Created
August 12, 2016 18:47
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from lxml import html | |
import requests | |
import numpy | |
page = requests.get('https://cloud.google.com/compute/pricing') | |
tree = html.fromstring(page.content) | |
lowest = tree.xpath('//table/tbody/tr/th[text()="Preemptible price"]/../../tr/td[5]/text()')[:18] | |
lowest_preempt = tree.xpath('//table/tbody/tr/th[text()="Preemptible price"]/../../tr/td[8]/text()')[:18] | |
lwst = [ float(x[1:]) for x in lowest ] | |
lwst_pr = [ float(x[1:]) for x in lowest_preempt ] | |
v = [ 100 * lwst_pr[i] / lwst[i] for i in range(0,len(lwst)) ] | |
# considering all cases | |
print "Considering all cases: " | |
print "Mean:",numpy.mean(v) | |
print "Std:",numpy.std(v) | |
# excluding shared-core machines | |
v = v[0:5] + v[8:] | |
print "Excluding shared-core machines" | |
print "Mean:",numpy.mean(v) | |
print "Std:",numpy.std(v) | |
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