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wb4m4_all.py
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wb4m4_all.py
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#!/usr/bin/python
import urllib2
import xml.etree.ElementTree as ET
import datetime
from bs4 import BeautifulSoup
import re
import csv
import time
from datetime import date
from datetime import timedelta
from datetime import datetime
import pytz
import gspread
import MySQLdb
import MySQLdb.cursors
import string
import collections
import copy
import pickle
import json
import numpy
import pdb
db= MySQLdb.connect(user='root' , passwd='andnotbut', db='wb3m4')
cursor = db.cursor()
dbd = MySQLdb.connect(user='root' , passwd='andnotbut', db='wb3m4',cursorclass=MySQLdb.cursors.DictCursor)
cursord = dbd.cursor()
def hist(s):
d = {}
for i in s.upper():
if i.isalpha():
d[i] = d[i] + 1 if i in d else 1
for k in sorted(d.keys()):
print k*d[k]
def getGamesForPlayer(player_id):
n = cursord.execute('select * from info where player=%s order by date,id'%(str(player_id)))
if n > 0:
res = cursord.fetchall()
return res
else:
return None
def printGameToCSV(file,g,first):
fnames = ['team', 'first_name','last_name','player','date','gamekey','status','pitcherp','W','SV','ER','QS','DP','HR','SB','H','ASS','BB']
w = csv.DictWriter(file,fnames,extrasaction='ignore')
if first:
w.writer.writerow(fnames)
w.writerow(g)
def addUpdate(d,key,val):
if key in d:
d[key] = d[key] + val
else:
d[key] = val
return d
def getLastNameCount(t):
players = t['batters'] + t['pitchers']
lastlets = ''.join([x['name'][0][0] for x in players])
return collections.Counter(lastlets).most_common()[0][1]
def getLongestStreak(x,onlyLatest=False):
stk_n = 0
in_stk = 0
max_stk = 0
for xx in x:
if xx:
if in_stk:
stk_n = stk_n+1
else:
stk_n = 1
in_stk = 1
else:
in_stk = 0
stk_n = 0
if stk_n > max_stk:
max_stk = stk_n
if (onlyLatest):
return stk_n
else:
return max_stk
def teamScore(t,onlyLatest=False):
team_w = {}
team_sv = {}
team_hr = {}
team_sb = {}
team_h = 0
team_bb = 0
team_ass = 0
team_qs = 0
team_dp = 0
team_er = 0
tscore = {}
tscore['team_name'] = t['team_name']
team_name_streak = getLastNameCount(t)
for b in t['batters']:
gs = getGamesForPlayer(b['id'])
if gs:
hs = [int(x['H']>0) for x in gs]
bbs = [int(x['BB']>0) for x in gs]
asss = [int(x['ASS']>0) for x in gs]
hrs = [int(x['HR']>0) for x in gs]
sbss = [int(x['SB']>0) for x in gs]
dates = [x['date'] for x in gs]
team_h = team_h + getLongestStreak(hs,onlyLatest)
team_bb = team_bb + getLongestStreak(bbs,onlyLatest)
team_ass = team_ass + getLongestStreak(asss,onlyLatest)
for d,hhh in zip(dates,hrs):
team_hr = addUpdate(team_hr,d,hhh)
for d,sss in zip(dates,sbss):
team_sb = addUpdate(team_sb,d,sss)
shr = [x for x in team_hr.iteritems()]
shr.sort(key=lambda x: x[0])
team_hr_streak = getLongestStreak([x[1] for x in shr],onlyLatest)
ssb = [x for x in team_sb.iteritems()]
ssb.sort(key=lambda x: x[0])
team_sb_streak = getLongestStreak([x[1] for x in ssb],onlyLatest)
tscore['H']=team_h
tscore['ASS']=team_ass
tscore['BB']=team_bb
tscore['HR'] = team_hr_streak
tscore['SB'] = team_sb_streak
for b in t['pitchers']:
gs = getGamesForPlayer(b['id'])
if gs:
qss = [int(x['QS']>0) for x in gs]
dps = [int(x['DP']>0) for x in gs]
ers = [int(x['ER']<1) for x in gs]
ws = [int(x['W']>0) for x in gs]
svs = [int(x['SV']>0) for x in gs]
dates = [x['date'] for x in gs]
team_qs = team_qs + getLongestStreak(qss,onlyLatest)
team_dp = team_dp + getLongestStreak(dps,onlyLatest)
team_er = team_er + getLongestStreak(ers,onlyLatest)
for d,www in zip(dates,ws):
team_w = addUpdate(team_w,d,www)
for d,sss in zip(dates,svs):
team_sv = addUpdate(team_sv,d,sss)
sw = [x for x in team_w.iteritems()]
sw.sort(key=lambda x: x[0])
team_w_streak = getLongestStreak([x[1] for x in sw],onlyLatest)
ssv = [x for x in team_sv.iteritems()]
ssv.sort(key=lambda x: x[0])
team_sv_streak = getLongestStreak([x[1] for x in ssv],onlyLatest)
tscore['QS'] = team_qs
tscore['DP'] = team_dp
tscore['ER'] = team_er
tscore['W'] = team_w_streak
tscore['SV'] = team_sv_streak
tscore['team_name_streak'] = team_name_streak
return tscore
def printTeamToCSV(t,file,first):
tname = t['team_name']
for b in t['batters']:
gs = getGamesForPlayer(b['id'])
if gs:
for g in gs:
g['team'] = t['team_name']
g['first_name'] = b['name'][1]
g['last_name'] = b['name'][0]
printGameToCSV(file, g,first)
first = 0
for b in t['pitchers']:
gs = getGamesForPlayer(b['id'])
if gs:
for g in gs:
g['team'] = t['team_name']
g['first_name'] = b['name'][1]
g['last_name'] = b['name'][0]
printGameToCSV(file, g,first)
first = 0
#Use this to print out team CSV
def printTeamsCSV(file):
f = open(file,'wb')
teams = getTeams()
first = 1
for t in teams:
printTeamToCSV(t,f,first)
first = 0
f.close()
def printTeamScores():
teams = getTeams()
for t in teams:
ts = teamScore(t)
print ts
def getTeamScores(onlyLatest=False):
teams = getTeams()
tscores = []
for t in teams:
dts = teamScore(t,onlyLatest)
dts['team_name'] = t['team_name']
tscores.append(dts)
return tscores
def scoreVector(v):
res = [0 for x in v]
i=0
for x in v:
res[i] = 0.5+ sum( [float(x > y) for y in v]) + 0.5*sum([float(x==y) for y in v])
i = i+1
return res
def scoreSingle(v,i):
x = v[i]
res = 0.5+ sum( [float(x > y) for y in v]) + 0.5*sum([float(x==y) for y in v])
return res
def getVictoryPoints(ts):
#return a list of dictonaries with the season-point scores
#Total Bases, Runs, SB, SF + SH, BB;
#Quality Starts, x Runs Allowed, Saves, Holds, x Strikeouts
fnames_for_scoring = ['team','ops','barisp','dpt','sb','rbiab','holds','baa','whip','k','ip','losses','total']
tsc = copy.deepcopy(ts)
vsc = []
for tsii in tsc:
tsii['total'] = 0
for lab in fnames_for_scoring[1:len(fnames_for_scoring)-1]:
nteams = len(tsc)
for tt in range(0,nteams):
dascore = scoreSingle([x[lab] for x in ts],tt)
tsc[tt][lab] = dascore
tsc[tt]['total'] = tsc[tt]['total'] + dascore
return tsc
def lookupPlayer(lastname,players):
pls = [x for x in players.values() if x['last']==lastname]
for p in pls:
print p['boxname'] + ' ' + p['id']
def getID(player):
#player is a list with [lastname,firstname]
#print player
#print "in getID, player is " + player[1] +','+player[0]
db = MySQLdb.connect(user='root',passwd='andnotbut',db='gameday')
cursor = db.cursor()
rt = cursor.execute("select id from player where first_name='"+player[1]+"' and last_name='"+player[0]+"'")
res = cursor.fetchone()
try:
return(int(res[0]))
except:
print "error -- can't find player " + str(player)
def makeTeamDict(tname,hit_teams,pit_teams,offset,m1,m2,m3):
dd = {}
dd['team_name'] = tname
dd['hit_teams'] = hit_teams
dd['pit_teams'] = pit_teams
dd['salary'] = offset
dd['m1'] = m1
dd['m2'] = m2
dd['mtotal'] = m1+m2
return dd
def extractTeam(team,label,ts):
matches = [x['team_name'] for x in ts if team in x[label]]
if len(matches) > 0:
return matches[0]
else:
return ''
def getFilledTeams(date1,date2):
ts = getTeams()
(press,bress) = CompileRangeGames(date1,date2)
for t in ts:
#Total Bases, Runs, SB, SF + SH, BB;
#Quality Starts, x Runs Allowed, Saves, Holds, x Strikeouts
pits = [p['id'] for p in t['pitchers']]
bats = [b['id'] for b in t['batters']]
mysum=lambda players,label,llist:sum([int(x[label]) for x in llist if int(x['id']) in players])
mywinsum =lambda players,label,llist:sum([int(x[label]) for x in llist if int(x['id']) in players and x['wasawin']])
hitlabels = [x for x in bress[0].keys() if x not in ['id','wasawin','gid']]
pitlabels = [x for x in press[0].keys() if x not in ['id','wasawin','gid']]
hitstats = {}
pitstats = {}
for label in hitlabels:
hitstats[label] = mysum(bats,label,bress)
# hitstats['all_'+label] = mysum(bats,label,bress)
for label in pitlabels:
pitstats[label] = mysum(pits,label,press)
# pitstats['all_'+label] = mysum(bats,label,bress)
t['pitstats'] = pitstats
t['hitstats'] = hitstats
#Now make the actual stats
hs = hitstats
ps = pitstats
hs['tb'] = hs['hits']+hs['doubles']+hs['triples']*2+hs['hr']*3
if hs['ab'] == 0:
t['slg'] = 0
else:
t['slg'] = (float(hs['tb']/float(hs['ab'])))
if (hs['ab']+hs['bb']+hs['sf']+hs['hbp']) == 0:
t['obp'] = 0
else:
t['obp'] = float(hs['hits']+hs['bb']+hs['hbp'])/float(hs['ab']+hs['bb']+hs['sf']+hs['hbp'])
t['ops'] = round(t['slg'] + t['obp'],5)
if (hs['abrisp']) == 0:
t['barisp'] = 0
else:
t['barisp'] = round(float(hs['hrisp'])/float(hs['abrisp']),5)
t['sb'] = hs['sb']
