The Pivotal Data Science team has been working with Spark in a variety of environments for a variety of use cases for close to two years. Here's what we like and what's been difficult. This post gives a broad overview, and in subsequent posts we will dive deeper into the pros, cons, and how to make the most of Spark. We hope you enjoy!