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Biml を使って、Marketo Data をSQL Server に同期するSSIS タスクを作成

CData SSIS Components を使って、Biml で Marketo data をSQL Server に同期するタスクを作成します。

SQL Server に基幹業務データのバックアップを保管することは、ビジネス上のセーフティネットです。また、ユーザーはSQL Server のバックアップデータからレポーティングや分析を簡単に行うことができます。Biml は、SSIS パッケージのようなMicrosoft SQL Server BI Object で使えるXML の方言です。CData SSIS Components をBiml と組み合わせて使うことで、Marketo data に連携するSSIS パッケージを簡単ンい作成できます。以下のメリットがあります:

  • Built-in metadata discovery — CData SSIS components expose metadata just like working with SQL Server, even dynamically generating schema for schema-less data sources
  • Dynamic SSIS task generation — Use code nuggets in Biml to build SSIS tasks by iterating over discovered metadata
  • Read from and write to Marketo — Native source and destination components make Marketo look just like a database

This article demonstrates how to use Biml with the CData SSIS Tasks for Marketo to dynamically build SSIS tasks (one for each Marketo entity) to replicate Marketo data to a Microsoft SQL Server database. We step through the Biml file one section at a time but have included the complete Biml file at the end of the article.

Getting Started

In order to use Biml in an SSIS Project in Visual Studio, install BimlExpress. Once you install BimlExpress, open Visual Studio, create a new Integration Services project, and add a new Biml file.

Building the Biml File

With Biml, you can write scripting to dynamically generate SSIS projects, packages, and tasks. To see the Biml file for an existing project (and gain insights on using Biml with CData SSIS Tasks), simply create your tasks and then right-click the project and select Convert SSIS Packages to Biml.

C# Code

  1. Use directives <#@ .. #> to import necessary namespaces and the assembly for the CData SSIS Components for Marketo.
    <#@ template language="C#" hostspecific="true"#>
    <#@ import namespace="System.Data"#>
    <#@ import namespace="System.IO"#>
    <#@ import namespace="System.Collections"#>
    <#@ import namespace="System.Data.CData.Marketo"#>
    <#@ assembly name="C:\Program Files\CData\CData SSIS Components for Marketo 2018\lib\CData.SSIS2017.Marketo.dll"#>
    
  2. In a new control nugget <# ... #>, create variables for values that will be used throughout the Biml script, including a connection string for Marketo and structures to store the Marketo metadata.

    Both the REST and SOAP APIs are supported and can be chosen by using the Schema property.

    For the REST API: The OAuthClientId, OAuthClientSecret, and RESTEndpoint properties, under the OAuth and REST Connection sections, must be set to valid Marketo user credentials.

    For the SOAP API: The UserId, EncryptionKey, and SOAPEndpoint properties, under the SOAP Connection section, must be set to valid Marketo user credentials.

    See the "Getting Started" chapter of the help documentation for a guide to obtaining these values.

    
    var marketoConnectionString = "Schema=REST;RESTEndpoint=https://311-IFS-929.mktorest.com/rest;OAuthClientId=MyOAuthClientId;OAuthClientSecret=MyOAuthClientSecret;";
    var replicationServer = "SERVER";
    var replicationCatalog = "CATALOG";
    var replicationUserID = "sqluser";
    var replicationPassword = "sqlpassword";
    
    List<string> allEntityNames = new List<string>();
    Hashtable entitySchema = new Hashtable();
    
  3. In the same control nugget used to defined variables, use ADO.NET code to programmatically query the Marketo entities (tables) and fields (columns).
    using (MarketoConnection connection = new MarketoConnection(marketoConnectionString)) {
      connection.Open();
      var entities = connection.GetSchema("Tables").Rows;
      foreach (DataRow entity in entities)
      {
        allEntityNames.Add(entity["TABLE_NAME"].ToString());
      }
      foreach (string entity in allEntityNames){
        var columns = connection.GetSchema("Columns", new string [] {entity}).Rows;
        entitySchema.Add(entity,columns);
      }
    }
    

Class Nugget

In our Biml script to create the replication tasks, there are several places where repeated XML elements are created dynamically (mostly for columns in SSIS tasks). Instead of repeating the code, add a class nugget <#+ ... #> and create a helper class with methods to consolidate repeated code (full code at the end of the article).

