Devendra174's picture
Upload folder using huggingface_hub
1e92f2d verified
import schemaValidator from 'is-my-json-valid';
import { get } from 'lodash';
export class SchemaError extends Error {
constructor( errors ) {
super( 'Failed to validate with JSON schema' );
this.schemaErrors = errors;
}
}
export class TransformerError extends Error {
constructor( error, data, transformer ) {
super( error.message );
this.inputData = data;
this.transformer = transformer;
}
}
const defaultTransformer = ( data ) => data;
/**
* @typedef {Function} Parser
* @param {*} data Input data
* @returns {*} Transformed data
* @throws {SchemaError} Error describing failed schema validation
* @throws {TransformerError} Error ocurred during transformation
*/
/**
* Create a parser to validate and transform data
* @param {Object} schema JSON schema
* @param {Function} transformer Transformer function
* @param {Object} schemaOptions Options to pass to schema validator
* @returns {Parser} Function to validate and transform data
*/
export function makeJsonSchemaParser(
schema,
transformer = defaultTransformer,
schemaOptions = {}
) {
let transform;
let validate;
const genParser = () => {
const options = Object.assign( { greedy: true, verbose: true }, schemaOptions );
const validator = schemaValidator( schema, options );
// filter out unwanted properties even though we may have let them slip past validation
// note: this property does not nest deeply into the data structure, that is, properties
// of a property that aren't in the schema could still come through since only the top
// level of properties are pruned
const filter = schemaValidator.filter(
Object.assign(
{},
schema,
schema.type && schema.type === 'object' && { additionalProperties: false }
)
);
validate = ( data ) => {
if ( ! validator( data ) ) {
if ( 'development' === process.env.NODE_ENV ) {
// eslint-disable-next-line no-console
console.warn( 'JSON Validation Failure' );
validator.errors.forEach( ( error ) =>
// eslint-disable-next-line no-console
console.warn( {
field: error.field,
message: error.message,
value: error.value,
actualType: error.type,
expectedType: get( schema, error.schemaPath ),
} )
);
if ( undefined !== window ) {
// eslint-disable-next-line no-console
console.log( 'updated `lastValidator` and `lastValidated` in console' );
// eslint-disable-next-line no-console
console.log( 'run `lastValidator( lastValidated )` to reproduce failing validation' );
window.lastValidator = validator;
window.lastValidated = data;
}
}
throw new SchemaError( validator.errors );
}
return filter( data );
};
transform = ( data ) => {
try {
return transformer( data );
} catch ( e ) {
if ( 'development' === process.env.NODE_ENV ) {
// eslint-disable-next-line no-console
console.warn( 'Data Transformation Failure' );
// eslint-disable-next-line no-console
console.warn( {
inputData: data,
error: e,
} );
if ( undefined !== window ) {
// eslint-disable-next-line no-console
console.log( 'updated `lastTransformer` and `lastTransformed` in console' );
// eslint-disable-next-line no-console
console.log(
'run `lastTransformer( lastTransformed )` to reproduce failing transform'
);
window.lastTransformer = transformer;
window.lastTransformed = data;
}
}
throw new TransformerError( e, data, transformer );
}
};
};
return ( data ) => {
if ( ! transform ) {
genParser();
}
return transform( validate( data ) );
};
}
export default makeJsonSchemaParser;