KaneAI - World’s First E2E Software Testing Agent.Book a Demo 
How to use describe_elastic_gpus method in localstack
Best Python code snippet using localstack_python
compute.py
Source:compute.py 
1import boto32import botocore3import json4import config5import res.utils as utils6import res.glob as glob7# to do : autoscaling, security groups8# =======================================================================================================================9#10# Supported services : EC2 (instances, EBS, Network interfaces, vpc), lambda, lightsail (full), 11# Elastic Container Service (ECS), Elastic Beanstalk, EKS, Batch12# Unsupported services : None13#14# =======================================================================================================================15# ------------------------------------------------------------------------16#17# EC2 18#19# ------------------------------------------------------------------------20def get_ec2_inventory(oId):21 """22 Returns ec2 inventory, without any analysis or any formatting23 :param oId: ownerId (AWS account)24 :type oId: string25 :return: ec2 inventory26 :rtype: json27 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/ec2.html28 """29 30 return glob.get_inventory(31 ownerId = oId,32 aws_service = "ec2", 33 aws_region = "all", 34 function_name = "describe_instances", 35 key_get = "Reservations",36 pagination = True37 )38def get_interfaces_inventory(oId):39 """40 Returns network interfaces detailed inventory41 :param oId: ownerId (AWS account)42 :type oId: string43 :return: network interfaces inventory44 :rtype: json45 """46 return glob.get_inventory(47 ownerId = oId,48 aws_service = "ec2", 49 aws_region = "all", 50 function_name = "describe_network_interfaces", 51 key_get = "NetworkInterfaces"52 )53def get_vpc_inventory(oId):54 """55 Returns VPC detailed inventory56 :param oId: ownerId (AWS account)57 :type oId: string58 :return: VPC inventory59 :rtype: json60 """61 return glob.get_inventory(62 ownerId = oId,63 aws_service = "ec2", 64 aws_region = "all", 65 function_name = "describe_vpcs", 66 key_get = "Vpcs"67 )68def get_subnet_inventory(oId):69 """70 Returns VPC subnets inventory71 :param oId: ownerId (AWS account)72 :type oId: string73 :return: VPC subnets inventory74 :rtype: json75 """76 return glob.get_inventory(77 ownerId = oId,78 aws_service = "ec2", 79 aws_region = "all", 80 function_name = "describe_subnets", 81 key_get = "Subnets"82 )83def get_ebs_inventory(oId):84 """85 Returns EBS detailed inventory86 :param oId: ownerId (AWS account)87 :type oId: string88 :return: EBS inventory89 :rtype: json90 """91 return glob.get_inventory(92 ownerId = oId,93 aws_service = "ec2", 94 aws_region = "all", 95 function_name = "describe_volumes", 96 key_get = "Volumes",97 pagination = True98 )99def get_eips_inventory(oId):100 """101 Returns Elastic IPs inventory102 :param oId: ownerId (AWS account)103 :type oId: string104 :return: Elastic IPs inventory105 :rtype: json106 """107 return glob.get_inventory(108 ownerId = oId,109 aws_service = "ec2", 110 aws_region = "all", 111 function_name = "describe_addresses", 112 key_get = "Addresses"113 )114def get_egpus_inventory(oId):115 """116 Returns Elastic GPUs inventory117 :param oId: ownerId (AWS account)118 :type oId: string119 :return: Elastic GPUs inventory120 :rtype: json121 """122 return glob.get_inventory(123 ownerId = oId,124 aws_service = "ec2", 125 aws_region = "all", 126 function_name = "describe_elastic_gpus", 127 key_get = "ElasticGpuSet"128 )129def get_sg_inventory(oId):130 """131 Returns Security Groups inventory132 :param oId: ownerId (AWS account)133 :type oId: string134 :return: Security Groups inventory135 :rtype: json136 """137 return glob.get_inventory(138 ownerId = oId,139 aws_service = "ec2", 140 aws_region = "all", 141 function_name = "describe_security_groups", 142 key_get = "SecurityGroups",143 pagination = True144 )145def get_igw_inventory(oId):146 """147 Returns Internet Gateways inventory148 :param oId: ownerId (AWS account)149 :type oId: string150 :return: Internet Gateways inventory151 :rtype: json152 """153 return glob.get_inventory(154 ownerId = oId,155 aws_service = "ec2", 156 aws_region = "all", 157 function_name = "describe_internet_gateways", 158 key_get = "InternetGateways"159 )160def get_ngw_inventory(oId):161 """162 Returns Nat Gateways inventory163 :param oId: ownerId (AWS account)164 :type oId: string165 :return: Nat Gateways inventory166 :rtype: json167 """168 return glob.get_inventory(169 ownerId = oId,170 aws_service = "ec2", 171 aws_region = "all", 172 function_name = "describe_nat_gateways", 173 key_get = "NatGateways"174 )175# ------------------------------------------------------------------------176#177# Elastic Beanstalk 178#179# ------------------------------------------------------------------------180def get_elasticbeanstalk_environments_inventory(oId):181 """182 Returns Elastic Beanstalk detailed inventory183 :param oId: ownerId (AWS account)184 :type oId: string185 :return: Elastic Beanstalk inventory (environments)186 :rtype: json187 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/elasticbeanstalk.html188 """189 return glob.get_inventory(190 ownerId = oId,191 aws_service = "elasticbeanstalk", 192 aws_region = "all", 193 function_name = "describe_environments", 194 key_get = "Environments"195 )196def get_elasticbeanstalk_applications_inventory(oId):197 """198 Returns Elastic Beanstalk detailed inventory199 :param oId: ownerId (AWS account)200 :type oId: string201 :return: Elastic Beanstalk inventory (applications)202 :rtype: json203 """204 return glob.get_inventory(205 ownerId = oId,206 aws_service = "elasticbeanstalk", 207 aws_region = "all", 208 function_name = "describe_applications", 209 key_get = "Applications"210 )211# ------------------------------------------------------------------------212#213# EC2 Container Service (ECS)214#215# ------------------------------------------------------------------------216def get_ecs_inventory(oId):217 """218 Returns ECS detailed inventory219 :param oId: ownerId (AWS account)220 :type oId: string221 :return: ECS inventory222 :rtype: json223 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/ecs.html224 """225 return glob.get_inventory(226 ownerId = oId,227 aws_service = "ecs", 228 aws_region = "all", 229 function_name = "describe_clusters", 230 key_get = "clusters"231 )232 #detail_function = "list_container_instances",233 #join_key = "clusterName", 234 #detail_join_key = "cluster", 235 #detail_get_key = ""236 237def get_ecs_services_inventory(oId):238 """239 Returns ECS tasks inventory NOT WORKING YET240 :param oId: ownerId (AWS account)241 :type oId: string242 :return: ECS tasks inventory243 :rtype: json244 """245 return glob.get_inventory(246 ownerId = oId,247 aws_service = "ecs", 248 aws_region = "all", 249 function_name = "list_services", 250 key_get = "serviceArns",251 detail_function = "describe_services", 252 join_key = "", 253 detail_join_key = "services", 254 detail_get_key = "services",255 pagination = True,256 pagination_detail = True257 )258 259def get_ecs_tasks_inventory(oId):260 """261 Returns ECS tasks inventory262 :param oId: ownerId (AWS account)263 :type oId: string264 :return: ECS tasks inventory265 :rtype: json266 """267 return glob.get_inventory(268 ownerId = oId,269 aws_service = "ecs", 270 aws_region = "all", 271 function_name = "list_task_definitions", 272 key_get = "taskDefinitionArns",273 detail_function = "describe_task_definition", 274 join_key = "taskDefinitionArn", 275 detail_join_key = "taskDefinition", 276 detail_get_key = "taskDefinition",277 pagination = True,278 pagination_detail = True279 )280# ------------------------------------------------------------------------281#282# EKS283#284# ------------------------------------------------------------------------285def get_eks_inventory(oId):286 """287 Returns eks inventory (if the region is avalaible)288 :param oId: ownerId (AWS account)289 :type oId: string290 :return: eks inventory291 :rtype: json292 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/eks.html293 """294 inv = glob.get_inventory(295 ownerId = oId,296 aws_service = "eks", 297 aws_region = "all", 298 function_name = "list_clusters", 299 key_get = "clusters",300 detail_function = "describe_cluster", 301 join_key = "", 302 detail_join_key = "name", 303 detail_get_key = "cluster"304 )305 return inv306# ------------------------------------------------------------------------307#308# Autoscaling309#310# ------------------------------------------------------------------------311def