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Introduction @snaplet/seed is a highly powerful library that supports automatic mock data generation for databases based on the Prisma schema. Instead of manually writing hundreds of lines of complex insert code, @snaplet/seed automatically analyzes relations in the database to generate logical, consistent and data-integrity-assured data. Standout advantages include the ability to automatically reset the database, inherently understand foreign key constraints and support concise syntax for easily creating nested data structures. Prerequisites This article is used alongside Prisma in a NestJS project, I will not specifically mention how to set up Prisma anymore, you can review the previous article to have the necessary preparation before proceeding Detail First, install the package yarn add -D @snaplet/seed Then, add the following scripts to package.json { "scripts" : { "seed:init" : "npx @snaplet/seed init prisma/seed" , "seed:sync...

Introduction Prisma is a next-generation ORM (Object-Relational Mapping) for NodeJS and TypeScript. It helps developers interact with databases intuitively and in a type-safe manner. Prisma possesses many outstanding advantages, including the ability to automatically generate optimal queries, automate the data migration process, provide powerful code auto-completion, and minimize runtime errors thanks to TypeScript's strict type-checking system. Compared to TypeORM, Prisma delivers a superior development experience thanks to a centralized, readable, and maintainable schema structure within a single file (schema.prisma). Instead of having to define complex Entity classes with multiple decorators like TypeORM, Prisma automatically generates Prisma Client based on the schema, ensuring absolute synchronization between the database and code. Additionally, Prisma's Rust-based query engine mechanism helps optimize data query performance with PostgreSQL more effectively, naturally avoi...