How to Process Nasty Fixed Width Files Using Apache Spark

A fixed width file is a very common flat file format when working with SAP, Mainframe, and Web Logs. Converting the data into a dataframe using metadata is always a challenge for Spark Developers. This particular article talks about all kinds of typical scenarios that a developer might face while working with a fixed witdth file. This solution is generic to any fixed width file and very easy to implement. This also takes care of the Tail Safe Stack as the RDD gets into the foldLeft operator.

Let's check the source file first and then the metadata file:

The Scale, Speed, and Spend of Low Code: Benefits and Challenges of Low-Code Platforms
No categories
Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report, Low-Code Development: Elevating the Engineering Experience With Low and No Code. The relevance of low-code development is growing as businesses see... […]
Empowering Citizen Developers With Low- and No-Code Tools: Changing Developer Workflows and Empowering Non-Technical Employees to Build Apps
No categories
Editor's Note: The following is an article written for and published in DZone's 2024 Trend Report, Low-Code Development: Elevating the Engineering Experience With Low and No Code. The rise of low-code and no-code (LCNC) platforms has sparked a de... […]
PostgreSQL BiDirectional Replication
No categories
As you can understand from my previous blogs I am really into PostgreSQL. Previously we ran Debezium in Embedded mode. Behind the scenes, Debezium consumes the changes that were committed to the transaction log. This happens by utilizing the logical de... […]
Twenty Things Every Java Software Architect Should Know
No categories
As the software development landscape continues to evolve at a rapid pace, Java stands out as a foundational language that drives a multitude of applications on a global scale. In 2024, the role of a Java software architect has assumed unprecedented si... […]
How To Plan a (Successful) MuleSoft VPN Migration (Part II)
No categories
In this second post, we'll be reviewing more topics that you should take into consideration if you're planning a VPN migration. If you missed the first part, you can start from there. […]