get_autoscaling_inventory(oId):312 """313 Returns eks inventory (if the region is avalaible)314 :param oId: ownerId (AWS account)315 :type oId: string316 :return: eks inventory317 :rtype: json318 .. note:: https://boto3.readthedocs.io/en/latest/reference/services/autoscaling.html319 """320 autoscaling_inventory = {}321 autoscaling_inventory['autoscaling-groups'] = glob.get_inventory(322 ownerId = oId,323 aws_service = "autoscaling", 324 aws_region = "all", 325 function_name = "describe_auto_scaling_groups", 326 key_get = "AutoScalingGroups",327 pagination = True328 )329 autoscaling_inventory['autoscaling-launch-configuration'] = glob.get_inventory(330 ownerId = oId,331 aws_service = "autoscaling", 332 aws_region = "all", 333 function_name = "describe_launch_configurations", 334 key_get = "LaunchConfigurations",335 pagination = True336 )337 autoscaling_inventory['autoscaling-plans'] = glob.get_inventory(338 ownerId = oId,339 aws_service = "autoscaling-plans", 340 aws_region = "all", 341 function_name = "describe_scaling_plans", 342 key_get = "ScalingPlans"343 )344 return autoscaling_inventory345# ------------------------------------------------------------------------346#347# Lambda348#349# ------------------------------------------------------------------------350def get_lambda_inventory(oId):351 """352 Returns lambda inventory.353 :param oId: ownerId (AWS account)354 :type oId: string355 :return: lambda inventory356 :rtype: json357 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/lambda.html358 """359 return glob.get_inventory(360 ownerId = oId,361 aws_service = "lambda", 362 aws_region = "all", 363 function_name = "list_functions", 364 key_get = "Functions",365 pagination = True366 )367# ------------------------------------------------------------------------368#369# Batch370#371# ------------------------------------------------------------------------372def get_batch_inventory(oId):373 """374 Returns batch jobs inventory.375 :param oId: ownerId (AWS account)376 :type oId: string377 :return: batch inventory378 :rtype: json379 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/batch.html380 """381 inventory = {}382 inventory['job-definitions'] = glob.get_inventory(383 ownerId = oId,384 aws_service = "batch", 385 aws_region = "all", 386 function_name = "describe_job_definitions", 387 key_get = "jobDefinitions"388 )389 inventory['job-queues'] = glob.get_inventory(390 ownerId = oId,391 aws_service = "batch", 392 aws_region = "all", 393 function_name = "describe_job_queues", 394 key_get = "jobQueues"395 )396 inventory['compute-environements'] = glob.get_inventory(397 ownerId = oId,398 aws_service = "batch", 399 aws_region = "all", 400 function_name = "describe_compute_environments", 401 key_get = "computeEnvironments"402 )403 return inventory404# ------------------------------------------------------------------------405#406# Lightsail407#408# ------------------------------------------------------------------------409def get_lightsail_inventory(oId):410 """411 Returns lightsail inventory, with loadbalancers and IPs412 :param oId: ownerId (AWS account)413 :type oId: string414 :return: lightsail inventory415 :rtype: json416 .. note:: http://boto3.readthedocs.io/en/latest/reference/services/lightsail.html417 """418 lightsail_inventory = {}419 lightsail_inventory['lightsail-instances'] = glob.get_inventory(420 ownerId = oId,421 aws_service = "lightsail", 422 aws_region = "all", 423 function_name = "get_instances", 424 key_get = "instances",425 pagination = True426 )427 lightsail_inventory['lightsail-loadbalancers'] = glob.get_inventory(428 ownerId = oId,429 aws_service = "lightsail", 430 aws_region = "all", 431 function_name = "get_load_balancers", 432 key_get = "loadBalancers"433 )434 lightsail_inventory['lightsail-ip'] = glob.get_inventory(435 ownerId = oId,436 aws_service = "lightsail", 437 aws_region = "all", 438 function_name = "get_static_ips", 439 key_get = "staticIps"440 )441 lightsail_inventory['lightsail-disks'] = glob.get_inventory(442 ownerId = oId,443 aws_service = "lightsail", 444 aws_region = "all", 445 function_name = "get_disks", 446 key_get = "disks"447 ) 448 return lightsail_inventory449#450# Hey, doc: we're in a module!451#452if (__name__ == '__main__'):...
