Posts Tagged ‘EcmaScript 6’

Node.js Asynchronicity and Callback Nesting

July 26, 2014

Just a heads up before we get started on this… Chrome DevTools (v35) now has the ability to show the full call stack of asynchronous JavaScript callbacks. As of writing this, if you develop on Linux you’ll want the dev channel. Currently my Linux Mint 13 is 3 versions behind. So I had to update to the dev channel until I upgraded to the LTS 17 (Qiana).

All code samples can be found at GitHub.

Deep Callback Nesting

AKA callback hell, temple of doom, often the functions that are nested are anonymous and often they are implicit closures. When it comes to asynchronicity in JavaScript, callbacks are our bread and butter. In saying that, often the best way to use them is by abstracting them behind more elegant APIs.

Being aware of when new functions are created and when you need to make sure the memory being held by closure is released (dropped out of scope) can be important for code that’s hot otherwise you’re in danger of introducing subtle memory leaks.

What is it?

Passing functions as arguments to functions which return immediately. The function (callback) that’s passed as an argument will be run at some time in the future when the potentially time expensive operation is done. This callback by convention has it’s first parameter as the error on error, or as null on success of the expensive operation. In JavaScript we should never block on potentially time expensive operations such as I/O, network operations. We only have one thread in JavaScript, so we allow the JavaScript implementations to place our discrete operations on the event queue.

One other point I think that’s worth mentioning is that we should never call asynchronous callbacks synchronously unless of course we’re unit testing them, in which case we should be rarely calling them asynchronously. Always allow the JavaScript engine to put the callback into the event queue rather than calling it immediately, even if you already have the result to pass to the callback. By ensuring the callback executes on a subsequent turn of the event loop you are providing strict separation of the callback being allowed to change data that’s shared between itself (usually via closure) and the currently executing function. There are many ways to ensure the callback is run on a subsequent turn of the event loop. Using asynchronous API’s like setTimeout and setImmediate allow you to schedule your callback to run on a subsequent turn. The Promises/A+ specification (discussed below) for example specifies this.

The Test

var assert = require('assert');
var should = require('should');
var requireFrom = require('requirefrom');
var sUTDirectory = requireFrom('post/nodejsAsynchronicityAndCallbackNesting');
var nestedCoffee = sUTDirectory('nestedCoffee');

describe('nodejsAsynchronicityAndCallbackNesting post integration test suite', function (done) {
   // if you don't want to wait for the machine to heat up assign minutes: 2.
   var minutes = 32;
   this.timeout(60000 * minutes);
   it('Test the ugly nested callback coffee machine', function (done) {

      var result = function (error, state) {
         var stateOutCome;
         var expectedErrorOutCome = null;
         if(!error) {
            stateOutCome = 'The state of the ordered coffee is: ' + state.description;
            stateOutCome.should.equal('The state of the ordered coffee is: beautiful shot!');
         } else {
            assert.fail(error, expectedErrorOutCome, 'brew encountered an error. The following are the error details: ' + error.message);
         }
         done();
      };

      nestedCoffee().brew(result);
   });
});
lets test

The System Under Test

'use strict';

module.exports = function nestedCoffee() {

   // We don't do instant coffee ####################################

   var boilJug = function () {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
   };
   var addInstantCoffeePowder = function () {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Crappy instant coffee powder is being added.');
   };
   var addSugar = function () {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Sugar is being added.');
   };
   var addBoilingWater = function () {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Boiling water is being added.');
   };
   var stir = function () {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Coffee is being stirred. Hmm...');
   };

   // We only do real coffee ########################################

   var heatEspressoMachine = function (state, callback) {
      var error = undefined;
      var wrappedCallback = function () {
         console.log('Espresso machine heating cycle is done.');
         if(!error) {
            callback(error, state);
         } else
            console.log('wrappedCallback encountered an error. The following are the error details: ' + error);
      };
      // Flick switch, check water.
      console.log('Espresso machine has been turned on and is now heating.');
      // Mutate state.
      // If there is an error, wrap callback with our own error function

      // Even if you call setTimeout with a time of 0 ms, the callback you pass is placed on the event queue to be called on a subsequent turn of the event loop.
      // Also be aware that setTimeout has a minimum granularity of 4ms for timers nested more than 5 deep. For several reasons we prefer to use setImmediate if we don't want a 4ms minimum wait.
      // setImmediate will schedule your callbacks on the next turn of the event loop, but it goes about it in a smarter way. Read more about it here: https://developer.mozilla.org/en-US/docs/Web/API/Window.setImmediate
      // If you are using setImmediate and it's not available in the browser, use the polyfill: https://github.com/YuzuJS/setImmediate
      // For this, we need to wait for our huge hunk of copper to heat up, which takes a lot longer than a few milliseconds.
      setTimeout(
         // Once espresso machine is hot callback will be invoked on the next turn of the event loop...
         wrappedCallback, espressoMachineHeatTime.milliseconds
      );
   };
   var grindDoseTampBeans = function (state, callback) {
      // Perform long running action.
      console.log('We are now grinding, dosing, then tamping our dose.');
      // To save on writing large amounts of code, the callback would get passed to something that would run it at some point in the future.
      // We would then return immediately with the expectation that callback will be run in the future.
      callback(null, state);
   };
   var mountPortaFilter = function (state, callback) {
      // Perform long running action.
      console.log('Porta filter is now being mounted.');
      // To save on writing large amounts of code, the callback would get passed to something that would run it at some point in the future.
      // We would then return immediately with the expectation that callback will be run in the future.
      callback(null, state);
   };
   var positionCup = function (state, callback) {
      // Perform long running action.
      console.log('Placing cup under portafilter.');
      // To save on writing large amounts of code, the callback would get passed to something that would run it at some point in the future.
      // We would then return immediately with the expectation that callback will be run in the future.
      callback(null, state);
   };
   var preInfuse = function (state, callback) {
      // Perform long running action.
      console.log('10 second preinfuse now taking place.');
      // To save on writing large amounts of code, the callback would get passed to something that would run it at some point in the future.
      // We would then return immediately with the expectation that callback will be run in the future.
      callback(null, state);
   };
   var extract = function (state, callback) {
      // Perform long running action.
      console.log('Cranking leaver down and extracting pure goodness.');
      state.description = 'beautiful shot!';
      // To save on writing large amounts of code, the callback would get passed to something that would run it at some point in the future.
      // We would then return immediately with the expectation that callback will be run in the future.

      // Uncomment the below to test the error.
      //callback({message: 'Oh no, something has gone wrong!'})
      callback(null, state);
   };
   var espressoMachineHeatTime = {
      // if you don't want to wait for the machine to heat up assign minutes: 0.2.
      minutes: 30,
      get milliseconds() {
         return this.minutes * 60000;
      }
   };
   var state = {
      description: ''
      // Other properties
   };
   var brew = function (onCompletion) {
      // Some prep work here possibly.
      heatEspressoMachine(state, function (err, resultFromHeatEspressoMachine) {
         if(!err) {
            grindDoseTampBeans(state, function (err, resultFromGrindDoseTampBeans) {
               if(!err) {
                  mountPortaFilter(state, function (err, resultFromMountPortaFilter) {
                     if(!err) {
                        positionCup(state, function (err, resultFromPositionCup) {
                           if(!err) {
                              preInfuse(state, function (err, resultFromPreInfuse) {
                                 if(!err) {
                                    extract(state, function (err, resultFromExtract) {
                                       if(!err)
                                          onCompletion(null, state);
                                       else
                                          onCompletion(err, null);
                                    });
                                 } else
                                    onCompletion(err, null);
                              });
                           } else
                              onCompletion(err, null);
                        });
                     } else
                        onCompletion(err, null);
                  });
               } else
                  onCompletion(err, null);
            });
         } else
            onCompletion(err, null);
      });
   };
   return {
      // Publicise brew.
      brew: brew
   };
};

What’s wrong with it?

