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scraper_trial.py
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scraper_trial.py
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from lxml import html
import requests
import sys
import time
import os
import datetime
import matplotlib
matplotlib.use('Agg')
import matplotlib.pyplot as plt
def tweet(post):
mod_post=post.replace(" ","%20")
mod_post=mod_post.replace("\r","%20")
mod_post=mod_post.replace("\t","%20")
mod_post=mod_post.replace("\n","%0A")
#print mod_post
os.system('curl -i http://localhost:5000/social_media/handler/'+mod_post+'/1')
now = datetime.datetime.now()
log=open('/home/mausam/crawlerlog.txt','a')
teamindex={'INDIA':'0','SRI LANKA':'1','NZ':'2','AUSTRALIA':'3','PAKISTAN':'4','BAN':'5','ENGLAND':'6','WEST INDIES':'7','SOUTH AFRICA':'8'}
teamanno={'India':'INDIA','Sri Lanka':'SRI LANKA','New Zealand':'NZ','Australia':'AUSTRALIA','Pakistan':'PAKISTAN','Bangladesh':'BAN','England':'ENGLAND','West Indies':'WEST INDIES','South Africa':'SOUTH AFRICA'}
rn=0
wn=0
rnminus1=0
wnminus1=0
prev_curr_data=""
prev_overs=0
url=str(sys.argv[1])
page = requests.get(url)
tree = html.fromstring(page.content)
matchinfo=tree.xpath('//div[@class="match-information-strip"]/text()')[0]
print matchinfo
tweet(matchinfo)
time.sleep(5)
log.write(matchinfo+"\n")
if len(matchinfo.split(','))>=2 and len(matchinfo.split(',')[1].split(' at '))>=2:
venue=matchinfo.split(',')[1].split(' at ')[1]
else:
venue=matchinfo.split(' at ')[1].split(',')[0]
print venue
team1=tree.xpath('//div[@class="team-1-name"]/text()')[0]
team2=tree.xpath('//div[@class="team-2-name"]/text()')[0]
venue_clus="1"
vfile=open('/home/mausam/venues.txt','r')
for vline in vfile:
if vline.split(',')[0]==venue:
venue_clus=vline.split(',')[1].rstrip('\n')
vfile.close()
target="0"
prev_seg=0
toss=0
prev_bmen=["",""]
prev_wicks=0
prev_half=["None"]
prev_full=["None"]
inn1graph=0
filename=str(now.year)+"-"+str(now.month)+"-"+str(now.day)+"-"+team1+"-"+team2+".txt"
#f=open('/home/mausam/newmatch/'+filename,'a')
while True:
time.sleep(2)
# get webpage contents from espncricinfo.com
try:
page = requests.get(url)
except requests.exceptions.RequestException as e:
print 'Request Exception... Trying again...'
log.write('Request Exception... Trying again...\n')
continue
tree = html.fromstring(page.content)
# get inning requirements
innreqr=tree.xpath('//div[@class="innings-requirement"]/text()')
# get current info for match
curr_data=tree.xpath('//head/title/text()')[0]
if curr_data==prev_curr_data:
continue
prev_curr_data=curr_data
print curr_data
team1=tree.xpath('//div[@class="team-1-name"]/text()')[0]
team2=tree.xpath('//div[@class="team-2-name"]/text()')[0]
if len(innreqr)==0:
continue
print innreqr[0]
log.write(innreqr[0]+"\n")
# get current runs from curr_data
runs=curr_data.split(' ')[1].split('/')[0]
# get current wickets from curr_data
if len(curr_data.split(' ')[1].split('/'))==2:
wicks=curr_data.split(' ')[1].split('/')[1]
else:
wicks="10"
if "won" in innreqr[0].split(' ') and "toss" in innreqr[0].split(' ') and toss==0:
print innreqr[0]
tweet(innreqr[0].rstrip('\r').lstrip('\t'))
time.sleep(1)
log.write(innreqr[0]+'\n')
toss=1
if "won" in innreqr[0].split(' ') and "toss" not in innreqr[0].split(' '):
print innreqr[0]
tweet(innreqr[0])
time.sleep(1)
log.write(innreqr[0]+'\n')
os.system('echo "done" | /home/kafka/Downloads/kafka/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic TutorialTopic > /dev/null')
time.sleep(10)
#plotting the 2nd innings graph
graphfile=open('/home/mausam/predscores.txt','r')
x=[]
y=[]
for line in graphfile:
x.append(int(line.split(',')[0])-1)
y.append(int(line.split(',')[1]))
final_score=[]
final_target=[]
for item in x:
final_score.append(int(runs))
final_target.append(int(target))
axes = plt.gca()
axes.set_xlim([0,9])
axes.set_ylim([0,400])
plt.plot(x,y)
plt.plot(x,final_score)
plt.plot(x,final_target)
plt.ylabel('Predicted score')
plt.xlabel('After # segments')
plt.savefig('/home/mausam/Graphs/graph2.png')
break
log.write(curr_data+"\n")
if len(curr_data.split('('))<2:
continue
#get current playing team
curr_team=curr_data.split(' ')[0]
# if match abandoned
if curr_data.find("Match abandoned") != -1:
print "Match Abandoned!"
