smoothing=True)
metrica_defence = pvm.lastrow_calc_player_velocities(data_defence,
smoothing=True)
print('converted to metrica')
# Read in Events
events_dict, events_df = create.create_events(metrica_attack)
print('events imported')
# Real Shirt Mapping
shirt_mapping = sm.create_consistent_shirt_mapping(last_row)
events_df = sm.real_shirt_mapping(events_df, shirt_mapping)
print('shirts mapped')
# to Bokeh Format
bokeh_attack = mtb.tracking_to_bokeh_format(metrica_attack)
bokeh_defence = mtb.tracking_to_bokeh_format(metrica_defence)
print('converted to bokeh')
# List of available Matches
match_list = events_df.index.get_level_values(level=0).unique().tolist()
# Surface Colour Map
m_coolwarm_rgb = (255 * cm.coolwarm(range(256))).astype('int')
bokehpalette = [RGB(*tuple(rgb)).to_hex() for rgb in m_coolwarm_rgb]
# Create each of the tabs
#tab1 = goals_overview_tab(events_df, match_list, bokeh_attack, bokeh_defence, shirt_mapping)
#print('tab1 completed')
#tab2 = pitch_surfaces_tab(events_df, metrica_attack, metrica_defence, bokeh_attack, bokeh_defence, shirt_mapping, match_list)
#print('tab2 completed')
def recalculate(event):
match_selection = match_select.value
event_selection = event_select.value
player_selection = int(player_select.value)
team_selection = team_select.value
if team_selection == 'attack':
player = att_src.data['player'][player_selection]
shirt = att_src.data['Shirt Number'][player_selection]
# attack
selected_att_x = att_src.data['x'][player_selection]
selected_att_y = att_src.data['y'][player_selection]
og_selected_att_x = og_att_src.data['x'][player_selection]
og_selected_att_y = og_att_src.data['y'][player_selection]
x_displacement = selected_att_x - og_selected_att_x
y_displacement = selected_att_y - og_selected_att_y
metrica_attack_new = mtb.player_displacement(
match_selection, event_selection, events_df, metrica_attack,
metrica_defence, 'attack', player, x_displacement,
y_displacement)
bokeh_attack_new = mtb.tracking_to_bokeh_format(metrica_attack_new)
new_event_src, new_att_src, new_def_src, new_ball_src, new_PPCF_src, new_PT_src, new_PS_src, new_PPV_src, new_RPPV_src, xgrid, ygrid = make_dataset(
match_selection, event_selection, metrica_attack_new,
metrica_defence, bokeh_attack_new, bokeh_defence)
print('calculating..')
event_src.data.update(new_event_src.data)
att_src.data.update(new_att_src.data)
def_src.data.update(new_def_src.data)
ball_src.data.update(new_ball_src.data)
PPCF_src.data.update(new_PPCF_src.data)
PT_src.data.update(new_PT_src.data)
PT_src.data.update(new_PS_src.data)
PPV_src.data.update(new_PPV_src.data)
RPPV_src.data.update(new_RPPV_src.data)
pitch_value = make_plot(event_src,
att_src,
def_src,
ball_src,
PPV_src,
bokeh_attack,
bokeh_defence,
xgrid,
ygrid,
field_dimen=(
106.,
68.,
),
new_grid_size=500)
relative_pitch_value = make_plot(event_src,
att_src,
def_src,
ball_src,
RPPV_src,
bokeh_attack,
bokeh_defence,
xgrid,
ygrid,
field_dimen=(
106.,
68.,
),
new_grid_size=500)
elif team_selection == 'defence':
player = def_src.data['player'][player_selection]
shirt = def_src.data['Shirt Number'][player_selection]
# defence
selected_def_x = def_src.data['x'][player_selection]
selected_def_y = def_src.data['y'][player_selection]
og_selected_def_x = og_def_src.data['x'][player_selection]
og_selected_def_y = og_def_src.data['y'][player_selection]
x_displacement = selected_def_x - og_selected_def_x
y_displacement = selected_def_y - og_selected_def_y
metrica_defence_new = mtb.player_displacement(
match_selection, event_selection, events_df, metrica_attack,
metrica_defence, 'defence', player, x_displacement,
y_displacement)
bokeh_defence_new = mtb.tracking_to_bokeh_format(
metrica_defence_new)
new_event_src, new_att_src, new_def_src, new_ball_src, new_PPCF_src, new_PT_src, new_PS_src, new_PPV_src, new_RPPV_src, xgrid, ygrid = make_dataset(
match_selection, event_selection, metrica_attack,
metrica_defence_new, bokeh_attack, bokeh_defence_new)
print('calculating..')
event_src.data.update(new_event_src.data)
att_src.data.update(new_att_src.data)
def_src.data.update(new_def_src.data)
ball_src.data.update(new_ball_src.data)
PPCF_src.data.update(new_PPCF_src.data)
PT_src.data.update(new_PT_src.data)
PT_src.data.update(new_PS_src.data)
PPV_src.data.update(new_PPV_src.data)
RPPV_src.data.update(new_RPPV_src.data)
pitch_value = make_plot(event_src,
att_src,
def_src,
ball_src,
PPV_src,
bokeh_attack,
bokeh_defence,
xgrid,
ygrid,
field_dimen=(
106.,
68.,
),
new_grid_size=500)
relative_pitch_value = make_plot(event_src,
att_src,
def_src,
ball_src,
RPPV_src,
bokeh_attack,
bokeh_defence,
xgrid,
ygrid,
field_dimen=(
106.,
68.,
),
new_grid_size=500)