ORM Code Generator

Overview

Generate type-safe ORM model classes, migration files, and repository patterns from existing database schemas or domain specifications. Supports Prisma, TypeORM, Sequelize, SQLAlchemy, Django ORM, and Drizzle ORM.

Prerequisites

• Database connection string or credentials for schema introspection
• psql or mysql CLI for querying information_schema
• Target ORM framework already installed in the project (prisma, typeorm, sqlalchemy, etc.)
• Node.js/Python/Go runtime matching the target ORM
• Existing project structure to place generated models in the correct directory

Instructions

1. Introspect the database schema by querying information_schema.COLUMNS, information_schema.TABLE_CONSTRAINTS, and information_schema.KEY_COLUMN_USAGE to extract all tables, columns, data types, nullable flags, defaults, primary keys, foreign keys, and unique constraints.

2. For PostgreSQL, additionally query pg_catalog.pg_type for custom enum types and pg_catalog.pg_index for index definitions. For MySQL, query information_schema.STATISTICS for index details.

3. Map database column types to ORM field types:

   • varchar/text -> String / @Column('text')
   • integer/bigint -> Int / @Column('int')
   • boolean -> Boolean / @Column('boolean')
   • timestamp/datetime -> DateTime / @Column('timestamp')
   • jsonb/json -> Json / @Column('jsonb')
   • uuid -> String with @default(uuid()) or uuid.uuid4
   • Custom enums -> Generate enum type definitions

4. Generate model classes with proper decorators/attributes:

   • For Prisma: Generate schema.prisma with model blocks, @id, @unique, @relation, and @default directives.
   • For TypeORM: Generate entity classes with @Entity(), @Column(), @PrimaryGeneratedColumn(), @ManyToOne(), @OneToMany() decorators.
   • For SQLAlchemy: Generate model classes extending Base with Column(), ForeignKey(), relationship(), and __tablename__.
   • For Drizzle: Generate table definitions with pgTable(), serial(), varchar(), timestamp(), and relations().

5. Generate relationship mappings from foreign key constraints. Detect one-to-one (unique FK), one-to-many, and many-to-many (junction table with two FKs) patterns automatically. Add both sides of each relationship with proper cascade options.

6. Create migration files that capture the current schema state. For Prisma: npx prisma migrate dev --name init. For TypeORM: generate migration with typeorm migration:generate. For Alembic: alembic revision --autogenerate.

7. Generate repository/service layer with common CRUD operations: findById, findAll with pagination, create, update, delete, and relationship-aware queries (findWithRelations).

8. Add validation decorators or constraints matching database CHECK constraints and NOT NULL columns. Use class-validator for TypeORM, Pydantic validators for SQLAlchemy, or Zod schemas for Prisma.

9. Generate TypeScript/Python type definitions or interfaces for API layer consumption, ensuring the ORM models and API types stay synchronized.

10. Validate generated models by running a test migration against a temporary database or by comparing the generated schema against the live database schema with a diff tool.

Output

• Model/entity files with full type annotations, decorators, and relationship mappings
• Migration files capturing the initial schema state
• Enum type definitions for database enum columns
• Repository/service classes with typed CRUD operations
• Validation schemas (Zod, class-validator, Pydantic) matching database constraints
• Type definition files for API layer consumption

Error Handling

Examples

Prisma schema from PostgreSQL e-commerce database: Introspect 15 tables including users, orders, products, and categories. Generate schema.prisma with proper @relation directives, enum types for order status, and @default(autoincrement()) for serial columns. Output includes Zod validation schemas for each model.

TypeORM entities from MySQL SaaS application: Generate entity classes for a multi-tenant application with tenant isolation. Each entity includes a tenantId column with a custom @TenantAware decorator. Repository layer includes tenant-scoped query methods.

SQLAlchemy models from legacy database with naming conventions: Introspect a database with inconsistent naming (mix of camelCase and snake_case). Generate models with __tablename__ preserving original names while using Pythonic property names. Alembic migration captures the full schema.

Resources

• Prisma introspection: https://www.prisma.io/docs/orm/prisma-schema/introspection
• TypeORM entity documentation: https://typeorm.io/entities
• SQLAlchemy ORM tutorial: https://docs.sqlalchemy.org/en/20/orm/
• Drizzle ORM schema: https://orm.drizzle.team/docs/sql-schema-declaration
• Django inspectdb command: https://docs.djangoproject.com/en/5.0/howto/legacy-databases/