Catching boto3 ClientError subclass

With code like the snippet below, we can catch AWS exceptions:

from aws_utils import make_session

session = make_session()
cf = session.resource("iam")
role = cf.Role("foo")
try:
    role.load()
except Exception as e:
    print(type(e))
    raise e

The returned error is of type botocore.errorfactory.NoSuchEntityException. However, when I try to import this exception, I get this:

>>> import botocore.errorfactory.NoSuchEntityException
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
ImportError: No module named NoSuchEntityException

The best method I could find of catching this specific error is:

from botocore.exceptions import ClientError
session = make_session()
cf = session.resource("iam")
role = cf.Role("foo")
try:
    role.load()
except ClientError as e:
    if e.response["Error"]["Code"] == "NoSuchEntity":
        # ignore the target exception
        pass
    else:
        # this is not the exception we are looking for
        raise e

But this seems very "hackish". Is there a way to directly import and catch specific subclasses of ClientError in boto3?

EDIT: Note that if you catch errors in the second way and print the type, it will be ClientError.

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