Java and RapidAPI use case

APIs and tooling like Jupyter docs allows many opportunities in fields like Data Science. As more and more developers use APIs, they build standards in how you setup a client, send requests and receive information...

An HttpClient can be used to send requests and retrieve their responses
An HttpRequest sets up header and body to API provider
An HttpResponse is returned as a result of sending an HttpRequest

Typically a response body will be received, if all goes well Next step, is to format the response body according to your data science needs

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;

//RapidAPI header  https://rapidapi.com/spamakashrajtech/api/corona-virus-world-and-india-data
HttpRequest request = HttpRequest.newBuilder()
    .uri(URI.create("https://corona-virus-world-and-india-data.p.rapidapi.com/api"))
    .header("x-rapidapi-key", "dec069b877msh0d9d0827664078cp1a18fajsn2afac35ae063")
    .header("x-rapidapi-host", "corona-virus-world-and-india-data.p.rapidapi.com")
    .method("GET", HttpRequest.BodyPublishers.noBody())
    .build();

//RapidAPI request and response
HttpResponse<String> response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());

//RapidAPI Body
System.out.println(response.body());

{"countries_stat":[{"country_name":"USA","cases":"82,649,779","deaths":"1,018,316","region":"","total_recovered":"80,434,925","new_deaths":"0","new_cases":"0","serious_critical":"1,465","active_cases":"1,196,538","total_cases_per_1m_population":"247,080","deaths_per_1m_population":"3,044","total_tests":"1,000,275,726","tests_per_1m_population":"2,990,303"},{"country_name":"India","cases":"43,057,545","deaths":"522,193","region":"","total_recovered":"42,519,479","new_deaths":"0","new_cases":"0","serious_critical":"698","active_cases":"15,873","total_cases_per_1m_population":"30,657","deaths_per_1m_population":"372","total_tests":"834,717,702","tests_per_1m_population":"594,319"},{"country_name":"Brazil","cases":"30,345,654","deaths":"662,663","region":"","total_recovered":"29,364,400","new_deaths":"0","new_cases":"0","serious_critical":"8,318","active_cases":"318,591","total_cases_per_1m_population":"140,954","deaths_per_1m_population":"3,078","total_tests":"63,776,166","tests_per_1m_population":"296,238"},{"country_name":"France","cases":"28,244,977","deaths":"145,020","region":"","total_recovered":"25,852,832","new_deaths":"0","new_cases":"0","serious_critical":"1,677","active_cases":"2,247,125","total_cases_per_1m_population":"430,996","deaths_per_1m_population":"2,213","total_tests":"266,484,045","tests_per_1m_population":"4,066,333"},{"country_name":"Germany","cases":"24,109,433","deaths":"134,624","region":"","total_recovered":"21,243,000","new_deaths":"0","new_cases":"0","serious_critical":"1,980","active_cases":"2,731,809","total_cases_per_1m_population":"286,106","deaths_per_1m_population":"1,598","total_tests":"122,332,384","tests_per_1m_population":"1,451,714"},{"country_name":"UK","cases":"21,933,206","deaths":"173,352","region":"","total_recovered":"20,782,350","new_deaths":"0","new_cases":"0","serious_critical":"339","active_cases":"977,504","total_cases_per_1m_population":"320,054","deaths_per_1m_population":"2,530","total_tests":"514,985,782","tests_per_1m_population":"7,514,777"},{"country_name":"Russia","cases":"18,137,137","deaths":"374,902","region":"","total_recovered":"17,474,628","new_deaths":"168","new_cases":"8,446","serious_critical":"2,300","active_cases":"287,607","total_cases_per_1m_population":"124,187","deaths_per_1m_population":"2,567","total_tests":"273,400,000","tests_per_1m_population":"1,871,995"},{"country_name":"S. Korea","cases":"16,895,194","deaths":"22,133","region":"","total_recovered":"N\/A","new_deaths":"109","new_cases":"64,725","serious_critical":"726","active_cases":"N\/A","total_cases_per_1m_population":"329,028","deaths_per_1m_population":"431","total_tests":"15,804,065","tests_per_1m_population":"307,778"},{"country_name":"Italy","cases":"16,079,209","deaths":"162,609","region":"","total_recovered":"14,684,371","new_deaths":"0","new_cases":"0","serious_critical":"409","active_cases":"1,232,229","total_cases_per_1m_population":"266,648","deaths_per_1m_population":"2,697","total_tests":"211,365,630","tests_per_1