Files
email_alerts_v2/FETCH_MODIFICATION_SUMMARY.md
T
bolade 75a0a3fde7 feat: Implement async AI analysis for email threads
- Added `get_latest_email_date()` function in `database.py` to retrieve the most recent email date for a given account and folder.
- Enhanced `fetch_folder_emails()` in `zoho_client.py` to intelligently determine the start date for fetching emails based on the latest email date in the database.
- Introduced `analyze_and_update_threads_async()` for asynchronous analysis of email threads, allowing concurrent processing.
- Created a synchronous wrapper `analyze_and_update_threads()` for easier integration.
- Updated `fetch_emails()` to support database session and account email parameters.
- Added comprehensive documentation in `AI_ANALYSIS_GUIDE.md` detailing the new AI analysis functionality.
- Implemented tests for the new features, including `test_fetch_with_db.py`, `test_ai_analysis.py`, and `test_single_analysis.py`.
- Added error handling and logging improvements throughout the codebase.
2025-08-11 23:20:20 +01:00

2.6 KiB

Fetch Folder Emails Modification Summary

Changes Made

1. Database Module (database.py)

  • Added get_latest_email_date() function to retrieve the most recent email date for a given account and folder
  • Added import for datetime to support the new function

2. ZohoClient Module (zoho_client.py)

  • Modified fetch_folder_emails() to accept two new optional parameters:
    • db_session: Database session for querying latest email dates
    • account_email: Account email to identify which emails to check for latest date
  • Updated logic to:
    1. Check database for latest email date if db_session and account_email are provided
    2. Use latest date (minus 1 minute buffer) as start date for IMAP search
    3. Fall back to days_back parameter if no database date is available
  • Updated fetch_emails() wrapper to support the new parameters
  • Enhanced documentation with detailed parameter descriptions

3. App Module (app.py)

  • Modified email fetching calls to pass database session and account email
  • Reorganized code to create database session before fetching emails

How It Works

Before

  • Always fetched emails starting from X days back
  • No awareness of what emails were already in the database
  • Could result in fetching duplicate emails or missing recent ones

After

  • Intelligently determines start date based on database contents
  • If emails exist in database: starts from the latest email date
  • If no emails in database: falls back to days_back parameter
  • Adds 1-minute buffer to avoid missing emails with same timestamp
  • Reduces unnecessary email fetching and improves efficiency

Usage Examples

Basic Usage (Backwards Compatible)

client = ZohoClient()
emails = client.fetch_folder_emails(folder="INBOX", days_back=7)
from database import SessionLocal

db = SessionLocal()
client = ZohoClient()
emails = client.fetch_folder_emails(
    folder="INBOX",
    days_back=30,  # Fallback only
    db_session=db,
    account_email="user@example.com"
)
db.close()

Benefits

  1. Efficiency: Only fetches new emails since last sync
  2. Reliability: Ensures no emails are missed between syncs
  3. Backwards Compatibility: Still works without database parameters
  4. Flexibility: Falls back gracefully when database is empty
  5. Performance: Reduces IMAP server load and processing time

Testing

Use test_fetch_with_db.py to test the new functionality:

python test_fetch_with_db.py

The test script demonstrates:

  • Checking latest email date in database
  • Fetching emails with database integration
  • Displaying results