JSON Schema Generator
Author : Eru Michael
About
A Json Schema Generator.
This is a generic program that:
- Reads a JSON file similar to what's present in this location (./data/)
- Sniffs the schema of the JSON file
- Dumps the output in (./schema/)
The schema output captures ONLY the attributes within the "message" key of the input JSON source data. All attributes within the key "attributes" were excluded.
For the json data types:
The program identifies what a string is and maps accordingly to a JSON schema output, it also identifies what an INTEGER is and maps accordingly to a JSON schema output, when the value in an array is a STRING, the program maps the data type as an ENUM and when the value in an array is another JSON object, the program maps the data type as an ARRAY.
Dependencies
json, collections, unittest, sys, os
Example
From the json data in data_2.json, the data structure is shown below.
{
"attributes": {
"appName": "ABCDEFGHIJKLMNOPQRSTUVW",
"eventType": "ABCDEFGHIJKLMNOPQRSTUVWXYZ",
"subEventType": "ABCDEFGHIJKLMNO",
"sensitive": false
},
"message": {
"user": {
"id": "ABCDEFGHIJKLMNOP",
"nickname": "ABCD",
"title": "ABCDEFGHIJKLMNOPQRSTUVWXYZABC",
"accountType": "ABCDEFGHIJKLMNOPQRSTUVWX",
"countryCode": "ABCDEFGHIJKLMNOPQRSTUVWX",
"orientation": "ABCDEFGHIJKLMNOPQRSTU"
},
"time": 890,
"acl": [],
"publicFeed": false,
"internationalCountries":
[
"ABCDEFGHIJKLMNOPQRSTUVWXYZA",
"ABCDEFGHIJKLMNOPQ",
"ABCDEFGHIJKLMNOPQRSTUVW",
"ABCDEFGHIJKLMNOPQRSTUVWXY",
"ABCDEFGHIJK",
"ABCDEFGHIJKLMNOPQRSTUVWXYZ",
"ABCDEFGHIJKLMNOPQR",
"ABCDEFG",
"ABCDEFGHIJKLM"
],
"topTraderFeed": true
}
}
it should generate a json schema as :
},
"user": {
"id": {
"type": "string",
"tag": "",
"description": "",
"required": false
},
"nickname": {
"type": "string",
"tag": "",
"description": "",
"required": false
},
"title": {
"type": "string",
"tag": "",
"description": "",
"required": false
},
"accountType": {
"type": "string",
"tag": "",
"description": "",
"required": false
},
"countryCode": {
"type": "string",
"tag": "",
"description": "",
"required": false
},
"orientation": {
"type": "string",
"tag": "",
"description": "",
"required": false
}
},
"time": {
"type": "integer",
"tag": "",
"description": "",
"required": false
},
"acl": null,
"publicFeed": null,
"internationalCountries": {
"type": "enum",
"tag": "",
"description": "",
"required": false
},
"topTraderFeed": null
}
3 Jun 19, 2022
14 Nov 07, 2022
6 Aug 31, 2022
166 Jan 04, 2023
0 Dec 13, 2022
2 Nov 12, 2022
3 Feb 04, 2022
3 May 18, 2022
8 Jun 15, 2022
1 Oct 20, 2021
361 Nov 16, 2022
1 Sep 01, 2022
13 Dec 12, 2022
379 Jan 08, 2023
6 Dec 22, 2022
23.2k Dec 29, 2022
3.1k Dec 24, 2022
1 Jan 31, 2022
1 Aug 24, 2022