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Phase 3: High-Level Python SDK and Usability Layer #22

@wdconinc

Description

@wdconinc
  • Add intuitive Python SDK functions for common analysis (get_main_detector_results, get_lumi_results, get_beam_monitor_results, etc).
  • Filtering, aggregation, and grouping options.
  • Result object wrappers (e.g., DetectorResults).
  • Built-in local caching for fast iteration.
  • Add/expand example notebooks.

Deliverable: Non-SQL analysts can perform most routine queries via Python API.

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