"""Module for constructing game models by Gaussian process regression."""
import argparse
import json
import pickle
import sys

from gameanalysis import gpgame
from gameanalysis import nash


[docs]def add_parser(subparsers):
    parser = subparsers.add_parser(
        'gpnash', help="""Compute nash of gp games""", description="""Find nash
        of a gp model""")
    parser.add_argument(
        '--input', '-i', metavar='<input-file>', default=sys.stdin.buffer,
        type=argparse.FileType('rb'), help="""Input file for script.  (default:
        stdin)""")
    parser.add_argument(
        '--output', '-o', metavar='<output-file>', default=sys.stdout,
        type=argparse.FileType('w'), help="""Output file for script. (default:
        stdout)""")
    return parser


[docs]def main(args):
    game = gpgame.PointGPGame(pickle.load(args.input))
    serial = pickle.load(args.input)
    equilibria = nash.mixed_nash(game, replicator=None)
    json.dump([serial.to_mix_json(eqm) for eqm in equilibria], args.output)
    args.output.write('\n')