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query.py
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import auth
import csv
import os
from collections import OrderedDict
import unicodecsv
import datetime
csv.register_dialect('ALM', delimiter=',', quoting=csv.QUOTE_ALL)
y = auth.yahoo_session()
def make_league_code(gameid, leagueid):
return str(gameid) + '.l.' + str(leagueid)
def make_team_code(gameid, leagueid, teamid):
return str(gameid) + '.l.' + str(leagueid) + '.t.' + str(teamid)
def league_data(league_code):
return "http://fantasysports.yahooapis.com/fantasy/v2/league/" + league_code
def team_data(team_code):
return "http://fantasysports.yahooapis.com/fantasy/v2/team/" + team_code
def roster_data(team_code, date_wanted):
return "http://fantasysports.yahooapis.com/fantasy/v2/team/" + team_code + "/roster;date=" + date_wanted.isoformat()
def data_to_csv(target_dir, data_to_write, desired_name):
"""Convenience function to write a dict to CSV with appropriate parameters."""
#generate directory if doesn't exist
global d
if len(data_to_write) == 0:
return None
if not os.path.exists(target_dir):
os.makedirs(target_dir)
if type(data_to_write) == dict:
#order dict by keys
d = OrderedDict(sorted(data_to_write.items()))
keys = d.keys()
if type(data_to_write) == list:
d = data_to_write
keys = data_to_write[0].keys()
with open("%s/%s.csv" % (target_dir, desired_name), 'wb') as f:
dw = unicodecsv.DictWriter(f, keys, dialect='ALM')
dw.writeheader()
if type(data_to_write) == dict:
dw.writerow(d)
if type(data_to_write) == list:
dw.writerows(d)
f.close()
hpk = [
#2014
{'gameid': 328, 'leagueid': 69518},
#2013
{'gameid': 308, 'leagueid': 54481},
#2012
{'gameid': 268, 'leagueid': 14615},
#2011
{'gameid': 253, 'leagueid': 27468},
#2010
{'gameid': 238, 'leagueid': 432962},
#2009
{'gameid': 215, 'leagueid': 67870},
#2008
{'gameid': 195, 'leagueid': 168490},
#2007 (we were 'pro' this year
{'gameid': 172, 'leagueid': 5643},
#2006
{'gameid': 147, 'leagueid': 72277},
#2005
{'gameid': 113, 'leagueid': 58563}
]
leagues = []
teams = []
rosters = []
for i in hpk:
#get league data
league_code = make_league_code(i['gameid'], i['leagueid'])
l = auth.api_query(y, league_data(league_code))
#grab relevant part of dict
this_league = l['fantasy_content']['league']
leagues.append(this_league)
last_day = datetime.datetime.strptime(this_league['end_date'], "%Y-%m-%d")
#go one beyond last day to make sure you get all the roster moves.
last_day = last_day + datetime.timedelta(days=1)
#iterate over teams
num_teams = int(this_league['num_teams'])
for j in range(1, num_teams + 1):
#get basic team data
team_code = make_team_code(i['gameid'], i['leagueid'], j)
t = auth.api_query(y, team_data(team_code))
#just relevant response
this_team = t['fantasy_content']['team']
#include season in dict
this_team['season'] = this_league['season']
this_team['logo'] = this_team['team_logos']['team_logo']['url']
#handle co-managers
this_manager = this_team['managers']['manager']
if type(this_manager) == list:
this_manager = this_manager[0]
this_team['manager_id'] = this_manager['manager_id']
this_team['manager_nickname'] = this_manager['nickname']
if 'guid' in this_manager: manager_guid = this_manager['guid']
if 'guid' not in this_manager: manager_guid = None
this_team['manager_guid'] = manager_guid
if 'email' in this_manager: manager_email = this_manager['email']
if 'email' not in this_manager: manager_email = None
this_team['manager_email'] = manager_email
if "is_owned_by_current_login" not in this_team: this_team["is_owned_by_current_login"] = None
#drop some keys
this_team.pop("managers", None)
this_team.pop("team_logos", None)
this_team.pop("roster_adds", None)
print str(this_manager['nickname'])
teams.append(this_team)
#get team roster
r = auth.api_query(y, roster_data(team_code, last_day))
this_roster = r['fantasy_content']['team']['roster']['players']['player']
for k in this_roster:
k['owner_email'] = manager_email
k['owner_guid'] = manager_guid
k['team_code'] = team_code
k['date_captured'] = last_day
k['season'] = this_league['season']
k['full_name'] = k['name']['full']
k['first_name'] = k['name']['ascii_first']
k['last_name'] = k['name']['ascii_last']
k['image_url'] = k['headshot']['url']
k['eligible_positions'] = k['eligible_positions']['position']
k['selected_position'] = k['selected_position']['position']
if "status" not in k: k["status"] = None
if "starting_status" not in k: k["starting_status"] = None
if "has_player_notes" not in k: k["has_player_notes"] = None
if "has_recent_player_notes" not in k: k["has_recent_player_notes"] = None
if "on_disabled_list" not in k: k["on_disabled_list"] = None
if "is_editable" not in k: k["is_editable"] = None
k.pop("headshot", None)
k.pop("name", None)
k.pop("editorial_player_key", None)
k.pop("editorial_team_key", None)
rosters.append(k)
#write data
data_to_csv(
target_dir="data",
data_to_write=leagues,
desired_name='leagues'
)
data_to_csv(
target_dir="data",
data_to_write=teams,
desired_name='teams'
)
data_to_csv(
target_dir="data",
data_to_write=rosters,
desired_name='rosters'
)