However, while data lakes are an important component of the logical data warehouse ??? because they are designed to give the user choices in order to better manage and utilize data within their analytical ecosystem ??? many users are also finding that the data lake is also an obvious evolution of their current Apache Hadoop ecosystem and their existing data architecture.