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#!/usr/bin/env python
from data.hdf5 import taxi_it
from visualizer import Vlist, Point
_sample_size = 5000
if __name__ == '__main__':
points = Vlist(cluster=True)
for line in taxi_it('train'):
if len(line['latitude'])>0:
points.append(Point(line['latitude'][-1], line['longitude'][-1]))
if len(points) >= _sample_size:
break
points.save('destinations (cluster)')
points.cluster = False
points.heatmap = True
points.save('destinations (heatmap)')
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