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scraper.py
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scraper.py
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import pandas as pd
import requests
import json
import csv
import sys
def nice(number: float):
return round(number, 5)
def html_table_to_dict(html_url: str):
tables = pd.read_html(html_url)
df = pd.concat(tables)
dict_data = df.to_dict('records')
benchmark = {}
for k in dict_data:
benchmark[k['Machine Type']] = k['Coremark Score']
return benchmark
if __name__ == '__main__':
output = {}
n1_sud_discount = 0.7
m1_sud_discount = 0.7
m2_sud_discount = 0.7
m3_sud_discount = 1
n2_sud_discount = 0.8
n2d_sud_discount = 0.8
n4_sud_discount = 1
c2_sud_discount = 0.8
c2d_sud_discount = 1
c3_sud_discount = 1
c3d_sud_discount = 1
e2_sud_discount = 1
a2_sud_discount = 1
t2d_sud_discount = 1
t2a_sud_discount = 1
g2_sud_discount = 1
instances_linux_coremark = html_table_to_dict(
'https://cloud.google.com/compute/docs/coremark-scores-of-vm-instances')
regions = ['us', 'us-central1', 'us-east1', 'us-east4', 'us-east5', 'us-west4', 'us-west1', 'us-west2',
'us-west3', 'us-south1', 'europe', 'europe-central2', 'europe-west1', 'europe-west2',
'europe-west3', 'europe-west4', 'europe-west6', 'europe-west8', 'europe-west9',
'europe-west10', 'europe-west12', 'europe-north1', 'europe-southwest1', 'northamerica-northeast1',
'northamerica-northeast2', 'africa-south1', 'asia', 'asia-east', 'asia-east1', 'asia-east2',
'asia-northeast', 'me-west1', 'me-central1', 'me-central2', 'asia-northeast1', 'asia-northeast2',
'asia-northeast3',
'asia-southeast', 'asia-southeast1', 'australia-southeast1', 'australia-southeast2',
'australia', 'southamerica-east1', 'asia-south1', 'asia-southeast2', 'asia-south2', 'southamerica-west1']
specs_params = ['cores', 'memory', 'local_ssd', 'gpu', 'sole_tenant', 'nested_virtualization', 'cpu', 'benchmark']
generations = ['f1', 'g1', 'n1', 'n2', 'n2d', 'n4', 'e2', 'c2', 'c2d', 'c3', 'c3d', 'm1', 'm2', 'm3', 'a2', 't2d',
't2a', 'g2']
# the following variables scraped from https://cloud.google.com/compute/docs/machine-types
instance_types = ['e2-highcpu-32', 'e2-highcpu-16', 'e2-highcpu-2', 'e2-highcpu-4', 'e2-highcpu-8', 'e2-highmem-16',
'e2-highmem-2', 'e2-highmem-4', 'e2-highmem-8', 'e2-medium', 'e2-micro', 'e2-small',
'e2-standard-32',
'e2-standard-16', 'e2-standard-2', 'e2-standard-4', 'e2-standard-8', 'f1-micro', 'g1-small',
'n1-highcpu-16',
'n1-highcpu-2', 'n1-highcpu-32', 'n1-highcpu-4', 'n1-highcpu-64', 'n1-highcpu-8', 'n1-highcpu-96',
'n1-highmem-16', 'n1-highmem-2', 'n1-highmem-32', 'n1-highmem-4', 'n1-highmem-64', 'n1-highmem-8',
'n1-highmem-96', 'n1-standard-1', 'n1-standard-16', 'n1-standard-2',
'n1-standard-32', 'n1-standard-4', 'n1-standard-64', 'n1-standard-8', 'n1-standard-96',
'c2-standard-4', 'c2-standard-8', 'c2d-standard-2', 'c2d-standard-4', 'c2d-standard-8',
'c2d-standard-16', 'c2d-standard-32', 'c2d-standard-56', 'c2d-standard-112', 'c2d-highcpu-2',
'c2d-highcpu-4', 'c2d-highcpu-8', 'c2d-highcpu-16', 'c2d-highcpu-32', 'c2d-highcpu-56',
'c2d-highcpu-112', 'c2d-highmem-2', 'c2d-highmem-4', 'c2d-highmem-8',
'c2d-highmem-16', 'c2d-highmem-32', 'c2d-highmem-56', 'c2d-highmem-112',
'c2-standard-16', 'm1-ultramem-40', 'm1-ultramem-80', 'm1-ultramem-160',
'm1-megamem-96', 'c2-standard-30', 'c2-standard-60', 'm2-megamem-416', 'm2-ultramem-208',
'm2-ultramem-416',
'm3-ultramem-32', 'm3-ultramem-64', 'm3-ultramem-128', 'm3-megamem-64', 'm3-megamem-128',
'n2-standard-2', 'n2-standard-4', 'n2-standard-8', 'n2-standard-16', 'n2-standard-32',
'n2-standard-48', 'n2-standard-64', 'n2-standard-80', 'n2-standard-96', 'n2-standard-128',
'n2-highmem-2', 'n2-highmem-4', 'n2-highmem-8', 'n2-highmem-16', 'n2-highmem-32', 'n2-highmem-48',
'n2-highmem-64',
'n2-highmem-80', 'n2-highmem-96', 'n2-highmem-128', 'n2-highcpu-2', 'n2-highcpu-4',
'n2-highcpu-8', 'n2-highcpu-16', 'n2-highcpu-32',
'n2-highcpu-48', 'n2-highcpu-64', 'n2-highcpu-80', 'n2-highcpu-96', 'n2d-standard-2',
'n2d-standard-4', 'n2d-standard-8', 'n2d-standard-16', 'n2d-standard-32', 'n2d-standard-48',
'n2d-standard-64',
'n2d-standard-80', 'n2d-standard-96', 'n2d-standard-128', 'n2d-standard-224', 'n2d-highmem-2',
'n2d-highmem-4', 'n2d-highmem-8', 'n2d-highmem-16', 'n2d-highmem-32', 'n2d-highmem-48',
'n2d-highmem-64', 'n2d-highmem-80', 'n2d-highmem-96', 'n2d-highcpu-2', 'n2d-highcpu-4',
'n2d-highcpu-8', 'n2d-highcpu-16', 'n2d-highcpu-32', 'n2d-highcpu-48', 'n2d-highcpu-64',
'n2d-highcpu-80', 'n2d-highcpu-96', 'n2d-highcpu-128', 'n2d-highcpu-224', 'n4-standard-2',
'n4-standard-4', 'n4-standard-8', 'n4-standard-16', 'n4-standard-32', 'n4-standard-48',
'n4-standard-64', 'n4-standard-80', 'n4-highmem-2', 'n4-highmem-4', 'n4-highmem-8',
'n4-highmem-16', 'n4-highmem-32', 'n4-highmem-48', 'n4-highmem-64', 'n4-highmem-80',
'n4-highcpu-2', 'n4-highcpu-4', 'n4-highcpu-8', 'n4-highcpu-16', 'n4-highcpu-32',
'n4-highcpu-48', 'n4-highcpu-64', 'n4-highcpu-80', 'a2-highgpu-1g',
'a2-highgpu-2g', 'a2-highgpu-4g', 'a2-highgpu-8g', 'a2-megagpu-16g', 'a2-ultragpu-1g',
't2d-standard-1', 'a2-ultragpu-2g', 'a2-ultragpu-4g', 'a2-ultragpu-8g',
't2d-standard-2', 't2d-standard-4', 't2d-standard-8', 't2d-standard-16', 't2d-standard-32',
't2d-standard-48', 't2d-standard-60', 't2a-standard-1', 't2a-standard-2', 't2a-standard-4',
't2a-standard-8',
't2a-standard-16', 't2a-standard-32', 't2a-standard-48', 'c3-standard-4', 'c3-standard-8',
'c3-standard-22', 'c3-standard-44', 'c3-standard-88', 'c3-standard-176', 'c3-highmem-4',
