Refactored and Optimized Digests Project Architecture

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📅 2025-09-16 — Session: Refactored and Optimized Digests Project Architecture

🕒 06:50–08:00
🏷️ Labels: Refactoring, Architecture, Python, Bags_Pipeline, Digests_Project
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The primary goal of this session was to refactor and optimize the architecture of the Digests Project, particularly focusing on the bags_pipeline and associated Python modules.

Key Activities

  • Query List for Functions and Constants: Extracted functions, responsibilities, and constants from various Python modules within the digests_project’s bags_pipeline.
  • Pipeline Function Queries: Executed queries related to Python scripts used in the bags pipeline project, focusing on ‘pairs.py’, ‘communities.py’, and ‘eda_bridge.py’.
  • Refactoring Plan: Developed a detailed refactoring plan for the mentioned Python modules, including decisions on keeping, retiring, and refactoring to align with a new architecture.
  • Command Queries for Data Processing: Listed command queries for executing data processing scripts with a specified QDF parameter.
  • Normalization Command: Implemented a command for normalizing tags in the bags pipeline.
  • Configuration Query: Focused on the configuration file for the Bags Pipeline project, specifically the PER_TOPIC_CAP_L2 parameter.
  • Architectural Review: Conducted an architectural review of the Digests Project, providing recommendations for refactoring and optimization.
  • Facade Implementation: Upgraded to a true facade in the bags pipeline, centralizing the public API and implementing lazy loading.
  • Audit of hydrate.py and select.py: Conducted an audit, identifying a bug in hydrate.py and suggesting improvements.

Achievements

  • Successfully outlined a refactoring plan and executed several key improvements to the architecture of the Digests Project.
  • Implemented a true facade in the bags pipeline, enhancing API management and dependency handling.
  • Conducted a thorough audit and provided actionable recommendations for code improvements.

Pending Tasks

  • Further refactoring and testing of the hydrate.py and select.py modules to address identified bugs and improve maintainability.

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