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name: database-migration description: Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance. updated_at: 2025-12-03T00:00:00Z tags: [database, migration, schema, production, decision-trees, troubleshooting, zero-downtime]

Database Migration

Safe patterns for evolving database schemas in production.

Migration Principles

1. Backward compatible - New code works with old schema
2. Reversible - Can rollback if needed
3. Tested - Verify on staging before production
4. Incremental - Small changes, not big-bang
5. Zero downtime - No service interruption

Safe Migration Pattern

Phase 1: Add New (Compatible)

Copy-- Add new column (nullable initially)
ALTER TABLE users ADD COLUMN full_name VARCHAR(255) NULL;

-- Deploy new code that writes to both old and new
UPDATE users SET full_name = CONCAT(first_name, ' ', last_name);

Phase 2: Migrate Data

Copy-- Backfill existing data
UPDATE users
SET full_name = CONCAT(first_name, ' ', last_name)
WHERE full_name IS NULL;

Phase 3: Make Required

Copy-- Make column required
ALTER TABLE users ALTER COLUMN full_name SET NOT NULL;

Phase 4: Remove Old (After New Code Deployed)

Copy-- Remove old columns
ALTER TABLE users DROP COLUMN first_name;
ALTER TABLE users DROP COLUMN last_name;

Common Migrations

Adding Index

Copy-- Create index concurrently (PostgreSQL)
CREATE INDEX CONCURRENTLY idx_users_email ON users(email);

Renaming Column

Copy-- Phase 1: Add new column
ALTER TABLE users ADD COLUMN email_address VARCHAR(255);

-- Phase 2: Copy data
UPDATE users SET email_address = email;

-- Phase 3: Drop old column (after deploy)
ALTER TABLE users DROP COLUMN email;

Changing Column Type

Copy-- Phase 1: Add new column with new type
ALTER TABLE products ADD COLUMN price_cents INTEGER;

-- Phase 2: Migrate data
UPDATE products SET price_cents = CAST(price * 100 AS INTEGER);

-- Phase 3: Drop old column
ALTER TABLE products DROP COLUMN price;
ALTER TABLE products RENAME COLUMN price_cents TO price;

Adding Foreign Key

Copy-- Add column first
ALTER TABLE orders ADD COLUMN user_id INTEGER NULL;

-- Populate data
UPDATE orders SET user_id = (
    SELECT id FROM users WHERE users.email = orders.user_email
);

-- Add foreign key
ALTER TABLE orders
ADD CONSTRAINT fk_orders_users
FOREIGN KEY (user_id) REFERENCES users(id);

Migration Tools

Python (Alembic)

Copy# Generate migration
alembic revision --autogenerate -m "add user full_name"

# Apply migration
alembic upgrade head

# Rollback
alembic downgrade -1

JavaScript (Knex)

Copy// Create migration
knex migrate:make add_full_name

// Apply migrations
knex migrate:latest

// Rollback
knex migrate:rollback

Rails

Copy# Generate migration
rails generate migration AddFullNameToUsers full_name:string

# Run migrations
rails db:migrate

# Rollback
rails db:rollback

Testing Migrations

Copydef test_migration_forward_backward():
    # Apply migration
    apply_migration("add_full_name")

    # Verify schema
    assert column_exists("users", "full_name")

    # Rollback
    rollback_migration()

    # Verify rollback
    assert not column_exists("users", "full_name")

Dangerous Operations

❌ Avoid in Production

Copy-- Locks table for long time
ALTER TABLE users ADD COLUMN email VARCHAR(255) NOT NULL;

-- Can't rollback
DROP TABLE old_users;

-- Breaks existing code immediately
ALTER TABLE users DROP COLUMN email;

✅ Safe Alternatives

Copy-- Add as nullable first
ALTER TABLE users ADD COLUMN email VARCHAR(255) NULL;

-- Rename instead of drop
ALTER TABLE old_users RENAME TO archived_users;

-- Keep old column until new code deployed
-- (multi-phase approach)

Rollback Strategy

Copy-- Every migration needs DOWN
-- UP
ALTER TABLE users ADD COLUMN full_name VARCHAR(255);

-- DOWN
ALTER TABLE users DROP COLUMN full_name;

Decision Support

Quick Decision Guide

Making a schema change?

• Breaking change (drops/modifies data) → Multi-phase migration (expand-contract)
• Additive change (new columns/tables) → Single-phase migration
• Large table (millions of rows) → Use CONCURRENTLY for indexes

Need zero downtime?

• Schema change → Expand-contract pattern (5 phases)
• Data migration (< 10k rows) → Synchronous in-migration
• Data migration (> 1M rows) → Background worker pattern

Planning rollback?

• Added new schema only → Simple DOWN migration
• Modified/removed schema → Multi-phase rollback or fix forward
• Cannot lose data → Point-in-time recovery (PITR)

Choosing migration tool?

• Python/Django → Django Migrations
• Python/SQLAlchemy → Alembic
• Node.js/TypeScript → Prisma Migrate or Knex.js
• Enterprise/multi-language → Flyway or Liquibase

→ See references/decision-trees.md for comprehensive decision frameworks

Troubleshooting

Common Issues Quick Reference

Migration failed halfway → Check database state, fix forward with repair migration

Schema drift detected → Use autogenerate to create reconciliation migration

Cannot rollback (no downgrade) → Create reverse migration or fix forward

Foreign key violation → Clean data before adding constraint, or add as NOT VALID

Migration locks table too long → Use CONCURRENTLY, add columns in phases, batch updates

Circular dependency → Create merge migration or reorder dependencies

→ See references/troubleshooting.md for detailed solutions with examples

Navigation

Detailed References

• 🌳 Decision Trees - Schema migration strategies, zero-downtime patterns, rollback strategies, migration tool selection, and data migration approaches. Load when planning migrations or choosing strategies.

• 🔧 Troubleshooting - Failed migration recovery, schema drift detection, migration conflicts, rollback failures, data integrity issues, and performance problems. Load when debugging migration issues.

Remember

• Test migrations on copy of production data
• Have rollback plan ready
• Monitor during deployment
• Communicate with team about schema changes
• Keep migrations small and focused