How to change Tomcat catalina.out log format

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Issue

The human-readable SimpleFormatter is usually sufficient for most scenarios. But i will require searching and processing of log messages. Is there any other formatter is available that can be configured for catalina.out logs.

Environment

Red Hat Enterprise Linux (RHEL)
- 7.0
- 7.1
Tomcat 7.0.54

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