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avro-safe

v0.0.4

Published

A powerful and flexible Avro schema validation package

Downloads

303

Readme

avro-safe

avro-safe is a robust and flexible Avro schema validation package designed to handle complex validation cases with ease. Whether you're dealing with required fields, optional fields, or fields with default values, avro-safe ensures your payloads conform to the Avro schema while providing clear and concise error reporting.

Features

  • Default Values: Fields with default values are automatically handled. If a field is missing from the payload, the default is used. If present, the field’s type is validated.
  • Null & Undefined Handling: Supports null and undefined values gracefully, following the schema’s requirements.
  • Required Fields: Ensures all required fields are present and correctly typed.
  • Comprehensive Error Reporting: Clear and actionable error messages for missing or mismatched fields.
  • Nested Fields Validation: Supports recursive validation for nested records and arrays.

Installation

To install avro-safe, use npm:

npm install avro-safe

Usage (TypeScript)

Here's how to use avro-safe to validate a payload against an Avro schema:

import { validateAvroPayload } from 'avro-safe';

const schema = {
  type: 'record',
  name: 'PetOwner',
  fields: [
    { name: 'name', type: 'string' },
    { name: 'age', type: ['null', 'int'], default: null }, // Optional field with default value
    { name: 'country', type: 'string', default: 'Unknown' }, // Field with default value
    {
      name: 'pets',
      type: {
        type: 'array',
        items: {
          type: 'record',
          name: 'Pet',
          fields: [
            { name: 'kind', type: { type: 'enum', name: 'PetKind', symbols: ['CAT', 'DOG'] } },
            { name: 'name', type: 'string' }
          ]
        }
      }
    }
  ]
};

const payload = {
  name: 'John Doe',
  pets: [
    { kind: 'DOG', name: 'Buddy' },
    { kind: 'CAT', name: 'Whiskers' }
  ]
};

const errors: string[] = validateAvroPayload(schema, payload);

if (errors.length > 0) {
  console.log('Validation failed:', errors);
} else {
  console.log('Validation successful!');
}

Validation Logic

  1. Required Fields: If a required field is missing, an error is generated.
  2. Default Values: Fields with default values are automatically validated or ignored if absent.
  3. Optional Fields: If a field is null or undefined and the schema allows it, validation passes.
  4. Nested Fields: Handles validation for nested records and arrays.
  5. Clear Error Messages: Any type mismatches or missing fields will produce detailed error messages.

Examples

Valid Payload

const validPayload = {
  name: 'Jane Doe',
  pets: [
    { kind: 'CAT', name: 'Mittens' },
    { kind: 'DOG', name: 'Rover' }
  ]
};

const validErrors: string[] = validateAvroPayload(schema, validPayload);
console.log(validErrors);  // []

Invalid Payload

const invalidPayload = {
  name: 'Jane Doe',
  country: null,  // Invalid, should be string
  pets: [
    { name: 'Buddy' }  // Missing 'kind'
  ]
};

const invalidErrors: string[] = validateAvroPayload(schema, invalidPayload);
console.log(invalidErrors);  // ["Field 'country' is null, but null is not allowed", "Missing required field: 'kind'"]

Contribute

Feel free to open issues and submit pull requests for feature enhancements, bug fixes, or improvements!

Changes:

  • Added Nested Fields: Included in the features section.
  • Updated Usage Examples: Provided examples for valid and invalid payloads.
  • Enhanced Validation Logic: Detailed how nested fields are validated and how different field types are handled.