'c3-highmem-8', 'c3-highmem-22', 'c3-highmem-44', 'c3-highmem-88', 'c3-highmem-176',
'c3-highcpu-4',
'c3-highcpu-8', 'c3-highcpu-22', 'c3-highcpu-44', 'c3-highcpu-88', 'c3-highcpu-176',
'c3d-standard-4', 'c3d-standard-8', 'c3d-standard-16', 'c3d-standard-30', 'c3d-standard-60',
'c3d-standard-90', 'c3d-standard-180', 'c3d-standard-360', 'c3d-highcpu-4', 'c3d-highcpu-8',
'c3d-highcpu-16', 'c3d-highcpu-30', 'c3d-highcpu-60', 'c3d-highcpu-90', 'c3d-highcpu-180',
'c3d-highcpu-360', 'c3d-highmem-4', 'c3d-highmem-8', 'c3d-highmem-16', 'c3d-highmem-30',
'c3d-highmem-60', 'c3d-highmem-90', 'c3d-highmem-180', 'c3d-highmem-360', 'c3d-standard-8-lssd',
'c3d-standard-16-lssd', 'c3d-standard-30-lssd', 'c3d-standard-60-lssd', 'c3d-standard-90-lssd',
'c3d-standard-180-lssd', 'c3d-standard-360-lssd', 'g2-standard-4', 'g2-standard-8',
'g2-standard-12',
'g2-standard-16', 'g2-standard-24', 'g2-standard-32', 'g2-standard-48', 'g2-standard-96'
]
c2_instance_types = {
"c2-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 1, "network_egress": 10, "benchmark": 77310},
"c2-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 1, "network_egress": 16, "benchmark": 148689},
"c2-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 313768},
"c2-standard-30": {"cpu": 30, "memory": 120, "local_ssd": 1, "network_egress": 32, "benchmark": 571147},
"c2-standard-60": {"cpu": 60, "memory": 240, "local_ssd": 1, "network_egress": 32, "benchmark": 1142234}}
c2d_instance_types = {
"c2d-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 1, "network_egress": 32, "benchmark": 41509},
"c2d-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 1, "network_egress": 32, "benchmark": 85847},
"c2d-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 1, "network_egress": 32, "benchmark": 156295},
"c2d-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 327768},
"c2d-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 655858},
"c2d-standard-56": {"cpu": 56, "memory": 224, "local_ssd": 1, "network_egress": 32, "benchmark": 1147023},
"c2d-standard-112": {"cpu": 112, "memory": 448, "local_ssd": 1, "network_egress": 32, "benchmark": 2378171},
"c2d-highcpu-2": {"cpu": 2, "memory": 4, "local_ssd": 1, "network_egress": 32, "benchmark": 41513},
"c2d-highcpu-4": {"cpu": 4, "memory": 8, "local_ssd": 1, "network_egress": 32, "benchmark": 85822},
"c2d-highcpu-8": {"cpu": 8, "memory": 16, "local_ssd": 1, "network_egress": 32, "benchmark": 156259},
"c2d-highcpu-16": {"cpu": 16, "memory": 32, "local_ssd": 1, "network_egress": 32, "benchmark": 328057},
"c2d-highcpu-32": {"cpu": 32, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 656020},
"c2d-highcpu-56": {"cpu": 56, "memory": 112, "local_ssd": 1, "network_egress": 32, "benchmark": 1146929},
"c2d-highcpu-112": {"cpu": 112, "memory": 224, "local_ssd": 1, "network_egress": 32, "benchmark": 2379950},
"c2d-highmem-2": {"cpu": 2, "memory": 16, "local_ssd": 1, "network_egress": 32, "benchmark": 41429},
"c2d-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 1, "network_egress": 32, "benchmark": 85938},
"c2d-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 156488},
"c2d-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 328023},
"c2d-highmem-32": {"cpu": 32, "memory": 256, "local_ssd": 1, "network_egress": 32, "benchmark": 655657},
"c2d-highmem-56": {"cpu": 56, "memory": 448, "local_ssd": 1, "network_egress": 32, "benchmark": 1146835},
"c2d-highmem-112": {"cpu": 112, "memory": 896, "local_ssd": 1, "network_egress": 32, "benchmark": 2374591}}
c3_instance_types = {
"c3-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 23, "benchmark": 80704.47},
"c3-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 23, "benchmark": 160352.17},
"c3-standard-22": {"cpu": 22, "memory": 88, "local_ssd": 0, "network_egress": 23, "benchmark": 440767.15},
"c3-standard-44": {"cpu": 44, "memory": 176, "local_ssd": 0, "network_egress": 32, "benchmark": 878428.5},
"c3-standard-88": {"cpu": 88, "memory": 352, "local_ssd": 0, "network_egress": 62, "benchmark": 1685129.45},
"c3-standard-176": {"cpu": 176, "memory": 704, "local_ssd": 0, "network_egress": 100, "benchmark": 3379572.59},
"c3-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 0, "network_egress": 23, "benchmark": 80740.08},
"c3-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 0, "network_egress": 23, "benchmark": 160549.57},
"c3-highmem-22": {"cpu": 22, "memory": 176, "local_ssd": 0, "network_egress": 23, "benchmark": 441183.22},
"c3-highmem-44": {"cpu": 44, "memory": 352, "local_ssd": 0, "network_egress": 32, "benchmark": 879800.19},
"c3-highmem-88": {"cpu": 88, "memory": 704, "local_ssd": 0, "network_egress": 62, "benchmark": 1689028.92},
"c3-highmem-176": {"cpu": 176, "memory": 1408, "local_ssd": 0, "network_egress": 100, "benchmark": 3363424.48},
"c3-highcpu-4": {"cpu": 4, "memory": 8, "local_ssd": 0, "network_egress": 23, "benchmark": 80681},
"c3-highcpu-8": {"cpu": 8, "memory": 16, "local_ssd": 0, "network_egress": 23, "benchmark": 160554},
"c3-highcpu-22": {"cpu": 22, "memory": 44, "local_ssd": 0, "network_egress": 23, "benchmark": 441328},
"c3-highcpu-44": {"cpu": 44, "memory": 88, "local_ssd": 0, "network_egress": 32, "benchmark": 870621},
"c3-highcpu-88": {"cpu": 88, "memory": 176, "local_ssd": 0, "network_egress": 62, "benchmark": 1702309},
"c3-highcpu-176": {"cpu": 176, "memory": 352, "local_ssd": 0, "network_egress": 100, "benchmark": 3376449}}
c3d_instance_types = {
"c3d-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 20, "benchmark": 94482},
"c3d-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 20, "benchmark": 192999},
