def get_concentration(driver, url):
"""Gets concentration from url"""
soup = uf.get_soup(url)
res = []
#: getting names
names = uf.get_names(soup)
res += names
#: getting list of matches lost recently
history = []
for i in soup.findAll(attrs={'class': "match__team__tournirs"}):
history.append(i)
loses = []
for cnt, i in zip(range(len(names)), history):
loses.append(get_loses(names[cnt], i))
#: getting last lose to loser
losers_loses = [0, 0]
for team, cnt in zip(loses, range(2)):
for match in team:
statto = uf.get_statto_soup(driver, match['date'])
teams = [uf.championat_statto[names[cnt]], uf.championat_statto[match['rival']]]
statto_info = uf.get_statto_teams_info(teams[0], teams[1], statto)[:2]
if uf.get_statto_teams_pos_diff(statto_info[0], statto_info[1]) < -7:
losers_loses[cnt] = 6 - match['total'] + match['match']
#: getting answer
coef = [1 - x / 5 for x in losers_loses]
res += coef
return res
def get_goal_pos_diff(driver, url):
"""Getting score and difference"""
res = []
soup = uf.get_soup(url)
#: getting match date and team names
date = uf.get_date(soup)
teams = uf.get_names(soup)
res += teams
#: moving to statto url
statto = uf.get_statto_soup(driver, date)
statto_teams = [uf.championat_statto[x] for x in teams]
#: getting teams goal_diff and score_diff
values = [0, 0]
values[0], values[1], first, last, first_goals, last_goals = \
uf.get_statto_teams_info(statto_teams[0], statto_teams[1], statto)
#: getting actual numbers from string values
for i in range(len(values)):
values[i] = get_values(values[i])
first = get_values(first)
last = get_values(last)
first_goals = get_values(first_goals)
last_goals = get_values(last_goals)
#: counting result
goal_diff = 0.5 + (values[0][0] - values[1][0]) / (2 * (first_goals[0] - last_goals[0]))
pos_diff = 0.5 + (values[0][1] - values[1][1]) / (2 * (first[1] - last[1]))
res += [goal_diff, pos_diff]
return res
def get_motivation(url, driver):
"""Getting motivation for the match"""
soup = uf.get_soup(url)
res = []
#: adding names
res += uf.get_names(soup)
teams = res
#: magic with names and derbies
for i in {0, 1}:
if res[i] in derbies and res[1 - i] in derbies[res[i]]:
res = res + [1, 1]
return res
#: season end or start
tour = uf.get_tour_number(soup)
if tour > 33:
res += [1, 1]
return res
if tour < 16:
res += [0, 0]
return res
#: moving to statto
date = uf.get_date(soup)
statto = uf.get_statto_soup(driver, date)
statto_all = statto.findAll('form')[1].findAll('tr')
statto_teams = [uf.championat_statto[x] for x in teams]
#: getting teams scores and key positions points
info = uf.get_statto_teams_info(statto_teams[0], statto_teams[1], statto)
team1_score = uf.get_statto_score(info[0])
team2_score = uf.get_statto_score(info[1])
key_pos_scores = get_key_pos_scores(statto_all)
#: getting min distance to key position for each team
dist1 = min(
list(
filter(lambda x: x,
[abs(x - team1_score) for x in key_pos_scores])))
dist2 = min(
list(
filter(lambda x: x,
[abs(x - team2_score) for x in key_pos_scores])))
#: finally getting res
left = TOURS - tour
val = 1 - (dist1 / 3) / left
if val < 0 or val > 1:
res.append(0)
else:
res.append(val)
val = 1 - (dist2 / 3) / left
if val < 0 or val > 1:
res.append(0)
else:
res.append(val)
return res
def get_motivation(url, driver):
"""Getting motivation for the match"""
soup = uf.get_soup(url)
res = []
#: adding names
res += uf.get_names(soup)
teams = res
#: magic with names and derbies
for i in {0, 1}:
if res[i] in derbies and res[1 - i] in derbies[res[i]]:
res = res + [1, 1]
return res
#: season end or start
tour = uf.get_tour_number(soup)
if tour > 33:
res += [1, 1]
return res
if tour < 16:
res += [0, 0]
return res
#: moving to statto
date = uf.get_date(soup)
statto = uf.get_statto_soup(driver, date)
statto_all = statto.findAll('form')[1].findAll('tr')
statto_teams = [uf.championat_statto[x] for x in teams]
#: getting teams scores and key positions points
info = uf.get_statto_teams_info(statto_teams[0], statto_teams[1], statto)
team1_score = uf.get_statto_score(info[0])
team2_score = uf.get_statto_score(info[1])
key_pos_scores = get_key_pos_scores(statto_all)
#: getting min distance to key position for each team
dist1 = min(list(filter(lambda x: x, [abs(x - team1_score) for x in key_pos_scores])))
dist2 = min(list(filter(lambda x: x, [abs(x - team2_score) for x in key_pos_scores])))
#: finally getting res
left = TOURS - tour
val = 1 - (dist1 / 3) / left
if val < 0 or val > 1:
res.append(0)
else:
res.append(val)
val = 1 - (dist2 / 3) / left
if val < 0 or val > 1:
res.append(0)
else:
res.append(val)
return res
def get_form(url):
"""Gets teams and their forms from url"""
soup = uf.get_soup(url)
res = []
#: adding names
res += uf.get_names(soup)
# : counting form
history = []
for i in soup.findAll(
attrs={'class': re.compile('(_win)|(_tie)|(_lose)')}):
history.append(i['class'])
if len(history) < 10:
return None
elif len(history) < 12:
start1 = 0
start2 = 5
else:
start1 = 1
start2 = 7
form1 = 0
form2 = 0
for i in range(start1, start1 + 5):
if history[i] == ['_win']:
form1 += 2
elif history[i] == ['_tie']:
form1 += 1
for i in range(start2, start2 + 5):
if history[i] == ['_win']:
form2 += 2
elif history[i] == ['_tie']:
form2 += 1
form1 /= 10
form2 /= 10
res = res + [form1] + [form2]
#: adding result
res += uf.get_results(soup)
return res
def get_form(url):
"""Gets teams and their forms from url"""
soup = uf.get_soup(url)
res = []
#: adding names
res += uf.get_names(soup)
# : counting form
history = []
for i in soup.findAll(attrs={"class": re.compile("(_win)|(_tie)|(_lose)")}):
history.append(i["class"])
if len(history) < 10:
return None
elif len(history) < 12:
start1 = 0
start2 = 5
else:
start1 = 1
start2 = 7
form1 = 0
form2 = 0
for i in range(start1, start1 + 5):
if history[i] == ["_win"]:
form1 += 2
elif history[i] == ["_tie"]:
form1 += 1
for i in range(start2, start2 + 5):
if history[i] == ["_win"]:
form2 += 2
elif history[i] == ["_tie"]:
form2 += 1
form1 /= 10
form2 /= 10
res = res + [form1] + [form2]
#: adding result
res += uf.get_results(soup)
return res