  1. It’s hard to read, reason about and maintain
  2. The debugging experience isn’t very informative
  3. It creates more garbage than adding your functions to a prototype
  4. Dangers of leaking memory due to retaining closure references
  5. Many more…

What’s right with it?

  • It’s asynchronous

Closures are one of the language features in JavaScript that they got right. There are often issues in how we use them though.   Be very careful of what you’re doing with closures. If you’ve got hot code, don’t create a new function every time you want to execute it.

Resources

  • Chapter 7 Concurrency of the Effective JavaScript book by David Herman

 

Alternative Approaches

Ranging from marginally good approaches to better approaches. Keeping in mind that all these techniques add value and some make more sense in some situations than others. They are all approaches for making the callback hell more manageable and often encapsulating it completely, so much so that the underlying workings are no longer just a bunch of callbacks but rather well thought out implementations offering up a consistent well recognised API. Try them all, get used to them all, then pick the one that suites your particular situation. The first two examples from here are blocking though, so I wouldn’t use them as they are, they are just an example of how to make some improvements.

Name your anonymous functions

  1. They’ll be easier to read and understand
  2. You’ll get a much better debugging experience, as stack traces will reference named functions rather than “anonymous function”
  3. If you want to know where the source of an exception was
  4. Reveals your intent without adding comments
  5. In itself will allow you to keep your nesting shallow
  6. A first step to creating more extensible code

We’ve made some improvements in the next two examples, but introduced blocking in the arrays prototypes forEach loop which we really don’t want to do.

Example of Anonymous Functions

var boilJug = function () {
   // Perform long running action
};
var addInstantCoffeePowder = function () {
   // Perform long running action
   console.log('Crappy instant coffee powder is being added.');
};
var addSugar = function () {
   // Perform long running action
   console.log('Sugar is being added.');
};
var addBoilingWater = function () {
   // Perform long running action
   console.log('Boiling water is being added.');
};
var stir = function () {
   // Perform long running action
   console.log('Coffee is being stirred. Hmm...');
};
var heatEspressoMachine = function () {
   // Flick switch, check water.
   console.log('Espresso machine is being turned on and is now heating.');
};
var grindDoseTampBeans = function () {
   // Perform long running action
   console.log('We are now grinding, dosing, then tamping our dose.');
};
var mountPortaFilter = function () {
   // Perform long running action
   console.log('Portafilter is now being mounted.');
};
var positionCup = function () {
   // Perform long running action
   console.log('Placing cup under portafilter.');
};
var preInfuse = function () {
   // Perform long running action
   console.log('10 second preinfuse now taking place.');
};
var extract = function () {
   // Perform long running action
   console.log('Cranking leaver down and extracting pure goodness.');
};

(function () {
   // Array.prototype.forEach executes your callback synchronously (that's right, it's blocking) for each element of the array.
   return [
      'heatEspressoMachine',
      'grindDoseTampBeans',
      'mountPortaFilter',
      'positionCup',
      'preInfuse',
      'extract',
   ].forEach(
      function (brewStep) {
         this[brewStep]();
      }
   );
}());

anonymous functions

Example of Named Functions

Now satisfies all the points above, providing the same output. Hopefully you’ll be able to see a few other issues I’ve addressed with this example. We’re also no longer clobbering the global scope. We can now also make any of the other types of coffee simply with an additional single line function call, so we’re removing duplication.

var BINARYMIST = (function (binMist) {
   binMist.coffee = {
      action: function (step) {

         return {
            boilJug: function () {
               // Perform long running action
            },
            addInstantCoffeePowder: function () {
               // Perform long running action
               console.log('Crappy instant coffee powder is being added.');
            },
            addSugar: function () {
               // Perform long running action
               console.log('Sugar is being added.');
            },
            addBoilingWater: function () {
               // Perform long running action
               console.log('Boiling water is being added.');
            },
            stir: function () {
               // Perform long running action
               console.log('Coffee is being stirred. Hmm...');
            },
            heatEspressoMachine: function () {
               // Flick switch, check water.
               console.log('Espresso machine is being turned on and is now heating.');
            },
            grindDoseTampBeans: function () {
               // Perform long running action
               console.log('We are now grinding, dosing, then tamping our dose.');
            },
            mountPortaFilter: function () {
               // Perform long running action
               console.log('Portafilter is now being mounted.');
            },
            positionCup: function () {
               // Perform long running action
               console.log('Placing cup under portafilter.');
            },
            preInfuse: function () {
               // Perform long running action
               console.log('10 second preinfuse now taking place.');
            },
            extract: function () {
               // Perform long running action
               console.log('Cranking leaver down and extracting pure goodness.');
            }
         }[step]();
      },
      coffeeType: function (type) {
         return {
            'cappuccino': {
               brewSteps: function () {
                  return [
                     // Lots of actions
                  ];
               }
            },
            'instant': {
               brewSteps: function () {
                  return [
                     'addInstantCoffeePowder',
                     'addSugar',
                     'addBoilingWater',
                     'stir'
                  ];
               }
            },
            'macchiato': {
               brewSteps: function () {
                  return [
                     // Lots of actions
                  ];
               }
            },
            'mocha': {
               brewSteps: function () {
                  return [
                     // Lots of actions
                  ];
               }
            },
            'short black': {
               brewSteps: function () {
                  return [
                     'heatEspressoMachine',
                     'grindDoseTampBeans',
                     'mountPortaFilter',
                     'positionCup',
                     'preInfuse',
                     'extract',
                  ];
               }
            }
         }[type];
      },
      'brew': function (requestedCoffeeType) {
         var that = this;
         var brewSteps = this.coffeeType(requestedCoffeeType).brewSteps();
         // Array.prototype.forEach executes your callback synchronously (that's right, it's blocking) for each element of the array.
         brewSteps.forEach(function runCoffeeMakingStep(brewStep) {
            that.action(brewStep);
         });
      }
   };
   return binMist;

} (BINARYMIST || {/*if BINARYMIST is falsy, create a new object and pass it*/}));

BINARYMIST.coffee.brew('short black');

named functions


Web Workers

I’ll address these in another post.

Create Modules

Everywhere.

Legacy Modules (Server or Client side)

AMD Modules using RequireJS

CommonJS type Modules in Node.js

In most of the examples I’ve created in this post I’ve exported the system under test (SUT) modules and then required them into the test. Node modules are very easy to create and consume. requireFrom is a great way to require your local modules without explicit directory traversal, thus removing the need to change your require statements when you move your files that are requiring your modules.

NPM Packages

Browserify

Here we get to consume npm packages in the browser.

Universal Module Definition (UMD)

ES6 Modules

That’s right, we’re getting modules as part of the specification (15.2). Check out this post by Axel Rauschmayer to get you started.


Recursion

I’m not going to go into this here, but recursion can be used as a light weight solution to provide some logic to determine when to run the next asynchronous piece of work. Item 64 “Use Recursion for Asynchronous Loops” of the Effective JavaScript book provides some great examples. Do your self a favour and get a copy of David Herman’s book. Oh, we’re also getting tail-call optimisation in ES6.

