def teamcomparison_chart_get(logger, ctitle, csubtitle, ismobile, data_dic):
""" team comparison heatmap chart """
logger.debug('teamcomparison_chart_get()')
variable_dic = variables_get(ismobile)
chart_options = {
'chart': {
'type': 'heatmap',
'height': '110%',
'inverted': 1,
'style': chartstyle()
},
'exporting': exporting(filename=ctitle, allowhtml=0),
'title': title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle': subtitle(csubtitle, variable_dic['subtitle_size']),
'credits': credit(),
'xAxis': {
'categories': data_dic['x_category'],
'type': 'category',
'labels': {'useHTML': 1, 'align': 'center'}
},
'yAxis': {
'categories': data_dic['y_category'],
'title': '',
'opposite':1,
},
'tooltip': {
'headerFormat': '',
'pointFormat': '<b>{point.y_name}</b>: {point.ovalue}',
'split': 1,
},
'legend': {
'align': 'center',
'layout': 'horizontal',
'verticalAlign': 'bottom',
'useHTML': 0,
'itemStyle': {'color': text_color, 'font-size': font_size},
},
'colorAxis': color_axis(showinlegend=0),
'series': [{
'marker': {'symbol': 'square'},
'borderWidth': variable_dic['border_width'],
'borderColor': '#ffffff',
'data': data_dic['data'],
'showInLegend': 0,
'dataLabels': {'enabled': 0}
}],
}
return chart_options
def faceoff_overview_chart(logger, ctitle, ismobile, data_dic):
""" create chart 5v5 pace """
# pylint: disable=E0602
logger.debug('faceoff_overview_chart()')
variable_dic = variables_get(ismobile)
chart_options = {
'chart': {
'type': 'scatter',
'height': '80%',
'style': chartstyle()
},
'exporting': exporting(filename=ctitle),
'title': title(ctitle, variable_dic['title_size'], decoration=True),
'credits': credit(),
'legend': legend(enabled=1),
'responsive': responsive_y1(),
'tooltip': {
'useHTML': 1,
'headerFormat': '',
'pointFormat': '<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.sum_faceoffswon}</span><br><span style="font-size: %s">%s: {point.sum_faceoffslost}</span><br/><span style="font-size: %s">%s: {point.y}</span><br/>' % (font_size, _('Faceoffs won'), font_size, _('Faceoffs lost'), font_size, _('Faceoffs win percentage'))
},
'xAxis': {
'labels': {
'enabled': 0
},
'tickInterval': 0,
},
'yAxis': {
'title': title(ctitle, font_size),
# 'tickInterval': 1,
'maxPadding': 0.1,
'min': data_dic['y_min_minmax'] - 2,
'max': data_dic['y_max_minmax'] + 2,
'labels': {'style': {'fontSize': font_size},},
'gridLineWidth': 1,
'plotBands': [{'from': data_dic['y_avg'] - data_dic['y_deviation']/2, 'to': data_dic['y_avg'] + data_dic['y_deviation']/2, 'color': chart_color6}],
'plotLines': [{'zIndex': 3, 'color': plotlines_color, 'width': 2, 'value': data_dic['y_avg']}],
},
'series': [{'zIndex': 1, 'name': _('Standard Deviation'), 'color': plotlines_color, 'data': data_dic['data']}]
}
return chart_options
def shiftsupdates_get(logger, subtitle, ismobile, chart_data):
""" get updates for shiftchart """
logger.debug('shiftsupdates_get()')
# pylint: disable=E0602
variable_dic = variables_get(ismobile)
# this is a dictionary containing period names
periodname_dic = {1: '1st', 2: '2nd', 3: '3rd', 4: 'OT', 5: 'Full Game'}
updates_dic = {}
for period in chart_data:
# create structure to store the updates
updates_dic[period] = {'name': periodname_dic[period], 'data': {}}
# update chart-title
updates_dic[period]['data']['subtitle'] = {'text': '{0} - {1}'.format(subtitle, periodname_dic[period])}
# update series
updates_dic[period]['data']['series'] = [{'name': ('Even Strength'), 'data': chart_data[period]['shifts_list'], 'color': '#404040', 'marker': {'symbol': 'square'}}]
updates_dic[period]['data']['xAxis'] = [{
'title': title(_('Game Time'), variable_dic['font_size']),
'labels': {'align': 'center', 'style': {'fontSize': variable_dic['font_size']}},
#'categories': chart_data[period]['x_list'],
'type': 'datetime',
'tickInterval': 300000,
#'tickPositions': chart_data[period]['xtickposition_list'],
'tickWidth': 1,
'grid': {'enabled': 0},
'opposite': 0,
}, {
'title': title(_('Goals'), variable_dic['font_size'], offset=15),
'labels': {'useHTML': 1, 'align': 'center'},
