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Code Issues Releases Wiki Activity

Major refactoring of the SVG generator

pull/24/head
Raphaël Vinot 2016-07-27 14:48:13 +02:00
parent 24d131aa32
commit 90bb9f3ba4
1 changed files with 30 additions and 68 deletions
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98
examples/situational-awareness/tools.py
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@ -177,10 +177,31 @@ def getNbOccurenceTags(Tags):
# ############### Charts ################ # ############### Charts ################
def createStyle(indexlevels): def createTable(colors, categ_types_hash, tablename='attribute_table.html'):
colorsList = [] with open(tablename, 'w') as target:
for i in range(len(indexlevels[0])): target.write('<!DOCTYPE html>\n<html>\n<head>\n<link rel="stylesheet" href="style.css">\n</head>\n<body>')
colorsList.append("#%06X" % random.randint(0, 0xFFFFFF)) for categ_name, types in categ_types_hash.items():
table = pygal.Treemap(pretty_print=True)
target.write('\n <h1 style="color:{};">{}</h1>\n'.format(colors[categ_name], categ_name))
for d in types:
table.add(d['label'], d['value'])
target.write(table.render_table(transpose=True))
target.write('\n</body>\n</html>')
def createTreemap(data, title, treename='attribute_treemap.svg', tablename='attribute_table.html'):
labels_categ = data.index.labels[0]
labels_types = data.index.labels[1]
names_categ = data.index.levels[0]
names_types = data.index.levels[1]
categ_types_hash = {}
for categ_id, type_val, total in zip(labels_categ, labels_types, data):
if not categ_types_hash.get(names_categ[categ_id]):
categ_types_hash[names_categ[categ_id]] = []
dict_to_print = {'label': names_types[type_val], 'value': total}
categ_types_hash[names_categ[categ_id]].append(dict_to_print)
colors = {categ: "#%06X" % random.randint(0, 0xFFFFFF) for categ in categ_types_hash.keys()}
style = Style(background='transparent', style = Style(background='transparent',
plot_background='#FFFFFF', plot_background='#FFFFFF',
foreground='#111111', foreground='#111111',
@ -189,74 +210,15 @@ def createStyle(indexlevels):
opacity='.6', opacity='.6',
opacity_hover='.9', opacity_hover='.9',
transition='400ms ease-in', transition='400ms ease-in',
colors=tuple(colorsList)) colors=tuple(colors.values()))
return style, colorsList
def createLabelsTreemap(indexlevels, indexlabels):
categories_levels = indexlevels[0]
cat = 0
types = []
cattypes = []
categories_labels = indexlabels[0]
types_levels = indexlevels[1]
types_labels = indexlabels[1]
for it in range(len(indexlabels[0])):
if categories_labels[it] != cat:
cattypes.append(types)
types = []
cat += 1
types.append(types_levels[types_labels[it]])
cattypes.append(types)
return categories_levels, cattypes
def createTable(data, title, tablename, colorsList):
if tablename is None:
target = open('attribute_table.html', 'w')
else:
target = open(tablename, 'w')
target.truncate()
target.write('<!DOCTYPE html>\n<html>\n<head>\n<link rel="stylesheet" href="style.css">\n</head>\n<body>')
categories, types = createLabelsTreemap(data.index.levels, data.index.labels)
it = 0
for i in range(len(categories)):
table = pygal.Treemap(pretty_print=True)
target.write('\n <h1 style="color:{};">{}</h1>\n'.format(colorsList[i], categories[i]))
for typ in types[i]:
table.add(typ, data[it])
it += 1
target.write(table.render_table(transpose=True))
target.write('\n</body>\n</html>')
target.close()
def createTreemap(data, title, treename='attribute_treemap.svg', tablename='attribute_table.html'):
style, colorsList = createStyle(data.index.levels)
treemap = pygal.Treemap(pretty_print=True, legend_at_bottom=True, style=style) treemap = pygal.Treemap(pretty_print=True, legend_at_bottom=True, style=style)
treemap.title = title treemap.title = title
treemap.print_values = True treemap.print_values = True
treemap.print_labels = True treemap.print_labels = True
categories, types = createLabelsTreemap(data.index.levels, data.index.labels) for categ_name, types in categ_types_hash.items():
it = 0 treemap.add(categ_name, types)
for i in range(len(categories)): createTable(colors, categ_types_hash)
types_labels = [] treemap.render_to_file(treename)
for typ in types[i]:
tempdict = {}
tempdict['label'] = typ
tempdict['value'] = data[it]
types_labels.append(tempdict)
it += 1
treemap.add(categories[i], types_labels)
createTable(data, 'Attribute Distribution', tablename, colorsList)
if treename is None:
treemap.render_to_file('attribute_treemap.svg')
else:
treemap.render_to_file(treename)