functions/Write-DbaDataTable.ps1
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#ValidationTags#Messaging,FlowControl,Pipeline,CodeStyle# function Write-DbaDataTable { <# .SYNOPSIS Writes data to a SQL Server Table. .DESCRIPTION Writes a .NET DataTable to a SQL Server table using SQL Bulk Copy. .PARAMETER SqlInstance The SQL Server instance. .PARAMETER SqlCredential Login to the target instance using alternative credentials. Windows and SQL Authentication supported. Accepts credential objects (Get-Credential) .PARAMETER Database The database to import the table into. .PARAMETER InputObject This is the DataTable (or datarow) to import to SQL Server. .PARAMETER Table The table name to import data into. You can specify a one, two, or three part table name. If you specify a one or two part name, you must also use -Database. If the table does not exist, you can use -AutoCreateTable to automatically create the table with inefficient data types. .PARAMETER Schema Defaults to dbo if no schema is specified. .PARAMETER BatchSize The BatchSize for the import defaults to 5000. .PARAMETER NotifyAfter Sets the option to show the notification after so many rows of import .PARAMETER AutoCreateTable If this switch is enabled, the table will be created if it does not already exist. The table will be created with sub-optimal data types such as nvarchar(max) .PARAMETER NoTableLock If this switch is enabled, a table lock (TABLOCK) will not be placed on the destination table. By default, this operation will lock the destination table while running. .PARAMETER CheckConstraints If this switch is enabled, the SqlBulkCopy option to process check constraints will be enabled. Per Microsoft "Check constraints while data is being inserted. By default, constraints are not checked." .PARAMETER FireTriggers If this switch is enabled, the SqlBulkCopy option to fire insert triggers will be enabled. Per Microsoft "When specified, cause the server to fire the insert triggers for the rows being inserted into the Database." .PARAMETER KeepIdentity If this switch is enabled, the SqlBulkCopy option to preserve source identity values will be enabled. Per Microsoft "Preserve source identity values. When not specified, identity values are assigned by the destination." .PARAMETER KeepNulls If this switch is enabled, the SqlBulkCopy option to preserve NULL values will be enabled. Per Microsoft "Preserve null values in the destination table regardless of the settings for default values. When not specified, null values are replaced by default values where applicable." .PARAMETER Truncate If this switch is enabled, the destination table will be truncated after prompting for confirmation. .PARAMETER BulkCopyTimeOut Value in seconds for the BulkCopy operations timeout. The default is 30 seconds. .PARAMETER RegularUser If this switch is enabled, the user connecting will be assumed to be a non-administrative user. By default, the underlying connection assumes that the user has administrative privileges. This is particularly important when connecting to a SQL Azure Database. .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 UseDynamicStringLength By default, all string columns will be NVARCHAR(MAX). If this switch is enabled, all columns will get the length specified by the column's MaxLength property (if specified) .NOTES Tags: DataTable, Insert Website: https://dbatools.io Copyright: (C) Chrissy LeMaire, clemaire@gmail.com License: MIT https://opensource.org/licenses/MIT .LINK https://dbatools.io/Write-DbaDataTable .EXAMPLE $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable Write-DbaDataTable -SqlInstance sql2014 -InputObject $DataTable -Table mydb.dbo.customers Performs a bulk insert of all the data in customers.csv into database mydb, schema dbo, table customers. A progress bar will be shown as rows are inserted. If the destination table does not exist, the import will be halted. .EXAMPLE $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable $DataTable | Write-DbaDataTable -SqlInstance sql2014 -Table mydb.dbo.customers Performs a row by row insert of the data in customers.csv. This is significantly slower than a bulk insert and will not show a progress bar. This method is not recommended. Use -InputObject instead. .EXAMPLE $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable Write-DbaDataTable -SqlInstance sql2014 -InputObject $DataTable -Table mydb.dbo.customers -AutoCreateTable Performs a bulk insert of all the data in customers.csv. If mydb.dbo.customers does not exist, it will be created with inefficient but forgiving DataTypes. .EXAMPLE $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable Write-DbaDataTable -SqlInstance sql2014 -InputObject $DataTable -Table mydb.dbo.customers -Truncate Performs a bulk insert of all the data in customers.csv. Prior to importing into mydb.dbo.customers, the user is informed that the table will be truncated and asks for confirmation. The user is prompted again to perform the import. .EXAMPLE $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable Write-DbaDataTable -SqlInstance sql2014 -InputObject $DataTable -Database mydb -Table customers -KeepNulls Performs a bulk insert of all the data in customers.csv into mydb.dbo.customers. Because Schema was not specified, dbo was used. NULL values in the destination table will be preserved. .EXAMPLE $passwd = ConvertTo-SecureString "P@ssw0rd" -AsPlainText -Force $AzureCredential = Mew-Object System.Management.Automation.PSCredential("AzureAccount"),$passwd) $DataTable = Import-Csv C:\temp\customers.csv | Out-DbaDataTable Write-DbaDataTable -SqlInstance AzureDB.database.windows.net -InputObject $DataTable -Database mydb -Table customers -KeepNulls -Credential $AzureCredential -RegularUser -BulkCopyTimeOut 300 This performs the same operation as the previous example, but against a SQL Azure Database instance using the required credentials. The -RegularUser switch is needed to prevent trying to get administrative privilege, and we increase the BulkCopyTimeout value to cope with any latency. .EXAMPLE $process = Get-Process | Out-DbaDataTable Write-DbaDataTable -InputObject $process -SqlInstance sql2014 -Database mydb -Table myprocesses -AutoCreateTable Creates a table based on the Process object with over 60 columns, converted from PowerShell data types to SQL Server data types. After the table is created a bulk insert is performed to add process information into the table. This is an example of the type conversion in action. All process properties are converted, including special types like TimeSpan. Script properties are resolved before the type conversion starts thanks to Out-DbaDataTable. #> [CmdletBinding(SupportsShouldProcess = $true, ConfirmImpact = "High")] param ( [Parameter(Position = 0, Mandatory = $true)] [Alias("ServerInstance", "SqlServer")] [ValidateNotNull()] [DbaInstanceParameter]$SqlInstance, [Parameter(Position = 1)] [ValidateNotNull()] [Alias("Credential")] [PSCredential]$SqlCredential, [Parameter(Position = 2)] [object]$Database, [Parameter(Mandatory = $true, ValueFromPipeline = $true)] [Alias("DataTable")] [ValidateNotNull()] [object]$InputObject, [Parameter(Position = 3, Mandatory = $true)] [ValidateNotNullOrEmpty()] [string]$Table, [Parameter(Position = 4)] [ValidateNotNullOrEmpty()] [string]$Schema = 'dbo', [ValidateNotNull()] [int]$BatchSize = 50000, [ValidateNotNull()] [int]$NotifyAfter = 5000, [switch]$AutoCreateTable, [switch]$NoTableLock, [switch]$CheckConstraints, [switch]$FireTriggers, [switch]$KeepIdentity, [switch]$KeepNulls, [switch]$Truncate, [ValidateNotNull()] [int]$bulkCopyTimeOut = 5000, [switch]$RegularUser, [Alias('Silent')] [switch]$EnableException, [switch]$UseDynamicStringLength ) begin { # Null variable to make sure upper-scope variables don't interfere later $steppablePipeline = $null #region Utility Functions function Invoke-BulkCopy { <# .SYNOPSIS Copies a datatable in bulk over to a table. .DESCRIPTION Copies a datatable in bulk over to a