πŸ“… 2023-10-02 β€” Session: Enhanced JSON Export Function for Data Integrity

πŸ•’ 18:40–19:30
🏷️ Labels: Python, JSON, Data Handling, Code Update
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The primary objective was to enhance a Python function responsible for exporting hierarchical JSON data, ensuring data integrity and avoiding overwrites.

Key Activities

  • Fixing Dictionary Initialization: Modified the function to prevent reinitialization of dictionaries for existing entries, maintaining data integrity.
  • Data Handling Logic: Implemented logic to add new entries without overwriting existing data, ensuring proper updates.
  • Logic Update: Enhanced the logic to handle β€˜data’ keys as lists of dictionaries for quarterly data management.
  • Error Resolution: Addressed internal errors to maintain the structure of the data.
  • Key-Value Pair Updates: Ensured key-value pairs are correctly inserted or updated in nested dictionaries.
  • Import Error Fix: Resolved import error by incorporating the copy module for deep copying operations.

Achievements

  • Successfully updated the JSON export function to handle hierarchical data without overwriting existing entries.
  • Improved data handling logic to maintain the integrity of quarterly data.
  • Resolved errors related to data duplication and import issues.

Pending Tasks

  • Further testing is required to confirm the robustness of the updated function across different data scenarios.