csirtg_indicator/wrappers/predict.py
class PredictMixin(object):
def predict(self):
if self.itype not in ['url', 'fqdn', 'ipv4']:
raise TypeError('%s is not supported' % self.itype)
try:
from csirtg_indicator.utils.predict import predict_ips, \
predict_fqdns, predict_urls
if self.itype == 'ipv4':
p = predict_ips(self)
return [p[0].probability]
if self.itype == 'fqdn':
p = predict_fqdns(self)
return [p[0].probability]
if self.itype == 'url':
p = predict_urls(self)
return [p[0].probability]
except ImportError:
print('')
print('This requires the csirtg_ipsml_tf, csirtg_domainsml_tf and '
'csirtg_urlsml_tf frameworks')
print('https://csirtgadgets.com/?tag=machine-learning')
print('$ pip install csirtg_ipsml_tf csirtg_domainsml_tf '
'csirtg_urlsml_tf')
print('')
raise SystemExit