In Nodejs, why synchronous code is executed before asynchronous? - javascript

I have this code:
console.log('1');
process.nextTick(() => console.log('inside nextTick'));
setImmediate(()=> console.log('inside setImmediate'));
console.log("2");
for(var i=0;i<1 ; i++) {
console.log("inside for loop");
}
And output is:
1
2
inside for loop
inside nextTick
inside setImmediate
Please explain why it is happening. Even if I have written console.log("2"); and the for loop after process.nextTick and setImmediate, why are they executing before them?

That's how asynchronous code works in JavaScript. When you schedule asynchronous code, it's added to the event queue. This is processed by the main event loop, which only gets control when synchronous code returns. So all the synchronous code runs, which logs all those message, then it returns to the main event loop, which invokes all the asynchronous tasks.

Asynchronous is a behaviour, if we have two lines of code Line-1 followed by Line-2. Line-1 is a time-consuming instruction. So Line-1 starts executing its instruction in the background (like a daemon process), allowing Line-2 to start executing without having to wait for Line-1 to finish.
We need this behaviour when things are slow. Synchronous executions of code may seem straightforward but can be slow. Tasks like image processing can be slow, file operations can be really slow, making network request and waiting for response is definitely slow, making huge calculations like over a 100 million for-loop iteration is somewhat slow. So such slow things in Call stack results in “Blocking”. When call stack is blocked, the browser prevents user’s interrupts and other code statements from executing until the blocking statement is executed and the call stack is freed. Hence Asynchronous callbacks are used to handle such situations.
ex:
console.log("Hello");
setTimeout(function(){ console.log("Susi");},2000);
console.log("Iam");
o/p: Hello, Iam susi.
In your example first it will print the console statements because process.next will execute in the next iteration of event loop and then setimmediate. due to that your getting the output as below.
1
2
inside for loop
inside nextTick
inside setImmediate

Related

NodeJS setInterval() running parallel to loop using async [duplicate]