ec2.py
Source:ec2.py
1# All the ec2 related functions2import filter_keys3import boto34from botocore.exceptions import ClientError5def get_service(function, dict_key, fields, extra_options={}):6 return filter_keys.filter_key('ec2', function, dict_key, fields, extra_options)7def get_all(remove_empty=False):8 # Return all resources9 resources = {}10 resources["connection_notifications"] = get_connection_notifications()11 resources["dedicated"] = get_dedicated()12 resources["dhcp_options"] = get_dhcp_options()13 resources["ec2_amis"] = get_ec2_amis()14 resources["egress_igs"] = get_egress_igs()15 resources["eips"] = get_eips()16 resources["elastic_gpus"] = get_elastic_gpus()17 resources["endpoint_connections"] = get_endpoint_connections()18 resources["endpoint_service_configs"] = get_endpoint_service_configs()19 resources["endpoints"] = get_endpoints()20 resources["flow_logs"] = get_flow_logs()21 # For some reason FPGA is not valid for the ec2 service but is documented22 # resources["fpga_images"] = get_fpga_images()23 resources["igs"] = get_igs()24 resources["instances"] = get_instances()25 resources["keys"] = get_keys()26 resources["launch_templates"] = get_launch_templates()27 resources["nacls"] = get_nacls()28 resources["nat_gateways"] = get_nat_gateways()29 resources["network_interfaces"] = get_network_interfaces()30 resources["peering_connections"] = get_peering_connections()31 resources["placement_groups"] = get_placement_groups()32 resources["prefix_lists"] = get_prefix_lists()33 resources["reserved"] = get_reserved()34 resources["reserved_listings"] = get_reserved_listings()35 resources["route_tables"] = get_route_tables()36 resources["scheduled"] = get_scheduled()37 resources["sgs"] = get_sgs()38 resources["snapshots"] = get_snapshots()39 resources["spot_fleets"] = get_spot_fleets()40 resources["spot_instances"] = get_spot_instances()41 resources["subnets"] = get_subnets()42 resources["tags"] = get_tags()43 resources["volumes"] = get_volumes()44 resources["vpcs"] = get_vpcs()45 resources["vpn_connections"] = get_vpn_connections()46 resources["vpn_gateways"] = get_vpn_gateways()47 resources["vpns"] = get_vpns()48 resources["valid_regions"] = filter_keys.get_regions("ec2")49 if remove_empty:50 resources = dict((key, value) for key, value in resources.items() if value)51 return resources52def get_eips():53 fields = ["InstanceId", "PublicIP", "PrivateIpAddress", "Domain"]54 return get_service("describe_addresses", "Addresses", fields)55def get_vpns():56 fields = ["CustomerGatewayId", "IpAddress", "Type", "BgpAsn"]57 return get_service("describe_customer_gateways", "CustomerGateways", fields)58def get_dhcp_options():59 fields = ["DhcpOptionsId"]60 return get_service("describe_dhcp_options", "DhcpOptions", fields)61def get_egress_igs():62 fields = ["EgressOnlyInternetGatewayId"]63 return get_service("describe_egress_only_internet_gateways", "EgressOnlyInternetGateways", fields)64def get_elastic_gpus():65 fields = ["ElasticGpuId", "ElasticGpuType", "InstanceId", "ElasticGpuState"]66 return get_service("describe_elastic_gpus", "ElasticGpuSet", fields)67def get_flow_logs():68 fields = ["FlowLogId", "LogGroupName", "ResourceId"]69 return get_service("describe_flow_logs", "FlowLogs", fields)70def get_fpga_images():71 fields = ["Name", "FpgaImageId", "FpgaImageGlobalId"]72 return get_service("describe_fpga_images", "FpgaImages", fields, {"Owners": ["self"]})73def get_dedicated():74 fields = ["HostId", "HostReservationId", "Instances"]75 return get_service("describe_hosts", "Hosts", fields)76def get_ec2_amis():77 fields = ["Name", "ImageId"]78 return get_service("describe_images", "Images", fields, {"Owners": ["self"]})79def get_instances():80 fields = ["InstanceId", "InstanceType", "ImageId", "LaunchTime", "Tags"]81 resources = []82 for region in filter_keys.get_regions("ec2"):83 res = boto3.client("ec2", region).describe_instances()84 res = res["Reservations"]85 instances = []86 for item in res:87 instances.extend(item["Instances"])88 instances[:] = [{key: value for key, value in i.items() if key in fields}89 for i in instances]90 resources.extend(instances)91 return resources92def get_igs():93 fields = ["InternetGatewayId", "Attachments"]94 return get_service("describe_internet_gateways", "InternetGateways", fields)95def get_keys():96 fields = ["KeyFingerprint", "KeyName"]97 return get_service("describe_key_pairs", "KeyPairs", fields)98def get_launch_templates():99 fields = ["LaunchTemplateId", "LaunchTemplateName"]100 return get_service("describe_launch_templates", "LaunchTemplates", fields)101def