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Apache Beam vs Apache Oozie: What are the differences?
What is Apache Beam? A unified programming model. It implements batch and streaming data processing jobs that run on any execution engine. It executes pipelines on multiple execution environments.
What is Apache Oozie? *An open-source workflow scheduling system *. It is a server-based workflow scheduling system to manage Hadoop jobs. Workflows in it are defined as a collection of control flow and action nodes in a directed acyclic graph. Control flow nodes define the beginning and the end of a workflow as well as a mechanism to control the workflow execution path.
Apache Beam and Apache Oozie belong to "Workflow Manager" category of the tech stack.
Eyereturn Marketing, Marin Software, and ZOYI are some of the popular companies that use Apache Oozie, whereas Apache Beam is used by Handshake, Skry, Inc., and Reelevant. Apache Oozie has a broader approval, being mentioned in 8 company stacks & 5 developers stacks; compared to Apache Beam, which is listed in 9 company stacks and 4 developer stacks.
Pros of Apache Beam
- Unified batch and stream processing2