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is-my-json-valid

MITJavaScript

A high-performance JSONSchema validator that uses code generation for maximum validation speed.

GitHubGitHub
965 stars114 forks0 contributors

What is is-my-json-valid?

is-my-json-valid is a JSONSchema validator library that compiles JSON schemas into optimized JavaScript code for extremely fast validation. It solves the problem of slow schema validation in high-performance applications by generating efficient validation functions at runtime. The library supports most JSONSchema v4 features and provides detailed error reporting.

Target Audience

Developers building applications that require high-performance JSON validation, particularly those working with APIs, data processing pipelines, or any system where validation speed impacts overall performance.

Value Proposition

Developers choose is-my-json-valid because it consistently benchmarks as the fastest JSONSchema validator available, using code generation to achieve performance that significantly outperforms interpretation-based validators while maintaining full schema compliance.

Overview

A JSONSchema validator that uses code generation to be extremely fast

Use Cases

Best For

  • Validating API request/response payloads in high-traffic applications
  • Data processing pipelines where validation speed impacts throughput
  • Real-time form validation in Node.js applications
  • Ensuring data quality in ETL (Extract, Transform, Load) processes
  • Building validation middleware for Express.js or other Node.js frameworks
  • Type-safe validation with TypeScript integration

Not Ideal For

  • Applications requiring remote JSON schema references ($ref to external URLs), as remoteRefs are not supported.
  • Projects dealing with unicode-heavy data where accurate string length validation is essential, due to issues with surrogate pairs in maxLength/minLength.
  • Teams that prioritize extensive ecosystem support or plugins over raw performance, as the library focuses on core validation without many extras.
  • Environments where JavaScript code generation is restricted for security reasons, such as certain sandboxed or compliance-heavy contexts.

Pros & Cons

Pros

Blazing Fast Performance

Compiles schemas into optimized JavaScript code, making it consistently the fastest validator in benchmarks like json-schema-benchmark and cosmicreals.com.

Detailed Error Reporting

Supports verbose mode with error values and schema paths, providing actionable insights for debugging validation failures.

TypeScript Type Inference

Includes typings that construct interfaces from schemas, enabling type-safe validation and better developer experience in TypeScript projects.

Flexible Customization

Allows custom formats via regex or functions and supports external schema references with $ref, offering tailored validation rules.

Cons

Incomplete JSONSchema Compliance

Missing support for remoteRefs and has known bugs with unicode length validation, which may break strict schema adherence for some applications.

Imperfect TypeScript Support

The README admits typings are 'early on and not perfect,' potentially causing type issues in complex or edge-case schemas.

Code Generation Overhead

Initial schema compilation adds setup time, making it less efficient for one-off validations or dynamically changing schemas compared to interpreters.

Frequently Asked Questions

Quick Stats

Stars965
Forks114
Contributors0
Open Issues40
Last commit3 years ago
CreatedSince 2014

Tags

#validation#schema-validation#json-schema#nodejs#javascript#data-validation#type-validation#code-generation#performance

Built With

J
JavaScript
N
Node.js

Included in

Node.js65.5kJSON1.5k
Auto-fetched 1 day ago

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Community-curated · Updated weekly · 100% open source

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