"c3d-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 0, "network_egress": 20, "benchmark": 385802},
"c3d-standard-30": {"cpu": 30, "memory": 120, "local_ssd": 0, "network_egress": 20, "benchmark": 684306},
"c3d-standard-60": {"cpu": 60, "memory": 240, "local_ssd": 0, "network_egress": 40, "benchmark": 1366214},
"c3d-standard-90": {"cpu": 90, "memory": 360, "local_ssd": 0, "network_egress": 60, "benchmark": 2146127},
"c3d-standard-180": {"cpu": 180, "memory": 720, "local_ssd": 0, "network_egress": 100, "benchmark": 3918666},
"c3d-standard-360": {"cpu": 360, "memory": 1440, "local_ssd": 0, "network_egress": 100, "benchmark": 7903268},
"c3d-highcpu-4": {"cpu": 4, "memory": 8, "local_ssd": 0, "network_egress": 20, "benchmark": 94180},
"c3d-highcpu-8": {"cpu": 8, "memory": 16, "local_ssd": 0, "network_egress": 20, "benchmark": 192924},
"c3d-highcpu-16": {"cpu": 16, "memory": 32, "local_ssd": 0, "network_egress": 20, "benchmark": 385328},
"c3d-highcpu-30": {"cpu": 30, "memory": 59, "local_ssd": 0, "network_egress": 20, "benchmark": 683200},
"c3d-highcpu-60": {"cpu": 60, "memory": 118, "local_ssd": 0, "network_egress": 40, "benchmark": 1364473},
"c3d-highcpu-90": {"cpu": 90, "memory": 177, "local_ssd": 0, "network_egress": 60, "benchmark": 2148073},
"c3d-highcpu-180": {"cpu": 180, "memory": 354, "local_ssd": 0, "network_egress": 100, "benchmark": 3167230},
"c3d-highcpu-360": {"cpu": 360, "memory": 708, "local_ssd": 0, "network_egress": 100, "benchmark": 8126594},
"c3d-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 0, "network_egress": 20, "benchmark": 94580},
"c3d-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 0, "network_egress": 20, "benchmark": 192517},
"c3d-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 0, "network_egress": 20, "benchmark": 385015},
"c3d-highmem-30": {"cpu": 30, "memory": 240, "local_ssd": 0, "network_egress": 20, "benchmark": 683998},
"c3d-highmem-60": {"cpu": 60, "memory": 480, "local_ssd": 0, "network_egress": 40, "benchmark": 1361644},
"c3d-highmem-90": {"cpu": 90, "memory": 720, "local_ssd": 0, "network_egress": 60, "benchmark": 2136945},
"c3d-highmem-180": {"cpu": 180, "memory": 1440, "local_ssd": 0, "network_egress": 100, "benchmark": 3999621},
"c3d-highmem-360": {"cpu": 360, "memory": 2880, "local_ssd": 0, "network_egress": 100, "benchmark": 8069686},
"c3d-standard-8-lssd": {"cpu": 8, "memory": 32, "local_ssd": 1, "network_egress": 20, "benchmark": 0},
"c3d-standard-16-lssd": {"cpu": 16, "memory": 64, "local_ssd": 1, "network_egress": 20, "benchmark": 0},
"c3d-standard-30-lssd": {"cpu": 30, "memory": 120, "local_ssd": 1, "network_egress": 20, "benchmark": 0},
"c3d-standard-60-lssd": {"cpu": 60, "memory": 240, "local_ssd": 1, "network_egress": 40, "benchmark": 0},
"c3d-standard-90-lssd": {"cpu": 90, "memory": 360, "local_ssd": 1, "network_egress": 60, "benchmark": 0},
"c3d-standard-180-lssd": {"cpu": 180, "memory": 720, "local_ssd": 1, "network_egress": 100, "benchmark": 0},
"c3d-standard-360-lssd": {"cpu": 360, "memory": 708, "local_ssd": 1, "network_egress": 100, "benchmark": 0}}
m1_instance_types = {
"m1-ultramem-40": {"cpu": 40, "memory": 961, "local_ssd": 0, "network_egress": 32, "benchmark": 498947},
"m1-ultramem-80": {"cpu": 80, "memory": 1922, "local_ssd": 0, "network_egress": 32, "benchmark": 994301},
"m1-ultramem-160": {"cpu": 160, "memory": 3844, "local_ssd": 0, "network_egress": 32, "benchmark": 1967211},
"m1-megamem-96": {"cpu": 96, "memory": 1433.6, "local_ssd": 1, "network_egress": 32, "benchmark": 1254891}}
m2_instance_types = {
"m2-ultramem-208": {"cpu": 208, "memory": 5888, "local_ssd": 0, "network_egress": 32, "benchmark": 3117739},
"m2-ultramem-416": {"cpu": 416, "memory": 11776, "local_ssd": 0, "network_egress": 32, "benchmark": 5378985},
"m2-megamem-416": {"cpu": 416, "memory": 5888, "local_ssd": 0, "network_egress": 32, "benchmark": 5365802}}
m2_instance_types = {
"m2-ultramem-208": {"cpu": 208, "memory": 5888, "local_ssd": 0, "network_egress": 32, "benchmark": 3117739},
"m2-ultramem-416": {"cpu": 416, "memory": 11776, "local_ssd": 0, "network_egress": 32, "benchmark": 5378985},
"m2-megamem-416": {"cpu": 416, "memory": 5888, "local_ssd": 0, "network_egress": 32, "benchmark": 5365802}}
m3_instance_types = {
"m3-ultramem-32": {"cpu": 32, "memory": 976, "local_ssd": 0, "network_egress": 32, "benchmark": 555979},
"m3-ultramem-64": {"cpu": 64, "memory": 1952, "local_ssd": 0, "network_egress": 32, "benchmark": 1093373},
"m3-ultramem-128": {"cpu": 128, "memory": 3904, "local_ssd": 0, "network_egress": 32, "benchmark": 2172624},
"m3-megamem-64": {"cpu": 64, "memory": 976, "local_ssd": 0, "network_egress": 32, "benchmark": 1096066},
"m3-megamem-128": {"cpu": 128, "memory": 1952, "local_ssd": 0, "network_egress": 32, "benchmark": 2181149}}
n2_instance_types = {
"n2-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 1, "network_egress": 10, "benchmark": 33676},
"n2-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 1, "network_egress": 10, "benchmark": 67643},
"n2-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 1, "network_egress": 16, "benchmark": 135272},
"n2-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 269760},
"n2-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 538050},
"n2-standard-48": {"cpu": 48, "memory": 192, "local_ssd": 1, "network_egress": 32, "benchmark": 806235},
"n2-standard-64": {"cpu": 64, "memory": 256, "local_ssd": 1, "network_egress": 32, "benchmark": 1069840},
