In [30]:
import pymongo, json
In [19]:
import numpy as np
In [54]:
db_address = "afruizc-office.cs.unm.edu"
username = 'populator'
password = 'malware_challenge'
mg = pymongo.MongoClient(db_address)
if not mg.malware.authenticate(username, password):
sys.stderr.write("Authentication error. Terminating...")
sys.stderr.flush()
# Obtain the collection
samples = mg.malware.samples
In [77]:
with open('trainLabels.csv') as f:
lines = [x.split(',') for x in f.readlines()]
lines = list(map(lambda x:[x[0].strip('"'), x[1].strip()], lines))
In [95]:
lines = lines[1:]
len(lines)
Out[95]:
10868
In [96]:
def insert_sample(sample):
samples.insert({'id':sample[0], 'class':str(sample[1])})
In [97]:
insert_sample(lines[0])
In [103]:
list(samples.find())
Out[103]:
[]
In [105]:
list(samples.find())
Out[105]:
[{'_id': ObjectId('5513a806127d27664d47caa0'),
'class': '9',
'id': 'K73w4anvIFEZi96dxtA5'},
{'_id': ObjectId('5513a806127d27664d47caa1'),
'class': '9',
'id': 'K7HTMuk6fo2wrhyWxY43'},
{'_id': ObjectId('5513a806127d27664d47caa2'),
'class': '9',
'id': 'k8qrhNTAG54fSl6jDtVa'},
{'_id': ObjectId('5513a806127d27664d47caa3'),
'class': '9',
'id': 'K94VFOcjXG0dUkDtMln3'},
{'_id': ObjectId('5513a806127d27664d47caa4'),
'class': '9',
'id': 'kAtomObScfxVW1DKXUla'},
{'_id': ObjectId('5513a806127d27664d47caa5'),
'class': '9',
'id': 'kchO8uQA9Me4H3jZTSgm'},
{'_id': ObjectId('5513a806127d27664d47caa6'),
'class': '9',
'id': 'KF7NGoQSk8v9OE0nrwy2'},
{'_id': ObjectId('5513a806127d27664d47caa7'),
'class': '9',
'id': 'KFrZ0Lop1WDGwUtkusCi'},
{'_id': ObjectId('5513a806127d27664d47caa8'),
'class': '9',
'id': 'kg24YRJTB8DNdKMXpwOH'},
{'_id': ObjectId('5513a806127d27664d47caa9'),
'class': '9',
'id': 'kG29BLiFYPgWtpb350sO'},
{'_id': ObjectId('5513a806127d27664d47caaa'),
'class': '9',
'id': 'kGITL4OJxYMWEQ1bKBiP'},
{'_id': ObjectId('5513a803127d27664d47a038'),
'class': '1',
'id': '01kcPWA9K2BOxQeS5Rju'},
{'_id': ObjectId('5513a803127d27664d47a039'),
'class': '1',
'id': '04EjIdbPV5e1XroFOpiN'},
{'_id': ObjectId('5513a803127d27664d47a03a'),
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'id': '05EeG39MTRrI6VY21DPd'},
{'_id': ObjectId('5513a803127d27664d47a03b'),
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{'_id': ObjectId('5513a803127d27664d47a03c'),
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{'_id': ObjectId('5513a803127d27664d47a03d'),
'class': '1',
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{'_id': ObjectId('5513a803127d27664d47a03e'),
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{'_id': ObjectId('5513a803127d27664d47a03f'),
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{'_id': ObjectId('5513a803127d27664d47a040'),
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{'_id': ObjectId('5513a803127d27664d47a041'),
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{'_id': ObjectId('5513a803127d27664d47a042'),
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{'_id': ObjectId('5513a803127d27664d47a043'),
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{'_id': ObjectId('5513a803127d27664d47a044'),
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{'_id': ObjectId('5513a803127d27664d47a045'),
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{'_id': ObjectId('5513a803127d27664d47a046'),
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{'_id': ObjectId('5513a803127d27664d47a047'),
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{'_id': ObjectId('5513a803127d27664d47a048'),
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{'_id': ObjectId('5513a803127d27664d47a049'),
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{'_id': ObjectId('5513a803127d27664d47a04a'),
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{'_id': ObjectId('5513a803127d27664d47a04b'),
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{'_id': ObjectId('5513a803127d27664d47a04d'),
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{'_id': ObjectId('5513a803127d27664d47a04e'),
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In [ ]:
Content source: afruizc/microsoft_malware_challenge
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