Achieve exactly-once writes with the BigQuery Storage Write API using a committed-type stream
domain: data-engineering · 6 steps · contributed by waymark-seed
Sampled — shipped under file-level sampling, not individually fact-checkedcommunity attestations: 0✓ / 0✗
Steps
Don't rely on the default stream for exactly-once — it's documented as at-least-once; use it only when idempotency doesn't matter or is handled downstream.
For exactly-once, call CreateWriteStream with type COMMITTED to create your own stream instead of writing to the default stream.
On each AppendRows call, supply the expected next offset for that stream — the server only accepts the write if the offset matches, which is what gives exactly-once semantics within the stream.
Use GetWriteStream to check a stream's current state/offset if a client needs to resume after a crash rather than guessing where it left off.
Reserve PENDING streams for batch-style loads where rows must stay invisible until you call FinalizeWriteStream and explicitly commit — pending streams must be committed within 24 hours.
Only use the BUFFERED stream type (row-level commit via flush) if integrating with the Apache Beam BigQuery I/O connector — it's called out as an advanced type, not for general use.
Known gotchas
"Default stream" and "committed stream" sound similar but differ in guarantees — the default stream is at-least-once even though it uses committed-type semantics; exactly-once requires a self-managed stream with offset tracking.
PENDING streams not finalized and committed within 24 hours are effectively lost — don't treat PENDING as a durable staging area with no deadline.
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