feat: optimize water level data transfer by implementing chunked deployment prefetching and COPY insert method#574
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jirhiker merged 1 commit intoFeb 28, 2026
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…oyment prefetching and COPY insert method
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Pull request overview
This PR optimizes the transducer water-level transfer pipeline by reducing per-PointID deployment lookups and switching observation inserts to a bulk COPY-based approach for faster ingestion.
Changes:
- Prefetch deployments for all PointIDs in configurable chunks and reuse them during transfer.
- Add a cursor-based deployment matcher optimized for ascending time-series rows.
- Replace SQLAlchemy multi-row INSERTs (and Pydantic validation) with a chunked COPY-to-Postgres insert path.
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BDMS-613-Complete-continuous-water-level-data-transfer-to-staging
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