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"]...

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