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You can modify the log4j settings that control the number of retained files and size of each. In particular, that would be these properties (shown below with the defaults)
log4j.appender.streamsets.MaxFileSize=256MB
log4j.appender.streamsets.MaxBackupIndex=10
These properties can be found in the log4j configuration discussed in the documentation.
