I want to know how parallel execution works in async.js
async = require('async')
async.parallel([
    function(callback){
        for (var i = 0; i < 1000000000; i++) /* Do nothing */;
        console.log("function: 1")
    },
    function(callback){
        console.log("function: 2")
    }
]);
In the above example, I expect obtain the output:
function: 2
function: 1
but, the console throws the inverse, what is happening? thanks.
You get the answer you don't expect because async launches function: 1 first and it doesn't release control back to the event loop.  You have no async functions in function: 1.
Node.js is a single-threaded asynchronous server. If you block the event loop with a long running CPU task then no other functions can be called until your long running CPU task finishes.
Instead for a big for loop, try making http requests. For example...
async = require('async')
request = require('request')
async.parallel([
    function(callback){
      request("http://google.jp", function(err, response, body) {
        if(err) { console.log(err); callback(true); return; }
        console.log("function: 1")
        callback(false);
      });
    },
    function(callback){
      request("http://google.com", function(err, response, body) {
        if(err) { console.log(err); callback(true); return; }
        console.log("function: 2")
        callback(false);
      });
    }
]);
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