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Apache Falcon - Hadoop Open Source Code

Apache Falcon

  • It is a framework used to simplify data pipeline processing and management of Hadoop clusters

  • It simplifies complicated data management workflows into generalized entity definitions whereas a cluster, feed, process are the three types of entities

  • Its tooling can be set up to manage dependencies between the system infrastructure, data, and processing logic

  • It is available for declarative programming through simple APIs.

  • Example: Assume, it processes the hourly arrived raw input data with a Pig script and saves the results for further processing. Even though an Oozie workflow manages the task, there is a need for process automation due to the lack of availability of high-level features in Oozie. Initially, it provides 90 days retention policy for input data after discarding the old data. After the occurrence of the process fail during a certain number of retries in the processing step, the output data have three years of the retention policy.

Features

  • Centralized data lifecycle management

  • Compliance and audit

  • Database replication and archiva