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Port Jupyter code executor from v0.2 #4792

@ekzhu

Description

The JupyterCodeExecutor in v0.2 can be ported to v0.4 by following the examples of LocalCommandLineCodeExecutor and other code executors.

It should live in autogen_ext and introduce a new extra jupyter for dependencies.

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