Bucketing, also known as binning, is useful to find groupings in continuous data (particularly numbers and time stamps). While it’s often used to generate histograms, bucketing can also be used to group rows by business-defined rules. I’ll walk through the simple bucketing various data types as well as custom buckets.

Migrating a data warehouse from a legacy environment requires a massive upfront investment in resources and time. There is a lot to consider before and during migration. You may need to replan your data model, use a separate platform for tasks scheduling, and handle changes in the application’s database driver. Therefore, organizations must take a strategic approach to streamline the process. This article presents a step-by-step approach for migrating a data warehouse to the cloud.

Production debugging, as the name suggests, takes place when one must debug the production environment and see the root cause of this problem. This is a form of debugging that can also be done remotely, as during the production phase, it may not be possible to debug within the local environment of the application. These production bugs are trickier to resolve as well, because the development team may not have access to the local environment when the problems do crop up.