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May 9, 2022
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json-schema-inferrer

License JavaCI codecov

Java library for inferring JSON schema based on sample JSONs.

Demo site

Here is a simple demo site for this library that showcases some of the things it's capable of.

Sample usage

import java.util.Arrays;
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.saasquatch.jsonschemainferrer.*;

public class Example {

  private static final ObjectMapper mapper = new ObjectMapper();
  private static final JsonSchemaInferrer inferrer = JsonSchemaInferrer.newBuilder()
      .setSpecVersion(SpecVersion.DRAFT_06)
      // Requires commons-validator
      .addFormatInferrers(FormatInferrers.email(), FormatInferrers.ip())
      .setAdditionalPropertiesPolicy(AdditionalPropertiesPolicies.notAllowed())
      .setRequiredPolicy(RequiredPolicies.nonNullCommonFields())
      .addEnumExtractors(EnumExtractors.validEnum(java.time.Month.class),
          EnumExtractors.validEnum(java.time.DayOfWeek.class))
      .build();

  public static void main(String[] args) throws Exception {
    final JsonNode sample1 = mapper.readTree(
        "{\"🙈\":\"https://saasquatch.com\",\"🙉\":[-1.5,2,\"hello@saasquat.ch\",false],\"🙊\":3,\"weekdays\":[\"MONDAY\",\"TUESDAY\"]}");
    final JsonNode sample2 = mapper.readTree(
        "{\"🙈\":1,\"🙉\":{\"🐒\":true,\"🐵\":[2,\"1234:5678::\"],\"🍌\":null},\"🙊\":null,\"months\":[\"JANUARY\",\"FEBRUARY\"]}");
    final JsonNode resultForSample1 = inferrer.inferForSample(sample1);
    final JsonNode resultForSample1And2 =
        inferrer.inferForSamples(Arrays.asList(sample1, sample2));
    for (JsonNode j : Arrays.asList(sample1, sample2, resultForSample1, resultForSample1And2)) {
      System.out.println(mapper.writeValueAsString(j));
    }
  }

}

In the code above, sample1 is:

{
  "🙈": "https://saasquatch.com",
  "🙉": [-1.5, 2, "hello@saasquat.ch", false],
  "🙊": 3,
  "weekdays": ["MONDAY", "TUESDAY"]
}

sample2 is:

{
  "🙈": 1,
  "🙉": { "🐒": true, "🐵": [2, "1234:5678::"], "🍌": null },
  "🙊": null,
  "months": ["JANUARY", "FEBRUARY"]
}

resultForSample1 is:

{
  "$schema": "http://json-schema.org/draft-06/schema#",
  "type": "object",
  "properties": {
    "🙈": { "type": "string" },
    "🙊": { "type": "integer" },
    "weekdays": { "type": "array", "items": { "enum": ["MONDAY", "TUESDAY"] } },
    "🙉": {
      "type": "array",
      "items": {
        "anyOf": [
          { "type": ["number", "boolean"] },
          { "type": "string", "format": "email" }
        ]
      }
    }
  },
  "additionalProperties": false,
  "required": ["🙈", "🙊", "weekdays", "🙉"]
}

And resultForSample1And2 is:

{
  "$schema": "http://json-schema.org/draft-06/schema#",
  "type": "object",
  "properties": {
    "🙈": { "type": ["string", "integer"] },
    "months": { "type": "array", "items": { "enum": ["JANUARY", "FEBRUARY"] } },
    "🙊": { "type": ["null", "integer"] },
    "weekdays": { "type": "array", "items": { "enum": ["MONDAY", "TUESDAY"] } },
    "🙉": {
      "anyOf": [
        {
          "type": "object",
          "properties": {
            "🐵": {
              "type": "array",
              "items": {
                "anyOf": [
                  { "type": "integer" },
                  { "type": "string", "format": "ipv6" }
                ]
              }
            },
            "🍌": { "type": "null" },
            "🐒": { "type": "boolean" }
          },
          "additionalProperties": false,
          "required": ["🐵", "🐒"]
        },
        {
          "type": "array",
          "items": {
            "anyOf": [
              { "type": ["number", "boolean"] },
              { "type": "string", "format": "email" }
            ]
          }
        }
      ]
    }
  },
  "additionalProperties": false,
  "required": ["🙈", "🙉"]
}

For more examples, see package com.saasquatch.jsonschemainferrer.examples.

Adding it to your project

Add the repository

Maven

<repositories>
  <repository>
    <id>jitpack.io</id>
    <url>https://jitpack.io</url>
  </repository>
</repositories>

Gradle

repositories {
  maven { url 'https://jitpack.io' }
}

Add the dependency

Maven

<dependency>
  <groupId>com.github.saasquatch</groupId>
  <artifactId>json-schema-inferrer</artifactId>
  <version>0.1.5</version>
</dependency>

Gradle

implementation 'com.github.saasquatch:json-schema-inferrer:0.1.5'

Transitive Dependencies

This project requires Java 8. The only required transitive dependencies are Jackson and FindBugs (JSR305). If you opt into using some of the built-in FormatInferrers, Commons Validator will also be needed.

Pre-release Versions

Pre-release versions and snapshots (as well as stable releases) can be obtained through JitPack.

License

Unless explicitly stated otherwise all files in this repository are licensed under the Apache License 2.0.

License boilerplate:

Copyright 2019 ReferralSaaSquatch.com Inc.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.