functions/Test-DbaDbDataMaskingConfig.ps1
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function Test-DbaDbDataMaskingConfig { <# .SYNOPSIS Checks the masking configuration if it's valid .DESCRIPTION When you're dealing with large masking configurations, things can get complicated and messy. This function will test for a range of rules and returns all the tables and columns that contain errors. .PARAMETER FilePath Path to the file to test .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. .PARAMETER Force If this switch is enabled, existing objects on Destination with matching names from Source will be dropped. .NOTES Tags: Masking, DataMasking 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 Requires: sysadmin access on SQL Servers .LINK https://dbatools.io/Test-DbaDbDataMaskingConfig .EXAMPLE Test-DbaDbDataMaskingConfig -FilePath C:\temp\_datamasking\db1.json Test the configuration file #> [CmdletBinding()] param ( [parameter(Mandatory)] [string]$FilePath, [switch]$EnableException ) begin { if (-not (Test-Path -Path $FilePath)) { Stop-Function -Message "Could not find masking config file $FilePath" -Target $FilePath return } # Get all the items that should be processed try { $json = Get-Content -Path $FilePath -ErrorAction Stop | ConvertFrom-Json -ErrorAction Stop } catch { Stop-Function -Message "Could not parse masking config file" -ErrorRecord $_ -Target $FilePath } if (-not $json.Type) { Stop-Function -Message "Configuration file does not contain a type. This is either an older configuration or an invalid one. Please make sure that the json file contains '`"Type`": `"DataMaskingConfiguration`", '" -Target $json.Type return } if ($json.Type -ne "DataMaskingConfiguration") { Stop-Function -Message "Configuration file is not a valid masking configuration. Type found '$($json.Type)'" -Target $json.Type return } $supportedDataTypes = @('bigint', 'bit', 'bool', 'char', 'date', 'datetime', 'datetime2', 'decimal', 'float', 'int', 'money', 'nchar', 'ntext', 'nvarchar', 'smalldatetime', 'smallint', 'text', 'time', 'tinyint', 'uniqueidentifier', 'userdefineddatatype', 'varchar') $randomizerTypes = Get-DbaRandomizedType $requiredColumnProperties = @('Action', 'CharacterString', 'ColumnType', 'Composite', 'Deterministic', 'Format', 'MaskingType', 'MaxValue', 'MinValue', 'Name', 'Nullable', 'KeepNull', 'SubType') $allowedColumnProperties = @('Action', 'CharacterString', 'ColumnType', 'Composite', 'Deterministic', 'Format', 'MaskingType', 'MaxValue', 'MinValue', 'Name', 'Nullable', 'KeepNull', 'Separator', 'SubType', 'StaticValue') $allowedActionCategories = @('datetime', 'number', 'column') $allowedActionSubCategories = @('year', 'quarter', 'month', 'dayofyear', 'day', 'week', 'weekday', 'hour', 'minute', 'second', 'millisecond', 'microsecond', 'nanosecond') $allowedActionTypes = @('Add', 'Divide', 'Multiply', 'Nullify', 'Set', 'Subtract') $allowedDateTimeTypes = @('date', 'datetime', 'datetime2', 'smalldatetime', 'time') $allowedNumberTypes = @('bigint', 'bit', 'int', 'money', 'smallint') $requiredDateTimeActionProperties = @('Category', 'Subcategory', 'Type', 'Value') $requiredNumberActionProperties = @('Category', 'Type', 'Value') } process { if (Test-FunctionInterrupt) { return } foreach ($table in $json.Tables) { foreach ($column in $table.Columns) { # Test the column properties $columnProperties = $column | Get-Member | Where-Object MemberType -eq NoteProperty | Select-Object Name -ExpandProperty Name $compareResultRequired = Compare-Object -ReferenceObject $requiredColumnProperties -DifferenceObject $columnProperties $compareResultAllowed = Compare-Object -ReferenceObject $allowedColumnProperties -DifferenceObject $columnProperties if ($null -ne $compareResultRequired) { if ($compareResultRequired.SideIndicator -contains "<=") { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = ($compareResultRequired | Where-Object SideIndicator -eq "<=").InputObject -join "," Error = "The column does not contain all the required properties. Please check the column " } } } if ($null -ne $compareResultAllowed) { if ($compareResultAllowed.SideIndicator -contains "=>") { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = ($compareResultAllowed | Where-Object SideIndicator -eq "=>").InputObject -join "," Error = "The column contains a property that is not in the allowed properties. Please check the column" } } } # Test column type if ($column.ColumnType -notin $supportedDataTypes) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.ColumnType