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Native validation with portable schema interchange

Project description

AnyVali

AnyVali

Native validation libraries for 10 languages, one portable schema model.

CI codecov License: MIT npm PyPI crates.io Go NuGet Gem

Website · Docs · Issues · Contributing


AnyVali lets you write validation schemas in your language, then share them across any of 10 supported runtimes via a portable JSON format. Think Zod, but for every language.

Why AnyVali?

  • Write schemas natively -- idiomatic APIs for each language, not a separate DSL
  • Share across languages -- export to JSON, import in any other SDK
  • Safe numeric defaults -- number = float64, int = int64 everywhere
  • Deterministic parsing -- coerce, default, then validate, in that order
  • Conformance tested -- shared test corpus ensures identical behavior across SDKs

Install

npm install anyvali          # JavaScript / TypeScript
pip install anyvali           # Python
go get github.com/BetterCorp/AnyVali/sdk/go  # Go
cargo add anyvali             # Rust
dotnet add package AnyVali    # C#
composer require anyvali/anyvali  # PHP
gem install anyvali           # Ruby
Java / Kotlin / C++

Java (Maven)

<dependency>
  <groupId>com.anyvali</groupId>
  <artifactId>anyvali</artifactId>
  <version>0.0.1</version>
</dependency>

Kotlin (Gradle)

implementation("com.anyvali:anyvali:0.0.1")

C++ (CMake)

FetchContent_Declare(anyvali GIT_REPOSITORY https://github.com/BetterCorp/AnyVali)
FetchContent_MakeAvailable(anyvali)
target_link_libraries(your_target PRIVATE anyvali)

Quick Start

Define a schema, parse input, get structured errors or clean data.

JavaScript / TypeScriptPython
import { string, int, object, array } from "anyvali";

const User = object({
  name:  string().minLength(1),
  email: string().format('email'),
  age:   int().min(0).optional(),
  tags:  array(string()).maxItems(5),
});

// Throws on failure
const user = User.parse(input);

// Or get a result object
const result = User.safeParse(input);
if (!result.success) {
  console.log(result.issues);
}
import anyvali as v

User = v.object_({
    "name":  v.string().min_length(1),
    "email": v.string().format("email"),
    "age":   v.int_().min(0).optional(),
    "tags":  v.array(v.string()).max_items(5),
})

# Raises on failure
user = User.parse(input_data)

# Or get a result object
result = User.safe_parse(input_data)
if not result.success:
    print(result.issues)
Go example
import av "github.com/BetterCorp/AnyVali/sdk/go"

User := av.Object(map[string]av.Schema{
    "name":  av.String().MinLength(1),
    "email": av.String().Format("email"),
    "age":   av.Optional(av.Int().Min(0)),
    "tags":  av.Array(av.String()).MaxItems(5),
})

result := User.SafeParse(input)
if !result.Success {
    for _, issue := range result.Issues {
        fmt.Printf("[%s] %s at %v\n", issue.Code, issue.Message, issue.Path)
    }
}

Type Inference

All 10 SDKs now provide static type inference, so parsed values carry the correct type without manual casts. The TypeScript SDK offers full Zod-style Infer<T>:

import { object, string, int, type Infer } from "anyvali";

const User = object({
  name: string().minLength(1),
  email: string().format('email'),
  age: int().min(0).optional(),
});

type User = Infer<typeof User>;
// => { name: string; email: string; age?: number | undefined }

const user = User.parse(input); // fully typed, no cast needed

Other SDKs use the type inference mechanism native to each language:

  • Python -- BaseSchema(Generic[T]), ParseResult(Generic[T]); parse() returns T
  • C# / Kotlin -- Schema<T> generic base class, ParseResult<T>
  • Java -- Schema<T> generic base, ParseResult<T> record
  • Go -- TypedParse[T]() and TypedSafeParse[T]() generic helper functions
  • Rust -- TypedSchema trait with associated Output type, parse_as<T>() free function
  • C++ -- Template parse_as<T>() and safe_parse_as<T>() helpers
  • PHP -- @template phpDoc annotations for PHPStan/Psalm
  • Ruby -- RBS type signature file for Steep/Sorbet

Cross-Language Schema Sharing

AnyVali's core feature: export a schema from one language, import it in another.