'tickPositions': [],
'plotLines': chart_data[period]['x2_plotlines_list'],
'plotBands': chart_data[period]['plotbands_list'],
'tickWidth': 0,
'grid': {'enabled': 0},
'opposite': 1,
}]
# default checked value in chart
updates_dic[5]['checked'] = True
return updates_dic
def pppk_chart_get(logger, ctitle, csubtitle, ismobile, pppk_data):
# pylint: disable=E0602
""" pdo breakdown """
logger.debug('pdo_breakdown_chart()')
variable_dic = variables_get(ismobile)
# dirty hack
if pppk_data['x_min'] == 0:
pppk_data['x_min'] = 1
if pppk_data['y_min'] == 0:
pppk_data['y_min'] = 1
if pppk_data['x_max'] == 100:
pppk_data['x_max'] = 99
if pppk_data['y_max'] == 100:
pppk_data['y_max'] = 99
minmax_dic = {
'x_min': pppk_data['x_min'] - 1,
'y_min': pppk_data['y_min'] - 1,
'x_max': pppk_data['x_max'] + 1,
'y_max': pppk_data['y_max'] + 1
}
chart_options = {
'chart': {
'type': 'scatter',
'height': '120%',
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend': {
'enabled': 1
},
'responsive':
responsive_y1(),
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.x}%s</span><br><span style="font-size: %s">%s: {point.y}%s</span><br/>'
% (font_size, _('Shooting percentage (Sh%)'), '%', font_size,
_('Save percentage (Sv%)'), '%s')
},
'xAxis': {
'title':
title(_('Powerplay percentage (Pp%)'), font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'min':
minmax_dic['x_min'],
'max':
minmax_dic['x_max'],
'tickInterval':
1,
'showFirstLabel':
1,
'showLastLabel':
1,
'gridLineWidth':
1,
'plotBands': [{
'from':
pppk_data['x_avg'] - pppk_data['x_deviation'] / 2,
'to':
pppk_data['x_avg'] + pppk_data['x_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': pppk_data['x_avg']
}],
},
'yAxis': {
'title':
title(_('Penalty Kill percentage (Pk%)'), font_size),
'maxPadding':
0.1,
'min':
minmax_dic['y_min'],
'max':
minmax_dic['y_max'],
'tickInterval':
1,
'labels': {
'style': {
'fontSize': font_size
},
},
'gridLineWidth':
1,
'plotBands': [{
'from':
pppk_data['y_avg'] - pppk_data['y_deviation'] / 2,
'to':
pppk_data['y_avg'] + pppk_data['y_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': pppk_data['y_avg']
}],
},
'series': [{
'zIndex': 1,
'name': _('Standard Deviation'),
'color': plotlines_color,
'marker': {
'symbol': 'square'
},
'data': pppk_data['data']
}],
'annotations':
corner_annotations(ismobile, minmax_dic, _('Defensive'),
_('Overstrained'), _('Agressive'), _('Offensive')),
}
return chart_options
def scoreenchart_get(logger, ctitle, csubtitle, ismobile, data_dic):
# pylint: disable=E0602, R0914
""" create time-on-ice chart """
logger.debug('gametoichart_create()')
variable_dic = variables_get(ismobile)
chart_options = {
'chart': {
'type': 'column',
'height': '80%',
'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend':
legend(),
'responsive':
responsive_y1(),
'tooltip': {
'sharted':
1,
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span> <b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.goalie_other_pull}</span><br><span style="font-size: %s">%s: {point.goals_en_for}</span><br/><span style="font-size: %s">%s: {point.goals_en_for_pctg}%s </span><br/>'
% (font_size, _('Empty net changes'), font_size,
_('Empty net goals'), font_size, _('Scoring percentage'), '%')
},
'plotOptions': {
'series': {
'states': {
'inactive': {
'opacity': 1
}
},
'dataLabels': {
'enabled': 1,
'style': {
'fontSize': font_size,
'textOutline': 0,
'color': '#000000',
'fontWeight': 0
},
}
}
},
'xAxis': {
'categories': data_dic['team_list'],
'title': title('', font_size),
'labels': {
'useHTML': 1,
'align': 'center'
},
# 'labels': {'style': {'fontSize': font_size}},
},
'yAxis': [{
# pylint: disable=E0602
'title':
title('', font_size),
'reversedStacks':
0,
'labels': {
'enabled': 1,
'style': {
'fontSize': font_size
}
},
'min':
0,
'plotLines': [{
'color': plotlines_color,
'width': 2,
'value': 100
}],
}],
'series': [
# pylint: disable=E0602
{
'name': _('Empty net changes'),
'data': data_dic['goalie_other_pull_list'],
'color': chart_color2
},
{
'name': _('Empty net goals'),
'data': data_dic['goals_en_list'],
'color': chart_color3
},
]
}
return chart_options
def goaliepullchart_get(logger, ctitle, csubtitle, ismobile, data_dic):
# pylint: disable=E0602, R0914
""" create time-on-ice chart """
logger.debug('gametoichart_create()')
variable_dic = variables_get(ismobile)
chart_options = {
'chart': {
'type': 'column',
'height': '80%',
'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend':
legend(),
'responsive':
responsive_y1_nolabel(),
'tooltip': {
'sharted':
1,
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.goalie_own_pull}</span><br><span style="font-size: %s">%s: {point.goals_wogoalie_for}</span><br/><span style="font-size: %s">%s: {point.goals_en_against}</span><br/>'
% (font_size, _('Goalie pulls'), font_size,
_('Goals after pulling goalie'), font_size,
_('Empty net goals taken'))
},
'plotOptions': {
'series': {
'states': {
'inactive': {
'opacity': 1
}
},
'stacking': 'normal',
'dataLabels': {
'enabled': 1,
'inside': 1,
'style': {
'fontSize': font_size,
'textOutline': 0,
'color': '#ffffff',
'fontWeight': 0
},
'format': '{point.label}'
}
}
},
'xAxis': {
'categories': data_dic['team_list'],
'title': title('', font_size),
'labels': {
'useHTML': 1,
'align': 'center'
},
# 'labels': {'style': {'fontSize': font_size}},
},
'yAxis': {
# pylint: disable=E0602
'title': title('', font_size),
'reversedStacks': 0,
'tickInterval': 1,
'labels': {
'enabled': 0,
'style': {
'fontSize': font_size
}
},
'plotLines': [{
'color': plotlines_color,
'width': 2,
'value': 100
}],
},
'series': [
# pylint: disable=E0602
{
'name': _('Goals after pulling goalie'),
'marker': {
'symbol': 'square'
},
'data': data_dic['goals_wogoalie_for_list'],
'color': chart_color3
},
{
'name': _('Emptynet goals taken'),
'marker': {
'symbol': 'square'
},
'data': data_dic['goals_en_against_list'],
'color': chart_color1
},
]
}
return chart_options
def discipline_chart_get(logger, ctitle, csubtitle, ismobile, pppk_data):
# pylint: disable=E0602
""" pdo breakdown """
logger.debug('discipline_chart_get()')
variable_dic = variables_get(ismobile)
# dirty hack
if pppk_data['x_min'] == 0:
pppk_data['x_min'] = 1
if pppk_data['y_min'] == 0:
pppk_data['y_min'] = 1
if pppk_data['x_max'] == 100:
pppk_data['x_max'] = 99
if pppk_data['y_max'] == 100:
pppk_data['y_max'] = 99
minmax_dic = {
'x_min': pppk_data['x_min'] - 0.2,
'y_min': pppk_data['y_min'] - 0.2,
'x_max': pppk_data['x_max'] + 0.2,
'y_max': pppk_data['y_max'] + 0.2
}
chart_options = {
'chart': {
'type': 'scatter',
'height': '110%',
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend': {
'enabled': 1
},
'responsive':
responsive_y1(),
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.penaltyminutes_drawn}min</span><br><span style="font-size: %s">%s: {point.penaltyminutes_taken}min</span><br/>'
% (font_size, _('Penaltyminutes drawn'), font_size,
_('Penaltyminutes taken'))
},
'xAxis': {
'title':
title(_('Penaltyminutes drawn (avg per game)'), font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'min':
minmax_dic['x_min'],
'max':
minmax_dic['x_max'],
'tickInterval':
0.5,
'showFirstLabel':
1,
'showLastLabel':
1,
'gridLineWidth':
1,
'plotBands': [{
'from':
pppk_data['x_avg'] - pppk_data['x_deviation'] / 2,
'to':
pppk_data['x_avg'] + pppk_data['x_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': pppk_data['x_avg']
}],
},
'yAxis': {
'title':
title(_('Penaltyminutes taken (avg per game)'), font_size),
'maxPadding':
0.1,
'min':
minmax_dic['y_min'],
'max':
minmax_dic['y_max'],
'tickInterval':
0.5,
'labels': {
'style': {
'fontSize': font_size
},
},
'gridLineWidth':
1,
'plotBands': [{
'from':
pppk_data['y_avg'] - pppk_data['x_deviation'] / 2,
'to':
pppk_data['y_avg'] + pppk_data['x_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': pppk_data['y_avg']
}],
},
'series': [{
'zIndex': 1,
'name': _('Standard Deviation'),
'color': plotlines_color,
'marker': {
'symbol': 'square'
},
'data': pppk_data['data']
}],
'annotations':
corner_annotations(ismobile, minmax_dic, _('Undisciplined'),
_('Friendly'), _('Chippy'), _('Disciplined'), 1)
}
return chart_options