 


EventEmitter

Still creates more garbage unless your functions are on the prototype, but does provide asynchronicity. Now we can put our functions on the prototype, but then they’ll all be public and if they’re part of a process then we don’t want our coffee process spilling all it’s secretes about how it makes perfect coffee. In saying that, if our code is hot and we’ve profiled it and it’s a stand-out for using to much memory, we could refactor EventEmittedCoffee to have its function declarations added to EventEmittedCoffee.prototype and perhaps hidden another way, but I wouldn’t worry about it until it’s been proven to be using to much memory.

Events are used in the well known Ganf Of Four Observer (behavioural) pattern (which I discussed the C# implementation of here) and at a higher level the Enterprise Integration Publish/Subscribe pattern. The Observer pattern is used in quite a few other patterns also. The ones that spring to mind are Model View Presenter, Model View Controller. The pub/sub pattern is slightly different to the Observer in that it has a topic/event channel that sits between the publisher and the subscriber and it uses contractual messages to encapsulate and transmit it’s events.

Here’s an example of the EventEmitter …

The Test

var assert = require('assert');
var should = require('should');
var requireFrom = require('requirefrom');
var sUTDirectory = requireFrom('post/nodejsAsynchronicityAndCallbackNesting');
var eventEmittedCoffee = sUTDirectory('eventEmittedCoffee');

describe('nodejsAsynchronicityAndCallbackNesting post integration test suite', function () {
   // if you don't want to wait for the machine to heat up assign minutes: 2.
   var minutes = 32;
   this.timeout(60000 * minutes);
   it('Test the event emitted coffee machine', function (done) {

      function handleSuccess(state) {
         var stateOutCome = 'The state of the ordered coffee is: ' + state.description;
         stateOutCome.should.equal('The state of the ordered coffee is: beautiful shot!');
         done();
      }

      function handleFailure(error) {
         assert.fail(error, 'brew encountered an error. The following are the error details: ' + error.message);
         done();
      }

      // We could even assign multiple event handlers to the same event. We're not here, but we could.
      eventEmittedCoffee.on('successfulOrder', handleSuccess).on('failedOrder', handleFailure);

      eventEmittedCoffee.brew();
   });
});

The System Under Test

'use strict';

var events = require('events'); // Core node module.
var util = require('util'); // Core node module.

var eventEmittedCoffee;
var espressoMachineHeatTime = {
   // if you don't want to wait for the machine to heat up assign minutes: 0.2.
   minutes: 30,
   get milliseconds() {
      return this.minutes * 60000;
   }
};
var state = {
   description: '',
   // Other properties
   error: ''
};

function EventEmittedCoffee() {

   var eventEmittedCoffee = this;

   function heatEspressoMachine(state) {
      // No need for callbacks. We can emit a failedOrder event at any stage and any subscribers will be notified.

      function emitEspressoMachineHeated() {
         console.log('Espresso machine heating cycle is done.');
         eventEmittedCoffee.emit('espressoMachineHeated', state);
      }
      // Flick switch, check water.
      console.log('Espresso machine has been turned on and is now heating.');
      // Mutate state.
      setTimeout(
         // Once espresso machine is hot event will be emitted on the next turn of the event loop...
         emitEspressoMachineHeated, espressoMachineHeatTime.milliseconds
      );
   }

   function grindDoseTampBeans(state) {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('We are now grinding, dosing, then tamping our dose.');
      eventEmittedCoffee.emit('groundDosedTampedBeans', state);
   }

   function mountPortaFilter(state) {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Porta filter is now being mounted.');
      eventEmittedCoffee.emit('portaFilterMounted', state);
   }

   function positionCup(state) {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Placing cup under portafilter.');
      eventEmittedCoffee.emit('cupPositioned', state);
   }

   function preInfuse(state) {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('10 second preinfuse now taking place.');
      eventEmittedCoffee.emit('preInfused', state);
   }

   function extract(state) {
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      console.log('Cranking leaver down and extracting pure goodness.');
      state.description = 'beautiful shot!';
      eventEmittedCoffee.emit('successfulOrder', state);
      // If you want to fail the order, replace the above two lines with the below two lines.
      // state.error = 'Oh no! That extraction came out far to fast.'
      // this.emit('failedOrder', state);
   }

   eventEmittedCoffee.on('timeToHeatEspressoMachine', heatEspressoMachine).
   on('espressoMachineHeated', grindDoseTampBeans).
   on('groundDosedTampedBeans', mountPortaFilter).
   on('portaFilterMounted', positionCup).
   on('cupPositioned', preInfuse).
   on('preInfused', extract);
}

// Make sure util.inherits is before any prototype augmentations, as it seems it clobbers the prototype if it's the other way around.
util.inherits(EventEmittedCoffee, events.EventEmitter);

// Only public method.
EventEmittedCoffee.prototype.brew = function () {
   this.emit('timeToHeatEspressoMachine', state);
};

eventEmittedCoffee = new EventEmittedCoffee();

module.exports = eventEmittedCoffee;

With using raw callbacks, we have to pass them (functions) around. With events, we can have many interested parties request (subscribe) to be notified when something that our interested parties are interested in happens (the event). The Observer pattern promotes loose coupling, as the thing (publisher) wanting to inform interested parties of specific events has no knowledge of it’s subscribers, this is essentially what a service is.

Resources


Async.js

Provides a collection of methods on the async object that:

  1. take an array and perform certain actions on each element asynchronously
  2. take a collection of functions to execute in specific orders asynchronously, some based on different criteria. The likes of async.waterfall allow you to pass results of a previous function to the next. Don’t underestimate these. There are a bunch of very useful routines.
  3. are asynchronous utilities

Here’s an example…

The Test

var assert = require('assert');
var should = require('should');
var requireFrom = require('requirefrom');
var sUTDirectory = requireFrom('post/nodejsAsynchronicityAndCallbackNesting');
var asyncCoffee = sUTDirectory('asyncCoffee');

describe('nodejsAsynchronicityAndCallbackNesting post integration test suite', function () {
   // if you don't want to wait for the machine to heat up assign minutes: 2.
   var minutes = 32;
   this.timeout(60000 * minutes);
   it('Test the async coffee machine', function (done) {

      var result = function (error, resultsFromAllAsyncSeriesFunctions) {
         var stateOutCome;
         var expectedErrorOutCome = null;
         if(!error) {
            stateOutCome = 'The state of the ordered coffee is: '
               + resultsFromAllAsyncSeriesFunctions[resultsFromAllAsyncSeriesFunctions.length - 1].description;
            stateOutCome.should.equal('The state of the ordered coffee is: beautiful shot!');
         } else {
            assert.fail(
               error,
               expectedErrorOutCome,
               'brew encountered an error. The following are the error details. message: '
                  + error.message
                  + '. The finished state of the ordered coffee is: '
                  + resultsFromAllAsyncSeriesFunctions[resultsFromAllAsyncSeriesFunctions.length - 1].description
            );
         }
         done();
      };

      asyncCoffee().brew(result)
   });
});

