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match_scores.py
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match_scores.py
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# # # # # # # # #
# #
# FUNCTIONS #
# #
# # # # # # # # #
from scraping import *
def scrape_year(year):
# Setup
year_url = "http://www.atptour.com/en/scores/results-archive?year=" + year
url_prefix = "http://www.atptour.com"
# HTML tree
year_tree = html_parse_tree(year_url)
# XPaths
tourney_title_xpath = "//span[contains(@class, 'tourney-title')]/text()"
tourney_title_parsed = xpath_parse(year_tree, tourney_title_xpath)
tourney_title_cleaned = regex_strip_array(tourney_title_parsed)
# If tournament not found in <span> tags try find in <a> tags
if len(tourney_title_cleaned) == 0:
tourney_titles_xpath = "//a[contains(@class, 'tourney-title')]/text()"
tourney_titles_parsed = xpath_parse(year_tree, tourney_titles_xpath)
tourney_title_cleaned = regex_strip_array(tourney_titles_parsed)
tourney_count = len(tourney_title_cleaned)
# Iterate over each tournament
output = []
tourney_data = []
tourney_urls = []
problem_tourneys = []
for i in range(0, tourney_count):
tourney_order = i + 1
tourney_name = tourney_title_cleaned[i]
# Assign variables
tourney_details_url_xpath = "//tr[contains(@class, 'tourney-result')][" + str(i + 1) + "]/td[8]/a/@href"
tourney_details_url_parsed = xpath_parse(year_tree, tourney_details_url_xpath)
if len(tourney_details_url_parsed) > 0:
tourney_url_suffix = tourney_details_url_parsed[0]
tourney_url_split = tourney_url_suffix.split('/')
tourney_slug = tourney_url_split[4]
tourney_id = tourney_url_split[5]
tourney_year_id = str(year) + '-' + tourney_id
tourney_urls.append(tourney_url_suffix)
else:
tourney_url_suffix = ''
tourney_slug = ''
tourney_id = ''
tourney_year_id = ''
tourney_urls.append(tourney_url_suffix)
problem_tourneys.append([year, tourney_order, tourney_name])
# Store data
tourney_data.append([tourney_year_id, tourney_order, tourney_name, tourney_slug, tourney_url_suffix])
# Print missing info
if len(problem_tourneys) > 0:
print('')
print('Tournaments with missing match info...')
print('Year Order Tournament')
print('---- ----- ----------')
for tourney in problem_tourneys:
year = tourney[0]
tourney_order = tourney[1]
tourney_name = tourney[2]
spacing_count = 5 - len(str(tourney_order))
spacing = ''
for j in range(0, spacing_count):
spacing += ' '
print(tourney_name)
print(year + ' ' + str(tourney_order) + spacing + ' ' + tourney_name)
# Output data
output = [tourney_data, tourney_urls]
return output
def scrape_tourney(tourney_url_suffix):
url_prefix = "http://www.atptour.com"
tourney_url = url_prefix + tourney_url_suffix
url_split = tourney_url.split("/")
tourney_slug = url_split[6]
tourney_year = url_split[8]
tourney_id = url_split[7]
# Tourney tree
tourney_tree = html_parse_tree(tourney_url)
tourney_round_name_xpath = "//table[contains(@class, 'day-table')]/thead/tr/th/text()"
tourney_round_name_parsed = xpath_parse(tourney_tree, tourney_round_name_xpath)
tourney_round_count = len(tourney_round_name_parsed)
# Tourney dates
try:
tourney_dates_xpath = "//span[contains(@class, 'tourney-dates')]/text()"
tourney_dates_parsed = xpath_parse(tourney_tree, tourney_dates_xpath)
tourney_dates_cleaned = regex_strip_string(tourney_dates_parsed[0])
tourney_dates_split = tourney_dates_cleaned.split(' - ')
start_date = tourney_dates_split[0]
end_date = tourney_dates_split[1]
start_date_split = tourney_dates_split[0].split('.')
end_date_split = tourney_dates_split[1].split('.')
