Core concept
Spanner: distributed SQL, ACID, strong consistency, scale. Global relational.
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How it works
BigQuery: analytical, batch/interactive SQL, columnar, cheap storage. Not OLTP.
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Trade-offs + gotchas
Bigtable for operational NoSQL. Spanner for global OLTP. BigQuery for analytics.