-
Notifications
You must be signed in to change notification settings - Fork 1
/
WRdatabase.py
270 lines (219 loc) · 10.1 KB
/
WRdatabase.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
import nfldb
import scoring
from datetime import datetime
__author__ = 'hayntopdawg'
def is_WR(pp):
if str(pp.player.position) == 'WR':
return True
elif str(pp.player.position) == 'TE':
return True
elif str(pp.player.position) == 'UNK' and str(pp.guess_position) == 'WR':
return True
else:
return False
def add_player(pp):
"""
Add player to players dictionary
"""
global players
players[pp.player_id] = {'name': pp.player.full_name,
'height': pp.player.height,
'weight': pp.player.weight,
'dob': pp.player.birthdate,
'seasons': {}}
def add_player_year(pp, season):
"""
Add player's season to players dictionary
"""
global players
years_pro = pp.player.years_pro
if years_pro is None:
years_pro = 0
players[pp.player_id]['seasons'][str(season)] = {'age': 0, # need to add method
'years_pro': years_pro, # need to add method
'weeks': {}}
def calc_age(player_id, season):
global players
# season start will be 9/1 of each year
season_start_date = datetime(int(season), 9, 1)
birthdate = datetime.strptime(players[player_id]['dob'], '%m/%d/%Y')
total_days = (season_start_date - birthdate).days
players[player_id]['seasons'][season]['age'] = int(total_days / 365)
# Assumes database is pulled up to current date
def correct_years_pro(player_id, db):
global players
db_season = nfldb.current(db)[1]
seasons = [s for s in players[player_id]['seasons']]
last_season_played = max(seasons)
for season in seasons:
# player retired
if int(db_season) - int(last_season_played) > 1:
players[player_id]['seasons'][season]['years_pro'] -= int(last_season_played) - int(season)
else:
players[player_id]['seasons'][season]['years_pro'] -= int(db_season) - int(season)
def add_player_week(pp, season, week):
"""
Add player's week to players dictionary
"""
players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)] = {'team': '',
'opponent': '',
'at_home': '', # boolean
'receiving_tar': 0,
'receiving_rec': 0,
'receiving_yds': 0,
'receiving_tds': 0,
'receiving_tds_bonus': 0,
'receiving_twopta': 0,
'receiving_twoptm': 0,
'rushing_att': 0,
'rushing_yds': 0,
'rushing_tds': 0,
'rushing_tds_bonus': 0,
'rushing_twopta': 0,
'rushing_twoptm': 0,
'passing_att': 0,
'passing_cmp': 0,
'passing_int': 0,
'passing_tds': 0,
'passing_tds_bonus': 0,
'passing_twopta': 0,
'passing_twoptm': 0,
'fumbles_lost': 0,
'fumbles_rec_tds': 0,
'kickret_tds': 0,
'puntret_tds': 0,
'fp': 0}
def get_game_info(pp, season, week, game):
global players
player = players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)]
team = pp.team
home = game.home_team
away = game.away_team
player['team'] = team
if team == home:
player['opponent'] = away
player['at_home'] = True
else:
player['opponent'] = home
player['at_home'] = False
def get_rec_stats(pp, season, week):
global players
player = players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)]
player['receiving_tar'] += pp.receiving_tar
player['receiving_rec'] += pp.receiving_rec
player['receiving_yds'] += pp.receiving_yds
player['receiving_twopta'] += pp.receiving_twopta
player['receiving_twoptm'] += pp.receiving_twoptm
if pp.receiving_tds:
# >= 50 yards
if pp.receiving_yds >= 50:
player['receiving_tds_bonus'] += pp.receiving_tds
# < 50 yards
else:
player['receiving_tds'] += pp.receiving_tds
def get_rush_stats(pp, season, week):
global players
player = players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)]
player['rushing_att'] += pp.rushing_att
player['rushing_yds'] += pp.rushing_yds
player['rushing_twopta'] += pp.rushing_twopta
player['rushing_twoptm'] += pp.rushing_twoptm
if pp.rushing_tds:
# >= 50 yards
if pp.rushing_yds >= 50:
player['rushing_tds_bonus'] += pp.rushing_tds
# < 50 yards
else:
player['rushing_tds'] += pp.rushing_tds
def get_pass_stats(pp, season, week):
global players
player = players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)]
player['passing_att'] += pp.passing_att
player['passing_cmp'] += pp.passing_cmp
player['passing_int'] += pp.passing_int
player['passing_twopta'] += pp.passing_twopta
player['passing_twoptm'] += pp.passing_twoptm
if pp.passing_tds:
# > 50 yards
if pp.passing_yds >= 50:
player['passing_tds_bonus'] += pp.passing_tds
else:
player['passing_tds'] += pp.passing_tds
def get_misc_stats(pp, season, week):
global players
player = players[pp.player_id]['seasons'][str(season)]['weeks'][str(week)]
player['fumbles_lost'] += pp.fumbles_lost
player['fumbles_rec_tds'] += pp.fumbles_rec_tds
player['kickret_tds'] += pp.kickret_tds
player['puntret_tds'] += pp.puntret_tds
def get_wr_stats(pp, season, week):
get_rec_stats(pp, season, week) # Receiving stats
get_rush_stats(pp, season, week) # Rushing stats
get_pass_stats(pp, season, week) # Passing stats
get_misc_stats(pp, season, week) # Misc stats
def get_fp(name, season, week):
global players
player = players[name]['seasons'][str(season)]['weeks'][str(week)]
player['fp'] = scoring.calc_off_fp(player)
def create_wr_db(seasons, weeks=range(1, 18)):
global players
players = {}
# Connect to database
db = nfldb.connect()
for season in seasons:
for week in weeks:
# Conduct a query
q = nfldb.Query(db)
games = q.game(season_year=season, season_type='Regular', week=week).as_games()
for game in games:
for pp in game.play_players:
# If player is a WR/TE or guess_position == WR
if is_WR(pp):
if pp.player_id not in players:
add_player(pp)
if str(season) not in players[pp.player_id]['seasons']:
add_player_year(pp, season)
# add calc_age
if str(week) not in players[pp.player_id]['seasons'][str(season)]['weeks']:
add_player_week(pp, season, week)
get_game_info(pp, season, week, game)
get_wr_stats(pp, season, week)
for player in players:
# calc years pro
correct_years_pro(player, db)
for season in players[player]['seasons']:
calc_age(player, season)
for week in players[player]['seasons'][season]['weeks']:
get_fp(player, season, week)
return players
if __name__ == '__main__':
seasons = range(2013, 2015)
weeks = range(1, 18)
players = create_wr_db(seasons, weeks)
i = 0
for player in players:
# print players[player]
# break
# if i > 5: break
# print player, players[player]
# print players[player]['name'], players[player]['seasons']['2014']['weeks']['1']['fp']
# i += 1
if i > 10: break
for season in players[player]['seasons']:
print "{} in the {} season played {} " \
"years and was {} years old".format(players[player]['name'],
season,
players[player]['seasons'][season]['years_pro'],
players[player]['seasons'][season]['age'])
# print type(season)
i += 1
# for player in players:
# for season in players[player]['seasons']:
# for week in players[player]['seasons'][season]:
# p = players[player]['seasons'][season][week]
# print p
# print type(p)
# print p['fp']
# break
# break
# break