In [90]:

    

import urllib
import urllib2
import json
from collections import Counter
import matplotlib.pyplot as plt
import matplotlib.cm as cm
%matplotlib inline


    

In [91]:

    

query_args = { 'username':'submission'}
encoded_args = urllib.urlencode(query_args)


    

In [92]:

    

encoded_args


    

    
Out[92]:





'username=submission'

In [93]:

    

url = 'http://52.25.91.45:8500/api?' + encoded_args
url


    

    
Out[93]:





'http://52.25.91.45:8500/api?username=submission'

In [94]:

    

data = urllib2.urlopen(url).read()


    

In [95]:

    

delimiter = "}"
for line in data:
    data1 =  [jsonobj+delimiter for jsonobj in data.split(delimiter) if jsonobj != ""]


    

In [96]:

    

json_list = []
for i in data1:
    json_list.append(json.loads(i))


    

In [97]:

    

sym = []
for i in range(len(json_list)):
    sym.append(Counter(json_list[i]['symbol']))


    

In [98]:

    

sym


    

    
Out[98]:





[Counter({u'abstract-method': 2,
          u'bad-continuation': 3,
          u'broad-except': 1,
          u'line-too-long': 15,
          u'redefined-outer-name': 1,
          u'trailing-whitespace': 7,
          u'unused-import': 1,
          u'unused-variable': 2})]

In [101]:

    

sym = Counter(json_list[0]['symbol'])
sym


    

    
Out[101]:





Counter({u'abstract-method': 2,
         u'bad-continuation': 3,
         u'broad-except': 1,
         u'line-too-long': 15,
         u'redefined-outer-name': 1,
         u'trailing-whitespace': 7,
         u'unused-import': 1,
         u'unused-variable': 2})

In [102]:

    

sym.items()


    

    
Out[102]:





[(u'unused-import', 1),
 (u'bad-continuation', 3),
 (u'unused-variable', 2),
 (u'broad-except', 1),
 (u'abstract-method', 2),
 (u'trailing-whitespace', 7),
 (u'redefined-outer-name', 1),
 (u'line-too-long', 15)]

In [103]:

    

labels = sym.keys()


    

In [104]:

    

sizes = [x*10 for x in sym.values()]


    

In [105]:

    

# get the color map then pull 1 color from it for each pie wedge we'll draw
color_map = cm.get_cmap('Pastel1')
num_of_colors = len(sizes)
picolors = color_map([x/float(num_of_colors) for x in range(num_of_colors)])


    

In [106]:

    

fig = plt.figure(figsize=[8, 8])
ax = fig.add_subplot(111)
piplt = ax.pie(sizes, explode=None, labels=labels, colors=picolors,
                autopct='%1.1f%%', shadow=True, startangle=90)
for pi in piplt[0]:
    pi.set_edgecolor('w')
    
ax.set_title('Quality of Code')
ax.plot()


    

    
Out[106]:





[]






    

In [107]:

    

len(json_list[0]['symbol'])


    

    
Out[107]:





32

In [108]:

    

hist_errors = []
for i in range(len(json_list)):
    hist_errors.append(len(json_list[i]['symbol']))


    

In [109]:

    

fig = plt.figure(figsize=[8, 8])
ax = fig.add_subplot(111)
ax.bar(range(len(hist_errors)), hist_errors, 
       width=0.8, color=picolors[0])
ax.set_ylim([0, 10])
ax.set_title('Progress over all core challenge submission')
ax.plot()


    

    
Out[109]:





[]






    

In [ ]: