![]() ![]() What follows is a list of ETL tools for developers already familiar with Java and the JVM (Java Virtual Machine) to clean, validate, filter, and prepare your data for use.ĭata Pipeline is our own tool. ![]() Others still are completely graphical, only offering programming interfaces for complex transformations. Others are built on a custom DSL (domain specific language) in an attempt to be more intentional and require less code. Some are code-based, built on standard programming languages that many developers already know. Some run on your desktop or on-premise servers, while others run as SaaS in the cloud. The process extracts data from a variety of sources and formats, transforms it into a standard structure, and loads it into a database, file, web service, or other system for analysis, visualization, machine learning, etc.ĮTL tools come in a wide variety of shapes. ETL is a process for performing data extraction, transformation and loading. ![]()
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