def xgfa_chart_get(logger, ctitle, csubtitle, ismobile, xgfa_data):
# pylint: disable=E0602
""" pdo breakdown """
logger.debug('pdo_breakdown_chart()')
variable_dic = variables_get(ismobile)
# dirty hack
if xgfa_data['x_min'] == 0:
xgfa_data['x_min'] = 1
if xgfa_data['y_min'] == 0:
xgfa_data['y_min'] = 1
minmax_dic = {
'x_min': xgfa_data['x_min'] - 0.2,
'y_min': xgfa_data['y_min'] - 0.2,
'x_max': xgfa_data['x_max'] + 0.2,
'y_max': xgfa_data['y_max'] + 0.2
}
chart_options = {
'chart': {
'type': 'scatter',
'height': '100%',
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend': {
'enabled': 1
},
'responsive':
responsive_y1(),
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.x}</span><br><span style="font-size: %s">%s: {point.y}</span><br/>'
% (font_size, _('xGF60'), font_size, _('xGA60'))
},
'xAxis': {
'title':
title(_('Expected Goals "For" per 60min (xGF60)'), font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'min':
minmax_dic['x_min'],
'max':
minmax_dic['x_max'],
'tickInterval':
0.25,
'showFirstLabel':
1,
'showLastLabel':
1,
'gridLineWidth':
1,
'plotBands': [{
'from':
xgfa_data['x_avg'] - xgfa_data['x_deviation'] / 2,
'to':
xgfa_data['x_avg'] + xgfa_data['x_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': xgfa_data['x_avg']
}],
},
'yAxis': {
'title':
title(_('Expected Goals "Against" per 60min (xGA60)'), font_size),
'maxPadding':
0.1,
'min':
minmax_dic['y_min'],
'max':
minmax_dic['y_max'],
'tickInterval':
0.25,
'reversed':
1,
'labels': {
'style': {
'fontSize': font_size
},
},
'gridLineWidth':
1,
'plotBands': [{
'from':
xgfa_data['y_avg'] - xgfa_data['y_deviation'] / 2,
'to':
xgfa_data['y_avg'] + xgfa_data['y_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': xgfa_data['y_avg']
}],
},
'series': [{
'zIndex': 1,
'name': _('Standard Deviation'),
'color': plotlines_color,
'marker': {
'symbol': 'square'
},
'data': xgfa_data['data']
}],
'annotations':
corner_annotations(ismobile, minmax_dic, _('Headless'), _('Boring'),
_('Exciting'), _('Coolly')),
}
return chart_options
def dgf_chart_get(logger, ctitle, csubtitle, ismobile, data_dic):
# pylint: disable=E0602
""" pdo overview """
logger.debug('pdo_overview_chart()')
variable_dic = variables_get(ismobile)
if ismobile:
chart_height = '100%'
legent_title_size = font_size_mobile
else:
chart_height = '80%'
legent_title_size = font_size
chart_options = {
'chart': {
'type': 'column',
'height': chart_height,
'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend':
legend(1, {
'title': {
'text': 'GF%',
'style': {
'fontSize': legent_title_size
}
}
}),
'responsive':
responsive_y1(),
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.shortcut}</b></span></br><span style="font-size: %s">%s: {point.gf_pctg}</span><br><span style="font-size: %s">%s: {point.y}</span><br/>'
% (font_size, _('GF%'), font_size, _('dGF%'))
},
'plotOptions': {
'series': {
'dataLabels': {
'enabled': 1,
'useHTML': 0,
'style': {
'fontSize': font_size,
'textOutline': 0,
'color': '#ffffff',
'fontWeight': 0
}
}
}
},
'xAxis': {
'categories': data_dic['data']['team_list'],
'title': title('', font_size),
'labels': {
'useHTML': 1,
'align': 'center'
},
},
'colorAxis':
color_axis(showinlegend=1, minimum=data_dic['gf_5v5_pctg_min']),
'yAxis': {
# pylint: disable=E0602
'title': title(_('Difference of GF% and xGF% (dGF%)'), font_size),
'labels': {
'style': {
'fontSize': font_size
}
},
'plotLines': [{
'color': plotlines_color,
'width': 2,
'value': 100
}],
},
'series': [
# pylint: disable=E0602
{
'name': _('dGF%'),
'marker': {
'symbol': 'square'
},
'data': data_dic['data']['dgf_list']
},
]
}
return chart_options
def gfxgf_chart_get(logger, ctitle, csubtitle, ismobile, gfxgf_data):
# pylint: disable=E0602
""" pdo breakdown """
logger.debug('pdo_breakdown_chart()')
variable_dic = variables_get(ismobile)
# dirty hack
if gfxgf_data['x_min'] == 0:
gfxgf_data['x_min'] = 1
if gfxgf_data['y_min'] == 0:
gfxgf_data['y_min'] = 1
if gfxgf_data['x_max'] == 100:
gfxgf_data['x_max'] = 99
if gfxgf_data['y_max'] == 100:
gfxgf_data['y_max'] = 99
minmax_dic = {
'x_min': int(round(gfxgf_data['x_min'], 0)) - 5,
'y_min': int(round(gfxgf_data['y_min'], 0)) - 2.5,
'x_max': int(round(gfxgf_data['x_max'], 0)) + 5,
'y_max': int(round(gfxgf_data['y_max'], 0)) + 5,
}
chart_options = {
'chart': {
'type': 'scatter',
'height': '110%',
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend': {
'enabled': 1
},
'responsive':
responsive_y1(),
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span><b>{point.team_name}</b></span></br><span style="font-size: %s">%s: {point.x}</span><br><span style="font-size: %s">%s: {point.y}</span><br/>'
% (font_size, _('GF%'), font_size, _('xGF%'))
},
'xAxis': {
'title':
title(_('Goals percentage on 5v5 (Gf%)'), font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'min':
minmax_dic['x_min'],
'max':
minmax_dic['x_max'],
#'tickInterval': 2,
'showFirstLabel':
1,
'showLastLabel':
1,
'gridLineWidth':
1,
'plotBands': [{
'from':
gfxgf_data['x_avg'] - gfxgf_data['x_deviation'] / 2,
'to':
gfxgf_data['x_avg'] + gfxgf_data['x_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': gfxgf_data['x_avg']
}],
},
'yAxis': {
'title':
title(_('expected Goals percentage on 5v5 (xGf%)'), font_size),
'maxPadding':
0.1,
'min':
minmax_dic['y_min'],
'max':
minmax_dic['y_max'],
#'tickInterval': 2,
'labels': {
'style': {
'fontSize': font_size
},
},
'gridLineWidth':
1,
'plotBands': [{
'from':
gfxgf_data['y_avg'] - gfxgf_data['y_deviation'] / 2,
'to':
gfxgf_data['y_avg'] + gfxgf_data['y_deviation'] / 2,
'color':
chart_color6
}],
'plotLines': [{
'zIndex': 3,
'color': plotlines_color,
'width': 2,
'value': gfxgf_data['y_avg']
}],
},
'series': [{
'zIndex': 1,
'name': _('Standard Deviation'),
'color': plotlines_color,
'marker': {
'symbol': 'square'
},
'data': gfxgf_data['data']
}],
'annotations':
corner_annotations(ismobile, minmax_dic, _('Underperforming'),
_('Bad'), _('Good'), _('Overperforming')),
}
return chart_options
def chatterchart_create(logger, ctitle, csubtitle, ismobile, events_dic,
plotband_list):
""" create chatter chart """
logger.debug('chatterchart_create()')
variable_dic = variables_get(ismobile)
data_list = []
x_list = []
cnt = 0
for _uts, event in sorted(events_dic.items()):
# we need to count the amount of tweets to calculate the chartsize
cnt += 1
# on the fly timestamp for x-axis
timestamp = uts_to_date_utc(date_to_uts_utc(event['created_at']),
'%H:%M')
if 'text_raw' in event:
timestamp = uts_to_date_utc(
int(date_to_uts_utc(event['created_at']) + 3600), '%H:%M')
# this is a regular event
text_shorten = textwrap.shorten(
event['text_raw'], variable_dic['timeline_wrap_length'])
data_list.append({
'x': cnt,
'name': timestamp,
'aname': '@{0}'.format(event['name_alternate']),
'scolor': twitter_color,
'label': text_shorten,
'description': event['text_raw'],
'dataLabels': {
'style': {
'fontSize': variable_dic['timeline_font_size']
}
}
})
else:
# this is a goal
data_list.append({
'x': cnt,
'name': timestamp,
'aname': '#bot1337',
'scolor': chart_color3,
'color': event['color'],
'label': event['name_alternate'],
'dataLabels': {
'color': event['color'],
'style': {
'fontSize': variable_dic['timeline_font_size'],
'fontWeight': 'bold'
}
}
})
x_list.append({'x': cnt, 'name': timestamp})
# charthight depends on number of tweets - need to be calculated
chart_height = variable_dic['ticker_startval'] + (
cnt * variable_dic['ticker_multiplier'])
chart_options = {
'chart': {
'type': 'timeline',
'height': '{0}%'.format(chart_height),
'inverted': 1,
'zoomType': 'x',
#'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'plotOptions': {
'timeline': {
'dataLabels': {
'align': 'left',
'distance': variable_dic['timeline_distance'],
'alternate': 0
}
}
},
'tooltip': {
'useHTML':
1,
'headerFormat':
'',
'pointFormat':
'<span style="color: {point.scolor}"><b>{point.aname}</b></span><br>{point.description}',
},
'xAxis': {
'categories': x_list,
'visible': 1,
'tickWidth': 0,
'tickInterval': 3,
'showFirstLabel': 1,
'showLastLabel': 1,
'lineWidth': 0,
'labels': {
'enabled': 1,
'style': {
