def get_main_stat(url):
html = get_page_source(url)
soup = BeautifulSoup(html, 'lxml')
app_logger.info(f'Start parsing MAIN stat for {url}\n')
main_stat = {}
try:
championate_info = soup.select(
'span.description__country')[0].text
main_stat['country'] = championate_info.split(':')[0]
main_stat['championate'] = championate_info.split(
':')[1].split('-')[0].strip()
main_stat['round_num'] = championate_info.split(
':')[1].split('-')[1].strip()
main_stat['date'] = soup.select('div#utime')[0].text.split(' ')[0]
main_stat['home_command'] = soup.select(
'div.team-text.tname-home a.participant-imglink')[0].text
main_stat['away_command'] = soup.select(
'div.team-text.tname-away a.participant-imglink')[0].text
main_stat['result_score'] = soup.select(
'div#event_detail_current_result')[0].text.strip()
detail_info = soup.select('div.detailMS')[0]
main_stat['goal_minutes'] = get_goal_minutes(
detail_info.encode_contents())
except Exception:
app_logger.exception(f'Error receiving main stat elements {url}')
return main_stat
def get_half_stat(url, half, command_id=None):
html = get_page_source(url)
soup = BeautifulSoup(html, 'lxml')
app_logger.info(f'Start parsing HALF {half} stat for {url}\n')
half_table = ('div#tab-statistics-1-statistic'
if half == '1st_half' else
'div#tab-statistics-2-statistic')
stat_rows = soup.select(f'{half_table} div.statRow')
half_stats = {}
for stat_row in stat_rows:
if command_id is not None:
title_value = normalize_value(stat_row.select(
'div.statText.statText--titleValue')[0].text)
home_value = normalize_value(stat_row.select(
'div.statText.statText--homeValue')[0].text)
away_value = normalize_value(stat_row.select(
'div.statText.statText--awayValue')[0].text)
half_stats[f'{half}_{title_value}_OWN'] = int(
[home_value, away_value][command_id])
half_stats[f'{half}_{title_value}_ENEMY'] = int(
[home_value, away_value][command_id - 1])
else:
title_value = normalize_value(stat_row.select(
'div.statText.statText--titleValue')[0].text)
home_value = normalize_value(stat_row.select(
'div.statText.statText--homeValue')[0].text)
away_value = normalize_value(stat_row.select(
'div.statText.statText--awayValue')[0].text)
half_stats[f'{half}_{title_value}_home'] = int(home_value)
half_stats[f'{half}_{title_value}_away'] = int(away_value)
app_logger.debug(f'Received HALF stat:\n{half_stats}\n')
return half_stats
def insert_stat(html):
try:
soup = BeautifulSoup(html, 'lxml')
HDA_odds, AH_odds, OU_odds = soup.select('div#oddsDetai div')[0:3]
HDA_stat = get_data_from_table(HDA_odds.select('tr'), '1x2')
AH_stat = get_data_from_table(AH_odds.select('tr'))
OU_stat = get_data_from_table(OU_odds.select('tr'))
app_logger.debug('Received HDA, AH, OU statistics by minutes')
summary_stats = {}
summary_stats.update(select_pre_match_line(HDA_stat, '1x2'))
summary_stats.update(select_pre_match_line(AH_stat, 'AH'))
summary_stats.update(select_pre_match_line(OU_stat, 'OU'))
app_logger.debug('Added prematch line move')
[
summary_stats.update(stat)
for stat in select_stat_in_HT(HDA_stat, '1x2')
]
[
summary_stats.update(stat)
for stat in select_stat_in_HT(AH_stat, 'AH')
]
[
summary_stats.update(stat)
for stat in select_stat_in_HT(OU_stat, 'OU')
]
summary_stats.update(get_match_info(soup))
app_logger.info(
f'Formed objects with stats cnt keys={len(summary_stats.keys())}')
except Exception:
app_logger.exception('\nError received stats from elements page')
insert_into_ng_odds(summary_stats)
app_logger.debug('Record values in table\n')
def get_past_stat(url):
main_stat = get_main_stat(url)
html = get_page_source(url)
soup = BeautifulSoup(html, 'lxml')
app_logger.info(f'Start collect PAST stat data from {url}\n')
template = 'https://www.flashscore.com{}/results/'
home_command_url = template.format(
soup.select('div.team-text.tname-home a.participant-imglink')
[0].attrs['onclick'].split("'")[1])
away_command_url = template.format(
soup.select('div.team-text.tname-away a.participant-imglink')
[0].attrs['onclick'].split("'")[1])
home_prev_events = find_previous_events(home_command_url,
main_stat['date'])
away_prev_events = find_previous_events(away_command_url,
main_stat['date'])
past_stat = {}
home_past_stat = add_type_command(
get_summary_stat(home_prev_events, main_stat['home_command'],
main_stat['championate'], 'home'), 'HOME')
away_past_stat = add_type_command(
get_summary_stat(away_prev_events, main_stat['away_command'],
main_stat['championate'], 'away'), 'AWAY')
past_stat.update(home_past_stat)
past_stat.update(away_past_stat)
app_logger.debug('Formed PAST STAT')
return past_stat
def get_html(url):
try:
r = requests.get(url, headers={'User-Agent': USER_AGENT})
app_logger.info(f'Received html {url} STATUS {r.status_code}\n')
except Exception:
app_logger.exception(f'Error receive html {url}\n')
if r.ok:
return r.text
def get_page_source(url):
try:
driver = get_driver()
driver.get(url)
time.sleep(0.5)
html = driver.page_source
driver.quit()
app_logger.info(f'Received html {url}\n')
except Exception:
app_logger.exception(f'Error receive html {url}\n')
return html
def run_multi_parse(urls, n_proc):
