forked from cboutaud/whoscraped
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpTwo.py
218 lines (179 loc) · 9.56 KB
/
pTwo.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
# -*- coding: utf-8 -*-
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from bs4 import BeautifulSoup
import time
import csv
#----------------------------------------------------------------------
# Output file
outputfile = open('players2.csv', 'wb')
csv_writer = csv.writer(outputfile)
csv_writer.writerow(["name","nat","tm","age","pos","cm","kg","app","min","G","A","yel","red","spG","pa%","aerWon","moM","tac","int","fouls","offW","clear","drbP","blcks","ownG","KP","drb","fouled","cOff","disp","unsT","avgP","crosses","longB","thrB"])
# Main
# Base URL
baseURL = 'https://www.whoscored.com/Teams/'
# Teams
eplTeams = ['13', '92', '15', '16', '158', '169', '24', # Arsenal, Bolton, Chelsea, Sunderland, Blackburn, Portsmouth, Aston Villa,
'26', '170', '161', '30', '31', '32', '96', # Liverpool, Fulham, Wolves, Tottenham, Everton, Manchester United, Stoke,
'29', '167', '184', '214', '194', '157'] # West Ham, Manchester City, Blackpool, Hull, Wigan, Birmingham
# Bournemouth 183
# Norwich 168
# Watford 27
# Leicester 14
# Burnley 184
# QPR 171
# Crystal Palace 162
# Hull 214
# Cardiff 188
# West Ham 29
# Reading 94
# Southampton 18
# Swansea 259
# Newcastle 23
# West Brom 175
# Blackpool 93
# Seasons 2009/2010 to 2015/2016
archiveUrls = ['/Archive?stageId=3115']
# [ '/Archive?stageId=12496'],
# '/Archive?stageId=9155',
# '/Archive?stageId=7794',
# '/Archive?stageId=6531',
# '/Archive?stageId=5476',
# '/Archive?stageId=4345',
# '/Archive?stageId=3115']
# Each team
for team in eplTeams:
# We will write from this dict
ALLTHEDAMNPLAYERS = {}
# Each season
for archive in archiveUrls:
# Make URL
finalURL = baseURL + team + archive
# Connect webdriver
browser = webdriver.PhantomJS()
browser.set_window_size(1920, 1080) # PhantomJS default to 400X300 is executable element outside might cause problem
browser.get(finalURL)
time.sleep(10)
# The different tables
tableNames = ['summary', 'defensive', 'offensive', 'passing']
# Load all tables in list
datas = []
# Get all tables
while len(datas) != 4:
for tableName in tableNames:
try:
element = WebDriverWait(browser, 10).until(EC.presence_of_element_located((By.CSS_SELECTOR, "a[href*='#team-squad-archive-stats-" + tableName + "']")))
time.sleep(10)
browser.execute_script("arguments[0].click();", element)
time.sleep(10)
except:
print "Problems with loading webpage in browser."
time.sleep(60)
print 'Sleeping for one minute. They I will try again'
# Get content
content = browser.page_source
soup = BeautifulSoup(''.join(content), 'lxml')
table = soup.find("div", {"id": "statistics-table-" + tableName }).find("tbody", {"id": "player-table-statistics-body"})
#Save data
datas.append(table)
print 'Data has length ' + str(len(datas)) + " at the moment."
browser.quit()
print ('')
print ("-----------THE DATA-----------")
print (team)
print (datas)
print ("------------------------------")
print ('')
# Action will be different for each table
j = 0
for data in datas:
# Get players
players = data.findAll("tr")
#Get stats
i = 0
while i < len(players):
stats = players[i].findAll("td")
if j == 0:
index = stats[0].get_text()
nation = stats[1].find("span").get("class")[2].rsplit('-', 1)[1]
name = stats[2].findChildren()[0].get_text().encode('utf-8').strip()
team = stats[2].findChildren()[2].get_text().rsplit(',', 1)[0]
age = stats[2].findChildren()[3].get_text()
pos = stats[2].findChildren()[4].get_text().split(',', 1)[1].strip()
cm = stats[3].get_text().strip()
kg = stats[4].get_text().strip()