"n2-standard-80": {"cpu": 80, "memory": 320, "local_ssd": 1, "network_egress": 32, "benchmark": 1338406},
"n2-standard-96": {"cpu": 96, "memory": 384, "local_ssd": 1, "network_egress": 32, "benchmark": 1590273},
"n2-standard-128": {"cpu": 128, "memory": 512, "local_ssd": 1, "network_egress": 32, "benchmark": 2065382},
"n2-highmem-2": {"cpu": 2, "memory": 16, "local_ssd": 1, "network_egress": 10, "benchmark": 33649},
"n2-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 1, "network_egress": 10, "benchmark": 67702},
"n2-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 1, "network_egress": 16, "benchmark": 135364},
"n2-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 269842},
"n2-highmem-32": {"cpu": 32, "memory": 256, "local_ssd": 1, "network_egress": 32, "benchmark": 538032},
"n2-highmem-48": {"cpu": 48, "memory": 384, "local_ssd": 1, "network_egress": 32, "benchmark": 806506},
"n2-highmem-64": {"cpu": 64, "memory": 512, "local_ssd": 1, "network_egress": 32, "benchmark": 1071112},
"n2-highmem-80": {"cpu": 80, "memory": 640, "local_ssd": 1, "network_egress": 32, "benchmark": 1330008},
"n2-highmem-96": {"cpu": 96, "memory": 768, "local_ssd": 1, "network_egress": 32, "benchmark": 1590062},
"n2-highmem-128": {"cpu": 128, "memory": 864, "local_ssd": 1, "network_egress": 32, "benchmark": 2072337},
"n2-highcpu-2": {"cpu": 2, "memory": 2, "local_ssd": 1, "network_egress": 10, "benchmark": 33719},
"n2-highcpu-4": {"cpu": 4, "memory": 4, "local_ssd": 1, "network_egress": 10, "benchmark": 67817},
"n2-highcpu-8": {"cpu": 8, "memory": 8, "local_ssd": 1, "network_egress": 16, "benchmark": 135527},
"n2-highcpu-16": {"cpu": 16, "memory": 16, "local_ssd": 1, "network_egress": 32, "benchmark": 270110},
"n2-highcpu-32": {"cpu": 32, "memory": 32, "local_ssd": 1, "network_egress": 32, "benchmark": 538530},
"n2-highcpu-48": {"cpu": 48, "memory": 48, "local_ssd": 1, "network_egress": 32, "benchmark": 806668},
"n2-highcpu-64": {"cpu": 64, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 1070807},
"n2-highcpu-80": {"cpu": 80, "memory": 80, "local_ssd": 1, "network_egress": 32, "benchmark": 1329120},
"n2-highcpu-96": {"cpu": 96, "memory": 96, "local_ssd": 1, "network_egress": 32, "benchmark": 0}}
n4_instance_types = {
"n4-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 0, "network_egress": 10, "benchmark": "44377"},
"n4-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 10, "benchmark": "86569"},
"n4-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 16, "benchmark": "177655"},
"n4-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 0, "network_egress": 32, "benchmark": "354249"},
"n4-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 0, "network_egress": 32, "benchmark": "706433"},
"n4-standard-48": {"cpu": 48, "memory": 192, "local_ssd": 0, "network_egress": 32, "benchmark": "1057781"},
"n4-standard-64": {"cpu": 64, "memory": 256, "local_ssd": 0, "network_egress": 45, "benchmark": "1351294"},
"n4-standard-80": {"cpu": 80, "memory": 320, "local_ssd": 0, "network_egress": 50, "benchmark": "1626413"},
"n4-highcpu-2": {"cpu": 2, "memory": 4, "local_ssd": 0, "network_egress": 10, "benchmark": "44397"},
"n4-highcpu-4": {"cpu": 4, "memory": 8, "local_ssd": 0, "network_egress": 10, "benchmark": "86649"},
"n4-highcpu-8": {"cpu": 8, "memory": 16, "local_ssd": 0, "network_egress": 16, "benchmark": "177628"},
"n4-highcpu-16": {"cpu": 16, "memory": 32, "local_ssd": 0, "network_egress": 32, "benchmark": "354814"},
"n4-highcpu-32": {"cpu": 32, "memory": 64, "local_ssd": 0, "network_egress": 32, "benchmark": "707229"},
"n4-highcpu-48": {"cpu": 48, "memory": 96, "local_ssd": 0, "network_egress": 32, "benchmark": "1058224"},
"n4-highcpu-64": {"cpu": 64, "memory": 128, "local_ssd": 0, "network_egress": 45, "benchmark": "1351265"},
"n4-highcpu-80": {"cpu": 80, "memory": 160, "local_ssd": 0, "network_egress": 50, "benchmark": "1651766"},
"n4-highmem-2": {"cpu": 2, "memory": 16, "local_ssd": 0, "network_egress": 10, "benchmark": "44371"},
"n4-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 0, "network_egress": 10, "benchmark": "86305"},
"n4-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 0, "network_egress": 16, "benchmark": "177336"},
"n4-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 0, "network_egress": 32, "benchmark": "354343"},
"n4-highmem-32": {"cpu": 32, "memory": 256, "local_ssd": 0, "network_egress": 32, "benchmark": "704876"},
"n4-highmem-48": {"cpu": 48, "memory": 384, "local_ssd": 0, "network_egress": 32, "benchmark": "1027463"},
"n4-highmem-64": {"cpu": 64, "memory": 512, "local_ssd": 0, "network_egress": 45, "benchmark": "1256257"},
"n4-highmem-80": {"cpu": 80, "memory": 640, "local_ssd": 0, "network_egress": 50, "benchmark": "1536069"}}
e2_instance_types = {
"e2-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 0, "network_egress": 4, "benchmark": 26471},
"e2-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 8, "benchmark": 54585},
"e2-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 16, "benchmark": 104906},
"e2-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 0, "network_egress": 16, "benchmark": 220997},
"e2-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 0, "network_egress": 16, "benchmark": 439445},
"e2-highmem-2": {"cpu": 2, "memory": 16, "local_ssd": 0, "network_egress": 4, "benchmark": 26470},
"e2-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 0, "network_egress": 8, "benchmark": 54535},
"e2-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 0, "network_egress": 16, "benchmark": 104887},
