content stringlengths 7 1.05M |
|---|
#!/usr/bin/env python3
# package version
__version__ = '3.0.0-beta'
|
class BingException(Exception):
"""A generic exception for all bing-related exceptions. You can catch all exceptions with this."""
pass
class BadAuth(BingException):
"""An invalid authorization was passed in"""
pass
class NotEnoughResults(BingException):
"""There weren't enough results."""
pass
|
# Write a program that reads four integer numbers.
# It should add the first to the second number, integer divide the sum by the third number,
# and multiply the result by the fourth number. Print the final result.
i1 = int(input())
i2 = int(input())
i3 = int(input())
i4 = int(input())
result = i1 + i2
result = result // i3
result *= i4
print (result) |
file = {'a':'china',
'b':'us',
'c':'cuba'}
for name, country in file.items():
print(str(name.title()) + ' runs through ' + str(country.title()) + '.')
print(str(name.title()))
print(str(country.title()) + '\n') |
'''
Author:
Charles
Function:
set options.
'''
# for yolo1
yolo1_options = {
'info': 'yolo1_options',
'max_object': 50,
'backupdir': './backup',
'trainSet': '',
'testSet': '',
'trainlabpth': None,
'testlabpth': None,
'clsnamesfile': './names/coco.names',
'gpus': '0, 1',
'ngpus': 2,
'use_cuda': True,
'num_workers': 4,
'is_multiscale': False,
'by_stride': False,
'header_len': 4,
'weightfile': './weights/yolov1.weights',
'cfgfile': './cfg/yolov1.cfg',
'logsavefile': 'train.log',
'save_interval': 10,
'conf_thresh': 0.25,
'nms_thresh': 0.4,
'iou_thresh': 0.5,
'jitter': 0.2,
'mode': 'test'
}
# for yolo2
yolo2_options = {
'info': 'yolo2_options',
'max_object': 50,
'backupdir': './backup',
'trainSet': '',
'testSet': '',
'trainlabpth': None,
'testlabpth': None,
'clsnamesfile': './names/coco.names',
'gpus': '0, 1',
'ngpus': 2,
'use_cuda': True,
'num_workers': 4,
'is_multiscale': True,
'by_stride': False,
'header_len': 4,
'weightfile': './weights/yolov2.weights',
'cfgfile': './cfg/yolov2.cfg',
'logsavefile': 'train.log',
'save_interval': 10,
'conf_thresh': 0.25,
'nms_thresh': 0.4,
'iou_thresh': 0.5,
'jitter': 0.3,
'mode': 'test'
}
# for yolo3
yolo3_options = {
'info': 'yolo3_options',
'max_object': 50,
'backupdir': './backup',
'trainSet': '',
'testSet': '',
'trainlabpth': None,
'testlabpth': None,
'clsnamesfile': './names/coco.names',
'gpus': '1',
'ngpus': 1,
'use_cuda': True,
'num_workers': 4,
'is_multiscale': True,
'by_stride': True,
'header_len': 5,
'weightfile': './weights/yolov3.weights',
'cfgfile': './cfg/yolov3.cfg',
'logsavefile': 'train.log',
'save_interval': 10,
'conf_thresh': 0.25,
'nms_thresh': 0.4,
'iou_thresh': 0.5,
'jitter': 0.3,
'mode': 'test'
} |
# Cube coordinates: https://www.redblobgames.com/grids/hexagons/
d = open("input.txt").read().splitlines()
g = {}
for l in d:
i = 0
x, y, z = (0, 0, 0)
while i < len(l):
if l[i:].startswith('sw'):
x, y, z = x - 1, y, z + 1
i += 2
elif l[i:].startswith('se'):
x, y, z = x, y - 1, z + 1
i += 2
elif l[i:].startswith('nw'):
x, y, z = x, y + 1, z - 1
i += 2
elif l[i:].startswith('ne'):
x, y, z = x + 1, y, z - 1
i += 2
elif l[i] == 'w':
x, y, z = x - 1, y + 1, z
i += 1
elif l[i] == 'e':
x, y, z = x + 1, y - 1, z
i += 1
g[(x, y, z)] = not g.get((x, y, z), False)
print(sum(g.values()))
dirs = ((-1, 0, 1), (0, -1, 1), (0, 1, -1), (1, 0, -1), (-1, 1, 0), (1, -1, 0))
for i in range(100):
g_new = g.copy()
pos = set(g.keys())
for k in g:
for dx, dy, dz in dirs:
pos.add((k[0] + dx, k[1] + dy, k[2] + dz))
for k in pos:
n = 0
for dx, dy, dz in dirs:
n += g.get((k[0] + dx, k[1] + dy, k[2] + dz), False)
if n == 2:
g_new[k] = True
elif (n == 0 or n > 2) and g.get(k, False):
g_new[k] = False
g = g_new
print(sum(g.values()))
|
def cards_for_friends(w, h, n):
w2 = 1
while w % 2 == 0:
w2 *= 2
w = w / 2
h2 = 1
while h % 2 == 0:
h2 *= 2
h = h / 2
return w2 * h2 >= n
if __name__ == "__main__":
num_test = int(input())
for i in range(num_test):
w, h, n = [int(i) for i in input().split()]
if cards_for_friends(w, h, n):
print("YES")
else:
print("NO")
|
# -*- coding: utf-8 -*-
"""
Queues Directory
"""
|
def solution(citations):
"""[summary]
인용횟수를 담은 배열이 주어지면 그걸 토대로 H-index를 산출
Args:
citations (List[int]): 논문별 인용 횟수 [1:1000], e:=[0:10000]
Returns:
int: 발표한 논문 n편 중 h번 이상 인용된 논문이 h편 이상이고, 나머지 논문이 h편 이하 인용되었을때, max(h)
"""
h_index = 0
for i, c in enumerate(sorted(citations, reverse=True)):
if c < i + 1:
break
h_index += 1
return h_index
if __name__ == "__main__":
i = [3, 0, 6, 1, 5]
print(solution(i)) |
class FpSegmentator:
def __init__(self, bs = 16, th = 160):
self.blockSize = bs
self.threshHold = th
def segment(self, fpImg):
segmentedImg = fpImg
maskImg = fpImg
#Perform edge detection using Canny technique
blurImg = cv2.GaussianBlur(fpImg, (7,7), 0)
edgeImg = cv2.Canny(blurImg, 20, 70)
rows, cols, *ch = maskImg.shape
total = 0
sd = 0
size = self.blockSize ** 2
#Compute statistical features of each block in input fingerprint image
#And check if SD is less than the threshold value
for row in range(0,rows, self.blockSize):
for col in range(0,cols, self.blockSize):
try:
#Calculate total pixels here
for r in range(row,row + self.blockSize):
for c in range(col,col + self.blockSize):
total += edgeImg[r,c]
#Calculate total sd of the edgeImg here
for r in range(row,row + self.blockSize):
for c in range(col,col + self.blockSize):
sd += (edgeImg[r,c] - (total // size))**2
total_sd = math.sqrt(sd // self.blockSize)
#Assign white color to the region with lower threshold
if total_sd < self.threshHold:
for r in range(row,row + self.blockSize):
for c in range(col,col + self.blockSize):
segmentedImg[r,c] = 255
#Reset the sd and total pix for each block
total = 0
sd = 0
except IndexError as ie:
pass
return segmentedImg |
class Handler(object):
"""
Handler for the compass connected to the ruggeduino
NOTE - VARIABLES
PID - Dictionary of PID values
P - P value
I - I value
D - D value
robot - Instance of sparklebot class
NOTE - METHODS
calcPID(error) - Calculate the new PID values from the given error
getValue() - Gets the heading from the compass
"""
def __init__(self, robot, PID):
self.P = PID['P']
self.I = PID['I']
self.D = PID['D']
self.R = robot
self.lastError = 0
self.i = 0
if self.R.DEBUG:
print("P: ", self.P)
print("I: ", self.I)
print("D: ", self.D)
def calcPID(self, error):
"Calculate the new PID values from error"
p = abs(error)
self.i += error
d = abs(self.lastError) - abs(error)
pidVal = self.P * p + self.I * self.i + self.D * d
return pidVal
def getValue(self):
"Gets the heading from the compass"
heading = self.R.RH.command("e")
value = int(float(heading))
return(value)
|
s = input()
s = s.lower()
panagram = True
lst = []
for i in range(0,26):
lst.append(False)
for char in s:
if not char == " ":
lst[ord(char)-ord('a')]=True
for ch in lst:
if ch == False:
panagram = False
break
if(panagram==False):
print("Panagram Doesn't Exist")
else:
print("Panagram Exists")
|
"""
Given an 2D board, count how many battleships are in it. The battleships are represented with 'X's, empty slots are represented with '.'s. You may assume the following rules:
You receive a valid board, made of only battleships or empty slots.
Battleships can only be placed horizontally or vertically. In other words, they can only be made of the shape 1xN (1 row, N columns) or Nx1 (N rows, 1 column), where N can be of any size.
At least one horizontal or vertical cell separates between two battleships - there are no adjacent battleships.
Example:
X..X
...X
...X
In the above board there are 2 battleships.
Invalid Example:
...X
XXXX
...X
This is an invalid board that you will not receive - as battleships will always have a cell separating between them.
Follow up:
Could you do it in one-pass, using only O(1) extra memory and without modifying the value of the board?
"""
class Solution(object):
def countBattleships(self, board):
"""
:type board: List[List[str]]
:rtype: int
"""
solution = 0
for i in range(len(board)):
for j in range(len(board[i])):
if i == 0 and j == 0:
if board[i][j] == 'X':
solution += 1
elif i == 0:
if board[i][j] == 'X' and board[i][j-1] != 'X':
solution += 1
elif j == 0:
if board[i][j] == 'X' and board[i-1][j] != 'X':
solution += 1
else:
if board[i][j] == 'X' and board[i-1][j] != 'X' and board[i][j-1] != 'X':
solution += 1
return solution
|
def var_sum(*args):
"""
Variable argument sum
"""
total = 0
for arg in args:
try:
arg+1
total += arg
except TypeError: # invlid input hence return early
return
return total
def sum_of_n_natual_numbers(n):
"""
Returns sum of first n natural numbers
"""
try:
n+1
except TypeError: # invlid input hence return early
return
if n < 1: # invlid input hence return early
return
return n*(n+1) // 2
def sum_of_n_even_numbers(n):
"""
Returns sum of first n even numbers
"""
try:
n+1
except TypeError: # invlid input hence return early
return
if n < 0: # invlid input hence return early
return
return n*(n+1)
def sum_of_n_odd_numbers(n):
"""
Returns sum of first n odd numbers
"""
try:
n+1
except TypeError: # invlid input hence return early
return
if n < 0: # invlid input hence return early
return
return n*n
def sum_of_square_of_n_numbers(n):
"""
The sum of squares of first n natural numbers
∑ n^2 = 1^2 + 2^2 + 3^2 +....+ n^2
"""
try:
n+1
except TypeError: # invlid input hence return early
return
if n < 0: # invlid input hence return early
return
return n*(n+1)*(2*n+1)//6
|
class Solution(object):
def reverse(self, x):
rev_x = 0
if x >= 0: # positive
sign = + 1
elif x < 0: # negative
sign = -1
x = x * sign # remove sign for now
while x > 0:
rev_x = rev_x * 10 + x % 10
x = x/10
# check if output is within 32 bit bounds
if rev_x <= (-2**31) or rev_x >= (2**31):
rev_x = 0
print(rev_x*sign)
return rev_x*sign # restore the sign
|
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Date : 2017-07-05 16:53:19
# @Author : mayongze (1014057907@qq.com)
# @Link : https://github.com/mayongze
# @Version : 1.1.1.20170705
# 微信后台接口RUL 示例: http://www.*****.com/***.php
URL = ''
# sqlite 存储相对路径
SQLITE_PATH = 'database/demodatabase.db'
# sqlite 日志路径
SQLITE_LOG_PATH = 'sqliteDataProcess.log'
# 爬虫进程数
SPIDER_PROCESS_NUM = 3 |
x:str = ""
y:str = "123"
z:str = "abc"
for x in z:
print(x)
for x in y:
print(x)
|
def solution_one(numbers: list[int]) -> list[int]:
"""
timeComplexity: BigO(n^2)
spaceComplexity: BigO(n)
"""
result = []
for idx, i in enumerate(numbers):
tmp = 1
for idj, j in enumerate(numbers):
if idx == idj:
continue
tmp *= j
result.append(tmp)
return result
def solution_two(numbers: list[int]) -> list[int]:
"""
timeComplexity: BigO(2n)
spaceComplexity: BigO(n)
"""
total = 1
for n in numbers:
total *= n
result = []
for n in numbers:
result.append(total // n)
return result
if __name__ == "__main__":
print(solution_one([1, 2, 3, 4, 5]))
print(solution_two([1, 2, 3, 4, 5]))
|
"""Top-level package for ocr_package."""
__author__ = """Qunfei Wu"""
__email__ = 'qunfei.wu@outlook.com'
__version__ = '0.1.4'
|
# -*- coding: utf-8 -*-
# Copyright 2019 Cohesity Inc.
class BackupPolicyProtoScheduleEnd(object):
"""Implementation of the 'BackupPolicyProto_ScheduleEnd' model.
TODO: type model description here.
Attributes:
end_after_num_backups (long|int): The following field has been
deprecated. TODO(mark): Append "_DEPRECATED" to this field name
once iris has stopped referring to it. If specified, the backup
job will no longer be run after it has been run these many times.
end_time_usecs (long|int): If specified, the backup job will no longer
be run after this time.
"""
# Create a mapping from Model property names to API property names
_names = {
"end_after_num_backups":'endAfterNumBackups',
"end_time_usecs":'endTimeUsecs'
}
def __init__(self,
end_after_num_backups=None,
end_time_usecs=None):
"""Constructor for the BackupPolicyProtoScheduleEnd class"""
# Initialize members of the class
self.end_after_num_backups = end_after_num_backups
self.end_time_usecs = end_time_usecs
@classmethod
def from_dictionary(cls,
dictionary):
"""Creates an instance of this model from a dictionary
Args:
dictionary (dictionary): A dictionary representation of the object as
obtained from the deserialization of the server's response. The keys
MUST match property names in the API description.
Returns:
object: An instance of this structure class.
"""
if dictionary is None:
return None
# Extract variables from the dictionary
end_after_num_backups = dictionary.get('endAfterNumBackups')
end_time_usecs = dictionary.get('endTimeUsecs')
# Return an object of this model
return cls(end_after_num_backups,
end_time_usecs)
|
#!/usr/bin/env python
'''
test cases will be discovered by py.test by Python testing conventions
'''
class TestClass:
def test_f(self):
assert 42 == 42
def test_g(self):
assert " hello ".strip() == "hello"
|
test = {
'name': 'Problem 2',
'points': 2,
'suites': [
{
'cases': [
{
'code': r"""
>>> dogs = about(['dogs', 'hounds'])
>>> dogs('A paragraph about cats.')
False
>>> dogs('A paragraph about dogs.')
True
>>> dogs('Release the Hounds!')
True
>>> dogs('"DOGS" stands for Department Of Geophysical Science.')