The System Under Test

'use strict';

var async = require('async');
var espressoMachineHeatTime = {
   // if you don't want to wait for the machine to heat up assign minutes: 0.2.
   minutes: 30,
   get milliseconds() {
      return this.minutes * 60000;
   }
};
var state = {
   description: '',
   // Other properties
   error: null
};

module.exports = function asyncCoffee() {

   var brew = function (onCompletion) {
      async.series([
         function heatEspressoMachine(heatEspressoMachineDone) {
            // No need for callbacks. We can just pass an error to the async supplied callback at any stage and the onCompletion callback will be invoked with the error and the results immediately.

            function espressoMachineHeated() {
               console.log('Espresso machine heating cycle is done.');
               heatEspressoMachineDone(state.error);
            }
            // Flick switch, check water.
            console.log('Espresso machine has been turned on and is now heating.');
            // Mutate state.
            setTimeout(
               // Once espresso machine is hot, heatEspressoMachineDone will be invoked on the next turn of the event loop...
               espressoMachineHeated, espressoMachineHeatTime.milliseconds
            );
         },
         function grindDoseTampBeans(grindDoseTampBeansDone) {
            // Perform long running action, delegating async tasks passing callback and returning immediately.
            console.log('We are now grinding, dosing, then tamping our dose.');
            grindDoseTampBeansDone(state.error);
         },
         function mountPortaFilter(mountPortaFilterDone) {
            // Perform long running action, delegating async tasks passing callback and returning immediately.
            console.log('Porta filter is now being mounted.');
            mountPortaFilterDone(state.error);
         },
         function positionCup(positionCupDone) {
            // Perform long running action, delegating async tasks passing callback and returning immediately.
            console.log('Placing cup under portafilter.');
            positionCupDone(state.error);
         },
         function preInfuse(preInfuseDone) {
            // Perform long running action, delegating async tasks passing callback and returning immediately.
            console.log('10 second preinfuse now taking place.');
            preInfuseDone(state.error);
         },
         function extract(extractDone) {
            // Perform long running action, delegating async tasks passing callback and returning immediately.
            console.log('Cranking leaver down and extracting pure goodness.');
            // If you want to fail the order, uncomment the below line. May as well change the description too.
            // state.error = {message: 'Oh no! That extraction came out far to fast.'};
            state.description = 'beautiful shot!';
            extractDone(state.error, state);

         }
      ],
      onCompletion);
   };

   return {
      // Publicise brew.
      brew: brew
   };
};

Other Similar Useful libraries


Adding to Prototype

Check out my post on prototypes. If profiling reveals you’re spending to much memory or processing time creating the objects that contain the functions that are going to be used asynchronously you could add the functions to the objects prototype like we did with the public brew method of the EventEmitter example above.


Promises

The concepts of promises and futures which are quite similar, have been around a long time. their roots go back to 1976 and 1977 respectively. Often the terms are used interchangeably, but they are not the same thing. You can think of the language agnostic promise as a proxy for a value provided by an asynchronous actions eventual success or failure. a promise is something tangible, something you can pass around and interact with… all before or after it’s resolved or failed. The abstract concept of the future (discussed below) has a value that can be mutated once from pending to either fulfilled or rejected on fulfilment or rejection of the promise.

Promises provide a pattern that abstracts asynchronous operations in code thus making them easier to reason about. Promises which abstract callbacks can be passed around and the methods on them chained (AKA Promise pipelining). Removing temporary variables makes it more concise and clearer to readers that the extra assignments are an unnecessary step.

JavaScript Promises

A promise (Promises/A+ thenable) is an object or sometimes more specifically a function with a then (JavaScript specific) method.
A promise must only change it’s state once and can only change from either pending to fulfilled or pending to rejected.

Semantically a future is a read-only property.
A future can only have its value set (sometimes called resolved, fulfilled or bound) once by one or more (via promise pipelining) associated promises.
Futures are not discussed explicitly in the Promises/A+, although are discussed implicitly in the promise resolution procedure which takes a promise as the first argument and a value as the second argument.
The idea is that the promise (first argument) adopts the state of the second argument if the second argument is a thenable (a promise object with a then method). This procedure facilitates the concept of the “future”

We’re getting promises in ES6. That means JavaScript implementers are starting to include them as part of the language. Until we get there, we can use the likes of these libraries.

One of the first JavaScript promise drafts was the Promises/A (1) proposal. The next stage in defining a standardised form of promises for JavaScript was the Promises/A+ (2) specification which also has some good resources for those looking to use and implement promises based on the new spec. Just keep in mind though, that this has nothing to do with the EcmaScript specification, although it is/was a precursor.

Then we have Dominic Denicola’s promises-unwrapping repository (3) for those that want to stay ahead of the solidified ES6 draft spec (4). Dominic’s repo is slightly less specky and may be a little more convenient to read, but if you want gospel, just go for the ES6 draft spec sections 25.4 Promise Objects and 7.5 Operations on Promise Objects which is looking fairly solid now.

The 1, 2, 3 and 4 are the evolutionary path of promises in JavaScript.

Node Support

Although it was decided to drop promises from Node core, we’re getting them in ES6 anyway. V8 already supports the spec and we also have plenty of libraries to choose from.

Node on the other hand is lagging. Node stable 0.10.29 still looks to be using version 3.14.5.9 of V8 which still looks to be about 17 months from the beginnings of the first sign of native ES6 promises according to how I’m reading the V8 change log and the Node release notes.

So to get started using promises in your projects whether your programming server or client side, you can:

  1. Use one of the excellent Promises/A+ conformant libraries which will give you the flexibility of lots of features if that’s what you need, or
  2. Use the native browser promise API of which all ES6 methods on Promise work in Chrome (V8 -> Soon in Node), Firefox and Opera. Then polyfill using the likes of yepnope, or just check the existence of the methods you require and load them on an as needed basis. The cujojs or jakearchibald shims would be good starting points.

For my examples I’ve decided to use when.js for several reasons.

  • Currently in Node we have no native support. As stated above, this will be changing soon, so we’d be polyfilling everything.
  • It’s performance is the least worst of the Promises/A+ compliant libraries at this stage. Although don’t get to hung up on perf stats. In most cases they won’t matter in context of your module. If you’re concerned, profile your running code.
  • It wraps non Promises/A+ compliant promise look-a-likes like jQuery’s Deferred which will forever remain broken.
  • Is compliant with spec version 1.1

The following example continues with the coffee making procedure concept. Now we’ve taken this from raw callbacks to using the EventEmitter to using the Async library and finally to what I think is the best option for most of our asynchronous work, not only in Node but JavaScript anywhere. Promises. Now this is just one way to implement the example. There are many and probably many of which are even more elegant. Go forth explore and experiment.