"e2-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 0, "network_egress": 16, "benchmark": 221049},
"e2-highcpu-2": {"cpu": 2, "memory": 2, "local_ssd": 0, "network_egress": 4, "benchmark": 26499},
"e2-highcpu-4": {"cpu": 4, "memory": 4, "local_ssd": 0, "network_egress": 8, "benchmark": 54785},
"e2-highcpu-8": {"cpu": 8, "memory": 8, "local_ssd": 0, "network_egress": 16, "benchmark": 104953},
"e2-highcpu-16": {"cpu": 16, "memory": 16, "local_ssd": 0, "network_egress": 16, "benchmark": 220277},
"e2-highcpu-32": {"cpu": 32, "memory": 32, "local_ssd": 0, "network_egress": 16, "benchmark": 438843}}
n2d_instance_types = {
"n2d-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 1, "network_egress": 10, "benchmark": 38897},
"n2d-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 1, "network_egress": 10, "benchmark": 79682},
"n2d-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 1, "network_egress": 16, "benchmark": 145022},
"n2d-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 303974},
"n2d-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 611375},
"n2d-standard-48": {"cpu": 48, "memory": 192, "local_ssd": 1, "network_egress": 32, "benchmark": 916485},
"n2d-standard-64": {"cpu": 64, "memory": 256, "local_ssd": 1, "network_egress": 32, "benchmark": 1217192},
"n2d-standard-80": {"cpu": 80, "memory": 320, "local_ssd": 1, "network_egress": 32, "benchmark": 1553066},
"n2d-standard-96": {"cpu": 96, "memory": 384, "local_ssd": 1, "network_egress": 32, "benchmark": 1826345},
"n2d-standard-128": {"cpu": 128, "memory": 512, "local_ssd": 1, "network_egress": 32, "benchmark": 2425400},
"n2d-standard-224": {"cpu": 224, "memory": 896, "local_ssd": 1, "network_egress": 32, "benchmark": 3938461},
"n2d-highmem-2": {"cpu": 2, "memory": 16, "local_ssd": 1, "network_egress": 10, "benchmark": 39065},
"n2d-highmem-4": {"cpu": 4, "memory": 32, "local_ssd": 1, "network_egress": 10, "benchmark": 80661},
"n2d-highmem-8": {"cpu": 8, "memory": 64, "local_ssd": 1, "network_egress": 16, "benchmark": 145124},
"n2d-highmem-16": {"cpu": 16, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 304101},
"n2d-highmem-32": {"cpu": 32, "memory": 256, "local_ssd": 1, "network_egress": 32, "benchmark": 611819},
"n2d-highmem-48": {"cpu": 48, "memory": 384, "local_ssd": 1, "network_egress": 32, "benchmark": 917010},
"n2d-highmem-64": {"cpu": 64, "memory": 512, "local_ssd": 1, "network_egress": 32, "benchmark": 1220465},
"n2d-highmem-80": {"cpu": 80, "memory": 640, "local_ssd": 1, "network_egress": 32, "benchmark": 1567766},
"n2d-highmem-96": {"cpu": 96, "memory": 768, "local_ssd": 1, "network_egress": 32, "benchmark": 1868649},
"n2d-highcpu-2": {"cpu": 2, "memory": 2, "local_ssd": 1, "network_egress": 10, "benchmark": 39106},
"n2d-highcpu-4": {"cpu": 4, "memory": 4, "local_ssd": 1, "network_egress": 10, "benchmark": 79859},
"n2d-highcpu-8": {"cpu": 8, "memory": 8, "local_ssd": 1, "network_egress": 16, "benchmark": 144995},
"n2d-highcpu-16": {"cpu": 16, "memory": 16, "local_ssd": 1, "network_egress": 32, "benchmark": 304014},
"n2d-highcpu-32": {"cpu": 32, "memory": 32, "local_ssd": 1, "network_egress": 32, "benchmark": 611726},
"n2d-highcpu-48": {"cpu": 48, "memory": 48, "local_ssd": 1, "network_egress": 32, "benchmark": 916993},
"n2d-highcpu-64": {"cpu": 64, "memory": 64, "local_ssd": 1, "network_egress": 32, "benchmark": 1218165},
"n2d-highcpu-80": {"cpu": 80, "memory": 80, "local_ssd": 1, "network_egress": 32, "benchmark": 1562713},
"n2d-highcpu-96": {"cpu": 96, "memory": 96, "local_ssd": 1, "network_egress": 32, "benchmark": 1870287},
"n2d-highcpu-128": {"cpu": 128, "memory": 128, "local_ssd": 1, "network_egress": 32, "benchmark": 0},
"n2d-highcpu-224": {"cpu": 224, "memory": 224, "local_ssd": 1, "network_egress": 32, "benchmark": 0}}
n1_instance_types = {
"n1-standard-1": {"cpu": 1, "memory": 3.75, "local_ssd": 1, "network_egress": 2, "benchmark": 20090},
"n1-standard-2": {"cpu": 2, "memory": 7.5, "local_ssd": 1, "network_egress": 10, "benchmark": 26532},
"n1-standard-4": {"cpu": 4, "memory": 15, "local_ssd": 1, "network_egress": 10, "benchmark": 54678},
"n1-standard-8": {"cpu": 8, "memory": 30, "local_ssd": 1, "network_egress": 16, "benchmark": 105383},
"n1-standard-16": {"cpu": 16, "memory": 60, "local_ssd": 1, "network_egress": 32, "benchmark": 221834},
"n1-standard-32": {"cpu": 32, "memory": 120, "local_ssd": 1, "network_egress": 32, "benchmark": 440755},
"n1-standard-64": {"cpu": 64, "memory": 240, "local_ssd": 1, "network_egress": 32, "benchmark": 883369},
"n1-standard-96": {"cpu": 96, "memory": 360, "local_ssd": 1, "network_egress": 32, "benchmark": 1247197},
"n1-highmem-2": {"cpu": 2, "memory": 13, "local_ssd": 1, "network_egress": 10, "benchmark": 26438},
"n1-highmem-4": {"cpu": 4, "memory": 26, "local_ssd": 1, "network_egress": 10, "benchmark": 54337},
"n1-highmem-8": {"cpu": 8, "memory": 52, "local_ssd": 1, "network_egress": 16, "benchmark": 104640},
"n1-highmem-16": {"cpu": 16, "memory": 104, "local_ssd": 1, "network_egress": 32, "benchmark": 220547},
"n1-highmem-32": {"cpu": 32, "memory": 208, "local_ssd": 1, "network_egress": 32, "benchmark": 439129},
"n1-highmem-64": {"cpu": 64, "memory": 416, "local_ssd": 1, "network_egress": 32, "benchmark": 879708},
"n1-highmem-96": {"cpu": 96, "memory": 624, "local_ssd": 1, "network_egress": 32, "benchmark": 1248277},
"n1-highcpu-2": {"cpu": 2, "memory": 1.8, "local_ssd": 1, "network_egress": 10, "benchmark": 26517},
"n1-highcpu-4": {"cpu": 4, "memory": 3.6, "local_ssd": 1, "network_egress": 10, "benchmark": 54676},
