class DataExport:
def __init__(self, **opt):
self.f_parser = FangraphParser(opt)
self.w_data = self.f_parser.get_db()
def get_stat(self, stat):
# data frame initialization
frame_dict = {'player_id': [], 'player_name': []}
for stat_name in stat:
for year in self.f_parser.season:
frame_dict[stat_name+'_'+str(int(year))] = []
for i in range(len(self.w_data)):
data = self.w_data[i]['data']
# dictionary
new_data = {'playerid': self.w_data[i]['playerid'],
'Name': data[0]['Name'], 'data': []}
# data frame
frame_dict['player_id'].append(self.w_data[i]['playerid'])
frame_dict['player_name'].append(data[0]['Name'])
for key in frame_dict.keys():
if 'player' not in key:
frame_dict[key].append(np.nan)
for datum in data:
new_feature = {'season': datum['season']}
for s in stat:
if s in datum:
new_feature[s] = datum[s]
frame_dict[s+'_'+str(int(datum['season']))][-1] = datum[s]
new_data['data'].append(new_feature)
self.w_data[i] = new_data
self.data_frame = pd.DataFrame(frame_dict)
def get_dictionary(self):
return self.w_data
def get_data_frame(self):
return self.data_frame
def get_data(self):
fg_parser = FangraphParser(self.data_args)
self.fg_data = fg_parser.get_db()
sc_parser = StatCastParser(**self.data_args)
self.sc_data = sc_parser.get_data()
def __init__(self, **opt):
self.f_parser = FangraphParser(opt)
self.w_data = self.f_parser.get_db()
# -*- coding: utf-8 -*-
import sys
sys.path.append('../')
from data_parser.fangraph_parser import FangraphParser
opt = {'season':[2011,2015],'type':'batter'}
fparser = FangraphParser(opt)
pp = fparser.get_db()
def get_data(self):
fg_parser = FangraphParser(self.data_args)
self.fg_data = fg_parser.get_db()
sc_parser = StatCastParser(**self.data_args)
self.sc_data = sc_parser.get_data()
# -*- coding: utf-8 -*-
import sys
sys.path.append('../')
from data_parser.fangraph_parser import FangraphParser
opt = {'season': [2011, 2015], 'type': 'batter'}
fparser = FangraphParser(opt)
pp = fparser.get_db()
