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Data Modeling & Validation Libraries

Libraries that provide tools for parsing, validating, and transforming data using language-native features such as type hints.

91 projects

40,576 contributors

$158M

React

React is a JavaScript library for building user interfaces. It enables developers to create reusable UI components and efficiently update views when data changes, following a declarative programming paradigm.

Contributors

17,854

Organizations

4,363

Software value

$25M

The Symfony PHP Framework

Symfony is a PHP web application framework designed for building robust, scalable, and maintainable web applications using reusable components and a structured MVC architecture. It’s widely used for enterprise-level projects and forms the foundation of many other PHP platforms, including Laravel and Drupal.

Contributors

12,967

Organizations

3,123

Software value

$64M

ipython

ipython is a sub-project of Project Jupyter.

Contributors

9,428

Organizations

1,697

Software value

$67M

DocArray

The mission of the DocArray project is to develop a library for nested, unstructured, multimodal data in transit, including text, image, audio, video, 3D mesh.

Contributors

327

Organizations

46

Software value

$1.6M

APISpec

A pluggable API specification generator. Currently supports the OpenAPI Specification (f.k.a. the Swagger specification)..

This project hasn't been onboarded to LFX Insights.

Active Storage Validations

Do it like => validates :photos, attached: true, content_type: ['image/png', 'image/jpg', 'image/jpeg'], size: { less_than: 500.kilobytes }, limit: { min: 1, max: 3 }, aspect_ratio: :landscape, dimension: { width: { in: 800..1600 }

This project hasn't been onboarded to LFX Insights.

Apache Commons Validator

Apache Commons Validator

This project hasn't been onboarded to LFX Insights.

AutoMapper

A convention-based object-object mapper in .NET.

This project hasn't been onboarded to LFX Insights.

CEL for Go

Fast, portable, non-Turing complete expression evaluation with gradual typing (Go)

This project hasn't been onboarded to LFX Insights.

CSLA .NET

A home for your business logic in any .NET application.

This project hasn't been onboarded to LFX Insights.

Cadl

Cadl is a Linux Foundation project focused on developing tools and standards for API design and development, enabling more efficient and consistent API creation across different platforms and programming languages.

This project hasn't been onboarded to LFX Insights.

Cargo Semver Parser and Evaluator

Parser and evaluator for Cargo's flavor of Semantic Versioning

This project hasn't been onboarded to LFX Insights.

Class Transformer

Decorator-based transformation, serialization, and deserialization between objects and classes.

This project hasn't been onboarded to LFX Insights.

Conform

A type-safe form validation library utilizing web fundamentals to progressively enhance HTML Forms with full support for server frameworks like Remix and Next.js.

This project hasn't been onboarded to LFX Insights.

Dataclasses JSON

Easily serialize Data Classes to and from JSON

This project hasn't been onboarded to LFX Insights.

FluentValidation

A popular .NET validation library for building strongly-typed validation rules.

This project hasn't been onboarded to LFX Insights.

Formik

Build forms in React, without the tears 😭

This project hasn't been onboarded to LFX Insights.

Formily

πŸ“±πŸš€ 🧩 Cross Device & High Performance Normal Form/Dynamic(JSON Schema) Form/Form Builder -- Support React/React Native/Vue 2/Vue 3

This project hasn't been onboarded to LFX Insights.

Formio Platform: Data Management for PWAs

A Form and Data Management Platform for Progressive Web Applications.

This project hasn't been onboarded to LFX Insights.

FormioJS: JSON Form Builder

JavaScript powered Forms with JSON Form Builder

This project hasn't been onboarded to LFX Insights.

Freezed

Code generation for immutable classes that has a simple syntax/API without compromising on the features.

This project hasn't been onboarded to LFX Insights.

Go-OpenAPI Specification Object Model

openapi specification object model

This project hasn't been onboarded to LFX Insights.

Govalidator

[Go] Package of validators and sanitizers for strings, numerics, slices and structs

This project hasn't been onboarded to LFX Insights.

GraphQL Scalars

A library of custom GraphQL Scalars for creating precise type-safe GraphQL schemas.

This project hasn't been onboarded to LFX Insights.

JMESPath Python

JMESPath is a query language for JSON.

This project hasn't been onboarded to LFX Insights.

JSON Schema Project

JSON Schema specifications, reference schemas, and a CommonJS implementation

This project hasn't been onboarded to LFX Insights.