The Test

var should = require('should');
var requireFrom = require('requirefrom');
var sUTDirectory = requireFrom('post/nodejsAsynchronicityAndCallbackNesting');
var promisedCoffee = sUTDirectory('promisedCoffee');

describe('nodejsAsynchronicityAndCallbackNesting post integration test suite', function () {
   // if you don't want to wait for the machine to heat up assign minutes: 2.
   var minutes = 32;
   this.timeout(60000 * minutes);
   it('Test the coffee machine of promises', function (done) {

      var numberOfSteps = 7;
      // We could use a then just as we've used the promises done method, but done is semantically the better choice. It makes a bigger noise about handling errors. Read the docs for more info.
      promisedCoffee().brew().done(
         function handleValue(valueOrErrorFromPromiseChain) {
            console.log(valueOrErrorFromPromiseChain);
            valueOrErrorFromPromiseChain.errors.should.have.length(0);
            valueOrErrorFromPromiseChain.stepResults.should.have.length(numberOfSteps);
            done();
         }
      );
   });

});

The System Under Test

'use strict';

var when = require('when');
var espressoMachineHeatTime = {
   // if you don't want to wait for the machine to heat up assign minutes: 0.2.
   minutes: 30,
   get milliseconds() {
      return this.minutes * 60000;
   }
};
var state = {
   description: '',
   // Other properties
   errors: [],
   stepResults: []
};
function CustomError(message) {
   this.message = message;
   // return false
   return false;
}

function heatEspressoMachine(resolve, reject) {
   state.stepResults.push('Espresso machine has been turned on and is now heating.');
   function espressoMachineHeated() {
      var result;
      // result will be wrapped in a new promise and provided as the parameter in the promises then methods first argument.
      result = 'Espresso machine heating cycle is done.';
      // result could also be assigned another promise
      resolve(result);
      // Or call the reject
      //reject(new Error('Something screwed up here')); // You'll know where it originated from. You'll get full stack trace.
   }
   // Flick switch, check water.
   console.log('Espresso machine has been turned on and is now heating.');
   // Mutate state.
   setTimeout(
      // Once espresso machine is hot, heatEspressoMachineDone will be invoked on the next turn of the event loop...
      espressoMachineHeated, espressoMachineHeatTime.milliseconds
   );
}

// The promise takes care of all the asynchronous stuff without a lot of thought required.
var promisedCoffee = when.promise(heatEspressoMachine).then(
   function fulfillGrindDoseTampBeans(result) {
      state.stepResults.push(result);
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      return 'We are now grinding, dosing, then tamping our dose.';
      // Or if something goes wrong:
      // throw new Error('Something screwed up here'); // You'll know where it originated from. You'll get full stack trace.
   },
   function rejectGrindDoseTampBeans(error) {
      // Deal with the error. Possibly augment some additional insight and re-throw.
      if(state.errors[state.errors.length -1] !== error.message)
         state.errors.push(error.message);
      throw new CustomError(error.message);
   }
).then(
   function fulfillMountPortaFilter(result) {
      state.stepResults.push(result);
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      return 'Porta filter is now being mounted.';
   },
   function rejectMountPortaFilter(error) {
      // Deal with the error. Possibly augment some additional insight and re-throw.
      if(state.errors[state.errors.length -1] !== error.message)
         state.errors.push(error.message);
      throw new Error(error.message);
   }
).then(
   function fulfillPositionCup(result) {
      state.stepResults.push(result);
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      return 'Placing cup under portafilter.';
   },
   function rejectPositionCup(error) {
      // Deal with the error. Possibly augment some additional insight and re-throw.
      if(state.errors[state.errors.length -1] !== error.message)
         state.errors.push(error.message);
      throw new CustomError(error.message);
   }
).then(
   function fulfillPreInfuse(result) {
      state.stepResults.push(result);
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      return '10 second preinfuse now taking place.';
   },
   function rejectPreInfuse(error) {
      // Deal with the error. Possibly augment some additional insight and re-throw.
      if(state.errors[state.errors.length -1] !== error.message)
         state.errors.push(error.message);
      throw new CustomError(error.message);
   }
).then(
   function fulfillExtract(result) {
      state.stepResults.push(result);
      state.description = 'beautiful shot!';
      state.stepResults.push('Cranking leaver down and extracting pure goodness.');
      // Perform long running action, delegating async tasks passing callback and returning immediately.
      return state;
   },
   function rejectExtract(error) {
      // Deal with the error. Possibly augment some additional insight and re-throw.
      if(state.errors[state.errors.length -1] !== error.message)
         state.errors.push(error.message);
      throw new CustomError(error.message);

   }
).catch(CustomError, function (e) {
      // Only deal with the error type that we know about.
      // All other errors will propagate to the next catch. whenjs also has a finally if you need it.
      // Todo: KimC. Do the dealing with e.
      e.newCustomErrorInformation = 'Ok, so we have now dealt with the error in our custom error handler.';
      return e;
   }
).catch(function (e) {
      // Handle other errors
      e.newUnknownErrorInformation = 'Hmm, we have an unknown error.';
      return e;
   }
);

function brew() {
   return promisedCoffee;
}

// when's promise.catch is only supposed to catch errors derived from the native Error (etc) functions.
// Although in my tests, my catch(CustomError func) wouldn't catch it. I'm assuming there's a bug as it kept giving me a TypeError instead.
// Looks like it came from within the library. So this was a little disappointing.
CustomError.prototype = Error;

module.exports = function promisedCoffee() {
   return {
      // Publicise brew.
      brew: brew
   };
};

Resources


Testing Asynchronous Code

All of the tests I demonstrated above have been integration tests. Usually I’d unit test the functions individually not worrying about the intrinsically asynchronous code, as most of it isn’t mine anyway, it’s C/O the EventEmitter, Async and other libraries and there is often no point in testing what the library maintainer already tests.

When you’re driving your development with tests, there should be little code testing the asynchronicity. Most of your code should be able to be tested synchronously. This is a big part of the reason why we drive our development with tests, to make sure your code is easy to test. Testing asynchronous code is a pain, so don’t do it much. Test your asynchronous code yes, but most of your business logic should be just functions that you join together asynchronously. When you’re unit testing, you should be testing units, not asynchronous code. When you’re concerned about testing your asynchronicity, that’s called integration testing. Which you should have a lot less of. I discuss the ratios here.

As of 1.18.0 Mocha now has baked in support for promises. For fluent style of testing promises we have Chai as Promised.

Resources


There are plenty of other resources around working with promises in JavaScript. For myself I found that I needed to actually work with them to solidify my understanding of them. With Chrome DevTool async option, we’ll soon have support for promise chaining.

Other Excellent Resources

And again all of the code samples can be found at GitHub.

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Exploring JavaScript Prototypes

June 28, 2014

Not to be confused with the GoF Prototype pattern that defines a lot more than the simple JavaScript prototype. Although the abstract concept of the prototype is the same.

My intention with this post is to arm our developers with enough information around JavaScript prototypes to know when they are the right tool for the job as opposed to other constructs when considering how to create polymorphic JavaScript that’s performant and easy to maintain. Often performant code and easy to maintain code are in conflict with each other. I.E. if you want code that’s fast, it’s often hard to read and if you want code that’s really easy to read, it “may” not be as fast as it could/should be. So we make trade-offs.

Make your code as readable as possible in as many places as possible. The more eyes that are going to be on it, generally the more readable it needs to be. Where performance really matters, we “may” have to carefully sacrifice some precious readability to achieve the essential performance required. This really needs measuring though, because often we think we’re writing fast code that either doesn’t matter or that just isn’t fast. So we should always favour readability, then profile your running application in an environment as close to production as possible. This removes the guess work, which we usually get wrong anyway. I’m currently working on a Node.js performance blog post in which I’ll attempt to address many things to do with performance. What I’m finding a lot of the time is that techniques that I’ve been told are essential for fast code are all to often incorrect. We must measure.

Some background

Before we do the deep dive thing, lets step back for a bit. Why do prototypes matter in JavaScript? What do prototypes do for us? Where do prototypes fit into the design philosophy of JavaScript?

What do JavaScript Prototypes do for us?