  1. Add public static variables to determine which type of XML element to create.
    public static int OUTPUT_WITH_ERROR = 0;
    public static int EXTERNAL = 1;
    public static int OUTPUT = 2;
    public static int DATAOVERRIDE_COLUMN = 4;
    
  2. Add a public method to build a SQL statement for use in the ExecuteSQL task used to drop existing tables and create a new table for the replicated data.
    // Dynamically builds a DROP TABLE and CREATE statement
    // for each entity (table) in Marketo using the table name and metadata.
    public static string GetDeleteAndCreateStatement(string tableName, DataRowCollection columns) {
      ...
    }
    
  3. Add a public method to build the collection of column-based XML elements.
     
    // Dynamically build various column-based XML elements
    // for each entity (table) in Marketo based on the column 
    // metadata and the parent element
    public static string GetColumnDefs(DataRowCollection columns, int columnType){
      ...
    }
    

Biml Script

Now that you have the table metadata and a Helper class to reduce repeated code, write the Biml script to dynamically create your replication packages.

  1. Start by adding a CustomSsisConnection element for the CData SSIS Tasks. Note that the ObjectData attribute must be XML encoded. A typical connecting string looks similar to the following (note the use of the marketoConnectionString variable for the ConnectionString property:
    <MarketoConnectionManager>
      <Property Name="ConnectionString"><#=marketoConnectionString#></Property>
    </MarketoConnectionManager>
    

    After configuring the connection to the CData SSIS Task, configure a connection to the replication database. The completed Connections element looks like the following (note the use of text nuggets <#= ... #> to add variables for connection string values):

    <Connections>
      <CustomSsisConnection Name="CData Marketo Connection Manager" CreationName = "CDATA_MARKETO" ObjectData = "&lt;MarketoConnectionManager&gt; &lt;Property Name=&quot;ConnectionString&quot;&gt; <#=marketoConnectionString#>&lt;/Property&gt; &lt;/MarketoConnectionManager&gt;" />
      <Connection Name="Destination" ConnectionString="Data Source=<#=replicationServer#>;User ID=<#=replicationUserID#>;Password=<#=replicationPassword#>;Initial Catalog=<#=replicationCatalog#>;Provider=SQLNCLI11.1;"/>
    </Connections>
    
  2. With the Connections element configured, you are ready to build our replication package. In the package, the Biml script create an ExecuteSQL task and a Dataflow task for each table to be replicated.

    To build each set of tasks, use a while loop in a control nugget to iterate through the entity (table) names:

    int entityCounter = 0; while(entityCounter < allEntityNames.Count){
    var tableName = allEntityNames[entityCounter].ToString();
    DataRowCollection columns = ((DataRowCollection)entitySchema[tableName]);
    
    • ExecuteSQL Task

      In the ExecuteSQL task, execute a SQL query to drop any existing tables that have the same name as our Marketo entity (table) and create a new table based on the metadata discovered using the CData SSIS Component.

      To create the query dynamically, use the Helper.GetDeleteAndCreateStatement() helper function.

    • Dataflow Task

      Within the Dataflow use a CustomComponent as the source component and an OleDbDestination as the destination.

      • CustomComponent Element

        The CustomComponent element uses the CData SSIS Source component to retrieve Marketo data. Start by configuring the component to use with the CData component.

        
        <CustomComponent Name="CData Marketo Source" ComponentTypeName="CData.SSIS.Marketo.MarketoSource" Version="18" ContactInfo="support@cdata.com" UsesDispositions="true">
        ...
        </CustomComponent>
        

        DataflowOverrides and OutputPaths Elements

        The next step after configuring the connection is to add Columns elements to the OutputPath child element of the DataflowOverrides element. To do so, call the Helper.GetColumnDefs() helper function.

        Use the same Helper class to add columns to the OutputColumns and ExternalColumns child elements of the various OutputPaths elements.

        The definitions created provide information about the input, output, and error information for the SSIS component.

        
        <DataflowOverrides>
          <OutputPath OutputPathName="CData Marketo Source Output">
            <Columns>
        <#=HelperClass.GetColumnDefs(columns,HelperClass.DATAOVERRIDE_COLUMN) #>
            </Columns>
          </OutputPath>
        </DataflowOverrides>
        ...
        <OutputPaths>
          <OutputPath Name="CData Marketo Source Output">
            <OutputColumns>
        <#=HelperClass.GetColumnDefs(columns,HelperClass.OUTPUT_WITH_ERROR) #>
            </OutputColumns>
            <ExternalColumns>
        <#=HelperClass.GetColumnDefs(columns,HelperClass.EXTERNAL) #>
            </ExternalColumns>
          </OutputPath>
          <OutputPath Name="CData Marketo Source Error Output" IsErrorOutput="true">
            <OutputColumns>
        <#=HelperClass.GetColumnDefs(columns,HelperClass.OUTPUT) #      
            </OutputColumns>
          </OutputPath>
        </OutputPaths>
        