m_population":"3,505,156"},{"country_name":"Turkey","cases":"15,016,270","deaths":"98,676","region":"","total_recovered":"14,854,475","new_deaths":"0","new_cases":"0","serious_critical":"975","active_cases":"63,119","total_cases_per_1m_population":"174,654","deaths_per_1m_population":"1,148","total_tests":"158,110,923","tests_per_1m_population":"1,838,986"},{"country_name":"Spain","cases":"11,786,036","deaths":"103,908","region":"","total_recovered":"11,261,340","new_deaths":"0","new_cases":"0","serious_critical":"339","active_cases":"420,788","total_cases_per_1m_population":"251,906","deaths_per_1m_population":"2,221","total_tests":"471,036,328","tests_per_1m_population":"10,067,575"},{"country_name":"Vietnam","cases":"10,563,502","deaths":"43,013","region":"","total_recovered":"9,086,075","new_deaths":"9","new_cases":"8,813","serious_critical":"612","active_cases":"1,434,414","total_cases_per_1m_population":"106,789","deaths_per_1m_population":"435","total_tests":"85,789,114","tests_per_1m_population":"867,262"},{"country_name":"Argentina","cases":"9,060,923","deaths":"128,344","region":"","total_recovered":"8,895,999","new_deaths":"0","new_cases":"0","serious_critical":"412","active_cases":"36,580","total_cases_per_1m_population":"197,215","deaths_per_1m_population":"2,793","total_tests":"35,716,069","tests_per_1m_population":"777,376"},{"country_name":"Netherlands","cases":"8,035,603","deaths":"22,206","region":"","total_recovered":"7,643,520","new_deaths":"0","new_cases":"0","serious_critical":"94","active_cases":"369,877","total_cases_per_1m_population":"467,096","deaths_per_1m_population":"1,291","total_tests":"21,107,399","tests_per_1m_population":"1,226,938"},{"country_name":"Japan","cases":"7,621,562","deaths":"29,284","region":"","total_recovered":"7,135,403","new_deaths":"27","new_cases":"43,721","serious_critical":"195","active_cases":"456,875","total_cases_per_1m_population":"60,596","deaths_per_1m_population":"233","total_tests":"46,690,473","tests_per_1m_population":"371,215"},{"country_name":"Iran","cases":"7,216,040","deaths":"140,975","region":"","total_recovered":"6,966,954","new_deaths":"13","new_cases":"528","serious_critical":"1,046","active_cases":"108,111","total_cases_per_1m_population":"83,972","deaths_per_1m_population":"1,641","total_tests":"50,811,054","tests_per_1m_population":"591,284"},{"country_name":"Colombia","cases":"6,091,094","deaths":"139,771","region":"","total_recovered":"5,924,433","new_deaths":"0","new_cases":"0","serious_critical":"342","active_cases":"26,890","total_cases_per_1m_population":"117,448","deaths_per_1m_population":"2,695","total_tests":"34,355,022","tests_per_1m_population":"662,433"},{"country_name":"Indonesia","cases":"6,043,768","deaths":"156,067","region":"","total_recovered":"5,868,251","new_deaths":"0","new_cases":"0","serious_critical":"2,771","active_cases":"19,450","total_cases_per_1m_population":"21,682","deaths_per_1m_population":"560","total_tests":"94,877,499","tests_per_1m_population":"340,374"},{"country_name":"Poland","cases":"5,991,197","deaths":"115,948","region":"","total_recovered":"5,334,375","new_deaths":"0","new_cases":"344","serious_critical":"1,588","active_cases":"540,874","total_cases_per_1m_population":"158,616","deaths_per_1m_population":"3,070","total_tests":"36,027,053","tests_per_1m_population":"953,808"},{"country_name":"Mexico","cases":"5,733,514","deaths":"324,117","region":"","total_recovered":"5,033,892","new_deaths":"57","new_cases":"802","serious_critical":"4,798","active_cases":"375,505","total_cases_per_1m_population":"43,641","deaths_per_1m_population":"2,467","total_tests":"15,762,889","tests_per_1m_population":"119,981"},{"country_name":"Australia","cases":"5,689,377","deaths":"6,991","region":"","total_recovered":"5,274,197","new_deaths":"21","new_cases":"34,769","serious_critical":"135","active_cases":"408,189","total_cases_per_1m_population":"218,537","deaths_per_1m_population":"269","total_tests":"68,845,476","tests_per_1m_population":"2,644,452"},{"country_name":"Ukraine","cases":"4,997,224","deaths":"108,306","region":"","total_recovered":"N\/A","new_deaths":"0","new_cases":"0","serious_critical":"177","active_cases":"N\/A","total_cases_per_1m_population":"115,517","deaths_per_1m_population":"2,504","total