t['dpt'] = hs['doubles']+hs['triples']
if (hs['ab'] == 0):
t['rbiab'] = 0
else:
t['rbiab'] = round(float(hs['rbi'])/float(hs['ab']),5)
t['holds'] = ps['holds']
t['ip'] = round(float(ps['outs'])/3.0,3)
if t['ip'] == 0:
t['whip'] = -30
else:
t['whip'] = -round(float(ps['bb']+ps['hits'])/(float(t['ip'])),5)
if ps['ab'] == 0:
t['baa'] = 1.0
else:
t['baa'] = -round(float(ps['hits'])/float(ps['ab']),5)
t['k'] = float(ps['k'])
return ts,press,bress
def getTeamsJune():
ts = [];
team_names = ['Detroit Noojies (aka dbags)','No-Talent Ass Clowns', 'Portlandia Misfits', 'The Rube', 'Paly Players', 'Dr. Watson', 'Buena Vista Bottoms', 'Damnedest of the Nice']
#def makeTeamDict(tname,hit_teams,pit_teams,m1,m2):
ts.append(makeTeamDict(team_names[0],['chn','cin','lan'],['cle','mil','was'],-4,4,4))
ts.append(makeTeamDict(team_names[1],['ari','mil','sdn'],['cha','ana','sln'],0,5.5,1))
ts.append(makeTeamDict(team_names[2],['col','hou','sfn'],['chn','nya','sfn'],-4,5.5,4))
ts.append(makeTeamDict(team_names[3],['mia','oak','was'],['cin','pit','sea'],4,3,2))
ts.append(makeTeamDict(team_names[4],['kca','pit','sln'],['hou','kca','tex'],0,1,6))
ts.append(makeTeamDict(team_names[5],['bos','cle','tba'],['ari','nyn','sdn'],-4,7,7.5))
ts.append(makeTeamDict(team_names[6],['det','min','tor'],['lan','mia','oak'],0,2,4))
ts.append(makeTeamDict(team_names[7],['atl','bal','tex'],['atl','det','tba'],0,8,7.5))
return ts
def getTeamsMay():
ts = [];
team_names = ['Detroit Noojies (aka dbags)','No-Talent Ass Clowns', 'Portlandia Misfits', 'The Rube', 'Paly Players', 'Dr. Watson', 'Buena Vista Bottoms', 'Damnedest of the Nice']
ts.append(makeTeamDict(team_names[0],'13','2392','2889',4))
ts.append(makeTeamDict(team_names[1],'4169','3312','5',5.5))
ts.append(makeTeamDict(team_names[2],'680','15','2680',5.5))
ts.append(makeTeamDict(team_names[3],'14','10','17',3))
ts.append(makeTeamDict(team_names[4],'16','2602','3313',1))
ts.append(makeTeamDict(team_names[5],'2','7','32',7))
ts.append(makeTeamDict(team_names[6],'4','19','2394',2))
ts.append(makeTeamDict(team_names[7],'12','2681','3309',8))
return ts
def getTeams():
team_names = ['Detroit Tednugents','No-Talent Ass Clowns', 'Portlandia Misfits', 'The Rube', 'Paly Players', 'Dr. Watson', 'Buena Vista Bottoms', 'Damnedest of the Nice']
losses = [664,569,569, 600, 571, 636, 609, 575]
m1 = [4,5.5,5.5,3, 1, 7, 2, 8]
m2 = [4, 1, 4,2, 6,7.5, 4,7.5, ]
m3 = [3, 7,5.5,8, 2, 1,5.5, 4, ]
players = pickle.load(open('/home/eddie7/code/players_wb4m4.p','rb'))
pitchers = [];
pitchers.append([519293,543243,477132,431148,447714,519267])#brad
pitchers.append([502042,453329,489265,453562,544931,425844])#brent
pitchers.append([434628,450212,429717,502188,453286,430935])#scott
pitchers.append([446372,434538,425657,519242,517593,456501])#John
pitchers.append([518813,471911,453343,461833,519455,518886])#jesse
pitchers.append([518516,434378,453178,502202,571666,605476])#dave
pitchers.append([453265,433587,518774,547888,452657,448306])#martin
pitchers.append([572971,543037,547973,594798,605228,456034])#tom
batters = [];
batters.append([460026,452252,543401,133380,593428,453568,545361,519184,457803])#brad
batters.append([457763,502671,622110,592178,493351,488726,430945,571740,624577])#brent
batters.append([519390,519203,514888,453943,407908,502110,458731,456715,572821])#scott
batters.append([431145,458015,450314,571448,543063,461314,542303,547180,592518])#john
batters.append([452095,408236,429664,518626,408314,457705,443558,457708,405395])#jesse
batters.append([501647,425902,543829,134181,453064,460075,460576,493316,467055])#dave
batters.append([518960,408234,543281,630111,434670,605141,466320,471865,120074])#martin
batters.append([435263,547989,605412,121347,543760,516782,430832,453056,429665])#tom
teams = []
i=0
for team_name in team_names:
fbs = [];
fps = [];
for b in batters[i]:
player = players[str(b)]
fbs.append({'name':player['name'],'id':b})
for p in pitchers[i]:
player = players[str(p)]
fps.append({'name':player['name'],'id':p})
teams.append({'team_name':team_name, 'batters':fbs, 'pitchers':fps, 'losses':losses[i], 'm1':m1[i],'m2':m2[i],'m3':m3[i],'mtotal':m1[i]+m2[i]+m3[i]})
i=i+1
