def create_html_report(topwords,top_index,Pi):
ht = HTML()
div = ht.div(align="center")
heading = div.h2(style="text-align:center")
subhead = div.h3(style="text-align:center")
# Creating the header
No_of_topics = len(topwords) - 1
No_of_clusters = top_index.shape[0]
head = "Topics : %d \n, Cluster : %d" %(No_of_topics,No_of_clusters)
heading(head)
# Creating the table
for i in range(top_index.shape[0]):
head_sub = div.h4(style="text-align:center")
head_sub("Top Topics in Cluster %d (%.5f)" %(i+1,Pi[i]))
t = div.table(align="center",border="2",cellpadding="12",cellspacing="0",width="80%")
tb = t.tbody()
tr = tb.tr(style="text-align:center")
tr.th("Alpha")
tr.th("Top Words")
ind_alpha_index = top_index[i]
for index in ind_alpha_index:
tr = tb.tr(style="text-align:center")
alpha_val = '%.5f' %index[1]
tr.td(alpha_val)
tr.td(topwords[int(index[0])])
return(ht)
def create_html_report(topwords, top_index, Pi):
ht = HTML()
div = ht.div(align="center")
heading = div.h2(style="text-align:center")
subhead = div.h3(style="text-align:center")
# Creating the header
No_of_topics = len(topwords) - 1
No_of_clusters = top_index.shape[0]
head = "Topics : %d \n, Cluster : %d" % (No_of_topics, No_of_clusters)
heading(head)
# Creating the table
for i in range(top_index.shape[0]):
head_sub = div.h4(style="text-align:center")
head_sub("Top Topics in Cluster %d (%.5f)" % (i + 1, Pi[i]))
t = div.table(align="center",
border="2",
cellpadding="12",
cellspacing="0",
width="80%")
tb = t.tbody()
tr = tb.tr(style="text-align:center")
tr.th("Alpha")
tr.th("Top Words")
ind_alpha_index = top_index[i]
for index in ind_alpha_index:
tr = tb.tr(style="text-align:center")
alpha_val = '%.5f' % index[1]
tr.td(alpha_val)
tr.td(topwords[int(index[0])])
return (ht)
def write_story(self):
#This is where we add the tags
h = HTML()
h.html()
h.body()
h.div(klass="Story", id=self.title)
for (x, p) in enumerate(self.pages):
# print x, p.text, p.choices
# exit()
h.div(klass="Page", value=str(x))
if isinstance(p.text, unicode):
h += HTML(text=unicodedata.normalize('NFKD', p.text).encode(
'ascii', 'ignore'))
else:
h += HTML(text=p.text)
for (k, choice) in enumerate(p.choices):
if isinstance(choice, unicode):
choice = unicodedata.normalize('NFKD', choice).encode(
'ascii', 'ignore')
h.div(choice, klass="Choice", value=str(k))
h += HTML('/div')
pass
h += HTML('/div')
h += HTML('/body')
h += HTML('/html')
soup = bs(str(h))
return soup.prettify()
class Chart(object):
"""
Create and modify a chart.
Parameters
----------
name : str
The name of the chart. This will be the id of the div that holds the chart. Therefore no two charts in the
same document should have the same name.
local_jquery : str
Path to a local version of jquery. If not provided, one hosted on a CDN is used.
**Default:** None
local_requirejs : str
Path to a local version of requirejs. If not provided, one hosted on a CDN is used.
**Default:** None
local_d3_js : str
Path to a local version of d3js. If not provided, one hosted on a CDN is used.
**Default:** None
local_c3_js : str
Path to a local version of c3js. If not provided, one hosted on a CDN is used.
**Default:** None
local_c3_css : str
Path to a local version of c3's css. If not provided, one hosted on a CDN is used.
