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Pre-outputs aren't deleted automatically anymore since we introduced the DAG capabilities for job flows. The reason for this is that
backend = get_backend(opts)
fs = backend.create_filesystem(opts)
gets executed at a point where 'opts' doesn't contain the 'hadoop' option anymore (since this option gets removed as part of running the iteration).
create backend and fs as soon as possible (fixes GH-36)