True
>>> dogs('Do gs and ho unds don\'t count')
False
""",
'hidden': False,
'locked': False
}
],
'scored': True,
'setup': r"""
>>> from cats import about
""",
'teardown': '',
'type': 'doctest'
},
{
'cases': [
{
'code': r"""
>>> ab = about(['neurine', 'statutably', 'quantivalent', 'intrarachidian', 'itinerantly', 'cloaklet'])
>>> ab('unhollow simsim dcloakletB itinerantly cloakLet dQUaNtivalentJ gnEurinE fissiparity Mneurinel')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unsimilar', 'conditioning', 'crystallogenical', 'mennom', 'foreannouncement', 'neomorph'])
>>> ab('#crystallogenIcalW podded reorganizationist neomorPhf hneomorphj')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['lactonic', 'ungroaning', 'intraepiphyseal', 'sporangiform', 'saccharate', 'hermeneutic', 'butanal', 'gregariously', 'splenopexy'])
>>> ab('Hsp\\leno?pexy qsacchar<ate, dungroaninGy pennate Ybutanal zbutana|l proterogyny')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['gendarme', 'tigerlike', 'countergabble', 'lollipop', 'regovern', 'acoelomate', 'walnut', 'combat', 'reattribution'])
>>> ab('tig;eRlikE fiscal nwaLnut cou(ntergab!bleg unsuccessiveness reattr<ibuTion acoeloma$te!U EgEndarme scrappily')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['multivoltine', 'nonpacifist', 'oviferous', 'postelection', 'multidigitate', 'reallege', 'intercavernous', 'marmose'])
>>> ab('sreAllege Omultivoltine postelEct>IonK Tpostelectiong ZposteLection')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['antimonarchial', 'archaeology', 'oopod', 'notchel'])
>>> ab('Hn`otcHelG packed saNtimonarchial a[ntimOna]rchiaLj dnotche}Lv')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['cf', 'tylostylus', 'civil', 'teleobjective'])
>>> ab('bty)loStyl.uss vexillar hciv~ilf oviparousness tylostylus gciviL ^CfH bridger plastochrone')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['croup', 'accompaniment', 'delabialize', 'erythematous', 'gossipdom'])
>>> ab('accomp=ani<mentY pleuronectoid petrographical gossi\\[pdomJ toetoe')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['basidiolichen', 'pruriently', 'elasticness', 'polony'])
>>> ab('exterior mannerable elastiCnessD bprurienTlyl eLasticneSs')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['umbellar', 'rambutan', 'southeasternmost', 'correction', 'inadhesion', 'featherfew'])
>>> ab('UmbellarB sparky coRrectionh tsoutheasternmoStW interradiation lumbEll]art')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['intercreate', 'sulpholipin', 'inkhornizer', 'lycanthropic', 'optimize'])
>>> ab('sulpholi*piN proctoparalysis rInkhornizer RlycanthropicY optimi`#zeg -optimizeo lycanthropicB lycanthrOpICK')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['uniformitarian'])
>>> ab('U-nif#ormitarianr uniformitarian buNi=formitaRian leucitis enantiopathia uniformitarian U-nif!ormitarian')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['pulicidal', 'choultry', 'caryopilite', 'unowed', 'overslaugh', 'unshriveled', 'ectodactylism'])
>>> ab('ectodactylisma ecT${odactylismL transform diaheliotropic carYopi?l~iteT aunowE-d,e ectodactyli]smI Rcaryop,iliT@eG .puli^Cidalk')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['stowbordman', 'scleromeninx', 'wringstaff'])
>>> ab('stowbordmaN porkfish scleromenInx updart nether')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['plumbosolvent', 'nearby', 'atriopore', 'conchiferous', 'zygostyle', 'glottidean', 'temulentive', 'khajur', 'chirognomy'])
>>> ab('glott;ID|eanD (aTrioPor[ed tem^ulenT/iveg Rplumbosolventt zygo[styleV pseudoacaccia pLumboSolve-ntm tEmulenTivEg sweetbrier')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['sylvanly', 'infinite', 'uncorked', 'subjacency', 'looplike', 'nasoethmoidal', 'capcase', 'communicableness', 'blown'])
>>> ab("infi!niTe eu.nCorkEd+ nasoethmoi-daL glooPlikes Bcommu[nicabl'eNesst")
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['sulpholysis', 'kalo', 'cecidiology', 'progne', 'cosiness', 'quotity'])
>>> ab('kaloI marsoon TcecidIology s`u,Lpholysism uprognez =sulphoLysisL ncec{idiologY')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['cameograph', 'cnidophore'])
>>> ab('unhushable monoprionidian UcameographL coccidia cnidophorev')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['inadequateness', 'capsulate', 'careers', 'sublanceolate'])
>>> ab('finadeQuate#ness]V clownship Sublan!ceol_atem capsulitis sublanceolatet chantry')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['kilneye', 'wistful', 'scorbutic', 'chichipe', 'antemeridian', 'metapolitical'])
>>> ab('Nmetapolitica}lm UmetapoliTica:l unapproximately ch+i@chipeD aNtemeRi^dianq')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['inefficacity', 'caulicule', 'autositic', 'zimme'])
>>> ab('ottajanite inEffIcacityv plasmodiocarp cc-Aul(iculex inefficaciTyX')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['playwrighting', 'hamated', 'encumberingly', 'closh', 'yugada', 'staphyloptosis', 'energeia', 'microclimatologic', 'pasang'])
>>> ab('=PlAYwrightInGX VpasA&ngw yugada energeia zpla,ywRIgh|ting CpAsangq')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['saltless', 'bailage', 'nonformation', 'yeven', 'argenteous', 'ha'])
>>> ab('iy:e.venN A[rgentEo]usT largenteous clamminess gbaILa.geY stoicism')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['overcrop', 'julian', 'gaub', 'roland'])
>>> ab('tenectomy UrOland haec Kover`c(ropb pneumatolitic roland overc]ropz GOvercrop Xroland')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['construction', 'upbid', 'weave'])
>>> ab('weave, amphidetic weave untotalled weAveN hweave weaveF pasticheur')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['immortalness', 'powell', 'indifferently', 'palatograph', 'capucine'])
>>> ab('enterer Qpalatograph implacement shepherdry indiff"er<ently')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['rorqual', 'tautomeric', 'unprejudicedly', 'disregardance', 'reconveyance', 'rebellow'])
>>> ab("quabird grebellOw] rebEl'l*owm rebell/]OWh learnt")
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['nightstock', 'catabaptist', 'aloud', 'ultramelancholy'])
>>> ab('ualouD/c mines push dnightsTock ial&oud')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['understrain', 'incoherentific'])
>>> ab('kun+derstraink munderstRain vaporiferousness silly palaeocrystalline cauliculus subnatural')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['accompliceship', 'dumpish', 'unqueried', 'incedingly', 'sudiform', 'neighborless'])
>>> ab('incedingly sequency sudiform dumpish YUnqueried Sdumpish Gneig}hbOrlessq KincedinglyX')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['undishonored', 'counterflange', 'justly', 'contralto', 'erythematous', 'intromissive'])
>>> ab('counterflange cOntra=\\lto IntromIssiven unperforate j,ustl#yi iNtromissIveS undishonored')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['replier', 'bending', 'uptree'])
>>> ab('replier uptr$eeC bantay salpingostaphyline aupTre[Er')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['matriculate', 'pandemy', 'fruited', 'draughtmanship', 'arboriform', 'oppugner', 'nucleonics', 'reducer'])
>>> ab('f@rui,ted reducer draughtmanshipD toxa PfrUited ZMatRi[culateA maTricuLatEi lmaTricuLate].D matriculate')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unconjecturable', 'lithontriptor', 'paradoctor', 'retinopapilitis', 'unabsolvedness'])
>>> ab('u/nconjectura{bleJ unco(njEctUrable unconjecturable pAradoct<ord trenchermaking Aretinopapilitis')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['liminary', 'collectorship'])
>>> ab('pearlin unbrent vliminary>O Xlim;iNaryf collectorship liminary pretranscription fliminaryQ liminary')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['stuporose', 'didst', 'hexactinellidan', 'vacuome', 'pulicarious', 'semidead', 'gourdlike', 'powerboat'])
>>> ab('tvacuome hippometry sgourdlIKe satisfying hexactiNellidanT')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['surdation', 'piddler', 'unbatten', 'bemar', 'unfeeling', 'thermalgesia'])
>>> ab('unbatten tracksick pIddleRs munbatten ^BemaR piDdler*] news')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['undersweep', 'sportswomanly', 'nonlocal', 'lorate', 'histopathologist', 'trichiuroid'])
>>> ab('zoomorphize trichiuroid SportSwomanlyj Nonlocal nonlOcalA p{lorate/ NundersweepR thisto/pathologisT Klorate<')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['rewarehouse', 'noggen'])
>>> ab('CreWarEhous\\e rewarehouse pina desquamatory Mnoggeny threadweed')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['noologist'])
>>> ab('bagreef desiredly xnooL+ogist<E warmth unstainableness theomorphic eliasite')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['mockernut', 'boga', 'unzephyrlike', 'infragenual', 'dimmed', 'derelictness', 'morphologic'])
>>> ab('gopher lord dimmeDw Xmo$cke`rnuTC bogAY')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['parapteron'])
>>> ab('quinaldyl spiritland simply laver untakable nonsensitive xparapter>onA')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['priesteen', 'parapet', 'linenman', 'noneffervescent', 'metasaccharinic', 'unreversible', 'desiderata'])
>>> ab('desid@erataP Bnonefferve?s]centr des\\iDEra]tag linenmanx parapet k&unreversible desiderata~L (uNreversi~BleN')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['pulpit', 'cig', 'orbitelarian', 'overstress', 'voicelessness'])
>>> ab('xoV_Erst-ressR voi=c:elessness V)oicelessneSs psaltes NoRbitelarian')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['underdevelop', 'rejumble', 'crowkeeper', 'symphyllous', 'narratress'])
>>> ab('troolie underdevelOpw sym+phyl`lOusF undecidedly rrEjumbleR nnarRatressF')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['phonogrammically', 'dumpiness', 'preambition', 'halisteretic'])
>>> ab('jha}liStEretic" ha%listereti<c interimistic inexhaustive yogin yphonogrammicallyw smokefarthings dauntingly halisteretic')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['block', 'diluvialist', 'heriot', 'supersalient', 'hate', 'septation'])
>>> ab('=sep.tatiOnA handmaid hate Hhe}rio(tt zheRiot^$')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['cyclose', 'acrospore', 'raver', 'balzarine', 'neomorphic', 'lute', 'uranostaphylorrhaphy', 'thirteenfold'])
>>> ab('balzarine acrospore hluteY ,baLzarine UneOmorphIc')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['pedestal'])
>>> ab('valeta counselful pedestal nonstudious matral divata pedes}taL')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['gynospore', 'apodictically', 'villages', 'algebra', 'uprid', 'disadvise', 'yourselves', 'nondeference', 'overhardy'])
>>> ab('tetchy Xnondeferencex uovErhardYh dIsadvis}ef bridely orientator')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['lipomyxoma'])
>>> ab('shoreyer lipomyxoma cojuror squdge luxuriancy')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unchangefulness', 'sublevation', 'protosyntonose', 'saddlelike', 'postlachrymal', 'antetype'])
>>> ab('OanTety>peW unchangefulness ootocous wuncHangefulnessx bagpipes saddlelike')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['coccygeal', 'dinothere', 'faradmeter', 'oversubtlety', 'dispensatorily', 'manganapatite'])
>>> ab('d~is&penSaTorilyc browbeater dIspensatorilyZ Omanganapatiteg amanganapatite mangaNapatItEG Hdispensatorily roulette')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['diactin', 'stirps', 'waverous', 'qualifying', 'sexuparous', 'realmless'])
>>> ab('Hstirpsj sexuparOusj waver>ousQ sexuparOus_R cqualIfying st_irPs# sexupaRous')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['headliner', 'dutiability', 'acquired', 'portfire', 'dilatometric', 'voicelet'])
>>> ab('Dvo)^icelEtB acquired inhaler sdilatome&trIc pour claut portfire@m Zhe-adlinerm')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['healsome', 'proceed', 'oxhorn', 'overskim', 'polemicist', 'injure', 'hygrophaneity', 'chairmender'])
>>> ab('sproceedf y|healso"me vpolemicisTW embrocate hygrophaneity Xproceed ThygroPhaneIty')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['schemist', 'pentahedrous', 'relativeness', 'solivagant', 'gloriously', 'epistolet'])
>>> ab('relativenesse pentahedrous Ygloriou#slyq foretalking Agloriously trelativen&esSA dschemist')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['carbonization', 'micropegmatitic', 'waterhorse', 'antisubstance', 'yucker', 'samely', 'dargsman'])
>>> ab('whank samely waterhorse usa;me,lYj antisubstance ddargsman micropegmatitic chack')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unguidable', 'presentational', 'autoheterosis', 'nitrophytic'])
>>> ab('utrum cerebralist unguidable tpre,sEnta(tionaL AunguidabLE composure p#resen.tationaL autoheterosis')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['predative', 'paragrammatist'])
>>> ab('pRed@ati)veK abhiseka rpredAt(Ive h$paragrammatist/ GparagrammatistD prEdative')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['ripe', 'spatuliform'])
>>> ab('monopyrenous zspatuliform E:ripe lr#ip.ey cauligenous tod toddle')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['appliable', 'dysepulotic', 'opodeldoc', 'brainlessly'])
>>> ab('ortho hopodeldoc fappliableV postcolumellar rebounder')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['ameed', 'pneumonopleuritis', 'maidenweed'])
>>> ab("pnE-umO*NOpleuritis pNeumOnopLeuritis' pneumonopleuritis Eameed tabletary epneumOnopleuritis maidenweed")
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['broomwood', 'relatability', 'pearlite', 'epithecium', 'saddlenose'])
>>> ab('ape@arlite WrelatabilityR Zsaddl|enos$E piperidine commissariat aphasia')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['housewarming', 'hymenean', 'crepusculine', 'solecizer', 'overfearful'])
>>> ab('engloom electrotest crosscutting housewarmings SsoLecizErN solecizer vcrepus"culIn|eY tenementer LhouSewarmingQ')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['paradisic', 'unaffectionately', 'exordial', 'weaponshowing', 'rhombohedra', 'sparger'])
>>> ab('Orhombohedra lexordials subjunctively jrhombo@Hedra= paradis#icO')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['official', 'platybrachycephalous', 'pitometer', 'electrodepositor', 'superambitious'])
>>> ab('thundersquall pockmark Bpitome}t^er mplatybrachycephalousQ oFficial T;official piTometerH oddsman')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['hoseless', 'passivity', 'sparrowcide', 'salubrious'])
>>> ab('hoseless_ tonalist comboy coislander opa_ssivITys pAss[ivIty> psaLubrIousV hoseleSs')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['mischieve', 'dayfly', 'galvanomagnetic'])
>>> ab('dayfly\\_V dayflyU mischieVey ydayfly precipitantly dmischievey')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['notoriety', 'undersorcerer', 'pneumoperitonitis', 'balaenoidean', 'strawbreadth', 'postconnubial', 'cauligenous'])
>>> ab('siket unwhelped misexpend academically gemmipara cAuligEnous')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['wold', 'relieved', 'quicksandy', 'guaraguao', 'stalkless', 'unexhilarated', 'strifeproof'])
>>> ab('wo\\LdT funexhilarAt:ed& ejection comeuppance Erelieve"d woldg')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unpermeated', 'myelocytic', 'nonindictable', 'pretuberculous', 'mesoxalyl', 'strombite', 'muscule', 'cheesemongerly'])
>>> ab('prETUb^eRcu,LoUsK mesoxalylN oxybutyric udal FmUS^*Culeh umye)locyticG')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['embrail', 'ferryboat', 'picky', 'wheerikins', 'uncrushed', 'monotelephone', 'foist', 'transempirical', 'gawkily'])
>>> ab('thujene eightpenny afois>tS wh\\eerik<insr Uncru-shed nonlaying ke.mBrail>n Wferryboat ferrybOat')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['imitationist', 'undershut', 'unmannerly', 'sterneber', 'nonappendicular', 'cityish', 'caimito'])
>>> ab('cityishu ycityisHm Zcaimito asterneBer On{{onappendiCularK')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['hookers', 'gardenmaker', 'postnatal', 'private', 'demagogy'])
>>> ab('gardenMakery teleological WhookersG u:demagogyB JHo=okersV')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['baillone', 'uncoacted', 'tarnisher', 'unwrinkled', 'pistareen', 'phacometer', 'aphyllous', 'thoraciform', 'megaron'])
>>> ab('megaronI +phacometeR havenership aphy-llOu/sw Rpistareene Run,cOactedT Gun$wrinkleDo :"pistareenK rpistareen/')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unsloped', 'fucous'])
>>> ab('OunslopEd indissociable clitoridectomy undefectible predisponency multiplex')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['fracted', 'traducianistic', 'tinwork', 'vortically', 'massicot', 'pinite', 'barbarian', 'shank'])
>>> ab('ensigncy vortically =tiNwork yvortically fracted tinwork dustuck')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['angelhood', 'xiphydriid', 'longicorn', 'shadchan', 'mixableness', 'journals'])
>>> ab('Kmi>xablen"ess xiphydriid saltine longicorN longicornY')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['cervicectomy', 'vibraculoid', 'feminility', 'voluminously', 'hydroferrocyanate', 'canthotomy', 'unequableness', 'monomerous'])
>>> ab('dedendum voluminously feminilityJ monomerousr BmoNO%merOU>sM cornerwise')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['kymbalon', 'plastogamy', 'grumpily', 'tease', 'macrocytosis', 'planterdom', 'pantophile'])
>>> ab('jkym!b?alon pAntophile pla*stogamyy pAntophileJ phasmatid oligodendroglia')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['overprovidently', 'obdormition', 'precollect', 'productivity'])
>>> ab('aesthophysiology obdormition trabant obdo!Rmitionm }obdorMitionD cOverproviDeNtlyG doVe|rProVi+DenTlyK')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['baker', 'circumscribable', 'apostrophic', 'nap'])
>>> ab('apostrOphic troopfowl a{postrophic circumscribable foreroyal Z}(bakeR cIrcUmscrib@AbLe D%nApQ')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['tractioneering', 'contestant', 'berrier'])
>>> ab("Ktractioneering croucher z'tractioneering nonverminous capper")
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['afterturn', 'semispeculation'])
>>> ab('semispeculation semispeculationv coarbiter mydatoxine zincograph')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['subjectiveness'])
>>> ab('podagra waikness haulage semiprivacy insubordinate LsubjectiveNeSsH IsubjeCtiven-ess')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['ophiophagous', 'rice', 'piousness', 'vibrissae', 'diplocardiac'])
>>> ab('cap ophiophagous TdiplocarDIacW vibrissae droud hencote ]vibriss=ae')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['civicism', 'belletrist', 'vegetocarbonaceous', 'woodchuck', 'phacitis', 'warehouseful', 'intertwine'])
>>> ab('division rphaciTI]s)P vEgetocarbonaceous intertwineb warehouseful RVegetoCarbonaceouSd')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['longboat', 'cataria', 'pectination', 'immute', 'dicrotic', 'tressured', 'sluggard', 'hypothenal', 'acrologism'])
>>> ab('unstintingly t(ressuredt Nslug)gard@P QslUGgard immuteS')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['discover', 'fixative', 'suprasphanoidal', 'thickbrained'])
>>> ab('disc[overC suprasphanoidal engraft Psup:raSph@anoidaLU unintromitted ksup^rasphanOi]daLN unsaponifiable dIScoverw SupraspHano^ida\\l')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['unharnessed', 'fruitist', 'resolicit'])
>>> ab('U_Fruitis(t Z!unharnessed script VresolicitV mail')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['tom', 'spurgall', 'rampagious'])
>>> ab('tOM spurgallU centrosphere arouse tomX')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['bronze', 'turgidness', 'untailorly', 'untewed'])
>>> ab('TturgidneSsl rectilineal yuNtaIlorlYL bronzeA turgidness Iu(nTAilOrlY untailorly')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['gong', 'spondylium', 'agrammatism', 'yad', 'unintrusted', 'nosy'])
>>> ab('turrigerous dynamitism aminoacetophenone sPondyLiumt GnosyA lspondyliumV')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['tegularly', 'kilnrib', 'sulphonalism'])
>>> ab('tkilnrib/M wSulphO:nA"liSmR sUlph,onalismD tetrazolium ksUlphonalism tegularlyy')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['succeed', 'dumminess', 'tedder', 'bobsleigh', 'tenendum', 'slatternness', 'longsomeness'])
>>> ab('cs?ucceed longsomenessl lapwork Ab*obSleigh dumMiNes<su')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['biventer', 'fugle', 'estimated', 'racinglike', 'clavelization'])
>>> ab("UclavelizationT f@'ugle rfug*le progressionist estimated bi`veNtErj cLa\\vel`izationp esti(matEdG")
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['imbonity', 'axolemma', 'comendite', 'communicableness'])
>>> ab('foredevote parosteal comendi<}tex consent misken costiform scraggled Zimbo=]nity')
False
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['carpeting', 'equitriangular', 'unforgeability', 'antiharmonist', 'diasynthesis'])
>>> ab('cephaloplegic equitriangular antiharmonist unforgeability d`equitr)iangularB')
True
""",
'hidden': False,
'locked': False
},
{
'code': r"""
>>> ab = about(['autoimmunization', 'stepfatherhood'])
>>> ab('retinopapilitis encoop autoimmUnizatiOnn Fau]toImmunizAtionL unchance')
False
""",
'hidden': False,
'locked': False
}
],
'scored': True,
'setup': r"""
>>> from cats import about
""",
'teardown': '',
'type': 'doctest'
}
]
}
|
try:
answer = 10/0
number = int(input("Enter a number: "))
print(number)
except ZeroDivisionError as err:
print(err)
except ValueError:
print("Invalid Input")
# if only one except without any specification, it is too broad
|
class XForwardedForMiddleware(object):
"""
Middleware that sets REMOTE_ADDR to a proxy fwd IP address
"""
def __init__(self, get_response):
self.get_response = get_response
def __call__(self, request):
if 'HTTP_X_FORWARDED_FOR' in request.META:
x_fwd = request.META['HTTP_X_FORWARDED_FOR']
request.META['REMOTE_ADDR'] = x_fwd.split(",")[0].strip()
response = self.get_response(request)
return response
|
# =====================================Assign Trait Rarity==================================
# Each image is made up of a series of traits
# The weightings for each trait drive the rarity and add up to 100%
face = ["White", "Black"]
face_weights = [60, 40]
ears = ["No Earring", "Left Earring", "Right Earring", "Two Earrings"]
ears_weights = [25, 30, 44, 1]
eyes = ["Regular", "Small", "Rayban", "Hipster", "Focused"]
eyes_weights = [70, 10, 5 , 1 , 14]
hair = ['Up Hair', 'Down Hair', 'Mohawk', 'Red Mohawk', 'Orange Hair', 'Bubble Hair', 'Emo Hair',
'Thin Hair',
'Bald',
'Blonde Hair',
'Caret Hair',
'Pony Tails']
hair_weights = [10 , 10 , 10 , 10 ,10, 10, 10 ,10 ,10, 7 , 1 , 2]
mouth = ['Black Lipstick', 'Red Lipstick', 'Big Smile', 'Smile', 'Teeth Smile', 'Purple Lipstick']
mouth_weights = [10, 10,50, 10,15, 5]
nose = ['Nose', 'Nose Ring']
nose_weights = [90, 10] |
# Python - 2.7.6
def new_avg(arr, newavg):
n = __import__('math').ceil((len(arr) + 1) * newavg - sum(arr))
if n <= 0:
raise ValueError()
return n
|
class Enumerable:
@classmethod
def keys(cls):
return [x for x in cls.__dict__.keys() if not x.startswith('_')]
|
## Implementation of firstDuplicate in Python3
## Example Input : a = [2, 1, 3, 5, 3, 2]
## Example Output: 3
def firstDuplicate(a):
new_list=set()
for i in a:
if i not in new_list:
new_list.add(i)
else:
return i
return -1
if __name__=="__main__":
a = [2, 1, 3, 5, 3, 2]
print(firstDuplicate(a)) |
class SimulationUiSerializer():
def serialize(self, simulation):
# Get car metadata used for rendering
objects_metadata = {}
for car in simulation.cars.values():
objects_metadata[car.name] = {
"dim_x": car.dim[0],
"dim_y": car.dim[1],
"shape": "rectangle",
}
# serialize the setpoint
objects_metadata["setpoint"] = {
"pos_x": simulation.setpoint[0],
"pos_y": simulation.setpoint[1],
"shape": "circle",
"radius": 0.05,
"motion": "fixed" # Used to indicate that this is not meant to be something redrawn
}
# serialize time series data
timeseries = []
for state in simulation.data:
state_serialization = {}
for car in state.cars.values():
state_serialization[car.name] = self.serialize_car(car)
timeseries.append(state_serialization)
return {
"objects": objects_metadata,
"timeseries": timeseries
}
def serialize_car(self, car):
return {
"pos_x": car.x,
"pos_y": car.y
} |
# -*- coding: utf8 -*-
__version_info__ = (0, 7, 4)
__version__ = '%d.%d.%d' % __version_info__
|
'''
Byte 0 * * * * * * * 1 * * * * * * * 2 * * * * * * * 3 * * * * * * * -
| | | | |
bit 0 | 1 | 2 | 3 |
0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 |
+-+-+-+-+-------+-+-------------+-------------------------------+
|F|R|R|R| opcode|M| Payload len | Extended payload length |
|I|S|S|S| (4) |A| (7) | (16/64) |
|N|V|V|V| |S| | (if payload len==126/127) |
| |1|2|3| |K| | |
+-+-+-+-+-------+-+-------------+ - - - - - - - - - - - - - - - +
| Extended payload length continued, if payload len == 127 |
+ - - - - - - - - - - - - - - - +-------------------------------+
| |Masking-key, if MASK set to 1 |
+-------------------------------+-------------------------------+
| Masking-key (continued) | Payload Data |
+-------------------------------- - - - - - - - - - - - - - - - +
: Payload Data continued ... :
+ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - +
| Payload Data continued ... |
+---------------------------------------------------------------+
A single-frame unmasked text message
0x81 0x05 0x48 0x65 0x6c 0x6c 0x6f
[
(1, 0, 0, 0, 0, 0, 0, 1), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 1(text frame)
(0, 0, 0, 0, 0, 1, 0, 1), # MASK = 0, Payload_Len = 5(Server to Client, Payload len = 5bytes)
(0, 1, 0, 0, 1, 0, 0, 0), # ASCII, H
(0, 1, 1, 0, 0, 1, 0, 1), # ASCII, e
(0, 1, 1, 0, 1, 1, 0, 0), # ASCII, l
(0, 1, 1, 0, 1, 1, 0, 0), # ASCII, l
(0, 1, 1, 0, 1, 1, 1, 1) # ASCII, o
]
A single-frame masked text message
0x81 0x85 0x37 0xfa 0x21 0x3d 0x7f 0x9f 0x4d 0x51 0x58
[
(1, 0, 0, 0, 0, 0, 0, 1), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 1(text frame)
(1, 0, 0, 0, 0, 1, 0, 1), # MASK = 1, Payload_Len = 5
(0, 0, 1, 1, 0, 1, 1, 1), # = 0x37
(1, 1, 1, 1, 1, 0, 1, 0), # = 0xfa
(0, 0, 1, 0, 0, 0, 0, 1), # = 0x21
(0, 0, 1, 1, 1, 1, 0, 1), # = 0x3d MASK_KEY = 0x37fa213d
(0, 1, 1, 1, 1, 1, 1, 1), # = 0x7f 0x7f ^ 0x37 = 72, ASCII H
(1, 0, 0, 1, 1, 1, 1, 1), # = 0x9f 0x9f ^ 0xfa = 101, ASCII e
(0, 1, 0, 0, 1, 1, 0, 1), # = 0x4d 0x4d ^ 0x21 = 108, ASCII l
(0, 1, 0, 1, 0, 0, 0, 1), # = 0x51 0x51 ^ 0x3d = 108, ASCII l
(0, 1, 0, 1, 1, 0, 0, 0) # = 0x85 0x58 ^ 0x37 = 111, ASCII o
]
A fragmented unmasked text message
fragmented_1: 0x01 0x03 0x48 0x65 0x6c
[
(0, 0, 0, 0, 0, 0, 0, 1), # FIN = 0, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 1(text frame)
(0, 0, 0, 0, 0, 0, 1, 1), # MASK = 0, Payload_Len = 3
(0, 1, 0, 0, 1, 0, 0, 0), # ASCII H
(0, 1, 1, 0, 0, 1, 0, 1), # ASCII e
(0, 1, 1, 0, 1, 1, 0, 0) # ASCII l
]
fragmented_2: 0x80 0x02 0x6c 0x6f
[
(1, 0, 0, 0, 0, 0, 0, 0), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 1(continuation frame)
(0, 0, 0, 0, 0, 0, 1, 0), # MASK = 0, Payload = 2
(0, 1, 1, 0, 1, 1, 0, 0), # ASCII l
(0, 1, 1, 0, 1, 1, 1, 1) # ASCII o
]
Unmasked Ping request and masked Ping response
0x89 0x05 0x48 0x65 0x6c 0x6c 0x6f
[
(1, 0, 0, 0, 1, 0, 0, 1), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 0x9(ping frame)
(0, 0, 0, 0, 0, 1, 0, 1), # MASK = 0, Payload_Len = 5
(0, 1, 0, 0, 1, 0, 0, 0), # ASCII, H
(0, 1, 1, 0, 0, 1, 0, 1), # ASCII, e
(0, 1, 1, 0, 1, 1, 0, 0), # ASCII, l
(0, 1, 1, 0, 1, 1, 0, 0), # ASCII, l
(0, 1, 1, 0, 1, 1, 1, 1) # ASCII, o
]
256 bytes binary message in a single unmasked frame
0x82 0x7E 0x0100 [256 bytes of binary data]
[
(1, 0, 0, 0, 0, 0, 1, 0), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 0x2(binary frame)
(0, 1, 1, 1, 1, 1, 1, 0), # MASK = 0, Payload = 126
(0, 0, 0, 0, 0, 0, 0, 1),
(0, 0, 0, 0, 0, 0, 0, 0) # (if payload len == 126)Extended payload length(16-bit) = 256
... # 256 bytes of binary data
]
64KiB binary message in a single unmasked frame
0x82 0x7F 0x0000000000010000 [65536 bytes of binary data]
[
(1, 0, 0, 0, 0, 0, 1, 0), # FIN = 1, RSV1 = 0, RSV2 = 0, RSV3 = 0, opcode = 0x2(binary frame)
(0, 1, 1, 1, 1, 1, 1, 1), # MASK = 0, Payload_Len = 127
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 1),
(0, 0, 0, 0, 0, 0, 0, 0),
(0, 0, 0, 0, 0, 0, 0, 0) # (if payload len == 127)Extended payload length(64-bit) = 65536
... # 65536 bytes of binary data
]
'''
|
"""
index: 014
problem: 백만 이하로 시작하는 우박수 중 가장 긴 과정을 거치는 것은?
"""
def main(N=1000000):
visited = dict()
max_cnt = 0
max_n = 0
for n in range(N, 0, -1):
temp = n
cnt = 0
while n != 1:
n = n // 2 if n % 2 == 0 else 3 * n + 1
if n not in visited:
visited[n] = cnt
cnt += 1
continue
if cnt > visited[n]:
visited[n] = cnt
cnt += 1
else:
break
if n == 1 and cnt > max_cnt:
max_cnt = cnt
max_n = temp
return max_n
print("\n", main())
|
# Tabuada com laços.
num = float(input('Digite um número: '))
for tabuada in range(1, 11):
print('{:.2f} x {:.2f} = {:.2f}' .format(num, tabuada, num * tabuada)) |
class PostgresRouter:
# List what contain apps what can use default database.
route_app_labels = {'auth', 'contenttypes', 'sessions', 'admin', 'user', 'vacancies', 'social_django'}
def db_for_read(self, model, **hints):
"""
Attempts to read models in route_app_labels apps go to default db.
"""
if model._meta.app_label in self.route_app_labels:
return 'default'
return None
def db_for_write(self, model, **hints):
"""
Attempts to write models in route_app_labels apps go to default db.
"""
if model._meta.app_label in self.route_app_labels:
return 'default'
return None
def allow_relation(self, obj1, obj2, **hints):
"""
Allow relations if a model in route_app_labels apps is
involved.
"""
if (
obj1._meta.app_label in self.route_app_labels or
obj2._meta.app_label in self.route_app_labels
):
return True
return None
def allow_migrate(self, db, app_label, model_name=None, **hints):
"""
Make sure the apps in route_app_labels only appear in the
default db.
"""
if app_label in self.route_app_labels:
return db == 'default'
return None
class MongoRouter:
# List what contain apps what can use mongo database.
route_app_labels = {
'task',
'competition',
'news'
}
def db_for_read(self, model, **hints):
"""
Attempts to read models in route_app_labels apps go to mongo db.
"""
if model._meta.app_label in self.route_app_labels:
return 'mongo'
return None
def db_for_write(self, model, **hints):
"""
Attempts to write models in route_app_labels apps go to mongo db.
"""
if model._meta.app_label in self.route_app_labels:
return 'mongo'
return None
def allow_relation(self, obj1, obj2, **hints):
"""
Allow relations if a model in route_app_labels apps is
involved.
"""
if (
obj1._meta.app_label in self.route_app_labels or
obj2._meta.app_label in self.route_app_labels
):
return True
return None
def allow_migrate(self, db, app_label, model_name=None, **hints):
"""
Make sure the apps in route_app_labels only appear in the
mongo db.
"""
if app_label in self.route_app_labels:
return db == 'mongo'
return None
|
# -*- coding: utf-8 -*-
"""Mixins to be implemented by user."""
class AuxiliaryMixin(object):
"""User defined mixin class for Auxiliary."""
def __init__(self, base_Class=None, **kwargs):
super(AuxiliaryMixin, self).__init__()
class CallMixin(object):
"""User defined mixin class for Call."""
def __init__(self, base_Usage=None, **kwargs):
super(CallMixin, self).__init__()
def client_and_supplier_are_operations(self, diagnostics=None, context=None):
"""self.base_Usage.client->forAll(oclIsKindOf(Operation)) and
self.base_Usage.supplier->forAll(oclIsKindOf(Operation))"""
raise NotImplementedError(
"operation client_and_supplier_are_operations(...) not yet implemented"
)
class CreateMixin(object):
"""User defined mixin class for Create."""
def __init__(self, base_BehavioralFeature=None, base_Usage=None, **kwargs):
super(CreateMixin, self).__init__()
def client_and_supplier_are_classifiers(self, diagnostics=None, context=None):
"""self.base_Usage->notEmpty() implies
(self.base_Usage.client->forAll(oclIsKindOf(Classifier)) and
self.base_Usage.supplier->forAll(oclIsKindOf(Classifier)))"""
raise NotImplementedError(
"operation client_and_supplier_are_classifiers(...) not yet implemented"
)
class DeriveMixin(object):
"""User defined mixin class for Derive."""
def __init__(self, computation=None, base_Abstraction=None, **kwargs):
super(DeriveMixin, self).__init__()
class DestroyMixin(object):
"""User defined mixin class for Destroy."""
def __init__(self, base_BehavioralFeature=None, **kwargs):
super(DestroyMixin, self).__init__()
class FileMixin(object):
"""User defined mixin class for File."""
def __init__(self, base_Artifact=None, **kwargs):
super(FileMixin, self).__init__()
class EntityMixin(object):
"""User defined mixin class for Entity."""
def __init__(self, base_Component=None, **kwargs):
super(EntityMixin, self).__init__()
class FocusMixin(object):
"""User defined mixin class for Focus."""
def __init__(self, base_Class=None, **kwargs):
super(FocusMixin, self).__init__()
class FrameworkMixin(object):
"""User defined mixin class for Framework."""
def __init__(self, base_Package=None, **kwargs):
super(FrameworkMixin, self).__init__()
class ImplementMixin(object):
"""User defined mixin class for Implement."""
def __init__(self, base_Component=None, **kwargs):
super(ImplementMixin, self).__init__()
def implements_specification(self, diagnostics=None, context=None):
"""self.base_Component.clientDependency.supplier->select(
oclIsKindOf(Classifier)).oclAsType(Classifier).extension_Specificaiton->
notEmpty()"""
raise NotImplementedError(
"operation implements_specification(...) not yet implemented"
)
class ImplementationClassMixin(object):
"""User defined mixin class for ImplementationClass."""
def __init__(self, base_Class=None, **kwargs):
super(ImplementationClassMixin, self).__init__()
def cannot_be_realization(self, diagnostics=None, context=None):
"""self.base_Class.extension_Realization->isEmpty()"""
raise NotImplementedError(
"operation cannot_be_realization(...) not yet implemented"
)
class InstantiateMixin(object):
"""User defined mixin class for Instantiate."""
def __init__(self, base_Usage=None, **kwargs):
super(InstantiateMixin, self).__init__()
def client_and_supplier_are_classifiers(self, diagnostics=None, context=None):
"""self.base_Usage.client->forAll(oclIsKindOf(Classifier)) and
self.base_Usage.supplier->forAll(oclIsKindOf(Classifier))"""
raise NotImplementedError(
"operation client_and_supplier_are_classifiers(...) not yet implemented"
)
class MetaclassMixin(object):
"""User defined mixin class for Metaclass."""
def __init__(self, base_Class=None, **kwargs):
super(MetaclassMixin, self).__init__()
class ModelLibraryMixin(object):
"""User defined mixin class for ModelLibrary."""
def __init__(self, base_Package=None, **kwargs):
super(ModelLibraryMixin, self).__init__()
class ProcessMixin(object):
"""User defined mixin class for Process."""
def __init__(self, base_Component=None, **kwargs):
super(ProcessMixin, self).__init__()
class RealizationMixin(object):
"""User defined mixin class for Realization."""
def __init__(self, base_Classifier=None, **kwargs):
super(RealizationMixin, self).__init__()
def cannot_be_implementation_class(self, diagnostics=None, context=None):
"""self.base_Classifier.extension_ImplementationClass->isEmpty()"""
raise NotImplementedError(
"operation cannot_be_implementation_class(...) not yet implemented"
)
class RefineMixin(object):
"""User defined mixin class for Refine."""
def __init__(self, base_Abstraction=None, **kwargs):
super(RefineMixin, self).__init__()
class ResponsibilityMixin(object):
"""User defined mixin class for Responsibility."""
def __init__(self, base_Usage=None, **kwargs):
super(ResponsibilityMixin, self).__init__()
class SendMixin(object):
"""User defined mixin class for Send."""
def __init__(self, base_Usage=None, **kwargs):
super(SendMixin, self).__init__()
def client_operation_sends_supplier_signal(self, diagnostics=None, context=None):
"""self.base_Usage.client->forAll(oclIsKindOf(Operation)) and
self.base_Usage.supplier->forAll(oclIsKindOf(Signal))"""
raise NotImplementedError(
"operation client_operation_sends_supplier_signal(...) not yet implemented"
)
class ServiceMixin(object):
"""User defined mixin class for Service."""
def __init__(self, base_Component=None, **kwargs):
super(ServiceMixin, self).__init__()
class SpecificationMixin(object):
"""User defined mixin class for Specification."""
def __init__(self, base_Classifier=None, **kwargs):
super(SpecificationMixin, self).__init__()
def cannot_be_type(self, diagnostics=None, context=None):
"""self.base_Classifier.extension_Type->isEmpty()"""
raise NotImplementedError("operation cannot_be_type(...) not yet implemented")
class SubsystemMixin(object):
"""User defined mixin class for Subsystem."""
def __init__(self, base_Component=None, **kwargs):
super(SubsystemMixin, self).__init__()
class TraceMixin(object):
"""User defined mixin class for Trace."""
def __init__(self, base_Abstraction=None, **kwargs):
super(TraceMixin, self).__init__()
class TypeMixin(object):
"""User defined mixin class for Type."""
def __init__(self, base_Class=None, **kwargs):
super(TypeMixin, self).__init__()
def cannot_be_specification(self, diagnostics=None, context=None):
"""self.base_Class.extension_Specification->isEmpty()"""
raise NotImplementedError(
"operation cannot_be_specification(...) not yet implemented"
)
class UtilityMixin(object):
"""User defined mixin class for Utility."""
def __init__(self, base_Class=None, **kwargs):
super(UtilityMixin, self).__init__()
def is_utility(self, diagnostics=None, context=None):
"""self.base_Class.feature->forAll(isStatic)"""
raise NotImplementedError("operation is_utility(...) not yet implemented")
class BuildComponentMixin(object):
"""User defined mixin class for BuildComponent."""
def __init__(self, base_Component=None, **kwargs):
super(BuildComponentMixin, self).__init__()
class MetamodelMixin(object):
"""User defined mixin class for Metamodel."""
def __init__(self, base_Model=None, **kwargs):
super(MetamodelMixin, self).__init__()
class SystemModelMixin(object):
"""User defined mixin class for SystemModel."""
def __init__(self, base_Model=None, **kwargs):
super(SystemModelMixin, self).__init__()
class DocumentMixin(object):
"""User defined mixin class for Document."""
def __init__(self, **kwargs):
super(DocumentMixin, self).__init__(**kwargs)
class ExecutableMixin(object):
"""User defined mixin class for Executable."""
def __init__(self, **kwargs):
super(ExecutableMixin, self).__init__(**kwargs)
class LibraryMixin(object):
"""User defined mixin class for Library."""
def __init__(self, **kwargs):
super(LibraryMixin, self).__init__(**kwargs)
class ScriptMixin(object):
"""User defined mixin class for Script."""
def __init__(self, **kwargs):
super(ScriptMixin, self).__init__(**kwargs)
class SourceMixin(object):
"""User defined mixin class for Source."""
def __init__(self, **kwargs):
super(SourceMixin, self).__init__(**kwargs)
|
a = float(input('Digite a primera nota: '))
b = float(input('Digite a segunda nota: '))
c = float(input('Digite a terceira nota:'))
d=(a+b+c)/3
if d<5:
print('O aluno atingiu a nota {:.2f} e por isso esta reprovado.'.format(d))
elif d<6.99:
print('O aluno atingiu a nota {:.2f} e por isso esta de recuperação.'.format(d))
else:
print('O aluno atingiu a nota {:.2f} e por isso esta aprovado.'.format(d))
print('FIM') |
# Automatically generated
# pylint: disable=all
get = [{'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 3840, 'TotalSizeInGB': 4, 'Disks': [{'SizeInGB': 4, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 'm3.medium', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 3840}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 4, 'Disks': [{'SizeInGB': 4, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 1024, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.micro', 'CurrentGeneration': True, 'FreeTierEligible': True, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 1024}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.4, 'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 512, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.nano', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.4}, 'VCpuInfo': {'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 512}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 2048, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.small', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 1, 'DefaultCores': 1, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 2048}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.8, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 3840, 'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 16, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c3.large', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.8}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 3840}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 16, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 3840, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c4.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 3840}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 4096, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 4096}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 4096, 'TotalSizeInGB': 50, 'Disks': [{'SizeInGB': 50, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 4096}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 50, 'Disks': [{'SizeInGB': 50, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 15616, 'TotalSizeInGB': 475, 'Disks': [{'SizeInGB': 475, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 425, 'BaselineThroughputInMBps': 53.125, 'BaselineIops': 3000, 'MaximumBandwidthInMbps': 425, 'MaximumThroughputInMBps': 53.125, 'MaximumIops': 3000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'i3.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 15616}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 475, 'Disks': [{'SizeInGB': 475, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 425, 'BaselineThroughputInMBps': 53.125, 'BaselineIops': 3000, 'MaximumBandwidthInMbps': 425, 'MaximumThroughputInMBps': 53.125, 'MaximumIops': 3000}, 'NvmeSupport': 'supported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1], 'SizeInMiB': 7680, 'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 32, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 'm3.large', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1]}, 'MemoryInfo': {'SizeInMiB': 7680}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 32, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 450, 'BaselineThroughputInMBps': 56.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 450, 'MaximumThroughputInMBps': 56.25, 'MaximumIops': 3600}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm4.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 450, 'BaselineThroughputInMBps': 56.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 450, 'MaximumThroughputInMBps': 56.25, 'MaximumIops': 3600}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5a.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5ad.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5d.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 15360, 'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 32, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r3.large', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 15360}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 32, 'Disks': [{'SizeInGB': 32, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 15616, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 425, 'BaselineThroughputInMBps': 53.125, 'BaselineIops': 3000, 'MaximumBandwidthInMbps': 425, 'MaximumThroughputInMBps': 53.125, 'MaximumIops': 3000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r4.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 15616}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 425, 'BaselineThroughputInMBps': 53.125, 'BaselineIops': 3000, 'MaximumBandwidthInMbps': 425, 'MaximumThroughputInMBps': 53.125, 'MaximumIops': 3000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5a.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5ad.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5d.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 75, 'Disks': [{'SizeInGB': 75, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 650, 'BaselineThroughputInMBps': 81.25, 'BaselineIops': 3600, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 10, 'Ipv6AddressesPerInterface': 10, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 4096, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.medium', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['i386', 'x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 2, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 4096}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Low to Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 4096, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 347, 'BaselineThroughputInMBps': 43.375, 'BaselineIops': 2000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.medium', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 4096}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 347, 'BaselineThroughputInMBps': 43.375, 'BaselineIops': 2000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 1024, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 87, 'BaselineThroughputInMBps': 10.875, 'BaselineIops': 500, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.micro', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 1024}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 87, 'BaselineThroughputInMBps': 10.875, 'BaselineIops': 500, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 512, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 43, 'BaselineThroughputInMBps': 5.375, 'BaselineIops': 250, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.nano', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 512}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 43, 'BaselineThroughputInMBps': 5.375, 'BaselineIops': 250, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 2048, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 174, 'BaselineThroughputInMBps': 21.75, 'BaselineIops': 1000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.small', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 2048}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 174, 'BaselineThroughputInMBps': 21.75, 'BaselineIops': 1000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.large', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 12, 'Ipv6AddressesPerInterface': 12, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 4096, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 350, 'BaselineThroughputInMBps': 43.75, 'BaselineIops': 2000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.medium', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 4096}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 350, 'BaselineThroughputInMBps': 43.75, 'BaselineIops': 2000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 6, 'Ipv6AddressesPerInterface': 6, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 1024, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 90, 'BaselineThroughputInMBps': 11.25, 'BaselineIops': 500, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.micro', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 1024}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 90, 'BaselineThroughputInMBps': 11.25, 'BaselineIops': 500, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 512, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 45, 'BaselineThroughputInMBps': 5.625, 'BaselineIops': 250, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.nano', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 512}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 45, 'BaselineThroughputInMBps': 5.625, 'BaselineIops': 250, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 2, 'Ipv6AddressesPerInterface': 2, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 2048, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 175, 'BaselineThroughputInMBps': 21.875, 'BaselineIops': 1000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.small', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 2, 'DefaultCores': 1, 'DefaultThreadsPerCore': 2, 'ValidCores': [1], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 2048}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 175, 'BaselineThroughputInMBps': 21.875, 'BaselineIops': 1000, 'MaximumBandwidthInMbps': 2085, 'MaximumThroughputInMBps': 260.625, 'MaximumIops': 11800}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 2}], 'Ipv4AddressesPerInterface': 4, 'Ipv6AddressesPerInterface': 4, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 7680, 'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 40, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c3.xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 7680}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 40, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 7680, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 750, 'BaselineThroughputInMBps': 93.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 750, 'MaximumThroughputInMBps': 93.75, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c4.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 7680}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 750, 'BaselineThroughputInMBps': 93.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 750, 'MaximumThroughputInMBps': 93.75, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 8192, 'TotalSizeInGB': 100, 'Disks': [{'SizeInGB': 100, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 8192}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 100, 'Disks': [{'SizeInGB': 100, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 31232, 'TotalSizeInGB': 950, 'Disks': [{'SizeInGB': 950, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 850, 'BaselineThroughputInMBps': 106.25, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 850, 'MaximumThroughputInMBps': 106.25, 'MaximumIops': 6000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'i3.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 31232}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 950, 'Disks': [{'SizeInGB': 950, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 850, 'BaselineThroughputInMBps': 106.25, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 850, 'MaximumThroughputInMBps': 106.25, 'MaximumIops': 6000}, 'NvmeSupport': 'supported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 4, 'DefaultCores': 4, 'DefaultThreadsPerCore': 1, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1], 'SizeInMiB': 15360, 'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 40, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 'm3.xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 4, 'DefaultThreadsPerCore': 1, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1]}, 'MemoryInfo': {'SizeInMiB': 15360}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 40, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 750, 'BaselineThroughputInMBps': 93.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 750, 'MaximumThroughputInMBps': 93.75, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm4.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 750, 'BaselineThroughputInMBps': 93.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 750, 'MaximumThroughputInMBps': 93.75, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5a.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5ad.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5d.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 31232, 'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 80, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r3.xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 31232}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 80, 'Disks': [{'SizeInGB': 80, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 500, 'BaselineThroughputInMBps': 62.5, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 500, 'MaximumThroughputInMBps': 62.5, 'MaximumIops': 4000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 31232, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 850, 'BaselineThroughputInMBps': 106.25, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 850, 'MaximumThroughputInMBps': 106.25, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r4.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 31232}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 850, 'BaselineThroughputInMBps': 106.25, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 850, 'MaximumThroughputInMBps': 106.25, 'MaximumIops': 6000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5a.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5ad.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1085, 'BaselineThroughputInMBps': 135.625, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5d.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 150, 'Disks': [{'SizeInGB': 150, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1150, 'BaselineThroughputInMBps': 143.75, 'BaselineIops': 6000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 4, 'DefaultCores': 4, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 4, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 4, 'DefaultCores': 2, 'DefaultThreadsPerCore': 2, 'ValidCores': [2], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 15360, 'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 80, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c3.2xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 15360}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 80, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 15360, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c4.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 15360}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 10000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 10000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 16384, 'TotalSizeInGB': 200, 'Disks': [{'SizeInGB': 200, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 10000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 16384}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 200, 'Disks': [{'SizeInGB': 200, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 10000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 62464, 'TotalSizeInGB': 1900, 'Disks': [{'SizeInGB': 1900, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1700, 'BaselineThroughputInMBps': 212.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 1700, 'MaximumThroughputInMBps': 212.5, 'MaximumIops': 12000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'i3.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 62464}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 1900, 'Disks': [{'SizeInGB': 1900, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1700, 'BaselineThroughputInMBps': 212.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 1700, 'MaximumThroughputInMBps': 212.5, 'MaximumIops': 12000}, 'NvmeSupport': 'supported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 30720, 'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 80, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 'm3.2xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 30720}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 80, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 0, 'Ipv6Supported': False, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm4.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5a.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5ad.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5d.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 62464, 'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 160, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r3.2xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 62464}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 160, 'Disks': [{'SizeInGB': 160, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1000, 'BaselineThroughputInMBps': 125.0, 'BaselineIops': 8000, 'MaximumBandwidthInMbps': 1000, 'MaximumThroughputInMBps': 125.0, 'MaximumIops': 8000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 62464, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1700, 'BaselineThroughputInMBps': 212.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 1700, 'MaximumThroughputInMBps': 212.5, 'MaximumIops': 12000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r4.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 62464}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1700, 'BaselineThroughputInMBps': 212.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 1700, 'MaximumThroughputInMBps': 212.5, 'MaximumIops': 12000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5a.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5ad.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 1580, 'BaselineThroughputInMBps': 197.5, 'BaselineIops': 8333, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5d.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 300, 'Disks': [{'SizeInGB': 300, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2300, 'BaselineThroughputInMBps': 287.5, 'BaselineIops': 12000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 8, 'DefaultCores': 8, 'DefaultThreadsPerCore': 1, 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't2.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 8, 'DefaultThreadsPerCore': 1}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Moderate', 'MaximumNetworkInterfaces': 3}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['partition', 'spread'], 'InstanceType': 't3a.2xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 8, 'DefaultCores': 4, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 695, 'BaselineThroughputInMBps': 86.875, 'BaselineIops': 4000, 'MaximumBandwidthInMbps': 2780, 'MaximumThroughputInMBps': 347.5, 'MaximumIops': 15700}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 5 Gigabit', 'MaximumNetworkInterfaces': 4}], 'Ipv4AddressesPerInterface': 15, 'Ipv6AddressesPerInterface': 15, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': True, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 30720, 'TotalSizeInGB': 320, 'Disks': [{'SizeInGB': 160, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c3.4xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 30720}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 320, 'Disks': [{'SizeInGB': 160, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 30720, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c4.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 30720}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 32768, 'TotalSizeInGB': 400, 'Disks': [{'SizeInGB': 400, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 32768}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 400, 'Disks': [{'SizeInGB': 400, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 124928, 'TotalSizeInGB': 3800, 'Disks': [{'SizeInGB': 1900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 3500, 'BaselineThroughputInMBps': 437.5, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 3500, 'MaximumThroughputInMBps': 437.5, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'i3.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 124928}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 3800, 'Disks': [{'SizeInGB': 1900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 3500, 'BaselineThroughputInMBps': 437.5, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 3500, 'MaximumThroughputInMBps': 437.5, 'MaximumIops': 16000}, 'NvmeSupport': 'supported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm4.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.4}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5a.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5ad.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 65536, 'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5d.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 65536}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 124928, 'TotalSizeInGB': 320, 'Disks': [{'SizeInGB': 320, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r3.4xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 124928}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 320, 'Disks': [{'SizeInGB': 320, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'supported', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2000, 'BaselineThroughputInMBps': 250.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2000, 'MaximumThroughputInMBps': 250.0, 'MaximumIops': 16000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'High', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 124928, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 3500, 'BaselineThroughputInMBps': 437.5, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 3500, 'MaximumThroughputInMBps': 437.5, 'MaximumIops': 18750}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r4.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.3}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [1, 2, 3, 4, 5, 6, 7, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 124928}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 3500, 'BaselineThroughputInMBps': 437.5, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 3500, 'MaximumThroughputInMBps': 437.5, 'MaximumIops': 18750}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'supported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5a.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5ad.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.2}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 2880, 'BaselineThroughputInMBps': 360.0, 'BaselineIops': 16000, 'MaximumBandwidthInMbps': 2880, 'MaximumThroughputInMBps': 360.0, 'MaximumIops': 16000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'r5d.4xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 16, 'DefaultCores': 8, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 600, 'Disks': [{'SizeInGB': 300, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 18750, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 18750}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8, 'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 61440, 'TotalSizeInGB': 640, 'Disks': [{'SizeInGB': 320, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'unsupported', 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c3.8xlarge', 'CurrentGeneration': False, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs', 'instance-store'], 'SupportedVirtualizationTypes': ['hvm', 'paravirtual'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.8}, 'VCpuInfo': {'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 61440}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 640, 'Disks': [{'SizeInGB': 320, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'unsupported', 'EncryptionSupport': 'unsupported'}, 'EbsInfo': {'EbsOptimizedSupport': 'unsupported', 'EncryptionSupport': 'supported', 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 6800, 'BaselineThroughputInMBps': 850.0, 'BaselineIops': 30000, 'MaximumBandwidthInMbps': 6800, 'MaximumThroughputInMBps': 850.0, 'MaximumIops': 30000}, 'NvmeSupport': 'required', 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5.8xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 6800, 'BaselineThroughputInMBps': 850.0, 'BaselineIops': 30000, 'MaximumBandwidthInMbps': 6800, 'MaximumThroughputInMBps': 850.0, 'MaximumIops': 30000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required', 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5a.8xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5, 'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'TotalSizeInGB': 1200, 'Disks': [{'SizeInGB': 600, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5ad.8xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.5}, 'VCpuInfo': {'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 1200, 'Disks': [{'SizeInGB': 600, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4750, 'BaselineThroughputInMBps': 593.75, 'BaselineIops': 20000, 'MaximumBandwidthInMbps': 4750, 'MaximumThroughputInMBps': 593.75, 'MaximumIops': 20000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': 'Up to 10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1, 'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 131072, 'TotalSizeInGB': 1200, 'Disks': [{'SizeInGB': 600, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 6800, 'BaselineThroughputInMBps': 850.0, 'BaselineIops': 30000, 'MaximumBandwidthInMbps': 6800, 'MaximumThroughputInMBps': 850.0, 'MaximumIops': 30000}, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'm5d.8xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.1}, 'VCpuInfo': {'DefaultVCpus': 32, 'DefaultCores': 16, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 131072}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 1200, 'Disks': [{'SizeInGB': 600, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 6800, 'BaselineThroughputInMBps': 850.0, 'BaselineIops': 30000, 'MaximumBandwidthInMbps': 6800, 'MaximumThroughputInMBps': 850.0, 'MaximumIops': 30000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9, 'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 61440, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4000, 'BaselineThroughputInMBps': 500.0, 'BaselineIops': 32000, 'MaximumBandwidthInMbps': 4000, 'MaximumThroughputInMBps': 500.0, 'MaximumIops': 32000}, 'NvmeSupport': 'unsupported', 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c4.8xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'xen', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 2.9}, 'VCpuInfo': {'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 61440}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 4000, 'BaselineThroughputInMBps': 500.0, 'BaselineIops': 32000, 'MaximumBandwidthInMbps': 4000, 'MaximumThroughputInMBps': 500.0, 'MaximumIops': 32000}, 'NvmeSupport': 'unsupported'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'unsupported', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 73728, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required', 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.9xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 73728}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 73728, 'TotalSizeInGB': 900, 'Disks': [{'SizeInGB': 900, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.9xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 36, 'DefaultCores': 18, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 73728}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 900, 'Disks': [{'SizeInGB': 900, 'Count': 1, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '10 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.6, 'DefaultVCpus': 48, 'DefaultCores': 24, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 98304, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required', 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.12xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.6}, 'VCpuInfo': {'DefaultVCpus': 48, 'DefaultCores': 24, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 98304}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.6, 'DefaultVCpus': 48, 'DefaultCores': 24, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 98304, 'TotalSizeInGB': 1800, 'Disks': [{'SizeInGB': 900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.12xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.6}, 'VCpuInfo': {'DefaultVCpus': 48, 'DefaultCores': 24, 'DefaultThreadsPerCore': 2, 'ValidCores': [2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 98304}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 1800, 'Disks': [{'SizeInGB': 900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 9500, 'BaselineThroughputInMBps': 1187.5, 'BaselineIops': 40000, 'MaximumBandwidthInMbps': 9500, 'MaximumThroughputInMBps': 1187.5, 'MaximumIops': 40000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '12 Gigabit', 'MaximumNetworkInterfaces': 8}], 'Ipv4AddressesPerInterface': 30, 'Ipv6AddressesPerInterface': 30, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': False, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 72, 'DefaultCores': 36, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 147456, 'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 19000, 'BaselineThroughputInMBps': 2375.0, 'BaselineIops': 80000, 'MaximumBandwidthInMbps': 19000, 'MaximumThroughputInMBps': 2375.0, 'MaximumIops': 80000}, 'NvmeSupport': 'required', 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15}], 'Ipv4AddressesPerInterface': 50, 'Ipv6AddressesPerInterface': 50, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5.18xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 72, 'DefaultCores': 36, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 147456}, 'InstanceStorageSupported': False, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 19000, 'BaselineThroughputInMBps': 2375.0, 'BaselineIops': 80000, 'MaximumBandwidthInMbps': 19000, 'MaximumThroughputInMBps': 2375.0, 'MaximumIops': 80000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15}], 'Ipv4AddressesPerInterface': 50, 'Ipv6AddressesPerInterface': 50, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': True, 'SupportedBootModes': ['legacy-bios', 'uefi']}, {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4, 'DefaultVCpus': 72, 'DefaultCores': 36, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36], 'ValidThreadsPerCore': [1, 2], 'SizeInMiB': 147456, 'TotalSizeInGB': 1800, 'Disks': [{'SizeInGB': 900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'supported', 'EbsOptimizedSupport': 'default', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 19000, 'BaselineThroughputInMBps': 2375.0, 'BaselineIops': 80000, 'MaximumBandwidthInMbps': 19000, 'MaximumThroughputInMBps': 2375.0, 'MaximumIops': 80000}, 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15}], 'Ipv4AddressesPerInterface': 50, 'Ipv6AddressesPerInterface': 50, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False, 'SupportedStrategies': ['cluster', 'partition', 'spread'], 'InstanceType': 'c5d.18xlarge', 'CurrentGeneration': True, 'FreeTierEligible': False, 'SupportedUsageClasses': ['on-demand', 'spot'], 'SupportedRootDeviceTypes': ['ebs'], 'SupportedVirtualizationTypes': ['hvm'], 'BareMetal': False, 'Hypervisor': 'nitro', 'ProcessorInfo': {'SupportedArchitectures': ['x86_64'], 'SustainedClockSpeedInGhz': 3.4}, 'VCpuInfo': {'DefaultVCpus': 72, 'DefaultCores': 36, 'DefaultThreadsPerCore': 2, 'ValidCores': [4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36], 'ValidThreadsPerCore': [1, 2]}, 'MemoryInfo': {'SizeInMiB': 147456}, 'InstanceStorageSupported': True, 'InstanceStorageInfo': {'TotalSizeInGB': 1800, 'Disks': [{'SizeInGB': 900, 'Count': 2, 'Type': 'ssd'}], 'NvmeSupport': 'required', 'EncryptionSupport': 'required'}, 'EbsInfo': {'EbsOptimizedSupport': 'default', 'EncryptionSupport': 'supported', 'EbsOptimizedInfo': {'BaselineBandwidthInMbps': 19000, 'BaselineThroughputInMBps': 2375.0, 'BaselineIops': 80000, 'MaximumBandwidthInMbps': 19000, 'MaximumThroughputInMBps': 2375.0, 'MaximumIops': 80000}, 'NvmeSupport': 'required'}, 'NetworkInfo': {'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15, 'MaximumNetworkCards': 1, 'DefaultNetworkCardIndex': 0, 'NetworkCards': [{'NetworkCardIndex': 0, 'NetworkPerformance': '25 Gigabit', 'MaximumNetworkInterfaces': 15}], 'Ipv4AddressesPerInterface': 50, 'Ipv6AddressesPerInterface': 50, 'Ipv6Supported': True, 'EnaSupport': 'required', 'EfaSupported': False, 'EncryptionInTransitSupported': False}, 'PlacementGroupInfo': {'SupportedStrategies': ['cluster', 'partition', 'spread']}, 'HibernationSupported': True, 'BurstablePerformanceSupported': False, 'DedicatedHostsSupported': True, 'AutoRecoverySupported': False, 'SupportedBootModes': ['legacy-bios', 'uefi']}] # noqa: E501
def get_instances_list() -> list:
'''Returns list EC2 instances with HibernationSupported = True .'''
# pylint: disable=all
return get
|
#!/usr/bin/env python3
class ProjectMain:
data = dict()
def __init__(self):
pass
def get_greeting(self):
return self.data.get('greeting')
def set_greeting(self, greeting = 'Hello user!'):
self.data.setdefault('greeting', greeting)
|
# Copyright (C) 2018 Google Inc.
# Licensed under http://www.apache.org/licenses/LICENSE-2.0 <see LICENSE file>
"""Names of pre and postfixes of methods used in various classes
in lower case."""
SELECT_PREFIX = "select_"
|
# V0
# V1
# https://blog.csdn.net/fuxuemingzhu/article/details/83539773
class Solution(object):
def beautifulArray(self, N):
"""
:type N: int
:rtype: List[int]
"""
res = [1]
while len(res) < N:
res = [2 * i - 1 for i in res] + [2 * i for i in res]
return [i for i in res if i <= N]
# V1'
# https://blog.csdn.net/fuxuemingzhu/article/details/83539773
# IDEA : ITERATION
class Solution(object):
def beautifulArray(self, N):
"""
:type N: int
:rtype: List[int]
"""
if N == 1: return [1]
odd = [i * 2 - 1 for i in self.beautifulArray(N / 2 + N % 2)]
even = [i * 2 for i in self.beautifulArray(N / 2)]
return odd + even
# V2
# Time: O(n)
# Space: O(n)
class Solution(object):
def beautifulArray(self, N):
"""
:type N: int
:rtype: List[int]
"""
result = [1]
while len(result) < N:
result = [i*2 - 1 for i in result] + [i*2 for i in result]
return [i for i in result if i <= N] |
class Rect(object):
def __init__(self, x, y, width, height):
self.x = x
self.y = y
self.width = width
self.height = height
self._x_center = x + (width / 2)
self._y_center = y + (height / 2)
@property
def x_center(self):
return int(self.x +(self.width / 2))
@property
def y_center(self):
return int(self.y +(self.height / 2))
def check_collision(self, other_rect):
if self.x + self.width in range(other_rect.x, other_rect.x + other_rect.width) and self.y + self.height in range(other_rect.y, other_rect.y + other_rect.height) or \
self.x in range(other_rect.x, other_rect.x + other_rect.width) and self.y in range(other_rect.y, other_rect.y + other_rect.height):
return True
return False |
"""
练习：将下列英文语句按照单词进行翻转.
转换前：To have a government that is of people by people for people
转换后：people for people by people of is that government a have To
"""
message = "To have a government that is of people by people for people"
list_datas = message.split(" ")
message = " ".join(list_datas[::-1])
print(message) |
class BankCodeValidationError(ValueError):
code = 'clabe.bank_code'
msg_template = 'código de banco no es válido'
class ClabeControlDigitValidationError(ValueError):
code = 'clabe.control_digit'
msg_template = 'clabe dígito de control no es válido'
|
def binary_search(array, target_value):
left = 0
right = len(array) - 1
while left <= right:
mid = (left + right) / 2
if array[mid] == target_value:
return mid
if array[mid] > target_value:
right = mid - 1
elif array[mid] < target_value:
left = mid + 1
return right + 1 |
# Datos de entrada
puntos=int(input("Puntuacion obtenida: "))
# Proceso
if puntos>0 and puntos<=100:
print("Usted obtenio 1 salario minimo.")
elif puntos>100 and puntos<=150:
print("Usted obtenio 2 salarios minimos")
elif puntos>150:
print("Usted obtenio 3 salarios minimos") |
def report(s):
l = list(s)
l.sort()
print(l)
s = {1, 2, 3, 4}
report(s)
report(s.intersection({1, 3}))
report(s.intersection([3, 4]))
print(s.intersection_update([1]))
report(s)
|
class RomMethod:
"""Base class for ROM methods."""
def __init__(self, sol_domain, rom_domain):
rom_dict = rom_domain.rom_dict
# Should have as many centering and normalization profiles as there are models
try:
assert len(rom_dict["cent_profs"]) == rom_domain.num_models
assert len(rom_dict["norm_fac_profs"]) == rom_domain.num_models
assert len(rom_dict["norm_sub_profs"]) == rom_domain.num_models
except AssertionError:
raise AssertionError("Feature scaling profiles must have as many files as there are models")
|
cars = ["Ford", "Volvo", "BMW"]
for x in cars:
print(x)
|
# Code for Vegeneres Cipher
# List of all the Alphabets using List Comprehension
lst = [chr(x) for x in range(65, 91)]
# Creating Vegeneres Table using for loops
# # 2D List to Store the Vegeneres Table
# arr = []
# for i in range(0, 26):
# # List to store rows Alphabets respective to their Index
# temp = []
# c = i
# for j in range(0, 26):
# # Appending the Alphabets in the temporary list(row)
# temp.append(lst[c % 26])
# c += 1
# # now Appending the row in the 2D list
# arr.append(temp)
# Provide Options
print("Welcome to Ph@ntom's Cipher :::")
print("1 >>> Encrypt")
print("2 >>> Decrypt")
# Input the Plain Text and the Corresponding Key
ch = int(input('>>>'))
if ch == 1:
print("Enter the Text to be Encrypted")
# Taking the input and converting into UpperCase
str = input('-->>>').upper()
print("Enter the Key")
# Taking the Key in UpperCase and Converting it into a List
Key = list(input("should contain NO Spaces >>>").upper())
# Length of the Key
l = len(Key)
# Removing any Spaces Available in the Plain Text
# Plain = list("".join(str.split()))
# List Containing the Cipher Text
Cipher = []
for i in range(len(str)):
if str[i] != ' ':
k = lst.index(Key[i % l])
m = lst.index(str[i])
Cipher.append(lst[(m + k) % 26])
else:
Cipher.append(' ')
# Print out the Cipher Text
print("The Encrypted Text is :::")
print("".join(Cipher))
elif ch == 2:
print("Enter the Text to be Derypted")
# Taking the input and converting into UpperCase
str = input('-->>>').upper()
print("Enter the Key")
# Taking the Key in UpperCase and Converting it into a List
Key = list(input("should contain NO Spaces >>>").upper())
# Length of the Key
l = len(Key)
# Removing any Spaces Available in the Encrypted Text
# Cipher = list("".join(str.split()))
# List Containing the Decrypted Text
Decipher = []
for i in range(len(str)):
if str[i] != ' ':
k = lst.index(Key[i % l])
m = lst.index(str[i])
Decipher.append(lst[(m - k) % 26])
else:
Decipher.append(' ')
# Print out the Decrypted Text
print("The Decrypted Text is :::")
print("".join(Decipher))
|
class BatteryChargeStatus(Enum,IComparable,IFormattable,IConvertible):
"""
Defines identifiers that indicate the current battery charge level or charging state information.
enum (flags) BatteryChargeStatus,values: Charging (8),Critical (4),High (1),Low (2),NoSystemBattery (128),Unknown (255)
"""
def __eq__(self,*args):
""" x.__eq__(y) <==> x==yx.__eq__(y) <==> x==yx.__eq__(y) <==> x==y """
pass
def __format__(self,*args):
""" __format__(formattable: IFormattable,format: str) -> str """
pass
def __ge__(self,*args):
pass
def __gt__(self,*args):
pass
def __init__(self,*args):
""" x.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signaturex.__init__(...) initializes x; see x.__class__.__doc__ for signature """
pass
def __le__(self,*args):
pass
def __lt__(self,*args):
pass
def __ne__(self,*args):
pass
def __reduce_ex__(self,*args):
pass
def __str__(self,*args):
pass
Charging=None
Critical=None
High=None
Low=None
NoSystemBattery=None
Unknown=None
value__=None
|
{
"targets": [
{
"target_name": "node_statvfs",
"sources": [
"main.cpp"
],
"cflags!": [
"-fno-exceptions"
],
"cflags_cc!": [
"-fno-exceptions"
],
"cflags+": [
"-fvisibility=hidden"
],
"include_dirs": [
"<!(node -p \"require('node-addon-api').include_dir\")"
],
"defines": [
"NODE_ADDON_API_DISABLE_DEPRECATED",
"NAPI_VERSION=<(napi_build_version)"
]
}
]
}
|
# Smallest multiple
# Problem 5
# 2520 is the smallest number that can be divided by each of the numbers from 1 to 10 without any remainder.
# What is the smallest positive number that is evenly divisible by all of the numbers from 1 to 20?
def modular_sum(count, limit):
minimum = int(limit / 2) + 1
mods = list(range(minimum, limit)) # 11-19
s = 0
for n in mods:
s = s + count % n
return s
def solution(limit):
found = False
count = 0
while not found:
count = count + limit
if modular_sum(count, limit) == 0:
found = True
return count
def main():
ans = solution(10)
print(ans)
if __name__ == '__main__':
main()
|
# constants
db_name = "cryptodb"
salt = b'\x04\xa8y#AN\xba\xb0u\x0c\xd2\xbd"\x002pFWFEQvba[e021efg@fsa'
BS = 32
|
"""
PASSENGERS
"""
numPassengers = 4053
passenger_arriving = (
(5, 14, 9, 5, 2, 0, 9, 8, 8, 10, 0, 0), # 0
(5, 9, 6, 3, 1, 0, 0, 12, 5, 11, 4, 0), # 1
(5, 8, 9, 2, 2, 0, 6, 9, 5, 4, 3, 0), # 2
(7, 9, 13, 3, 3, 0, 7, 14, 5, 9, 2, 0), # 3
(4, 14, 11, 4, 0, 0, 4, 9, 9, 12, 4, 0), # 4
(3, 9, 9, 9, 3, 0, 10, 11, 5, 5, 2, 0), # 5
(9, 8, 10, 2, 0, 0, 8, 9, 4, 5, 1, 0), # 6
(5, 11, 5, 2, 3, 0, 6, 9, 9, 3, 1, 0), # 7
(2, 8, 5, 6, 1, 0, 7, 19, 6, 2, 4, 0), # 8
(6, 15, 6, 2, 8, 0, 10, 8, 7, 5, 3, 0), # 9
(5, 6, 10, 3, 2, 0, 7, 10, 8, 8, 4, 0), # 10
(5, 11, 8, 5, 0, 0, 8, 6, 3, 7, 0, 0), # 11
(2, 12, 14, 4, 4, 0, 6, 7, 3, 9, 4, 0), # 12
(4, 12, 7, 6, 5, 0, 15, 15, 4, 2, 5, 0), # 13
(3, 12, 7, 6, 5, 0, 8, 12, 5, 9, 4, 0), # 14
(4, 17, 10, 1, 5, 0, 11, 9, 9, 9, 3, 0), # 15
(8, 12, 7, 4, 2, 0, 6, 14, 5, 7, 6, 0), # 16
(7, 10, 10, 3, 2, 0, 9, 18, 8, 7, 4, 0), # 17
(3, 6, 11, 3, 7, 0, 9, 12, 6, 4, 0, 0), # 18
(9, 15, 12, 8, 2, 0, 13, 16, 7, 10, 3, 0), # 19
(4, 18, 6, 9, 5, 0, 13, 6, 6, 7, 3, 0), # 20
(6, 12, 7, 4, 3, 0, 5, 7, 8, 5, 4, 0), # 21
(11, 7, 11, 8, 5, 0, 13, 8, 12, 4, 2, 0), # 22
(7, 15, 13, 2, 1, 0, 7, 9, 6, 10, 4, 0), # 23
(8, 8, 9, 4, 3, 0, 7, 13, 9, 5, 1, 0), # 24
(5, 18, 10, 5, 4, 0, 8, 14, 8, 9, 0, 0), # 25
(2, 12, 10, 4, 2, 0, 15, 13, 9, 11, 1, 0), # 26
(5, 7, 11, 7, 0, 0, 8, 10, 8, 3, 1, 0), # 27
(6, 15, 16, 2, 3, 0, 5, 10, 7, 8, 1, 0), # 28
(6, 8, 8, 4, 1, 0, 7, 7, 2, 7, 4, 0), # 29
(4, 13, 12, 4, 1, 0, 6, 15, 9, 9, 3, 0), # 30
(6, 11, 11, 4, 2, 0, 8, 17, 11, 6, 3, 0), # 31
(4, 19, 5, 7, 2, 0, 4, 17, 6, 6, 1, 0), # 32
(3, 15, 9, 6, 3, 0, 6, 14, 6, 3, 5, 0), # 33
(6, 11, 6, 6, 0, 0, 11, 11, 7, 8, 4, 0), # 34
(7, 8, 4, 4, 6, 0, 8, 11, 6, 4, 3, 0), # 35
(4, 10, 15, 3, 3, 0, 6, 8, 7, 5, 3, 0), # 36
(2, 8, 1, 10, 3, 0, 10, 13, 3, 2, 2, 0), # 37
(5, 10, 9, 4, 3, 0, 9, 7, 6, 9, 1, 0), # 38
(5, 12, 5, 5, 0, 0, 8, 8, 12, 3, 5, 0), # 39
(4, 10, 14, 5, 2, 0, 8, 11, 8, 2, 5, 0), # 40
(5, 13, 9, 3, 1, 0, 5, 9, 7, 6, 3, 0), # 41
(7, 12, 8, 8, 3, 0, 9, 13, 9, 10, 2, 0), # 42
(9, 13, 10, 9, 0, 0, 7, 12, 7, 7, 1, 0), # 43
(1, 16, 13, 5, 2, 0, 10, 14, 10, 5, 2, 0), # 44
(6, 14, 14, 7, 2, 0, 9, 14, 6, 6, 5, 0), # 45
(4, 18, 8, 8, 2, 0, 17, 12, 9, 10, 3, 0), # 46
(10, 12, 6, 2, 3, 0, 9, 8, 5, 4, 7, 0), # 47
(4, 11, 4, 9, 1, 0, 8, 14, 7, 10, 0, 0), # 48
(6, 13, 7, 4, 3, 0, 8, 9, 6, 3, 4, 0), # 49
(9, 14, 8, 6, 4, 0, 7, 6, 6, 3, 3, 0), # 50
(3, 11, 8, 6, 3, 0, 9, 13, 5, 7, 2, 0), # 51
(6, 12, 11, 2, 2, 0, 3, 10, 6, 10, 3, 0), # 52
(9, 16, 9, 5, 1, 0, 5, 11, 13, 5, 2, 0), # 53
(6, 14, 13, 3, 3, 0, 5, 10, 10, 8, 4, 0), # 54
(2, 13, 6, 3, 4, 0, 7, 7, 7, 6, 1, 0), # 55
(4, 14, 8, 6, 1, 0, 6, 14, 8, 6, 3, 0), # 56
(5, 9, 7, 3, 3, 0, 6, 12, 7, 9, 2, 0), # 57
(3, 9, 9, 4, 4, 0, 5, 14, 7, 5, 3, 0), # 58
(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), # 59
)
station_arriving_intensity = (
(4.769372805092186, 12.233629261363635, 14.389624839331619, 11.405298913043477, 12.857451923076923, 8.562228260869567), # 0
(4.81413961808604, 12.369674877683082, 14.46734796754499, 11.46881589673913, 12.953819711538461, 8.559309850543478), # 1
(4.8583952589991215, 12.503702525252525, 14.54322622107969, 11.530934782608696, 13.048153846153847, 8.556302173913043), # 2
(4.902102161984196, 12.635567578125, 14.617204169344474, 11.591602581521737, 13.14036778846154, 8.553205638586958), # 3
(4.94522276119403, 12.765125410353535, 14.689226381748071, 11.650766304347826, 13.230375, 8.550020652173911), # 4
(4.987719490781387, 12.892231395991162, 14.759237427699228, 11.708372961956522, 13.318088942307691, 8.546747622282608), # 5
(5.029554784899035, 13.01674090909091, 14.827181876606687, 11.764369565217393, 13.403423076923078, 8.54338695652174), # 6
(5.0706910776997365, 13.138509323705808, 14.893004297879177, 11.818703125, 13.486290865384618, 8.5399390625), # 7
(5.1110908033362605, 13.257392013888888, 14.956649260925452, 11.871320652173912, 13.56660576923077, 8.536404347826087), # 8
(5.1507163959613695, 13.373244353693181, 15.018061335154243, 11.922169157608696, 13.644281249999999, 8.532783220108696), # 9
(5.1895302897278315, 13.485921717171717, 15.077185089974291, 11.971195652173915, 13.719230769230771, 8.529076086956522), # 10
(5.227494918788412, 13.595279478377526, 15.133965094794343, 12.018347146739131, 13.791367788461539, 8.525283355978262), # 11
(5.2645727172958745, 13.701173011363636, 15.188345919023137, 12.063570652173912, 13.860605769230768, 8.521405434782608), # 12
(5.3007261194029835, 13.803457690183082, 15.240272132069407, 12.106813179347826, 13.926858173076925, 8.51744273097826), # 13
(5.335917559262511, 13.90198888888889, 15.289688303341899, 12.148021739130433, 13.99003846153846, 8.513395652173912), # 14
(5.370109471027217, 13.996621981534089, 15.336539002249355, 12.187143342391304, 14.050060096153846, 8.509264605978261), # 15
(5.403264288849868, 14.087212342171718, 15.380768798200515, 12.224124999999999, 14.10683653846154, 8.50505), # 16
(5.4353444468832315, 14.173615344854797, 15.422322260604112, 12.258913722826087, 14.16028125, 8.500752241847827), # 17
(5.46631237928007, 14.255686363636363, 15.461143958868895, 12.291456521739132, 14.210307692307696, 8.496371739130435), # 18
(5.496130520193152, 14.333280772569443, 15.4971784624036, 12.321700407608695, 14.256829326923079, 8.491908899456522), # 19
(5.524761303775241, 14.40625394570707, 15.530370340616965, 12.349592391304348, 14.299759615384616, 8.487364130434782), # 20
(5.552167164179106, 14.47446125710227, 15.56066416291774, 12.375079483695652, 14.339012019230768, 8.482737839673913), # 21
(5.578310535557506, 14.537758080808082, 15.588004498714653, 12.398108695652175, 14.374499999999998, 8.47803043478261), # 22
(5.603153852063214, 14.595999790877526, 15.612335917416454, 12.418627038043478, 14.40613701923077, 8.473242323369567), # 23
(5.62665954784899, 14.649041761363636, 15.633602988431875, 12.43658152173913, 14.433836538461538, 8.468373913043479), # 24
(5.648790057067603, 14.696739366319445, 15.651750281169667, 12.451919157608696, 14.457512019230768, 8.463425611413044), # 25
(5.669507813871817, 14.738947979797977, 15.66672236503856, 12.464586956521739, 14.477076923076922, 8.458397826086957), # 26
(5.688775252414398, 14.77552297585227, 15.6784638094473, 12.474531929347828, 14.492444711538463, 8.453290964673915), # 27
(5.7065548068481124, 14.806319728535353, 15.68691918380463, 12.481701086956523, 14.503528846153845, 8.448105434782608), # 28
(5.722808911325724, 14.831193611900254, 15.69203305751928, 12.486041440217392, 14.510242788461538, 8.44284164402174), # 29
(5.7375, 14.85, 15.69375, 12.4875, 14.512500000000001, 8.4375), # 30
(5.751246651214834, 14.865621839488634, 15.692462907608693, 12.487236580882353, 14.511678590425532, 8.430077267616193), # 31
(5.7646965153452685, 14.881037215909092, 15.68863804347826, 12.486451470588234, 14.509231914893617, 8.418644565217393), # 32
(5.777855634590792, 14.896244211647728, 15.682330027173915, 12.485152389705883, 14.50518630319149, 8.403313830584706), # 33
(5.790730051150895, 14.91124090909091, 15.67359347826087, 12.483347058823531, 14.499568085106382, 8.38419700149925), # 34
(5.803325807225064, 14.926025390624996, 15.662483016304348, 12.481043198529411, 14.492403590425532, 8.361406015742128), # 35
(5.815648945012788, 14.940595738636366, 15.649053260869564, 12.478248529411767, 14.48371914893617, 8.335052811094453), # 36
(5.8277055067135555, 14.954950035511365, 15.63335883152174, 12.474970772058823, 14.47354109042553, 8.305249325337332), # 37
(5.839501534526853, 14.969086363636364, 15.615454347826088, 12.471217647058824, 14.461895744680852, 8.272107496251873), # 38
(5.851043070652174, 14.983002805397728, 15.595394429347825, 12.466996875000001, 14.44880944148936, 8.23573926161919), # 39
(5.862336157289003, 14.99669744318182, 15.573233695652176, 12.462316176470589, 14.434308510638296, 8.196256559220389), # 40
(5.873386836636828, 15.010168359374997, 15.549026766304348, 12.457183272058824, 14.418419281914893, 8.153771326836583), # 41
(5.88420115089514, 15.023413636363639, 15.522828260869566, 12.451605882352942, 14.401168085106384, 8.108395502248875), # 42
(5.894785142263428, 15.03643135653409, 15.494692798913043, 12.445591727941178, 14.38258125, 8.060241023238381), # 43
(5.905144852941176, 15.049219602272727, 15.464675, 12.439148529411764, 14.36268510638298, 8.009419827586207), # 44
(5.915286325127877, 15.061776455965909, 15.432829483695656, 12.43228400735294, 14.341505984042554, 7.956043853073464), # 45
(5.925215601023019, 15.074100000000003, 15.39921086956522, 12.425005882352941, 14.319070212765958, 7.90022503748126), # 46
(5.934938722826087, 15.086188316761364, 15.363873777173913, 12.417321874999999, 14.295404122340427, 7.842075318590705), # 47
(5.944461732736574, 15.098039488636365, 15.326872826086957, 12.409239705882353, 14.27053404255319, 7.7817066341829095), # 48
(5.953790672953963, 15.10965159801136, 15.288262635869566, 12.400767095588236, 14.24448630319149, 7.71923092203898), # 49
(5.96293158567775, 15.121022727272724, 15.248097826086958, 12.391911764705883, 14.217287234042553, 7.65476011994003), # 50
(5.971890513107417, 15.132150958806818, 15.206433016304347, 12.38268143382353, 14.188963164893616, 7.588406165667167), # 51
(5.980673497442456, 15.143034375, 15.163322826086954, 12.373083823529411, 14.159540425531915, 7.5202809970015), # 52
(5.989286580882353, 15.153671058238638, 15.118821875, 12.363126654411765, 14.129045345744682, 7.450496551724138), # 53
(5.9977358056266, 15.164059090909088, 15.072984782608694, 12.352817647058824, 14.09750425531915, 7.379164767616192), # 54
(6.00602721387468, 15.174196555397728, 15.02586616847826, 12.342164522058825, 14.064943484042553, 7.306397582458771), # 55
(6.014166847826087, 15.184081534090907, 14.977520652173913, 12.331175, 14.031389361702129, 7.232306934032984), # 56
(6.022160749680308, 15.193712109375003, 14.92800285326087, 12.319856801470587, 13.996868218085105, 7.15700476011994), # 57
(6.030014961636829, 15.203086363636363, 14.877367391304347, 12.308217647058825, 13.961406382978723, 7.0806029985007495), # 58
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0), # 59
)
passenger_arriving_acc = (
(5, 14, 9, 5, 2, 0, 9, 8, 8, 10, 0, 0), # 0
(10, 23, 15, 8, 3, 0, 9, 20, 13, 21, 4, 0), # 1
(15, 31, 24, 10, 5, 0, 15, 29, 18, 25, 7, 0), # 2
(22, 40, 37, 13, 8, 0, 22, 43, 23, 34, 9, 0), # 3
(26, 54, 48, 17, 8, 0, 26, 52, 32, 46, 13, 0), # 4
(29, 63, 57, 26, 11, 0, 36, 63, 37, 51, 15, 0), # 5
(38, 71, 67, 28, 11, 0, 44, 72, 41, 56, 16, 0), # 6
(43, 82, 72, 30, 14, 0, 50, 81, 50, 59, 17, 0), # 7
(45, 90, 77, 36, 15, 0, 57, 100, 56, 61, 21, 0), # 8
(51, 105, 83, 38, 23, 0, 67, 108, 63, 66, 24, 0), # 9
(56, 111, 93, 41, 25, 0, 74, 118, 71, 74, 28, 0), # 10
(61, 122, 101, 46, 25, 0, 82, 124, 74, 81, 28, 0), # 11
(63, 134, 115, 50, 29, 0, 88, 131, 77, 90, 32, 0), # 12
(67, 146, 122, 56, 34, 0, 103, 146, 81, 92, 37, 0), # 13
(70, 158, 129, 62, 39, 0, 111, 158, 86, 101, 41, 0), # 14
(74, 175, 139, 63, 44, 0, 122, 167, 95, 110, 44, 0), # 15
(82, 187, 146, 67, 46, 0, 128, 181, 100, 117, 50, 0), # 16
(89, 197, 156, 70, 48, 0, 137, 199, 108, 124, 54, 0), # 17
(92, 203, 167, 73, 55, 0, 146, 211, 114, 128, 54, 0), # 18
(101, 218, 179, 81, 57, 0, 159, 227, 121, 138, 57, 0), # 19
(105, 236, 185, 90, 62, 0, 172, 233, 127, 145, 60, 0), # 20
(111, 248, 192, 94, 65, 0, 177, 240, 135, 150, 64, 0), # 21
(122, 255, 203, 102, 70, 0, 190, 248, 147, 154, 66, 0), # 22
(129, 270, 216, 104, 71, 0, 197, 257, 153, 164, 70, 0), # 23
(137, 278, 225, 108, 74, 0, 204, 270, 162, 169, 71, 0), # 24
(142, 296, 235, 113, 78, 0, 212, 284, 170, 178, 71, 0), # 25
(144, 308, 245, 117, 80, 0, 227, 297, 179, 189, 72, 0), # 26
(149, 315, 256, 124, 80, 0, 235, 307, 187, 192, 73, 0), # 27
(155, 330, 272, 126, 83, 0, 240, 317, 194, 200, 74, 0), # 28
(161, 338, 280, 130, 84, 0, 247, 324, 196, 207, 78, 0), # 29
(165, 351, 292, 134, 85, 0, 253, 339, 205, 216, 81, 0), # 30
(171, 362, 303, 138, 87, 0, 261, 356, 216, 222, 84, 0), # 31
(175, 381, 308, 145, 89, 0, 265, 373, 222, 228, 85, 0), # 32
(178, 396, 317, 151, 92, 0, 271, 387, 228, 231, 90, 0), # 33
(184, 407, 323, 157, 92, 0, 282, 398, 235, 239, 94, 0), # 34
(191, 415, 327, 161, 98, 0, 290, 409, 241, 243, 97, 0), # 35
(195, 425, 342, 164, 101, 0, 296, 417, 248, 248, 100, 0), # 36
(197, 433, 343, 174, 104, 0, 306, 430, 251, 250, 102, 0), # 37
(202, 443, 352, 178, 107, 0, 315, 437, 257, 259, 103, 0), # 38
(207, 455, 357, 183, 107, 0, 323, 445, 269, 262, 108, 0), # 39
(211, 465, 371, 188, 109, 0, 331, 456, 277, 264, 113, 0), # 40
(216, 478, 380, 191, 110, 0, 336, 465, 284, 270, 116, 0), # 41
(223, 490, 388, 199, 113, 0, 345, 478, 293, 280, 118, 0), # 42
(232, 503, 398, 208, 113, 0, 352, 490, 300, 287, 119, 0), # 43
(233, 519, 411, 213, 115, 0, 362, 504, 310, 292, 121, 0), # 44
(239, 533, 425, 220, 117, 0, 371, 518, 316, 298, 126, 0), # 45
(243, 551, 433, 228, 119, 0, 388, 530, 325, 308, 129, 0), # 46
(253, 563, 439, 230, 122, 0, 397, 538, 330, 312, 136, 0), # 47
(257, 574, 443, 239, 123, 0, 405, 552, 337, 322, 136, 0), # 48
(263, 587, 450, 243, 126, 0, 413, 561, 343, 325, 140, 0), # 49
(272, 601, 458, 249, 130, 0, 420, 567, 349, 328, 143, 0), # 50
(275, 612, 466, 255, 133, 0, 429, 580, 354, 335, 145, 0), # 51
(281, 624, 477, 257, 135, 0, 432, 590, 360, 345, 148, 0), # 52
(290, 640, 486, 262, 136, 0, 437, 601, 373, 350, 150, 0), # 53
(296, 654, 499, 265, 139, 0, 442, 611, 383, 358, 154, 0), # 54
(298, 667, 505, 268, 143, 0, 449, 618, 390, 364, 155, 0), # 55
(302, 681, 513, 274, 144, 0, 455, 632, 398, 370, 158, 0), # 56
(307, 690, 520, 277, 147, 0, 461, 644, 405, 379, 160, 0), # 57
(310, 699, 529, 281, 151, 0, 466, 658, 412, 384, 163, 0), # 58
(310, 699, 529, 281, 151, 0, 466, 658, 412, 384, 163, 0), # 59
)
passenger_arriving_rate = (
(4.769372805092186, 9.786903409090908, 8.63377490359897, 4.56211956521739, 2.5714903846153843, 0.0, 8.562228260869567, 10.285961538461537, 6.843179347826086, 5.755849935732647, 2.446725852272727, 0.0), # 0
(4.81413961808604, 9.895739902146465, 8.680408780526994, 4.587526358695651, 2.5907639423076922, 0.0, 8.559309850543478, 10.363055769230769, 6.881289538043478, 5.786939187017995, 2.4739349755366162, 0.0), # 1
(4.8583952589991215, 10.00296202020202, 8.725935732647814, 4.612373913043478, 2.609630769230769, 0.0, 8.556302173913043, 10.438523076923076, 6.918560869565217, 5.817290488431875, 2.500740505050505, 0.0), # 2
(4.902102161984196, 10.1084540625, 8.770322501606683, 4.636641032608694, 2.628073557692308, 0.0, 8.553205638586958, 10.512294230769232, 6.954961548913042, 5.846881667737789, 2.527113515625, 0.0), # 3
(4.94522276119403, 10.212100328282828, 8.813535829048842, 4.66030652173913, 2.6460749999999997, 0.0, 8.550020652173911, 10.584299999999999, 6.990459782608696, 5.875690552699228, 2.553025082070707, 0.0), # 4
(4.987719490781387, 10.313785116792928, 8.855542456619537, 4.6833491847826085, 2.663617788461538, 0.0, 8.546747622282608, 10.654471153846153, 7.025023777173913, 5.90369497107969, 2.578446279198232, 0.0), # 5
(5.029554784899035, 10.413392727272727, 8.896309125964011, 4.705747826086957, 2.680684615384615, 0.0, 8.54338695652174, 10.72273846153846, 7.058621739130436, 5.930872750642674, 2.603348181818182, 0.0), # 6
(5.0706910776997365, 10.510807458964646, 8.935802578727506, 4.72748125, 2.697258173076923, 0.0, 8.5399390625, 10.789032692307693, 7.0912218750000005, 5.95720171915167, 2.6277018647411614, 0.0), # 7
(5.1110908033362605, 10.60591361111111, 8.97398955655527, 4.7485282608695645, 2.7133211538461537, 0.0, 8.536404347826087, 10.853284615384615, 7.122792391304347, 5.982659704370181, 2.6514784027777774, 0.0), # 8
(5.1507163959613695, 10.698595482954543, 9.010836801092546, 4.768867663043478, 2.7288562499999993, 0.0, 8.532783220108696, 10.915424999999997, 7.153301494565217, 6.007224534061697, 2.6746488707386358, 0.0), # 9
(5.1895302897278315, 10.788737373737373, 9.046311053984574, 4.7884782608695655, 2.743846153846154, 0.0, 8.529076086956522, 10.975384615384616, 7.182717391304348, 6.030874035989716, 2.697184343434343, 0.0), # 10
(5.227494918788412, 10.87622358270202, 9.080379056876605, 4.807338858695652, 2.7582735576923074, 0.0, 8.525283355978262, 11.03309423076923, 7.2110082880434785, 6.053586037917737, 2.719055895675505, 0.0), # 11
(5.2645727172958745, 10.960938409090907, 9.113007551413881, 4.825428260869565, 2.7721211538461534, 0.0, 8.521405434782608, 11.088484615384614, 7.238142391304347, 6.0753383676092545, 2.740234602272727, 0.0), # 12
(5.3007261194029835, 11.042766152146465, 9.144163279241644, 4.8427252717391305, 2.7853716346153847, 0.0, 8.51744273097826, 11.141486538461539, 7.264087907608696, 6.096108852827762, 2.760691538036616, 0.0), # 13
(5.335917559262511, 11.121591111111112, 9.173812982005138, 4.859208695652173, 2.7980076923076918, 0.0, 8.513395652173912, 11.192030769230767, 7.288813043478259, 6.115875321336759, 2.780397777777778, 0.0), # 14
(5.370109471027217, 11.19729758522727, 9.201923401349612, 4.874857336956521, 2.810012019230769, 0.0, 8.509264605978261, 11.240048076923076, 7.312286005434782, 6.134615600899742, 2.7993243963068175, 0.0), # 15
(5.403264288849868, 11.269769873737372, 9.228461278920308, 4.88965, 2.8213673076923076, 0.0, 8.50505, 11.28546923076923, 7.334474999999999, 6.152307519280206, 2.817442468434343, 0.0), # 16
(5.4353444468832315, 11.338892275883836, 9.253393356362468, 4.903565489130434, 2.83205625, 0.0, 8.500752241847827, 11.328225, 7.3553482336956515, 6.168928904241644, 2.834723068970959, 0.0), # 17
(5.46631237928007, 11.40454909090909, 9.276686375321336, 4.916582608695652, 2.842061538461539, 0.0, 8.496371739130435, 11.368246153846156, 7.374873913043479, 6.184457583547558, 2.8511372727272724, 0.0), # 18
(5.496130520193152, 11.466624618055553, 9.298307077442159, 4.928680163043477, 2.8513658653846155, 0.0, 8.491908899456522, 11.405463461538462, 7.393020244565217, 6.198871384961439, 2.866656154513888, 0.0), # 19
(5.524761303775241, 11.525003156565655, 9.318222204370178, 4.939836956521739, 2.859951923076923, 0.0, 8.487364130434782, 11.439807692307692, 7.409755434782609, 6.212148136246785, 2.8812507891414136, 0.0), # 20
(5.552167164179106, 11.579569005681815, 9.336398497750643, 4.95003179347826, 2.8678024038461536, 0.0, 8.482737839673913, 11.471209615384614, 7.425047690217391, 6.224265665167096, 2.894892251420454, 0.0), # 21
(5.578310535557506, 11.630206464646465, 9.352802699228791, 4.95924347826087, 2.8748999999999993, 0.0, 8.47803043478261, 11.499599999999997, 7.438865217391305, 6.235201799485861, 2.907551616161616, 0.0), # 22
(5.603153852063214, 11.67679983270202, 9.367401550449872, 4.967450815217391, 2.8812274038461534, 0.0, 8.473242323369567, 11.524909615384614, 7.451176222826087, 6.244934366966581, 2.919199958175505, 0.0), # 23
(5.62665954784899, 11.719233409090908, 9.380161793059125, 4.974632608695652, 2.8867673076923075, 0.0, 8.468373913043479, 11.54706923076923, 7.461948913043478, 6.25344119537275, 2.929808352272727, 0.0), # 24
(5.648790057067603, 11.757391493055556, 9.391050168701799, 4.980767663043478, 2.8915024038461534, 0.0, 8.463425611413044, 11.566009615384614, 7.471151494565217, 6.260700112467866, 2.939347873263889, 0.0), # 25
(5.669507813871817, 11.79115838383838, 9.400033419023135, 4.985834782608695, 2.8954153846153843, 0.0, 8.458397826086957, 11.581661538461537, 7.478752173913043, 6.266688946015424, 2.947789595959595, 0.0), # 26
(5.688775252414398, 11.820418380681815, 9.40707828566838, 4.989812771739131, 2.8984889423076923, 0.0, 8.453290964673915, 11.593955769230769, 7.484719157608696, 6.271385523778919, 2.9551045951704538, 0.0), # 27
(5.7065548068481124, 11.84505578282828, 9.412151510282778, 4.992680434782609, 2.9007057692307687, 0.0, 8.448105434782608, 11.602823076923075, 7.489020652173913, 6.274767673521851, 2.96126394570707, 0.0), # 28
(5.722808911325724, 11.864954889520202, 9.415219834511568, 4.994416576086956, 2.902048557692307, 0.0, 8.44284164402174, 11.608194230769229, 7.491624864130435, 6.276813223007712, 2.9662387223800506, 0.0), # 29
(5.7375, 11.879999999999999, 9.41625, 4.995, 2.9025, 0.0, 8.4375, 11.61, 7.4925, 6.277499999999999, 2.9699999999999998, 0.0), # 30
(5.751246651214834, 11.892497471590906, 9.415477744565216, 4.994894632352941, 2.9023357180851064, 0.0, 8.430077267616193, 11.609342872340426, 7.492341948529411, 6.276985163043476, 2.9731243678977264, 0.0), # 31
(5.7646965153452685, 11.904829772727274, 9.413182826086956, 4.994580588235293, 2.901846382978723, 0.0, 8.418644565217393, 11.607385531914892, 7.49187088235294, 6.275455217391303, 2.9762074431818184, 0.0), # 32
(5.777855634590792, 11.916995369318181, 9.40939801630435, 4.994060955882353, 2.9010372606382977, 0.0, 8.403313830584706, 11.60414904255319, 7.491091433823529, 6.272932010869566, 2.9792488423295453, 0.0), # 33
(5.790730051150895, 11.928992727272727, 9.40415608695652, 4.993338823529412, 2.899913617021276, 0.0, 8.38419700149925, 11.599654468085104, 7.490008235294118, 6.269437391304347, 2.9822481818181816, 0.0), # 34
(5.803325807225064, 11.940820312499996, 9.39748980978261, 4.9924172794117645, 2.898480718085106, 0.0, 8.361406015742128, 11.593922872340425, 7.488625919117647, 6.264993206521739, 2.985205078124999, 0.0), # 35
(5.815648945012788, 11.952476590909091, 9.389431956521738, 4.9912994117647065, 2.896743829787234, 0.0, 8.335052811094453, 11.586975319148936, 7.486949117647059, 6.259621304347825, 2.988119147727273, 0.0), # 36
(5.8277055067135555, 11.96396002840909, 9.380015298913044, 4.989988308823529, 2.8947082180851056, 0.0, 8.305249325337332, 11.578832872340422, 7.484982463235293, 6.253343532608695, 2.9909900071022726, 0.0), # 37
(5.839501534526853, 11.97526909090909, 9.369272608695653, 4.988487058823529, 2.89237914893617, 0.0, 8.272107496251873, 11.56951659574468, 7.4827305882352935, 6.246181739130434, 2.9938172727272727, 0.0), # 38
(5.851043070652174, 11.986402244318182, 9.357236657608695, 4.98679875, 2.8897618882978717, 0.0, 8.23573926161919, 11.559047553191487, 7.480198125, 6.23815777173913, 2.9966005610795454, 0.0), # 39
(5.862336157289003, 11.997357954545455, 9.343940217391305, 4.984926470588235, 2.886861702127659, 0.0, 8.196256559220389, 11.547446808510635, 7.477389705882353, 6.22929347826087, 2.999339488636364, 0.0), # 40
(5.873386836636828, 12.008134687499997, 9.329416059782607, 4.982873308823529, 2.8836838563829783, 0.0, 8.153771326836583, 11.534735425531913, 7.474309963235294, 6.219610706521738, 3.002033671874999, 0.0), # 41
(5.88420115089514, 12.01873090909091, 9.31369695652174, 4.980642352941176, 2.880233617021277, 0.0, 8.108395502248875, 11.520934468085107, 7.4709635294117644, 6.209131304347826, 3.0046827272727277, 0.0), # 42
(5.894785142263428, 12.02914508522727, 9.296815679347825, 4.978236691176471, 2.8765162499999994, 0.0, 8.060241023238381, 11.506064999999998, 7.467355036764706, 6.1978771195652165, 3.0072862713068176, 0.0), # 43
(5.905144852941176, 12.03937568181818, 9.278805, 4.975659411764705, 2.8725370212765955, 0.0, 8.009419827586207, 11.490148085106382, 7.4634891176470575, 6.1858699999999995, 3.009843920454545, 0.0), # 44
(5.915286325127877, 12.049421164772726, 9.259697690217394, 4.972913602941176, 2.8683011968085106, 0.0, 7.956043853073464, 11.473204787234042, 7.459370404411764, 6.1731317934782615, 3.0123552911931815, 0.0), # 45
(5.925215601023019, 12.059280000000001, 9.239526521739132, 4.970002352941176, 2.8638140425531913, 0.0, 7.90022503748126, 11.455256170212765, 7.455003529411765, 6.159684347826087, 3.0148200000000003, 0.0), # 46
(5.934938722826087, 12.06895065340909, 9.218324266304347, 4.966928749999999, 2.859080824468085, 0.0, 7.842075318590705, 11.43632329787234, 7.450393124999999, 6.145549510869564, 3.0172376633522724, 0.0), # 47
(5.944461732736574, 12.07843159090909, 9.196123695652174, 4.9636958823529405, 2.854106808510638, 0.0, 7.7817066341829095, 11.416427234042551, 7.445543823529412, 6.130749130434782, 3.0196078977272727, 0.0), # 48
(5.953790672953963, 12.087721278409088, 9.17295758152174, 4.960306838235294, 2.8488972606382976, 0.0, 7.71923092203898, 11.39558904255319, 7.4404602573529415, 6.115305054347826, 3.021930319602272, 0.0), # 49
(5.96293158567775, 12.096818181818177, 9.148858695652175, 4.956764705882353, 2.8434574468085105, 0.0, 7.65476011994003, 11.373829787234042, 7.43514705882353, 6.099239130434783, 3.0242045454545443, 0.0), # 50
(5.971890513107417, 12.105720767045453, 9.123859809782608, 4.953072573529411, 2.837792632978723, 0.0, 7.588406165667167, 11.351170531914892, 7.429608860294118, 6.082573206521738, 3.026430191761363, 0.0), # 51
(5.980673497442456, 12.114427499999998, 9.097993695652173, 4.949233529411764, 2.8319080851063827, 0.0, 7.5202809970015, 11.32763234042553, 7.4238502941176465, 6.065329130434781, 3.0286068749999995, 0.0), # 52
(5.989286580882353, 12.122936846590909, 9.071293125, 4.945250661764706, 2.8258090691489364, 0.0, 7.450496551724138, 11.303236276595745, 7.417875992647058, 6.04752875, 3.030734211647727, 0.0), # 53
(5.9977358056266, 12.13124727272727, 9.043790869565216, 4.941127058823529, 2.8195008510638297, 0.0, 7.379164767616192, 11.278003404255319, 7.411690588235294, 6.0291939130434775, 3.0328118181818176, 0.0), # 54
(6.00602721387468, 12.139357244318182, 9.015519701086955, 4.93686580882353, 2.8129886968085103, 0.0, 7.306397582458771, 11.251954787234041, 7.405298713235295, 6.010346467391304, 3.0348393110795455, 0.0), # 55
(6.014166847826087, 12.147265227272724, 8.986512391304348, 4.9324699999999995, 2.8062778723404254, 0.0, 7.232306934032984, 11.225111489361701, 7.398705, 5.991008260869565, 3.036816306818181, 0.0), # 56
(6.022160749680308, 12.154969687500001, 8.95680171195652, 4.927942720588234, 2.7993736436170207, 0.0, 7.15700476011994, 11.197494574468083, 7.391914080882352, 5.9712011413043475, 3.0387424218750003, 0.0), # 57
(6.030014961636829, 12.16246909090909, 8.926420434782608, 4.923287058823529, 2.792281276595744, 0.0, 7.0806029985007495, 11.169125106382976, 7.384930588235295, 5.950946956521738, 3.0406172727272724, 0.0), # 58
(0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0), # 59
)
passenger_allighting_rate = (
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 0
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 1
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 2
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 3
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 4
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 5
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 6
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 7
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 8
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 9
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 10
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 11
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 12
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 13
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 14
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 15
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 16
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 17
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 18
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 19
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 20
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 21
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 22
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 23
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 24
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 25
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 26
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 27
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 28
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 29
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 30
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 31
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 32
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 33
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 34
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 35
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 36
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 37
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 38
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 39
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 40
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 41
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 42
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 43
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 44
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 45
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 46
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 47
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 48
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 49
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 50
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 51
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 52
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 53
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 54
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 55
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 56
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 57
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 58
(0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1, 0, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 0.16666666666666666, 1), # 59
)
"""
parameters for reproducibiliy. More information: https://numpy.org/doc/stable/reference/random/parallel.html
"""
#initial entropy
entropy = 258194110137029475889902652135037600173
#index for seed sequence child
child_seed_index = (
1, # 0
92, # 1
)
|
'''
Exercise 1:
Rewrite your pay computation to give the employee 1.5 times\
the hourly rate for hours worked above 40 hours.