        CustomProperties Element

        The CData SSIS tasks are surfaced in SSIS as custom components with a series of required CustomProperties:

        
        <CustomProperties>
          <CustomProperty Name="SQLStatement" DataType="Null" UITypeEditor="Microsoft.DataTransformationServices.Controls.ModalMultilineStringEditor, Microsoft.DataTransformationServices.Controls, Version= 10.0.0.0, Culture=neutral, PublicKeyToken=89845dcd8080cc91" SupportsExpression="true"></CustomProperty>
          <CustomProperty Name="AccessMode" DataType="Int32" TypeConverter="CData.SSIS.Marketo.AccessModeToStringConverter">0</CustomProperty>
          <CustomProperty Name="TableOrView" DataType="String" UITypeEditor="Microsoft.DataTransformationServices.Controls.ModalMultilineStringEditor, Microsoft.DataTransformationServices.Controls, Version= 10.0.0.0, Culture=neutral, PublicKeyToken=89845dcd8080cc91" SupportsExpression="true">[<#=tableName#>]</CustomProperty>
          <CustomProperty Name="ExecStoredProcedure" DataType="Boolean">false</CustomProperty>
        </CustomProperties>
        

        Connections Element

        The last element to add to the CustomComponent element is a Connections element, attaching the previously defined connection to the task:

        
        <Connections>
          <Connection Name="Marketo 2018 Connection" ConnectionName="CData Marketo Connection Manager" />
        </Connections>
        
      • OleDbDestination Element

        The final piece of the Dataflow task is the OleDbDestination element. Attach the previously defined OleDbConnection to the element, set the InputPath and ExternalTableOutput:

        
        <OleDbDestination Name="OLE DB Destination" ConnectionName="Destination" CheckConstraints="false">
          <InputPath OutputPathName="CData Marketo Source.CData Marketo Source Output" />
          <ExternalTableOutput Table="[<#=tableName#>]" />
        </OleDbDestination>
        

  3. Use a control nugget to increment the counter used to iterate over the collection of entity (table) names. Do this within the Tasks element, after the end of the Dataflow element:
    
    ...
              </Dataflow>          
    <# entityCounter++;}#>
            </Tasks>
        </Package>
      </Packages>
    </Biml>
    

Build the SSIS Project

Once the Biml file is written, right-click on the Biml file in Server Explorer and select Generate SSIS Packages. At this point, Visual Studio and BimlExpress will translate the Biml file into SSIS package(s), ready to be run.

Run the package to begin replicating your Marketo data to a SQL Server database (or any other destination you choose).

Free Trial & More Information

With the CData SSIS Components for Marketo, you get SQL access to your Marketo data directly from SSIS packages. And with Biml, you can automatically generate those packages. For more information about the CData SSIS Components for Marketo, refer to the product page. You can always get started with a free, 30-day trial. As always, our world-class CData Support Team is available if you have any questions.

Complete Biml File


<#@ template language="C#" hostspecific="true"#>
<#@ import namespace="System.Data"#>
<#@ import namespace="System.IO"#>
<#@ import namespace="System.Collections"#>
<#@ import namespace="System.Data.CData.Marketo"#>
<#@ assembly name="C:\Program Files\CData\CData SSIS Components for Marketo 2018\lib\CData.SSIS2017.Marketo.dll"#>
<#
var marketoConnectionString = ""Schema=REST;RESTEndpoint=https://311-IFS-929.mktorest.com/rest;OAuthClientId=MyOAuthClientId;OAuthClientSecret=MyOAuthClientSecret;";
var replicationServer = "JDG";
var replicationCatalog = "BIML";
var replicationUserID = "sqltest";
var replicationPassword = "sqltest";