table. .PARAMETER DataTable The datatable to copy. .PARAMETER SqlInstance Needs not be specified. The SqlInstance targeted. For message purposes only. .PARAMETER Fqtn Needs not be specified. The fqtn written to. For message purposes only. .PARAMETER BulkCopy Needs not be specified. The bulk copy object used to perform the copy operation. #> [CmdletBinding()] param ( $DataTable, [DbaInstance]$SqlInstance = $SqlInstance, [string]$Fqtn = $fqtn, $BulkCopy = $bulkCopy ) Write-Message -Level Verbose -Message "Importing in bulk to $fqtn" $rowCount = $DataTable.Rows.Count if ($rowCount -eq 0) { $rowCount = 1 } if ($Pscmdlet.ShouldProcess($SqlInstance, "Writing $rowCount rows to $Fqtn")) { $bulkCopy.WriteToServer($DataTable) if ($rowCount -is [int]) { Write-Progress -id 1 -activity "Inserting $rowCount rows" -status "Complete" -Completed } } } function New-Table { <# .SYNOPSIS Creates a table, based upon a DataTable. .DESCRIPTION Creates a table, based upon a DataTable. .PARAMETER DataTable The DataTable to base the table structure upon. .PARAMETER PStoSQLTypes Automatically inherits from parent. .PARAMETER SqlInstance Automatically inherits from parent. .PARAMETER Fqtn Automatically inherits from parent. .PARAMETER Server Automatically inherits from parent. .PARAMETER DatabaseName Automatically inherits from parent. .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 UseDynamicStringLength Automatically inherits from parent. #> [CmdletBinding()] param ( $DataTable, $PStoSQLTypes = $PStoSQLTypes, $SqlInstance = $SqlInstance, $Fqtn = $fqtn, $Server = $server, $DatabaseName = $databaseName, [switch]$EnableException ) Write-Message -Level Verbose -Message "Creating table for $fqtn" # Get SQL datatypes by best guess on first data row $sqlDataTypes = @(); $columns = $DataTable.Columns if ($null -eq $columns) { $columns = $DataTable.Table.Columns } foreach ($column in $columns) { $sqlColumnName = $column.ColumnName try { $columnValue = $DataTable.Rows[0].$sqlColumnName } catch { $columnValue = $DataTable.$sqlColumnName } if ($null -eq $columnValue) { $columnValue = $DataTable.$sqlColumnName } <# PS to SQL type conversion If data type exists in hash table, use the corresponding SQL type Else, fallback to nvarchar. If UseDynamicStringLength is specified, the DataColumn MaxLength is used if specified #> if ($PStoSQLTypes.Keys -contains $column.DataType) { $sqlDataType = $PStoSQLTypes[$($column.DataType.toString())] if ($UseDynamicStringLength -and $column.MaxLength -gt 0 -and ($column.DataType -in ("String", "System.String"))) { $sqlDataType = $sqlDataType.Replace("(MAX)", "($($column.MaxLength))") } } else { $sqlDataType = "nvarchar(MAX)" } $sqlDataTypes += "[$sqlColumnName] $sqlDataType" } $sql = "BEGIN CREATE TABLE $fqtn ($($sqlDataTypes -join ' NULL,')) END" Write-Message -Level Debug -Message $sql if ($Pscmdlet.ShouldProcess($SqlInstance, "Creating table $Fqtn")) { try { $null = $Server.Databases[$DatabaseName].Query($sql) } catch { Stop-Function -Message "The following query failed: $sql" -ErrorRecord $_ return } } } #endregion Utility Functions #region Prepare type for bulk copy if (-not $Truncate) { $ConfirmPreference = "None" } # Getting the total rows copied is a challenge. Use SqlBulkCopyExtension. # http://stackoverflow.com/questions/1188384/sqlbulkcopy-row-count-when-complete $source = 'namespace System.Data.SqlClient { using Reflection; public static class SqlBulkCopyExtension { const String _rowsCopiedFieldName = "_rowsCopied"; static FieldInfo _rowsCopiedField = null; public static int RowsCopiedCount(this SqlBulkCopy bulkCopy) { if (_rowsCopiedField == null) _rowsCopiedField = typeof(SqlBulkCopy).GetField(_rowsCopiedFieldName, BindingFlags.NonPublic | BindingFlags.GetField | BindingFlags.Instance); return (int)_rowsCopiedField.GetValue(bulkCopy); } } }' Add-Type -ReferencedAssemblies 'System.Data.dll' -TypeDefinition $source -ErrorAction SilentlyContinue #endregion Prepare type for bulk copy #region Resolve Full Qualified Table Name $dotCount = ([regex]::Matches($Table, "\.")).count if ($dotCount -lt 2 -and $null -eq $Database) { Stop-Function -Message "You must specify a database or fully qualified table name." return } if (Test-Bound -ParameterName Database) { $databaseName = "$Database" } $tableName = $Table $schemaName = $Schema if ($dotCount -eq 1) { $schemaName = $Table.Split(".")