_tests":"19,521,252","tests_per_1m_population":"451,259"},{"country_name":"Malaysia","case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Lucia","cases":"23,239","deaths":"368","region":"","total_recovered":"22,736","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"135","total_cases_per_1m_population":"125,520","deaths_per_1m_population":"1,988","total_tests":"142,630","tests_per_1m_population":"770,382"},{"country_name":"Timor-Leste","cases":"22,860","deaths":"130","region":"","total_recovered":"22,714","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"16","total_cases_per_1m_population":"16,762","deaths_per_1m_population":"95","total_tests":"261,007","tests_per_1m_population":"191,388"},{"country_name":"Cayman Islands","cases":"21,755","deaths":"26","region":"","total_recovered":"8,553","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"13,176","total_cases_per_1m_population":"324,145","deaths_per_1m_population":"387","total_tests":"222,773","tests_per_1m_population":"3,319,273"},{"country_name":"Burkina Faso","cases":"20,853","deaths":"382","region":"","total_recovered":"20,439","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"32","total_cases_per_1m_population":"951","deaths_per_1m_population":"17","total_tests":"248,995","tests_per_1m_population":"11,350"},{"country_name":"Nicaragua","cases":"18,491","deaths":"225","region":"","total_recovered":"4,225","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"14,041","total_cases_per_1m_population":"2,733","deaths_per_1m_population":"33","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Gibraltar","cases":"17,706","deaths":"102","region":"","total_recovered":"16,579","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"1,025","total_cases_per_1m_population":"525,822","deaths_per_1m_population":"3,029","total_tests":"534,283","tests_per_1m_population":"15,866,807"},{"country_name":"South Sudan","cases":"17,422","deaths":"138","region":"","total_recovered":"13,514","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"3,770","total_cases_per_1m_population":"1,524","deaths_per_1m_population":"12","total_tests":"376,391","tests_per_1m_population":"32,928"},{"country_name":"Tajikistan","cases":"17,388","deaths":"124","region":"","total_recovered":"17,264","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"1,752","deaths_per_1m_population":"12","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Liechtenstein","cases":"17,103","deaths":"85","region":"","total_recovered":"16,831","new_deaths":"1","new_cases":"12","serious_critical":"0","active_cases":"187","total_cases_per_1m_population":"446,251","deaths_per_1m_population":"2,218","total_tests":"102,174","tests_per_1m_population":"2,665,919"},{"country_name":"San Marino","cases":"16,140","deaths":"114","region":"","total_recovered":"15,662","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"364","total_cases_per_1m_population":"473,870","deaths_per_1m_population":"3,347","total_tests":"149,271","tests_per_1m_population":"4,382,590"},{"country_name":"Equatorial Guinea","cases":"15,907","deaths":"183","region":"","total_recovered":"15,698","new_deaths":"0","new_cases":"0","serious_critical":"5","active_cases":"26","total_cases_per_1m_population":"10,704","deaths_per_1m_population":"123","total_tests":"310,972","tests_per_1m_population":"209,251"},{"country_name":"Djibouti","cases":"15,611","deaths":"189","region":"","total_recovered":"15,411","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"11","total_cases_per_1m_population":"15,396","deaths_per_1m_population":"186","total_tests":"303,924","tests_per_1m_population":"299,748"},{"country_name":"CAR","cases":"14,649","deaths":"113","region":"","total_recovered":"6,859","new_deaths":"0","new_cases":"0","serious_critical":"2","active_cases":"7,677","total_cases_per_1m_population":"2,941","deaths_per_1m_population":"23","total_tests":"81,294","tests_per_1m_population":"16,320"},{"country_name":"Grenada","cases":"14,428","deaths":"220","region":"","total_recovered":"13,945","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"263","total_cases_per_1m_population":"127,159","deaths_per_1m_population":"1,939","total_tests":"148,567","tests_per_1m_population":"1,309,376"},{"country_name":"Bermuda","cases":"13,143","deaths":"131","region":"","total_recovered":"12,719","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"293","total_cases_per_1m_population":"212,453","deaths_per_1m_population":"2,118","total_tests":"866,313","tests_per_1m_population":"14,003,734"},{"country_name":"Solomon