I am thinking about it and this is what I came up with:
Let's see this code below:
console.clear();
console.log("a");
setTimeout(function(){console.log("b");},1000);
console.log("c");
setTimeout(function(){console.log("d");},0);
A request comes in, and JS engine starts executing the code above step by step. The first two calls are sync calls. But when it comes to setTimeout method, it becomes an async execution. But JS immediately returns from it and continue executing, which is called Non-Blocking or Async. And it continues working on other etc.
The results of this execution is the following:
a c d b
So basically the second setTimeout got finished first and its callback function gets executed earlier than the first one and that makes sense.
We are talking about single-threaded application here. JS Engine keeps executing this and unless it finishes the first request, it won't go to second one. But the good thing is that it won't wait for blocking operations like setTimeout to resolve so it will be faster because it accepts the new incoming requests.
But my questions arise around the following items:
#1: If we are talking about a single-threaded application, then what mechanism processes setTimeouts while the JS engine accepts more requests and executes them? How does the single thread continue working on other requests? What works on setTimeout while other requests keep coming in and get executed.
#2: If these setTimeout functions get executed behind the scenes while more requests are coming in and being executed, what carries out the async executions behind the scenes? What is this thing that we talk about called the EventLoop?
#3: But shouldn't the whole method be put in the EventLoop so that the whole thing gets executed and the callback method gets called? This is what I understand when talking about callback functions:
function downloadFile(filePath, callback)
{
blah.downloadFile(filePath);
callback();
}
But in this case, how does the JS Engine know if it is an async function so that it can put the callback in the EventLoop? Perhaps something like the async keyword in C# or some sort of an attribute which indicates the method JS Engine will take on is an async method and should be treated accordingly.
#4: But an article says quite contrary to what I was guessing on how things might be working:
The Event Loop is a queue of callback functions. When an async
function executes, the callback function is pushed into the queue. The
JavaScript engine doesn't start processing the event loop until the
code after an async function has executed.
#5: And there is this image here which might be helpful but the first explanation in the image is saying exactly the same thing mentioned in question number 4:
So my question here is to get some clarifications about the items listed above?
1: If we are talking about a single-threaded application, then what processes setTimeouts while JS engine accepts more requests and executes them? Isn't that single thread will continue working on other requests? Then who is going to keep working on setTimeout while other requests keep coming and get executed.
There's only 1 thread in the node process that will actually execute your program's JavaScript. However, within node itself, there are actually several threads handling operation of the event loop mechanism, and this includes a pool of IO threads and a handful of others. The key is the number of these threads does not correspond to the number of concurrent connections being handled like they would in a thread-per-connection concurrency model.
Now about "executing setTimeouts", when you invoke setTimeout, all node does is basically update a data structure of functions to be executed at a time in the future. It basically has a bunch of queues of stuff that needs doing and every "tick" of the event loop it selects one, removes it from the queue, and runs it.
A key thing to understand is that node relies on the OS for most of the heavy lifting. So incoming network requests are actually tracked by the OS itself and when node is ready to handle one it just uses a system call to ask the OS for a network request with data ready to be processed. So much of the IO "work" node does is either "Hey OS, got a network connection with data ready to read?" or "Hey OS, any of my outstanding filesystem calls have data ready?". Based upon its internal algorithm and event loop engine design, node will select one "tick" of JavaScript to execute, run it, then repeat the process all over again. That's what is meant by the event loop. Node is basically at all times determining "what's the next little bit of JavaScript I should run?", then running it. This factors in which IO the OS has completed, and things that have been queued up in JavaScript via calls to setTimeout or process.nextTick.
2: If these setTimeout will get executed behind the scenes while more requests are coming and in and being executed, the thing carry out the async executions behind the scenes is that the one we are talking about EventLoop?
No JavaScript gets executed behind the scenes. All the JavaScript in your program runs front and center, one at a time. What happens behind the scenes is the OS handles IO and node waits for that to be ready and node manages its queue of javascript waiting to execute.
3: How can JS Engine know if it is an async function so that it can put it in the EventLoop?
There is a fixed set of functions in node core that are async because they make system calls and node knows which these are because they have to call the OS or C++. Basically all network and filesystem IO as well as child process interactions will be asynchronous and the ONLY way JavaScript can get node to run something asynchronously is by invoking one of the async functions provided by the node core library. Even if you are using an npm package that defines it's own API, in order to yield the event loop, eventually that npm package's code will call one of node core's async functions and that's when node knows the tick is complete and it can start the event loop algorithm again.
4 The Event Loop is a queue of callback functions. When an async function executes, the callback function is pushed into the queue. The JavaScript engine doesn't start processing the event loop until the code after an async function has executed.
