I found this answer from @ajay098
And once I changed the compression to gzip, it is working like a charm!!!
In short, run this
ALTER TABLE TABLE_NAME SET TBLPROPERTIES (
'write.parquet.compression-codec' = 'gzip'
);
and then do the normal VACUUM with OLDER_THAN and RETAIN_LAST;