JSON Schema Ref Parser

Parse, Resolve, and Dereference JSON Schema $ref pointers in Node and browsers

This project hasn't been onboarded to LFX Insights.

JSON Schema for Python

An implementation of the JSON Schema specification for Python

This project hasn't been onboarded to LFX Insights.

JSONEditor

A web-based tool to view, edit, format, and validate JSON

This project hasn't been onboarded to LFX Insights.

Jackson

Main Portal page for the Jackson project

This project hasn't been onboarded to LFX Insights.

Jackson Databind

General data-binding package for Jackson (2.x): works on streaming API (core) implementation(s)

This project hasn't been onboarded to LFX Insights.

Jakarta Bean Validation Reference Implementation

Hibernate Validator - Jakarta Bean Validation Reference Implementation

This project hasn't been onboarded to LFX Insights.

Json Everything

System.Text.Json-based support for all of your JSON needs.

This project hasn't been onboarded to LFX Insights.

Laminas Filter

Programmatically filter and normalize data and files

This project hasn't been onboarded to LFX Insights.

Laminas Validator

Validation classes for a wide range of domains, and the ability to chain validators to create complex validation criteria

This project hasn't been onboarded to LFX Insights.

Laravel Data

Powerful data objects for Laravel

This project hasn't been onboarded to LFX Insights.

LoopBack 4

LoopBack makes it easy to build modern API applications that require complex integrations.

This project hasn't been onboarded to LFX Insights.

Malli

High-performance data-driven data specification library for Clojure/Script.

This project hasn't been onboarded to LFX Insights.

NJsonSchema

JSON Schema reader, generator and validator for .NET

This project hasn't been onboarded to LFX Insights.

Pandera

A light-weight, flexible, and expressive statistical data testing library

This project hasn't been onboarded to LFX Insights.

Phony

E164 international phone number normalizing, splitting, formatting.

This project hasn't been onboarded to LFX Insights.

PropertyInfo Component

Extracts information about PHP class' properties using metadata of popular sources

This project hasn't been onboarded to LFX Insights.

Pydantic

Data validation using Python type hints

This project hasn't been onboarded to LFX Insights.

Pydantic Core

Core validation logic for pydantic written in rust

This project hasn't been onboarded to LFX Insights.

React Hook Form: React-Focused State and Validation

πŸ“‹ React Hooks for form state management and validation (Web + React Native)

This project hasn't been onboarded to LFX Insights.

React PropTypes

Runtime type checking for React props and similar objects

This project hasn't been onboarded to LFX Insights.

Respect\Validation

The most awesome validation engine ever created for PHP

This project hasn't been onboarded to LFX Insights.

Schema

Package gorilla/schema fills a struct with form values.

This project hasn't been onboarded to LFX Insights.

Serde

Serialization framework for Rust

This project hasn't been onboarded to LFX Insights.

Serde JSON

Strongly typed JSON library for Rust

This project hasn't been onboarded to LFX Insights.

Smithy

Smithy is a protocol-agnostic interface definition language and set of tools for generating clients, servers, and documentation for any programming language.

This project hasn't been onboarded to LFX Insights.

Stranger6667-jsonschema-rust-validator

A high-performance JSON Schema validator for Rust

This project hasn't been onboarded to LFX Insights.

Superstruct

A simple and composable way to validate data in JavaScript (and TypeScript).

This project hasn't been onboarded to LFX Insights.

Symfony Validator

Provides tools to validate values

This project hasn't been onboarded to LFX Insights.

TanStack Form: Cross-Framework State Management

πŸ€– Headless, performant, and type-safe form state management for TS/JS, React, Vue, Angular, Solid, and Lit.

This project hasn't been onboarded to LFX Insights.

TypeBox

Json Schema Type Builder with Static Type Resolution for TypeScript

This project hasn't been onboarded to LFX Insights.

Typeguard

Run-time type checker for Python

This project hasn't been onboarded to LFX Insights.

Typia

Super-fast/easy runtime validators and serializers via transformation

This project hasn't been onboarded to LFX Insights.

VObject

:date: The VObject library for PHP allows you to easily parse and manipulate iCalendar and vCard objects

This project hasn't been onboarded to LFX Insights.

Valibot

The modular and type safe schema library for validating structural data πŸ€–

This project hasn't been onboarded to LFX Insights.
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