Yes, this is true, but it's misleading. The key thing is the normal pattern is:
//Let's say this code is running in tick 1
fs.readFile("/home/barney/colors.txt", function (error, data) {
//The code inside this callback function will absolutely NOT run in tick 1
//It will run in some tick >= 2
});
//This code will absolutely also run in tick 1
//HOWEVER, typically there's not much else to do here,
//so at some point soon after queueing up some async IO, this tick
//will have nothing useful to do so it will just end because the IO result
//is necessary before anything useful can be done
So yes, you could totally block the event loop by just counting Fibonacci numbers synchronously all in memory all in the same tick, and yes that would totally freeze up your program. It's cooperative concurrency. Every tick of JavaScript must yield the event loop within some reasonable amount of time or the overall architecture fails.
Don't think the host process to be single-threaded, they are not. What is single-threaded is the portion of the host process that execute your javascript code.
Except for background workers, but these complicate the scenario...
So, all your js code run in the same thread, and there's no possibility that you get two different portions of your js code to run concurrently (so, you get not concurrency nigthmare to manage).
The js code that is executing is the last code that the host process picked up from the event loop.
In your code you can basically do two things: run synchronous instructions, and schedule functions to be executed in future, when some events happens.
Here is my mental representation (beware: it's just that, I don't know the browser implementation details!) of your example code:
console.clear(); //exec sync
console.log("a"); //exec sync
setTimeout( //schedule inAWhile to be executed at now +1 s
function inAWhile(){
console.log("b");
},1000);
console.log("c"); //exec sync
setTimeout(
function justNow(){ //schedule justNow to be executed just now
console.log("d");
},0);
While your code is running, another thread in the host process keep track of all system events that are occurring (clicks on UI, files read, networks packets received etc.)
When your code completes, it is removed from the event loop, and the host process return to checking it, to see if there are more code to run. The event loop contains two event handler more: one to be executed now (the justNow function), and another within a second (the inAWhile function).
The host process now try to match all events happened to see if there handlers registered for them.
It found that the event that justNow is waiting for has happened, so it start to run its code. When justNow function exit, it check the event loop another time, searhcing for handlers on events. Supposing that 1 s has passed, it run the inAWhile function, and so on....
The Event Loop has one simple job - to monitor the Call Stack, the Callback Queue and Micro task queue. If the Call Stack is empty, the Event Loop will take the first event from the micro task queue then from the callback queue and will push it to the Call Stack, which effectively runs it. Such an iteration is called a tick in the Event Loop.
As most developers know, that Javascript is single threaded, means two statements in javascript can not be executed in parallel which is correct. Execution happens line by line, which means each javascript statements are synchronous and blocking. But there is a way to run your code asynchronously, if you use setTimeout() function, a Web API given by the browser, which makes sure that your code executes after specified time (in millisecond).
Example:
console.log("Start");
setTimeout(function cbT(){
console.log("Set time out");
},5000);
fetch("http://developerstips.com/").then(function cbF(){
console.log("Call back from developerstips");
});
// Millions of line code
// for example it will take 10000 millisecond to execute
console.log("End");
setTimeout takes a callback function as first parameter, and time in millisecond as second parameter.
After the execution of above statement in browser console it will print
Start
End
Call back from developerstips
Set time out
Note: Your asynchronous code runs after all the synchronous code is done executing.
Understand How the code execution line by line
JS engine execute the 1st line and will print "Start" in console
In the 2nd line it sees the setTimeout function named cbT, and JS engine pushes the cbT function to callBack queue.
After this the pointer will directly jump to line no.7 and there it will see promise and JS engine push the cbF function to microtask queue.
Then it will execute Millions of line code and end it will print "End"
After the main thread end of execution the event loop will first check the micro task queue and then call back queue. In our case it takes cbF function from the micro task queue and pushes it into the call stack then it will pick cbT funcion from the call back queue and push into the call stack.
JavaScript is high-level, single-threaded language, interpreted language. This means that it needs an interpreter which converts the JS code to a machine code. interpreter means engine. V8 engines for chrome and webkit for safari. Every engine contains memory, call stack, event loop, timer, web API, events, etc.
Event loop: microtasks and macrotasks
The event loop concept is very simple. There’s an endless loop, where the JavaScript engine waits for tasks, executes them and then sleeps, waiting for more tasks
Tasks are set – the engine handles them – then waits for more tasks (while sleeping and consuming close to zero CPU). It may happen that a task comes while the engine is busy, then it’s enqueued. The tasks form a queue, so-called “macrotask queue”
Microtasks come solely from our code. They are usually created by promises: an execution of .then/catch/finally handler becomes a microtask. Microtasks are used “under the cover” of await as well, as it’s another form of promise handling. Immediately after every macrotask, the engine executes all tasks from microtask queue, prior to running any other macrotasks or rendering or anything else.

