FTP/SFTP JSON File Connector for SSIS

In this article you will learn how to quickly and efficiently integrate FTP/SFTP JSON File data in SSIS without coding. We will use high-performance FTP/SFTP JSON File Connector to easily connect to FTP/SFTP JSON File and then access the data inside SSIS.

FTP/SFTP JSON File Connector can be used to read JSON Files stored on FTP Sites (Classic FTP, SFTP or FTPS). Using this you can easily read FTP/SFTP JSON File data. It's supports latest security standards, and optimized for large data files. It also supports reading compressed files (e.g. GZip /Zip).

Let's follow the steps below to see how we can accomplish that!

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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. SSIS PowerPack is installed (if you are new to SSIS PowerPack, then get started!).

Read data from FTP/SFTP JSON File in SSIS using Secure FTP JSON File Source (Export data)

In this section we will learn how to configure and use FTP/SFTP JSON File Connector in the API Source to extract data from the FTP/SFTP JSON File using Secure FTP Source for JSON Files.

  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.

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

    1. SSIS ToolBox on left side bar
    2. Solution Explorer and Property Window on right bar
    3. Control flow, data flow, event Handlers, Package Explorer in tab windows
    4. 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.
  4. 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
  5. From the SSIS toolbox drag and drop Secure FTP JSON File Source on the dataflow designer surface
    SSIS Secure FTP JSON File Source - Drag and Drop

  6. Double click on Secure FTP JSON File Source component to configure it.

  7. Create and configure a connection for the Secure FTP storage account.

    Create Secure FTP Storage Connection
  8. You can use select your desired single file by clicking [...] path button.

    mybucket/dbo.tblNames.json
    dbo.tblNames.json
    Read Secure FTP JSON File data


    ----------OR----------

    You can also read the multiple files stored in Secure FTP Storage using wildcard pattern supported e.g. dbo.tblNames*.json.

    Note: If you want to operation with multiple files then use wild card pattern as below 
    (when you use wild card pattern in source path then system will treat target path as folder regardless you end with slash)
    
    mybucket/dbo.tblNames.json (will read only single .JSON file)
    mybucket/dbo.tbl*.json (all files starting with file name)
    mybucket/*.json (all files with .json Extension and located under folder subfolder)
    

    mybucket/dbo.tblNames*.json
    Use wildcard pattern .* to read multiple Secure FTP Files data


    ----------OR----------

    You can also read the zip and gzip compressed files also without extracting it in using Secure FTP JSON File Source.

    Reading zip and gzip compressed files (stream mode)
  9. Now select/enter Path expression in Path textbox to extract only specific part of JSON string as below ($.value[*] will get content of value attribute from JSON document. Value attribute is array of JSON documents so we have to use [*] to indicate we want all records of that array)

    NOTE: Here, We are using our desired filter, but you need to select your desired filter based on your requirement.
    Click on Preview button to view the parsed JSON string response data and click OK.

    Secure FTP JSON Files data Preview
  10. That's it; we are done. In a few clicks we configured the to Read the FTP/SFTP JSON File data using ZappySys FTP/SFTP JSON File Connector

Load FTP/SFTP JSON File data into SQL Server using Upsert Destination (Insert or Update)

Once you configured the data source, you can load FTP/SFTP JSON File data into SQL Server using Upsert Destination.

Upsert Destination can merge or synchronize source data with the target table. It supports Microsoft SQL Server, PostgreSQL, and Redshift databases as targets. Upsert Destination also supports very fast bulk upsert operation along with bulk delete.

Upsert operation - a database operation which performs INSERT or UPDATE SQL commands based on record's existence condition in the target table. It inserts records that don't have matching records in the target table or updates them, if they do, by matching them by key columns.

Upsert Destination supports INSERT, UPDATE, and DELETE operations, so it is similar to SQL Server's MERGE command, except it can be used directly in SSIS package.

  1. From the SSIS Toolbox drag-and-drop Upsert Destination component onto the Data Flow designer background.

  2. Connect your SSIS source component to Upsert Destination.

  3. Double-click on Upsert Destination component to open configuration window.

  4. Start by selecting the Action from the list.

  5. Next, select the desired target connection or create one by clicking <New [provider] Connection> menu item from the Target Connection dropdown.

  6. Then select a table from the Target Table list or click New button to create a new table based on the source columns.

  7. Continue by checking Insert and Update options according to your scenario (e.g. if Update option is unchecked, no updates will be made).

  8. Finally, click Map All button to map all columns and then select the Key columns to match the columns on:

    Configure SSIS Upsert Destination component to merge data with SQL Server, PostgreSQL, or Redshift table
  9. Click OK to save the configuration.

  10. Run the package and FTP/SFTP JSON File data will be merged with the target table in SQL Server, PostgreSQL, or Redshift:

    Execute Package - Reading data from API Source and load into target
  11. Done!

Deploy and schedule SSIS package

After you are done creating SSIS package, most likely, you want to deploy it to SQL Server Catalog and run it periodically. Just follow the instructions in this article:

Running SSIS package in Azure Data Factory (ADF)

To use SSIS PowerPack in ADF, you must first prepare Azure-SSIS Integration Runtime. Follow this link for detailed instructions:

Conclusion

In this article we showed you how to connect to FTP/SFTP JSON File in SSIS and integrate data without any coding, saving you time and effort. We encourage you to download FTP/SFTP JSON File Connector for SSIS and see how easy it is to use it for yourself or your team.

If you have any questions, feel free to contact ZappySys support team. You can also open a live chat immediately by clicking on the chat icon below.

Download FTP/SFTP JSON File Connector for SSIS Documentation

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