An algorithm to optimize already arrnaged bins into n-1 bins
Project description
![Testing](https://github.com/saripirala/bin-optimize/workflows/Testing/badge.svg?branch=master) [![codecov](https://codecov.io/gh/saripirala/bin-optimize/branch/master/graph/badge.svg)](https://codecov.io/gh/saripirala/bin-optimize) [![Documentation Status](https://readthedocs.org/projects/bin-optimize/badge/?version=latest)](https://bin-optimize.readthedocs.io/en/latest/?badge=latest)
This project is an extension to binpacking problem. The utility provides ability to optimize existing bins which are already allocated using any bin_packing algorithm into n-1 bins.
The items in the bins are presented as a tuple of an identifier and volume of the item.
The utility is useful if there is a need to adjust items of a particular bin into remaining bins without disturbing the contents of the remaining bins.
Installation
Using pip3:
pip3 install bin-optimize
Usage
>>> from bin_optimize import optimize >>> bins = {'b1': [('a1', 6), ('a5', 4.5), ('a9', 4)], 'b2': [('a2', 4), ('a6', 5), ('a10', 2)], 'b3': [('a3', 7), ('a7', 2), ('a11', 3)], 'b4': [('a4', 2), ('a8', 2), ('a12', 2), ('a13', 2), ('a15', 4)]} >>> bin_to_reduce = 'b4' >>> optimize(bins, bin_to_reduce) {'b1': [('a1', 6), ('a5', 4.5), ('a9', 4), ('a8', 2)], 'b2': [('a2', 4), ('a6', 5), ('a10', 2), ('a12', 2), ('a15', 4)], 'b3': [('a3', 7), ('a7', 2), ('a11', 3), ('a13', 2), ('a4', 2)]}
The input bins can also have an empty bin.
>>> from bin_optimize import optimize >>> bins = {'b1': [('a1', 6), ('a5', 4.5), ('a9', 4)], 'b2': [('a2', 4), ('a6', 5), ('a10', 2)], 'b3': [], 'b4': [('a4', 2), ('a8', 2), ('a12', 2), ('a13', 2), ('a15', 4)]} >>> bin_to_reduce = 'b4' >>> optimize(bins, bin_to_reduce) {'b1': [('a1', 6), ('a5', 4.5), ('a9', 4)], 'b2': [('a2', 4), ('a6', 5), ('a10', 2)], 'b3': [('a12', 2), ('a13', 2), ('a15', 4), ('a4', 2), ('a8', 2)]}
Tests
Install the test requirements:
pip3 install -e ‘.[testing]’
Run the test suite from the project root using:
flake8 && coverage run && coverage report
Project details
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