----Example:
Enter Hours: 45
Enter Rate: 10
Pay: 475.0
Note: (40*10 + 5*10*1.5 = 475.0)
'''
hours = int(input('Enter Hours: '))
rate = float(input('Enter Rate: '))
if(hours>40):
pay = (40 + (hours-40) * 1.5) * rate
else:
pay = 40 * rate
print('Pay:', pay)
|
"""
{{ cookiecutter.project_short_description }}.
"""
__version__ = '{{ cookiecutter.version }}'
|
# -*- coding: utf-8 -*-
print ("O texto será ecoado na tela")
# O input() é usado somente para entrada de strings
# Caso seja digitado um numero, o mesmo será do tipo string
numero = input("Digite um numero: ")
texto = input("Digite um texto: ")
print(type(numero))
print(type(texto)) |
l = []
o = 0
i = 0
maior = menor = 0
for c in range(0,5):
n = int(input('Digite seu numero'))
if o == 0:
l.append(n)
o = 1
if o == 1:
maior = menor = n
o = 2
else:
if maior < n:
maior = n
l.append(n)
print('Seu numero foi adicionado no final da lista')
elif menor > n:
menor = n
l.insert(0, n)
print('Seu numero foi adicionado no começo da lista')
elif maior == n:
l.insert(l.index(n), n)
elif menor == n:
l.insert(l.index(n), n)
else:
h = 0
for y in range(0,len(l)):
if l[y] > n and h == 0:
i = l.index(l[y])
print(f'Seu numero foi adicionado na posição {l.index(l[y])}')
if l[y-1] != l[y]:
h = 1
l.insert(i, n)
print('=-'*20)
print(f'Sua lista foi {l}')
|
# !/usr/bin/env python
# -*-coding:utf-8 -*-
# Warning ：The Hard Way Is Easier
"""
=================================================================================
【流水线】
=================================================================================
"""
def Solution(ori: list, k: int):
return
if __name__ == '__main__':
s = [5, 1, 1, 2, 2, 2]
print(Solution(s, k=2))
s = [5, 1, 1, 2, 2, 2, 4, 4, 5, 5, 1, 2, ]
print(Solution(s, 7))
|
# small filters to manupulate lists
class FilterModule(object):
# given a flat list (or tuple, or set), return a deduplicated list, i.e.,
# a list in which each unique item in the src list only occurs once
@staticmethod
def _uniq(src):
return list(set(src))
# given a list of list (e.g., [[a,b,c],[c,d,e],[e,f,g]]) return a flat
# list [a,b,c,c,d,e,e,f,g]
@staticmethod
def _flatten(src):
return [ item for sublist in src for item in sublist ]
def filters(self):
return {
'uniq': self._uniq,
'flatten': self._flatten,
}
|
def parse_like_term(term):
if term.startswith('^'):
stmt = '%s%%' % term[1:]
elif term.startswith('='):
stmt = term[1:]
else:
stmt = '%%%s%%' % term
return stmt
def get_primary_key(model):
"""
Return primary key name from a model
:param model:
Model class
"""
props = model._sa_class_manager.mapper.iterate_properties
for p in props:
if hasattr(p, 'columns'):
for c in p.columns:
if c.primary_key:
return p.key
return None
|
def bubble_sort(lst):
for passnum in range(len(lst) - 1, 0, -1):
for i in range(passnum):
if lst[i] > lst[i + 1]:
lst[i], lst[i + 1] = lst[i + 1], lst[i]
|
# -*- coding: utf-8 -*-
# Copyright (c) 2016-2017, Zhijiang Yao, Jie Dong and Dongsheng Cao
# All rights reserved.
# This file is part of the PyBioMed.
# The contents are covered by the terms of the BSD license
# which is included in the file license.txt, found at the root
# of the PyBioMed source tree.
"""
#####################################################################################
This module is used for checking whether the input protein sequence is valid amino acid
sequence. You can freely use and distribute it. If you hava any problem, you could
contact with us timely!
Authors: Zhijiang Yao and Dongsheng Cao.
Date: 2016.06.04
Email: gadsby@163.com
#####################################################################################
"""
AALetter = ["A", "R", "N", "D", "C", "E", "Q", "G", "H", "I", "L", "K", "M", "F", "P", "S", "T", "W", "Y", "V"]
def ProteinCheck(ProteinSequence):
"""
###################################################################################
Check whether the protein sequence is a valid amino acid sequence or not
Usage:
result=ProteinCheck(protein)
Input: protein is a pure protein sequence.
Output: if the check is no problem, result will return the length of protein.
if the check has problems, result will return 0.
###################################################################################
"""
NumPro = len(ProteinSequence)
for i in ProteinSequence:
if i not in AALetter:
flag = 0
break
else:
flag = NumPro
return flag
if __name__ == "__main__":
protein = "ADGCGVGEGTGQGPMCNCMCMKWVYADEDAADLESDSFADEDASLESDSFPWSNQRVFCSFADEDASU"
protein = "ADGC"
print(ProteinCheck(protein))
|
print('First Program!')
print('What is your name?')
my_Name = input()
print ('')
print ('Your names is: ' + my_Name )
|
# Description
# 中文
# English
# Given an input string, reverse the string word by word.
# Have you met this question in a real interview?
# Clarification
# What constitutes a word?
# A sequence of non-space characters constitutes a word and some words have punctuation at the end.
# Could the input string contain leading or trailing spaces?
# Yes. However, your reversed string should not contain leading or trailing spaces.
# How about multiple spaces between two words?
# Reduce them to a single space in the reversed string.
# Example
# Example 1:
# Input: "the sky is blue"
# Output: "blue is sky the"
# Explanation:
# return a reverse the string word by word.
# Example 2:
# Input: "hello world"
# Output: "world hello"
# Explanation:
# return a reverse the string word by word.
class Solution:
"""
@param: s: A string
@return: A string
"""
def reverseWords(self, s):
# write your code here
list_s = s.split()
list_s.reverse()
result = ' '.join(list_s)
return result
# 本参考程序来自九章算法，由 @九章算法 提供。版权所有，转发请注明出处。
# - 九章算法致力于帮助更多中国人找到好的工作，教师团队均来自硅谷和国内的一线大公司在职工程师。
# - 现有的面试培训课程包括：九章算法班，系统设计班，算法强化班，Java入门与基础算法班，Android 项目实战班，
# - Big Data 项目实战班，算法面试高频题班, 动态规划专题班
# - 更多详情请见官方网站：http://www.jiuzhang.com/?source=code
class Solution:
# @param s : A string
# @return : A string
def reverseWords(self, s):
# strip()去掉s头尾的空格，split()按照空格分割字符串，reversed翻转，''.join按照空格连接字符串
return ' '.join(reversed(s.strip().split()))
|
# input
with open('input.txt') as f:
lines = f.readlines()
# part 1
def process_line(mask, value):
output = ['0'] * 36
binval = bin(value)[2:]
for ii in range(len(binval)):
output[len(output)-1-ii] = binval[len(binval)-1-ii]
for ii in range(len(mask)):
if mask[ii] != 'X':
output[ii] = mask[ii]
return int(''.join(output), 2)
memory = {}
for line in lines:
items = line.strip().split(' = ')
if items[0] == 'mask':
mask = items[1]
else:
key = int(items[0].strip('mem[]'))
inval = int(items[1])
memory[key] = process_line(mask, inval)
ans1 = sum(memory.values())
# part 2
def decode(mask, value):
output = ['0'] * 36
binval = bin(value)[2:]
for ii in range(len(binval)):
output[len(output)-1-ii] = binval[len(binval)-1-ii]
for ii in range(len(mask)):
if mask[ii] != '0':
output[ii] = mask[ii]
return floating(output)
def floating(value):
if 'X' in value:
value_0 = value.copy()
value_1 = value.copy()
value_0[value.index('X')] = '0'
value_1[value.index('X')] = '1'
return floating(value_0) + floating(value_1)
return [int(''.join(value), 2)]
memory = {}
for line in lines:
items = line.strip().split(' = ')
if items[0] == 'mask':
mask = items[1]
else:
inkey = int(items[0].strip('mem[]'))
val = int(items[1])
keys = decode(mask, inkey)
for key in keys:
memory[key] = val
ans2 = sum(memory.values())
# output
answer = []
answer.append('Part 1: {}'.format(ans1))
answer.append('Part 2: {}'.format(ans2))
with open('solution.txt', 'w') as f:
f.writelines('\n'.join(answer)+'\n')
|
class GridOutOfBoundsException(Exception):
pass
class GridGenerateException(Exception):
pass
class InvalidDimensionsException(Exception):
pass |
def de_casteljau(t, coefs):
beta = [c for c in coefs] # values in this list are overridden
n = len(beta)
for j in range(1, n):
for k in range(n - j):
beta[k] = beta[k] * (1 - t) + beta[k + 1] * t
return beta[0];
P1 = [-20,0,-11]
P2 = [-10,0,-5]
P3 = [10,0,-5]
P4 = [20,0,-11]
coefs_x = [P1[0],P2[0],P3[0],P4[0]]
coefs_y = [P1[1],P2[1],P3[1],P4[1]]
coefs_z = [P1[2],P2[2],P3[2],P4[2]]
beta = coefs_x
print('x =' + str(de_casteljau(0.7, coefs_x)))
print('y =' + str(de_casteljau(0.7, coefs_y)))
print('z =' + str(de_casteljau(0.7, coefs_z)))
|
def author(name):
def wrapper(func):
func.author = name
return func
return wrapper
@author("Author")
def add2(num: int) -> int:
return num + 2
print(add2.author)
|
# TODO: Extract Class
"""
The Extract class will support data transformations and will be subclassed to allow for data to be transformed in
more complex ways.
The Extract feature should have support to be placed ANYWHERE within the ApiForm and should follow a pub-sub type model
I.e. Extract allows for real-time summaries and features to be extracted from the data.
pre_process = [
.
.
SubclassExtractFeaturePublishLatLong( subpub_model="firestore",
lam=lamdba x: [ x["data"]["lat"], x["data"]["long"] ],
mode="summary",
fmt_str="New data has been received with coordinates Lat: {} Long: {}"
)
.
.
]
stores = [
.
.
SubclassExtractFeatureSummarizeAverage( subpub_model="redis",
lam=lambda x: .
.
.
)
]
"""
class Extract(object):
def __init__(self):
pass
|
class Channel():
""" setup legs and feet to correspond to the correct channel """
LEFT_LEG_FRONT = 0 # channel 0
LEFT_LEG_BACK = 1 # channel 2
RIGHT_LEG_FRONT = 2 # channel 6
RIGHT_LEG_BACK = 3 # channel 4
LEFT_FOOT_FRONT = 0 # channel 1
LEFT_FOOT_BACK = 1 # channel 3
RIGHT_FOOT_FRONT = 2 # channel 7
RIGHT_FOOT_BACK = 3 # channel 5 |
# Definition for a binary tree node.
# class TreeNode(object):
# def __init__(self, x):
# self.val = x
# self.left = None
# self.right = None
class Solution(object):
def sortedArrayToBST(self, nums):
"""
:type nums: List[int]
:rtype: TreeNode
"""
return self.sortedArrayToBSTHelper(nums, 0, len(nums) - 1)
def sortedArrayToBSTHelper(self, nums, left, right):
if left > right:
return None
rootIdx = (left + right) // 2
root = TreeNode(nums[rootIdx])
root.left = self.sortedArrayToBSTHelper(nums, left, rootIdx - 1)
root.right = self.sortedArrayToBSTHelper(nums, rootIdx + 1, right)
return root
|
# encoding: utf-8
# module Tekla.Structures.Filtering.Categories calls itself Categories
# from Tekla.Structures, Version=2017.0.0.0, Culture=neutral, PublicKeyToken=2f04dbe497b71114
# by generator 1.145
# no doc
# no imports
# no functions
# classes
class AssemblyFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Guid = None
IdNumber = None
Level = None
Name = None
Phase = None
PositionNumber = None
Prefix = None
Series = None
StartNumber = None
Type = None
class BoltFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Length = None
Phase = None
SiteWorkshop = None
Size = None
Standard = None
class ComponentFilterExpressions(object):
# no doc
ConnectionCode = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Name = None
Phase = None
RunningNumber = None
class LoadFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Group = None
Phase = None
Type = None
class LogicalAreaFilterExpressions(object):
# no doc
Building = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Section = None
Site = None
Story = None
class ObjectFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Guid = None
IdNumber = None
IsComponent = None
Phase = None
Type = None
class ObjectTypesFilterExpressions(object):
# no doc
CategoryName = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
EntityName = None
class PartFilterExpressions(object):
# no doc
Class = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Finish = None
Lot = None
Material = None
Name = None
NumberingSeries = None
Phase = None
PositionNumber = None
Prefix = None
PrimaryPart = None
Profile = None
StartNumber = None
class ReferenceObjectFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
class ReinforcingBarFilterExpressions(object):
# no doc
Class = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Diameter = None
JoinType = None
Length = None
Material = None
Name = None
NumberingSeries = None
Phase = None
Position = None
PositionNumber = None
Prefix = None
Shape = None
Size = None
StartNumber = None
class TaskFilterExpressions(object):
# no doc
ActualEndDate = None
ActualStartDate = None
Completeness = None
Critical = None
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Local = None
Name = None
PlannedEndDate = None
PlannedStartDate = None
class TemplateFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
class WeldFilterExpressions(object):
# no doc
CustomBoolean = None
CustomDateTime = None
CustomNumber = None
CustomString = None
Phase = None
PositionNumber = None
ReferenceText = None
SizeAboveLine = None
SizeBelowLine = None
TypeAboveLine = None
TypeBelowLine = None
WeldingSite = None
|
reverse_list = []
def reverse_number(numbers):
for i in range(1,len(numbers)+1):
num = numbers.pop()
reverse_list.append(num)
print(reverse_list)
numbers = list(range(1,21))
print(numbers)
reverse_number(numbers)
|
load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
def load_framework_dependencies():
http_archive(
name = "TensorFlowLiteC",
url = "https://dl.google.com/dl/cpdc/3895e5bf508673ae/TensorFlowLiteC-2.6.0.tar.gz",
sha256 = "a28ce764da496830c0a145b46e5403fb486b5b6231c72337aaa8eaf3d762cc8d",
build_file = "@//tests/ios/unit-test/test-imports-app:BUILD.TensorFlowLiteC",
strip_prefix = "TensorFlowLiteC-2.6.0",
)
http_archive(
name = "GoogleMobileAdsSDK",
url = "https://dl.google.com/dl/cpdc/e0dda986a9f84d14/Google-Mobile-Ads-SDK-8.10.0.tar.gz",
sha256 = "0726df5d92165912c9e60a79504a159ad9b7231dda851abede8f8792b266dba5",
build_file = "@//tests/ios/unit-test/test-imports-app:BUILD.GoogleMobileAds",
)
|
def initials(name):
names = name.title().split()
length = len(names) - 1
return '.'.join(a[0] if length != i else a for i, a in enumerate(names))
|
"""
Perfil do Usuário: Comece com uma cópia de user_profile.py, da página 210. Crie
um perfil seu chamado build_profile(), usndo seu primeiro nome e o sobrenome,
além de três outros pares chave_valor que o descrevam.