"n1-highcpu-8": {"cpu": 8, "memory": 7.2, "local_ssd": 1, "network_egress": 16, "benchmark": 105053},
"n1-highcpu-16": {"cpu": 16, "memory": 14.4, "local_ssd": 1, "network_egress": 32, "benchmark": 221443},
"n1-highcpu-32": {"cpu": 32, "memory": 28.8, "local_ssd": 1, "network_egress": 32, "benchmark": 438006},
"n1-highcpu-64": {"cpu": 64, "memory": 57.6, "local_ssd": 1, "network_egress": 32, "benchmark": 874912},
"n1-highcpu-96": {"cpu": 96, "memory": 86.4, "local_ssd": 1, "network_egress": 32, "benchmark": 1245251}}
a2_instance_types = {
"a2-highgpu-1g": {"cpu": 12, "memory": 85, "gpus": 1, "local_ssd": 1, "network_egress": 24, "benchmark": 171520},
"a2-highgpu-2g": {"cpu": 24, "memory": 170, "gpus": 2, "local_ssd": 1, "network_egress": 32, "benchmark": 359881},
"a2-highgpu-4g": {"cpu": 48, "memory": 340, "gpus": 4, "local_ssd": 1, "network_egress": 50, "benchmark": 646934},
"a2-highgpu-8g": {"cpu": 96, "memory": 680, "gpus": 8, "local_ssd": 1, "network_egress": 100, "benchmark": 1287130},
"a2-megagpu-16g": {"cpu": 96, "memory": 1360, "gpus": 16, "local_ssd": 1, "network_egress": 100, "benchmark": 1178643},
"a2-ultragpu-1g": {"cpu": 12, "memory": 170, "gpus": 1, "local_ssd": 1, "network_egress": 24, "benchmark": 0},
"a2-ultragpu-2g": {"cpu": 24, "memory": 340, "gpus": 2, "local_ssd": 1, "network_egress": 24, "benchmark": 0},
"a2-ultragpu-4g": {"cpu": 48, "memory": 680, "gpus": 4, "local_ssd": 1, "network_egress": 24, "benchmark": 0},
"a2-ultragpu-8g": {"cpu": 96, "memory": 1360, "gpus": 8, "local_ssd": 1, "network_egress": 24, "benchmark": 0}}
t2d_instance_types = {
"t2d-standard-1": {"cpu": 1, "memory": 4, "local_ssd": 0, "network_egress": 10, "benchmark": 28961},
"t2d-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 0, "network_egress": 10, "benchmark": 58601},
"t2d-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 10, "benchmark": 118761},
"t2d-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 16, "benchmark": 229103},
"t2d-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 0, "network_egress": 32, "benchmark": 451682},
"t2d-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 0, "network_egress": 32, "benchmark": 886865},
"t2d-standard-48": {"cpu": 48, "memory": 192, "local_ssd": 0, "network_egress": 32, "benchmark": 1305259},
"t2d-standard-60": {"cpu": 60, "memory": 240, "local_ssd": 0, "network_egress": 32, "benchmark": 1588850}}
t2a_instance_types = {
"t2a-standard-1": {"cpu": 1, "memory": 4, "local_ssd": 0, "network_egress": 10, "benchmark": 23261},
"t2a-standard-2": {"cpu": 2, "memory": 8, "local_ssd": 0, "network_egress": 10, "benchmark": 46385},
"t2a-standard-4": {"cpu": 4, "memory": 16, "local_ssd": 0, "network_egress": 10, "benchmark": 92973},
"t2a-standard-8": {"cpu": 8, "memory": 32, "local_ssd": 0, "network_egress": 16, "benchmark": 185998},
"t2a-standard-16": {"cpu": 16, "memory": 64, "local_ssd": 0, "network_egress": 32, "benchmark": 371142},
"t2a-standard-32": {"cpu": 32, "memory": 128, "local_ssd": 0, "network_egress": 32, "benchmark": 736262},
"t2a-standard-48": {"cpu": 48, "memory": 192, "local_ssd": 0, "network_egress": 32, "benchmark": 1102993}}
g2_instance_types = {
"g2-standard-4": {"cpu": 4, "memory": 16, "gpus": 1, "local_ssd": 1, "network_egress": 10, "benchmark": 56273},
"g2-standard-8": {"cpu": 8, "memory": 32, "gpus": 1, "local_ssd": 1, "network_egress": 16, "benchmark": 111997},
"g2-standard-12": {"cpu": 12, "memory": 48, "gpus": 1, "local_ssd": 1, "network_egress": 16, "benchmark": 167604},
"g2-standard-16": {"cpu": 16, "memory": 64, "gpus": 1, "local_ssd": 1, "network_egress": 32, "benchmark": 223514},
"g2-standard-24": {"cpu": 24, "memory": 96, "gpus": 2, "local_ssd": 1, "network_egress": 32, "benchmark": 334411},
"g2-standard-32": {"cpu": 32, "memory": 128, "gpus": 1, "local_ssd": 1, "network_egress": 32, "benchmark": 446322},
"g2-standard-48": {"cpu": 48, "memory": 192, "gpus": 4, "local_ssd": 1, "network_egress": 50, "benchmark": 656106},
"g2-standard-96": {"cpu": 96, "memory": 384, "gpus": 8, "local_ssd": 1, "network_egress": 100, "benchmark": 1249876}
}
# Validate the benchmark score from GCP website, if there is a delta, print the delta to standard error (so it won't be extracted to the data.json file)
for _instance_family in [c2_instance_types, c2d_instance_types, c3_instance_types, c3d_instance_types,
m1_instance_types, m2_instance_types, m2_instance_types,
m3_instance_types, n2_instance_types, n4_instance_types, e2_instance_types,
n2d_instance_types, n1_instance_types, a2_instance_types, t2d_instance_types,
t2a_instance_types, g2_instance_types]:
for _instance_type in _instance_family:
instance_coremark_result = instances_linux_coremark.get(_instance_type)
if instance_coremark_result is None:
instance_coremark_result = 0
if not isinstance(instance_coremark_result, int):
instance_coremark_result = str(instance_coremark_result).replace(', ', '')
if _instance_family[_instance_type]['benchmark'] != float(instance_coremark_result):
print('found delta for {}, benchmark result is {}, website is {}'.format(_instance_type,
_instance_family[
_instance_type][
'benchmark'],
instance_coremark_result),
file=sys.stderr)
# _instance_family[_instance_type]['benchmark'] = instance_coremark_result
for gen in generations:
output[gen] = {}
for instance_t in instance_types:
instance_t_generation = instance_t.split('-')[0]
if instance_t_generation == gen:
output[gen][instance_t] = {'regions': {}, 'specs': {}}
for region in regions:
output[gen][instance_t]['regions'][region] = {}
for spec in specs_params:
output[gen][instance_t]['specs'][spec] = {}