'fontSize': variable_dic['timeline_font_size']
}
},
'plotBands': plotband_list,
},
'yAxis': {
'gridLineWidth': 3,
'title': '',
'startOnTick': 0,
'endOnTick': 0,
'labels': {
'enabled': 0
},
'width': 50
},
'colors': [chart_color6],
'series': [{
'dataLabels': {
'allowOverlap': 1,
'format': '{point.label}',
'borderWidth': 0
},
'data': data_list
}]
}
return chart_options
def shiftsperplayerchart_create(logger, ctitle, csubtitle, ismobile, data_dic):
# pylint: disable=E0602, R0914
""" create shift per player chart """
logger.debug('shiftsperplayerchart_create()')
variable_dic = variables_get(ismobile)
chart_options = {
'ctype':
'gantt',
'chart': {
'height': '110%',
'alignTicks': 0,
'style': chartstyle()
},
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend': {
'enabled': 0
},
'exporting':
exporting(filename=ctitle),
'responsive':
responsive_y1(),
'plotOptions': {
'series': {
'states': {
'inactive': {
'opacity': 1
}
}
}
},
'tooltip': {
'useHTML': 0,
'headerFormat': '',
'pointFormat':
'<b>{point.playername}</b><br>#{point.cnt} - {point.type}: {point.start_human}m - {point.end_human}m',
'followPointer': 1,
},
'xAxis': [{
'title': title(_('Game Time'), variable_dic['font_size']),
'labels': {
'align': 'center',
'style': {
'fontSize': variable_dic['font_size']
}
},
'tickInterval': 300000,
'type': 'datetime',
'tickWidth': 1,
'grid': {
'enabled': 0
},
'opposite': 0,
}, {
'title':
title(_('Goals'), variable_dic['font_size'], offset=15),
'tickPositions': [],
'plotLines':
data_dic['x2_plotlines_list'],
'plotBands':
data_dic['plotbands_list'],
'tickWidth':
0,
'grid': {
'enabled': 0
},
'opposite':
1
}],
'yAxis': {
'title': title('', font_size),
'categories': data_dic['playername_list'],
'labels': {
'useHTML': 1,
'align': 'right',
'style': {
'fontSize': variable_dic['font_size']
}
},
'grid': {
'enabled': 0
},
'plotLines': data_dic['y_plotlines_list']
},
'series': [
{
'name': ('Even Strength'),
'data': data_dic['shifts_list'],
'color': '#404040',
'marker': {
'symbol': 'square'
}
},
]
}
return chart_options
def gamematchupchart_create(logger, ctitle, csubtitle, ismobile, lineup_dic, matchup_matrix, plotline_dic, matchinfo_dic):
""" create matchup heatmeap """
# pylint: disable=E0602, R0914
logger.debug('gamematchupchart_create()')
variable_dic = variables_get(ismobile)
data_list = []
for hpid in matchup_matrix:
for vpid in matchup_matrix[hpid]:
# data_list.append([hpid, vpid, round(matchup_matrix[hpid][vpid]/60, 0)])
tmp_dic = {
'x': hpid, 'y': vpid,
'value': round(matchup_matrix[hpid][vpid]['seconds']/60, 3),
'minsec': '{0:02d}:{1:02d}'.format(*divmod(matchup_matrix[hpid][vpid]['seconds'], 60)),
'home_name': '{0} {1}'.format(lineup_dic['home_team'][hpid]['name'], lineup_dic['home_team'][hpid]['surname']),
'visitor_name': '{0} {1}'.format(lineup_dic['visitor_team'][vpid]['name'], lineup_dic['visitor_team'][vpid]['surname']),
'home_shots': matchup_matrix[hpid][vpid]['home_shots'],
'visitor_shots': matchup_matrix[hpid][vpid]['visitor_shots'],
}
# deside how to set label
if matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'] > 0:
# arrow up
tmp_dic['delta'] = '{0}{1}'.format('\u2BC5', matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'])
tmp_dic['dataLabels'] = {'format': '{0}{1}'.format('\u2BC5', matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'])}
elif matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'] == 0:
# no arrow
tmp_dic['delta'] = '{0}'.format(matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'])
tmp_dic['dataLabels'] = {'format': '{0}'.format(matchup_matrix[hpid][vpid]['home_shots'] - matchup_matrix[hpid][vpid]['visitor_shots'])}
else:
# left arrow
tmp_dic['delta'] = '{0}{1}'.format('\u2BC7', matchup_matrix[hpid][vpid]['visitor_shots'] - matchup_matrix[hpid][vpid]['home_shots'])
tmp_dic['dataLabels'] = {'format': '{0}{1}'.format('\u2BC7', matchup_matrix[hpid][vpid]['visitor_shots'] - matchup_matrix[hpid][vpid]['home_shots'])}
data_list.append(tmp_dic)
x_list = []
x_list_mobile = []
for player in lineup_dic['home_team']:
x_list.append('{0} {1}'.format(lineup_dic['home_team'][player]['name'], lineup_dic['home_team'][player]['surname']))
x_list_mobile.append('{0}. {1}'.format(lineup_dic['home_team'][player]['name'][0], lineup_dic['home_team'][player]['surname']))
y_list = []
y_list_mobile = []
for player in lineup_dic['visitor_team']:
y_list.append('{0} {1}'.format(lineup_dic['visitor_team'][player]['name'], lineup_dic['visitor_team'][player]['surname']))
y_list_mobile.append('{0}. {1}'.format(lineup_dic['visitor_team'][player]['name'][0], lineup_dic['visitor_team'][player]['surname']))
# x_plotlines
x_plotlines = []
for plot in plotline_dic['home_team']:
x_plotlines.append({'color': '#ffffff', 'width': 4, 'value': plot - .5, 'zIndex': 4})
# y_plotlines
y_plotlines = []
for plot in plotline_dic['visitor_team']:
y_plotlines.append({'color': '#ffffff', 'width': 4, 'value': plot - .5, 'zIndex': 4})
chart_options = {
'chart': {
'type': 'heatmap',
'height': variable_dic['shotmap_height_pctg'],
'style': chartstyle()
},
'exporting': exporting(filename=ctitle, allowhtml=0),
'title': title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle': subtitle(csubtitle, variable_dic['subtitle_size']),
'credits': credit(),
'tooltip': {
'useHTML': 0,
'headerFormat': None,
'pointFormat': '<span><b>{point.home_name} vs, {point.visitor_name}</b></span><br/> <span style="font-size: %(fontsize)s"> {series.name}: {point.minsec} %(min)s</span><br /><span style="font-size: %(fontsize)s"><b>%(headline)s:</b><br /><span style="font-size: %(fontsize)s"> %(homeshots)s: {point.home_shots}</span><br/> <span style="font-size: %(fontsize)s"> %(visitorshots)s: {point.visitor_shots}</span><br/><span style="font-size: %(fontsize)s"> delta: {point.delta}<br />' % {'fontsize': font_size, 'min': 'min', 'headline': _('Shots while players on Ice'), 'homeshots': matchinfo_dic['home_team__shortcut'], 'visitorshots': matchinfo_dic['visitor_team__shortcut']},
},
'xAxis': {
'categories': x_list,
'opposite':1,
'plotLines': x_plotlines,
'labels': {'step': 1, 'rotation': -45}
},
'yAxis': {
'categories': y_list,
'title': '',
'reversed': True,
'plotLines': y_plotlines,
'labels': {'step': 1}
},
'legend': {
'title': {'text': _('Time on Ice'), 'style': {'fontStyle': 'lighter','fontSize': font_size}},
'align': 'center',
'layout': 'horizontal',
'verticalAlign': 'bottom',
'itemStyle': {'color': text_color, 'fontWeight': 'lighter', 'fontSize': font_size},
},
'colorAxis': {
'min': 0,
'minColor': '#FFFFFF',
'maxColor': chart_color1,
'labels': {'style': {'color': text_color, 'fontSize': font_size}},
},
'series': [{
'name': _('Time on Ice'),
'borderWidth': 1,
'data': data_list,
'dataLabels': {
'enabled': 1,
'useHTML': 0,
# 'color': text_color,
'style': {'fontSize': '8px', 'textOutline': 0, 'color': text_color}
}
}],
'responsive': {
'rules': [{
'condition': {'maxWidth': 500},
'chartOptions': {
'legend': {'title': {'text': _('Time on Ice'), 'style': {'fontStyle': 'lighter','fontSize': font_size_mobile}}},
'xAxis': {'categories': x_list_mobile, 'labels': {'style': {'fontSize': font_size_mobile}}},
'yAxis': {'categories': y_list_mobile, 'labels': {'style': {'fontSize': font_size_mobile}}},
'colorAxis': {'labels': {'style': {'color': text_color, 'fontSize': font_size_mobile}}},
}
}]
}
}
return chart_options
def gametoichart_create(logger, ctitle, csubtitle, ismobile, toi_dic,
bar_color1, bar_color2, bar_color3, bar_color4):
# pylint: disable=E0602
""" create time-on-ice chart """
logger.debug('gametoichart_create()')
variable_dic = variables_get(ismobile)
# create x axis with player names
x_list = []
y_dic = {1: [], 2: [], 3: [], 4: []}
# we need two iterations of the dictionary
# first one is to create the list of playernames
for period in toi_dic:
for player_name in toi_dic[period]:
if player_name not in x_list:
x_list.append(player_name)
# 2nd one to add toi per player
for period in toi_dic:
for player_name in sorted(x_list):
if player_name in toi_dic[period]:
# y_dic[period].append('{0:02d}:{1:02d}'.format(*divmod(shifts_dic['ebb'][period][player_name], 60)))
y_dic[period].append({