Error = "ColumnType is not a supported data type " } } # Test masking type if ($column.MaskingType -notin $randomizerTypes.Type) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.MaskingType Error = "MaskingType is not valid" } } # Test masking sub type if ($null -ne $column.SubType -and $column.SubType -notin $randomizerTypes.SubType) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.SubType Error = "SubType is not valid" } } # Test date types if ($column.ColumnType.ToLower() -eq 'date') { if ($column.MaskingType -ne 'Date' -and ($column.SubType -ne 'DateOfBirth' -and $null -ne $column.Subtype)) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.MaskingType Error = "MaskingType should be date when ColumnType is 'date'" } } if ($null -ne $Column.SubType -and $Column.SubType.ToLower() -eq 'between') { if (-not ($null -eq $column.MinValue) -and -not ([datetime]::TryParse($column.MinValue, [ref]"2002-12-31"))) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.MinValue Error = "The value for MinValue is not a valid date" } } if (-not ($null -eq $column.MaxValue) -and -not ([datetime]::TryParse($column.MaxValue, [ref]"2002-12-31"))) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.MaxValue Error = "The value for MaxValue is not a valid date" } } if ($null -eq $column.MinValue) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = 'null' Error = "The value for MinValue cannot be 'null' when using sub type 'Between'" } } if ($null -eq $column.MaxValue) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = 'null' Error = "The value for MaxValue cannot be 'null' when using sub type 'Between'" } } } } # Test actions if ($column.Action) { # General checks if ($null -ne $column.Action.Category -and $column.Action.Category -notin $allowedActionCategories) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The action category '$($column.Action.Category)' is not allowed" } } if ($null -ne $column.Action.Category -and $column.Action.Type -notin $allowedActionTypes) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The action type '$($column.Action.Type)' is not allowed" } } if ($column.Action.Category -ne 'Column' -and $column.Action.Type -ne 'Nullify' -and $null -eq $column.Action.Value -and $column.Action.Type -in $allowedActionTypes) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The action value cannot be empty" } } if (-not $null -eq $column.Action.SubCategory -and $column.Action.SubCategory -notin $allowedActionSubCategories) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The action subcategory cannot be empty" } } $actionProperties = $column.Action | Get-Member | Where-Object MemberType -eq NoteProperty | Select-Object Name -ExpandProperty Name # Date checks if ($column.Action.Category -eq 'datetime' ) { $compareResult = Compare-Object -ReferenceObject $requiredDateTimeActionProperties -DifferenceObject $actionProperties if ($null -ne $compareResult) { if ($compareResult.SideIndicator -contains "<=") { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = ($compareResult | Where-Object SideIndicator -eq "<=").InputObject -join "," Error = "The action does not contain all the required properties. Please check the action " } } if ($compareResult.SideIndicator -contains "=>") { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = ($compareResult | Where-Object SideIndicator -eq "=>").InputObject -join "," Error = "The action contains a property that is not in the required properties. Please check the column" } } } if ($column.ColumnType -notin $allowedDateTimeTypes) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The category is not valid with data type $($column.ColumnType)" } } } # Number checks if ($column.Action.Category -eq 'number' ) { $compareResult = Compare-Object -ReferenceObject $requiredNumberActionProperties -DifferenceObject $actionProperties if ($null -ne $compareResult) { if ($compareResult.SideIndicator -contains "<=") { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = ($compareResult | Where-Object SideIndicator -eq "<=").InputObject -join "," Error = "The action does not contain all the required properties. Please check the action " } } } if ($column.ColumnType -notin $allowedNumberTypes) { [PSCustomObject]@{ Table = $table.Name Column = $column.Name Value = $column.Action.Category Error = "The category is not valid with data type $($column.ColumnType)" } } } } # End column action } # End for each column } # End for each table } } |