Islands","cases":"12,437","deaths":"139","region":"","total_recovered":"11,194","new_deaths":"0","new_cases":"0","serious_critical":"2","active_cases":"1,104","total_cases_per_1m_population":"17,339","deaths_per_1m_population":"194","total_tests":"5,117","tests_per_1m_population":"7,134"},{"country_name":"Dominica","cases":"12,011","deaths":"63","region":"","total_recovered":"11,926","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"22","total_cases_per_1m_population":"166,107","deaths_per_1m_population":"871","total_tests":"187,690","tests_per_1m_population":"2,595,666"},{"country_name":"Gambia","cases":"11,995","deaths":"365","region":"","total_recovered":"11,591","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"39","total_cases_per_1m_population":"4,724","deaths_per_1m_population":"144","total_tests":"155,686","tests_per_1m_population":"61,314"},{"country_name":"Greenland","cases":"11,971","deaths":"21","region":"","total_recovered":"2,761","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"9,189","total_cases_per_1m_population":"210,209","deaths_per_1m_population":"369","total_tests":"164,926","tests_per_1m_population":"2,896,081"},{"country_name":"Yemen","cases":"11,818","deaths":"2,148","region":"","total_recovered":"9,001","new_deaths":"0","new_cases":"0","serious_critical":"23","active_cases":"669","total_cases_per_1m_population":"381","deaths_per_1m_population":"69","total_tests":"265,253","tests_per_1m_population":"8,553"},{"country_name":"Monaco","cases":"11,604","deaths":"54","region":"","total_recovered":"11,362","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"188","total_cases_per_1m_population":"291,969","deaths_per_1m_population":"1,359","total_tests":"54,960","tests_per_1m_population":"1,382,850"},{"country_name":"Saint Martin","cases":"10,279","deaths":"63","region":"","total_recovered":"1,399","new_deaths":"0","new_cases":"0","serious_critical":"7","active_cases":"8,817","total_cases_per_1m_population":"257,903","deaths_per_1m_population":"1,581","total_tests":"112,382","tests_per_1m_population":"2,819,701"},{"country_name":"Sint Maarten","cases":"9,990","deaths":"86","region":"","total_recovered":"9,841","new_deaths":"0","new_cases":"0","serious_critical":"10","active_cases":"63","total_cases_per_1m_population":"228,317","deaths_per_1m_population":"1,965","total_tests":"62,056","tests_per_1m_population":"1,418,261"},{"country_name":"Eritrea","cases":"9,733","deaths":"103","region":"","total_recovered":"9,629","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"1","total_cases_per_1m_population":"2,678","deaths_per_1m_population":"28","total_tests":"23,693","tests_per_1m_population":"6,518"},{"country_name":"Caribbean Netherlands","cases":"9,592","deaths":"34","region":"","total_recovered":"9,392","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"166","total_cases_per_1m_population":"359,749","deaths_per_1m_population":"1,275","total_tests":"30,126","tests_per_1m_population":"1,129,880"},{"country_name":"Tonga","cases":"9,553","deaths":"11","region":"","total_recovered":"8,306","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"1,236","total_cases_per_1m_population":"88,571","deaths_per_1m_population":"102","total_tests":"408,213","tests_per_1m_population":"3,784,761"},{"country_name":"Niger","cases":"8,914","deaths":"309","region":"","total_recovered":"8,507","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"98","total_cases_per_1m_population":"346","deaths_per_1m_population":"12","total_tests":"249,026","tests_per_1m_population":"9,657"},{"country_name":"Guinea-Bissau","cases":"8,185","deaths":"171","region":"","total_recovered":"7,515","new_deaths":"0","new_cases":"0","serious_critical":"6","active_cases":"499","total_cases_per_1m_population":"3,989","deaths_per_1m_population":"83","total_tests":"132,611","tests_per_1m_population":"64,628"},{"country_name":"Comoros","cases":"8,100","deaths":"160","region":"","total_recovered":"7,933","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"7","total_cases_per_1m_population":"8,970","deaths_per_1m_population":"177","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Sierra