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A Python library for incremental, in-memory map-reduces.
License: BSD 3-Clause "New" or "Revised" License
This project forked from pschanely/scenicoverlook
A Python library for incremental, in-memory map-reduces.
License: BSD 3-Clause "New" or "Revised" License
=============== Scenic Overlook =============== The Scenic Overlook library contains datastructures for incremental map-reduces. You might want to read my blog post about the general problem here: https://hackernoon.com/computed-state-the-model-view-problem-9cbe8cf8486f These datastructures are implemented as trees, and store at each node, intermediate values of the reduce. This means that when you slice or combine structures, the new output of the maps/reduces can be efficiently computed. (by reusing old outputs from unchanged parts of the tree) Typical usage looks like this:: #!/usr/bin/env python from scenicoverlook import viewablelist space_concat = lambda x, y: x + ' ' + y l = viewablelist(['the', 'quick', 'brown', 'fox']) print l.reduce(space_concat) # This yields 'the quick stealthy brown fox', reusing cached intermediate # substrings from the earlier call like 'the quick' and 'brown fox': print (l[:2] + ['stealthy'] + l[2:]).reduce(space_concat) See the pydocs for more examples: https://github.com/pschanely/ScenicOverlook/blob/master/scenicoverlook/__init__.py
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