start_year = int(start_date_split[0])
start_month = int(start_date_split[1])
start_day = int(start_date_split[2])
end_year = int(end_date_split[0])
end_month = int(end_date_split[1])
end_day = int(end_date_split[2])
except Exception:
start_date = ''
start_year = ''
start_month = ''
start_day = ''
end_date = ''
end_year = ''
end_month = ''
end_day = ''
# Prize money
prize_money_xpath = "//td[contains(@class, 'prize-money')]/div[2]/div/span/text()"
prize_money_parsed = xpath_parse(tourney_tree, prize_money_xpath)
prize_money_cleaned = regex_strip_array(prize_money_parsed)
if len(prize_money_cleaned) == 0 or prize_money_cleaned[0] == '':
prize_money_raw = ''
prize_money = ''
currency = ''
elif len(prize_money_cleaned) > 0:
prize_money_raw = prize_money_cleaned[0]
if tourney_id == '319' or tourney_id == '306':
prize_money = prize_money_raw.replace(',', '')
prize_money = int(re.findall('\d+', prize_money)[0])
currency = 'EUR'
else:
if prize_money_raw[0] == '$': currency = 'USD'
elif prize_money_raw[0] == '£': currency = 'GBP'
elif prize_money_raw[0] == '€': currency = 'EUR'
elif prize_money_raw[0] == 'A': currency = 'AUD'
else: currency = 'PROBLEM'
prize_money = prize_money_raw.replace(',', '')
prize_money = prize_money.replace('$', '')
prize_money = prize_money.replace('£', '')
prize_money = prize_money.replace('€', '')
prize_money = prize_money.replace('A', '')
prize_money = int(prize_money)
else:
prize_money_raw = 'PROBLEM'
prize_money = ''
currency = ''
# Iterate through each round
match_urls = []
match_data = []
for i in range(0, tourney_round_count):
round_order = i + 1
tourney_round_name = tourney_round_name_parsed[i]
#round_match_count_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr/td[contains(@class, 'day-table-score')]/a/@href"
round_match_count_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr/td[contains(@class, 'day-table-name')][1]/a/text()"
round_match_count_parsed = xpath_parse(tourney_tree, round_match_count_xpath)
round_match_count = len(round_match_count_parsed)
# Iterate through each match
for j in range(0, round_match_count):
match_order = j + 1
round_match_id = str(tourney_round_count - i) + '-' + str(round_match_count - j)
# Winner
winner_name_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-name')][1]/a/text()"
winner_name_parsed = xpath_parse(tourney_tree, winner_name_xpath)
winner_url_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-name')][1]/a/@href"
winner_url_parsed = xpath_parse(tourney_tree, winner_url_xpath)
#winner_name = winner_name_parsed[0].encode('utf-8')
winner_name = winner_name_parsed[0]
winner_url = winner_url_parsed[0]
winner_url_split = winner_url.split('/')
winner_slug = winner_url_split[3]
winner_player_id = winner_url_split[4]
# Loser
loser_name_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-name')][2]/a/text()"
loser_name_parsed = xpath_parse(tourney_tree, loser_name_xpath)
loser_url_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i +1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-name')][2]/a/@href"
loser_url_parsed = xpath_parse(tourney_tree, loser_url_xpath)
try:
#loser_name = loser_name_parsed[0].encode('utf-8')
loser_name = loser_name_parsed[0]
loser_url = loser_url_parsed[0]
loser_url
loser_url_split = loser_url.split('/')
loser_slug = loser_url_split[3]
loser_player_id = loser_url_split[4]
except Exception:
loser_name = ''
loser_url = ''
loser_slug = ''
loser_player_id = ''
# Seeds
winner_seed_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-seed')][1]/span/text()"
winner_seed_parsed = xpath_parse(tourney_tree, winner_seed_xpath)
winner_seed_cleaned = regex_strip_array(winner_seed_parsed)
if len(winner_seed_cleaned) > 0:
