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February 7, 2016 21:19
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Convert HTML file into csv
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from bs4 import BeautifulSoup | |
print("Parse start") | |
first_game_id = 1 #+665 | |
last_game_id = 668 #-2 | |
season_id = '20152016' | |
subseason_id = '02' | |
datafile_id = 'RO' | |
header_row = 'SEASON_ID' \ | |
'|SUBSEASON_ID' \ | |
'|GAME_ID' \ | |
'|HOME_ID' \ | |
'|JERSEY_ID' \ | |
'|POS_CD' \ | |
'|PLAYER_TX' | |
searchstr1 = 'ROSTER' | |
searchstr2 = '(' # used to strip out (C) and (A) from player name | |
roster = 0 | |
for int_game_id in range(first_game_id, last_game_id+1): | |
game_id = str(int_game_id).zfill(4) | |
print(game_id) | |
sourcefile = "C:/Users/TOM/PycharmProjects/downloadNHL/datafiles/stripped_{d}{ss}{g}.HTM".format(d=datafile_id, ss=subseason_id, g=game_id) | |
targetfile = "C:\\Users\\TOM\\PycharmProjects\\downloadNHL\\datafiles\\parsed_{d}{ss}{g}.csv".format(d=datafile_id, ss=subseason_id, g=game_id) | |
with open(sourcefile,'r') as infile, open(targetfile,'w') as outfile: | |
soup = BeautifulSoup(infile, "lxml") | |
tableRow = soup.findAll('tr') | |
outfile.write(header_row + '\n') | |
for r in tableRow: | |
tableRowData = r.findAll('td') | |
if tableRowData[2].getText().find(searchstr1) >= 0: # check which of the two teams we have | |
roster = tableRowData[2].getText()[-1:] | |
else: | |
outfile.write('{season}|{subseason}|{game}|{home}|{jersey}|{pos}|{player}\n'.format( | |
season=season_id | |
, subseason=subseason_id | |
, game=game_id | |
, home=roster | |
, jersey=tableRowData[0].getText() | |
, pos=tableRowData[1].getText() | |
, player=tableRowData[2].getText().split(searchstr2)[0].strip() | |
)) | |
print("Parse end") | |
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