# OS License
output['license'] = {}
# Download GCP Calculator pricing, and reformat it to GCPinstances.info strcture
data_json = requests.get('https://cloudpricingcalculator.appspot.com/static/data/pricelist.json').json()
data = data_json['gcp_price_list']
for k, v in data.items():
if k == 'CP-COMPUTEENGINE-OS':
for kk, vv in v.items():
output['license'][kk] = vv
if k == 'CP-COMPUTEENGINE-VMIMAGE-F1-MICRO':
for kk, vv in v.items():
if kk in regions:
output['f1']['f1-micro']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
# CPU type pulled from /proc/cpuinfo
output['f1']['f1-micro']['specs'].update(
{kk: vv, 'cpu': ['Intel Xeon @ 2.30GHz'], 'gpu': 0, 'local_ssd': 0, 'nested_virtualization': 0,
'sole_tenant': 0, 'benchmark': 4111})
if k == 'CP-COMPUTEENGINE-VMIMAGE-G1-SMALL':
for kk, vv in v.items():
if kk in regions:
output['g1']['g1-small']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
# CPU type pulled from /proc/cpuinfo
output['g1']['g1-small']['specs'].update(
{kk: vv, 'cpu': ['Intel Xeon @ 2.30GHz'], 'gpu': 0, 'local_ssd': 0, 'nested_virtualization': 0,
'sole_tenant': 0, 'benchmark': 10657})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-1':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-1']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-1']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-2':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-2']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-2']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-4':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-4']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-4']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-8':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-8']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-8']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-16':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-16']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-16']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-32':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-32']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-32']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-64':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-64']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-64']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-96':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-96']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-standard-96']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-2':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-2']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-2']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-4':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-4']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-4']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-8':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-8']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-8']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-16':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-16']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-16']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-32':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-32']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-32']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-64':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-64']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-64']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-96':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-96']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highmem-96']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-2':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-2']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-2']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-4':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-4']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-4']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-8':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-8']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-8']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-16':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-16']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-16']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-32':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-32']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-32']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-64':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-64']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-64']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-96':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-96']['regions'][kk] = {'ondemand': vv}
output['n1']['n1-highcpu-96']['regions'][kk].update({'sud': nice(vv * n1_sud_discount)})