tweet("Match abandoned")
time.sleep(2)
log.write("Match abandoned\n")
os.system('echo "done" | /home/kafka/Downloads/kafka/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic TutorialTopic > /dev/null')
break
# get current status from curr_data
if "-" in curr_data.split(' '):
status=curr_data.split(' - ')[1].split(' | ')[0]
else:
status="None"
# when innings break occurs
if status=="Innings break":
target=str(int(runs)+1)
rn=0
wn=0
wnminus1=0
rnminus1=0
tweet("End of 1st innings. Target set by "+curr_team+":"+target)
time.sleep(5)
log.write("End of 1st innings. Target set by "+curr_team+":"+target+"\n")
print "Innings break. Target: ",target
os.system('echo "innbreak" | /home/kafka/Downloads/kafka/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic TutorialTopic > /dev/null')
if inn1graph==0:
#plotting the 1st innings graph
graphfile=open('/home/mausam/predscores.txt','r')
x=[]
y=[]
for gline in graphfile:
x.append(int(gline.split(',')[0])-1)
y.append(int(gline.split(',')[1]))
final_score=[]
for item in x:
final_score.append(int(runs))
axes = plt.gca()
axes.set_xlim([0,9])
axes.set_ylim([0,400])
plt.plot(x,y)
plt.plot(x,final_score)
plt.ylabel('Predicted score')
plt.xlabel('After # segments')
plt.savefig('/home/mausam/Graphs/graph1.png')
plt.gcf().clear()
inn1graph=1
continue
#get overs and balls
overs=curr_data.split(' ')[2].split('(')[1].split('.')[0]
balls=curr_data.split(' ')[2].split('(')[1].split('.')[1]
# get current batsmen
bats1=curr_data.split(',')[1].split(' ')[:-1]
bats1run=curr_data.split(',')[1].split(' ')[-1].split('*')[0]
b1=""
x=1
while x<(len(bats1)-1):
b1=b1+bats1[x]+" "
x=x+1
b1=b1+bats1[x]
bats2run="0"
if len(curr_data.split(','))==4:
bats2=curr_data.split(',')[2].split(' ')[:-1]
bats2run=curr_data.split(',')[2].split(' ')[-1].split('*')[0]
elif len(curr_data.split(','))<=2:
time.sleep(1)
continue
#elif prev_bmen[1]!="None" and wicks>prev_wicks:
elif wicks>prev_wicks:
if len(curr_data.split(','))==4:
#print curr_data.split(',')[3].split(')')[0].split(' ')[:-1][0]
#print curr_data.split(',')[3].split(')')[0].split(' ')[:-1][1]
bowler=curr_data.split(',')[3].split(')')[0].split(' ')[:-1][1]+" "+curr_data.split(',')[3].split(')')[0].split(' ')[:-1][2]
elif len(curr_data.split(','))==3:
#print curr_data.split(',')[2].split(')')[0].split(' ')[:-1][0]
#print curr_data.split(',')[2].split(')')[0].split(' ')[:-1][1]
bowler=curr_data.split(',')[2].split(')')[0].split(' ')[:-1][1]+" "+curr_data.split(',')[2].split(')')[0].split(' ')[:-1][2]
if b1==prev_bmen[0]: # tweet when wicket loss
print "Wicket lost: "+prev_bmen[1]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls
tweet("Wicket lost: "+prev_bmen[1]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls)
time.sleep(1)
log.write("Wicket lost: "+prev_bmen[1]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls+"\n")
prev_wicks=wicks
else:
print "Wicket lost: "+prev_bmen[0]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls
tweet("Wicket lost: "+prev_bmen[0]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls)
time.sleep(1)
log.write("Wicket lost: "+prev_bmen[0]+"\nTaken out by: "+bowler+"\nCurrent score for "+curr_team+": "+runs+"-"+wicks+"\nOvers:"+overs+"."+balls+"\n")
prev_wicks=wicks
bats2=[" ","None"]
#continue
b2=""
x=1
while x<(len(bats2)-1):
b2=b2+bats2[x]+" "
x=x+1
b2=b2+bats2[x]
prev_bmen[1]=b2
prev_bmen[0]=b1
if int(bats1run)>=50 and int(bats1run)<56: #tweet when 50s or 100s for batsmen
if b1 not in prev_half:
print b1," scored a half century!"
tweet(b1+" scored a half century! ")
time.sleep(1)
log.write(b1+" scored a half century!\n")
prev_half.append(b1)
if int(bats1run)>=100 and int(bats1run)<106:
if b1 not in prev_full:
print b1," scored a century!!"