'y':
round(toi_dic[period][player_name] / 60, 3),
'label':
'{0:02d}:{1:02d}'.format(
*divmod(toi_dic[period][player_name], 60))
})
else:
y_dic[period].append(0)
chart_options = {
'chart': {
'type': 'bar',
'height': '120%',
'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend':
legend(),
'responsive':
responsive_y1(),
'plotOptions': {
'series': {
'stacking': 'normal'
}
},
'tooltip': {
'shared':
1,
'useHTML':
1,
'headerFormat':
'<span style="font-size: %s"><b>{point.x}</b></span><br/>' %
font_size,
'pointFormat':
'<span style="color:{point.color}">\u25CF</span> <span style="font-size: %s">{series.name}: {point.label} %s</span><br/>'
% (font_size, _('min'))
},
'xAxis': {
'categories': sorted(x_list),
'title': title('', font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'tickInterval': 1,
'showFirstLabel': 1,
'showLastLabel': 1,
},
'yAxis': {
'title': title(_('Time on Ice'), font_size),
'reversedStacks': 0,
'tickInterval': 1,
'maxPadding': 0.1,
'labels': {
'style': {
'fontSize': font_size
},
},
},
'series': [{
'name': _('1st Period'),
'data': y_dic[1],
'color': bar_color1
}, {
'name': _('2nd Period'),
'data': y_dic[2],
'color': bar_color2
}, {
'name': _('3rd Period'),
'data': y_dic[3],
'color': bar_color3
}, {
'name': _('OT'),
'data': y_dic[4],
'color': bar_color4
}]
}
return chart_options
def gametoipppkchart_create(logger, ctitle, csubtitle, ismobile, toi_dic,
color_primary, color_secondary):
# pylint: disable=E0602, R0914
""" create time-on-ice chart """
logger.debug('gametoipppkchart_create()')
variable_dic = variables_get(ismobile)
# create x axis with player names
x_list = []
pp_list = []
pk_list = []
# this one is to create the list of playernames
for player_name in toi_dic:
if player_name not in x_list:
x_list.append(player_name)
# add toi per player
pp_max = 0
pk_min = 0
for player_name in sorted(x_list):
if player_name in toi_dic:
# y_dic[period].append('{0:02d}:{1:02d}'.format(*divmod(shifts_dic['ebb'][period][player_name], 60)))
pp_value = round(toi_dic[player_name]['pp'] / 60, 3)
pk_value = round(toi_dic[player_name]['pk'] / 60, 3) * -1
# check min max values to adjust chart
if pp_max <= pp_value:
pp_max = pp_value
if pk_value <= pk_min:
pk_min = pk_value
pp_list.append({
'y':
pp_value,
'label':
'{0:02d}:{1:02d}'.format(
*divmod(toi_dic[player_name]['pp'], 60))
})
pk_list.append({
'y':
pk_value,
'label':
'{0:02d}:{1:02d}'.format(
*divmod(toi_dic[player_name]['pk'], 60))
})
else:
pp_list.append(0)
pk_list.append(0)
chart_options = {
'chart': {
'type': 'bar',
'height': '100%',
'alignTicks': 0,
'style': chartstyle()
},
'exporting':
exporting(filename=ctitle),
'title':
title(ctitle, variable_dic['title_size'], decoration=True),
'subtitle':
subtitle(csubtitle, variable_dic['subtitle_size']),
'credits':
credit(),
'legend':
legend(additional_parameters={'reversed': 1}),
'responsive':
responsive_y1_nolabel(),
'plotOptions': {
'series': {
'stacking': 'normal',
'dataLabels': {
'enabled': 1,
'inside': 0,
'style': {
'fontSize': font_size,
'textOutline': 0,
'color': '#000000',
'fontWeight': 0
},
'format': '{point.label}'
}
}
},
'tooltip': {
'shared':
1,
'useHTML':
1,
'headerFormat':
'<span style="font-size: %s"><b>{point.x}</b></span><br/>' %
font_size,
'pointFormat':
'<span style="color:{point.color}">\u25CF</span> <span style="font-size: %s">{series.name}: {point.label} %s</span><br/>'
% (font_size, _('min'))
},
'xAxis': {
'categories': sorted(x_list),
'title': title('', font_size),
'labels': {
'style': {
'fontSize': font_size
},
},
'tickInterval': 1,
'showFirstLabel': 1,
'showLastLabel': 1,
},
'yAxis': {
'title': title(_('Time on Ice in min'), font_size),
'reversedStacks': 0,
'tickInterval': 1,
'maxPadding': 0.1,
'min': pk_min - 1,
'max': pp_max + 1,
'labels': {
'enabled': 0,
'style': {
'fontSize': font_size
},
},
},
'series': [
{
'name': _('Time in Powerplay'),
'data': pp_list,
'color': color_primary
},
{
'name': _('Time in Penalty killing'),
'data': pk_list,
'color': color_secondary
},
]
}
return chart_options