app_logger.info(f'Start multiprocess function urls - {len(urls)} num processes - {n_proc}')
pool = Pool(n_proc)
filename = f'stat_scraper/scripts/fs_foot_stat_{SERVER_NAME}.csv'
func = partial(run_parse, filename)
pool.map(func, urls)
pool.close()
pool.join()
return {
'process_type': 'multiprocessing',
'worker_amount': n_proc,
'urls_count': len(urls)
}
def get_more_events(url, clicks=12):
driver = get_driver()
driver.get(url)
time.sleep(1)
more_event_btn = driver.find_element_by_css_selector('a.event__more')
more_event_btn.send_keys(Keys.END)
app_logger.info(f'Start CLICKING to show more btn on {url} page')
for i in range(clicks):
try:
time.sleep(1)
more_event_btn.click()
except Exception:
app_logger.exception('Button show more events not found url {url}')
html = driver.page_source
driver.quit()
return html
html = driver.page_source
driver.quit()
return html
def run_multi_parse(urls, n_proc):
app_logger.info(
f'Start multiprocess function urls - {len(urls)} num processes - {n_proc}'
)
print(
f'Start multiprocess function urls - {len(urls)} num processes - {n_proc}'
)
pool = Pool(n_proc)
filename = f'tests/{n_proc}proc_result.txt'
write_text_file('stat_scraper/logs/time_tracks/processed_1_url.txt',
f'amount processors{n_proc} amount url {len(urls)}\n')
func = partial(run_parse, filename)
pool.map(func, urls)
pool.close()
pool.join()
return {
'process_type': 'multiprocessing',
'worker_amount': n_proc,
'urls_count': len(urls)
}
def calculate_stat(stats):
app_logger.info('Start CALCULATING collected past stats')
slices = [3, 5, 10, 15, 20]
sums = {}
slice_stats = {}
for i, stat in enumerate(stats):
keys = stat.keys()
for key in keys:
if key in sums:
sums[key] += int(stat[key])
else:
sums[key] = int(stat[key])
if i + 1 in slices:
keys = sums.keys()
values = sums.values()
[
slice_stats.update({f'{i+1}_last_{key}': value})
for key, value in zip(keys, values)
]
app_logger.debug(f'Formed slice stats: \n{slice_stats}\n')
return slice_stats
def find_previous_events(url, event_date):
html = get_more_events(url)
soup = BeautifulSoup(html, 'lxml')
app_logger.info(f'Start finding PREV events for {event_date}\n')
stat_rows = soup.select('div.event__match')
last_date = stat_rows[-1].select('div.event__time')[0].text.split(' ')[0]
app_logger.info(f'LAST date in received stat rows = {last_date}\n')
for stat_row in stat_rows:
date = stat_row.select('div.event__time')[0].text.split(' ')
date_parts = date[0].split('.')
date_format = date_parts[0] + \
date_parts[1] if len(date) > 1 else '.'.join(date_parts)
event_date_parts = event_date.split('.')
event_date_format = event_date_parts[0] + \
event_date_parts[1] if len(date) > 1 else event_date
if date_format == event_date_format:
prev_events = stat_row.find_next_siblings(
name='div', attrs={'class': 'event__match'})
app_logger.debug(
f'Found previous {len(prev_events)} events earlier {event_date}\n'
)
return prev_events
return []
def main(champ_urls):
count_records = 0
for champ_url in tqdm(champ_urls):
time.sleep(1)
try:
events_urls = normalize_list_urls(
get_events_urls(champ_url + 'results/'))
app_logger.info(f'Received {len(events_urls)} events urls')
[insert_into_events_urls(event_url) for event_url in (events_urls)]
app_logger.info(f'Record in db {len(events_urls)} urls ')
count_records += len(events_urls)
app_logger.info(f'Total number of records = {count_records}\n')
except Exception:
app_logger.exception('\nreceive or record error')
def get_summary_stat(stat_rows,
command,
championate,
position,
select_type='position'):
app_logger.info(f'Start received SUMMARY stats for {command}\n')
stat_rows = (find_position_events(stat_rows, command, position)
if select_type == 'position' else stat_rows)
stat_rows = rows_filter(stat_rows, championate)
app_logger.info(f'LEFT AFTER FILTER {len(stat_rows)} rows ')
summary_stats = []
for stat_row in stat_rows:
event_stat = {}
try:
home_command = stat_row.select(
'div.event__participant--home')[0].text.strip()
away_command = stat_row.select(
'div.event__participant--away')[0].text.strip()
event_scores = stat_row.select('div.event__scores span')
first_half_scores = stat_row.select(
'div.event__part')[0].text.strip('(').strip(')').split('-')
command_id = 0 if command in home_command else 1
event_stat['goals_scored'] = event_scores[command_id].text
event_stat['goals_missed'] = event_scores[command_id - 1].text
event_stat['1half_goals_scored'] = first_half_scores[command_id]
event_stat['1half_goals_missed'] = first_half_scores[command_id -
1]
event_id = stat_row['id'][4:]
first_half_url = f'https://www.flashscore.com/match/{event_id}/#match-statistics;1'
second_half_url = f'https://www.flashscore.com/match/{event_id}/#match-statistics;2'
app_logger.info(
f'DETAIL STAT {home_command} {event_scores} {away_command}')
event_stat.update(
get_half_stat(first_half_url, '1st_half', command_id))
event_stat.update(
get_half_stat(second_half_url, '2nd_half', command_id))
summary_stats.append(event_stat)
except Exception:
app_logger.exception(
f'\nError received data from stat row {command}')
app_logger.debug(f'Formed event stats: \n{event_stat}\n')
return (calculate_stat(summary_stats))
