Rithm Coding Challenge

What’s Required

Build a full stack application that does the following:

Backend

Write an API endpoint that returns a filtered set of users from the csv provided below.

• Your API endpoint URL is /users
• Your API responds in the above format with valid GeoJSON
• Your API should correctly filter any combination of API parameters
• Your API should utilize a database
• Your API should support paginating the number of resulting users
• This should be built using Express or Flask
• Your API should be tested

API Structure

Parameter	Description
fav_color	Your favorite color
dist	Maximum match distance in miles
origin	lat/long string of your location
min_age	Minimum age preference
max_age	Maximum age preference

Given the following request:

GET /users?fav_color=red&dist=100&origin=37.774929,-122.419416&min_age=21&max_age=29

The expected response should contain the following:

{
  "metadata": {
    "path": "/users",
    "query": {
      "fav_color": "red",
      "dist": 100,
      "origin": "37.774929,-122.419416",
      "min_age": 21,
      "max_age": 29
    }
  },
  "num_results": 1,
  "results": [
    {
      "type": "user",
      "locationHistory": {
        "type": "FeatureCollection",
        "features": [
          {
            "type": "Feature",
            "properties": {
              "city": "Oakland"
            },
            "geometry": {
              "type": "Point",
              "coordinates": [-122.2711, 37.8044]
            }
          },
          {
            "type": "Feature",
            "properties": {
              "city": "San Francisco"
            },
            "geometry": {
              "type": "Point",
              "coordinates": [-122.419416, 37.774929]
            }
          }
        ]
      },
      "properties": {
        "id": 1,
        "name": "Taylor Swift",
        "age": 27,
        "fav_color": "red"
      }
    }
  ]
}

All query parameters are optional. If a query parameter is missing or the value is invalid, you should skip the related filter.

All minimum and maximum fields should be inclusive (e.g. min_age=21&max_age=23 should return users with an age of 21, 22, or 23).

Frontend

Your application should have a frontend built with React, that displays a form and allows a user to input a favorite color, distance, origin and min and max age. When the form is submitted, a map should render with markers for the location of the users found. You can use Mapbox, Leaflet or any provider for this functionality.