def submit_team_form_valid(self, form):
if self.request.is_ajax():
engine = self.get_engine()
blue_team = form.cleaned_data['blue_team'].name
red_team = form.cleaned_data['red_team'].name
team_predictor_values = form.cleaned_data['team_predictor_values']
team_game_range = form.cleaned_data['team_game_range']
print('predictor value {}'.format(team_predictor_values))
predict = PredictTeamWin(engine, predictor_stats=team_predictor_values,
game_range=team_game_range)
predict_single_game = predict.predict_on_single_game(blue_team, red_team)
topTen = TopTenTeamService(engine)
if predict.is_loaded:
top_teams = topTen.top_ten_teams()
#just to test it
#top_teams = topTen.top_ten_teams()
#TopTenTeamsView().top_ten_view()
morris_chart_data = []
print('making morris chart')
for k, v in predict_single_game.items():
single_chart_point = {'label': k, 'value': v}
morris_chart_data.append(single_chart_point)
response_object = {'data': morris_chart_data}
return JsonResponse(response_object)
else:
return HttpResponseRedirect(self.get_success_url())
def submit_team_form_valid(self, form):
if self.request.is_ajax():
engine = self.get_engine()
blue_team = form.cleaned_data['blue_team'].name
red_team = form.cleaned_data['red_team'].name
team_predictor_values = form.cleaned_data['team_predictor_values']
team_game_range = form.cleaned_data['team_game_range']
print('predictor value {}'.format(team_predictor_values))
predict = PredictTeamWin(engine,
predictor_stats=team_predictor_values,
game_range=team_game_range)
predict_single_game = predict.predict_on_single_game(
blue_team, red_team)
topTen = TopTenTeamService(engine)
if predict.is_loaded:
top_teams = topTen.top_ten_teams()
#just to test it
#top_teams = topTen.top_ten_teams()
#TopTenTeamsView().top_ten_view()
morris_chart_data = []
print('making morris chart')
for k, v in predict_single_game.items():
single_chart_point = {'label': k, 'value': v}
morris_chart_data.append(single_chart_point)
response_object = {'data': morris_chart_data}
return JsonResponse(response_object)
else:
return HttpResponseRedirect(self.get_success_url())
def top_ten_teams(self):
all_teams_dict = Team.objects.all().values('name')
all_teams = [x['name'] for x in all_teams_dict]
#all_teams = Team.objects.all().values_list('name', flat = True)
print('this is the team name {}'.format(all_teams))
top_ten = {}
for team in all_teams:
top_ten[team] = 0
engine = self.engine
predict = PredictTeamWin(engine)
k = 0
for blue_team in all_teams[:-1]:
print('{}. team : {}'.format(k, blue_team))
k += 1
for red_team in all_teams[all_teams.index(blue_team) + 1:]:
predict_single_game = predict.predict_on_single_game(
blue_team, red_team)
blue_prob = predict_single_game.get(blue_team)
red_prob = predict_single_game.get(red_team)
if blue_prob > red_prob:
top_ten[blue_team] += 1
else:
if red_prob > blue_prob:
top_ten[red_team] += 1
else:
top_ten[red_team] += +0.5
top_ten[blue_team] += 0.5
# 2nd round: change the sides
#
predict_single_game = predict.predict_on_single_game(
red_team, blue_team)
blue_prob = predict_single_game.get(blue_team)
red_prob = predict_single_game.get(red_team)
if blue_prob > red_prob:
top_ten[blue_team] += 1
else:
if red_prob > blue_prob:
top_ten[red_team] += 1
else:
top_ten[red_team] += 0.5
top_ten[blue_team] += 0.5
sorted_teams_and_wins = sorted(top_ten.items(),
key=operator.itemgetter(1),
reverse=True) #tuples
#print("top ten sorted : --- {}".format(sorted_teams_and_wins))
a = range(1, len(sorted_teams_and_wins) + 1)
tt = zip(sorted_teams_and_wins, a)
#delete all records 1st:
TopTenTeam.objects.all().delete()
for item, r in tt:
t10 = TopTenTeam.objects.create(name=item[0],
score=item[1],
rank=r)
def top_ten_teams(self):
all_teams_dict = Team.objects.all().values('name')
all_teams = [x['name'] for x in all_teams_dict]
#all_teams = Team.objects.all().values_list('name', flat = True)
print('this is the team name {}'.format(all_teams))
top_ten = {}
for team in all_teams:
top_ten[team] = 0;
engine = self.engine
predict = PredictTeamWin(engine)
k=0
for blue_team in all_teams[: -1]:
print('{}. team : {}'.format(k, blue_team))
k += 1
for red_team in all_teams[all_teams.index(blue_team) + 1 :]:
predict_single_game = predict.predict_on_single_game(blue_team, red_team)
blue_prob = predict_single_game.get(blue_team)
red_prob = predict_single_game.get(red_team)
if blue_prob > red_prob:
top_ten[blue_team] += 1
else:
if red_prob > blue_prob:
top_ten[red_team] += 1
else:
top_ten[red_team] += + 0.5
top_ten[blue_team] += 0.5
# 2nd round: change the sides
#
predict_single_game = predict.predict_on_single_game(red_team, blue_team)
blue_prob = predict_single_game.get(blue_team)
red_prob = predict_single_game.get(red_team)
if blue_prob > red_prob:
top_ten[blue_team] += 1
else:
if red_prob > blue_prob:
top_ten[red_team] += 1
else:
top_ten[red_team] += 0.5
top_ten[blue_team] += 0.5
sorted_teams_and_wins = sorted(top_ten.items(), key=operator.itemgetter(1), reverse=True) #tuples
#print("top ten sorted : --- {}".format(sorted_teams_and_wins))
a = range(1, len(sorted_teams_and_wins) + 1)
tt = zip(sorted_teams_and_wins, a)
#delete all records 1st:
TopTenTeam.objects.all().delete()
for item, r in tt:
t10 = TopTenTeam.objects.create(name = item[0], score = item[1], rank = r)
def get_context_data(self, **kwargs):
context = super(TeamPredictions, self).get_context_data()
databases = getattr(settings, "DATABASES", None)
database = databases['default']
engine = create_engine('postgresql://{}:{}@{}:{}/{}'.format(database['USER'], database['PASSWORD'],
database['HOST'], database['PORT'],
database['NAME']), echo=False)
predict = PredictTeamWin(engine, 'SK TELECOM T1', 'COUNTER LOGIC GAMING')
predict_single_game = predict.predict_on_single_game()
winning_percent = predict_single_game['SK TELECOM T1']
context['team_name'] = 'SK TELECOM T1'
context['winning_percent'] = winning_percent
return context
def get_context_data(self, **kwargs):
context = super(TeamPredictions, self).get_context_data()
databases = getattr(settings, "DATABASES", None)
database = databases['default']
engine = create_engine('postgresql://{}:{}@{}:{}/{}'.format(
database['USER'], database['PASSWORD'], database['HOST'],
database['PORT'], database['NAME']),
echo=False)
predict = PredictTeamWin(engine, 'SK TELECOM T1',
'COUNTER LOGIC GAMING')
predict_single_game = predict.predict_on_single_game()
winning_percent = predict_single_game['SK TELECOM T1']
context['team_name'] = 'SK TELECOM T1'
context['winning_percent'] = winning_percent
return context