return teams
def printTeams():
teams = getTeams()
for team in teams:
print 'Team name is ' + team['team_name']
for batter in team['batters']:
print 'Batter: ' + batter['name'] + ' id: ' + str(batter['id'])
for pitcher in team['pitchers']:
print 'Pitcher: ' + pitcher['name'] + ' id: ' + str(pitcher['id'])
def SetFieldNames():
"""returns the list of fieldnames for the dictwriter"""
return ['gameid', 'away_team', 'home_team', 'inningnum', 'score', 'away_team_runs', 'home_team_runs', 'next', 'num', 'b', 's', 'o', 'start_tfs', 'start_tfs_zulu', 'batter', 'battingteam', 'stand', 'b_height', 'pitcher', 'p_throws', 'playdes', 'esplaydes', 'event', 'des', 'des_es', 'id', 'on_1b', 'on_2b', 'on_3b', 'type', 'tfs', 'tfs_zulu', 'x', 'y', 'sv_id', 'start_speed', 'end_speed', 'sz_top', 'sz_bot', 'pfx_x', 'pfx_z', 'px', 'pz', 'x0', 'y0', 'z0', 'vx0', 'vy0', 'vz0', 'ax', 'ay', 'az', 'break_y', 'break_angle', 'break_length', 'pitch_type', 'type_confidence', 'zone', 'nasty', 'spin_dir', 'spin_rate', 'cc', 'mt']
def CreateWriter(file):
"""takes an open, writable CSV file, creates a dict writer for parse games function"""
fieldnames = SetFieldNames()
return csv.DictWriter(file, delimiter = ',', fieldnames = fieldnames)
def GetGamePlayers(gameid):
"""Takes MLB gameid string, returns an elementtree object containing all players"""
year, month, day = gameid[0:4], gameid[5:7], gameid[8:10] #extract date info from the gameid string
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_' #set URL beginning
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/gid_' + gameid + '/players.xml' #construct full URL for the players XML file
try:
return ET.parse(urllib2.urlopen(fullURL)) # Tries to return the parsed game element from the XML file if the URL can be opened. If it can't
except: # (this only is the case for some extra 2012 Marlins gameids as far as I know), returns none
return None #
def GetGameBox(gameid):
"""Takes MLB gameid string, returns an elementtree object containing all game events"""
year, month, day = gameid[0:4], gameid[5:7], gameid[8:10] #extract date info from the gameid string
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_' #set URL beginning
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/gid_' + gameid + '/rawboxscore.xml' #construct full URL for the game event XML file
try:
return ET.parse(urllib2.urlopen(fullURL)) # Tries to return the parsed game element from the XML file if the URL can be opened. If it can't
except: # (this only is the case for some extra 2012 Marlins gameids as far as I know), returns none
return None #
def GetGame(gameid):
"""Takes MLB gameid string, returns an elementtree object containing all game events"""
year, month, day = gameid[0:4], gameid[5:7], gameid[8:10] #extract date info from the gameid string
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_' #set URL beginning
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/gid_' + gameid + '/inning/inning_all.xml' #construct full URL for the game event XML file
try:
return ET.parse(urllib2.urlopen(fullURL)) # Tries to return the parsed game element from the XML file if the URL can be opened. If it can't
except: # (this only is the case for some extra 2012 Marlins gameids as far as I know), returns none
return None #
def GetGameEvents(gameid):
"""Takes MLB gameid string, returns an elementtree object containing all game events"""
year, month, day = gameid[0:4], gameid[5:7], gameid[8:10] #extract date info from the gameid string
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_' #set URL beginning
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/gid_' + gameid + '/game_events.xml' #construct full URL for the game event XML file
try:
return ET.parse(urllib2.urlopen(fullURL)) # Tries to return the parsed game element from the XML file if the URL can be opened. If it can't
except: # (this only is the case for some extra 2012 Marlins gameids as far as I know), returns none
return None #
#HR- gettable from boxcar json, a bit tricky...
#Triples - gettable from json, a bit tricky
#Game time, boxscore json (time) [ might be confused by multi-day games? ]
#LOB -- can get from boxscore, a bit ugly...
#Attendance, boxscore json
# Temperature, boxscore json, weather
def GetGameBoxScoreJson(gameid):
"""Takes MLB gameid string, returns an elementtree object containing all game events"""
year, month, day = gameid[0:4], gameid[5:7], gameid[8:10] #extract date info from the gameid string
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_' #set URL beginning
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/gid_' + gameid + '/boxscore.json' #construct full URL for the game event XML file
try:
page = urllib2.urlopen(fullURL)
data = page.read()
jdata = json.loads(data)
return jdata
except: # (this only is the case for some extra 2012 Marlins gameids as far as I know), returns none
print 'huh?'
return None #
def makePitcherDict(pp,p_atbats,wasawin,gid):
pit = {}
pit['id'] = pp['id']
pit['wasawin'] = wasawin
if 'note' in pp.keys() and '(H' in pp['note']:
pit['holds'] = 1
else:
pit['holds'] = 0
pit['bb'] = pp['bb']
pit['ab'] = atbatsFromAtBats(pp['id'],p_atbats)
pit['hits'] = pp['h']
pit['k'] = pp['so']
pit['outs'] = pp['out']
pit['gid'] = gid
return pit
def makeBatterDict(bb,b_abrisp,wasawin,gid):
bat = {}
bat['id'] = bb['id']
bat['wasawin'] = wasawin
bat['hits'] = bb['h']
bat['doubles'] = bb['d']
bat['triples'] = bb['t']
bat['hr'] = bb['hr']
bat['bb'] = bb['bb']
bat['hbp'] = bb['hbp']
bat['ab'] = bb['ab']
bat['sf'] = bb['sf']
bat['hrisp'] = hitsFromAtBats(bb['id'],b_abrisp)
bat['abrisp'] = atbatsFromAtBats(bb['id'],b_abrisp)
bat['sb'] = bb['sb']
bat['rbi'] = bb['rbi']
bat['gid'] = gid
return bat
def ExtractPlayerInfo(gg,p_atbats,b_abrisp):
batters = []
pitchers = []
if (gg['data']['boxscore']['status_ind'] == 'F'):
home_win = int(gg['data']['boxscore']['linescore']['home_team_runs']) > int(gg['data']['boxscore']['linescore']['away_team_runs'])
bats = gg['data']['boxscore']['batting']
bh = [b for b in bats if b['team_flag']=='home']
ba = [b for b in bats if b['team_flag']=='away']
hbats = bh[0]['batter']
abats =ba[0]['batter']
gid = gg['data']['boxscore']['game_id']
h_batters = [makeBatterDict(bb,b_abrisp,home_win,gid) for bb in hbats]
a_batters = [makeBatterDict(bb,b_abrisp,not home_win,gid) for bb in abats]
batters.extend(h_batters)
batters.extend(a_batters)
pits = gg['data']['boxscore']['pitching']
ph = [p for p in pits if p['team_flag']=='home']
pa = [p for p in pits if p['team_flag']=='away']
hpits = ph[0]['pitcher']
if type(hpits) is dict:
hpits= [hpits]
apits = pa[0]['pitcher']
if type(apits) is dict:
apits= [apits]
h_pitchers = [makePitcherDict(pp,p_atbats,home_win,gid) for pp in hpits]
a_pitchers = [makePitcherDict(pp,p_atbats,not home_win,gid) for pp in apits]
pitchers.extend(h_pitchers)
pitchers.extend(a_pitchers)
return (pitchers,batters)
#
"""Takes json dictionary of all boxscore, returns relevant stuff"""
retval = [];
badval = [];
res = {}
resH = {};
resA = {};
try:
resH['team'] = dd['data']['boxscore']['home_team_code']
resH['runs_for'] = int(dd['data']['boxscore']['linescore']['home_team_runs'])
resH['runs_against'] = int(dd['data']['boxscore']['linescore']['away_team_runs'])
resH['game_id'] = dd['data']['boxscore']['game_id']
resA['team'] = dd['data']['boxscore']['away_team_code']
resA['runs_for'] = int(dd['data']['boxscore']['linescore']['away_team_runs'])
resA['runs_against'] = int(dd['data']['boxscore']['linescore']['home_team_runs'])
resA['game_id'] = dd['data']['boxscore']['game_id']
bats = dd['data']['boxscore']['batting']
bh = [b for b in bats if b['team_flag']=='home']
ba = [b for b in bats if b['team_flag']=='away']
resH['bb'] = bh[0]['bb']
resA['bb'] = ba[0]['bb']
pits = dd['data']['boxscore']['pitching']
ph = [p for p in pits if p['team_flag']=='home']
pa = [p for p in pits if p['team_flag']=='away']
resH['so'] = int(ph[0]['so'])
resA['so'] = int(pa[0]['so'])
#Total Bases, Runs, SB, SF + SH, BB;
bh_list = bh[0]['batter']
ba_list = ba[0]['batter']
resH['hr'] = sum([int(x['hr']) for x in bh_list])
resA['hr'] = sum([int(x['hr']) for x in ba_list])
