pySCF

As in python Social Choice Function. social_choice_functions.py has the class Profile, as in a voting profile. Then there are methods to get the best candidate in a profile, or to get the score of an individual candidate.

A profile is a set of (number of votes, ballot) pairs where a ballot is some ordering of the candidates. For example:

collectedVotes = Profile({(40,(0,1,2)),(28,(1,2,0)),(32,(2,1,0))})

That means 40 people like candidate 0 most, then candidate 1 middle, and hate candidate 2. 28 people like candidate 1 the most and so on.

If your set of candidates is S, then each the ballot should contain each element in S exactly once, in any order. Your candidates can be any hashable objects.

weirdProfile = Profile({(40,(2,1,56.78)),(28,(1,56.78,2)),(32,(56.78,1,2))})

>>> weirdProfile.mayors
set(56.78, 1, 'fish')

And of course you can run elections:

>>> weirdProfile.singleTransferableVote()
set([56.78])

Installation

$ pip3 install social-choice

Getting Started

from social_choice.profile import Profile, ballot_box, plurality

ballots = [(2,1,56.78), (2,1,56.78), (2,1,56.78), (1,56.78,2), (1,56.78,2), (56.78,1,2), (56.78,1,2)]

# Create a profile
profile = Profile.ballot_box(ballots)
scorer = profile.borda  # function to calculate score for each mayor

# A mayor list ranked by score
# [(2, 10), (0, 7), (1, 4)]
# maps to [(56.78, 10), (1, 7), (2, 4)]
rank = profile.aggr_rank(scorer)

# 56.78 is the winner
# 1 as 2nd place
# 2 as 3rd place

Command Line Usage

usage: main.py [-h] -i INPUT_FILEPATH [-p PREDICTIONS_FILEPATH] [-s SEP] -f
               {borda,plurality,simpson,copeland,dowdall,symmetric_borda}
               [-o OUTPUT_FILEPATH] [-c COMPARE_FILEPATH]

optional arguments:
  -h, --help            show this help message and exit
  -i INPUT_FILEPATH, --input INPUT_FILEPATH
                        Path to input file.
  -p PREDICTIONS_FILEPATH, --predictions PREDICTIONS_FILEPATH
                        Path to predictions file (required for plurality).
  -s SEP, --sep SEP     File separator, i. e., ',' or ' '...
  -f {borda,plurality,simpson,copeland,dowdall,symmetric_borda}, --function {borda,plurality,simpson,copeland,dowdall,symmetric_borda}
                        Social choice function.
  -o OUTPUT_FILEPATH, --output OUTPUT_FILEPATH
                        Path to output file.
  -c COMPARE_FILEPATH, --compare COMPARE_FILEPATH
                        Path to rank file to be compared.

Example

$ python3 main.py -i tests/input.txt -f borda -o tests/output.txt

Test files

Examples of input and output files are in tests/ folder. Please follow the same structure.

Methods

• Baldwin -> winner
• Borda -> ranking
• Condorcet -> set of winners
• Copeland -> ranking
• Dowdall -> ranking
• Kemeny Young -> ranking
• Nanson -> winner
• Pareto's check -> boolean
• Plurality -> ranking
• Raynaud -> winner
• Schulze -> ranking
• Sequential Majority Comparison -> winner
• Simpson -> ranking
• Symmetric Borda -> ranking
• Single Transferable Vote -> set of winners

Note

The Kemeny Young method's complexity is O(n!). So, be careful with your input.