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  1. Jenkins
  2. JENKINS-63026

Create strategies to execute the models

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      Description

      At the moment the plugin is able to execute a notebook, using Zeppelin. The notebook will be executed in the agent, after Zeppelin has spawned a JVM/interpreter (similar to an ipython kernel).

      Another way - probably the most well known - to execute notebooks programmatically or via the command line is using nbconvert, e.g. `jupyter nbconvert --execute model.ipynb`. Which doesn't give you per-cell output, nor JSON output. But does execute the notebook, that could produce images, files elsewhere.

      Or the user could have a JupyterHub instance somewhere, where we could start a kernel and remotely execute the notebook (would need to use API/tokens for JHub and for Jupyter Notebook).

      We could create a custom extension point for an Execution Strategy. Each strategy then gets its own config.xml configuration jelly page. Where the user can configure the plug-in to choose how to run the model.

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            Assignee:
            loghijiaha Loghi Perinpanayagam
            Reporter:
            kinow Bruno P. Kinoshita
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