[0] $tableName = $Table.Split(".")[1] } if ($dotCount -eq 2) { $databaseName = $Table.Split(".")[0] $schemaName = $Table.Split(".")[1] $tableName = $Table.Split(".")[2] } if ($databaseName -match "\[.*\]") { $databaseName = ($databaseName -replace '\[', '') -replace '\]', '' } if ($schemaName -match "\[.*\]") { $schemaName = ($schemaName -replace '\[', '') -replace '\]', '' } if ($tableName -match "\[.*\]") { $tableName = ($tableName -replace '\[', '') -replace '\]', '' } $fqtn = "[$databaseName].[$schemaName].[$tableName]" Write-Message -Level SomewhatVerbose -Message "FQTN processed: $fqtn" #endregion Resolve Full Qualified Table Name #region Connect to server and get database Write-Message -Message "Attempting to connect to $SqlInstance." -Level Verbose -Target $SqlInstance try { $server = Connect-SqlInstance -SqlInstance $SqlInstance -SqlCredential $SqlCredential -RegularUser:$RegularUser } catch { Stop-Function -Message "Failure" -Category ConnectionError -ErrorRecord $_ -Target $SqlInstance return } if ($server.ServerType -eq 'SqlAzureDatabase') { <# For some reasons SMO wants an initial pull when talking to Azure Sql DB This will throw and be caught, and then we can continue as normal. #> try { $null = $server.Databases } catch { #do nothing } } $databaseObject = $server.Databases[$databaseName] #endregion Connect to server and get database #region Prepare database and bulk operations if ($null -eq $databaseObject) { Stop-Function -Message "$databaseName does not exist." -Target $SqlInstance return } $databaseObject.Tables.Refresh() if ($schemaName -notin $databaseObject.Schemas.Name) { Stop-Function -Message "Schema does not exist." return } $tableExists = ($tableName -in $databaseObject.Tables.Name) -and ($databaseObject.Tables.Schema -eq $schemaName) if ((-not $tableExists) -and (-not $AutoCreateTable)) { Stop-Function -Message "Table does not exist and automatic creation of the table has not been selected. Specify the '-AutoCreateTable'-parameter to generate a suitable table." return } $bulkCopyOptions = 0 $options = "TableLock", "CheckConstraints", "FireTriggers", "KeepIdentity", "KeepNulls", "Default" foreach ($option in $options) { $optionValue = Get-Variable $option -ValueOnly -ErrorAction SilentlyContinue if ($option -eq "TableLock" -and (!$NoTableLock)) { $optionValue = $true } if ($optionValue -eq $true) { $bulkCopyOptions += $([Data.SqlClient.SqlBulkCopyOptions]::$option).value__ } } if ($Truncate -eq $true) { if ($Pscmdlet.ShouldProcess($SqlInstance, "Truncating $fqtn")) { try { Write-Message -Level Output -Message "Truncating $fqtn." $null = $server.Databases[$databaseName].Query("TRUNCATE TABLE $fqtn") } catch { Write-Message -Level Warning -Message "Could not truncate $fqtn. Table may not exist or may have key constraints." -ErrorRecord $_ } } } $bulkCopy = New-Object Data.SqlClient.SqlBulkCopy("$($server.ConnectionContext.ConnectionString);Database=$databaseName", $bulkCopyOptions) $bulkCopy.DestinationTableName = $fqtn $bulkCopy.BatchSize = $BatchSize $bulkCopy.NotifyAfter = $NotifyAfter $bulkCopy.BulkCopyTimeOut = $BulkCopyTimeOut $elapsed = [System.Diagnostics.Stopwatch]::StartNew() # Add RowCount output $bulkCopy.Add_SqlRowsCopied({ $script:totalRows = $args[1].RowsCopied $percent = [int](($script:totalRows / $rowCount) * 100) $timeTaken = [math]::Round($elapsed.Elapsed.TotalSeconds, 1) Write-Progress -id 1 -activity "Inserting $rowCount rows." -PercentComplete $percent -Status ([System.String]::Format("Progress: {0} rows ({1}%) in {2} seconds", $script:totalRows, $percent, $timeTaken)) }) $PStoSQLTypes = @{ #PS datatype = SQL data type 'System.Int32' = 