def bar_stack(self):
plot = Bar_Stack(colours=['#C4D318', '#50284A', '#7D7B6A'])
plot.set_tooltip(
'X label [#x_label#], Value [#val#]<br>Total [#total#]')
plot.append_keys('#C4D318', 'job1', 13)
plot.append_keys('#50284A', 'job2', 13)
plot.append_keys('#7D7B6A', 'job3', 13)
plot.append_keys('#ff0000', 'job4', 13)
plot.append_keys('#ff00ff', 'job5', 13)
plot.append_stack([2.5, 5, 2.5])
plot.append_stack([2.5, 5, 1.25, 1.25])
plot.append_stack([5, bar_stack_value(5, '#ff0000')])
plot.append_stack([2, 2, 2, 2, bar_stack_value(2, '#ff00ff')])
chart = openFlashChart.template(
"Bar_Stack chart",
style='{font-size: 20px; color: #F24062; text-align: center;}')
chart.set_tooltip(behaviour='hover')
chart.set_x_axis(labels=x_axis_labels(
labels=['Winter', 'Spring', 'Summer', 'Autumn']))
chart.set_y_axis(min=0, max=14, steps=2)
chart.add_element(plot)
return chart.encode()
def bar_stack(self):
plot = Bar_Stack(colours = ['#C4D318', '#50284A', '#7D7B6A'])
plot.set_tooltip('X label [#x_label#], Value [#val#]<br>Total [#total#]')
plot.append_keys('#C4D318', 'job1', 13)
plot.append_keys('#50284A', 'job2', 13)
plot.append_keys('#7D7B6A', 'job3', 13)
plot.append_keys('#ff0000', 'job4', 13)
plot.append_keys('#ff00ff', 'job5', 13)
plot.append_stack([2.5, 5, 2.5])
plot.append_stack([2.5, 5, 1.25, 1.25])
plot.append_stack([5, bar_stack_value(5, '#ff0000')])
plot.append_stack([2, 2, 2, 2, bar_stack_value(2, '#ff00ff')])
chart = openFlashChart.template("Bar_Stack chart", style = '{font-size: 20px; color: #F24062; text-align: center;}')
chart.set_tooltip(behaviour = 'hover')
chart.set_x_axis(labels = x_axis_labels(labels = ['Winter', 'Spring', 'Summer', 'Autumn']))
chart.set_y_axis(min = 0, max = 14, steps = 2)
chart.add_element(plot)
return chart.encode()
def _stacked_bars_graph(env, key, x_axis, query=None, title=None):
ticket_stats, keys = _get_stacked_bar_chart_stats(env, key, x_axis, query)
plot = Bar_Stack()
# Add the keys to the plot
key_colours = {}
for i, key_value in enumerate(keys):
key_colours[key_value] = COLOURS[i]
if key:
plot.append_keys(COLOURS[i], key_value, 13)
for x_axis_value, tickets_per_key in ticket_stats.iteritems():
stack = []
for i, (key_value, number_of_tickets) in enumerate(tickets_per_key.iteritems()):
stack.append(
bar_stack_value(number_of_tickets, key_colours[key_value], _get_stacked_bar_tooltip(key, key_value))
)
plot.append_stack(stack)
chart_div_id = _create_chart_div_id()
on_click_function_name = "on_click_%s" % (chart_div_id,)
plot["on-click"] = on_click_function_name
plot["on-click-text"] = "#key#"
if title is None:
key_string = ""
if key:
key_string = " and %s" % (key,)
title = "Tickets by %s%s" % (x_axis, key_string)
chart = _create_chart(title, plot)
if ticket_stats.keys():
chart.set_x_axis(labels=x_axis_labels(labels=ticket_stats.keys(), size=13))
chart.set_y_axis(min=0, max=_get_stacked_bar_max_y_value(ticket_stats))
return (
chart,
chart_div_id,
_create_stacked_bar_on_click_html(env, key, x_axis, ticket_stats, query, on_click_function_name),
)
def _stacked_bars_graph(env, key, x_axis, query=None, title=None):
ticket_stats, keys = _get_stacked_bar_chart_stats(env, key, x_axis, query)
plot = Bar_Stack()
# Add the keys to the plot
key_colours = {}
for i, key_value in enumerate(keys):
key_colours[key_value] = COLOURS[i]
if key:
plot.append_keys(COLOURS[i], key_value, 13)
for x_axis_value, tickets_per_key in ticket_stats.iteritems():
stack = []
for i, (key_value,
number_of_tickets) in enumerate(tickets_per_key.iteritems()):
stack.append(
bar_stack_value(number_of_tickets, key_colours[key_value],
_get_stacked_bar_tooltip(key, key_value)))
plot.append_stack(stack)
chart_div_id = _create_chart_div_id()
on_click_function_name = 'on_click_%s' % (chart_div_id, )
plot['on-click'] = on_click_function_name
plot['on-click-text'] = '#key#'
if title is None:
key_string = ''
if key:
key_string = ' and %s' % (key, )
title = 'Tickets by %s%s' % (x_axis, key_string)
chart = _create_chart(title, plot)
if ticket_stats.keys():
chart.set_x_axis(
labels=x_axis_labels(labels=ticket_stats.keys(), size=13))
chart.set_y_axis(min=0, max=_get_stacked_bar_max_y_value(ticket_stats))
return chart, chart_div_id, \
_create_stacked_bar_on_click_html(env, key, x_axis, ticket_stats,
query, on_click_function_name)
def ilp_filtered_bar_stack_0(self):
event_codes = {'GPU_Arrival': '#FF6600',
'Handler_Deposites_Chocks': '#50284A',
'Aircraft_Arrival': '#339900',
'Jet_Bridge_Positioning': '#6699CC',
#'Container_Front_Unloading':'#660000',
#'Container_Front_Loading': '#CC3333',
'Push_Back_Positioning': '#FFF000',
#'Container_Back_Loading': '#FF3333',
'Jet_Bridge_Parking': '#0066CC',
'Aircraft_Departure': '#99FF33',
'VRAC_Back_Unloading': '#FF99FF',
#'Refuelling': '#FF6600',
'VRAC_Back_Loading': '#9933FF',
'No_Event': '#FFFFFF'
}
plot = Bar_Stack(colours = ['#C4D318', '#50284A', '#7D7B6A','#ff0000','#ff00ff'])
for eve in event_codes:
plot.append_keys(event_codes[eve], eve, 13)
vid = 0
# Get ground truth
gt_file = '/usr/not-backed-up/cofriend/data/progol/clean_qtc/global_model_ILP/' + 'ground_truth.p';
gt = pickle.load(open(gt_file))
gt_event_lists = gt['event_lists']
# Only add first video ground truth
videos = [gt_event_lists[vid]]
# Now the retrieved events
ilp_file = '/usr/not-backed-up/cofriend/data/progol/clean_qtc/new_gt_with_zone_1protos_oct/' + 'retrieved_ins_ILP_vis_filtered_events_0.p';
re = pickle.load(open(ilp_file))
re_event_ins_lists = re['event_lists']
ind = 0
for e in re_event_ins_lists:
videos.append(e)
ind += 1
if ind > 7:
break
ind = 0
for e in videos:
e.sort()
