Need parsing approach to read a fixed length file efficiently

Need parsing approach to read a fixed length file efficiently

The title of the problem may not be appropriate. I will request all to go over the problem and if possible modify it accordingly which best describes it as I do not exactly know how to express it.
I am using bitnami/spark:3.4.2 and deploying it in podman (For Red Hat) similar to docker.
Dockerfile: