#!/usr/bin/env python
from yhat import Yhat
#yh = Yhat("*****@*****.**", "RoVGt5VDZfHkdBLx2rre76sg998cD4IuJiYzzNmNp48")
yh = Yhat("*****@*****.**", "HaDobDyJtFoQQPZ9xRkCJrI44OB6EW8hC6IfUMsGzo8")
checkoo_models = yh.show_models()
for model in checkoo_models['models']:
print model
newcase = {
'loc':'BeiJing',
'major':'Computer Science/Engineering',
'vtype':'F1',
'ventry':'New',
'byear':'2013',
'bmonth':'7',
'bday':'20'
}
checkoo_version = 14
print yh.predict('CKModel',checkoo_version,newcase)
# <markdowncell>
# <p>Deploy to Yhat</p>
# <codecell>
yh = Yhat("YOUR USERNAME", "YOUR API KEY")
# <codecell>
print yh.upload("NamedEntityFindr", clf)
# <codecell>
[model for model in yh.show_models()['models'] if model['name'] == "NamedEntityFindr"]
# <codecell>
results_from_server = yh.raw_predict("NamedEntityFindr", 1, data)
results_from_server
# <codecell>
print 'sanity check.'
print 'results all match => %s' \
% np.all(np.array(results['entities']) == np.array(results_from_server['prediction']['entities']))
# <markdowncell>
# <h2>Final Thoughts</h2>