resH['t'] = sum([int(x['t']) for x in bh_list])
resA['t'] = sum([int(x['t']) for x in ba_list])
resH['d'] = sum([int(x['d']) for x in bh_list])
resA['d'] = sum([int(x['d']) for x in ba_list])
resH['h'] = sum([int(x['h']) for x in bh_list])
resA['h'] = sum([int(x['h']) for x in ba_list])
resH['tb'] = resH['h'] + resH['hr']*3 + resH['t']*2 + resH['d']
resA['tb'] = resA['h'] + resA['hr']*3 + resA['t']*2 + resA['d']
resH['sac'] = sum([int(x['sac']) for x in bh_list])
resA['sac'] = sum([int(x['sac']) for x in ba_list])
resH['sf'] = sum([int(x['sf']) for x in bh_list])
resA['sf'] = sum([int(x['sf']) for x in ba_list])
resH['sacsf'] = int(resH['sac']) + int(resH['sf'])
resA['sacsf'] = int(resA['sac']) + int(resA['sf'])
resH['bb'] = sum([int(x['bb']) for x in bh_list])
resA['bb'] = sum([int(x['bb']) for x in ba_list])
resH['sb'] = sum([int(x['sb']) for x in bh_list])
resA['sb'] = sum([int(x['sb']) for x in ba_list])
#Total Bases, Runs, SB, SF + SH, BB;
#Quality Starts, x Runs Allowed, Saves, Holds, x Strikeouts
ph_list = ph[0]['pitcher']
pa_list = pa[0]['pitcher']
if isinstance(pa_list,(dict)):
pa_list = [pa_list]
if isinstance(ph_list,(dict)):
ph_list = [ph_list]
resH['saves'] = len([s for s in ph_list if 'save' in s.keys()])
resA['saves'] = len([s for s in pa_list if 'save' in s.keys()])
#ok, futzing....
notesH = [p['note'] for p in ph_list if 'note' in p.keys()]
notesA = [p['note'] for p in pa_list if 'note' in p.keys()]
resH['holds'] = len([x for x in notesH if '(H' in x])
resA['holds'] = len([x for x in notesA if '(H' in x])
outsH = int(ph_list[0]['out'])
outsA = int(pa_list[0]['out'])
erH = int(ph_list[0]['er'])
erA = int(pa_list[0]['er'])
if erH <= 3 and outsH >= 18:
resH['qs'] = 1
else:
resH['qs'] = 0
if erA <= 3 and outsA >= 18:
resA['qs'] = 1
else:
resA['qs'] = 0
except:
print 'no data yet'
print resH
print resA
fres = res
res = {}
#pdb.set_trace()
resH = {}
resA = {}
if (len(resH) > 0):
retval.append(resH)
if (len(resA) > 0):
retval.append(resA)
return retval
def TodaysGames():
"""Returns a list of gameids corresponding to games on the current date"""
# today = datetime.date.today().__str__()
today = date.today().__str__()
year, month, day = today[0:4], today[5:7], today[8:10]
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_'
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/'
return [a.text.strip()[4:-1] for a in BeautifulSoup(urllib2.urlopen(fullURL)).find_all('li',text=re.compile("gid_"))]
def DateGames(date):
"""Takes a date string yyyy-mm-dd, returns list of gameids corresponding to games on that date"""
today = date
year, month, day = today[0:4], today[5:7], today[8:10]
if year=='2015' and month=='07' and day=='14':
return []
else:
baseURL = 'http://gd2.mlb.com/components/game/mlb/year_'
fullURL = baseURL + year + '/month_' + month + '/day_' + day + '/'
return [a.text.strip()[4:-1] for a in BeautifulSoup(urllib2.urlopen(fullURL)).find_all('li',text=re.compile("gid_"))]
def ParsePitch(pitch, GameProperties, InnProperties, ABProperties, istop, writer):
"""Takes pitch XML element, dictionaries for game, inning, and AB properties, boolean for top/bottom inning, and a dictwriter; writes all attributes + pitch attributes as CSV row"""
if istop:
battingTeam = {'battingteam' : InnProperties['away_team']}
else:
battingTeam = {'battingteam' : InnProperties['home_team']}
PitchProperties = pitch.attrib
try:
PitchProperties['on_1b']
except KeyError:
PitchProperties['on_1b'] = ' '
try:
PitchProperties['on_2b']
except KeyError:
PitchProperties['on_2b'] = ' '
try:
PitchProperties['on_3b']
except KeyError:
PitchProperties['on_3b'] = ' '
finaldict = dict(GameProperties.items() + InnProperties.items() + ABProperties.items() + battingTeam.items() + PitchProperties.items()) #DIE FOREVER TEXT ENCODING
for key in finaldict.keys():
finaldict[key] = finaldict[key].encode('ascii','ignore')
writer.writerow(finaldict)
return 'pitch written' #not sure what this should return really
def ParseAtBat(atbat):