Leone","cases":"7,681","deaths":"125","region":"","total_recovered":"N\/A","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"N\/A","total_cases_per_1m_population":"929","deaths_per_1m_population":"15","total_tests":"259,958","tests_per_1m_population":"31,435"},{"country_name":"Antigua and Barbuda","cases":"7,571","deaths":"135","region":"","total_recovered":"7,402","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"34","total_cases_per_1m_population":"76,172","deaths_per_1m_population":"1,358","total_tests":"18,901","tests_per_1m_population":"190,164"},{"country_name":"Liberia","cases":"7,432","deaths":"294","region":"","total_recovered":"5,747","new_deaths":"0","new_cases":"0","serious_critical":"2","active_cases":"1,391","total_cases_per_1m_population":"1,410","deaths_per_1m_population":"56","total_tests":"139,824","tests_per_1m_population":"26,521"},{"country_name":"Chad","cases":"7,396","deaths":"193","region":"","total_recovered":"4,874","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"2,329","total_cases_per_1m_population":"428","deaths_per_1m_population":"11","total_tests":"191,341","tests_per_1m_population":"11,075"},{"country_name":"Samoa","cases":"7,185","deaths":"13","region":"","total_recovered":"1,605","new_deaths":"0","new_cases":"0","serious_critical":"3","active_cases":"5,567","total_cases_per_1m_population":"35,783","deaths_per_1m_population":"65","total_tests":"53,893","tests_per_1m_population":"268,399"},{"country_name":"Vanuatu","cases":"6,793","deaths":"12","region":"","total_recovered":"5,991","new_deaths":"0","new_cases":"0","serious_critical":"5","active_cases":"790","total_cases_per_1m_population":"21,222","deaths_per_1m_population":"37","total_tests":"24,976","tests_per_1m_population":"78,027"},{"country_name":"St. Vincent Grenadines","cases":"6,779","deaths":"106","region":"","total_recovered":"6,641","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"32","total_cases_per_1m_population":"60,757","deaths_per_1m_population":"950","total_tests":"98,860","tests_per_1m_population":"886,033"},{"country_name":"British Virgin Islands","cases":"6,296","deaths":"62","region":"","total_recovered":"N\/A","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"N\/A","total_cases_per_1m_population":"205,792","deaths_per_1m_population":"2,027","total_tests":"102,862","tests_per_1m_population":"3,362,163"},{"country_name":"Sao Tome and Principe","cases":"5,953","deaths":"73","region":"","total_recovered":"5,875","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"5","total_cases_per_1m_population":"26,282","deaths_per_1m_population":"322","total_tests":"29,036","tests_per_1m_population":"128,193"},{"country_name":"Turks and Caicos","cases":"5,941","deaths":"36","region":"","total_recovered":"5,862","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"43","total_cases_per_1m_population":"149,791","deaths_per_1m_population":"908","total_tests":"478,593","tests_per_1m_population":"12,066,789"},{"country_name":"Saint Kitts and Nevis","cases":"5,561","deaths":"43","region":"","total_recovered":"5,517","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"1","total_cases_per_1m_population":"103,215","deaths_per_1m_population":"798","total_tests":"65,141","tests_per_1m_population":"1,209,046"},{"country_name":"Cook Islands","cases":"4,727","deaths":"0","region":"","total_recovered":"3,990","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"737","total_cases_per_1m_population":"268,686","deaths_per_1m_population":"0","total_tests":"15,740","tests_per_1m_population":"894,674"},{"country_name":"St. Barth","cases":"4,432","deaths":"6","region":"","total_recovered":"N\/A","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"N\/A","total_cases_per_1m_population":"446,279","deaths_per_1m_population":"604","total_tests":"78,646","tests_per_1m_population":"7,919,243"},{"country_name":"Palau","cases":"4,396","deaths":"6","region":"","total_recovered":"3,879","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"511","total_cases_per_1m_population":"240,877","deaths_per_1m_population":"329","total_tests":"45,500","tests_per_1m_population":"2,493,151"},{"country_name":"Kiribati","cases":"3,076","deaths":"13","region":"","total_recovered":"2,597","new_deaths":"0","new_cases":"0","serious_critical":"3","active_cases":"466","total_cases_per_1m_population":"25,058","deaths_per_1m_population":"106","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Anguilla","cases":"2,731","deaths":"9","region":"","total_recovered":"2,716","new_deaths":"0","new_cases":"0","serious_critical":"4","active_cases":"6","total_cases_per_1m_population":"179,141","deaths_per_1m_population":"590","total_tests":"51,382","tests_per_1m_population":"3,370,417"},{"country_name":"Saint