best practices

Spark Streaming Best Practices-A bare minimum checklist for Beginners and Advanced Users

Spark Streaming Best Practices-A bare minimum checklist for Beginners and Advanced Users Most good things in life come with a nuance. While learning Streaming a few years ago, I spent hours searching for best practices. However, I would find answers to be complicated to make sense for a beginner’s mind. Thus, I devised a set of best practices that should hold true in almost all scenarios. The below checklist is not ordered, you should aim to check off as many items as you can.

Continue reading

Databricks Workspace Best Practices- A checklist for both beginners and Advanced Users

Databricks Workspace Best Practices- A checklist for both beginners and Advanced Users Most good things in life come with a nuance. While learning Databricks a few years ago, I spent hours searching for best practices. Thus, I devised a set of best rules that should hold in almost all scenarios. These will help you start on the right foot. Here are some basic rules for using Databricks Workspace: Version control everything: Use Repos and organize your notebooks and folders: Keep your notebooks and files in folders to make them easy to find and manage.

Continue reading