Returns indicative information of if a user is using the same account as another or not

smurf_checker.py

import requests


import datetime as dt
import requests

first_user = '80623424'
second_user = '887227975'

def get_intervals(l):
    return [(x['start_time'], x['start_time'] + x['duration'], x['match_id']) for x in l if x.get('start_time') is not None]
 
def n_days_ago_as_epoch(n):
    today = int(dt.datetime.now().strftime('%s'))
    return today - n * 24 * 60 * 60
 
def x_during_y(x, y):
    x_during_y = []
    for _x in x:
        for _y in y:
            if _y[0] <= _x[0] <= _y[1]:
                x_during_y.append([_x, _y])
    return x_during_y
 
def x_within_one_hour_of_y(x, y):
    x_during_y = []
    one_hour = 60 * 60
    for _x in x:
        for _y in y:
            if _y[0] <= _x[0] + one_hour <= _y[1] or _y[0] <= _x[0] - one_hour <= _y[1]:
                x_during_y.append([_x, _y])
    return x_during_y
 
def x_within_mins_of_end(x, y, n):
    x_during_y = []
    n_mins = 60 * n
    for _x in x:
        for _y in y:
            if _y[0] <= _x[1] + n_mins <= _y[1] or _y[0] <= _x[1] - n_mins <= _y[1]:
                x_during_y.append([_x, _y])
    return x_during_y
 
 
# In[168]:
 
 

ss = requests.get('https://api.opendota.com/api/players/' + first_user + '/matches?significant=0').json()
imp = requests.get('https://api.opendota.com/api/players/' + second_user + '/matches?significant=0').json()

ss_during_imp = x_during_y(
    get_intervals(ss),
    get_intervals(imp),
)

 
# In[175]:
 
 
print 'Number of times Impatient and Six-SeveN have played at the same time', len(ss_during_imp)
print '..with the most recent occurrence', dt.datetime.fromtimestamp(ss_during_imp[0][0][0]), ' MatchID ', ss_during_imp[0][0][-1]
 
 
# In[176]:
 
 
time_ago = n_days_ago_as_epoch(365 * 2)
 
a = [x for x in get_intervals(imp) if x[0] > time_ago ]
b = [x for x in get_intervals(ss) if x[0] > time_ago]
print 'Impatient has played', len(a), ' games in the past 2 years'
print 'Six-SeveN has played', len(b), ' games in the past 2 years'
 
 
# In[179]:
 
 
a_during_b = x_during_y(a, b)
print 'Since last coincident match, they have played simultaneously {} times'.format(len(a_during_b))
 
 
# In[186]:
 
 
import pprint
 
a_within_b_one_hour = x_within_one_hour_of_y(a, b)
print 'Within the last 2 years, they have played within one hour of each other {} times: '.format(len(a_within_b_one_hour))
print 'Date, MatchID, MatchID'
pprint.pprint([(dt.datetime.fromtimestamp(x[0][0]).strftime('%Y-%m-%d'), x[0][-1], x[1][-1]) for x in a_within_b_one_hour])
 
 
# In[195]:
 
 
a_10_b = x_within_mins_of_end(b, a, 15) + x_within_mins_of_end(a, b, 15)
print 'Within the last 2 years, they have played within 15 minutes of a game\'s end {} times: '.format(len(a_10_b))
print 'Date, MatchID, MatchID'
pprint.pprint([(dt.datetime.fromtimestamp(x[0][0]).strftime('%Y-%m-%d'), x[0][-1], x[1][-1]) for x in a_10_b])
 
 
# In[196]:
 
 
a_3_b = x_within_mins_of_end(b, a, 3) + x_within_mins_of_end(a, b, 3)
print 'Within the last 2 years, they have played within 3 minutes of a game\'s end {} times: '.format(len(a_3_b))
print 'Date, MatchID, MatchID'
pprint.pprint([(dt.datetime.fromtimestamp(x[0][0]).strftime('%Y-%m-%d'), x[0][-1], x[1][-1]) for x in a_3_b])