get_nat_gateways():102 fields = ["NatGatewayId", "NatGatewayAddresses"]103 return get_service("describe_nat_gateways", "NatGateways", fields)104def get_nacls():105 fields = ["NetworkAclId", "VpcId"]106 return get_service("describe_network_acls", "NetworkAcls", fields)107def get_network_interfaces():108 fields = ["NetworkInterfaceId", "VpcId", "OwnerId", "RequesterId"]109 return get_service("describe_network_interfaces", "NetworkInterfaces", fields)110def get_placement_groups():111 fields = ["GroupName", "Strategy"]112 return get_service("describe_placement_groups", "PlacementGroups", fields)113def get_prefix_lists():114 fields = ["PrefixListId", "PrefixListName"]115 return get_service("describe_prefix_lists", "PrefixLists", fields)116def get_reserved():117 fields = ["ReservedInstancesId", "FixedPrice", "UsagePrice", "InstanceCount", "InstanceType"]118 return get_service("describe_reserved_instances", "ReservedInstances", fields)119def get_reserved_listings():120 fields = ["ReservedInstancesId", "ReservedInstancesListingId"]121 return get_service("describe_reserved_instances_listings", "ReservedInstancesListings", fields)122def get_route_tables():123 fields = ["RouteTableId", "VpcId", "Routes"]124 return get_service("describe_route_tables", "RouteTables", fields)125def get_scheduled():126 fields = ["ScheduledInstanceId", "InstanceCount", "HourlyPrice"]127 return get_service("describe_scheduled_instances", "ScheduledInstanceSet",128 fields)129def get_sgs():130 fields = ["GroupName", "GroupId", "VpcId"]131 return get_service("describe_security_groups", "SecurityGroups", fields)132def get_snapshots():133 fields = ["VolumeId", "SnapshotId", "VolumeSize"]134 return get_service("describe_snapshots", "Snapshots", fields,135 {"OwnerIds": ["self"]})136def get_spot_fleets():137 fields = ["ActivityStatus", "SpotFleetRequestId", "SpotFleetRequestState"]138 return get_service("describe_spot_fleet_requests", "SpotFleetRequestConfigs",139 fields)140def get_spot_instances():141 fields = ["SpotInstanceRequestId", "SpotPrice", "State"]142 return get_service("describe_spot_instance_requests", "SpotInstanceRequests", fields)143def get_subnets():144 fields = ["SubnetId", "VpcId", "CidrBlock"]145 return get_service("describe_subnets", "Subnets", fields)146def get_tags():147 fields = ["Key", "ResourceId", "ResourceType", "Value"]148 return get_service("describe_tags", "Tags", fields)149def get_volumes():150 fields = ["VolumeId", "SnapshotId", "Size"]151 return get_service("describe_volumes", "Volumes", fields)152def get_connection_notifications():153 fields = ["ConnectionNotificationArn", "ConnectionNotificationId",154 "VpcEndpointId", "ServiceId"]155 return get_service("describe_vpc_endpoint_connection_notifications",156 "ConnectionNotificationSet", fields)157def get_endpoint_connections():158 fields = ["VpcEndpointId", "VpcEndpointOwner", "ServiceId",159 "VpcEndpointState"]160 return get_service("describe_vpc_endpoint_connections",161 "VpcEndpointConnections", fields)162def get_endpoint_service_configs():163 fields = ["ServiceId", "ServiceName", "ServiceState"]164 return get_service("describe_vpc_endpoint_service_configurations",165 "ServiceConfigurations", fields)166def get_endpoints():167 fields = ["VpcEndpointId", "VpcId", "VpcEndpointType"]168 return get_service("describe_vpc_endpoints", "VpcEndpoints", fields)169def get_peering_connections():170 fields = ["VpcPeeringConnectionId", "Tags", "Status"]171 return get_service("describe_vpc_peering_connections", "VpcPeeringConnections", fields)172def get_vpcs():173 fields = ["VpcId", "CidrBlock"]174 return get_service("describe_vpcs", "Vpcs", fields)175def get_vpn_connections():176 fields = ["VpnConnectionId", "VpnGatewayId", "CustomerGatewayId"]177 return get_service("describe_vpn_connections", "VpnConnections", fields)178def get_vpn_gateways():179 fields = ["VpnGatewayId", "AmazonSideAsn", "Type"]...
Automation Testing Tutorials
Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.
LambdaTest Learning Hubs:
- JUnit Tutorial
- TestNG Tutorial
- Webdriver Tutorial
- WebDriverIO Tutorial
- Protractor Tutorial
- Selenium 4 Tutorial
- Jenkins Tutorial
- NUnit Tutorial
- Jest Tutorial
- Playwright Tutorial
- Cypress Tutorial
- PyTest Tutorial
YouTube
You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.
Run localstack automation tests on LambdaTest cloud grid
Perform automation testing on 3000+ real desktop and mobile devices online.
Try LambdaTest Now !!
Get 100 minutes of automation test minutes FREE!!
Was this article helpful?
