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BigQueryStreamingBufferEmptySensor can falsely report an empty streaming buffer (metadata lag)

apache/airflow#66963·46930·Python·120 天未动·4 条评论·上游最近活跃 ·池内状态:可认领
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上游 issue 正文

### Apache Airflow Provider(s) google ### What happened? `BigQueryStreamingBufferEmptySensor` (added in #66652) decides the streaming buffer is empty by checking `table.streaming_buffer is None`. That check is unreliable because BigQuery's `streamingBuffer` table-metadata field is **eventually consistent**. For a window of several seconds *after* a streaming insert, the row is physically in the streaming buffer but `table.streaming_buffer` is still `None`. During that window the sensor reports the buffer **empty** — a false negative. `streaming_buffer is None` is therefore ambiguous — it means *either*: - "fully flushed / table never had streamed rows", or - "rows were just streamed in, metadata hasn't caught up yet". The sensor cannot tell these apart, so a DML task placed downstream of it (`UPDATE`/`DELETE`/`MERGE`) can still hit `UPDATE or DELETE statement over table ... would affect rows in the streaming buffer` — the exact error the sensor exists to prevent. ### Evidence Empirical timing check against real BigQuery — stream one row, then poll `get_table().streaming_buffer`: ``` t= 1.2s streaming_buffer = None -> sensor reports EMPTY (false) t= 11.6s streaming_buffer present (estimated_rows=1) -> sensor WAITs (correct) t= 22s..302s still present, estimated_rows=1 -> stays correct ``` There is a ~10–12s false-empty window. System tests run with the simulated executor (tasks run back-to-back, near-zero scheduling overhead), so the sensor's first poke fires ~1–2s after the upstream streaming-insert task finishes — squarely inside that window. ### What you think should happen instead The sensor should not report an empty buffer while rows are still buffered. Possible directions to evaluate: - Require the sensor to observe a non-empty → empty *transition* rather than trusting a single `None` reading. - Otherwise, clearly document the eventual-consistency limitation in the sensor docstring and treat it as best-effort, so users…
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