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Depending on the sort of logging you're looking for, there's a logging API (https://cloud.google.com/logging/docs/api/) and you can also stream to BigQuery.

(Disclaimer: I work on GCP)

This is the best, but I keep thinking that I will no longer need ELK, but still do. Can you create a dashboard system that runs off of bigquery?