The Hadoop ecosystem provided every company with the tools to store and query large amounts of data at a low cost. Since 2005, that ecosystem has expanded with more and more open source applications for data infrastructure.  Data infrastructure includes databases, data lakes, distributed queues, data warehouses, query engines, web applications, on-prem software, closed source,