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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def create(self, group_type, config_file, group_name=None, region=None, profile_name=None):
 """ Create a Greengrass group in the given region. :param group_type: the type of group to create. Must match a `key` in the `group_types` dict :param config_file: config file of the group to create :param group_name: the name of the group. If no name is given, then group_type will be used. :param region: the region in which to create the new group. [default: us-west-2] :param profile_name: the name of the `awscli` profile to use. [default: None] """

        logging.info("[begin] create command using group_types:{0}".format(
            self.group_types))

        config = GroupConfigFile(config_file=config_file)
        if config.is_fresh() is False:
            raise ValueError(
                "Config file already tracking previously created group"
            )

        if group_type not in self.group_types.keys():
            raise ValueError("Can only create {0} groups.".format(
                self.group_types)
            )

        if region is None:
            region = self._region

        # create an instance of the requested group type that uses the given
        # config file and region
        gt = self.group_types[group_type](config=config, region=region)

        # get and store the account's IoT endpoint for future use
        ep = _get_iot_session(region=region).describe_endpoint()
        misc = config['misc']
        misc['iot_endpoint'] = ep['endpointAddress']
        config['misc'] = misc

        # Create a Group
        logging.info("[begin] Creating a Greengrass Group")
        if group_name is None:
            group_name = group_type

        gg_client = _get_gg_session(region=region, profile_name=profile_name)

        group_info = gg_client.create_group(Name="{0}".format(group_name))
        config['group'] = {"id": group_info['Id']}

        # setup the policies and roles
        gt.create_and_attach_thing_policy()
        gt.create_and_attach_iam_role()

        cl_arn = self._create_core_definition(
            gg_client=gg_client, group_type=gt,
            config=config, group_name=group_name
        )
        dl_arn = self._create_device_definition(
            gg_client=gg_client, group_type=gt,
            config=config, group_name=group_name
        )
        lv_arn = self._create_function_definition(
            gg_client=gg_client, group_type=gt,
            config=config
        )
        log_arn = self._create_logger_definition(
            gg_client=gg_client, group_type=gt,
            config=config
        )
        sub_arn = self._create_subscription_definition(
            gg_client=gg_client, group_type=gt,
            config=config
        )

        logging.info(
            'Group details, core_def:{0} device_def:{1} func_def:{2} '
            'logger_def:{3} subs_def:{4}'.format(
                cl_arn, dl_arn, lv_arn, log_arn, sub_arn)
        )

        # Add all the constituent parts to the Greengrass Group
        group_args = {'GroupId': group_info['Id']}
        if cl_arn:
            group_args['CoreDefinitionVersionArn'] = cl_arn
        if dl_arn:
            group_args['DeviceDefinitionVersionArn'] = dl_arn
        if lv_arn:
            group_args['FunctionDefinitionVersionArn'] = lv_arn
        if log_arn:
            group_args['LoggerDefinitionVersionArn'] = log_arn
        if sub_arn:
            group_args['SubscriptionDefinitionVersionArn'] = sub_arn
        grp = gg_client.create_group_version(
            **group_args
        )

        # store info about the provisioned artifacts into the local config file
        config['group'] = {
            "id": group_info['Id'],
            "version_arn": grp['Arn'],
            "version": grp['Version'],
            "name": group_name
        }
        logging.info(
            "[end] Created Greengrass Group {0}".format(group_info['Id']))