'int'; 'System.UInt32' = 'bigint'; 'System.Int16' = 'smallint'; 'System.UInt16' = 'int'; 'System.Int64' = 'bigint'; 'System.UInt64' = 'decimal(20,0)'; 'System.Decimal' = 'decimal(20,5)'; 'System.Single' = 'bigint'; 'System.Double' = 'float'; 'System.Byte' = 'tinyint'; 'System.SByte' = 'smallint'; 'System.TimeSpan' = 'nvarchar(30)'; 'System.String' = 'nvarchar(MAX)'; 'System.Char' = 'nvarchar(1)' 'System.DateTime' = 'datetime2'; 'System.Boolean' = 'bit'; 'System.Guid' = 'uniqueidentifier'; 'Int32' = 'int'; 'UInt32' = 'bigint'; 'Int16' = 'smallint'; 'UInt16' = 'int'; 'Int64' = 'bigint'; 'UInt64' = 'decimal(20,0)'; 'Decimal' = 'decimal(20,5)'; 'Single' = 'bigint'; 'Double' = 'float'; 'Byte' = 'tinyint'; 'SByte' = 'smallint'; 'TimeSpan' = 'nvarchar(30)'; 'String' = 'nvarchar(MAX)'; 'Char' = 'nvarchar(1)' 'DateTime' = 'datetime2'; 'Boolean' = 'bit'; 'Bool' = 'bit'; 'Guid' = 'uniqueidentifier'; 'int' = 'int'; 'long' = 'bigint'; } $validTypes = @([System.Data.DataSet], [System.Data.DataTable], [System.Data.DataRow], [System.Data.DataRow[]]) #endregion Prepare database and bulk operations #region ConvertTo-DbaDataTable wrapper try { $wrappedCmd = $ExecutionContext.InvokeCommand.GetCommand('ConvertTo-DbaDataTable', [System.Management.Automation.CommandTypes]::Function) $splatCDDT = @{ TimeSpanType = (Get-DbaConfigValue -FullName 'commands.write-dbadatatable.timespantype' -Fallback 'TotalMilliseconds') SizeType = (Get-DbaConfigValue -FullName 'commands.write-dbadatatable.sizetype' -Fallback 'Int64') IgnoreNull = (Get-DbaConfigValue -FullName 'commands.write-dbadatatable.ignorenull' -Fallback $false) Raw = (Get-DbaConfigValue -FullName 'commands.write-dbadatatable.raw' -Fallback $false) } $scriptCmd = { & $wrappedCmd @splatCDDT } $steppablePipeline = $scriptCmd.GetSteppablePipeline() $steppablePipeline.Begin($true) } catch { Stop-Function -Message "Failed to initialize " } #endregion ConvertTo-DbaDataTable wrapper } process { if (Test-FunctionInterrupt) { return } if ($null -ne $InputObject) { $inputType = $InputObject.GetType() } else { $inputType = $null } if ($inputType -eq [System.Data.DataSet]) { $inputData = $InputObject.Tables $inputType = [System.Data.DataTable[]] } else { $inputData = $InputObject } #region Scenario 1: Single valid table if ($inputType -in $validTypes) { if (-not $tableExists) { try { New-Table -DataTable $InputObject -EnableException $tableExists = $true } catch { Stop-Function -Message "Failed to create table $fqtn" -ErrorRecord $_ -Target $SqlInstance return } } try { Invoke-BulkCopy -DataTable $InputObject } catch { Stop-Function -Message "Failed to bulk import to $fqtn" -ErrorRecord $_ -Target $SqlInstance } return } #endregion Scenario 1: Single valid table foreach ($object in $inputData) { #region Scenario 2: Multiple valid tables if ($object.GetType() -in $validTypes) { if (-not $tableExists) { try { New-Table -DataTable $object -EnableException $tableExists = $true } catch { Stop-Function -Message "Failed to create table $fqtn" -ErrorRecord $_ -Target $SqlInstance return } } try { Invoke-BulkCopy -DataTable $object } catch { Stop-Function -Message "Failed to bulk import to $fqtn" -ErrorRecord $_ -Target $SqlInstance -Continue } continue } #endregion Scenario 2: Multiple valid tables #region Scenario 3: Invalid data types else { $null = $steppablePipeline.Process($object) continue } #endregion Scenario 3: Invalid data types } } end { #region ConvertTo-DbaDataTable wrapper if ($null -ne $steppablePipeline) { $dataTable = $steppablePipeline.End() if (-not $tableExists) { try { New-Table -DataTable $dataTable[0] -EnableException $tableExists = $true } catch { Stop-Function -Message "Failed to create table $fqtn" -ErrorRecord $_ -Target $SqlInstance return } } try { Invoke-BulkCopy -DataTable $dataTable[0] } catch { Stop-Function -Message "Failed to bulk import to $fqtn" -ErrorRecord $_ -Target $SqlInstance } } #endregion ConvertTo-DbaDataTable wrapper if ($bulkCopy) { $bulkCopy.Close() $bulkCopy.Dispose() } } } |