Pierre Miquelon","cases":"2,641","deaths":"1","region":"","total_recovered":"2,449","new_deaths":"0","new_cases":"0","serious_critical":"1","active_cases":"191","total_cases_per_1m_population":"459,864","deaths_per_1m_population":"174","total_tests":"22,941","tests_per_1m_population":"3,994,602"},{"country_name":"Diamond Princess","cases":"712","deaths":"13","region":"","total_recovered":"699","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"0","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Wallis and Futuna","cases":"454","deaths":"7","region":"","total_recovered":"438","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"9","total_cases_per_1m_population":"41,713","deaths_per_1m_population":"643","total_tests":"20,508","tests_per_1m_population":"1,884,234"},{"country_name":"Montserrat","cases":"183","deaths":"2","region":"","total_recovered":"174","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"7","total_cases_per_1m_population":"36,622","deaths_per_1m_population":"400","total_tests":"9,700","tests_per_1m_population":"1,941,165"},{"country_name":"Falkland Islands","cases":"128","deaths":"0","region":"","total_recovered":"N\/A","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"N\/A","total_cases_per_1m_population":"34,944","deaths_per_1m_population":"0","total_tests":"8,632","tests_per_1m_population":"2,356,538"},{"country_name":"Macao","cases":"82","deaths":"0","region":"","total_recovered":"82","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"123","deaths_per_1m_population":"0","total_tests":"5,375","tests_per_1m_population":"8,079"},{"country_name":"Vatican City","cases":"29","deaths":"0","region":"","total_recovered":"29","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"36,025","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Marshall Islands","cases":"15","deaths":"0","region":"","total_recovered":"7","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"8","total_cases_per_1m_population":"250","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Western Sahara","cases":"10","deaths":"1","region":"","total_recovered":"9","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"16","deaths_per_1m_population":"2","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"MS Zaandam","cases":"9","deaths":"2","region":"","total_recovered":"7","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"0","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Niue","cases":"8","deaths":"0","region":"","total_recovered":"7","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"1","total_cases_per_1m_population":"4,860","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Nauru","cases":"3","deaths":"0","region":"","total_recovered":"3","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"274","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Saint Helena","cases":"2","deaths":"0","region":"","total_recovered":"2","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"327","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"},{"country_name":"Micronesia","cases":"1","deaths":"0","region":"","total_recovered":"1","new_deaths":"0","new_cases":"0","serious_critical":"0","active_cases":"0","total_cases_per_1m_population":"9","deaths_per_1m_population":"0","total_tests":"0","tests_per_1m_population":"0"}],"statistic_taken_at":"2022-04-24 11:18:01","world_total":{"total_cases":"509,268,964","new_cases":"204,268","total_deaths":"6,242,509","new_deaths":"630","total_recovered":"461,827,849","active_cases":"41,198,606","serious_critical":"42,510","total_cases_per_1m_population":"65,334","deaths_per_1m_population":"800.9","statistic_taken_at":"2022-04-24 11:18:01"}}

