https://github.com/bespoyasov/rule-based-data-validation
Declarative data validation made with rule-based approach and functional programming.
https://github.com/bespoyasov/rule-based-data-validation
declarative domain-driven-design functional-programming rule-based typescript validation
Last synced: 2 months ago
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Declarative data validation made with rule-based approach and functional programming.
- Host: GitHub
- URL: https://github.com/bespoyasov/rule-based-data-validation
- Owner: bespoyasov
- Created: 2022-01-10T20:45:00.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2025-01-25T14:15:25.000Z (9 months ago)
- Last Synced: 2025-05-04T08:36:51.995Z (5 months ago)
- Topics: declarative, domain-driven-design, functional-programming, rule-based, typescript, validation
- Language: TypeScript
- Homepage: https://bespoyasov.ru/showcase/declarative-validation/
- Size: 16.6 KB
- Stars: 17
- Watchers: 2
- Forks: 5
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Declarative validation in rule-based approach and functional programming
[Sample frontend app](https://bespoyasov.ru/showcase/declarative-validation/) with HTML-form data validation made using a rule-based approach, written in TypeScript and (almost pure) functional programming paradigm.
## About Project
Client data validation is complicated. It requires different types of logic to work together, and sometimes difficult to distinguish those types properly. This can result in a messy code.
The rule-based approach helps to separate domain, UI, and infrastructure logic. It makes the validation rules independent from the other code and reusable in different projects.
Read more about this approach in my posts:
- 🇬🇧 [Declarative validation in rule-based approach](https://dev.to/bespoyasov/declarative-data-validation-with-functional-programming-and-rule-based-approach-22a4)
- 🇷🇺 [Декларативная валидация данных в rule-based стиле](http://bespoyasov.ru/blog/declarative-rule-based-validation/)
## App Example
For this post, I created a sample app—Mars colonizer application form.
This form contains fields with different data types (name, date, email, phone, password), different sets of rules and relationships, and even interdependent rules.
[Check out the form](https://bespoyasov.ru/showcase/declarative-validation/) yourself to see how it's working!
## Source Code
Although the main idea is explained in the posts, I left some comments in the source code. Check out the [validation rules](https://github.com/bespoyasov/rule-based-data-validation/blob/main/src/application/validation.ts) and the [validation infrastructure code](https://github.com/bespoyasov/rule-based-data-validation/blob/main/src/services/validation.ts) to feel the idea behind the rule-based validation.