Resolution of Article Key Format Discrepancies

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📅 2025-06-22 — Session: Resolution of Article Key Format Discrepancies

🕒 03:30–05:05
🏷️ Labels: Data_Processing, Error_Handling, Python, Article_Key, File_Management
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal:

The session aimed to address and resolve discrepancies in the format of article keys, specifically focusing on the mismatch between id_digest in article_rows and digest_file in master_ref.csv.

Key Activities:

  • Corrected the format mismatch between id_digest and digest_file by providing a detailed solution.
  • Clarified the extraction process for digest_file and window_type, recommending the use of digest_group_id for accurate metadata extraction.
  • Implemented robust parsing for JSONL files to ensure proper data processing and error handling.
  • Improved file existence checks for PromptFlow execution to prevent false failure signals.
  • Diagnosed and proposed solutions for format inconsistencies affecting article_key matching.
  • Provided instructions for regenerating master_index.csv, including methods for deduplication and data traceability.

Achievements:

  • Successfully resolved technical issues related to article key format discrepancies.
  • Enhanced the robustness of data processing scripts and error handling mechanisms.
  • Improved data traceability and file management processes.

Pending Tasks:

  • Further testing and validation of the implemented solutions to ensure comprehensive resolution of all format-related issues.

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