VPC Option Group Error – Fix Option Group Associated with Different VPC in Amazon RDS

I am using boto3 to restore a db snapshot to a new db instance, which is not created yet.

rds.restore_db_instance_from_db_snapshot(
        DBInstanceIdentifier=temp_db_name,
        DBSnapshotIdentifier=snapshot_id
        )

and I got this error message:

botocore.exceptions.ClientError: An error occurred (InvalidParameterCombination) 
when calling the RestoreDBInstanceFromDBSnapshot operation: 
The option group myproject-mysql-5-6 is associated with a different 
VPC than the request.

How can I resolve this problem?

I do not know how to locate the option group in the first place.

I can work out the VpcId and OptionGroupName from the data returned from describe_db_snapshots.

Here is a documentation related to the VPC setting:

When you assign an option group to a DB instance, the option group is
also linked to the supported platform the DB instance is on, either
VPC or EC2-Classic (non-VPC). If a DB instance is in a VPC, the option
group associated with the DB instance is linked to that VPC. This
means that you can't use the option group assigned to a DB instance if
you attempt to restore the instance into a different VPC or onto a
different platform. If you restore a DB instance into a different VPC
or onto a different platform, you must either assign the default
option group to the instance, assign an option group that is linked to
that VPC or platform, or create a new option group and assign it to
the DB instance. For persistent or permanent options, when restoring a
DB instance into a different VPC you must create a new option group
that includes the persistent or permanent option.

However I don't see how this can be applied to the restore_db_instance_from_db_snapshot call.

EDIT

If I tried to restore the snapshot in aws console, this option is available to me:

How can I set these information via the boto3 API?