Mailchimp Connector for Azure Data Factory (SSIS) How to Make Generic API Request

Prerequisites

Before we begin, make sure the following prerequisites are met:

  1. SSIS designer installed. Sometimes it is referred as BIDS or SSDT (download it from Microsoft).
  2. Basic knowledge of SSIS package development using Microsoft SQL Server Integration Services.
  3. ODBC PowerPack is installed (if you are new to SSIS PowerPack, then get started!).

Make Generic API Request in SSIS

  1. Begin with opening Visual Studio and Create a New Project.

  2. Select Integration Service Project and in new project window set the appropriate name and location for project. And click OK.

    In the new SSIS project screen you will find the following:

    • SSIS ToolBox on left side bar
    • Solution Explorer and Property Window on right bar
    • Control flow, data flow, event Handlers, Package Explorer in tab windows
    • Connection Manager Window in the bottom
    SSIS Project Screen
    Note: If you don't see ZappySys SSIS PowerPack Task or Components in SSIS Toolbox, please refer to this help link.
  3. Now, Drag and Drop SSIS Data Flow Task from SSIS Toolbox. Double click on the Data Flow Task to see Data Flow designer.

    SSIS Data Flow Task - Drag and Drop
  4. From the SSIS toolbox drag and API Source (Predefined Templates) on the data flow designer surface, and double click on it to edit it:

    SSIS API Source (Predefined Templates) - Drag and Drop
  5. Select New Connection to create a new connection:

    API Source - New Connection
  6. Use a preinstalled Mailchimp Connector from Popular Connector List or press Search Online radio button to download Mailchimp Connector. Once downloaded simply use it in the configuration:

    Mailchimp
    Mailchimp Connector Selection
  7. Now it's time to configure authentication. Firstly, configure authentication settings in Mailchimp service and then proceed by configuring API Connection Manager. Start by expanding an authentication type:

    Mailchimp authentication
    To get the credentials you need in order to set up your OAuth workflow, you'll first need to register your application with Mailchimp:
    1. Login into your Mailchimp account, click on your Profile Icon, and hit Account & billing: Start by going to Mailchimp account
    2. Navigate to the Registered Apps page in your Mailchimp account: Go to registered OAuth apps in Mailchimp
    3. Click Register An App button: Register new OAuth app in Mailchimp
    4. Fill-in the Register An App form and click Create button: Enter OAuth app details in Mailchimp
      NOTE: For Redirect URI use Redirect URI (also called "Redirect URL" or "Callback URL") given by your IT administrator or just use https://zappysys.com/oauth, if you don't have one.
    5. After successfully registering your application, you'll see the Client ID and Client Secret, record these values and store them securely: Use OAuth app to get Mailchimp data via REST API
    6. Record your Mailchimp data center, since we will need it later. The data center is located in your browser's address bar URL. If the URL is https://us21.admin.mailchimp.com/account/api, then your data center is us21.
    7. Now go to SSIS package or ODBC data source OAuth authentication configuration.
    8. Proceed by entering the data center into the Data Center field that was recorded in the previous step.
    9. Then enter the Client ID value into the Client ID field that you recorded in the previous step.
    10. Enter the Client Secret value into the Client Secret field that was recorded in the previous step.
    11. Click Generate Token. If proper authentication occurs, you will see a confirmation notice. If you get an error, click Yes on the dialog box and then a large browser window will launch. Then log into your Mailchimp account and approve the use of the application.
    12. Finally, hit the Test Connection button at the bottom of the window to verify proper connectivity with your Mailchimp account.
    13. If the connection test succeeds, select OK.
    14. Done! Now you can use Mailchimp Connector!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to OAuth [OAuth]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Press Generate Token button to generate the tokens.
    5. Finally, hit OK button:
    Mailchimp
    OAuth [OAuth]
    https://[$DataCenter$].api.mailchimp.com
    Required Parameters
    Data Center Fill-in the parameter...
    Client Id Fill-in the parameter...
    Client Secret Fill-in the parameter...
    Default List Id Fill-in the parameter...
    Optional Parameters
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ZappySys OAuth Connection
    Mailchimp authentication
    The simplest way to authenticate a request to the Mailchimp Marketing API is by using an API key (If you require access to Mailchimp on behalf of other Mailchimp users, you'll want to set up OAuth authentication instead)::
    1. Login into your Mailchimp account, click on your Profile Icon, and hit Account & billing: Start by going to Mailchimp account
    2. Navigate to the API keys page in your Mailchimp account: Go to API Keys in Mailchimp
    3. In the Your API keys section of the page, click Create A Key button: Create new API Key in Mailchimp
    4. Give your new key a descriptive name that will remind you which application it's used for: Name API Key in Mailchimp
    5. Copy the API key immediately and store it in a secure location (you won't be able to see or copy the key once you finish generating it): Use API Key to get Mailchimp data via REST API
    6. Record your Mailchimp data center, since we will need it later. The data center is located in your browser's address bar URL. If the URL is https://us21.admin.mailchimp.com/account/api, then your data center is us21.
    7. Now go to SSIS package or ODBC data source ApiKey Auth authentication configuration.
    8. Proceed by entering the data center into the Data Center field that was recorded in the previous step.
    9. Then enter the API key into the Api Key field that you copied earlier.
    10. Finally, click the Test Connection button at the bottom of the window to verify proper connectivity with your Mailchimp account.
    11. Done! Now you can use Mailchimp Connector!
    API Connection Manager configuration

