Month: 2025-01 Key deliverables centered on API schema standardization and documentation for critical DaRT and GetTimesheets APIs within the Planning-Inspectorate/data-model repository. This work established consistent, well-documented data contracts, improving reliability for downstream integrations and accelerating onboarding for new API consumers. No major bug fixes were reported this month.

December 2024: Implemented DaRT LPA Data Integration and Horizon-LPA pipelines in odw-synapse-workspace. Added dataset DaRT_LPA_Entity_Source, created raw/sink data flows, updated existing pipelines/notebooks to incorporate these changes, and introduced the rel_6_0_1 pipeline. Focused on stabilizing data flow, improving data quality, and preparing for downstream analytics with Horizon-LPA.

In November 2024, the odw-synapse-workspace project focused on making the HR data processing pipeline more robust and observable. A bug fix hardened the raw-to-standardized HR data conversion by expanding error handling and stabilizing the related notebooks. A new observability feature set added comprehensive logging, refined Python logging decorators, and retry logic across multiple notebooks to improve traceability, debugging, and reliability. Together, these changes reduce downtime, improve data quality, and enable faster incident diagnosis. Technologies demonstrated include Python error handling, decorators, and notebook modernization within Planning-Inspectorate/odw-synapse-workspace.