16 posts tagged with "database"

SQL databases have been powering the web since their inception. The combination of strict schema, ACID transactions, and strong integrity makes it still the best storage choice for many apps even today. Database systems, albeit sounding unfathomable and dull, have been a highly vibrant domain in the past few years. Lots of talents are devoted to it, open source projects are created one after another, companies have been striving to build profitable businesses, and VCs have been making bets on those who look like the next unicorns.

Under the flourishing surface, the new generation of modern SQL databases is renovating this 50-year-old technology and gradually reshaping how we build web applications - what we do with it, how we manage it, and the way we program against it. This series of articles tries to explore this topic from multiple fronts, including:

• #1 Serverless & Edge
• #2 New Ways to Program
• #3 Better Developer Experience
• #4 Into The AI Era (this post)

Now we've come to the last part of this series. Let's get hold of the hottest trend of the year - AI, and see how modern databases enable easier development of AI-powered applications.

Prisma is a beloved ORM for NodeJS developers. As with every popular open-source project, it has a long wishlist. Here are two prominent examples:

• Support for a Union type #2505
• Support for Polymorphic Associations #1644

They are about the same thing and have received at least 1000 reactions in total. The ask is for modeling an inheritance hierarchy in the database. ORM’s responsibility is to fix the gap between the two world views: "table + relations" and "object-oriented". Polymorphism is an obvious missing piece in its mission.

SQL databases have been powering the web since their inception. The combination of strict schema, ACID transactions, and strong integrity makes it still the best storage choice for many apps even today. Database systems, albeit sounding unfathomable and dull, have been a highly vibrant domain in the past few years. Lots of talents are devoted to it, open source projects are created one after another, companies have been striving to build profitable businesses, and VCs have been making bets on those who look like the next unicorns.

Under the flourishing surface, the new generation of modern SQL databases is renovating this 50-year-old technology and gradually reshaping how we build web applications - what we do with it, how we manage it, and the way we program against it. This series of articles tries to explore this topic from multiple fronts, including:

• #1 Serverless & Edge
• #2 New Ways to Program
• #3 Better Developer Experience (this post)
• #4 Into The AI Era

Let’s discuss how DX (developer experience) is becoming increasingly crucial in database designs.

SQL databases have been powering the web since their inception. The combination of strict schema, ACID transactions, and strong integrity makes it still the best storage choice for many apps even today. Database systems, albeit sounding unfathomable and dull, have been a highly vibrant domain in the past few years. Lots of talents are devoted to it, open source projects are created one after another, companies have been striving to build profitable businesses, and VCs have been making bets on those who look like the next unicorns.

Under the flourishing surface, the new generation of modern SQL databases is renovating this 50-year-old technology and gradually reshaping how we build web applications - what we do with it, how we manage it, and the way we program against it. This series of articles tries to explore this topic from multiple fronts, including:

• #1 Serverless & Edge
• #2 New Ways to Program (this post)
• #3 Integration with Development Flow (coming soon)
• #4 Into The AI Era

Let’s talk about how we program against the database today.

SQL databases have been powering the web since its inception. The combination of strict schema, ACID transactions, and strong integrity makes it still the best storage choice for many apps even today. Although sounding unfathomable and dull, database systems have been a highly vibrant domain in the past few years. Many talents are devoted to it, open source projects are created one after another, companies have been striving to build profitable businesses, and VCs have been making bets on those who look like the next unicorns.

Under the flourishing surface, the new generation of modern SQL databases is renovating this 50-year-old technology and gradually reshaping how we use it to build web applications - what we do with it, how we manage it, and how we program against it. This series of articles tries to explore this topic from multiple fronts, including:

• #1 Serverless & Edge (this post)
• #2 New Ways to Program
• #3 Better Developer Experience
• #4 Into The AI Era

Let's talk about "Serverless" and "Edge-Ready" today.

I introduced how to achieve soft delete in ZenStack in the previous post below:

Soft delete: Implementation issues in Prisma and solution in ZenStack

The solution appears quite elegant with the help of the access policy in the schema.

model Post {
  ...
  deleted Boolean @default(false) @omit
  @@deny(‘read’, deleted)
  ...
}

In the past month or so, Google managed to piss off two distinct groups of people. The first group who manage domain names, either for their employers or themselves, are hit by a surprise attack from Google’s selling its domain service to SquareSpace. The other group is digital marketers who are forced to switch from Universal Analytics to Google Analytics V4, which is said to be “unbelievably hard to use”.

Since Google has a good tradition of killing products, we can’t help but wonder who’ll be the next. Will it be … Firebase 🤔?

Most web apps only consist of two things: a frontend UI and a backend transaction system. And most of the time, the "backend" is just a glorified intermediary that reads from and writes to a database. So a naive question is raised: why do I need that intermediary? Why can't I just expose the database directly to the frontend?

Yes, you can! PostgREST is built exactly for that purpose.

Database for storing data; application code for implementing business logic - the distinctions seem straightforward. Yet, after so many years of evolution, modern (relational) databases are quite capable of running "logic" - extensions, stored procedures, triggers, etc.

If you are a developer familiar with RESTful APIs, you might have heard of OpenAPI. It is a specification for describing RESTful APIs in a format readable for humans and machines. Building a public-facing OpenAPI includes three tasks:

1. Authoring an OpenAPI specification which serves as the contract between the API provider and the API consumer.
2. Implementing the API endpoints based on the specification.
3. Optionally, implementing client SDKs for consuming the API.

In this post, you'll see how to accomplish all these tasks and build a database-centric OpenAPI service, secure and documented, within 15 minutes.