// TypeScript frontend -- export
const doc = User.export();
const json = JSON.stringify(doc);
// Send to your backend, save to DB, put in a config file...
# Python backend -- import
import json, anyvali as v

schema = v.import_schema(json.loads(schema_json))
result = schema.safe_parse(request_body)  # Same validation rules!

Forms

The JS SDK also ships a small forms layer for browser-native fields, HTML5 attributes, and AnyVali validation.

import { object, string, int } from "anyvali";
import { initForm } from "anyvali/forms";

const Signup = object({
  email: string().format("email"),
  age: int().min(18),
});

initForm("#signup", { schema: Signup });
<form id="signup">
  <input name="email" type="email" />
  <input name="age" type="number" />
  <button type="submit">Create account</button>
</form>

For JSX-style attribute binding:

import { object, string } from "anyvali";
import { createFormBindings } from "anyvali/forms";

const Signup = object({
  email: string().format("email"),
});

const form = createFormBindings({ schema: Signup });

<input {...form.field("email")} />;

The portable JSON format:

{
  "anyvaliVersion": "1.0",
  "schemaVersion": "1",
  "root": {
    "kind": "object",
    "properties": {
      "name": { "kind": "string", "minLength": 1 },
      "email": { "kind": "string", "format": "email" }
    },
    "required": ["name", "email"],
    "unknownKeys": "strip"
  },
  "definitions": {},
  "extensions": {}
}

Supported SDKs

Language Package Status
JavaScript / TypeScript anyvali v0.0.1
Python anyvali v0.0.1
Go github.com/BetterCorp/AnyVali/sdk/go v0.0.1
Java com.anyvali:anyvali v0.0.1
C# AnyVali v0.0.1
Rust anyvali v0.0.1
PHP anyvali/anyvali v0.0.1
Ruby anyvali v0.0.1
Kotlin com.anyvali:anyvali v0.0.1
C++ anyvali (CMake) v0.0.1

CLI & HTTP API

Don't need an SDK? Use AnyVali from the command line or as a validation microservice.

# Validate from the command line
anyvali validate schema.json '{"name": "Alice", "email": "alice@test.com"}'

# Pipe from stdin
cat payload.json | anyvali validate schema.json -

# Start a validation server
anyvali serve --port 8080 --schemas ./schemas/

# Validate via HTTP
curl -X POST http://localhost:8080/validate/user \
  -H "Content-Type: application/json" \
  -d '{"name": "Alice", "email": "alice@test.com"}'

Pre-built binaries for Linux, macOS, and Windows are available on the releases page. Docker image: docker pull anyvali/cli.

See the CLI Reference and HTTP API Reference for full documentation.

Schema Types

Category Types
Primitives string, bool, null
Numbers number (float64), int (int64), float32, float64, int8-int64, uint8-uint64
Special any, unknown, never
Values literal, enum
Collections array, tuple, object, record
Composition union, intersection
Modifiers optional, nullable

Documentation

Guide Description
Getting Started Installation, API reference, examples
Numeric Semantics Why number = float64 and int = int64
Portability Guide Design schemas that work across all languages
SDK Authors Guide Implement a new AnyVali SDK
Canonical Spec The normative specification
JSON Format Interchange format details
CLI Reference Command-line validation tool
HTTP API Validation microservice / sidecar
Development Building, testing, contributing

Repository Layout

.
├── docs/           Documentation guides
├── spec/           Canonical spec, JSON format, conformance corpus
├── sdk/
│   ├── js/         JavaScript / TypeScript SDK
│   ├── python/     Python SDK
│   ├── go/         Go SDK
│   ├── java/       Java SDK
│   ├── csharp/     C# SDK
│   ├── rust/       Rust SDK
│   ├── php/        PHP SDK
│   ├── ruby/       Ruby SDK
│   ├── kotlin/     Kotlin SDK
│   └── cpp/        C++ SDK
├── cli/            CLI binary and HTTP API server (Go)
├── runner.sh       Build/test/CI runner
└── site/           anyvali.com source

Contributing

Contributions are welcome. Please read CONTRIBUTING.md before opening a pull request.

./runner.sh help       # See all commands
./runner.sh test js    # Test a specific SDK
./runner.sh ci         # Run the full CI pipeline locally
pwsh -File tools/release/build_release.ps1  # Build release artifacts with Docker

License

AnyVali is licensed under the MIT License.


anyvali.com

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