Can BigQuery Function as a Data Lake? Why you should Bring Your Own Lake With Google BigQuery. Google BigQuery serves as a fully-managed, petabyte-scale data warehouse, utilizing Google’s infrastructure’s processing power. The combination of Google Cloud Storage and BigQuery transforms Google Cloud Platform into a scalable data lake capable of storing both structured and unstructured