Run parameter cell as `%%local` for sparkmagic kernels
#652 aberto em 2 de mar. de 2022
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Description
🚀 Feature
Allow setting the execution context for the parameter cell (through the use of %% magic commands)
Motivation
Currently, the way that papermill injects the parameter cell it will get executed by the "default" kernel of the notebook which when executing a sparkmagic kernel notebook is equivalent to using the %%spark magic.
However, we often need to perform some initial setup, for example creating and connecting the cluster that the notebook will interact with, which is done by executing %%local cells, then connecting to the cluster and executing the %%spark cells.
Without the ability to parse the parameters in the local executor, in our use-case there is no Spark cluster to connect to when the parameter cell is executed, leading to a failed execution.
So we'd like a way to annotate the injected parameter cell to run in %%local context, so we can set up and connect to a Spark cluster using local (e.g. boto3) commands, and execute the %%spark cells later.