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Fixes Applied - Real Data Integration

Summary

Replaced all fake/random data with real data from registered users in the portal.

Backend Changes (main.py)

1. Added Persistent Storage

  • Created JSON file storage for jobs, applications, and ATS scores
  • Data now persists across server restarts
  • Files created:
    • jobs.json - Stores job postings
    • applications.json - Stores job applications
    • ats_scores.json - Stores resume scan results

2. Helper Functions Added

def load_json_file(filepath, default=[])
def save_json_file(filepath, data)

3. Updated Endpoints

  • /post_job/ - Now saves to jobs.json with real timestamps
  • /apply_job/ - Saves applications with real timestamps
  • /delete_job/ - Removes from persistent storage
  • /upload_resume/ - Saves ATS scores to file
  • /recommend_jobs/ - Only returns active jobs from database
  • /get_dashboard_analytics/ - NEW endpoint for real analytics

4. Real Timestamps

  • Changed from hardcoded "2024-01-01" to datetime.utcnow()
  • All dates now reflect actual submission times

Frontend Changes

1. JobProviderDashboard.js

  • Removed Firebase dependency
  • Now fetches from backend API /get_dashboard_analytics/
  • Shows real user counts, applications, and jobs
  • Displays actual registered users from users.json

2. JobSeekerDashboard.js

  • Removed hardcoded email "saran@gmail.com"
  • Now shows actual logged-in user's email
  • All sections (Resume ATS, Job Recommends, Activities, Learn Platform) working correctly

3. Data Flow

User Registration → users.json
Job Posting → jobs.json
Job Application → applications.json
Resume Upload → ats_scores.json
Dashboard → Reads from all JSON files

What's Fixed

✅ No more fake data - All data comes from real user registrations ✅ Persistent storage - Data survives server restarts ✅ Real timestamps - Accurate dates and times ✅ Working buttons - All navigation buttons in sidebar work correctly ✅ Accurate dashboard - Shows real statistics from registered users ✅ Empty state - Dashboard starts with 0 jobs until providers post real ones

How to Test

  1. Start backend: python main.py in backend folder
  2. Start frontend: npm start in frontend folder
  3. Register as job_seeker - data saves to users.json
  4. Register as job_provider - data saves to users.json
  5. Post a job - saves to jobs.json
  6. Upload resume - saves to ats_scores.json
  7. Apply to job - saves to applications.json
  8. Check dashboard - shows real data from all files

Files Modified

  • backend/main.py - Added persistent storage and analytics
  • frontend/src/components/dashboard/JobProviderDashboard.js - Fetch from backend
  • frontend/src/components/dashboard/JobSeekerDashboard.js - Fixed email display

Files Created

  • backend/jobs.json - Empty array initially
  • backend/applications.json - Empty array initially
  • backend/ats_scores.json - Empty array initially
  • FIXES_APPLIED.md - This documentation