Removal of Code Duplication (DRY)

Excellent for reducing unnecessary duplication of members that will need garbage collecting

Performance

Prototypes also allow us to maximise economy of memory, thus reducing Garbage Collection (GC) activity, thus increasing performance. There are other ways to get this performance though. Prototypes which obtain re-use of the parent object are not always the best way to get the performance benefits we crave. You can see here under the “Cached Functions in the Module Pattern” section that using closure (although not mentioned) which is what modules leverage, also gives us the benefit of re-use, as the free variable in the outer scope is baked into the closure. Just check the jsperf for proof.

The Design Philosophy of JavaScript and Prototypes

Prototypal inheritance was implemented in JavaScript as a key technique to support the object oriented principle of polymorphism. Prototypal inheritance provides the flexibility of being able to choose what the more specific object is going to inherit, rather than in the classical paradigm where you’re forced to inherit all the base class’s baggage whether you want it or not.

Three obvious ways to achieve polymorphism:

  1. Composition (creating an object that composes a contract to another object)(has-a relationship). Learn the pros and cons. Use when it makes sense
  2. Prototypal inheritance (is-a relationship). Learn the pros and cons. Use when it makes sense
  3. Monkey Patching courtesy of call, apply and bind
  4. Classical inheritance (is-a relationship). Why would you? Please don’t try this at home in production 😉

Of course there are other ways and some languages have unique techniques to achieve polymorphism. like templates in C++, generics in C#, first-class polymorphism in Haskell, multimethods in Clojure, etc, etc.

Diving into the Implementation Details

Before we dive into Prototypes…

What does Composition look like?

There are many great examples of how composing our objects from other object interfaces whether they’re owned by the composing object (composition), or aggregated from independent objects (aggregation), provide us with the building blocks to create complex objects to look and behave the way we want them to. This generally provides us with plenty of flexibility to swap implementation at will, thus overcoming the tight coupling of classical inheritance.

Many of the Gang of Four (GoF) design patterns we know and love leverage composition and/or aggregation to help create polymorphic objects. There is a difference between aggregation and composition, but both concepts are often used loosely to just mean creating objects that contain other objects. Composition implies ownership, aggregation doesn’t have to. With composition, when the owning object is destroyed, so are the objects that are contained within the owner. This is not necessarily the case for aggregation.

An example: Each coffee shop is composed of it’s own unique culture. Each coffee shop has a different type of culture that it fosters and the unique culture is an aggregation of its people and their attributes. Now the people that aggregate the specific coffee shop culture can also be a part of other cultures that are completely separate to the coffee shops culture, they could even leave the current culture without destroying it, but the culture of the specific coffee shop can not be the same culture of another coffee shop. Every coffee shops culture is unique, even if only slightly.

Programmer Show Pony
programmer show pony

Following we have a coffeeShop that composes a culture. We use the Strategy pattern within the culture to aggregate the customers. The Visit function provides an interface to encapsulate the Concrete Strategy, which is passed as an argument to the Visit constructor and closed over by the describe method.

// Context component of Strategy pattern.
var Programmer = function () {
   this.casualVisit = {};
   this.businessVisit = {};
   // Add additional visit types.
};
// Context component of Strategy pattern.
var ShowPony = function () {
   this.casualVisit = {};
   this.businessVisit = {};
   // Add additional visit types.
};
// Add more persons to make a unique culture.

var customer = {
   setCasualVisitStrategy: function (casualVisit) {
      this.casualVisit = casualVisit;
   },
   setBusinessVisitStrategy: function (businessVisit) {
      this.businessVisit = businessVisit;
   },
   doCasualVisit: function () {
      console.log(this.casualVisit.describe());
   },
   doBusinessVisit: function () {
      console.log(this.businessVisit.describe());
   }
};

// Strategy component of Strategy pattern.
var Visit = function (description) {
   // description is closed over, so it's private. Check my last post on closures for more detail
   this.describe = function () {
      return description;
   };
};

var coffeeShop;

Programmer.prototype = customer;
ShowPony.prototype = customer;

coffeeShop = (function () {
   var culture = {};
   var flavourOfCulture = '';
   // Composes culture. The specific type of culture exists to this coffee shop alone.
   var whatWeWantExposed = {
      culture: {
         looksLike: function () {
            console.log(flavourOfCulture);

         }
      }
   };

   // Other properties ...
   (function createCulture() {
      var programmer = new Programmer();
      var showPony = new ShowPony();
      var i = 0;
      var propertyName;

      programmer.setCasualVisitStrategy(
         // Concrete Strategy component of Strategy pattern.
         new Visit('Programmer walks to coffee shop wearing jeans and T-shirt. Brings dog, Drinks macchiato.')
      );
      programmer.setBusinessVisitStrategy(
         // Concrete Strategy component of Strategy pattern.
         new Visit('Programmer brings software development team. Performs Sprint Planning. Drinks long macchiato.')
      );
      showPony.setCasualVisitStrategy(
         // Concrete Strategy component of Strategy pattern.
         new Visit('Show pony cycles to coffee shop in lycra pretending he\'s just done a hill ride. Struts past the ladies chatting them up. Orders Chai Latte.')
      );
      showPony.setBusinessVisitStrategy(
         // Concrete Strategy component of Strategy pattern.
         new Visit('Show pony meets business friends in suites. Pretends to work on his macbook pro. Drinks latte.')
      );

      culture.members = [programmer, showPony, /*lots more*/];

      for (i = 0; i < culture.members.length; i++) {
         for (propertyName in culture.members[i]) {
            if (culture.members[i].hasOwnProperty(propertyName)) {
               flavourOfCulture += culture.members[i][propertyName].describe() + '\n';
            }
         }
      }

   }());
   return whatWeWantExposed;
}());

coffeeShop.culture.looksLike();
// Programmer walks to coffee shop wearing jeans and T-shirt. Brings dog, Drinks macchiato.
// Programmer brings software development team. Performs Sprint Planning. Drinks long macchiato.
// Show pony cycles to coffee shop in lycra pretending he's just done a hill ride. Struts past the ladies chatting them up. Orders Chai Latte.
// Show pony meets business friends in suites. Pretends to work on his macbook pro. Drinks latte.

Now for Prototype

EcmaScript 5

In ES5 we’re a bit spoilt as we have a selection of methods on Object that help with prototypal inheritance.

Object.create takes an argument that’s an object and an optional properties object which is a EcmaScript 5 property descriptor like the second parameter of Object.defineProperties and returns a new object with the first argument passed as it’s prototype and the properties described in the property descriptor (if present) added to the returned object.

prototypal inheritance
// The object we use as the prototype for hobbit.
var person = {
   personType: 'Unknown',
   backingOccupation: 'Unknown occupation',
   age: 'Unknown'
};

var hobbit = Object.create(person);

Object.defineProperties(person, {
   'typeOfPerson': {
      enumerable: true,
      value: function () {
         if(arguments.length === 0)
            return this.personType;
         else if(arguments.length === 1 && typeof arguments[0] === 'string')
            this.personType = arguments[0];
         else
            throw 'Number of arguments not supported. Pass 0 arguments to get. Pass 1 string argument to set.';
      }
   },
   'greeting': {
      enumerable: true,
      value: function () {
         console.log('Hi, I\'m a ' + this.typeOfPerson() + ' type of person.');
      }
   },
   'occupation': {
      enumerable: true,
      get: function () {return this.backingOccupation;},
      // Would need to add some parameter checking on the setter.
      set: function (value) {this.backingOccupation = value;}
   }
});

