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mlbgid.py~
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mlbgid.py~
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import urllib2
import xml.etree.ElementTree as ET
import datetime
from bs4 import BeautifulSoup
import re
import csv
import time
from datetime import date
import pytz
import gspread
global awayteamruns
global hometeamruns
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 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 TodaysGames():
"""Returns a list of gameids corresponding to games on the current date"""
today = datetime.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]
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 PrintMonth():
print 'Rangers,Reds,Rockies,Rays,Tigers,Brewers,Orioles,Indians,Giants,Braves,Pirates,BlueJays,RedSox,Mets,Cardinals,Yankees,'
teamlist = ['tex','cin','col','tba','det','mil','bal','cle','sfn','atl','pit','tor','bos','nyn','sln','nya']
today = date.today();
for i in range(1,31):
if i <= today.day:
iset = BuildInningSet('2013-08-%02d'%i)
s = '2013-08-%02d,'%i
for team in teamlist:
if (team in iset):
if iset[team] > 9:
s += '%d,'%(iset[team]-9)
else:
s += '0,'
else:
s += '0,'
print s
def UpdateTodayInSheet():
gs = gspread.login('dandreauto@gmail.com','841Melissa5814')
spreadsheet = gs.open('Extra Innings')
worksheet = spreadsheet.worksheet('AutoImport')
teamlist = ['tex','cin','col','tba','det','mil','bal','cle','sfn','atl','pit','tor','bos','nyn','sln','nya']
today = date.today();
i = today.day
iset = BuildInningSet('2013-08-%02d'%i)
s = '2013-08-%02d,'%i
col= 2
row = i + 2
for tt in range(0,len(teamlist)):
team = teamlist[tt]
if (team in iset):
if iset[team] > 9:
worksheet.update_cell(row,col,iset[team]-9)
col = col+1
def ParseGame(game, gameid, writer):
"""Takes a game element, a gameid string, and a dictwriter and adds rows to a csv file correpsonding to the game's pitches"""
global awayteamruns
global hometeamruns
GameProperties = {'gameid' : gameid}
awayteamruns = 0
hometeamruns = 0
for element in game.iter():
if element.tag == 'inning':
InnProperties = ParseInning(element)
if element.tag == 'top':
istop = True
if element.tag == 'bottom':
istop = False
if element.tag == 'atbat':
ABProperties = ParseAtBat(element)
if element.tag == 'pitch':
ParsePitch(element, GameProperties, InnProperties, ABProperties, istop, writer)
else:
continue
def WriteGames(gameids, filename):
"""Takes a list of game ids and a csv filename string and uses ParseGame to write each to a csv file"""
global awayteamruns
global hometeamruns
outputFile = open(filename,'wb')
outputWriter = CreateWriter(outputFile)
outputWriter.writeheader()
for game in gameids:
try:
ParseGame(GetGame(game), game, outputWriter)
except AttributeError:
print "Couldn't find " + game
print game + ' completed'
return outputFile