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Feat: Add initialization job

Mikhail Karnevskiy requested to merge feat/ini_job into master

@haufs @ahmedk

This feature introduce an initialization job, which is running before the notebooks. This uses a slurm job attribute --dependency. Dependent jobs are being in a state PD until the initialization job finished.

With the same way finilized job could run after notebooks.

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