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update_demo_data.rb
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update_demo_data.rb
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# Update Demo Data
# This script updates the demo data.
###############################################################################
# Required Libraries
###############################################################################
require 'uri'
require 'json'
require 'time'
###############################################################################
# Global Variables/Settings
###############################################################################
# Default number of recommendations to produce for each policy
$default_iterations = 50
###############################################################################
# AWS Data Methods
###############################################################################
def get_random_aws_account
aws_account_list = [
"999773517191",
"138186646095",
"353197488767",
"516702013600",
"627286410625",
"165283112664",
"646728909564",
"620368136857",
"665319725593",
"925894598672",
"766083082562"
]
return aws_account_list.sample
end
def get_random_aws_region
aws_region_list = [
"us-east-2",
"us-east-1",
"us-west-1",
"us-west-2",
"ap-east-1",
"ap-northeast-3",
"ca-central-1",
"eu-central-1",
"eu-west-1",
"eu-west-2"
]
return aws_region_list.sample
end
def get_random_aws_region_pretty
aws_region_list = [
"EU (London)",
"US East (N. Virginia)",
"Asia Pacific (Mumbai)",
"EU (Frankfurt)",
"Asia Pacific (Tokyo)",
"Asia Pacific (Sydney)",
"US West (Oregon)",
"EU (Ireland)",
"EU (Paris)",
"Asia Pacific (Singapore)"
]
return aws_region_list.sample
end
def get_random_aws_ec2_size
aws_ec2_type_list = [
[ "c5n.xlarge", "c4n.xlarge", "c3n.xlarge" ],
[ "m6i.8xlarge", "m5i.8xlarge", "m4i.8xlarge" ],
[ "r5.2xlarge", "r4.2xlarge" , "r3.2xlarge" ],
[ "m5.8xlarge", "m4.8xlarge", "m3.8xlarge" ],
[ "r5.xlarge", "r4.xlarge", "r3.xlarge" ],
[ "c4n.xlarge", "c3n.xlarge", "c2n.xlarge" ],
[ "m5i.8xlarge", "m4i.8xlarge", "m3i.8xlarge" ],
[ "r4.2xlarge", "r3.2xlarge", "r2.2xlarge" ],
[ "m4.8xlarge", "m3.8xlarge", "m2.8xlarge" ],
[ "c4n.xlarge", "c3n.xlarge", "c2n.xlarge" ]
]
return aws_ec2_type_list.sample
end
###############################################################################
# Azure Data Methods
###############################################################################
def get_random_azure_account
azure_account_list = [
"ca1eeeca-231f-4a91-a740-04eaeb043516",
"ceee86e2-a6cf-4a62-8004-1313cc581679",
"1aec08f2-c15d-4c32-919c-4bab940f69f3",
"13e8d4fc-8226-45a0-88cf-2979d3e9eba9",
"1af450b2-ce7a-4af5-9ebc-a13461fe1e32",
"6383b3a2-a8c4-4c07-8acf-f38e08fc7622",
"8752afcb-f9b4-453b-b34c-cb9f3a9a0247",
"9c6588cd-ca5e-429d-adc7-5292d3880914",
"912102ae-2e57-4094-bb8a-63a7d1c38207",
"57e25d4f-1ba6-4ac3-8ae9-455e3f0236ec",
"f048a88c-9bc9-43cf-a30d-f48c94708866"
]
return azure_account_list.sample
end
def get_random_azure_region
azure_region_list = [
"southcentralus",
"eastus",
"eastus2",
"westus2",
"australiaeast",
"southeastasia",
"northeurope",
"uksouth",
"centralus",
"centralindia"
]
return azure_region_list.sample
end
def get_random_azure_compute_size
azure_compute_type_list = [
[ "Standard_A2_v2", "Standard_A1_v2" ],
[ "Standard_A4_v2", "Standard_A3_v2" ],
[ "Standard_B12ms", "Standard_B8ms" ],
[ "Standard_B16as_v2", "Standard_B12as_v2" ],
[ "Standard_B16ms", "Standard_B12ms" ],
[ "Standard_B2ms", "Standard_B1ms" ],
[ "Standard_B2s", "Standard_B1s" ],
[ "Standard_B32as_v2", "Standard_B16as_v2" ],
[ "Standard_D16_v3", "Standard_D8_v3" ],
[ "Standard_B4ms", "Standard_B2ms" ]
]
return azure_compute_type_list.sample
end
def get_random_azure_meter
azure_meter_list = [
"b63d64fe-ebd5-42b6-b3f9-a4d129af7cb1",
"93d67b35-6ba6-4d8f-8d2e-7348b4fe67e9",
"8175f1bd-7d38-4fd7-a38f-789dbaa8594d",
"d2c568ba-3bf1-4b2c-867a-c6fe097a79a2",
"6d6e5e2b-45c9-42c3-8fe5-1f50a6a63f96",
"f8bb8cde-69d2-460d-9277-3d5466da6aa7",
"64b0fb7d-a3cd-4f16-8aeb-8b47fb47a56c",
"d1b4cb48-2dc5-4626-a5cb-f4d97c00e99a",
"a4f6cb5a-40fb-4061-9b37-e4c61b6a4c51",
"c7b13d8e-9c9c-4a67-8cfd-824b9b4f79a8"
]
return azure_meter_list.sample
end
def get_random_azure_db_ri_sku
azure_db_sku_list = [
"SQLMI_BC_Compute_Gen5",
"SQLDB_HyperScale_Compute_Gen5",
"SQLDB_BC_Compute_Gen5",
"SQLDB_GP_Compute_Gen5",
"SQLMI_BC_Compute_Gen5",
"SQLMI_GP_Compute_Gen5",
"SQLMI_BC_Compute_Gen5",
"SQLDB_HyperScale_Compute_Gen5",
"SQLDB_BC_Compute_Gen5",
"SQLDB_GP_Compute_Gen5"
]
return azure_db_sku_list.sample
end
def get_random_azure_db_sku
azure_db_sku_list = [
{ "name": "Standard", "tier": "Standard" },
{ "name": "Standard", "tier": "Standard" },
{ "name": "Standard", "tier": "Standard" },
{ "name": "Premium", "tier": "Premium" },
{ "name": "DataWarehouse", "tier": "DataWarehouse" },
{ "name": "GP_Gen4", "tier": "GeneralPurpose" },
{ "name": "GP_Gen5", "tier": "GeneralPurpose" },
{ "name": "GP_Gen5", "tier": "GeneralPurpose" },
{ "name": "GP_Gen5", "tier": "GeneralPurpose" },
{ "name": "HS_Gen5", "tier": "Hyperscale" },
{ "name": "BC_Gen5", "tier": "BusinessCritical" }
]
return azure_db_sku_list.sample
end
###############################################################################
# Google Data Methods
###############################################################################
def get_random_google_compute_size
google_compute_type_list = [
[ "e2-standard-8", "e2-standard-4" ],
[ "n2-standard-16", "n2-standard-8" ],
[ "n2-highmem-8", "n2-highmem-4" ],
[ "n2-highcpu-32", "n2-highcpu-16" ],
[ "n2d-standard-64", "n2d-standard-32" ],
[ "c2-standard-30", "c2-standard-16" ],
[ "m2-ultramem-208", "m2-ultramem-104" ],
[ "n1-standard-16", "n1-standard-8" ],
[ "n1-highmem-2", "n1-highmem-1" ],
[ "e2-micro", "e2-nano" ]
]
return google_compute_type_list.sample
end
def get_random_google_compute_platform
google_compute_platform_list = [
"Intel Skylake",
"Intel Cascade Lake",
"Intel Haswell",
"Intel Sandy Bridge",
"AMD Rome"
]
return google_compute_platform_list.sample
end
def get_random_google_region
google_region_list = [
"us-central1",
"europe-west1",
"asia-northeast1",
"us-west1",
"australia-southeast1",
"southamerica-east1",
"northamerica-northeast1",
"europe-west4",
"asia-southeast2",
"europe-west6"
]
return google_region_list.sample
end
def get_random_google_zone(region)
case rand(1..3)
when 1
zone = region + "-a"
when 2
zone = region + "-b"
when 3
zone = region + "-c"
end
return zone
end
def get_random_google_db_version
google_db_version_list = [
"MYSQL_5_6",
"MYSQL_5_7",
"MYSQL_8_0_28",
"MYSQL_8_0_30",
"MYSQL_8_0_33",
"MYSQL_8_0_36",
"SQLSERVER_2017_STANDARD",
"SQLSERVER_2022_STANDARD",
"POSTGRES_13",
"POSTGRES_14",
"POSTGRES_15"
]
return google_db_version_list.sample
end
def get_random_google_cud_description
google_cud_description_list = [
"Purchase a 1 year new standard CUD for RegularCore CPU",
"Purchase a 1 year new standard CUD for RegularRAM memory",
"Purchase a 1 year new standard CUD for E2Core CPU",
"Purchase a 1 year new standard CUD for E2RAM memory",
"Purchase a 1 year new standard CUD for N2DRAM memory",
"Purchase a 1 year new standard CUD for N2DCore CPU",
"Purchase a 1 year additional standard CUD for RegularCore CPU",
"Purchase a 1 year additional standard CUD for RegularRAM memory",
"Purchase a 1 year additional standard CUD for E2RAM memory",
"Purchase a 1 year additional standard CUD for N2DCore CPU"
]
return google_cud_description_list.sample
end
###############################################################################
# General Data Methods
###############################################################################
def get_random_tags
tag_list = [
"environment=prod, app=paymentGateway",
"environment=dev, app=dataAnalytics",
"environment=prod, app=userManagement",
"environment=dev, app=reportingService",
"environment=staging, app=invoiceProcessing",
"environment=prod, app=emailService",
"environment=prod, app=securityModule",
"environment=dev, app=inventoryManagement",
"environment=prod, app=customerSupport",
"environment=staging, app=crmModule",
"environment=prod, app=customerSupport, team=security, tier=web",
"environment=dev, app=reportingService, tier=web",
"environment=test, app=billingService, team=backend",
"environment=qa, app=customerSupport, tier=application",
"environment=staging, app=invoiceProcessing",
"environment=prod, app=securityModule",
"environment=test, app=dataWarehouse",
"environment=staging, app=dataAnalytics, team=backend, tier=web",
"environment=prod, app=userManagement",
"environment=dev, app=securityModule, team=infra",
"environment=dev, app=customerSupport, tier=application",
"environment=prod, app=reportingService, team=backend, tier=web",
"environment=test, app=paymentGateway, tier=application"
]
return tag_list.sample
end
def get_random_name
adjectives = [
"quick", "lazy", "drowsy", "excited", "adventurous", "jolly", "brave", "calm",
"eager", "fierce", "gentle", "happy", "innocent", "jovial", "kind", "lively",
"merry", "nervous", "obedient", "proud", "relieved", "silly", "thankful",
"upbeat", "vivacious", "witty", "excited", "youthful", "zealous", "quirky",
"red", "large", "rotund", "small", "blue", "green", "yellow", "oval", "square",
"rectangular", "circular", "tall", "short", "massive", "tiny", "gigantic",
"purple", "orange", "black", "white", "thin", "wide", "narrow", "flat", "round",
"cylindrical", "spherical", "elliptical", "bright", "dark", "vibrant", "dull",
"shiny", "matte", "translucent", "transparent", "opaque", "metallic",
"fluorescent", "glossy"
]
nouns = [
"ant", "bear", "cat", "dog", "eel", "fox", "goat", "horse", "ibis", "jaguar",
"kangaroo", "lion", "mouse", "newt", "owl", "penguin", "quail", "rabbit",
"snake", "tiger", "urchin", "viper", "whale", "xerus", "yak", "zebra", "parrot",
"octopus", "giraffe", "elephant", "apple", "banana", "aubergine", "orange",
"strawberry", "grape", "mango", "peach", "pear", "watermelon", "tomato",
"cucumber", "carrot", "lettuce", "broccoli", "spinach", "potato", "onion",
"garlic", "pepper", "zucchini", "corn", "pineapple", "kiwi", "lemon", "lime",
"blueberry", "raspberry", "blackberry", "cherry", "melon", "papaya", "plum",
"pomegranate", "avocado", "coconut", "grapefruit", "kale", "mushroom", "olive",
"peas", "pumpkin", "radish", "yam", "turnip", "Eris", "Jupiter",
"Phobos", "Mars", "Venus", "Saturn", "Mercury", "Neptune", "Uranus", "Pluto",
"Earth", "Moon", "Sun", "Callisto", "Europa", "Ganymede", "Io", "Titan",
"Iapetus", "Dione", "Triton", "Charon", "Ceres", "Pallas", "Vesta", "Hygiea",
"Orcus", "Haumea", "Makemake", "Sedna", "Quaoar", "Gonggong", "Eunomia", "Juno",
"Psyche", "Chiron", "Chariklo", "Eris", "Nessus"
]
return "#{adjectives.sample}#{nouns.sample}".downcase
end
def get_random_time
six_months = 6 * 30 * 24 * 60 * 60
three_years = 3 * 365 * 24 * 60 * 60
random_seconds = rand(six_months..three_years)
random_past_time = Time.now - random_seconds
return random_past_time.iso8601
end
def get_random_date(year)
start = Time.new(year, 1, 1) # Start from January 1st of the given year
end_time = Time.new(year + 1, 1, 1) # End at December 31st of the given year
random_time = start + rand(end_time - start) # Generate a random Time instance within the year
return random_time.iso8601 # Return the ISO 8601 string representation of the random date
end
def get_random_string(length = 26, casing = "upper")
characters = ('A'..'Z').to_a + ('0'..'9').to_a if casing == "upper"
characters = ('a'..'z').to_a + ('0'..'9').to_a if casing == "lower"
characters = ('A'..'Z').to_a + ('a'..'z').to_a + ('0'..'9').to_a if casing == "all"
return (0...length).map { characters.sample }.join
end
def get_random_hex_string(length = 17)
hex_string = ''
number_of_bytes = (length + 1) / 2
number_of_bytes.times do
hex_string << rand(0..255).to_s(16).rjust(2, '0')
end
return hex_string[0...length]
end
def get_random_ip_address
return rand(11..240).to_s + "." + rand(11..240).to_s + "." + rand(11..240).to_s + "." + rand(11..240).to_s
end
def get_random_savings(minimum = 1, maximum = 1000)
return rand(minimum..maximum) + (rand(1..99).to_f / 100)
end
def get_currency
return "US$"
end
###############################################################################
# Misc. Methods
###############################################################################
def write_demo_data(data, filepath)
File.open(filepath, "w") do |file|
file.write(JSON.pretty_generate(data))
end
end
###############################################################################
# Demo Data Generation Methods
###############################################################################
def aws_delete_old_snapshots(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
resourceID = get_random_name
service = "EC2"
recommendationDetails = [
"Delete ", service, " snapshot ", resourceID, " ",
"in AWS Account ", accountName, " (", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": get_random_name,
"tags": get_random_tags,
"age": rand(1..200),
"size": rand(20..500),
"service": service,
"recommendationDetails": recommendationDetails,
"parentType": "EBS Volume",
"parentId": "vol-" + get_random_hex_string,
"snapshotType": "manual",
"description": "",
"resourceType": "Storage Snapshot",
"imageId": "",
"region": get_random_aws_region,
"savings": get_random_savings,
"savingsCurrency": get_currency,
"lookbackPeriod": 30,
"policy_name": "AWS Old Snapshots"
}
result << entry
end
return result
end
def aws_delete_unused_volumes(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
resourceID = "vol-" + get_random_hex_string
recommendationDetails = [
"Delete volume ", resourceID, " ",
"in AWS Account ", accountName, " ",
"(", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": get_random_name,
"tags": get_random_tags,
"age": rand(1..200),
"recommendationDetails": recommendationDetails,
"resourceType": "gp" + rand(2..3).to_s,
"region": get_random_aws_region,
"size": rand(20..500),
"status": "available",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"lookbackPeriod": 30,
"service": "EBS",
"policy_name": "AWS Unused Volumes"
}
result << entry
end
return result
end
def aws_reserved_instance_recommendations(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
instanceType = get_random_aws_ec2_size[rand(0..2)]
resourceType = instanceType.split('.')[0]
entry = {
"accountID": get_random_aws_account,
"accountName": get_random_name,
"region": get_random_aws_region,
"service": "Elastic Compute Cloud (EC2)",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"scope": "Linked",
"averageNormalizedUnitsUsedPerHour": rand(1..1000) + (rand(1..99).to_f / 100),
"averageNumberOfInstancesUsedPerHour": rand(1..1000) + (rand(1..99).to_f / 100),
"averageUtilization": rand(1..100),
"databaseEdition": "",
"databaseEngine": "",
"deploymentOption": "",
"estimatedBreakEvenInMonths": rand(1..100) + (rand(1..99).to_f / 100),
"estimatedMonthlyOnDemandCost": rand(1..1000) + (rand(1..99).to_f / 100),
"estimatedMonthlySavingsPercentage": rand(1..90),
"estimatedReservationCostForLookbackPeriod": rand(1..100) + (rand(1..99).to_f / 100),
"family": "",
"instanceClass": "",
"instanceSize": "",
"instanceType": instanceType,
"licenseModel": "",
"lookbackPeriod": 7,
"maximumNormalizedUnitsUsedPerHour": rand(1..100) + (rand(1..99).to_f / 100),
"maximumNumberOfInstancesUsedPerHour": rand(1..100) + (rand(1..99).to_f / 100),
"minimumNormalizedUnitsUsedPerHour": rand(1..100) + (rand(1..99).to_f / 100),
"minimumNumberOfInstancesUsedPerHour": rand(1..100) + (rand(1..99).to_f / 100),
"nodeType": instanceType,
"paymentOption": "Partial_Upfront",
"platform": "",
"productDescription": "Linux/UNIX",
"recommendedNormalizedUnitsToPurchase": rand(1..10),
"recommendedQuantity": rand(1..10),
"recurringStandardMonthlyCost": rand(1..1000) + (rand(1..99).to_f / 100),
"sizeFlexEligible": "false",
"tenancy": "Shared",
"upfrontCost": rand(1..1000) + (rand(1..99).to_f / 100),
"resourceType": resourceType,
"term": "1 year",
"policy_name": "AWS Reserved Instances Recommendations"
}
result << entry
end
return result
end
def aws_rightsize_ec2_instances_underutil(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
resourceID = "i-" + get_random_hex_string
type = get_random_aws_ec2_size
resourceType = type[0]
newResourceType = type[1]
recommendationDetails = [
"Change instance type of EC2 instance ", resourceID, " ",
"in AWS Account ", accountName, " ",
"(", accountID, ") ",
"from ", resourceType, " ",
"to ", newResourceType
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": get_random_name,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"recommendationType": "Downsize",
"resourceType": resourceType,
"newResourceType": newResourceType,
"region": get_random_aws_region,
"platform": "Linux/UNIX",
"hostname": get_random_ip_address,
"savings": get_random_savings,
"savingsCurrency": get_currency,
"launchTime": get_random_date(rand((Time.now.year - 4)..(Time.now.year - 1))),
"cpu_maximum": rand(60..99) + (rand(1..99).to_f / 100),
"cpu_minimum": rand(1..10) + (rand(1..99).to_f / 100),
"cpu_average": rand(11..39) + (rand(1..99).to_f / 100),
"cpu_p99": rand(60..99) + (rand(1..99).to_f / 100),
"cpu_p95": rand(1..10) + (rand(1..99).to_f / 100),
"cpu_p90": rand(11..39) + (rand(1..99).to_f / 100),
"mem_maximum": rand(60..99) + (rand(1..99).to_f / 100),
"mem_minimum": rand(1..10) + (rand(1..99).to_f / 100),
"mem_average": rand(11..39) + (rand(1..99).to_f / 100),
"mem_p99": rand(60..99) + (rand(1..99).to_f / 100),
"mem_p95": rand(1..10) + (rand(1..99).to_f / 100),
"mem_p90": rand(11..39) + (rand(1..99).to_f / 100),
"thresholdType": "Average",
"threshold": 40,
"memoryThreshold": 40,
"lookbackPeriod": 30,
"service": "EC2",
"policy_name": "AWS Rightsize EC2 Instances"
}
result << entry
end
return result
end
def aws_rightsize_ec2_instances_idle(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
resourceID = "i-" + get_random_hex_string
recommendationDetails = [
"Terminate EC2 instance ", resourceID, " ",
"in AWS Account ", accountName, " ",
"(", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": get_random_name,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"recommendationType": "Terminate",
"resourceType": get_random_aws_ec2_size[rand(0..2)],
"region": get_random_aws_region,
"platform": "Linux/UNIX",
"hostname": get_random_ip_address,
"savings": get_random_savings,
"savingsCurrency": get_currency,
"launchTime": get_random_date(rand((Time.now.year - 4)..(Time.now.year - 1))),
"cpu_maximum": rand(5..20) + (rand(1..99).to_f / 100),
"cpu_minimum": rand(1..2) + (rand(1..99).to_f / 100),
"cpu_average": rand(3..4) + (rand(1..99).to_f / 100),
"cpu_p99": rand(5..20) + (rand(1..99).to_f / 100),
"cpu_p95": rand(1..2) + (rand(1..99).to_f / 100),
"cpu_p90": rand(3..4) + (rand(1..99).to_f / 100),
"mem_maximum": rand(5..20) + (rand(1..99).to_f / 100),
"mem_minimum": rand(1..2) + (rand(1..99).to_f / 100),
"mem_average": rand(3..4) + (rand(1..99).to_f / 100),
"mem_p99": rand(5..20) + (rand(1..99).to_f / 100),
"mem_p95": rand(1..2) + (rand(1..99).to_f / 100),
"mem_p90": rand(3..4) + (rand(1..99).to_f / 100),
"thresholdType": "Average",
"threshold": 5,
"memoryThreshold": 5,
"lookbackPeriod": 30,
"service": "EC2",
"policy_name": "AWS Rightsize EC2 Instances"
}
result << entry
end
return result
end
def aws_rightsize_rds_instance_underutil(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
region = get_random_aws_region
resourceName = get_random_name
resourceID = "db-" + get_random_string
type = get_random_aws_ec2_size
resourceType = "db." + type[0]
newResourceType = "db." + type[1]
arn = "arn:aws:rds:" + region + ":" + accountID + ":" + resourceName
recommendationDetails = [
"Downsize AWS RDS instance ", resourceName, " ",
"in AWS Account ", accountName, " ",
"(", accountID, ") ",
"from ", resourceType, " ",
"to ", newResourceType
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": resourceName,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"recommendationType": "Downsize",
"region": region,
"availabilityZone": region + "a",
"state": "",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"privateDnsName": "",
"resourceType": resourceType,
"newResourceType": newResourceType,
"cpuMaximum": rand(60..99) + (rand(1..99).to_f / 100),
"cpuMinimum": rand(1..10) + (rand(1..99).to_f / 100),
"cpuAverage": rand(11..39) + (rand(1..99).to_f / 100),
"cpuP99": rand(60..99) + (rand(1..99).to_f / 100),
"cpuP95": rand(1..10) + (rand(1..99).to_f / 100),
"cpuP90": rand(11..39) + (rand(1..99).to_f / 100),
"databaseEngine": "aurora-postgresql",
"engineVersion": rand(2..9),
"vcpus": 2**rand(0..5),
"licenseModel": "",
"arn": arn,
"platform": "aurora-postgresql",
"service": "AmazonRDS",
"lookbackPeriod": 30,
"policy_name": "AWS Rightsize RDS Instances"
}
result << entry
end
return result
end
def aws_rightsize_rds_instances_idle(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
region = get_random_aws_region
type = get_random_aws_ec2_size
resourceName = get_random_name
resourceID = "db-" + get_random_string
arn = "arn:aws:rds:" + region + ":" + accountID + ":" + resourceName
recommendationDetails = [
"Terminate RDS instance ", resourceName, " ",
"in AWS Account ", accountName, " (", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"resourceName": resourceName,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"recommendationType": "Terminate",
"region": region,
"availabilityZone": region + "a",
"state": "",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"privateDnsName": "",
"resourceType": "db." + type[0],
"databaseEngine": "aurora-postgresql",
"engineVersion": rand(2..9),
"vcpus": 2**rand(0..5),
"licenseModel": "",
"arn": arn,
"platform": "aurora-postgresql",
"service": "AmazonRDS",
"lookbackPeriod": 30,
"policy_name": "AWS Rightsize RDS Instances"
}
result << entry
end
return result
end
def aws_savings_plan_recommendations(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
offeringId = get_random_string(9, "lower") + '-' + get_random_string(4, "lower") + '-' + get_random_string(4, "lower") + '-' + get_random_string(4, "lower") + '-' + get_random_string(11, "lower")
entry = {
"accountID": get_random_aws_account,
"accountName": get_random_name,
"region": get_random_aws_region,
"service": "Elastic Compute Cloud (EC2)",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"estimatedSavingsPercentage": rand(1..90),
"estimatedSavingsPlanCost": rand(1..1000) + (rand(1..99).to_f / 100),
"lookbackPeriod": 7,
"paymentOption": "No Upfront",
"recommendedQuantity": rand(1..10),
"upfrontCost": 0,
"currentAverageHourlyOnDemandSpend": rand(30..49) + (rand(1..99).to_f / 100),
"currentMaximumHourlyOnDemandSpend": rand(50..99) + (rand(1..99).to_f / 100),
"currentMinimumHourlyOnDemandSpend": rand(1..29) + (rand(1..99).to_f / 100),
"offeringId": offeringId,
"instanceFamily": "",
"resourceType": "Compute Savings Plan",
"term": "1 year",
"policy_name": "AWS Savings Plan Recommendations"
}
result << entry
end
return result
end
def aws_unused_ip_addresses(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_aws_account
accountName = get_random_name
region = get_random_aws_region
resourceID = get_random_ip_address
ipAddress = get_random_ip_address
resourceName = get_random_name + '/' + get_random_string(4, "lower")
allocationID = "eipalloc-" + rand(10000000..99999999).to_s
recommendationDetails = [
"Release IP address ", resourceID, " ",
"in AWS Account ", accountName, " (", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceID": resourceID,
"ipAddress": ipAddress,
"resourceName": resourceName,
"resourceType": "IP Address",
"recommendationDetails": recommendationDetails,
"age": rand(1..80),
"region": region,
"tags": get_random_tags,
"allocationID": allocationID,
"savings": get_random_savings,
"savingsCurrency": get_currency,
"service": "EC2",
"domain": "standard",
"lookbackPeriod": 30,
"policy_name": "AWS Unused IP Addresses"
}
result << entry
end
return result
end
def azure_compute_rightsizing_underutil_data(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_azure_account
accountName = get_random_name
resourceGroup = get_random_name
resourceName = get_random_name
resourceId = "/subscriptions/" + accountID + "/resourceGroups/" + resourceGroup + "/providers/Microsoft.Compute/virtualMachines/" + resourceName
type = get_random_azure_compute_size
resourceType = type[0]
newResourceType = type[1]
recommendationDetails = [
"Resize Azure virtual machine ", resourceName, " ",
"in Azure Subscription ", accountName, " ",
"(", accountID, ") ",
"from ", resourceType, " to ", newResourceType
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceGroup": resourceGroup,
"resourceName": resourceName,
"resourceID": resourceId,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"resourceType": resourceType,
"newResourceType": newResourceType,
"resourceKind": "Microsoft.Compute/virtualMachines",
"region": get_random_azure_region,
"osType": "Linux",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"cpu_maximum": rand(60..99) + (rand(1..99).to_f / 100),
"cpu_minimum": rand(1..10) + (rand(1..99).to_f / 100),
"cpu_average": rand(11..39) + (rand(1..99).to_f / 100),
"mem_maximum": rand(60..99) + (rand(1..99).to_f / 100),
"mem_minimum": rand(1..10) + (rand(1..99).to_f / 100),
"mem_average": rand(11..39) + (rand(1..99).to_f / 100),
"thresholdType": "Average",
"threshold": 40,
"memoryThreshold": 40,
"lookbackPeriod": 30,
"service": "Microsoft.Compute",
"policy_name": "Azure Rightsize Compute Instances"
}
result << entry
end
return result
end
def azure_compute_rightsizing_idle_data(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_azure_account
accountName = get_random_name
resourceGroup = get_random_name
resourceName = get_random_name
resourceId = "/subscriptions/" + accountID + "/resourceGroups/" + resourceGroup + "/providers/Microsoft.Compute/virtualMachines/" + resourceName
resourceType = get_random_azure_compute_size[rand(0..1)]
recommendationDetails = [
"Delete Azure virtual machine ", resourceName, " ",
"in Azure Subscription ", accountName, " ",
"(", accountID, ")"
].join
entry = {
"accountID": accountID,
"accountName": accountName,
"resourceGroup": resourceGroup,
"resourceName": resourceName,
"resourceID": resourceId,
"tags": get_random_tags,
"recommendationDetails": recommendationDetails,
"resourceType": resourceType,
"resourceKind": "Microsoft.Compute/virtualMachines",
"region": get_random_azure_region,
"osType": "Linux",
"savings": get_random_savings,
"savingsCurrency": get_currency,
"cpu_maximum": rand(5..20) + (rand(1..99).to_f / 100),
"cpu_minimum": rand(1..2) + (rand(1..99).to_f / 100),
"cpu_average": rand(3..4) + (rand(1..99).to_f / 100),
"mem_maximum": rand(5..20) + (rand(1..99).to_f / 100),
"mem_minimum": rand(1..2) + (rand(1..99).to_f / 100),
"mem_average": rand(3..4) + (rand(1..99).to_f / 100),
"thresholdType": "Average",
"threshold": 5,
"memoryThreshold": 5,
"lookbackPeriod": 30,
"service": "Microsoft.Compute",
"policy_name": "Azure Rightsize Compute Instances"
}
result << entry
end
return result
end
def azure_delete_old_snapshots_data(iterations = $default_iterations)
result = []
for iteration in 1..iterations do
accountID = get_random_azure_account
accountName = get_random_name
resourceGroup = get_random_name
resourceName = get_random_name
resourceId = "/subscriptions/" + accountID + "/resourceGroups/" + resourceGroup + "/providers/Microsoft.Compute/snapshots/" + resourceName
recommendationDetails = [
"Delete Azure snapshot ", resourceName, " ",
"in Azure Subscription ", accountName,
" (", accountID, ")"
].join
entry = {