Hi Shred,
Thanks a lot for your answer, concise and clear. I tried using "CDS" but it somehow failed. I'm aware that exon doesn't really make a lot of sense in the bacterial world, my confusion is because the docs suggest that the annotation file should be .gtf and talk about "exon" while the "exon" is actually in the .gff formatted annotation but not in the .gtf. My confusion was should I use the recommended gtf and use some other identifier such as "gene" or switch to a gff and use exon. I will now do as you suggested and replace "gene" for "exon" in the gtf file and see what happens. The github link was also useful,
Thanks.