Implement data access patterns, Scaling, Migrations, and ORM selection in NestJS. Use when implementing TypeORM/Prisma repositories, migrations, or database patterns in NestJS.
Installation
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Implement data access patterns, Scaling, Migrations, and ORM selection in NestJS. Use when implementing TypeORM/Prisma repositories, migrations, or database patterns in NestJS.
license
MIT
version
1.0.0
author
[Filippo De Silva](https://github.com/FilippoDeSilva)
Abstraction: Services should call Repositories, not raw SQL queries.
Configuration (TypeORM)
Async Loading: Always use TypeOrmModule.forRootAsync to load secrets from ConfigService.
Sync: Set synchronize: false in production; use migrations instead.
Migrations
Never use synchronize: true in production.
Generation: Whenever TypeORM entity (.entity.ts) modified, migration MUST generated using pnpm migration:generate.
Audit: Always inspect generated migration file to ensure it matches entity changes before applying.
Production Strategies:
CI/CD Integration (Recommended): Run pnpm migration:run in pre-deploy or post-deploy job (e.g., GitHub Actions, GitLab CI). Ensure production environment variables correctly set.
Manual SQL (For restricted DB access): Use typeorm migration:show to get SQL or simply copy up method's SQL into management tool (like Supabase SQL Editor). Always track manual runs in migrations metadata table.
Zero-Downtime: Use Expand-Contract pattern (Add -> Backfill -> Drop) for destructive changes.
Seeding: Use factories for dev data; only static dicts for prod.
Best Practices
Pagination: Mandatory. Use limit/offset or cursor-based pagination.
Indexing: Define indexes in code (decorators/schema) for frequently filtered columns (where, order by).
Transactions: Use QueryRunner (TypeORM) or $transaction (Prisma) for all multi-step mutations to ensure atomicity.
Anti-Patterns
No synchronize in production: Use explicit migrations; synchronize: true drops and recreates columns.
No raw entity returns from services: Map to DTOs before leaving service layer.
No unpaginated list queries: All list endpoints must implement limit/offset or cursor pagination.