Mechanics of Javascript Asynchronous execution

Can someone please explain the mechanics behind the asynchronous behavior of javascript, specifically when it comes to a .subscribe(), or provide a link that would help me understand what's really going on under the hood?
Everything appears to be single-threaded, then I run into situations that make it either multi-threaded, or seem multi-threaded, because I still can't shake this feeling I'm being fooled.
Everything seems to run perfectly synchronously, one instruction at a time, until I call .subscribe(). Then, suddenly, something happens - it returns immediately, and somehow the next outside function runs even though the subscription code has not yet. This feels asynchronous to me, how does the browser keep things straight - if not threads, can someone please explain the mechanics in play that is allowing this to occur?
I also notice something happens with debug stepping, I can't step in to the callback, I can only put a breakpoint within it. In what order should I really expect things to occur?
Your Javascript itself runs single threaded unless you're talking about WebWorkers (in the browser) or WorkerThreads (in nodejs).
But, many functions you call or operations you initiate in Javascript can run separate from that single threaded nature of your Javascript. For example, networking is all non-blocking and asynchronous. That means that when you make a call to fetch() in the browser of http.get() in nodejs, you are initiating an http request and then the mechanics of making that request and receiving the response are done independent of your Javascript. Here are some example steps:
You make a call to fetch() in the browser to make an http request to some other host.
The code behind fetch, sends out the http request and then immediately returns.
Your Javascript continues to execute (whatever you had on the lines of code immediately after the fetch() call will execute.
Sometime later, the response from the fetch() call arrives back on the network interface. Some code (internal to the Javascript environment) and independent from your single thread of Javascript sees that there's incoming data to read from the http response. When that code has gathered the http response, it inserts an event into the Javascript event queue.
When the single thread of Javascript has finished executing whatever event it was executing, it checks the event queue to see if there's anything else to do. At some point, it will find the event that signified the completion of the previous fetch() call and there will be a callback function associated with that event. It will call that callback which will resolve the promise associated with the fetch() call which will cause your own Javascript in the .then() handler for that promise to run and your Javascript will be presented the http response you were waiting for.
Because these non-blocking, asynchronous operations (such as networking, timers, disk I/O, etc...) all work in this same manner and can proceed independent of your Javascript execution, they can run in parallel with your Javascript execution and many of them can be in flight at the same time while your Javascript is doing other things. This may sometimes give the appearance of multiple threads and there likely are some native code threads participating in some of this, though there is still only one thread of your Javascript (as long as we're not talking about WebWorkers or WorkerThreads).
The completion of these asynchronous operations is then synchronized with the single thread of Javascript via the event queue. When they finish, they place an event in the event queue and when the single thread of Javascript finishes what it was last doing, it grabs the next event from the event queue and processes it (calling a Javascript callback).
I also notice something happens with debug stepping, I can't step in to the callback, I can only put a breakpoint within it. In what order should I really expect things to occur?
This is because the callback isn't called synchronously. When you step over the function that you passed a callback to, it executes that function and it returns. Your callback is not yet called. So, the debugger did exactly what you asked it to do. It executed that function and that function returned. The callback has not yet executed. Your are correct that if you want to see the asynchronous callback execute, you need to place a breakpoint in it so when it does get called some time in the future, the debugger will then stop there and let you step further. This is a complication of debugging asynchronous things, but you get used to it after awhile.
Everything appears to be single-threaded, then I run into situations that make it either multi-threaded, or seem multi-threaded, because I still can't shake this feeling I'm being fooled.
This is because there can be many asynchronous operations in flight at the same time as they aren't running your Javascript while they are doing their thing. So, there's still only one thread of Javascript, even though there are multiple asynchronous operations in flight. Here's a code snippet:
console.log("starting...");
fetch(host1).then(result1 => { console.log(result1)});
fetch(host2).then(result2 => { console.log(result2)});
fetch(host3).then(result3 => { console.log(result3)});
fetch(host4).then(result4 => { console.log(result4)});
console.log("everything running...");
If you run this, you will see something like this in the console:
starting...
everything running...
result1
result2
result3
result4
Actually, the 4 results may be in any order relative to one another, but they will be after the first two lines of debug output. In this case, you started four separate fetch() operations and they are running independent of your Javascript. In fact, your Javascript is free to do other things while they run. When they finish and when your Javascript isn't doing anything else, your four .then() handlers will each get called at the appropriate time.
When the networking behind each fetch() operation finishes, it will insert an event in the Javascript event queue and if your Javascript isn't doing anything at the time, the insertion of that event will wake it up and cause it to process that completion event. If it was doing something at the time, then when it finishes that particular piece of Javascript and control returns back to the system, it will see there's an event waiting in the event queue and will process it, calling your Javascript callback associated with that event.
Search for articles or videos on the “JavaScript Event Loop”. You’ll find plenty of them. Probably go through a few of them and it will start to make sense (particularly the single-threaded aspect of it)
I found this one with a quick search, and it does a good, very high-level walkthrough.
The JavaScript Event Loop explained
The main impact of JavaScript single threading is that your code is never pre-emptively interrupted to execute code on another thread.
It may seem that some code is being skipped, but close attention to the syntax will show that what is being “skipped” is just a callback function or closure to be called at a time in the future (when it will be placed into the event queue and processed single-threadedly, itself).
Careful, it can be tricky to follow nested callbacks.
Probably also look into Promises and async /await (‘just syntactic convenience on the event loop, but can really help code readability)

