eMODIS (Trial)

This eMODIS API provides a Normalized Difference Vegetation Index (NDVI), which quantifies vegetation by measuring the difference between near-infrared (which vegetation strongly reflects) and red light (which vegetation absorbs).

** Please note, if you see the message "no operation selected", please refresh the page.

GET Request eMODIS

Please note, this is the trial version of this API. Please purchase a subscription key for continued use.

Back to Subscription Version

Overall, NDVI is a standardized way to measure healthy vegetation. When you have high NDVI values, you have healthier vegetation. When you have low NDVI, you have less or no vegetation.

eMODIS API data in FarmScope

Click the Jupyter Notebook Static Sample to view a static rendition of this APIs Jupyter Notebook.
Click the Jupyter Notebook Github Repo to access the Jupyter Notebook .ipynb files and
instructions needed in order to run this APIs Jupyter Notebook.

Call API

Request

Request URL

https://ag-analytics.azure-api.net/eMODIS-clone/[?year][&shape][&filtered][&startYear]

Request parameters

year

The year of which you would like to receive data up to. (e.g. – 2018)
shape

(ESRI Polygon shape): The shape information for field in esriGeometryPolygon format. See example request below. Standard open source JavaScript front-end libraries (e.g., Leaflet) can be used to structure the shape.
filtered

Filter values using modified SG filter.
startYear

The year you would like the historical range to start. (e.g. 2002 -)

Request body

Responses

200 OK

Representations

application/json

Code samples

@ECHO OFF

curl -v -X GET "https://ag-analytics.azure-api.net/eMODIS-clone/?year=2019&shape={"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}&filtered=true&startYear=2002"

--data-ascii "{body}"

using System;
using System.Net.Http.Headers;
using System.Text;
using System.Net.Http;
using System.Web;

namespace CSHttpClientSample
{
    static class Program
    {
        static void Main()
        {
            MakeRequest();
            Console.WriteLine("Hit ENTER to exit...");
            Console.ReadLine();
        }
        
        static async void MakeRequest()
        {
            var client = new HttpClient();
            var queryString = HttpUtility.ParseQueryString(string.Empty);


            // Request parameters
            queryString["year"] = "2019";
            queryString["shape"] = "{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}";
            queryString["filtered"] = "true";
            queryString["startYear"] = "2002";
            var uri = "https://ag-analytics.azure-api.net/eMODIS-clone/?" + queryString;

            var response = await client.GetAsync(uri);
        }
    }
}

// // This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
import java.net.URI;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.HttpClient;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;

public class JavaSample 
{
    public static void main(String[] args) 
    {
        HttpClient httpclient = HttpClients.createDefault();

        try
        {
            URIBuilder builder = new URIBuilder("https://ag-analytics.azure-api.net/eMODIS-clone/");

            builder.setParameter("year", "2019");
            builder.setParameter("shape", "{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}");
            builder.setParameter("filtered", "true");
            builder.setParameter("startYear", "2002");

            URI uri = builder.build();
            HttpGet request = new HttpGet(uri);


            // Request body
            StringEntity reqEntity = new StringEntity("{body}");
            request.setEntity(reqEntity);

            HttpResponse response = httpclient.execute(request);
            HttpEntity entity = response.getEntity();

            if (entity != null) 
            {
                System.out.println(EntityUtils.toString(entity));
            }
        }
        catch (Exception e)
        {
            System.out.println(e.getMessage());
        }
    }
}

<!DOCTYPE html>
<html>
<head>
    <title>JSSample</title>
    <script src="http://ajax.googleapis.com/ajax/libs/jquery/1.9.0/jquery.min.js"></script>
</head>
<body>

<script type="text/javascript">
    $(function() {
        var params = {
            // Request parameters
            "year": "2019",
            "shape": "{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}",
            "filtered": "true",
            "startYear": "2002",
        };
      
        $.ajax({
            url: "https://ag-analytics.azure-api.net/eMODIS-clone/?" + $.param(params),
            beforeSend: function(xhrObj){
                // Request headers
            },
            type: "GET",
            // Request body
            data: "{body}",
        })
        .done(function(data) {
            alert("success");
        })
        .fail(function() {
            alert("error");
        });
    });
</script>
</body>
</html>

#import <Foundation/Foundation.h>

int main(int argc, const char * argv[])
{
    NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
    
    NSString* path = @"https://ag-analytics.azure-api.net/eMODIS-clone/";
    NSArray* array = @[
                         // Request parameters
                         @"entities=true",
                         @"year=2019",
                         @"shape={"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}",
                         @"filtered=true",
                         @"startYear=2002",
                      ];
    
    NSString* string = [array componentsJoinedByString:@"&"];
    path = [path stringByAppendingFormat:@"?%@", string];

    NSLog(@"%@", path);

    NSMutableURLRequest* _request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:path]];
    [_request setHTTPMethod:@"GET"];
    // Request headers
    // Request body
    [_request setHTTPBody:[@"{body}" dataUsingEncoding:NSUTF8StringEncoding]];
    
