search
HomeJavajavaTutorialHow can Firestore be used to build a scalable feed and follow system for social networks?

How can Firestore be used to build a scalable feed and follow system for social networks?

Addressing Scalability Issues with Feed and Follow Systems in Firestore

In the world of social networking, creating a scalable feed and follow system is crucial to ensure optimal performance and user experience. When using Firebase Realtime Database, the limitations of large user followings and the retrieval of all posts for new followers posed significant challenges. Firestore, on the other hand, offers a more scalable solution.

Proposed Firestore Database Structure

To address the scalability issues, we propose a schema that includes three top-level collections for:

  • Users: Contains user information such as name and email.
  • Following: Represents the users that a user is following. Each document under this collection has a collection called "userFollowing" that contains the uids of the followed users.
  • Posts: Stores user posts. Each document under this collection has a collection called "userPosts" that contains the ids of the posts created by that user.

Eliminating Scaling Problems

Problem 1: A large number of posts being added to the timelines of followers

Solution: The use of collections allows Firestore to handle large amounts of data efficiently. Even if a user has a large number of followers, the addition of a new post only affects the respective user's "userPosts" collection. No additional data is copied across the database.

Problem 2: New followers receiving all posts from users with numerous posts

Solution: Instead of storing all posts in one place, they are stored in each user's "userPosts" collection. This enables efficient query operations based on cursors and limits. As users scroll down their timelines, only the latest posts are retrieved in chunks.

Additional Optimization

May 20, 2019 Update: To further optimize performance, it's beneficial to create a document for each user's feed. This document can store the recent posts of the users they follow. This approach minimizes the need to query multiple collections and allows for faster loading of user timelines.

Benefits of This Structure

  • Efficient handling of large followings and large amounts of posts
  • Fast and scalable query operations
  • Reduced data duplication and improved storage efficiency
  • Enhanced user experience with optimized timeline performance

The above is the detailed content of How can Firestore be used to build a scalable feed and follow system for social networks?. For more information, please follow other related articles on the PHP Chinese website!

Statement
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
How does IntelliJ IDEA identify the port number of a Spring Boot project without outputting a log?How does IntelliJ IDEA identify the port number of a Spring Boot project without outputting a log?Apr 19, 2025 pm 11:45 PM

Start Spring using IntelliJIDEAUltimate version...

How to elegantly obtain entity class variable names to build database query conditions?How to elegantly obtain entity class variable names to build database query conditions?Apr 19, 2025 pm 11:42 PM

When using MyBatis-Plus or other ORM frameworks for database operations, it is often necessary to construct query conditions based on the attribute name of the entity class. If you manually every time...

How to use the Redis cache solution to efficiently realize the requirements of product ranking list?How to use the Redis cache solution to efficiently realize the requirements of product ranking list?Apr 19, 2025 pm 11:36 PM

How does the Redis caching solution realize the requirements of product ranking list? During the development process, we often need to deal with the requirements of rankings, such as displaying a...

How to safely convert Java objects to arrays?How to safely convert Java objects to arrays?Apr 19, 2025 pm 11:33 PM

Conversion of Java Objects and Arrays: In-depth discussion of the risks and correct methods of cast type conversion Many Java beginners will encounter the conversion of an object into an array...

How do I convert names to numbers to implement sorting and maintain consistency in groups?How do I convert names to numbers to implement sorting and maintain consistency in groups?Apr 19, 2025 pm 11:30 PM

Solutions to convert names to numbers to implement sorting In many application scenarios, users may need to sort in groups, especially in one...

E-commerce platform SKU and SPU database design: How to take into account both user-defined attributes and attributeless products?E-commerce platform SKU and SPU database design: How to take into account both user-defined attributes and attributeless products?Apr 19, 2025 pm 11:27 PM

Detailed explanation of the design of SKU and SPU tables on e-commerce platforms This article will discuss the database design issues of SKU and SPU in e-commerce platforms, especially how to deal with user-defined sales...

How to set the default run configuration list of SpringBoot projects in Idea for team members to share?How to set the default run configuration list of SpringBoot projects in Idea for team members to share?Apr 19, 2025 pm 11:24 PM

How to set the SpringBoot project default run configuration list in Idea using IntelliJ...

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Atom editor mac version download

Atom editor mac version download

The most popular open source editor

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

MantisBT

MantisBT

Mantis is an easy-to-deploy web-based defect tracking tool designed to aid in product defect tracking. It requires PHP, MySQL and a web server. Check out our demo and hosting services.