How browser api handles multiple asynchronous functions like setTimeOuts? [duplicate]

I am thinking about it and this is what I came up with:
Let's see this code below:
console.clear();
console.log("a");
setTimeout(function(){console.log("b");},1000);
console.log("c");
setTimeout(function(){console.log("d");},0);
A request comes in, and JS engine starts executing the code above step by step. The first two calls are sync calls. But when it comes to setTimeout method, it becomes an async execution. But JS immediately returns from it and continue executing, which is called Non-Blocking or Async. And it continues working on other etc.
The results of this execution is the following:
a c d b
So basically the second setTimeout got finished first and its callback function gets executed earlier than the first one and that makes sense.
We are talking about single-threaded application here. JS Engine keeps executing this and unless it finishes the first request, it won't go to second one. But the good thing is that it won't wait for blocking operations like setTimeout to resolve so it will be faster because it accepts the new incoming requests.
But my questions arise around the following items:
#1: If we are talking about a single-threaded application, then what mechanism processes setTimeouts while the JS engine accepts more requests and executes them? How does the single thread continue working on other requests? What works on setTimeout while other requests keep coming in and get executed.
#2: If these setTimeout functions get executed behind the scenes while more requests are coming in and being executed, what carries out the async executions behind the scenes? What is this thing that we talk about called the EventLoop?
#3: But shouldn't the whole method be put in the EventLoop so that the whole thing gets executed and the callback method gets called? This is what I understand when talking about callback functions:
function downloadFile(filePath, callback)
{
blah.downloadFile(filePath);
callback();
}
But in this case, how does the JS Engine know if it is an async function so that it can put the callback in the EventLoop? Perhaps something like the async keyword in C# or some sort of an attribute which indicates the method JS Engine will take on is an async method and should be treated accordingly.
#4: But an article says quite contrary to what I was guessing on how things might be working:
The Event Loop is a queue of callback functions. When an async
function executes, the callback function is pushed into the queue. The
JavaScript engine doesn't start processing the event loop until the
code after an async function has executed.
#5: And there is this image here which might be helpful but the first explanation in the image is saying exactly the same thing mentioned in question number 4:
So my question here is to get some clarifications about the items listed above?
1: If we are talking about a single-threaded application, then what processes setTimeouts while JS engine accepts more requests and executes them? Isn't that single thread will continue working on other requests? Then who is going to keep working on setTimeout while other requests keep coming and get executed.
There's only 1 thread in the node process that will actually execute your program's JavaScript. However, within node itself, there are actually several threads handling operation of the event loop mechanism, and this includes a pool of IO threads and a handful of others. The key is the number of these threads does not correspond to the number of concurrent connections being handled like they would in a thread-per-connection concurrency model.
Now about "executing setTimeouts", when you invoke setTimeout, all node does is basically update a data structure of functions to be executed at a time in the future. It basically has a bunch of queues of stuff that needs doing and every "tick" of the event loop it selects one, removes it from the queue, and runs it.
A key thing to understand is that node relies on the OS for most of the heavy lifting. So incoming network requests are actually tracked by the OS itself and when node is ready to handle one it just uses a system call to ask the OS for a network request with data ready to be processed. So much of the IO "work" node does is either "Hey OS, got a network connection with data ready to read?" or "Hey OS, any of my outstanding filesystem calls have data ready?". Based upon its internal algorithm and event loop engine design, node will select one "tick" of JavaScript to execute, run it, then repeat the process all over again. That's what is meant by the event loop. Node is basically at all times determining "what's the next little bit of JavaScript I should run?", then running it. This factors in which IO the OS has completed, and things that have been queued up in JavaScript via calls to setTimeout or process.nextTick.
2: If these setTimeout will get executed behind the scenes while more requests are coming and in and being executed, the thing carry out the async executions behind the scenes is that the one we are talking about EventLoop?
No JavaScript gets executed behind the scenes. All the JavaScript in your program runs front and center, one at a time. What happens behind the scenes is the OS handles IO and node waits for that to be ready and node manages its queue of javascript waiting to execute.
3: How can JS Engine know if it is an async function so that it can put it in the EventLoop?
There is a fixed set of functions in node core that are async because they make system calls and node knows which these are because they have to call the OS or C++. Basically all network and filesystem IO as well as child process interactions will be asynchronous and the ONLY way JavaScript can get node to run something asynchronously is by invoking one of the async functions provided by the node core library. Even if you are using an npm package that defines it's own API, in order to yield the event loop, eventually that npm package's code will call one of node core's async functions and that's when node knows the tick is complete and it can start the event loop algorithm again.
