How to solve jsonLogic, GraphQL Unsupported Query Keys using Lodash

When it comes to data structure for storing or transferring a set of rules that should be defined from the client, jsonLogic its a great choice.

Build complex rules, serialize them as JSON, share them between front-end and back-end” is how the home page for JsonLogic starts describing the library.

The client can define rules in Json format that can be used in many systems to perform validations.

The Problem:

The Solution:

json-logic-js-graphql it is using json-logic-js as a dependency and adds on top a few useful immutable helpful functions from Lodash without changing the default functionality


# Yarn
$ yarn add json-logic-js-graphql
$ npm install json-logic-js-graphql --save

Using a GraphQL Mutation:

The Input:

1. Database: If we are using MongoDB and mongoose the Schema should be a “anything goes” Mixed SchemaType and will look like this:

import mongoose from 'mongoose';
const { Schema } = mongoose;
const ruleSchema = new Schema({
title: { type: String, required: true },
condition: { type: Schema.Types.Mixed, required: true },

2. GraphQL input: The field it is anJSONObject using graphql-scalars

input RuleInput {
title: String
condition: JSONObject

The GraphQL Query:

The condition it is the actual Json rule, we will use to validate our data,

Replace the === with the _eq method.

mutation {
id: "609ce9dbec9fb60004087784"
condition: { _eq: [{ var: "foo" }, "bar"] }
) {

json-logic-js-graphql supports around 248 Lodash methods

All Lodash methods exposed with the _ namespace to avoid overwriting the default jsonLogic's functionality

Using Javascript:

import { jsonLogic } from 'json-logic-js-graphql'const rules = {
_eq: [{ var: 'foo' }, { var: 'bar' }],
const data = { foo: 'bar', bar: 'bar' }
jsonLogic.apply(rules, data)

How it works:

value: The value it is the method’s parameters as an array. The order of the array matters because this is how jsonLogic use the order to call the method with the params!

The key its the method and value an array of the params


The chunk usage is:

_.chunk(array, size)

So the first argument its the array and the second the size

_.chunk(['a', 'b', 'c', 'd'], 2);

In json-logic-js-graphql will be:

{_chunk: [["a","b","c","d"], 2]}

So the results is:


Extras: Date functions using momentJs:

_gteDate, _gtDate, _lteDate, _ltDate, _eqDate, _getDate


const rules = {
_gteDate: [
[{ var: 'from' }, { var: 'to' }],
[364, 'days'],
const data = { from: '2020-10-01', to: '2021-10-01' }
jsonLogic.apply(rules, data)

Expect: >= 364 days


Exposing Lodash methods to jsonLogic we can manipulate data with more flexibility also support GraphQL Query Keys

Backend Engineer at Humid Research