What transformations can Flume perform on data?

Flume is capable of performing the following data transformation operations:

  1. Data collection: Flume can gather data from various sources such as log files, databases, and message queues.
  2. Data filtering: Flume has the capability to filter the collected data and retain only the data that meets specific conditions.
  3. Data transformation: Flume has the capability to perform operations such as format conversion, field extraction, data cleaning, and more on the data.
  4. Data routing: Flume has the capability to route data to different destinations based on specified rules, such as storage systems, data warehouses, and more.
  5. Data loading: Flume can load transformed data into a destination, achieving data persistence storage or further processing.

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