    NSURLResponse *response = nil;
    NSError *error = nil;
    NSData* _connectionData = [NSURLConnection sendSynchronousRequest:_request returningResponse:&response error:&error];

    if (nil != error)
    {
        NSLog(@"Error: %@", error);
    }
    else
    {
        NSError* error = nil;
        NSMutableDictionary* json = nil;
        NSString* dataString = [[NSString alloc] initWithData:_connectionData encoding:NSUTF8StringEncoding];
        NSLog(@"%@", dataString);
        
        if (nil != _connectionData)
        {
            json = [NSJSONSerialization JSONObjectWithData:_connectionData options:NSJSONReadingMutableContainers error:&error];
        }
        
        if (error || !json)
        {
            NSLog(@"Could not parse loaded json with error:%@", error);
        }
        
        NSLog(@"%@", json);
        _connectionData = nil;
    }
    
    [pool drain];

    return 0;
}

<?php
// This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
require_once 'HTTP/Request2.php';

$request = new Http_Request2('https://ag-analytics.azure-api.net/eMODIS-clone/');
$url = $request->getUrl();

$headers = array(
    // Request headers
);

$request->setHeader($headers);

$parameters = array(
    // Request parameters
    'year' => '2019',
    'shape' => '{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}',
    'filtered' => 'true',
    'startYear' => '2002',
);

$url->setQueryVariables($parameters);

$request->setMethod(HTTP_Request2::METHOD_GET);

// Request body
$request->setBody("{body}");

try
{
    $response = $request->send();
    echo $response->getBody();
}
catch (HttpException $ex)
{
    echo $ex;
}

?>

########### Python 2.7 #############
import httplib, urllib, base64

headers = {
}

params = urllib.urlencode({
    # Request parameters
    'year': '2019',
    'shape': '{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}',
    'filtered': 'true',
    'startYear': '2002',
})

try:
    conn = httplib.HTTPSConnection('ag-analytics.azure-api.net')
    conn.request("GET", "/eMODIS-clone/?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################

########### Python 3.2 #############
import http.client, urllib.request, urllib.parse, urllib.error, base64

headers = {
}

params = urllib.parse.urlencode({
    # Request parameters
    'year': '2019',
    'shape': '{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}',
    'filtered': 'true',
    'startYear': '2002',
})

try:
    conn = http.client.HTTPSConnection('ag-analytics.azure-api.net')
    conn.request("GET", "/eMODIS-clone/?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################

require 'net/http'

uri = URI('https://ag-analytics.azure-api.net/eMODIS-clone/')

query = URI.encode_www_form({
    # Request parameters
    'year' => '2019',
    'shape' => '{"rings":[[[-91.42396,38.285882],[-91.424146,38.285908],[-91.424585,38.285883],[-91.424669,38.285878],[-91.424981,38.2857],[-91.425093,38.285636],[-91.425162,38.285572],[-91.425365,38.285384],[-91.425408,38.285312],[-91.425564,38.285048],[-91.425676,38.284729],[-91.425753,38.284391],[-91.425933,38.284091],[-91.426397,38.283576],[-91.426753,38.283242],[-91.42733,38.282874],[-91.427799,38.28267],[-91.428179,38.282556],[-91.428529,38.282496],[-91.428971,38.282456],[-91.429343,38.282461],[-91.429609,38.282529],[-91.430162,38.282738],[-91.431095,38.283107],[-91.431361,38.283148],[-91.431722,38.283107],[-91.432515,38.282696],[-91.433079,38.282402],[-91.433506,38.281959],[-91.433796,38.28145],[-91.433935,38.280939],[-91.434023,38.28062],[-91.434217,38.280247],[-91.434515,38.279884],[-91.435083,38.279398],[-91.435737,38.278775],[-91.435842,38.278675],[-91.436245,38.278296],[-91.436674,38.278036],[-91.436825,38.277933],[-91.436832,38.278407],[-91.437145,38.278468],[-91.437252,38.278341],[-91.437768,38.278302],[-91.437892,38.284998],[-91.437906,38.285771],[-91.437906,38.285773],[-91.433113,38.285862],[-91.423955,38.28603],[-91.423961,38.286021],[-91.42396,38.285882]],[[-91.436093,38.278766],[-91.43616,38.278913],[-91.43631,38.278942],[-91.436473,38.278917],[-91.436465,38.278761],[-91.436374,38.278687],[-91.436166,38.278647],[-91.436093,38.278766]]],"spatialReference":{"wkid":4326}}',
    'filtered' => 'true',
    'startYear' => '2002'
})
if query.length > 0
  if uri.query && uri.query.length > 0
    uri.query += '&' + query
  else
    uri.query = query
  end
end

request = Net::HTTP::Get.new(uri.request_uri)
# Request body
request.body = "{body}"

response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
    http.request(request)
end

puts response.body