backgammon/app.py

from flask import Flask, request, jsonify
from flask_json import FlaskJSON, as_json_p
from flask_cors import CORS
from board import Board
import tensorflow as tf
from eval import Eval
import argparse
import main
import random
from network import Network

parser = argparse.ArgumentParser(description="Backgammon games")

parser.add_argument('--model', action='store', dest='model',
                    default='player_testings',
                    help='name of Tensorflow model to use')

parser.add_argument('--board-rep', action='store', dest='board_rep',
                    default='tesauro',
                    help='name of board representation to use as input to neural network')


args = parser.parse_args()


app = Flask(__name__)


app.config['JSON_ADD_STATUS'] = False
app.config['JSON_JSONP_OPTIONAL'] = False

json = FlaskJSON(app)
CORS(app)

config = main.config.copy()
config['model'] = args.model
config['board_representation'] = args.board_rep

network = Network(config, config['model'])

sess = tf.Session()
network.restore_model(sess)
sess.run(tf.global_variables_initializer())



def calc_move_sets(from_board, roll, player):
    board = from_board
    sets = []
    total = 0
    for r in roll:
        # print("Value of r:", r)
        sets.append([Board.calculate_legal_states(board, player, [r, 0]), r])
        total += r
    sets.append([Board.calculate_legal_states(board, player, roll), total])
    return sets


def tmp_name(from_board, to_board, roll, player, total_moves, is_quad=False):
    sets = calc_move_sets(from_board, roll, player)
    return_board = from_board
    print("To board:\n",to_board)
    print("All sets:\n",sets)
    for idx, board_set in enumerate(sets):
        board_set[0] = list(board_set[0])
        # print(to_board)
        # print(board_set)
        if to_board in board_set[0]:
            # print("To board:", to_board)
            # print(board_set[0])
            # print(board_set[1])
            total_moves -= board_set[1]
            # if it's not the sum of the moves
            if idx < (4 if is_quad else 2):
                roll[idx] = 0
            else:
                roll = [0, 0]
            return_board = to_board
            break

    # print("Return board!:\n",return_board)
    return total_moves, roll, return_board

def calc_move_stuff(from_board, to_board, roll, player, total_roll, is_quad):

    total_moves, roll, board = tmp_name(from_board, to_board, list(roll), player, total_roll, is_quad)
    return board, total_moves, roll


@app.route('/get_board', methods=['GET'])
@as_json_p
def get_board():
    return {'board':'0, 2, 0, 0, 0, 0, -5, 0, -3, 0, 0, 0, 5, -5, 0, 0, 0, 3, 0, 5, 0, 0, 0, 0, -2, 0'}



def check_move(prev, curr):

    # TODO: Decide on player system and implement roll properly
    legal_states = Board.calculate_legal_states(tuple(prev), -1, [1,2])

    truth_list = [list(curr) == list(ele) for ele in legal_states]

    return any(truth_list)


@app.route('/pubeval_move', methods=['POST'])
def pubeval_move():

    data = request.get_json(force=True)
    board = [int(x) for x in data['board'].split(',')]
    player = int(data['player'])

    roll = (random.randrange(1,7), random.randrange(1,7))

    board, value = Eval.make_pubeval_move(tuple(board), player, roll)
    print("Doing pubeval move")
    return ",".join([str(x) for x in list(board)])


@app.route('/network_move', methods=['POST'])
def network_move():

    data = request.get_json(force=True)
    board = [int(x) for x in data['board'].split(',')]
    player = int(data['player'])

    roll = (random.randrange(1,7), random.randrange(1,7))

    board, value = network.make_move(sess, tuple(board), roll, player)

    print("Doing network move")
    return ",".join([str(x) for x in list(board)])


@app.route('/bot_move', methods=['POST'])
def bot_move():
    data = request.get_json(force=True)

    board = [int(x) for x in data['board'].split(',')]
    use_pubeval = bool(data['pubeval'])

    roll = (random.randrange(1, 7), random.randrange(1, 7))

    if use_pubeval:
        board, value = Eval.make_pubeval_move(tuple(board), 1, roll)
    else:
        board, _ = network.make_move(sess, tuple(board), roll, 1)

    # print("Board!:",board)

    return ",".join([str(x) for x in list(board)])



@app.route('/post_board', methods=['POST'])
def post_board():
    data = request.get_json(force=True)

    # TODO: Fix hardcoded player
    player = -1

    board = [int(x) for x in data['board'].split(',')]
    prev_board = [int(x) for x in data['prevBoard'].split(',')]
    print(data['roll'])
    roll = [int(x) for x in data['roll'].split(',')]
    print(roll)
    quad = data['quad'] == "true"


    # print(board)

    total_roll = int(data['totalRoll'])
    print("total roll is:", total_roll)
    return_board, total_moves, roll = calc_move_stuff(tuple(prev_board), tuple(board), tuple(roll), player, total_roll, quad)

    str_board = ",".join([str(x) for x in return_board])
    str_roll = ",".join([str(x) for x in roll])


    return_string = str_board + "#" + str(total_moves) + "#" + str_roll

    print(return_string)

    return return_string

if __name__ == '__main__':
    app.run(host = '0.0.0.0', port=35270)