4 The Event Loop is a queue of callback functions. When an async function executes, the callback function is pushed into the queue. The JavaScript engine doesn't start processing the event loop until the code after an async function has executed.
Yes, this is true, but it's misleading. The key thing is the normal pattern is:
//Let's say this code is running in tick 1
fs.readFile("/home/barney/colors.txt", function (error, data) {
//The code inside this callback function will absolutely NOT run in tick 1
//It will run in some tick >= 2
});
//This code will absolutely also run in tick 1
//HOWEVER, typically there's not much else to do here,
//so at some point soon after queueing up some async IO, this tick
//will have nothing useful to do so it will just end because the IO result
//is necessary before anything useful can be done
So yes, you could totally block the event loop by just counting Fibonacci numbers synchronously all in memory all in the same tick, and yes that would totally freeze up your program. It's cooperative concurrency. Every tick of JavaScript must yield the event loop within some reasonable amount of time or the overall architecture fails.
Don't think the host process to be single-threaded, they are not. What is single-threaded is the portion of the host process that execute your javascript code.
Except for background workers, but these complicate the scenario...
So, all your js code run in the same thread, and there's no possibility that you get two different portions of your js code to run concurrently (so, you get not concurrency nigthmare to manage).
The js code that is executing is the last code that the host process picked up from the event loop.
In your code you can basically do two things: run synchronous instructions, and schedule functions to be executed in future, when some events happens.
Here is my mental representation (beware: it's just that, I don't know the browser implementation details!) of your example code:
console.clear(); //exec sync
console.log("a"); //exec sync
setTimeout( //schedule inAWhile to be executed at now +1 s
function inAWhile(){
console.log("b");
},1000);
console.log("c"); //exec sync
setTimeout(
function justNow(){ //schedule justNow to be executed just now
console.log("d");
},0);
While your code is running, another thread in the host process keep track of all system events that are occurring (clicks on UI, files read, networks packets received etc.)
When your code completes, it is removed from the event loop, and the host process return to checking it, to see if there are more code to run. The event loop contains two event handler more: one to be executed now (the justNow function), and another within a second (the inAWhile function).
The host process now try to match all events happened to see if there handlers registered for them.
It found that the event that justNow is waiting for has happened, so it start to run its code. When justNow function exit, it check the event loop another time, searhcing for handlers on events. Supposing that 1 s has passed, it run the inAWhile function, and so on....
The Event Loop has one simple job - to monitor the Call Stack, the Callback Queue and Micro task queue. If the Call Stack is empty, the Event Loop will take the first event from the micro task queue then from the callback queue and will push it to the Call Stack, which effectively runs it. Such an iteration is called a tick in the Event Loop.
As most developers know, that Javascript is single threaded, means two statements in javascript can not be executed in parallel which is correct. Execution happens line by line, which means each javascript statements are synchronous and blocking. But there is a way to run your code asynchronously, if you use setTimeout() function, a Web API given by the browser, which makes sure that your code executes after specified time (in millisecond).
Example:
console.log("Start");
setTimeout(function cbT(){
console.log("Set time out");
},5000);
fetch("http://developerstips.com/").then(function cbF(){
console.log("Call back from developerstips");
});
// Millions of line code
// for example it will take 10000 millisecond to execute
console.log("End");
setTimeout takes a callback function as first parameter, and time in millisecond as second parameter.
After the execution of above statement in browser console it will print
Start
End
Call back from developerstips
Set time out
Note: Your asynchronous code runs after all the synchronous code is done executing.
Understand How the code execution line by line
JS engine execute the 1st line and will print "Start" in console
In the 2nd line it sees the setTimeout function named cbT, and JS engine pushes the cbT function to callBack queue.
After this the pointer will directly jump to line no.7 and there it will see promise and JS engine push the cbF function to microtask queue.
Then it will execute Millions of line code and end it will print "End"
After the main thread end of execution the event loop will first check the micro task queue and then call back queue. In our case it takes cbF function from the micro task queue and pushes it into the call stack then it will pick cbT funcion from the call back queue and push into the call stack.
JavaScript is high-level, single-threaded language, interpreted language. This means that it needs an interpreter which converts the JS code to a machine code. interpreter means engine. V8 engines for chrome and webkit for safari. Every engine contains memory, call stack, event loop, timer, web API, events, etc.
Event loop: microtasks and macrotasks
The event loop concept is very simple. There’s an endless loop, where the JavaScript engine waits for tasks, executes them and then sleeps, waiting for more tasks
Tasks are set – the engine handles them – then waits for more tasks (while sleeping and consuming close to zero CPU). It may happen that a task comes while the engine is busy, then it’s enqueued. The tasks form a queue, so-called “macrotask queue”
Microtasks come solely from our code. They are usually created by promises: an execution of .then/catch/finally handler becomes a microtask. Microtasks are used “under the cover” of await as well, as it’s another form of promise handling. Immediately after every macrotask, the engine executes all tasks from microtask queue, prior to running any other macrotasks or rendering or anything else.