apps = stats[5].get_text().strip()
mins = stats[6].get_text().strip()
goals = stats[7].get_text().strip()
assists = stats[8].get_text().strip()
yellow = stats[9].get_text().strip()
red = stats[10].get_text().strip()
SpG = stats[11].get_text().strip()
PassPer = stats[12].get_text().strip()
AerialsWon = stats[13].get_text().strip()
MotM = stats[14].get_text().strip()
ALLTHEDAMNPLAYERS[name] = []
ALLTHEDAMNPLAYERS[name].append(team)
ALLTHEDAMNPLAYERS[name].append(nation)
ALLTHEDAMNPLAYERS[name].append(age)
ALLTHEDAMNPLAYERS[name].append(pos)
ALLTHEDAMNPLAYERS[name].append(cm)
ALLTHEDAMNPLAYERS[name].append(kg)
ALLTHEDAMNPLAYERS[name].append(apps)
ALLTHEDAMNPLAYERS[name].append(mins)
ALLTHEDAMNPLAYERS[name].append(goals)
ALLTHEDAMNPLAYERS[name].append(assists)
ALLTHEDAMNPLAYERS[name].append(yellow)
ALLTHEDAMNPLAYERS[name].append(red)
ALLTHEDAMNPLAYERS[name].append(SpG)
ALLTHEDAMNPLAYERS[name].append(PassPer)
ALLTHEDAMNPLAYERS[name].append(AerialsWon)
ALLTHEDAMNPLAYERS[name].append(MotM)
if j == 1:
name = stats[2].findChildren()[0].get_text().encode('utf-8').strip()
tackles = stats[7].get_text().strip()
inter = stats[8].get_text().strip()
fouls = stats[9].get_text().strip()
offW = stats[10].get_text().strip()
clear = stats[11].get_text().strip()
drbP = stats[12].get_text().strip()
blocks = stats[13].get_text().strip()
ownG = stats[14].get_text().strip()
ALLTHEDAMNPLAYERS[name].append(tackles)
ALLTHEDAMNPLAYERS[name].append(inter)
ALLTHEDAMNPLAYERS[name].append(fouls)
ALLTHEDAMNPLAYERS[name].append(offW)
ALLTHEDAMNPLAYERS[name].append(clear)
ALLTHEDAMNPLAYERS[name].append(drbP)
ALLTHEDAMNPLAYERS[name].append(blocks)
ALLTHEDAMNPLAYERS[name].append(ownG)
if j == 2:
name = stats[2].findChildren()[0].get_text().encode('utf-8').strip()
KP = stats[10].get_text().strip()
drb = stats[11].get_text().strip()
fouled = stats[12].get_text().strip()
cOff = stats[13].get_text().strip()
disp = stats[14].get_text().strip()
unsT = stats[15].get_text().strip()
ALLTHEDAMNPLAYERS[name].append(KP)
ALLTHEDAMNPLAYERS[name].append(drb)
ALLTHEDAMNPLAYERS[name].append(fouled)
ALLTHEDAMNPLAYERS[name].append(cOff)
ALLTHEDAMNPLAYERS[name].append(disp)
ALLTHEDAMNPLAYERS[name].append(unsT)
if j == 3:
name = stats[2].findChildren()[0].get_text().encode('utf-8').strip()
avgP = stats[9].get_text().strip()
crosses = stats[11].get_text().strip()
longB = stats[12].get_text().strip()
thrB = stats[13].get_text().strip()
ALLTHEDAMNPLAYERS[name].append(avgP)
ALLTHEDAMNPLAYERS[name].append(crosses)
ALLTHEDAMNPLAYERS[name].append(longB)
ALLTHEDAMNPLAYERS[name].append(thrB)
i += 1
j += 1
for indiv in ALLTHEDAMNPLAYERS:
csv_writer.writerow([indiv,ALLTHEDAMNPLAYERS[indiv][0],ALLTHEDAMNPLAYERS[indiv][1],ALLTHEDAMNPLAYERS[indiv][2],ALLTHEDAMNPLAYERS[indiv][3],ALLTHEDAMNPLAYERS[indiv][4],ALLTHEDAMNPLAYERS[indiv][5],ALLTHEDAMNPLAYERS[indiv][6],ALLTHEDAMNPLAYERS[indiv][7],ALLTHEDAMNPLAYERS[indiv][8],ALLTHEDAMNPLAYERS[indiv][9],ALLTHEDAMNPLAYERS[indiv][10],ALLTHEDAMNPLAYERS[indiv][11],ALLTHEDAMNPLAYERS[indiv][12],ALLTHEDAMNPLAYERS[indiv][13],ALLTHEDAMNPLAYERS[indiv][14],ALLTHEDAMNPLAYERS[indiv][15],ALLTHEDAMNPLAYERS[indiv][16],ALLTHEDAMNPLAYERS[indiv][17],ALLTHEDAMNPLAYERS[indiv][18],ALLTHEDAMNPLAYERS[indiv][19],ALLTHEDAMNPLAYERS[indiv][20],ALLTHEDAMNPLAYERS[indiv][21],ALLTHEDAMNPLAYERS[indiv][22],ALLTHEDAMNPLAYERS[indiv][23],ALLTHEDAMNPLAYERS[indiv][24],ALLTHEDAMNPLAYERS[indiv][25],ALLTHEDAMNPLAYERS[indiv][26],ALLTHEDAMNPLAYERS[indiv][27],ALLTHEDAMNPLAYERS[indiv][28],ALLTHEDAMNPLAYERS[indiv][29],ALLTHEDAMNPLAYERS[indiv][30],ALLTHEDAMNPLAYERS[indiv][31],ALLTHEDAMNPLAYERS[indiv][32],ALLTHEDAMNPLAYERS[indiv][33]])