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JSON analyser

A python based JSON analyzer and transformation generator/assistant.

Test in action @ http://optimus.milankoelen.com/

Deploy and Testing Pipelines

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Features

  • List all JSON fields and nested fields
  • List all Arrays in json
  • List all fields with pottential empty objects
  • Make and analyze request
  • Create mongodb transformation pipeline

API Reference

Test Connection

Returns Pong

  GET /ping

Response

"Pong"

Return "Hello World"

  GET /

Response

Parameter Type Description
message string Hello World

Explore JSON

Returns fields

  POST /fields

Expects: JSON object or array

Provide raw json and returns all fields and arrays found.

Response

Parameter Type Description
arrays array List of arrays found in the provided JSON
fields array List of fields found in the provided JSON (in dotnotation and deduplicated)

Returns flat json object

  POST /flatten

Expects: JSON object or array

Returns flatten json object from first object in array.

Response

Parameter Type Description
JSON object 1 level deep JSON object with all nested fields on top level (dotnotation and deduplicated)

Returns mongo transformation

  POST /transform

Expects: JSON object or array

Returns mongo aggregation and transformation pipeline of the provided json

Response

Parameter Type Description
unwind array All unwinded fields in array
project array entire project stage for every field found

Tech Stack

Server: Python, Flask, Flask-limiter