def graph_short_event():
graphing.update_dataframe()
switch_sum = graphing.math_tasks(graphing.get_column('placeSwitch'),
graphing.get_column('placeOpponent'), '+',
'placeSwitches')
tasks = ['placeScale', 'placeExchange']
data = graphing.combine_tasks([switch_sum, graphing.get_list(tasks)])
place_plot = graphing.hv_stack(graphing.filter_teams(data),
'Average Cubes Placed',
width=1500)
tasks = ['placeSwitch', 'placeOpponent'] + tasks
data = graphing.get_list(tasks, 'teleop', 'max_successes')
exchange_plot = graphing.hv_stack(graphing.filter_teams(data),
'Max Cubes Placed',
width=1500)
plot = (place_plot + exchange_plot).cols(1)
return graphing.get_html(plot, 'eventData')
def pickup_locations():
tasks = ['pickupPlatform', 'pickupCubeZone', 'pickupPortal']
team_sums = graphing.get_column('pickupFloor',
'teleop',
'sum_successes',
task_rename='pickupTotal')
pickup_max = graphing.get_column('pickupFloor', 'teleop', 'sum_successes')
for location in tasks:
data = graphing.get_column(location, 'teleop', 'sum_successes')
for i in range(len(data)):
if data[i][2] > pickup_max[i][2]:
pickup_max[i] = data[i]
team_sums[i][2] += data[i][2]
for i in range(len(pickup_max)):
if team_sums[i][2] != 0:
pickup_max[i][2] = str(
round(pickup_max[i][2] / team_sums[i][2] * 100)) + '%'
else:
pickup_max[i][2] = '0%'
return pickup_max
def graph_long_event():
graphing.update_dataframe()
switch_sum = graphing.math_tasks(graphing.get_column('placeSwitch'),
graphing.get_column('placeOpponent'), '+',
'placeSwitches')
data = graphing.combine_tasks([
switch_sum,
graphing.get_column('placeExchange'),
graphing.get_column('placeScale')
])
place_plot = graphing.hv_stack(graphing.filter_teams(data),
'Cubes Placed',
width=1500)
success = graphing.get_column('makeClimb', 'finish')
attempt = graphing.get_column('makeClimb', 'finish')
climb_plot = graphing.hv_stack(graphing.filter_teams(
graphing.combine_tasks([success, attempt]),
graphing.sorted_teams(success)),
'Climbs',
width=1500)
success = graphing.get_column('disabled', 'finish', 'sum_successes')
attempt = graphing.math_tasks(
graphing.get_column('disabled', 'finish', 'sum_attempts'), success,
'-', 'temporary')
foul_plot = graphing.hv_bar(graphing.filter_teams(
graphing.combine_tasks([success, attempt]),
graphing.scoring_teams(attempt)),
'Problems',
width=1500)
tasks = ['autoLine', 'placeSwitch', 'placeScale']
data = graphing.get_list(tasks, 'auto')
auto_plot = graphing.hv_stack(graphing.filter_teams(data),
'Auto',
width=1500)
data = graphing.get_list(tasks, 'auto', 'avg_attempts')
auto_att = graphing.hv_stack(graphing.filter_teams(data),
'Auto Attempts',
width=1500)
plot = (auto_plot + auto_att + climb_plot + foul_plot).cols(1)
graphing.save_view(plot, 'longEventData')
return graphing.get_html(plot, 'longEventData')
def graph_printout():
graphing.update_dataframe()
switch_sum = graphing.math_tasks(graphing.get_column('placeSwitch'),
graphing.get_column('placeOpponent'), '+',
'placeSwitches')
tasks = ['placeOpponent', 'placeSwitch', 'placeExchange']
data = graphing.combine_tasks([graphing.get_list(tasks)])
place_plot = graphing.hv_stack(graphing.filter_teams(
data, graphing.sorted_teams(data)),
'Average Cubes Placed' + graphing.updated,
width=1500,
height=1160)
data = graphing.get_column('placeScale')
exchange_plot = graphing.hv_stack(
graphing.filter_teams(data, graphing.sorted_teams(data)),
'Average scale Cubes Placed' + graphing.updated,
width=1500,
height=1160)
return graphing.get_html(place_plot, 'eventData') + graphing.get_html(
exchange_plot, 'eventData')
def examine_match(match_list):
#Collect relevant data
graphing.update_dataframe()
match_count = graphing.get_column('autoLine', 'auto', 'matches')
tasks = ['autoLine', 'placeSwitch', 'placeScale']
auto_avg = graphing.get_list(tasks, 'auto')
tasks = ['placeSwitch', 'placeScale', 'placeOpponent', 'placeExchange']
place_avg = graphing.get_list(tasks, 'teleop')
place_max = graphing.get_list(tasks, 'teleop', 'max_successes')
tasks = ['parkPlatform', 'makeClimb', 'supportClimb']
end_sum = graphing.get_list(tasks, 'finish', 'sum_successes')
pickup_max = pickup_locations()
disabled_sum = graphing.get_column('disabled', 'finish', 'sum_attempts')
#Display teams in match
team_widgets = list()
for team in match_list:
widget = '<td style="padding: 5px;"><h3>Team ' + team + ' Played: ' + str(
graphing.filter_teams(match_count, [team])[0][2]) + '</h3>'
widget += '<div> <div style="float: left;">'
#Auto
widget += " --Auto Averages-- <br>"
widget += "Cross Auto Line: " + graphing.value(
auto_avg, team, 'autoLine') + " <br>"
widget += "Place Switch: " + graphing.value(
auto_avg, team, 'placeSwitch') + " <br>"
widget += "Place Scale: " + graphing.value(
auto_avg, team, 'placeScale') + " <br>"
#Ending
widget += "<br> --Final Sums-- <br>"
widget += "Parked: " + graphing.value(
end_sum, team, 'parkPlatform') + "<br>"
widget += "Climbs: " + graphing.value(
end_sum, team, 'makeClimb') + "<br>"
widget += "Support: " + graphing.value(end_sum, team,
'supportClimb') + "<br>"
widget += '</div> <div style="float: left;">'
#Placement
widget += "<br> --Placement-- <br>"
widget += "Switch Max: " + graphing.value(
place_max, team, 'placeSwitch')
widget += " Avg: " + graphing.value(
place_avg, team, 'placeSwitch') + " <br>"
widget += "Scale Max: " + graphing.value(
place_max, team, 'placeScale')
widget += " Avg: " + graphing.value(
place_avg, team, 'placeScale') + " <br>"
widget += "Opponent Max: " + graphing.value(
place_max, team, 'placeOpponent')
widget += " Avg: " + graphing.value(
place_avg, team, 'placeOpponent') + " <br>"
widget += "Exchange Max: " + graphing.value(
place_max, team, 'placeExchange')
widget += " Avg: " + graphing.value(
place_avg, team, 'placeExchange') + " <br>"
#Other
pickup_team = graphing.filter_teams(pickup_max, [team])[0]
widget += "<br>" + pickup_team[1] + " for " + pickup_team[2] + "<br>"
widget += "<br>Disabled: " + graphing.value(disabled_sum, team,
'disabled')
widget += "</div> </div>"
widget += "</td>"
team_widgets.append(widget)
#Place display into table
out = '<table> <tr class="Red">'
out += team_widgets[0] + team_widgets[1] + team_widgets[2]
out += '</tr><tr class="Blue">'
out += team_widgets[3] + team_widgets[4] + team_widgets[5]
out += '</tr></table>'
return out