winner_seed = winner_seed_cleaned[0]
else:
winner_seed = ''
winner_seed = winner_seed.replace('(', '')
winner_seed = winner_seed.replace(')', '')
loser_seed_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-seed')][2]/span/text()"
loser_seed_parsed = xpath_parse(tourney_tree, loser_seed_xpath)
loser_seed_cleaned = regex_strip_array(loser_seed_parsed)
if len(loser_seed_cleaned) > 0:
loser_seed = loser_seed_cleaned[0]
else:
loser_seed = ''
loser_seed = loser_seed.replace('(', '')
loser_seed = loser_seed.replace(')', '')
# Match score
match_score_text_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-score')]/a/text()"
match_score_text_parsed = xpath_parse(tourney_tree, match_score_text_xpath)
if len(match_score_text_parsed) > 0:
if len(match_score_text_parsed) == 1:
match_score_tiebreaks = '(W/O)'
winner_sets_won = ''
loser_sets_won = ''
winner_games_won = ''
loser_games_won = ''
winner_tiebreaks_won = ''
loser_tiebreaks_won = ''
else:
# Tiebreaks
tiebreaks_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-score')]/a/sup/text()"
tiebreaks_parsed = xpath_parse(tourney_tree, tiebreaks_xpath)
# Fixing tiebreak problem
tiebreak_counter = 0
match_score_cleaned = []
tiebreak_score_cleaned = []
for q in range(1, len(match_score_text_parsed)):
foo = regex_strip_string(match_score_text_parsed[q])
if len(foo) > 0:
match_score_cleaned.append(foo)
tiebreak_score_cleaned.append(foo)
else:
match_score_cleaned.append("TIEBREAK")
tiebreak_score_cleaned.append("[" + tiebreaks_parsed[tiebreak_counter] + "]")
tiebreak_counter += 1
# Finalize match scores
concat_match_score = ""
element_count = len(match_score_cleaned)
for k in range(0, element_count - 1):
concat_match_score += match_score_cleaned[k] + "::"
concat_match_score += match_score_cleaned[element_count - 1]
#fix_concat_match_score = concat_match_score.replace("::TIEBREAK::", " ")
fix_concat_match_score = concat_match_score.replace("::TIEBREAK::", "::")
fix_concat_match_score = fix_concat_match_score.replace("::TIEBREAK", "")
match_score = fix_concat_match_score.split('::')
# Finalize tiebreak scores
concat_tiebreak_score = ""
tiebreak_element_count = len(tiebreak_score_cleaned)
for k in range(0, tiebreak_element_count - 1):
concat_tiebreak_score += tiebreak_score_cleaned[k] + "::"
concat_tiebreak_score += tiebreak_score_cleaned[element_count -1]
fix_concat_tiebreak_score = concat_tiebreak_score.replace("::[", "(")
fix_concat_tiebreak_score = fix_concat_tiebreak_score.replace("]::", ") ")
fix_concat_tiebreak_score = fix_concat_tiebreak_score.replace("]", ")")
tiebreak_score = fix_concat_tiebreak_score.split('::')
#match_score = match_score[0].strip()
match_score = ' '.join(match_score)
#match_score_tiebreaks = tiebreak_score[0].strip()
match_score_tiebreaks = ' '.join(tiebreak_score)
if match_score_tiebreaks.find('(RET)') > 0:
match_score_tiebreaks = match_score_tiebreaks.replace('(RET)','').strip()
match_score_tiebreaks = match_score_tiebreaks + ' (RET)'
winner_sets_won = 0
loser_sets_won = 0
winner_games_won = 0
loser_games_won = 0
winner_tiebreaks_won = 0
loser_tiebreaks_won = 0
match_score_split = match_score.split(' ')
for sets in match_score_split:
if len(sets) == 2:
if sets[0] > sets[1]:
winner_sets_won += 1
winner_games_won += int(sets[0])
loser_games_won += int(sets[1])
if sets == '76': winner_tiebreaks_won += 1
elif sets[0] < sets[1]:
loser_sets_won += 1
winner_games_won += int(sets[0])
loser_games_won += int(sets[1])
if sets == '67': loser_tiebreaks_won += 1
elif len(sets) == 3:
if sets == '810':
loser_sets_won += 1
loser_games_won += 10
winner_games_won += 8
elif sets == '108':
winner_sets_won += 1
winner_games_won += 10
loser_games_won += 8
elif sets == '911':