#### PREEMPTIBLE INSTANCES
if k == 'CP-COMPUTEENGINE-VMIMAGE-F1-MICRO-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['f1']['f1-micro']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-G1-SMALL-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['g1']['g1-small']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-1-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-1']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-96']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-96']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-96']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-1-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-1']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-STANDARD-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-standard-96']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHMEM-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highmem-96']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-2-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-2']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-4-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-4']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-8-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-8']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-16-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-16']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-32-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-32']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-64-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-64']['regions'][kk].update({'preemptible': vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-N1-HIGHCPU-96-PREEMPTIBLE':
for kk, vv in v.items():
if kk in regions:
output['n1']['n1-highcpu-96']['regions'][kk].update({'preemptible': vv})
### E2
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-2':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-2']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-2']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-2':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-2']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-2']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-32':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-32']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-32']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-2':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-2']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-2']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-4':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-4']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-4']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-8':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-8']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-8']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-SMALL':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-small']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-small']['specs'].update(
{'cores': 2, 'memory': 2, 'cpu': ['N/A'], 'gpu': 0, 'local_ssd': 0, 'nested_virtualization': 0,
'sole_tenant': 0, 'benchmark': 6745, 'network_egress': 1})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-8':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-8']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-8']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-32':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-32']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-32']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-STANDARD-4':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-standard-4']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-standard-4']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-8':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-8']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-8']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-32':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-32']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-32']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-4':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-4']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-4']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-16':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-16']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-16']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-32':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-32']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-32']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-8':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-8']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-8']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-2':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-2']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-2']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-MICRO':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-micro']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-micro']['specs'].update(
{'cores': 2, 'memory': 1, 'cpu': ['Skylake', 'Broadwell', 'Haswell', 'AMD EPYC Rome'], 'gpu': 0,
'local_ssd': 0, 'nested_virtualization': 0,
'sole_tenant': 0, 'benchmark': 3238, 'network_egress': 1})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-4':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-4']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-4']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHMEM-2':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highmem-2']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highmem-2']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-8':
for kk, vv in v.items():
if kk in regions:
output['e2']['e2-highcpu-8']['regions'][kk] = {'ondemand': vv}
if kk in specs_params:
output['e2']['e2-highcpu-8']['specs'].update({kk: vv})
if k == 'CP-COMPUTEENGINE-VMIMAGE-E2-HIGHCPU-8':
for kk, vv in v.items():
if kk in regions: