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Evaluate has become quite a beast, but there need to be 2 modes, parallel (default for users), and non-parallel (interally mostly, but also if someone else already does the multithreading).
For vaex internally, if it's in a task (say map reduce), it can call
df.dtype(..)
, which may calldf.evaluate
, which will start another task, which is not supported.These are the two reasons why evaluate has a parallel and non-parallel mode.