loser_sets_won += 1
loser_games_won += 11
winner_games_won += 9
elif sets == '119':
winner_sets_won += 1
winner_games_won += 11
loser_games_won += 9
elif len(sets) == 4 and sets.isdigit() == True:
if int(sets[0:2]) > int(sets[2:4]):
winner_sets_won += 1
winner_games_won += int(sets[0:2])
loser_games_won += int(sets[2:4])
elif int(sets[2:4]) > int(sets[0:2]):
loser_sets_won += 1
winner_games_won += int(sets[0:2])
loser_games_won += int(sets[2:4])
# Match stats URL
match_stats_url_xpath = tourney_match_count_xpath = "//table[contains(@class, 'day-table')]/tbody[" + str(i + 1) + "]/tr[" + str(j + 1) + "]/td[contains(@class, 'day-table-score')]/a/@href"
match_stats_url_parsed = xpath_parse(tourney_tree, match_stats_url_xpath)
match_stats_url_cleaned = []
for element in match_stats_url_parsed:
if len(element) > 0: match_stats_url_cleaned.append(regex_strip_string(element))
#else: match_stats_url_cleaned.append("TIEBREAK")
# Match id
if len(match_stats_url_cleaned) > 0:
match_stats_url_suffix = match_stats_url_cleaned[0]
match_stats_url_suffix_split = match_stats_url_suffix.split('/')
match_index = match_stats_url_suffix_split[5]
match_urls.append(match_stats_url_suffix)
else:
match_stats_url_suffix = ''
match_index = 'NULL'
match_id = tourney_year + "-" + tourney_id + "-" + match_index + "-" + round_match_id + "-" + winner_player_id + "-" + loser_player_id
# Store data
match_data.append([start_date, start_year, start_month, start_day, end_date, end_year, end_month, end_day, currency, prize_money, match_index, tourney_round_name, round_order, match_order, winner_name, winner_player_id, winner_slug, loser_name, loser_player_id, loser_slug, winner_seed, loser_seed, match_score_tiebreaks, winner_sets_won, loser_sets_won, winner_games_won, loser_games_won, winner_tiebreaks_won, loser_tiebreaks_won, match_id, match_stats_url_suffix])
#time.sleep(.100)
output = [match_data, match_urls]
return output
# # # # # # # # # # #
# #
# MAIN ROUTINE #
# #
# # # # # # # # # # #
# Command line input
start_year = input('Enter start year: ')
end_year = input('Enter end year: ')
# STEP 1: Scrape year page
tourney_match = []
for h in range(int(start_year), int(end_year) + 1):
year = str(h)
scrape_year_output = scrape_year(year)
tourney_data_scrape = scrape_year_output[0]
tourney_urls_scrape = scrape_year_output[1]
print('')
print('Scraping match info for ' + str(len(tourney_urls_scrape)) + ' tournaments...')
print('Year Order Tournament Matches')
print('---- ----- ---------- -------')
for i in range(0 , len(tourney_urls_scrape)):
if len(tourney_urls_scrape[i]) > 0:
# STEP 2: Scrape tournament page
match_data_scrape = []
match_urls_scrape = []
scrape_tourney_output = scrape_tourney(tourney_urls_scrape[i])
match_data_scrape = scrape_tourney_output[0]
match_urls_scrape = scrape_tourney_output[1]
#match_counter += len(match_data_scrape)
# STEP 3: tourney_data + match_data
for match in match_data_scrape:
foo = tourney_data_scrape[i] + match
tourney_match.append(foo)
spacing_count1 = len('Order') - len(str(tourney_data_scrape[i][1]))
spacing1 = ''
for j in range(0, spacing_count1): spacing1 += ' '
spacing_count2 = 41 - len(tourney_data_scrape[i][2])
spacing2 = ''
for j in range(0, spacing_count2): spacing2 += ' '
if len(match_data_scrape) == 0: print(year + ' ' + '\x1b[1;31m' + str(tourney_data_scrape[i][1]) + spacing1 + ' ' + tourney_data_scrape[i][2] + spacing2 + ' ' + str(len(match_data_scrape)) + '\x1b[0m')
else: print(year + ' ' + str(tourney_data_scrape[i][1]) + spacing1 + ' ' + tourney_data_scrape[i][2] + spacing2 + ' ' + str(len(match_data_scrape)))
filename = "match_scores_" + start_year + "-" + end_year + '.csv'
array2csv(tourney_match, filename)