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feat: optimize water level data transfer by implementing chunked deployment prefetching and COPY insert method#574

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jirhiker merged 1 commit intostagingfrom
BDMS-613-Complete-continuous-water-level-data-transfer-to-staging
Feb 28, 2026
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feat: optimize water level data transfer by implementing chunked deployment prefetching and COPY insert method#574
jirhiker merged 1 commit intostagingfrom
BDMS-613-Complete-continuous-water-level-data-transfer-to-staging

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Copilot AI review requested due to automatic review settings February 28, 2026 21:35
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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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💡 Codex Review

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Reviewed commit: 982a63c6b9

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@jirhiker jirhiker merged commit 040e787 into staging Feb 28, 2026
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2 participants