"""Takes an atbat XML element, returns dictionary of atbat properties"""
global awayteamruns
global hometeamruns
atbatdict = atbat.attrib
atbatdict['playdes'] = atbatdict.pop('des')
try:
atbatdict['esplaydes'] = atbatdict.pop('des_es')
except KeyError:
atbatdict['esplaydes'] = ' '
try:
atbatdict['away_team_runs']
newawayruns = int(atbatdict['away_team_runs'])
atbatdict['away_team_runs'] = str(awayteamruns)
awayteamruns = newawayruns
except KeyError:
atbatdict['away_team_runs'] = str(awayteamruns)
try:
atbatdict['home_team_runs']
newhomeruns = int(atbatdict['home_team_runs'])
atbatdict['home_team_runs'] = str(hometeamruns)
hometeamruns = newhomeruns
except KeyError:
atbatdict['home_team_runs'] = str(hometeamruns)
try:
atbatdict['score']
except KeyError:
atbatdict['score'] = ' '
try:
del atbatdict['event2']
except KeyError:
return atbatdict
return atbatdict
def ParseInning(inning):
"""Takes an inning XML element, returns dictionary of inning properties"""
inningdict = inning.attrib
inningdict['inningnum'] = inningdict.pop('num')
return inningdict
def GetNumberOfInnings(game):
"""Returns the # of innings"""
maxinning = 0
for element in game.iter():
if element.tag == 'inning':
foodict = element.attrib
inum = foodict.pop('num')
if inum > maxinning:
maxinning = inum
return maxinning
def AddGameToSet(game,set):
maxinning = 0
hometeam = '';
awayteam = '';
if (game != None):
for element in game.iter():
if element.tag == 'inning':
foodict = element.attrib
maxinning = maxinning+1
hometeam = foodict['home_team']
awayteam = foodict['away_team']
set[hometeam] = maxinning
set[awayteam] = maxinning
return set
def BuildInningSet(date):
gameids = DateGames(date)
inningset = dict()
for game in gameids:
thegame = GetGame(game)
inningset = AddGameToSet(thegame,inningset)
return inningset
def AddBatterToDB(bb,g,date,gb):
#Get the stuff out of bb
global cursor
global db
date = date;
player = int(bb.attrib['id'])
gamekey = g
pitcherp = 0
status = gb.findall(".")[0].attrib['status_ind']
W = 0
SV = 0
QS = 0
DP = 0
ER = 0
H = bb.attrib['h']
HR = bb.attrib['hr']
BB = bb.attrib['bb']
ASS = bb.attrib['a']
SB = bb.attrib['sb']
foo = cursor.execute("select id from info where gamekey='%s' and player=%s"%(gamekey,str(player)))
all_res = cursor.fetchall()
if len(all_res) > 0:
#use alter
id = int(all_res[0][0])
querystr = "REPLACE into info (id, date, player,gamekey,pitcherp,status,W,SV,QS,DP,ER,H,HR,BB,ASS,SB) values (%s, '%s', %s, '%s', %s, '%s',%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)"%(str(id),date,str(player),gamekey,str(pitcherp),str(status),str(W),str(SV),str(QS),str(DP),str(ER),str(H),str(HR),str(BB),str(ASS),str(SB))
#print querystr
cursor.execute(querystr)
else:
#use insert
querystr = "INSERT into info (date, player,gamekey,pitcherp,status,W,SV,QS,DP,ER,H,HR,BB,ASS,SB) values ('%s', %s, '%s', %s, '%s',%s,%s,%s,%s,%s,%s,%s,%s,%s, %s)"% (date,str(player),gamekey,str(pitcherp),str(status),str(W),str(SV),str(QS),str(DP),str(ER),str(H),str(HR),str(BB),str(ASS),str(SB))
#print querystr
#print type(querystr)
cursor.execute(querystr)
db.commit()
def AddPitcherToDB(pp,g,date,gb):
#Get the stuff out of pp
global cursor
global db
date = date;
player = int(pp.attrib['id'])
gamekey = g
pitcherp = 1
status = gb.findall(".")[0].attrib['status_ind']
if ('win' in pp.attrib.keys()):
W = 1
else:
W = 0
if ('save' in pp.attrib.keys()):
SV = 1
else:
SV = 0
outs = pp.attrib['out']
ER = pp.attrib['er']
#print "outs %s, ER %s"%(str(outs),str(ER))
#print "type of outs is " + str(type(outs))
#print "type of ER is " + str(type(ER))
DP = 0
if int(outs) >= 18 and int(ER) <=3:
QS = 1
#print 'should be qs'
else:
QS = 0
#print 'should not be qs'
H = 0
HR = 0
BB = 0
ASS = 0
SB = 0
foo = cursor.execute("select id from info where gamekey='%s' and player=%s"%(gamekey,str(player)))
all_res = cursor.fetchall()
if len(all_res) > 0:
#use replace
id = int(all_res[0][0])
