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v2_adminpanel/migrations/README.md

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-# Database Migrations
-
-## License Heartbeats Table Migration
-
-### Overview
-The `create_license_heartbeats_table.sql` migration creates a partitioned table for storing real-time license validation data. This table is essential for the Live Dashboard & Analytics functionality.
-
-### Features
-- Monthly partitioning for efficient data management
-- Automatic creation of current and next month partitions
-- Optimized indexes for performance
-- Foreign key relationship with licenses table
-
-### Running the Migration
-
-#### Option 1: Using the Python Script
-```bash
-cd /path/to/v2_adminpanel
-python apply_license_heartbeats_migration.py
-```
-
-#### Option 2: Manual SQL Execution
-```bash
-psql -h postgres -U postgres -d v2_adminpanel -f migrations/create_license_heartbeats_table.sql
-```
-
-#### Option 3: Docker Exec
-```bash
-docker exec -it v2_adminpanel_postgres psql -U postgres -d v2_adminpanel -f /migrations/create_license_heartbeats_table.sql
-```
-
-### Verification
-After running the migration, verify the table was created:
-
-```sql
--- Check if table exists
-SELECT EXISTS (
-    SELECT 1 
-    FROM information_schema.tables 
-    WHERE table_name = 'license_heartbeats'
-);
-
--- List all partitions
-SELECT tablename 
-FROM pg_tables 
-WHERE tablename LIKE 'license_heartbeats_%'
-ORDER BY tablename;
-```
-
-### Partition Management
-The system automatically creates partitions as needed. To manually create future partitions:
-
-```python
-from utils.partition_helper import create_future_partitions
-import psycopg2
-
-conn = psycopg2.connect(...)
-create_future_partitions(conn, 'license_heartbeats', months_ahead=6)
-```
-
-### Data Retention
-Consider implementing a data retention policy to remove old partitions:
-
-```sql
--- Drop partitions older than 3 months
-DROP TABLE IF EXISTS license_heartbeats_2025_03;
-```
-
-### Troubleshooting
-
-1. **Table already exists**: The migration is idempotent and will skip creation if the table exists.
-
-2. **Permission denied**: Ensure the database user has CREATE privileges.
-
-3. **Foreign key violation**: The licenses table must exist before running this migration.