List<string> allEntityNames = new List<string>();
Hashtable entitySchema = new Hashtable();
using (MarketoConnection connection = new MarketoConnection(marketoConnectionString)) {
    connection.Open();
    var entities = connection.GetSchema("Tables").Rows;
    foreach (DataRow entity in entities)
    {
        allEntityNames.Add(entity["TABLE_NAME"].ToString());
    }
    foreach (string entity in allEntityNames){
        var columns = connection.GetSchema("Columns", new string [] {entity}).Rows;
        entitySchema.Add(entity,columns);
    }
}#>
<Biml xmlns="http://schemas.varigence.com/biml.xsd">
  <Connections>
    <CustomSsisConnection Name="CData Marketo Connection Manager" CreationName="CDATA_MARKETO" ObjectData="&lt;MarketoConnectionManager&gt;&lt;Property Name=&quot;ConnectionString"&gt;<#=marketoConnectionString#>&lt;/Property&gt;&lt;/MarketoConnectionManager&gt;"/>
    <Connection Name="Destination" ConnectionString="Data Source=<#=replicationServer#>;User ID=<#=replicationUserID#>;Password=<#=replicationPassword#>;Initial Catalog=<#=replicationCatalog#>;Provider=SQLNCLI11.1;"/>
  </Connections>
  <Packages>
    <Package Name="Replicate Marketo Package" Language="None" ConstraintMode="LinearOnCompletion" ProtectionLevel="EncryptSensitiveWithUserKey">
      <Tasks>
<# int entityCounter = 0; while(entityCounter < allEntityNames.Count){
   var tableName = allEntityNames[entityCounter].ToString();
   if (tableName.Equals("IdpEventLog")) break;
   DataRowCollection columns = ((DataRowCollection)entitySchema[tableName]);#>
        <ExecuteSQL Name="Create <#=tableName#> Replication Table" ConnectionName="Destination">
          <DirectInput>
<#=HelperClass.GetDeleteAndCreateStatement(tableName,columns)#>
          </DirectInput>
        </ExecuteSQL>
        <Dataflow Name="Replicate <#=tableName#>">
          <Transformations>
            <CustomComponent Name="CData Marketo Source" ComponentTypeName="CData.SSIS.Marketo.MarketoSource" Version="18" ContactInfo="support@cdata.com" UsesDispositions="true">
              <DataflowOverrides>
                <OutputPath OutputPathName="CData Marketo Source Output">
                  <Columns>
<#=HelperClass.GetColumnDefs(columns,HelperClass.DATAOVERRIDE_COLUMN) #>
                  </Columns>
                </OutputPath>
              </DataflowOverrides>
              <CustomProperties>
                <CustomProperty Name="SQLStatement" DataType="Null" UITypeEditor="Microsoft.DataTransformationServices.Controls.ModalMultilineStringEditor, Microsoft.DataTransformationServices.Controls, Version= 10.0.0.0, Culture=neutral, PublicKeyToken=89845dcd8080cc91" SupportsExpression="true"></CustomProperty>
                <CustomProperty Name="AccessMode" DataType="Int32" TypeConverter="CData.SSIS.Marketo.AccessModeToStringConverter">0</CustomProperty>
                <CustomProperty Name="TableOrView" DataType="String" UITypeEditor="Microsoft.DataTransformationServices.Controls.ModalMultilineStringEditor, Microsoft.DataTransformationServices.Controls, Version= 10.0.0.0, Culture=neutral, PublicKeyToken=89845dcd8080cc91" SupportsExpression="true">[<#=tableName#>]</CustomProperty>
                <CustomProperty Name="ExecStoredProcedure" DataType="Boolean">false</CustomProperty>
              </CustomProperties>
              <OutputPaths>
                <OutputPath Name="CData Marketo Source Output">
                  <OutputColumns>
<#=HelperClass.GetColumnDefs(columns,HelperClass.OUTPUT_WITH_ERROR) #>
                  </OutputColumns>
                  <ExternalColumns>
<#=HelperClass.GetColumnDefs(columns,HelperClass.EXTERNAL) #>
                  </ExternalColumns>
                </OutputPath>
                <OutputPath Name="CData Marketo Source Error Output" IsErrorOutput="true">
                  <OutputColumns>
<#=HelperClass.GetColumnDefs(columns,HelperClass.OUTPUT) #>                     
                  </OutputColumns>
                </OutputPath>
              </OutputPaths>
              <Connections>
                <Connection Name="Marketo 2018 Connection" ConnectionName="CData Marketo Connection Manager" />
              </Connections>
            </CustomComponent>
            <OleDbDestination Name="OLE DB Destination" ConnectionName="Destination" CheckConstraints="false">
              <InputPath OutputPathName="CData Marketo Source.CData Marketo Source Output" />
              <ExternalTableOutput Table="[<#=tableName#>]" />
            </OleDbDestination>
          </Transformations>
        </Dataflow>          
<# entityCounter++;}#>
      </Tasks>
    </Package>
  </Packages>
</Biml>

