Github user aljoscha commented on the issue:

    https://github.com/apache/flink/pull/3561
  
    Thanks for reminding, @uce 😃 Already had this on my list.
    
    The only code that reads the DEFAULT_PARALLELISM from the config should be 
in this piece of code in `CliFrontend`: 
https://github.com/apache/flink/blob/master/flink-clients/src/main/java/org/apache/flink/client/CliFrontend.java#L250.
 Here, we should check whether the user directly specified a parallelism and if 
not read the one from the config. From there the parameter is already passed to 
`ClusterClient.run()` where a a `ContextEnvironmentFactory` is being created. 
In `ContextEnvironmentFactory.createExecutionEnvironment()` we would thus have 
this parallelism.
    
    The question now is whether to keep the 
`lastEnvCreated.setParallelism(defaultParallelism)` or pass the default 
parallelism to the `ContextEnvironment` so that the 
`StreamExecutionEnvironment` can pick it up from there in the constructor. The 
problem with calling `env.setParallelism()` is that the default parallelism 
will be "forgotten" if the user calls `env.setParallelism(PARALLELISM_DEFAULT)` 
where `ExecutionConfig.PARALLELISM_DEFAULT == -1`. If we manually store the 
default parallelism in an extra field we would keep it. This seems to be the 
nicer solution.


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