def test_all_player_features(self):
season = Season(2013)
all_players = players.find({}).sort('id', pymongo.ASCENDING)
offensive_features = []
for player_data in all_players:
player = Player(player_data['id'])
print 'Extracting offensive features for {} from the {}'.format(player, season)
features = player_ocluster_features(player, season)
offensive_features.append(features)
offensive_features = np.array(offensive_features)
def test_features():
season = Season(2013)
player = Player(399725)
features = player_ocluster_features(player, season)