How much further does code execute after an asynchronous function is called

Apologies if the title of this question is slightly confusing, I was struggling to find a way to word this.
Basically, when an asynchronous function is called, how much further down the code will be executed if the asynchronous function is called from other functions, objects, or files. For example:
function func1() {
// async function 1
// async function 2
}
function func2() {
// more code
}
func1();
func2();
Let's say we execute func1() and both the async functions inside of it take a very long time to run. Will we continue on to func2() while the content of func1() is still being run, or will we block until func1() is finished before continuing to func2()?
JavaScript is single threaded, non-blocking and asynchronous language. JavaScript has call stack, event loop and a callback queue. Words are taken directly from this video. Javascript works on v8 engine (chrome), spider monkey (firefox) which provide JavaScript call stack and heap. v8 or spider monkey provide call stack to Javascript so whenever a function is called, it is stored in the call stack of the runtime (browser in our case, local if you have node installed). Browser also provide the web apis to the javascript like setTimeOut, XMLHttpRequest and DOM. The pictorial illustration is something like this. (Source is the same video which I've tagged.)
JavaScript is single threaded and it means it can execute one function at a time as it has only one call stack. So whenever an asynchronous code (inside func1)is executing, it is executed through webAPIs provided by the browser. The role of callback queues come here. Whenever the result from the Async code is executed, it is stored in the callback queue and it waits for the stack to get empty (event driven programming). Whenever it sees that the stack is empty, the function from the callback queues will start executing.
In your case, you're calling func1, it kicks in some async code but currently func1 is in stack. If the async code has completed and if it sees the stack as empty, it will executed the async code first and then func2 but if the async code hasn't completed, it will start executing the func2 and the callback queue will wait for the stack to get empty. In this case, the flow will be func1 --> func2 --> async code.
So, it is matter of timing. For async code, if the code has returned and waiting in callback queue, as soon as it sees the stack empty, it will kick in and start executing the callbacks (.then or callback from setTimeOut etc.) I'll recommend you to watch that video for better insights and what an event loop in JS is. If I'm missing out something, anyone please feel free to edit this answer or provide suggestions for edit.
JavaScript is single threaded, it literally means nothing can be executed in the same time. If your code has asynchronous nature it means that it is executed in uknown future. I said uknown because it depends from the code. For example asynchronous code for ajax call will be executed when the browser gets the response from the server.
That said, the async code is not executed in the declaration moment but in uknown next event loop. Furthermore it not blocks the current execution. In javascript your execution code can not be disturbed. It just runs through all lines.
Going back to the example, if func1 has no sync blocking code then func2 will be executed right away without any delay.
Asynchronous callback are top level events (similar to button click events) and can only be started when there is no other scripts executing.
Execution will continue till call stack is empty (including "global user code" which what your sample shows) and script engine itself gets control back - so both func1() and func2() will finish before callbacks are executed.
Note: you can't rely on such behavior for normal code - if "asynchronous" function has both synchronous and asynchronous code branches callback from that function can be executed synchronously without even returning to calling function (this can happen with plain callbacks or any other form including promises).

