Un-needed checkpoints are not getting automatically deleted in my
application.

I.e. the lineage looks something like this and checkpoints simply
accumulate in a temporary directory (every lineage point, however, does zip
with a globally permanent):

PermanentRDD:    Global zips with all the intermediate ones

Intermediate RDDs: A--->B--->C---->D---->E---->F---->----->G
                                |                          |
           |
                              checkpoint          checkpoint
 checkpoint

Older intermediate RDDs never get used.

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