalization.CultureInfo]::InvariantCulture) } } 'datetime2' { if ($Min -or $Max) { ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } else { ($script:faker.Date.Past()).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } } { $psitem -in 'decimal', 'float', 'money', 'numeric', 'real' } { $script:faker.Finance.Amount($Min, $Max, $Precision) } 'int' { if (-not $Min -or $Min -lt -2147483648) { $Min = -2147483648 Write-Message -Level Verbose -Message "Min value for data type is empty or too small. Reset to $Min" } if (-not $Max -or $Max -gt 2147483647 -or $Max -lt $Min) { $Max = 2147483647 Write-Message -Level Verbose -Message "Max value for data type is empty or too big. Reset to $Max" } $script:faker.Random.Int($Min, $Max) } 'smalldatetime' { if ($Min -or $Max) { ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd HH:mm:ss", [System.Globalization.CultureInfo]::InvariantCulture) } else { ($script:faker.Date.Past()).ToString("yyyy-MM-dd HH:mm:ss", [System.Globalization.CultureInfo]::InvariantCulture) } } 'smallint' { if (-not $Min -or $Min -lt -32768) { $Min = 32768 Write-Message -Level Verbose -Message "Min value for data type is empty or too small. Reset to $Min" } if (-not $Max -or $Max -gt 32767 -or $Max -lt $Min) { $Max = 32767 Write-Message -Level Verbose -Message "Max value for data type is empty or too big. Reset to $Max" } $script:faker.Random.Int($Min, $Max) } 'time' { ($script:faker.Date.Past()).ToString("HH:mm:ss.fffffff") } 'tinyint' { if (-not $Min -or $Min -lt 0) { $Min = 0 Write-Message -Level Verbose -Message "Min value for data type is empty or too small. Reset to $Min" } if (-not $Max -or $Max -gt 255 -or $Max -lt $Min) { $Max = 255 Write-Message -Level Verbose -Message "Max value for data type is empty or too big. Reset to $Max" } $script:faker.Random.Int($Min, $Max) } { $psitem -in 'uniqueidentifier', 'guid' } { $script:faker.System.Random.Guid().Guid } 'userdefineddatatype' { if ($Max -eq 1) { if ($script:faker.System.Random.Bool()) { 1 } else { 0 } } else { $null } } { $psitem -in 'char', 'nchar', 'nvarchar', 'varchar' } { $script:faker.Random.String2($Min, $Max, $CharacterString) } } } else { $randSubType = $RandomizerSubType.ToLowerInvariant() switch ($RandomizerType.ToLowerInvariant()) { 'address' { if ($randSubType -in 'latitude', 'longitude') { $script:faker.Address.Latitude($Min, $Max) } elseif ($randSubType -eq 'zipcode') { if ($Format) { $script:faker.Address.ZipCode("$($Format)") } else { $script:faker.Address.ZipCode() } } else { $script:faker.Address.$RandomizerSubType() } } 'commerce' { if ($randSubType -eq 'categories') { $script:faker.Commerce.Categories($Max) } elseif ($randSubType -eq 'departments') { $script:faker.Commerce.Department($Max) } elseif ($randSubType -eq 'price') { $script:faker.Commerce.Price($min, $Max, $Precision, $Symbol) } else { $script:faker.Commerce.$RandomizerSubType() } } 'company' { $script:faker.Company.$RandomizerSubType() } 'database' { $script:faker.Database.$RandomizerSubType() } 'date' { if ($randSubType -eq 'between') { if (-not $Min) { Stop-Function -Message "Please set the minimum value for the date" -Continue -Target $Min } if (-not $Max) { Stop-Function -Message "Please set the maximum value for the date" -Continue -Target $Max } if ($Min -gt $Max) { Stop-Function -Message "The minimum value for the date cannot be later than maximum value" -Continue -Target $Min } else { ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } } elseif ($randSubType -eq 'past') { if ($Max) { if ($Min) { $yearsToGoBack = [math]::round((([datetime]$Max - [datetime]$Min).Days / 365), 0) } else { $yearsToGoBack = 1 } $script:faker.Date.Past($yearsToGoBack, $Max).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } else { $script:faker.Date.Past().ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } } elseif ($randSubType -eq 'future') { if ($Min) { if ($Max) { $yearsToGoForward = [math]::round((([datetime]$Max - [datetime]$Min).Days / 365), 0) } else { $yearsToGoForward = 1 } $script:faker.Date.Future($yearsToGoForward, $Min).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } else { $script:faker.Date.Future().ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } } elseif ($randSubType -eq 'recent') { $script:faker.Date.Recent().ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } elseif ($randSubType -eq 'random') { if ($Min -or $Max) { if (-not $Min) { $Min = Get-Date } if (-not $Max) { $Max = (Get-Date).AddYears(1) } ($script:faker.Date.Between($Min, $Max)).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } else { ($script:faker.Date.Past()).ToString("yyyy-MM-dd HH:mm:ss.fffffff", [System.Globalization.CultureInfo]::InvariantCulture) } } else { $script:faker.Date.$RandomizerSubType() } } 'finance' { if ($randSubType -eq 'account') { $script:faker.Finance.Account($Max) } elseif ($randSubType -eq 'amount') { $script:faker.Finance.Amount($Min, $Max, $Precision) } else { $script:faker.Finance.$RandomizerSubType() } } 'hacker' { $script:faker.Hacker.$RandomizerSubType() } 'image' { $script:faker.Image.$RandomizerSubType() } 'internet' { if ($randSubType -eq 'password') { $script:faker.Internet.Password($Max) } elseif ($randSubType -eq 'mac') { if ($Separator) { $script:faker.Internet.Mac($Separator) } else { if (-not $Format -or $Format -eq "##:##:##:##:##:##") { $script:faker.Internet.Mac() } elseif ($Format -eq "############") { $script:faker.Internet.Mac("") } else { $newMacArray = $Format.ToCharArray() $macAddress = $script:faker.Internet.Mac("") $macArray = $macAddress.ToCharArray() $macIndex = 0 for ($i = 0; $i -lt $formatArray.Count; $i++) { if ($newMacArray[$i] -eq "#") { $newMacArray[$i] = $macArray[$macIndex] $macIndex++ } } $newMacArray -join "" } } } else { $script:faker.Internet.$RandomizerSubType() } } 'lorem' { if ($randSubType -eq 'paragraph') { if ($Min -lt 1) { $Min = 1 Write-Message -Level Verbose -Message "Min value for sub type is too small. Reset to $Min" } $script:faker.Lorem.Paragraph($Min) } elseif ($randSubType -eq 'paragraphs') { if ($Min -lt 1) { $Min = 1 Write-Message -Level Verbose -Message "Min value for sub type is too small. Reset to $Min" } $script:faker.Lorem.Paragraphs($Min) } elseif ($randSubType -eq 'letter') { $script:faker.Lorem.Letter($Max) } elseif ($randSubType -eq 'lines') { $script:faker.Lorem.Lines($Max) } elseif ($randSubType -eq 'sentence') { if ($Min -lt 1) { $Min = 1 Write-Message -Level Verbose -Message "Min value for sub type is too small. Reset to $Min" } $script:faker.Lorem.Sentence($Min, $Max) } elseif ($randSubType -eq 'sentences') { if ($Min -lt 1) { $Min = 1 Write-Message -Level Verbose -Message "Min value for sub type is too small. Reset to $Min" } $script:faker.Lorem.Sentences($Min, $Max) } elseif ($randSubType -eq 'slug') { $script:faker.Lorem.Slug($Max) } elseif ($randSubType -eq 'words') { $script:faker.Lorem.Words($Max) } else { $script:faker.Lorem.$RandomizerSubType() } } 'name' { $script:faker.Name.$RandomizerSubType() } 'person' { if ($randSubType -eq "phone") { if ($Format) { $script:faker.Phone.PhoneNumber($Format) } else { $script:faker.Phone.PhoneNumber() } } else { $script:faker.Person.$RandomizerSubType } } 'phone' { if ($Format) { $script:faker.Phone.PhoneNumber($Format) } else { $script:faker.Phone.PhoneNumber() } } 'random' { if ($randSubType -in 'byte', 'char', 'decimal', 'double', 'even', 'float', 'int', 'long', 'number', 'odd', 'sbyte', 'short', 'uint', 'ulong', 'ushort') { $script:faker.Random.$RandomizerSubType($Min, $Max) } elseif ($randSubType -eq 'bytes') { $script:faker.Random.Bytes($Max) } elseif ($randSubType -in 'string', 'string2') { $script:faker.Random.String2([int]$Min, [int]$Max, $CharacterString) } elseif ($randSubType -eq 'shuffle') { $commaIndex = $value.IndexOf(",") $dotIndex = $value.IndexOf(".") $Value = (($Value -replace ',', '') -replace '\.', '') $newValue = ($script:faker.Random.Shuffle($Value) -join '') if ($commaIndex -ne -1) { $newValue = $newValue.Insert($commaIndex, ',') } if ($dotIndex -ne -1) { $newValue = $newValue.Insert($dotIndex, '.') } $newValue } else { $script:faker.Random.$RandomizerSubType() } } 'rant' { if ($randSubType -eq 'reviews') { $script:faker.Rant.Review($script:faker.Commerce.Product()) } elseif ($randSubType -eq 'reviews') { $script:faker.Rant.Reviews($script:faker.Commerce.Product(), $Max) } } 'system' { $script:faker.System.$RandomizerSubType() } } } } } # 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