# val for each strip in a stack is just the length of the strip.
# So just keep on laying strips in the stack with length equal to length of interval
# First start with empty event
stack = []
val = e[0][0]
colour = event_codes['No_Event']
tooltip = '(%d, %d)' %(0, e[0][0])
stack.append(bar_stack_value(val, colour, tooltip))
for i in range(len(e)):
val = e[i][1] - e[i][0]
colour = event_codes.get(e[i][2],'#FFFFFF')
tooltip = '%s <br> Intv: (%d, %d)' %(e[i][2], e[i][0], e[i][1])
stack.append(bar_stack_value(val, colour, tooltip))
if i != len(e) - 1:
# Add empty event after every event
val = e[i+1][0] - e[i][1]
colour = event_codes['No_Event']
tooltip = '(%d, %d)' %(e[i][1], e[i+1][0])
stack.append(bar_stack_value(val, colour, tooltip))
ind += 1
plot.append_stack(stack)
chart = openFlashChart.template("ILP Video One", style = '{font-size: 20px; color: #F24062; text-align: center;}')
chart.set_tooltip(behaviour = 'hover')
chart.set_bg_colour('#FFFFFF')
# Prepare x_lables
xlabels = []
for i in xrange(len(videos)):
if i == 0:
xlabels.append('GT')
else:
xlabels.append('ins_' + repr(i))
chart.set_x_axis(labels = x_axis_labels(labels = xlabels))
chart.set_y_axis(min = 0, max = 35000, steps = 500)
chart.add_element(plot)
return chart.encode()
def my_bar_stack(self):
event_codes = {'GPU_Arrival': '#FF6600',
'Handler_Deposites_Chocks': '#50284A',
'Aircraft_Arrival': '#339900',
'Jet_Bridge_Positioning': '#6699CC',
'Container_Front_Unloading':'#660000',
'Container_Front_Loading': '#CC3333',
'Push_Back_Positioning': '#FFF000',
'Container_Back_Loading': '#FF3333',
'Jet_Bridge_Parking': '#0066CC',
'Aircraft_Departure': '#99FF33',
'VRAC_Back_Unloading': '#FF99FF',
'Refuelling': '#FF6600',
'VRAC_Back_Loading': '#9933FF',
'No_Event': '#CCCCCC'
}
gt_file = '/usr/not-backed-up/cofriend/data/progol/clean_qtc/global_model/' + 'ground_truth.p';
gt = pickle.load(open(gt_file))
gt_event_lists = gt['event_lists']
plot = Bar_Stack(colours = ['#C4D318', '#50284A', '#7D7B6A','#ff0000','#ff00ff'])
for eve in event_codes:
plot.append_keys(event_codes[eve], eve, 13)
videos = gt_event_lists
for e in videos:
# val for each strip in a stack is just the length of the strip.
# So just keep on laying strips in the stack with length equal to length of interval
# First start with empty event
stack = []
val = e[0][0]
colour = event_codes['No_Event']
tooltip = '(%d, %d)' %(0, e[0][0])
stack.append(bar_stack_value(val, colour, tooltip))
for i in range(len(e)):
val = e[i][1] - e[i][0]
colour = event_codes[e[i][2]]
tooltip = '%s <br> Intv: (%d, %d)' %(e[i][2], e[i][0], e[i][1])
stack.append(bar_stack_value(val, colour, tooltip))
if i != len(e) - 1:
# Add empty event after every event
val = e[i+1][0] - e[i][1]
colour = event_codes['No_Event']
tooltip = '(%d, %d)' %(e[i][1], e[i+1][0])
stack.append(bar_stack_value(val, colour, tooltip))
plot.append_stack(stack)
chart = openFlashChart.template("Ground Truth", style = '{font-size: 20px; color: #F24062; text-align: center;}')
chart.set_tooltip(behaviour = 'hover')
chart.set_bg_colour('#FFFFFF')
# Prepare x_lables
xlabels = []
for i in xrange(len(videos)):
xlabels.append('vid_' + repr(i))
chart.set_x_axis(labels = x_axis_labels(labels = xlabels))
chart.set_y_axis(min = 0, max = 35000, steps = 500)
chart.add_element(plot)
return chart.encode()
