#!/usr/bin/env python

import bigml, sys
from bigml.api import BigML

api = BigML()

print "Creating Source"
source = api.create_source("s3://bigml-public/csv/diabetes.csv", { "name": "Python demo - diabetes from s3" })
api.ok(source)

print "Creating Dataset"
dataset = api.create_dataset(source, { "name": "Python demo - diabetes from s3" })
api.ok(dataset)

print "Creating Model"
model = api.create_model(dataset, { "name": "Python demo - diabetes from s3" })
api.ok(model)

print "Creating Prediction"
prediction = api.create_prediction(model, { "pregnancies": 4})
print prediction