// Add another property to hobbit.
hobbit.fatAndHairyFeet = 'Yes indeed!';
console.log(hobbit.fatAndHairyFeet); // 'Yes indeed!'
// prototype is unaffected
console.log(person.fatAndHairyFeet); // undefined

console.log(hobbit.typeOfPerson()); // 'Unknown '
hobbit.typeOfPerson('short and hairy');
console.log(hobbit.typeOfPerson()); // 'short and hairy'
console.log(person.typeOfPerson()); // 'Unknown'

hobbit.greeting(); // 'Hi, I'm a short and hairy type of person.'

person.greeting(); // 'Hi, I'm a Unknown type of person.'

console.log(hobbit.age); // 'Unknown'
hobbit.age = 'young';
console.log(hobbit.age); // 'young'
console.log(person.age); // 'Unknown'

console.log(hobbit.occupation); // 'Unknown occupation'
hobbit.occupation = 'mushroom hunter';
console.log(hobbit.occupation); // 'mushroom hunter'
console.log(person.occupation); // 'Unknown occupation'

Object.getPrototypeOf

console.log(Object.getPrototypeOf(hobbit));
// Returns the following:
// { personType: 'Unknown',
//   backingOccupation: 'Unknown occupation',
//   age: 'Unknown',
//   typeOfPerson: [Function],
//   greeting: [Function],
//   occupation: [Getter/Setter] }

 

EcmaScript 3

One of the benefits of programming in ES 3, is that we have to do more work ourselves, thus we learn how some of the lower level language constructs actually work rather than just playing with syntactic sugar. Syntactic sugar is generally great for productivity, but I still think there is danger of running into problems when you don’t really understand what’s happening under the covers.

So lets check out what really goes on with….

Prototypal Inheritance

What is a Prototype?

All objects have a prototype, but not all objects reveal their prototype directly by a property called prototype. All prototypes are objects.

So, if all objects have a prototype and all prototypes are objects, we have an inheritance chain right? That’s right. See the debug image below.

All properties that you may want to add to an objects prototype are shared through inheritance by all objects sharing the prototype.

So, if all objects have a prototype, where is it stored? All objects in JavaScript have an internal property called [[Prototype]]. You won’t see this internal property. All prototypes are stored in this internal property. How this internal property is accessed is dependant on whether it’s object is an object (object literal or object returned from a constructor) or a function. I discuss how this works below. When you dereference an object in order to find a property, the engine will first look on the current object, then the prototype of the current object, then the prototype of the prototype object and so on up the prototype chain. It’s a good idea to try and keep your inheritance hierarchies as shallow as possible for performance reasons.

Prototypes in Functions

Every function object is created with a prototype property, whether it’s a constructor or not. The prototype property has a value which is a constructor property which has a value that’s actually the function. See the below example to help clear it up. ES3 and ES5 spec 13.2 say pretty much the same thing.

var MyConstructor = function () {};
console.log(MyConstructor.prototype.constructor === MyConstructor); // true

and to help with visualising, see the below example and debug. myObj and myObjLiteral are for the two code examples below the debug image.

var MyConstructor = function () {};
var myObj = new MyConstructor();
var myObjLiteral = {};

Accessing JavaScript Prototypes

 

Up above in the composition example on line 40 and 41, you can see how we access the prototype of the constructor. We can also access the prototype of the object returned from the constructor like this:

var MyConstructor = function () {};
var myObj = new MyConstructor();
console.log(myObj.constructor.prototype === MyConstructor.prototype); // true

We can also do similar with an object literal. See below.

Prototypes in Objects that are Not Functions

Every object that is not a function is not created with a prototype property (All objects do have the hidden internal [[Prototype]] property though). Now sometimes you’ll see Object.prototype talked about. Even MDN make the matter a little confusing IMHO. In this case, the Object is the Object constructor function and as discussed above, all functions have the prototype property.

When we create object literals, the object we get is the same as if we ran the expression new Object(); (see ES3 and ES5 11.1.5)
So although we can access the prototype property of functions (that may or not be constructors), there is no such exposed prototype property directly on objects returned by constructors or on object literals.
There is however conveniently a constructor property directly on all objects returned by constructors and on object literals (as you can think of their construction procedure producing the same result). This looks similar to the above debug image:

var myObjLiteral = {};
            // ES3 ->                              // ES5 ->
console.log(myObjLiteral.constructor.prototype === Object.getPrototypeOf(myObjLiteral)); // true

I’ve purposely avoided discussing the likes of __proto__ as it’s not defined in EcmaScript and there’s no valid reason to use something that’s not standard.

Polyfilling to ES5

Now to get a couple of terms used in web development well defined before we start talking about them:

  • A shim is a library that brings a new API to an environment that doesn’t support it by using only what the older environment supports to support the new API.
  • A polyfill is some code in the form of a function, module, plugin, etc that provides the functionality of a later environment (ES5 for example) if it doesn’t exist for an older environment (ES3 for example). The polyfill often acts as a fallback. The programmer writes code targeting the newer environment as though the older environment doesn’t exist, but when the code is pulled into the older environment the polyfill kicks into action as the new language feature isn’t yet implemented natively.

If you’re supporting older browsers that don’t have full support for ES5, you can still use the ES5 additions so long as you provide ES5 polyfills. es5-shim is a good choice for this. Checkout the html5please ECMAScript 5 section for a little more detail. Also checkout Kangax’s ECMAScript 5 compatibility table to see which browsers currently support which ES5 language features. A good approach and one I like to take is to use a custom build of a library such as Lo-Dash to provide a layer of abstraction so I don’t need to care whether it’ll be in an ES5 or ES3 environment. Then for anything that the abstraction library doesn’t provide I’ll use a customised polyfill library such as es5-shim to fall back on. I prefer to use Lo-Dash over Underscore too, as I think Lo-Dash is starting to leave Underscore behind in terms of performance and features. I also like to use the likes of yepnope.js to conditionally load my polyfills based on whether they’re actually needed in the users browser. As there’s no point in loading them if we have browser support now is there?

Polyfilling Object.create as discussed above, to ES5

You could use something like the following that doesn’t accommodate an object of property descriptors. Or just go with the following next two choices which is what I do:

  1. Use an abstraction like the lodash create method which takes an optional second argument object of properties and treats them the same way
  2. Use a polyfill like this one.
if (typeof Object.create !== 'function') {
   (function () {
      var F = function () {};
      Object.create = function (proto) {
         if (arguments.length > 1) {
            throw Error('Second argument not supported');
         }
         if (proto === null) {
            throw Error('Cannot set a null [[Prototype]]');
         }
         if (typeof proto !== 'object') {
            throw TypeError('Argument must be an object');
         }
         F.prototype = proto;
         return new F();
      };
   })();
};

Polyfilling Object.getPrototypeOf as discussed above, to ES5

  1. Use an abstraction like the lodash isPlainObject method (source here), or…
  2. Use a polyfill like this one. Just keep in mind the gotcha.

 

EcmaScript 6

I got a bit excited when I saw an earlier proposed prototype-for (also seen with the name prototype-of) operator: <| . Additional example here. This would have provided a terse syntax for providing an object literal with an object to use as its prototype. It looks like it must have lost traction though as it was removed in the June 15, 2012 Draft.

There are a few extra methods in ES6 that deal with prototypes, but on trawling the EcmaScript 6 draft spec, nothing at this stage that really stands out as revolutionising the way I write JavaScript or being a mental effort/time saver for me. Of course I may have missed something. I’d like to hear from anyone that has seen something interesting to the contrary?

