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Live configuration change

In the job I'm implementing, there are a couple of configuration
variables that I wnat to change at runtime, such as rate limit at the
Kafka source. I know it's possible to use a control stream and join it
with the normal stream to configure things in certain operators, but
this doesn't work for the source. Is there any other way to configure
settings at runtime?