**Default:** None
Attributes
----------
axes : c3py.axes.Axes
data : c3py.data.Data
grid : c3py.grid.Grid
legend : c3py.legend.Legend
tooltip : c3py.tooltip.Tooltip
regions : c3py.regions.Regions
point : c3py.point.Point
size : c3py.size.Size
padding : c3py.padding.Padding
"""
def __init__(self, name, local_jquery=None, local_requirejs=None, local_d3_js=None, local_c3_js=None,
local_c3_css=None):
super(Chart, self).__init__()
self.chart_html = HTML()
self.name = name
self.c3_css_path = local_c3_css or 'https://cdnjs.cloudflare.com/ajax/libs/c3/0.4.10/c3.min.css'
self.jquery_path = local_jquery or 'http://ajax.googleapis.com/ajax/libs/jquery/1.11.2/jquery.min.js'
self.requirejs_path = local_requirejs or \
'https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.17/require.min.js'
self.d3_js_path = local_d3_js or 'http://d3js.org/d3.v3.min'
self.c3_js_path = local_c3_js or 'https://cdnjs.cloudflare.com/ajax/libs/c3/0.4.10/c3.min'
self.chart_html.div('', id=self.name)
self.chart_html.link('', href=self.c3_css_path, rel='stylesheet', type='text/css')
self.chart_html.script('', src=self.jquery_path)
self.chart_html.script('', src=self.requirejs_path)
self.requirejs_config = {
'paths': {
'c3': self.c3_js_path,
'd3': self.d3_js_path,
}
}
self.axes = Axes()
self.data = Data(self.axes)
self.grid = Grid(self.axes)
self.legend = Legend()
self.tooltip = Tooltip()
self.regions = Regions(self.axes)
self.point = Point()
self.size = Size()
self.padding = Padding()
self.chart_dict = {
'bindto': "'#" + self.name + "'",
'data': self.data.config,
'axis': self.axes.config,
'grid': self.grid.config,
'legend': self.legend.config,
'tooltip': self.tooltip.config,
'regions': self.regions.config,
'point': self.point.config,
'size': self.size.config,
'padding': self.padding.config,
}
def __get_main_styles_string__(self):
style_string = ''
for style in self.regions.styles:
style_string += '''
.c3-region.{name} {{
fill: {fill};
}}
'''.format(
name=style['name'],
fill=style['fill'],
)
return style_string
def __get_main_script_string__(self):
chart_dict_string = json.dumps(self.chart_dict).replace('"', '')
script = '''
require.config({requirejs_config});
require(["d3", "c3"], function(d3, c3) {{
var chart = c3.generate({chart_dict});
}});
'''.format(
requirejs_config=json.dumps(self.requirejs_config),
chart_dict=chart_dict_string,
)
return script
def get_html_string(self):
"""
Return the HTML string which will draw the chart.
In a Jupyter notebook, this would usually be used as the argument for IPython.display.HTML(),
for the interactive chart to be displayed in the notebook.
That is, IPython.display.HTML(chart.get_html_string()).
Returns
-------
str
"""
styles = self.__get_main_styles_string__()
script = self.__get_main_script_string__()
self.chart_html.style(styles)
self.chart_html.script(script, type='text/javascript')
return unicode(self.chart_html)
MEDIA_DIR = "media"
IMGS_DIR = "pics"
THUMBS_DIR = "thumbs"
THUMB_SIZE = (320, 320)
imgs_path = os.path.join(PUBLIC_DIR, MEDIA_DIR, IMGS_DIR)
html_imgs_path = os.path.join(MEDIA_DIR, IMGS_DIR)
h = HTML()
i = 0
for root, dirs, files in os.walk(imgs_path):
for img_file in files:
if img_file != ".DS_Store" and img_file.endswith("_thumb.jpg"):
if i % 8 == 0:
row = h.div(klass="row")
cell = row.div(klass="col-1-8 image-cell")
cell.img(src=str(os.path.join(html_imgs_path, img_file)))
i += 1
with open("photos-section-partial.html", "w") as photos_section:
photos_section.write(str(h))
# # Code to generate thumbnails.
# for root, dirs, files in os.walk(imgs_path):
# for img_file in files:
# if img_file == ".DS_Store":
# continue
# else:
# im = Image.open(os.path.join(imgs_path, img_file))
# im.thumbnail(THUMB_SIZE, Image.ANTIALIAS)
class Chart(object):
"""
Create and modify a chart.
Parameters
----------
name : str
The name of the chart. This will be the id of the div that holds the chart. Therefore no two charts in the
same document should have the same name.
local_jquery : str
Path to a local version of jquery. If not provided, one hosted on a CDN is used.
**Default:** None
local_requirejs : str
Path to a local version of requirejs. If not provided, one hosted on a CDN is used.
**Default:** None
local_d3_js : str
Path to a local version of d3js. If not provided, one hosted on a CDN is used.
**Default:** None
local_c3_js : str
Path to a local version of c3js. If not provided, one hosted on a CDN is used.
**Default:** None
local_c3_css : str
Path to a local version of c3's css. If not provided, one hosted on a CDN is used.
**Default:** None
Attributes
----------
axes : c3py.axes.Axes
data : c3py.data.Data
grid : c3py.grid.Grid
legend : c3py.legend.Legend
tooltip : c3py.tooltip.Tooltip
regions : c3py.regions.Regions
point : c3py.point.Point
size : c3py.size.Size
padding : c3py.padding.Padding
"""
def __init__(self,
name,
local_jquery=None,
local_requirejs=None,
local_d3_js=None,
local_c3_js=None,
local_c3_css=None):
super(Chart, self).__init__()
self.chart_html = HTML()
self.name = name
self.c3_css_path = local_c3_css or 'https://cdnjs.cloudflare.com/ajax/libs/c3/0.4.10/c3.min.css'
self.jquery_path = local_jquery or 'http://ajax.googleapis.com/ajax/libs/jquery/1.11.2/jquery.min.js'
self.requirejs_path = local_requirejs or \
'https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.17/require.min.js'
self.d3_js_path = local_d3_js or 'http://d3js.org/d3.v3.min'
self.c3_js_path = local_c3_js or 'https://cdnjs.cloudflare.com/ajax/libs/c3/0.4.10/c3.min'
self.chart_html.div('', id=self.name)
self.chart_html.link('',
href=self.c3_css_path,
rel='stylesheet',
type='text/css')
self.chart_html.script('', src=self.jquery_path)
self.chart_html.script('', src=self.requirejs_path)
self.requirejs_config = {
'paths': {
'c3': self.c3_js_path,
'd3': self.d3_js_path,
}
}
self.axes = Axes()
self.data = Data(self.axes)
self.grid = Grid(self.axes)
self.legend = Legend()
self.tooltip = Tooltip()
self.regions = Regions(self.axes)
self.point = Point()
self.size = Size()
self.padding = Padding()
self.chart_dict = {
'bindto': "'#" + self.name + "'",
'data': self.data.config,
'axis': self.axes.config,
'grid': self.grid.config,
'legend': self.legend.config,
'tooltip': self.tooltip.config,
'regions': self.regions.config,
'point': self.point.config,
'size': self.size.config,
'padding': self.padding.config,
}
def __get_main_styles_string__(self):
style_string = ''
for style in self.regions.styles:
style_string += '''
.c3-region.{name} {{
fill: {fill};
}}
'''.format(
name=style['name'],
fill=style['fill'],
)
return style_string
def __get_main_script_string__(self):
chart_dict_string = json.dumps(self.chart_dict).replace('"', '')
script = '''
require.config({requirejs_config});
require(["d3", "c3"], function(d3, c3) {{
var chart = c3.generate({chart_dict});
}});
'''.format(
requirejs_config=json.dumps(self.requirejs_config),
chart_dict=chart_dict_string,
)
return script
def get_html_string(self):
"""
Return the HTML string which will draw the chart.
In a Jupyter notebook, this would usually be used as the argument for IPython.display.HTML(),
for the interactive chart to be displayed in the notebook.
That is, IPython.display.HTML(chart.get_html_string()).
Returns
-------
str
"""
styles = self.__get_main_styles_string__()
script = self.__get_main_script_string__()
self.chart_html.style(styles)
self.chart_html.script(script, type='text/javascript')
return unicode(self.chart_html)
