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from __future__ import absolute_import
from collections import namedtuple
import requests
from xbmcswift2 import xbmc
GameState = namedtuple(u'GameState',
[u'inning_num',
u'inning_half',
u'runners_on',
u'outs',
u'away_score',
u'home_score',
u'away_team',
u'home_team',
u'new_batter',
u'balls',
u'strikes'])
def get_games(date):
scoreboard_url = u'http://gd2.mlb.com/components/game/mlb/{0}/master_scoreboard.json'.format(date.strftime(u'year_%Y/month_%m/day_%d'))
scoreboard = requests.get(scoreboard_url).json()
games = scoreboard[u'data'][u'games'][u'game']
game_states = list()
for game in games:
game_status = game[u'status']
# Game is over
if game_status[u'status'] != u'In Progress':
continue
# Game is inbetween innings
# TODO figure out mid-inning commercial break. figured out pitching change:
# pbp: {
# last: "Pitching Change: Kyle Crick replaces Albert Suarez. "
# }
if game_status[u'inning_state'] == u'Middle' or game_status[u'inning_state'] == u'End':
continue
inning_num = int(game_status[u'inning'])
inning_half = convert_inning_half(game_status[u'inning_state'])
runners_on_base = convert_runners_on_base(game[u'runners_on_base'])
outs = int(game_status[u'o'])
away_score = int(game[u'linescore'][u'r'][u'away'])
home_score = int(game[u'linescore'][u'r'][u'home'])
away_team = game[u'away_name_abbrev']
home_team = game[u'home_name_abbrev']
balls = int(game_status['b'])
strikes = int(game_status['s'])
new_count = (strikes == 0 and balls == 0)
walk = balls == 4
k = strikes == 3
new_batter = new_count or walk or k
state = GameState(
inning_num,
inning_half,
runners_on_base,
outs,
away_score,
home_score,
away_team,
home_team,
new_batter,
balls,
strikes)
game_states.append(state)
return game_states
def convert_runners_on_base(runners_on_base):
runners_on = list()
if u'runner_on_1b' in runners_on_base:
runners_on.append(u'1')
if u'runner_on_2b' in runners_on_base:
runners_on.append(u'2')
if u'runner_on_3b' in runners_on_base:
runners_on.append(u'3')
return runners_on
def convert_inning_half(inning_state):
if inning_state == u'Bottom':
return u'bot'
elif inning_state == u'Top':
return u'top'
else:
return inning_state
def best_games(date, leverage_index_csv):
import leverage_index
index_table = leverage_index.StaticTableLeverageIndex(leverage_index_csv)
games = get_games(date)
leverage_indices = [{
"leverage_index": index_table.get(game.inning_num, game.inning_half, game.runners_on, game.outs, game.away_score, game.home_score),
"state": game
} for game in games]
if len(leverage_indices) == 0:
xbmc.log("No games")
return None
else:
best_games = sorted(leverage_indices, key=lambda x: x['leverage_index'], reverse=True)
xbmc.log("{0}".format(best_games))
xbmc.log("Best game is {0}".format(best_games[0]))
return best_games
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