It is late 2023 and BigQuery does not yet support Delta LAke out of the box. But fortunately, Delta Lake introduced Uniform format which can be enabled such that the written data can be read as an Iceberg table. I wrote a post about this approach https://levelup.gitconnected.com/delta-lake-universal-format-a-first-look-9dfa28b68b72