"""
def build_profile(first, last, **user_info):
"""Constrói um dicionário contendo tudo que sabemos sobre um usuário."""
profile = {}
profile['first_name'] = first
profile['last_name'] = last
for key, value in user_info.items():
profile[key] = value
return profile
user_profile = build_profile('Roberto', 'Monteiro', Profissão = 'Engenheiro Civil', Idade = 42, Estado_Civil = 'Casado')
for key, value in user_profile.items():
print(f'{key}: {value}') |
class Infinite_memory(list):
def __init__(self,*args):
list.__init__(self,*args)
def __getitem__(self, index):
if index>=len(self):
for _ in range((index-len(self))+1):
self.append(0)
return super().__getitem__(index)
def __setitem__(self, key, value):
if key>=len(self):
for _ in range((key-len(self))+1):
self.append(0)
return super().__setitem__(key, value)
def run_intcode(memory,input_stream=None,output_l=None):
global relative_base
relative_base=0
def suma(args):
memory[args[2]]=args[0]+args[1]
def mult(args):
memory[args[2]]=args[0]*args[1]
def inpt(args):
if input_stream:
memory[args[0]]=input_stream.pop(0)
else:
memory[args[0]]=int(input("escribe un numero, puto (1 para parte 1 2 para parte 2):"))
def output(args):
if output_l==None:
print(args[0])
else:
output_l.append(args[0])
def j_if_t(args):
if args[0]!=0:
return args[1]
def j_if_f(args):
if args[0]==0:
return args[1]
def less_than(args):
memory[args[2]]=int(args[0]<args[1])
def equals(args):
memory[args[2]]=int(args[0]==args[1])
def inc_rel_base(args):
global relative_base
relative_base+=args[0]
func_dict={1:suma,2:mult,3:inpt,4:output,5:j_if_t,6:j_if_f,7:less_than,8:equals,9:inc_rel_base}
writes_to_mem=[1,2,3,7,8]#instructions that write to memory
inc_dict={1:4,2:4,3:2,4:2,5:3,6:3,7:4,8:4,9:2}
i=0
while True:
opcode=str(memory[i])
param_bits=list(opcode[:-2])
opcode=int(opcode[-2:])
if opcode==99:
break
params=[]
for p in range(1,inc_dict[opcode]):
bit=0
if len(param_bits)>0:
bit=int(param_bits.pop())
if bit==2:
if (p==inc_dict[opcode]-1 and opcode in writes_to_mem): #write relative
params.append(relative_base+memory[i+p])
else: #read relative
params.append(memory[relative_base+memory[i+p]])
elif (p==inc_dict[opcode]-1 and opcode in writes_to_mem) or (bit==1): #read immediate or write positional
params.append(memory[i+p])
else: #default read positional
params.append(memory[memory[i+p]])
instruction=func_dict[opcode](params)
if instruction:
i=instruction
else:
i+=inc_dict[opcode]
with open("input1.txt","r") as f:
code=Infinite_memory(map(int,f.readline().split(",")))
out=[]
run_intcode(code,output_l=out)
print(len([out[i] for i in range(2,len(out),3) if out[i]==2])) |
# Python function to compute GCD of two numbers using recursion
def gcd(a,b):
if(b==0): # Base case
return a
else:
return gcd(b,a%b) # Recursive call
# Tester code
a=int(input("Enter first number:"))
b=int(input("Enter second number:"))
GCD=gcd(a,b)
print("GCD is: ")
print(GCD) |
def dpMakeChange(coinValueList,change,minCoins,coinsUsed):
for cents in range(change+1):
coinCount = cents
newCoin = 1
for j in [c for c in coinValueList if c <= cents]:
if minCoins[cents-j] + 1 < coinCount:
coinCount = minCoins[cents-j]+1
newCoin = j
minCoins[cents] = coinCount
coinsUsed[cents] = newCoin
return minCoins[change]
def printCoins(coinsUsed,change):
coin = change
while coin > 0:
thisCoin = coinsUsed[coin]
print(thisCoin)
coin = coin - thisCoin
def main():
amnt = 63
clist = [1,5,10,21,25]
coinsUsed = [0]*(amnt+1)
coinCount = [0]*(amnt+1)
print("Making change for",amnt,"requires")
print(dpMakeChange(clist,amnt,coinCount,coinsUsed),"coins")
print("They are:")
printCoins(coinsUsed,amnt)
print("The used list is as follows:")
print(coinsUsed)
main()
|
DEBUG = True
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.sqlite3', # Add 'postgresql_psycopg2', 'mysql', 'sqlite3' or 'oracle'.
'NAME': 'db.sqlite3', # Or path to database file if using sqlite3.
}
}
# Make this unique, and don't share it with anybody.
SECRET_KEY = '^n4-$%m-w((n4=7g4j!(x3%=l68t=__j!24-3)0%bjd8i2e5th'
MIDDLEWARE_CLASSES = (
'django.middleware.common.CommonMiddleware',
'django.contrib.sessions.middleware.SessionMiddleware',
'django.middleware.csrf.CsrfViewMiddleware',
'django.contrib.auth.middleware.AuthenticationMiddleware',
'django.contrib.messages.middleware.MessageMiddleware',
)
ROOT_URLCONF = 'hostproof_auth.urls'
INSTALLED_APPS = (
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.sites',
'django.contrib.messages',
'hostproof_auth',
)
AUTH_USER_MODEL = 'hostproof_auth.User'
AUTHENTICATION_BACKENDS = (
'hostproof_auth.auth.ModelBackend',
)
|
x,y = input().split()
x,y = [float(x),float(y)]
if x == y == 0:
print("Origem")
elif x == 0:
print("Eixo Y")
elif y == 0:
print("Eixo X")
elif x > 0 and y > 0:
print("Q1")
elif x < 0 and y > 0:
print("Q2")
elif x < 0 and y < 0:
print("Q3")
else:
print("Q4")
|
# -*- coding: utf-8 -*-
def square(x):
return x * x
def cube(x):
return x * x * x
def quad(x):
return x * x * x * x
def my_map(func, arg_list):
result=[]
for i in arg_list:
result.append(func(i)) #square 함수 호출, func == square
return result
num_list=[1, 2, 3, 4, 5]
squares = my_map(square, num_list)
cubes = my_map(cube, num_list)
quads = my_map(quad, num_list)
print(squares)
print(cubes)
print(quads) |
"""
Good morning! Here's your coding interview problem for today.
This problem was asked by Apple.
Implement a queue using two stacks. Recall that a queue is a FIFO (first-in, first-out) data structure with the following methods: enqueue, which inserts an element into the queue, and dequeue, which removes it.
https://www.youtube.com/watch?v=AN0axYeLue0
https://www.geeksforgeeks.org/queue-using-stacks/
https://coderbyte.com/algorithm/implement-queue-using-two-stacks
"""
# implement stacks using plain lists with push and pop functions
stack1 = []
stack2 = []
# implement enqueue method by using only stacks
# and the append and pop functions
def enqueue(element):
stack1.append(element)
# implement dequeue method by pushing all elements
# from stack 1 into stack 2, which reverses the order
# and then popping from stack 2
def dequeue():
if len(stack2) == 0:
if len(stack1) == 0:
return 'Cannot dequeue because queue is empty'
while len(stack1) > 0:
stack2.append(stack1.pop())
return stack2.pop()
enqueue('a')
enqueue('b')
enqueue('c')
print(dequeue())
print(dequeue())
|
class Solution:
def countOrders(self, n: int) -> int:
kMod = int(1e9) + 7
ans = 1
for i in range(1, n + 1):
ans = ans * i * (i * 2 - 1) % kMod
return ans
|
#########################################
# InMoovArm.py
# more info @: http://myrobotlab.org/service/InMoovArm
#########################################
# this script is provided as a basic scripting guide
# most parts can be run by uncommenting them
# InMoov now can be started in modular pieces through the .config files from full script
# although this script is very short you can still
# do voice control of a InMoov head
# It uses WebkitSpeechRecognition, so you need to use Chrome as your default browser for this script t
#leftPort = "COM20" #modify port according to your board
rightPort = "COM7" #modify port according to your board
# start optional virtual arduino service, used for internal test and virtual inmoov
# virtual=True
if ('virtual' in globals() and virtual):
virtualArduinoRight = Runtime.start("virtualArduinoRight", "VirtualArduino")
virtualArduinoRight.connect(rightPort)
# end used for internal test
#to tweak the default voice
Voice="cmu-bdl-hsmm" #Male US voice
#Voice="cmu-slt-hsmm" #Default female for MarySpeech
mouth = Runtime.createAndStart("i01.mouth", "MarySpeech")
#mouth.installComponentsAcceptLicense(Voice)
mouth.setVoice(Voice)
##############
# starting InMoov service
i01 = Runtime.create("i01", "InMoov")
#Force Arduino to connect (fix Todo)
#left = Runtime.createAndStart("i01.left", "Arduino")
#left.connect(leftPort)
right = Runtime.createAndStart("i01.right", "Arduino")
right.connect(rightPort)
##############
# starting parts
i01.startEar()
# Start the webgui service without starting the browser
webgui = Runtime.create("WebGui","WebGui")
webgui.autoStartBrowser(False)
webgui.startService()
# Then start the browsers and show the WebkitSpeechRecognition service named i01.ear
webgui.startBrowser("http://localhost:8888/#/service/i01.ear")
# As an alternative you can use the line below to show all services in the browser. In that case you should comment out all lines above that starts with webgui.
# webgui = Runtime.createAndStart("webgui","WebGui")
i01.startMouth()
##############
#leftArm = Runtime.create("i01.leftArm","InMoovArm")
#tweak defaults LeftArm
#Velocity
#leftArm.bicep.setVelocity(-1)
#leftArm.rotate.setVelocity(-1)
#leftArm.shoulder.setVelocity(-1)
#leftArm.omoplate.setVelocity(-1)
#Mapping
#leftArm.bicep.map(0,90,45,96)
#leftArm.rotate.map(40,180,60,142)
#leftArm.shoulder.map(0,180,44,150)
#leftArm.omoplate.map(10,80,42,80)
#Rest position
#leftArm.bicep.setRest(5)
#leftArm.rotate.setRest(90)
#leftArm.shoulder.setRest(30)
#leftArm.omoplate.setRest(10)
#################
rightArm = Runtime.create("i01.rightArm","InMoovArm")
# tweak default RightArm
#Velocity
rightArm.bicep.setVelocity(-1)
rightArm.rotate.setVelocity(-1)
rightArm.shoulder.setVelocity(-1)
rightArm.omoplate.setVelocity(-1)
#Mapping
rightArm.bicep.map(0,90,45,96)
rightArm.rotate.map(40,180,75,130)
rightArm.shoulder.map(0,180,44,150)
rightArm.omoplate.map(10,80,43,80)
#Rest position
rightArm.bicep.setRest(5)
rightArm.rotate.setRest(90)
rightArm.shoulder.setRest(30)
rightArm.omoplate.setRest(10)
#################
i01 = Runtime.start("i01","InMoov")
#################
#i01.startLeftArm(leftPort)
i01.startRightArm(rightPort)
#################
#i01.leftArm.setAutoDisable(True)
i01.rightArm.setAutoDisable(True)
#################
# verbal commands
ear = i01.ear
ear.addCommand("attach everything", "i01", "enable")
ear.addCommand("disconnect everything", "i01", "disable")
ear.addCommand("attach left arm", "i01.leftArm", "enable")
ear.addCommand("disconnect left arm", "i01.leftArm", "disable")
ear.addCommand("attach right arm", "i01.rightArm", "enable")
ear.addCommand("disconnect right arm", "i01.rightArm", "disable")
ear.addCommand("rest", "python", "rest")
ear.addCommand("full speed", "python", "fullspeed")
ear.addCommand("arms front", "python", "armsFront")
ear.addCommand("da vinci", "python", "daVinci")
ear.addCommand("capture gesture", ear.getName(), "captureGesture")
ear.addCommand("manual", ear.getName(), "lockOutAllGrammarExcept", "voice control")
ear.addCommand("voice control", ear.getName(), "clearLock")
# Confirmations and Negations are not supported yet in WebkitSpeechRecognition
# So commands will execute immediatley
ear.addComfirmations("yes","correct","ya","yeah", "yes please", "yes of course")
ear.addNegations("no","wrong","nope","nah","no thank you", "no thanks")
############
ear.startListening()
def rest():
#i01.setArmVelocity("left", -1, -1, -1, -1)
i01.setArmVelocity("right", -1, -1, -1, -1)
#i01.moveArm("left",5,90,30,10)
i01.moveArm("right",5,90,30,10)
i01.mouth.speak("Ok, taking rest")
def fullspeed():
#i01.setArmVelocity("left", -1, -1, -1, -1)
i01.setArmVelocity("right", -1, -1, -1, -1)
i01.mouth.speak("All my servos are set to full speed")
def armsFront():
#i01.moveArm("left",13,115,100,20)
i01.moveArm("right",13,115,100,20)
i01.mouth.speak("Moving my arms in front of me")
def daVinci():
i01.startedGesture()
#i01.setArmSpeed("left", 0.80, 0.80, 0.80, 0.80)
i01.setArmVelocity("right", 40, 40, 40, 40)
#i01.moveArm("left",0,118,29,74)
i01.moveArm("right",0,118,29,74)
i01.mouth.speak("This is the pose of Leonardo Da Vinci")
sleep(10)
i01.finishedGesture()
#i01.setArmSpeed("left", 0.70, 0.70, 0.70, 0.70)
i01.setArmSpeed("right", 30, 30, 30, 30)
#i01.moveArm("left",5,90,30,10)
i01.moveArm("right",5,90,30,10) |
MODE_PLANNING = "Planning"
MODE_NLP = "NLP"
ROWS = 8 # rows in maze
COLS = 8 # columns in maze
GRID_DX = 20.0#20.0 # x-dimension of the grid world
GRID_DY = 10.0#20.0 # y-dimension of the grid world
GRID_DZ = 3.0 * .75 * .5# z-dimension of the grid world
MAX_STEPS = ROWS * COLS * 2 * 90# max number of steps - no need to visit each cell more then twice!
STEP_DELAY = 3.0 # number of seconds to wait between the sense-act-step repeats
NUDGE_X = -5.0 # shift the island in +x by ...
NUDGE_Y = -5.0 # shift the island in +y by ...
WALL_TEMPLATE = "data/shapes/wall/BrickWall.xml"
HISTORY_LENGTH = 5 # number of state-action pairs used to determine if the agent is stuck
OBSTACLE_MASK = 1 #0b0001
AGENT_MASK = 2 #0b0010
|
"""
"""
class Order:
pass |
fim = int(input('Digite o último número: '))
x = 1
while x <= fim:
print(x)
x = x + 2
|
# Copyright (C) 2016 Goban authors
#
# This software may be modified and distributed under the terms
# of the MIT license. See the LICENSE file for details.
class ColoredStone:
def __init__(self, color):
if color < 0:
raise Exception("invalid stone color")
self.__color = color
def get_color(self):
return self.__color
def set_color(self, color):
if color < 0:
raise Exception("invalid stone color")
self.__color = color
|
# MULTIPLY STRINGS LEETCODE SOLUTION:
# creating a class.
class Solution(object):
# creating a function to solve the problem.
def multiply(self, num1, num2):
# converting the given strings to integers.
num1 = int(num1)
num2 = int(num2)
# code to find the product of the integers.
product = num1 * num2
# returning the product as a string.
return str(product) |
def fibonacci(N):
"""Return all fibonacci numbers up to N. """
yield 0
if N == 0:
return
a = 0
b = 1
while b <= N:
yield b
a, b = b, a + b
print(list(fibonacci(0))) # [0]
print(list(fibonacci(1))) # [0, 1, 1]
print(list(fibonacci(50))) # [0, 1, 1, 2, 3, 5, 8, 13, 21, 34]
|
def stream_audio(p, chunk, job):
wf = wave.open(job, 'rb')
stream = p.open(format=p.get_format_from_width(wf.getsampwidth()),
channels=wf.getnchannels(),
rate=wf.getframerate(),
output=True)
data = wf.readframes(chunk)
while data != b'':
print(calculate_position_percent(wf.tell(), wf.getnframes()))
stream.write(data)
data = wf.readframes(chunk)
# Check queue and load next element
# stop stream (6)
stream.stop_stream()
stream.close()
wf.close()
return True
def check_audio_device(p):
p.get_default_output_device_info()
device_count = p.get_device_count()
for i in range(0, device_count):
yield p.get_device_info_by_index(i)["name"],p.get_device_info_by_index(i)["index"]
|
# i = 1
#
# while i <= 5:
# print(i)
# i = i + 1
#
# print("Done")
secret_number = 9
guess_count = 0
guess_limit = 3
while guess_count < guess_limit:
guess = int(input('Guess: '))
guess_count += 1
if guess == secret_number:
print('You won!')
break
else:
print("Sorry, you failed to guess the number")
|
# Tic-Tac-Toe
CROSS = "X"
CIRCLE = "O"
def make_grid():
return list(range(1, 10))
def print_start():
print("Welcome to tic-tac-toe!!!!")
def print_end(winner):
print(winner, "was the winner!!!")
def three_horizontal(grid, player):
for i in range(0,9,3):
if grid[i] == player and grid[i + 1] == player and grid[i + 2] == player:
return True
return False
def three_vertical(grid, player):
for i in range(3):
if grid[i] == player and grid[i + 3] == player and grid[i + 6] == player:
return True
return False
def three_diagonal(grid, player):
first_diagonal = grid[0] == player and grid[4] == player and grid[8] == player
second_diagonal = grid[2] == player and grid[4] == player and grid[6] == player
return first_diagonal or second_diagonal
def is_win(grid, player):
return (three_vertical(grid, player) or
three_horizontal(grid, player) or
three_diagonal(grid, player))
def is_tie(grid):
for i in grid:
if i is not CROSS and i is not CIRCLE:
return False
return True
def draw_grid(grid):
for i in range(0,9,3):
print(str(grid[i]) + "|" + str(grid[i + 1]) + "|" + str(grid[i + 2]))
if i < 6:
print("-----")
print("")
def is_empty(grid, location):
if str(grid[location]) not in CROSS + CIRCLE:
return True
return False
def input_step(player, board):
location = int(input("Where do you want to put your token? "))
if location < 1 or location > 9 or not is_empty(grid, location - 1):
print("Your input was not valid!")
input_step(player, board)
else:
set_board_value(board, player, location - 1)
def set_board_value(board, value, index):
board[index] = value
def change_players(player):
if player == CROSS:
return CIRCLE
else:
return CROSS
grid = make_grid()
current_player = CROSS
print_start()
while not (is_win(grid, change_players(current_player)) or is_tie(grid)):
draw_grid(grid)
input_step(current_player, grid)
current_player = change_players(current_player)
draw_grid(grid)
print_end(change_players(current_player))
|
# 16文字
str_sample_1 = '0123456789abcdef'
# 16文字（アンダースコア入り）
str_sample_2 = '01234_6789ab_def'
# 文字「7」を区切りに分解
divided_sample_1 = str_sample_1.split('7')
print(f'divided_sample_1 : {divided_sample_1} ←区切りとなった「7」は含まれない')
# 文字「_」を区切りに分解
divided_sample_2 = str_sample_2.split('_')
print(f'divided_sample_2 : {divided_sample_2} ←区切りとなった「_」は含まれない')
|
# https://leetcode.com/problems/longest-word-in-dictionary-through-deleting/
# Given a string s and a string array dictionary, return the longest string in the
# dictionary that can be formed by deleting some of the given string characters.
# If there is more than one possible result, return the longest word with the
# smallest lexicographical order. If there is no possible result, return the empty
# string.
################################################################################
# sort dict and check if key can be substr
class Solution:
def findLongestWord(self, s: str, dictionary: List[str]) -> str:
dictionary.sort(key=lambda x: (-len(x), x))
for key in dictionary:
# if key is a substr of s
if self.is_substr(key, s):
return key
return ''
def is_substr(self, substr, s):
i = j = 0
while i < len(substr) and j < len(s):
if substr[i] == s[j]: # move i only when there is a match
i += 1
j += 1
return i == len(substr)
|
# Copyright 2015 The Chromium Authors. All rights reserved.
# Use of this source code is governed by a BSD-style license that can be
# found in the LICENSE file.
class Failure(Exception):
"""StoryTest Exception raised when an undesired but designed-for problem."""
class StoryTest(object):
"""A class for creating story tests.
The overall test run control flow follows this order:
test.WillRunStory
state.WillRunStory
state.RunStory
test.Measure
state.DidRunStory
test.DidRunStory
"""
def WillRunStory(self, platform):
"""Override to do any action before running the story.
This is run before state.WillRunStory.
Args:
platform: The platform that the story will run on.
"""
raise NotImplementedError()
def Measure(self, platform, results):
"""Override to take the measurement.
This is run only if state.RunStory is successful.
Args:
platform: The platform that the story will run on.
results: The results of running the story.
"""
raise NotImplementedError()
def DidRunStory(self, platform, results):
"""Override to do any action after running the story, e.g., clean up.
This is run after state.DidRunStory. And this is always called even if the
test run failed. The |results| object can be used to stored debugging info
related to run.
Args:
platform: The platform that the story will run on.
results: The results of running the story.
"""
raise NotImplementedError()
|
def process_bike_count_data(df):
"""
Process the provided dataframe: parse datetimes and rename columns.
"""
df.index = pd.to_datetime(df['dag'] + ' ' + df['tijdstip'], format="%d.%m.%y %H:%M:%S")
df = df.drop(['dag', 'tijdstip'], axis=1)
df = df.rename(columns={'noord': 'north', 'zuid':'south', 'actief': 'active'})
return df |
def print_function(args, fun):
for x in args:
print('f(', x,')=', fun(x), sep='')
def poly(x):
return 2 * x**2 - 4 * x + 2
print_function([x for x in range(-2, 3)], poly)
# [-2, -1, 0, 1, 2] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.