Are Node.js asynchronous tasks handled synchronously?

Consider the following piece of code:
var some_expensive_task = function(i) {
setTimeout(function() {
var a = 1;
while (a < 100000000) {
Math.sqrt(a);
++a;
}
console.log('finished set' + i);
}, 0);
};
for (var i = 0; i < 70; ++i) {
console.log('start ' + i);
some_expensive_task(i);
console.log('end ' + i);
}
The intent of this program was to iterate over and start 70 cpu intensive asynchronous tasks using setTimeout.
As expected, the output of this program is:
start 1
end 1
...
start 69
end 69
finished set1
...
finished set69
Throughtout the entire execution, there were only two processes. One of which I assume was the idle event loop and the other was the worker process running at 100%.
Am I correct in understanding that while the event loop is executed synchronously, asynchronous tasks that are started, regardless of origin, are executed synchronously in the order that they were called?
UPDATE
I still don't feel as if I've conveyed my question clear enough. Using setTimeout was the only way I could think of to accurately schedule a bunch of async functions to run. I guess the real question is, if I start three async functions with setTimeout, still with a zero delay, is the second one I start guaranteed to run after the first one finishes and is the third one guaranteed to start after the second one finishes?
You use incorrect terminology in the question, Are Node.js asynchronous tasks handled synchronously does not make much sense. And the test case is not what you think it is. First making clear some terminologies:
Synchronous functions are guaranteed to run/complete in the order of their invocation.
Asynchronous functions can progress and complete out-of-order w.r.to their calling.
Blocking operations are those operations which once started must complete for the execution to progress further. CPU-intensive operations are blocking unless you run them on a separate worker. loops are blocking in nature. Once they start, they will complete all iterations before next function is executed.
setTimeout simply calls the passed function at least x ms after current time. Calling it means once x ms pass it queues the passed function on the event loop. It is just delayed execution.
So considering above facts, here is why your test is misleading:
First your test case (your CPU-intensive function) is not asynchronous, you wrapped it around a setTimeout which is asynchronous. The timeout of 0 simply implies that they will be executed in the same order they are called. All callback functions being synchronous.
Second, start and end in the log indicates point where your setTimeout is called. This would be in-order as expected. With timeout 0, the completion will be in-order too. Yes if you keep timeout equal for them they all will be executed in the same order as passed. Then again this is one of many possible cases where outcome is similar to synchronous (what if timeouts were in increasing order?). What you asked may be true for these cases but not always.
Third if you wanted to simulate asynchronicity (enough to see out-of-order behaviour on console), might as well loose the while loop and use random timeouts(Math.random()*1000). You will see they complete in arbitrary fashion. This would be asynchronous execution (of setTimeout not the callback).
Node.js is single threaded and runs in one process because JavaScript is single threaded. Thus you are correct.
Yes. Javascript, including NodeJS, is single threaded (with a few exceptions).
When you use setTimeout(fn, 0), it queues up the function to run after the current call stack has cleared. In your example, that means that the for loop will complete before the "expensive tasks" get run.
Your JS code runs in a single thread in Node.js. All other native Node.js API are written in C/C++ and are either asynchronous or run on a separate thread.
See this answer for the more detailed explanation.
Am I correct in understanding that while the event loop is executed synchronously, asynchronous tasks that are started, regardless of origin, are executed synchronously in the order that they were called?
Yes, you are correct.

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