Files
Gov_Travel_App/documents/DATABASE_SUMMARY.md
mblanke 15094ac94b Add Python web scraper for NJC travel rates with currency extraction
- Implemented Python scraper using BeautifulSoup and pandas to automatically collect travel rates from official NJC website
- Added currency extraction from table titles (supports EUR, USD, AUD, CAD, ARS, etc.)
- Added country extraction from table titles for international rates
- Flatten pandas MultiIndex columns for cleaner data structure
- Default to CAD for domestic Canadian sources (accommodations and domestic tables)
- Created SQLite database schema (raw_tables, rate_entries, exchange_rates, accommodations)
- Successfully scraped 92 tables with 17,205 rate entries covering 25 international cities
- Added migration script to convert scraped data to Node.js database format
- Updated .gitignore for Python files (.venv/, __pycache__, *.pyc, *.sqlite3)
- Fixed city validation and currency conversion in main app
- Added comprehensive debug and verification scripts

This replaces manual JSON maintenance with automated data collection from official government source.
2026-01-13 09:21:43 -05:00

6.8 KiB
Raw Blame History

Database Implementation Summary

Completed Changes

The Government Travel Cost Estimator has been upgraded to use JSON databases for easy rate management.

📊 New Database Files

1. data/perDiemRates.json

Purpose: Stores meal allowances and incidental expense rates

Contains:

  • Meal rates (breakfast, lunch, dinner) for all regions
  • 100%, 75%, and 50% rate tiers for extended stays
  • Incidental expense allowances
  • Private accommodation allowances
  • Metadata (effective date, version, last update)

Regions Included:

  • Canada (provinces)
  • Yukon
  • Northwest Territories
  • Nunavut
  • Continental USA
  • Alaska
  • International (average rates)

Size: ~4KB Format: JSON Last Updated: October 30, 2025 Effective Date: October 1, 2025


2. data/accommodationRates.json

Purpose: Stores hotel and accommodation rates by city

Contains:

  • Standard and maximum rates for 30+ major cities
  • Regional default rates
  • International city rates
  • Currency information
  • Government rate guidelines

Cities Included:

  • Canada: Ottawa, Toronto, Montreal, Vancouver, Calgary, Edmonton, Winnipeg, Halifax, Quebec City, Victoria, Whitehorse, Yellowknife, Iqaluit
  • USA: New York, Washington DC, Chicago, Los Angeles, San Francisco, Seattle, Boston, Anchorage
  • International: London, Paris, Tokyo, Beijing, Sydney, Dubai, Brussels, Geneva

Size: ~6KB Format: JSON Last Updated: October 30, 2025


🔄 Code Changes

Modified: script.js

Changes:

  1. Removed hardcoded rate constants
  2. Added database loading functions (loadDatabases())
  3. Added rate lookup functions (getAllowancesForRegion(), getAccommodationSuggestion())
  4. Added automatic accommodation rate suggestions
  5. Updated footer to show database effective dates
  6. Added error handling for database loading

New Functions:

  • loadDatabases() - Async function to load both JSON files
  • getAllowancesForRegion(destinationType) - Gets per diem rates from database
  • getAccommodationSuggestion(city, type) - Gets suggested accommodation rates
  • updateMetadataDisplay() - Updates footer with database dates
  • handleDestinationInput() - Provides accommodation suggestions as user types

Modified: index.html

Changes:

  1. Added accommodation suggestion placeholder
  2. Updated footer to display dynamic database dates

📚 Documentation Created

1. DATABASE_UPDATE_GUIDE.md (Detailed, ~250 lines)

Complete step-by-step instructions for updating rates including:

  • When to update databases
  • How to update per diem rates
  • How to update accommodation rates
  • JSON validation procedures
  • Testing procedures
  • Version control guidelines
  • International rate handling
  • Data integrity checklist

2. DATABASE_SCHEMA.md (Technical Reference, ~200 lines)

Technical documentation including:

  • Complete JSON structure specifications
  • Field definitions and data types
  • Validation rules
  • Lookup logic
  • Example entries
  • Update frequency guidelines

3. Updated README.md

Added sections:

  • Database structure overview
  • File listing with database files
  • Link to update guide

🎯 Benefits of Database Approach

Advantages:

  1. Easy Updates - No code changes needed for rate updates
  2. Maintainability - Rates separate from application logic
  3. Version Control - Track rate changes with metadata
  4. Scalability - Easy to add new cities and regions
  5. Flexibility - Support for extended stay rates (future feature)
  6. Transparency - Rates visible in human-readable JSON
  7. Validation - Can validate rates before deployment
  8. Documentation - Metadata embedded in database files

📈 Features Enabled:

  • Automatic accommodation suggestions based on destination city
  • Dynamic footer showing rate effective dates
  • Foundation for extended stay rate reductions
  • Easy addition of new cities/regions
  • Currency handling per region
  • Rate tier support (100%, 75%, 50%)

🔧 Maintenance Workflow

Regular Updates (Annual)

  1. Download new NJC rates (typically October 1st)
  2. Open data/perDiemRates.json
  3. Update rates and metadata
  4. Validate JSON syntax
  5. Test application
  6. Deploy

Ad-hoc Updates

  • Add new cities to accommodationRates.json
  • Adjust accommodation rates as needed
  • Update international rates for currency changes

Time Required

  • Per diem update: ~15-30 minutes
  • Accommodation update: ~5-10 minutes per city
  • Testing: ~10 minutes

📦 File Structure

Govt Travel App/
├── index.html
├── styles.css
├── script.js
├── README.md
├── Govt Links.txt
├── DATABASE_UPDATE_GUIDE.md      ← NEW
├── DATABASE_SCHEMA.md             ← NEW
├── DATABASE_SUMMARY.md            ← NEW (this file)
└── data/                          ← NEW
    ├── perDiemRates.json         ← NEW
    └── accommodationRates.json    ← NEW

🧪 Testing Checklist

After database updates, test:

  • Application loads without errors
  • Per diem rates calculate correctly for each region
  • Accommodation suggestions appear for known cities
  • Footer displays correct effective date
  • Calculator produces accurate totals
  • All destination types work
  • Console shows no errors (F12)

🔒 Data Integrity

Validation Performed:

JSON syntax validated All required fields present Rate calculations verified (75% = 0.75 × 100%) Currency codes consistent Region keys match application options City keys properly formatted Metadata complete and current


📞 Support Resources

For Rate Updates:

For Technical Help:

  • See DATABASE_UPDATE_GUIDE.md for procedures
  • See DATABASE_SCHEMA.md for structure reference
  • Use JSONLint for validation

🚀 Future Enhancements

Database structure is ready for:

  • Extended stay rate reductions (31+, 121+ days)
  • Multiple traveler support
  • Historical rate comparisons
  • Currency conversion
  • Rate change notifications
  • Automated rate imports
  • API integration for real-time rates

📊 Database Statistics

Per Diem Database:

  • 7 regions covered
  • 3 meal types × 3 rate tiers = 9 rates per region
  • Incidental rates for all regions
  • Total: ~60 rate values

Accommodation Database:

  • 13 Canadian cities
  • 8 US cities
  • 8 International cities
  • 7 Regional defaults
  • Total: 36 location entries

Combined Size: ~10KB (very lightweight)


Implementation Date: October 30, 2025
Database Version: 1.0
Status: Complete and Tested