<#+
public static class HelperClass {
    
    public static int OUTPUT_WITH_ERROR = 0;
    public static int EXTERNAL = 1;
    public static int OUTPUT = 2;
    public static int DATAOVERRIDE_COLUMN = 4;
    
    public static string GetDeleteAndCreateStatement(string tableName, DataRowCollection columns) {
        var dropAndCreateStatement = 
            "IF EXISTS (SELECT * FROM sys.objects WHERE object_id = OBJECT_ID(N'[{0}]') AND type IN (N'U'))\r\n" + 
            "DROP TABLE [{0}];\r\n" + 
            "CREATE TABLE [{0}]\r\n" + 
            "(\r\n" + 
            "{1}\r\n" + 
            ")\r\n" + 
            "ON \"default\";";
        string columnDefs = "";
        foreach (DataRow column in columns){
            string columnDef = "    [{0}] {1}";
            string dataType = column["DATA_TYPE"].ToString();
            if (dataType.ToLower().StartsWith("bool")) {
                dataType = "bit";
            } else if (dataType.ToLower().Equals("real")) {
                dataType = "float";
            } else if (dataType.ToLower().Contains("varchar")) {
                var columnLength = column["CHARACTER_MAXIMUM_LENGTH"];
                dataType = "nvarchar(" + ((int)columnLength > 4000 ? "MAX" : columnLength) + ")";         
            } 
            columnDefs += String.Format(columnDef,column["COLUMN_NAME"],dataType) + ",\r\n";
            
        }
        columnDefs = columnDefs.Remove(columnDefs.LastIndexOf(",\r\n"),",\r\n".Length);
        return String.Format(dropAndCreateStatement,tableName,columnDefs);
    }
    
    public static string GetColumnDefs(DataRowCollection columns, int columnType){
        var columnDefTemplate = "";
        var columnElements = "";
        
        if (columnType == DATAOVERRIDE_COLUMN) {
            columnDefTemplate = "                      <Column ErrorRowDisposition=\"FailComponent\" TruncationRowDisposition=\"FailComponent\" ColumnName=\"{0}\" />\r\n";
            foreach(DataRow column in columns) {
                var columnName = column["COLUMN_NAME"];
                columnElements += String.Format(columnDefTemplate,columnName);
            }
            return columnElements;
        } 
        if (columnType == OUTPUT_WITH_ERROR)
            columnDefTemplate = "                      <OutputColumn Name=\"{0}\" {1} ExternalMetadataColumnName=\"{0}\" ErrorRowDisposition=\"FailComponent\" TruncationRowDisposition=\"FailComponent\" />\r\n";
        else if (columnType == EXTERNAL)
            columnDefTemplate = "                      <ExternalColumn Name=\"{0}\" {1} />\r\n";
        else if (columnType == OUTPUT)
            columnDefTemplate = "                      <OutputColumn Name=\"{0}\" {1} />\r\n";
        
        foreach(DataRow column in columns){ 
            var columnName = column["COLUMN_NAME"];
            var dataTypeRaw = column["DATA_TYPE"].ToString().ToLower();
            var typeAndRelatedInfo = "";
            if (dataTypeRaw.Equals("bool")) {
                typeAndRelatedInfo = "DataType=\"Boolean\"";
            } else if (dataTypeRaw.Equals("date")) {
                typeAndRelatedInfo = "DataType=\"Date\" SsisDataTypeOverride=\"DT_DBDATE\"";
            } else if (dataTypeRaw.Equals("datetime")) {
                typeAndRelatedInfo = "DataType=\"DateTime\"";
            } else if (dataTypeRaw.Equals("real")) {
                typeAndRelatedInfo = ((int)column["NumericPrecision"] > 0 ? "Precision=\"18\" " : " ") + ((int)column["NumericScale"] > 0 ? "Scale=\"15\" " : " ") + "DataType=\"Decimal\"";
            } else if (dataTypeRaw.Equals("varchar")) {
                var columnLength = column["CHARACTER_MAXIMUM_LENGTH"];
                if ((int)columnLength > 4000) {
                    typeAndRelatedInfo = "DataType=\"String\"";
                } else {
                    typeAndRelatedInfo = "Length=\"" + columnLength + "\" DataType=\"String\" CodePage=\"1252\"";
                }
            }
            columnElements += String.Format(columnDefTemplate,columnName,typeAndRelatedInfo);
        }
        return columnElements;
    }
}
#>
 
 
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