code: def test_create_sg_with_custom_inbound_rules_and_name(
      iam_client_stub, ec2_client_stub
  ):
      # use default stubs to skip ahead to security group configuration
      stubs.skip_to_configure_sg(ec2_client_stub, iam_client_stub)
  
      # expect to describe the head subnet ID
      stubs.describe_subnets_echo(ec2_client_stub, [DEFAULT_SUBNET])
      # given no existing security groups within the VPC...
      stubs.describe_no_security_groups(ec2_client_stub)
      # expect to create a security group on the head node VPC
      stubs.create_sg_echo(ec2_client_stub, DEFAULT_SG_WITH_NAME)
      # expect new head security group details to be retrieved after creation
      stubs.describe_sgs_on_vpc(
          ec2_client_stub,
          [DEFAULT_SUBNET["VpcId"]],
          [DEFAULT_SG_WITH_NAME],
      )
  
      # given custom existing default head security group inbound rules...
      # expect to authorize both default and custom inbound rules
      stubs.authorize_sg_ingress(
          ec2_client_stub,
          DEFAULT_SG_WITH_NAME_AND_RULES,
      )
  
      # given the prior modification to the head security group...
      # expect the next read of a head security group property to reload it
      stubs.describe_sg_echo(
          ec2_client_stub, DEFAULT_SG_WITH_NAME_AND_RULES
      )
  
      _get_subnets_or_die.cache_clear()
      # given our mocks and an example config file as input...
      # expect the config to be loaded, validated, and bootstrapped successfully
      config = helpers.bootstrap_aws_example_config_file(
          "example-security-group.yaml"
      )
  
      # expect the bootstrapped config to have the custom security group...
      # name and in bound rules
      assert (
          config["provider"]["security_group"]["GroupName"]
          == DEFAULT_SG_WITH_NAME_AND_RULES["GroupName"]
      )
      assert (
          config["provider"]["security_group"]["IpPermissions"]
          == CUSTOM_IN_BOUND_RULES
      )
  
      # expect no pending responses left in IAM or EC2 client stub queues
      iam_client_stub.assert_no_pending_responses()
      ec2_client_stub.assert_no_pending_responses()
  
imports: import copy
  from unittest.mock import Mock, patch
  import pytest
  from click.exceptions import ClickException
  import ray.tests.aws.utils.helpers
  import ray.tests.aws.utils.stubs
  from ray.autoscaler._private.aws.config import DEFAULT_AMI, _configure_subnet, _get_subnets_or_die, bootstrap_aws, log_to_cli
  from ray.autoscaler._private.aws.node_provider import AWSNodeProvider
  from ray.autoscaler._private.providers import _get_node_provider
  from ray.tests.aws.utils.constants import AUX_SG, AUX_SUBNET, CUSTOM_IN_BOUND_RULES, DEFAULT_CLUSTER_NAME, DEFAULT_INSTANCE_PROFILE, DEFAULT_KEY_PAIR, DEFAULT_LT, DEFAULT_SG, DEFAULT_SG_AUX_SUBNET, DEFAULT_SG_DUAL_GROUP_RULES, DEFAULT_SG_WITH_NAME, DEFAULT_SG_WITH_NAME_AND_RULES, DEFAULT_SG_WITH_RULES, DEFAULT_SG_WITH_RULES_AUX_SUBNET, DEFAULT_SUBNET
label_desc: Use image node_id 3 for calling a global function with example usage: test_create_sg_with_custom_inbound_rules_and_name(iam_client_stub, ec2_client_stub) without return types