    Just perform these simple steps to finish authentication configuration:

    1. Set Authentication Type to ApiKey Auth [Http]
    2. Optional step. Modify API Base URL if needed (in most cases default will work).
    3. Fill in all the required parameters and set optional parameters if needed.
    4. Finally, hit OK button:
    Mailchimp
    ApiKey Auth [Http]
    https://[$DataCenter$].api.mailchimp.com
    Required Parameters
    Api Key Fill-in the parameter...
    Default List Id Fill-in the parameter...
    Optional Parameters
    Data Center
    RetryMode RetryWhenStatusCodeMatch
    RetryStatusCodeList 429
    RetryCountMax 5
    RetryMultiplyWaitTime True
    ZappySys Http Connection
  8. Select Generic Table (Bulk Read / Write) table from the dropdown and hit Preview Data:

    API Source - Mailchimp
    Read / write MailChimp Campaigns, Lists, Members, Reports and more in without coding.
    Mailchimp
    Generic Table (Bulk Read / Write)
    Required Parameters
    HTTP - Url or File Path Fill-in the parameter...
    HTTP - Request Method Fill-in the parameter...
    Optional Parameters
    HTTP - Request Body
    HTTP - Is MultiPart Body (Pass File data/Mixed Key/value)
    HTTP - Request Format (Content-Type) ApplicationJson
    HTTP - Headers (e.g. hdr1:aaa || hdr2:bbb) Accept: */* || Cache-Control: no-cache
    Parser - Response Format (Default=Json) Default
    Parser - Filter (e.g. $.rows[*] )
    Parser - Encoding
    Parser - CharacterSet
    Download - Enable reading binary data False
    Download - File overwrite mode AlwaysOverwrite
    Download - Save file path
    Download - Enable raw output mode as single row False
    Download - Raw output data RowTemplate {Status:'Downloaded'}
    Download - Request Timeout (Milliseconds)
    General - Enable Custom Search/Replace
    General - SearchFor (e.g. (\d)-(\d)--regex)
    General - ReplaceWith (e.g. $1-***)
    General - File Compression Type
    General - Date Format
    General - Enable Big Number Handling False
    General - Wait time (Ms) - Helps to slow down pagination (Use for throttling) 0
    JSON/XML - ExcludedProperties (e.g. meta,info)
    JSON/XML - Flatten Small Array (Not preferred for more than 10 items)
    JSON/XML - Max Array Items To Flatten 10
    JSON/XML - Array Transform Type
    JSON/XML - Array Transform Column Name Filter
    JSON/XML - Array Transform Row Value Filter
    JSON/XML - Array Transform Enable Custom Columns
    JSON/XML - Enable Pivot Transform
    JSON/XML - Array Transform Custom Columns
    JSON/XML - Pivot Path Replace With
    JSON/XML - Enable Pivot Path Search Replace False
    JSON/XML - Pivot Path Search For
    JSON/XML - Include Pivot Path False
    JSON/XML - Throw Error When No Match for Filter False
    JSON/XML - Parent Column Prefix
    JSON/XML - Include Parent When Child Null False
    Pagination - Mode
    Pagination - Attribute Name (e.g. page)
    Pagination - Increment By (e.g. 100) 1
    Pagination - Expression for Next URL (e.g. $.nextUrl)
    Pagination - Wait time after each request (milliseconds) 0
    Pagination - Max Rows Expr
    Pagination - Max Pages Expr
    Pagination - Max Rows DataPath Expr
    Pagination - Max Pages 0
    Pagination - End Rules
    Pagination - Next URL Suffix
    Pagination - Next URL End Indicator
    Pagination - Stop Indicator Expr
    Pagination - Current Page
    Pagination - End Strategy Type DetectBasedOnRecordCount
    Pagination - Stop based on this Response StatusCode
    Pagination - When EndStrategy Condition Equals True
    Pagination - Max Response Bytes 0
    Pagination - Min Response Bytes 0
    Pagination - Error String Match
    Pagination - Enable Page Token in Body False
    Pagination - Placeholders (e.g. {page})
    Pagination - Has Different NextPage Info False
    Pagination - First Page Body Part
    Pagination - Next Page Body Part
    Csv - Column Delimiter ,
    Csv - Has Header Row True
    Csv - Throw error when column count mismatch False
    Csv - Throw error when no record found False
    Csv - Allow comments (i.e. line starts with # treat as comment and skip line) False
    Csv - Comment Character #
    Csv - Skip rows 0
    Csv - Ignore Blank Lines True
    Csv - Skip Empty Records False
    Csv - Skip Header Comment Rows 0
    Csv - Trim Headers False
    Csv - Trim Fields False
    Csv - Ignore Quotes False
    Csv - Treat Any Blank Value As Null False
    Xml - ElementsToTreatAsArray
    SSIS API Source - Read from table or endpoint
  9. That's it! We are done! Just in a few clicks we configured the call to Mailchimp using Mailchimp Connector.

    You can load the source data into your desired destination using the Upsert Destination , which supports SQL Server, PostgreSQL, and Amazon Redshift. We also offer other destinations such as CSV , Excel , Azure Table , Salesforce , and more . You can check out our SSIS PowerPack Tasks and components for more options. (*loaded in Trash Destination)

    Execute Package - Reading data from Mailchimp and load into target

More actions supported by Mailchimp Connector

Learn how to perform other actions directly in Azure Data Factory (SSIS) with these how-to guides:

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