Filter results inside a polygon

Use Algolia’s geo search capabilities to filter results inside a polygon.

In this tutorial, you’ll learn how to filter results around a polygonal location. This location can either be set manually or taken from the current user position.

Dataset

The dataset contains 3000+ of the biggest airports in the world.

JSON

[
 {
    "objectID": "3797",
    "name": "John F Kennedy Intl",
    "city": "New York",
    "country": "United States",
    "iata_code": "JFK",
    "_geoloc": {
      "lat": 40.639751,
      "lng": -73.778925
    },
    "links_count": 911
  }
]

To tell Algolia where each record is located, the latitude and longitude must be stored in the _geoloc attribute.

Initialize the client

1. Download the data set
2. Set up an API client and send your data to Algolia

Configure index settings

Even if you just want to sort by distance to a location, your textual relevance should also be good so that users can refine the search with a query. To do that, you must configure the index.

C#

var response = await client.SetSettingsAsync(
  "ALGOLIA_INDEX_NAME",
  new IndexSettings
  {
    SearchableAttributes = new List { "name", "country", "city", "iata_code" },
    CustomRanking = new List { "desc(links_count)" },
  }
);

Searchable attributes

The searchable attributes are: name, city, country, and iata_code.

Custom ranking

Algolia will use an airport’s number of connected airports as a ranking metric. The more connections, the better.

Filtering inside a polygonal area

The USA can be considered as a polygon:

To filter inside this rectangle, you need to pass the latitude and longitude of all the points to the insidePolygon parameter:

• 42.01,-124.31,
• 48.835509470063045,-124.40453125000005
• 45.01082951668149,-65.95726562500005
• 31.247243545293433,-81.06578125000004
• 25.924152577235226,-97.68234374999997
• 32.300311895879545,-117.54828125

C#

var response = await client.SearchSingleIndexAsync(
  "ALGOLIA_INDEX_NAME",
  new SearchParams(
    new SearchParamsObject
    {
      InsidePolygon = new List>
      {
        new List
        {
          42.01,
          -124.31,
          48.835509470063045,
          -124.40453125000005,
          45.01082951668149,
          -65.95726562500005,
          31.247243545293433,
          -81.06578125000004,
          25.924152577235226,
          -97.68234374999997,
          32.300311895879545,
          -117.54828125,
        },
      },
    }
  )
);

The empty query ('') returns all matching airports.