def create_chunks(set_of_emails, chunk_size):
    """Create chunks from queryset."""
    for i in range(0, len(set_of_emails), chunk_size):
        yield itertools.islice(set_of_emails, i , i + chunk_size)

# uses:
for chunk in create_chunks(invalid_emails_, chunk_size):

and you can iterate over set