tweet(b1+" scored a century!! ")
time.sleep(1)
log.write(b1+" scored a century!\n")
prev_full.append(b1)
if int(bats2run)>=50 and int(bats2run)<56:
if b2 not in prev_half:
print b2," scored a half century!"
tweet(b2+" scored a half century! ")
time.sleep(1)
log.write(b2+" scored a half century!\n")
prev_half.append(b2)
if int(bats2run)>=100 and int(bats2run)<106:
if b2 not in prev_full:
print b2," scored a century!!"
tweet(b2+" scored a century!! ")
time.sleep(1)
log.write(b2+" scored a century!\n")
prev_full.append(b2)
print b1," score:",int(bats1run)
log.write(b1+" score:"+bats1run+"\n")
print b2," score:",int(bats2run)
log.write(b2+" score:"+bats2run+"\n")
if balls=="":
balls="0"
# get batsmen cluster IDs
bats1clusID="3"
bats2clusID="3"
bfile=open('/home/mausam/batsmen_cluster.csv','r')
for bline in bfile:
if bline.split(',')[0]==b1:
bats1clusID=bline.split(',')[2].rstrip('\n')
if bline.split(',')[0]==b2:
bats2clusID=bline.split(',')[2].rstrip('\n')
bfile.close()
'''# get current segment
segment=(int(overs)/5)+1
if segment==prev_seg:
continue
prev_seg=segment'''
'''# get current team IDs
if teamanno[team1]==curr_team:
team2=teamindex[teamanno[team2]]
team1=teamindex[curr_team]
else:
team2=teamindex[teamanno[team1]]
team1=teamindex[curr_team]'''
# get current team IDs
if teamanno[team1]==curr_team:
pass
else:
temp=team1
team1=team2
team2=temp
#process overs other than end of segment
if int(overs)%5!=0 and (balls=="0" or balls=="1"):
'''# get batsmen cluster IDs
bats1clusID="3"
bats2clusID="3"
bfile=open('/home/mausam/batsmen_cluster.csv','r')
for bline in bfile:
if bline.split(',')[0]==b1:
bats1clusID=bline.split(',')[2].rstrip('\n')
if bline.split(',')[0]==b2:
bats2clusID=bline.split(',')[2].rstrip('\n')
bfile.close()
# get current segment
segment=(int(overs)/5)+1
if segment==prev_seg:
continue
prev_seg=segment
# get current team IDs
if teamanno[team1]==curr_team:
team2=teamindex[teamanno[team2]]
team1=teamindex[curr_team]
else:
team2=teamindex[teamanno[team1]]
team1=teamindex[curr_team]
# get r(n), w(n), r(n-1), w(n-1)
rnminus1=rnminus1+rn
wnminus1=wnminus1+wn
rn=int(runs)-rnminus1
wn=int(wicks)-wnminus1
#print segment
print team1
print team2
print curr_team
print runs
print wicks
print b1
print b2
print overs
print balls
# create input argument for kafka message queue
kafkaargs="segment:"+str(segment)+",team1:"+team1+",team2:"+team2+",r(n-1):"+str(rnminus1)+",w(n-1):"+str(wnminus1)+",bats1:"+bats1clusID+",bats2:"+bats2clusID+",venue cluster:"+venue_clus+",r(n):"+str(rn)+",w(n):"+str(wn)+",target:"+str(target)
print kafkaargs
log.write(kafkaargs+"\n")
os.system('echo "'+kafkaargs+'" | /home/kafka/Downloads/kafka/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic TutorialTopic > /dev/null')
time.sleep(8)
#f.write(kafkaargs+"\n")'''
print 'eoo...'
print overs
print prev_overs
if overs>prev_overs:
log.write("Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs+"\n")
tweet("Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs)
time.sleep(1)
print "Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs
time.sleep(8)
prev_overs=overs
'''elif balls=="0":
print "here"
if overs>prev_overs:
log.write("Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs+"\n")
tweet("Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs)
time.sleep(1)
print "Current score for "+curr_team+": "+runs+"-"+wicks+"\n"+b1+" : "+bats1run+"\n"+b2+" : "+bats2run+"\nOvers: "+overs
time.sleep(8)
prev_overs=overs'''
#send continuous data to flink
kafkaargs="overs:"+overs+",balls:"+balls+",team1:"+team1+",team2:"+team2+",runs:"+runs+",wickets:"+wicks+",bats1:"+bats1clusID+",bats2:"+bats2clusID+",venue cluster:"+venue_clus+",target:"+str(target)
print kafkaargs
log.write(kafkaargs+"\n")
os.system('echo "'+kafkaargs+'" | /home/kafka/Downloads/kafka/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic TutorialTopic > /dev/null')
time.sleep(1)
#f.close()
log.close()