documind/extractor/src/utils/schemaValidator.js

Intelligent document processing and extraction.

/**
 * Validates the schema format to ensure it meets the required structure.
 * @param {Array} schema - The schema to validate.
 * @returns {Object} - { isValid: boolean, errors: Array<string> }
 */

export function validateSchema(schema) {
  const validTypes = ["string", "number", "array", "object", "boolean", "enum"];
  let errors = [];

  if (!Array.isArray(schema)) {
    errors.push("Schema must be an array.");
    return { isValid: false, errors };
  }

  function validateField(field, path) {
    if (!field.hasOwnProperty("name") || typeof field.name !== "string" || field.name.trim() === "") {
      errors.push(`"name" is required and should be a non-empty string at ${path}`);
    }

    if (!field.hasOwnProperty("type") || !validTypes.includes(field.type)) {
      errors.push(`"type" is required and must be one of ${validTypes.join(", ")} at ${path}`);
    }

    if (!field.hasOwnProperty("description") || typeof field.description !== "string" || field.description.trim() === "") {
      errors.push(`"description" is required and should be a non-empty string at ${path}`);
    }

    if (field.type === "enum") {
      if (!field.hasOwnProperty("values") || !Array.isArray(field.values) || field.values.length === 0) {
        errors.push(`"values" is required and must be a non-empty array for enum "${field.name}" at ${path}`);
      } else if (!field.values.every((value) => typeof value === "string")) {
        errors.push(`"values" for enum "${field.name}" at ${path} must be an array of strings`);
      }
    }

    if (field.type === "array") {
      if (!field.hasOwnProperty("children")) {
        errors.push(`"children" property is required for array "${field.name}" at ${path}`);
      } else if (!Array.isArray(field.children) || field.children.length === 0) {
        errors.push(`"children" must be a non-empty array for "${field.name}" at ${path}`);
      } else {
        field.children.forEach((child, index) => validateField(child, `${path}.children[${index}]`));
      }
    }

    if (field.type === "object") {
      if (!field.hasOwnProperty("children")) {
        errors.push(`"children" property is required for object "${field.name}" at ${path}`);
      } else if (!Array.isArray(field.children) || field.children.length === 0) {
        errors.push(`"children" must be a non-empty array for "${field.name}" at ${path}`);
      } else {
        field.children.forEach((child, index) => validateField(child, `${path}.children[${index}]`));
      }
    }
  }

  schema.forEach((field, index) => validateField(field, `schema[${index}]`));

  return {
    isValid: errors.length === 0,
    errors,
  };
}