querystr = "REPLACE into info (id, date, player,gamekey,pitcherp,status,W,SV,QS,DP,ER,H,HR,BB,ASS,SB) values (%s, '%s', %s, '%s', %s, '%s',%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)"%(str(id),date,str(player),gamekey,str(pitcherp),str(status),str(W),str(SV),str(QS),str(DP),str(ER),str(H),str(HR),str(BB),str(ASS),str(SB))
#print querystr
cursor.execute(querystr)
else:
#use insert
querystr = "INSERT into info (date, player,gamekey,pitcherp,status,W,SV,QS,DP,ER,H,HR,BB,ASS,SB) values ('%s', %s, '%s', %s, '%s',%s,%s,%s,%s,%s,%s,%s,%s,%s, %s)"% (date,str(player),gamekey,str(pitcherp),str(status),str(W),str(SV),str(QS),str(DP),str(ER),str(H),str(HR),str(BB),str(ASS),str(SB))
#print querystr
#print type(querystr)
cursor.execute(querystr)
db.commit()
def AddAtBatToDB(ab,g,date):
global cursor
global db
pp = ab.attrib['pitcher']
querystr = "select id,DP from info where gamekey = '%s' and player = %s"%(g,str(pp))
#print querystr
cursor.execute(querystr)
ress = cursor.fetchall()
if len(ress) < 1 or len(ress) > 1:
print 'ERROR in atbat'
else:
sqlid = ress[0][0]
DP = ress[0][1]
DP = DP + 1
querystr = "update info set DP=%s where id=%s"%(str(DP),str(sqlid))
#print querystr
cursor.execute(querystr)
db.commit()
def AddGameToDB(g,date):
ge = GetGameEvents(g)
gb = GetGameBox(g)
if (gb != None and ge != None):
batters = gb.findall('.//batter')
pitchers = gb.findall('.//pitcher')
for bb in batters:
AddBatterToDB(bb,g,date,gb)
for pp in pitchers:
AddPitcherToDB(pp,g,date,gb)
atbats = ge.findall(".//atbat[@event='Double Play']")
w2 = ge.findall(".//atbat[@event='Grounded Into DP']")
for a in w2:
atbats.append(a)
w3 = ge.findall(".//atbat[@event='Triple Play']")
for a in w3:
atbats.append(a)
for ab in atbats:
AddAtBatToDB(ab,g,date)
def printDictList(ff, dlist, cols=None):
if cols is None:
cols = dlist[0].keys
#printheader
ff.write('<table><tr>')
for c in cols:
ff.write('<th>%s</th>'%(c))
ff.write('\n</tr>')
#now write the data
for r in dlist:
ff.write('<tr>')
for c in cols:
ff.write('<td>%s</td>'%(r[c]))
ff.write('</tr>\n')
ff.write('</table>')
ff.flush()
def printDictListCSV(ff, dlist, cols=None):
if cols is None:
cols = dlist[0].keys()
#printheader
for c in cols:
ff.write('%s,'%(c))
ff.write('\n')
#now write the data
for r in dlist:
for c in cols:
ff.write('%s,'%(r[c]))
ff.write('\n')
ff.flush()
def OutputTablesToFile(filename,ts,bress,press):
tls = ts
vps = getVictoryPoints(ts)
svps = sorted(vps,key=lambda k: k['total'],reverse=True)
sts = [x for (x,y) in sorted(zip(ts,vps),key=lambda k: k[1]['total'],reverse=True)]
#stsToday = [x for (x,y) in sorted(zip(tsToday,vps),key=lambda k: k[1]['total'],reverse=True)]
ii = 0
for svi in svps:
m4s = scoreSingle([x['total'] for x in svps],ii)
svi['through_four'] = svi['mtotal'] + m4s
svi['m4'] = m4s
ii = ii+1
ff = open(filename,'wb')
# ff.write('teams<br>')
# printDictList(ff,sts,['team_name','runs_for_team','runs_against_team','error_team'])
# ff.flush()
ff.write('<BR><BR>Stats<BR>')
printDictList(ff,sts,['team_name','ops','barisp','dpt','sb','rbiab','holds','baa','whip','k','ip','losses'])
ff.flush()
ff.write('<BR><BR>Points<BR>')
printDictList(ff,svps,['team_name','ops','barisp','dpt','sb','rbiab','holds','baa','whip','k','ip','losses','total'])
# ff.write('<BR><BR>Today Stats<BR>')
# printDictList(ff,stsToday,['team_name','tb','runs','sb','sacsf','bb','qs','runs-a','saves','holds','so'])
ff.write('<BR><BR>Season scores As of Today:<BR>')
ssvps = sorted(svps,key=lambda k: k['through_four'],reverse=True)
printDictList(ff,ssvps,['team_name','m1','m2','m3','m4','through_four'])
ff.write('<BR><BR>')
# ff.write("<a href='all.csv'> all.csv </a><BR><BR>")
ff.write(str(datetime.now()))
ff.close()
# ff = open('/home/eddie7/code/wb4m3/all.csv','wb')
# printDictListCSV(ff,ress,['team','game_id','runs_for','h','d','t','hr','tb','bb','sb','sac','sf','sacsf','runs_against','qs','so','saves','holds','batting_team','pitching_team'])
# printDictListCSV(ff,ress)
# ff.close()
def d2s(d):
return datetime.strftime(d,'%Y_%m_%d')