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player_data.py
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import auth
import csv
import pandas as pd
csv.register_dialect('ALM', delimiter=',', quoting=csv.QUOTE_ALL)
#yahoo session
y = auth.yahoo_session()
def basic_player_req(playerid):
return 'http://fantasysports.yahooapis.com/fantasy/v2/player/' + playerid
players = pd.read_csv('input/auction_results.csv')
query = basic_player_req(players['yahoo_code'])
#list to store api data
player_data = []
#loop over players and look up data
for i in range(0, len(players)):
p = auth.api_query(y, basic_player_req(players.iloc[i]['yahoo_code']))
#some players dont exist in a given year. skip them
if 'error' in p.keys():
print 'errored on:'
print players.iloc[i]
continue
print players.iloc[i]['year']
print p['fantasy_content']['player']['name']['full']
#process the response and pull out some fields
p = p['fantasy_content']['player']
p['full_name'] = p['name']['full']
p['first_name'] = p['name']['first']
p['last_name'] = p['name']['last']
p.pop('name', None)
p['elig_positions'] = p['eligible_positions']['position']
p.pop('eligible_positions', None)
#these fields are inconsistent - don't need them
p.pop("headshot", None)
p.pop("position", None)
p.pop("has_player_notes", None)
p.pop("has_recent_player_notes", None)
p.pop("status", None)
p.pop("on_disabled_list", None)
player_data.append(p)
#write data
auth.data_to_csv(
target_dir="data",
data_to_write=player_data,
desired_name='player_data'
)