Build your own Web Service

To build a Web Service in the backend allows you to control information and errors between your app and the user. A proper Web Service requires more code:RESTful interface, error handling, and in this case reducing the calls to the service according to update frequency.

Project link: https://github.com/nighthawkcoders/spring_portfolio/blob/master/src/main/java/com/nighthawk/spring_portfolio/mvc/covid/CovidApiController.java

package com.nighthawk.spring_portfolio.mvc.covid;

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
import java.util.Date;
import java.util.HashMap;

import org.json.simple.JSONObject;
import org.json.simple.parser.JSONParser;
import org.springframework.http.HttpStatus;
import org.springframework.http.ResponseEntity;
import org.springframework.web.bind.annotation.*;

@RestController // annotation to create a RESTful web services
@RequestMapping("/api/covid")  //prefix of API
public class CovidApiController {
    private JSONObject body; //last run result
    private HttpStatus status; //last run status
    String last_run = null; //last run day of month

    // GET Covid 19 Stats
    @GetMapping("/daily")   //added to end of prefix as endpoint
    public ResponseEntity<JSONObject> getCovid() {

        //calls API once a day, sets body and status properties
        String today = new Date().toString().substring(0,10); 
        if (last_run == null || !today.equals(last_run))
        {
            try {  //APIs can fail (ie Internet or Service down)

                //RapidAPI header
                HttpRequest request = HttpRequest.newBuilder()
                    .uri(URI.create("https://corona-virus-world-and-india-data.p.rapidapi.com/api"))
                    .header("x-rapidapi-key", "dec069b877msh0d9d0827664078cp1a18fajsn2afac35ae063")
                    .header("x-rapidapi-host", "corona-virus-world-and-india-data.p.rapidapi.com")
                    .method("GET", HttpRequest.BodyPublishers.noBody())
                    .build();

                //RapidAPI request and response
                HttpResponse<String> response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());

                //JSONParser extracts text body and parses to JSONObject
                this.body = (JSONObject) new JSONParser().parse(response.body());
                this.status = HttpStatus.OK;  //200 success
                this.last_run = today;
            }
            catch (Exception e) {  //capture failure info
                HashMap<String, String> status = new HashMap<>();
                status.put("status", "RapidApi failure: " + e);

                //Setup object for error
                this.body = (JSONObject) status;
                this.status = HttpStatus.INTERNAL_SERVER_ERROR; //500 error
                this.last_run = null;
            }
        }

        //return JSONObject in RESTful style
        return new ResponseEntity<>(body, status);
    }
}

Hacks

What are the benefits of using an API?
- You can access information from the Internet as seen in the covid cases examples
- You can better organize the data however you want
- You can store the data for future personal use without having to go back to the Internet source
What are the benefits of backend implementation?
- Easy and accessible storage of information that multiple frontend applications can reference
- More people can access backend data for group projects --> could be useful for our PBL project

Example of Brian and I's example API

import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;

HttpRequest request = HttpRequest.newBuilder()
		.uri(URI.create("https://weatherbit-v1-mashape.p.rapidapi.com/forecast/3hourly?lat=35.5&lon=-78.5"))
		.header("X-RapidAPI-Key", "3d43659d98msh26d5e705bc7d8b6p1d6431jsnba44357aaf20")
		.header("X-RapidAPI-Host", "weatherbit-v1-mashape.p.rapidapi.com")
		.method("GET", HttpRequest.BodyPublishers.noBody())
		.build();
HttpResponse<String> response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());
System.out.println(response.body());

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