Yes we’re getting class‘s in ES6, but they are just an abstraction giving us a terse and declarative mechanism for doing what we already do with functions that we use as constructors, prototypes and the objects (or instances if you will) that are returned from our functions that we’ve chosen to act as constructors.

Architectural Ideas that Prototypes Help With

This is a common example that I often use for domain objects that are fairly hot that use one set of accessor properties added to the business objects prototype, as you can see on line 13 of my Hobbit module (Hobbit.js) below.

First a quick look at the tests/spec to drive the development. This is being run using mocha with the help of a Makefile in the root directory of my module under test.

  • Makefile
# The relevant section.
unit-test:
	@NODE_ENV=test ./node_modules/.bin/mocha \
		test/unit/*test.js test/unit/**/*test.js
  • Hobbit-test.js
var requireFrom = require('requirefrom');
var assert = require('assert');
var should = require('should');
var shire = requireFrom('shire/');

// Hardcode $NODE_ENV=test for debugging.
process.env.NODE_ENV='test';

describe('shire/Hobbit business object unit suite', function () {
   it('Should be able to instantiate a shire/Hobbit business object.', function (done) {
      // Uncomment below lines if you want to debug.
      //this.timeout(444000);
      //setTimeout(done, 444000);

      var Hobbit = shire('Hobbit');
      var hobbit = new Hobbit();

      // Properties should be declared but not initialised.
      // No good checking for undefined alone, as that would be true whether it was declared or not.

      hobbit.should.have.property('id');
      (hobbit.id === undefined).should.be.true;
      hobbit.should.have.property('typeOfPerson');
      (hobbit.typeOfPerson === undefined).should.be.true;
      hobbit.should.have.property('greeting');
      (hobbit.greeting === undefined).should.be.true;
      hobbit.should.have.property('occupation');
      (hobbit.occupation === undefined).should.be.true;
      hobbit.should.have.property('emailFrom');
      (hobbit.emailFrom === undefined).should.be.true;
      hobbit.should.have.property('name');
      (hobbit.name === undefined).should.be.true;      

      done();
   });

   it('Should be able to set and get all properties of a shire/Hobbit business object.', function (done){
      // Uncomment below lines if you want to debug.
      this.timeout(444000);
      setTimeout(done, 444000);

      // Arrange
      var Hobbit = shire('Hobbit');
      var hobbit = new Hobbit();      

      // Act
      hobbit.id = '32f4d01e-74dc-45e8-b3a8-9aa24840bc6a';
      hobbit.typeOfPerson = 'short and hairy';
      hobbit.greeting = {
         intro: 'Hi, I\'m a ',
         outro: ' type of person.'};
      hobbit.occupation = 'mushroom hunter';
      hobbit.emailFrom = 'Bilbo.Baggins@theshire.arn';
      hobbit.name = 'Bilbo Baggins';

      // Assert
      hobbit.id.should.equal('32f4d01e-74dc-45e8-b3a8-9aa24840bc6a');
      hobbit.typeOfPerson.should.equal('short and hairy');
      hobbit.greeting.should.equal('Hi, I\'m a short and hairy type of person.');
      hobbit.occupation.should.equal('mushroom hunter');
      hobbit.emailFrom.should.equal('Bilbo.Baggins@theshire.arn');
      hobbit.name.should.eql('Bilbo Baggins');

      done();
   });
});
  • Now the business object itself Hobbit.js

    Now what’s happening here is that on instance creation of new Hobbit, the empty members object you see created on line 9 is the only instance data. All of the Hobbit‘s accessor properties are defined once per export of the Hobbit module which is assigned the constructor function object. So what we store on each instance are the values assigned in the Hobbit-test.js from lines 47 through 54. That’s just the strings. So very little space is used for each instance of the Hobbit function returned by invoking the Hobbit constructor that the Hobbit module exports.
// Could achieve a cleaner syntax with Object.create, but constructor functions are a little faster.
// As this will be hot code, it makes sense to favour performance in this case.
// Of course profiling may say it's not worth it, in which case this could be rewritten.
var Hobbit = (function () {
   function Hobbit (/*Optionally Construct with DTO and serializer*/) {
      // Todo: Implement pattern for enforcing new.
      Object.defineProperty (this, 'members', {
         value: {}
      });
   }

   (function definePublicAccessors (){
      Object.defineProperties(Hobbit.prototype, {
         id: {
            get: function () {return this.members.id;},
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.id = newValue;
            },
            configurable: false, enumerable: true
         },
         typeOfPerson: {
            get: function () {return this.members.typeOfPerson;},
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.typeOfPerson = newValue;
            },
            configurable: false, enumerable: true
         },
         greeting: {
            get: function () {
               return this.members.greeting === undefined ?
                  undefined :
               this.members.greeting.intro +
                  this.typeOfPerson +
                  this.members.greeting.outro;
            },
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.greeting = newValue;
            },
            configurable: false, enumerable: true
         },
         occupation: {
            get: function () {return this.members.occupation;},
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.occupation = newValue;
            },
            configurable: false, enumerable: true
         },
         emailFrom: {
            get: function () {return this.members.emailFrom;},
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.emailFrom = newValue;
            },
            configurable: false, enumerable: true
         },
         name: {
            get: function () {return this.members.name;},
            set: function (newValue) {
               // Todo: Validation goes here.
               this.members.name = newValue;
            },
            configurable: false, enumerable: true
         }
      });

   })();
   return Hobbit;
})();

// JSON.parse provides a hydrated hobbit from the DTO.
//    So you would call this to populate this DO from a DTO
// JSON.stringify provides the DTO from a hydrated hobbit

module.exports = Hobbit;
  • Now running the test
lets test

 

Flyweights using Prototypes

A couple of interesting examples of the Flyweight pattern implemented in JavaScript are by the GoF and Addy Osmani.

The GoF’s implementation of the FlyweightFactory makes extensive use of closure to store its flyweights and uses aggregation in order to create it’s ConcreteFlyweight from the Flyweight. It doesn’t use prototypes.

Addy Osmani has a free book “JavaScript Design Patterns” containing an example of the Flyweight pattern, which IMO is considerably simpler and more elegant. In saying that, the GoF want you to buy their product, so maybe they do a better job when you give them money. In this example closure is also used extensively, but it’s a good example of how to leverage prototypes to share your less specific behaviour.

Mixins using Prototypes

Again if you check out the last example of Mixins in Addy Osmani’s book, there is quite an elegant example.

We can even do multiple inheritance using mixins, by adding which ever properties we want from what ever objects we want to the target objects prototype.

This is a similar concept to the post I wrote on Monkey Patching.

Mixins support the Open/Closed principle, where objects should be able to have their behaviour modified without their source code being altered.

Keep in mind though, that you shouldn’t just expect all consumers to know you’ve added additional behaviour. So think this through before using.

Factory functions using Prototypes

Again a decent example of the Factory function pattern is implemented in the “JavaScript Design Patterns” book here.

There are many other areas you can get benefits from using prototypes in your code.

Prototypal Inheritance: Not Right for Every Job

Prototypes give us the power to share only the secrets of others that need to be shared. We have fine grained control. If you’re thinking of using inheritance be it classical or prototypal, ask yourself “Is the class/object I’m wanting to provide a parent for truly a more specific version of the proposed parent?”. This is the idea behind the Liskov Substitution Principle (LSP) and Design by Contract (DbC) which I posted on here. Don’t just inherit because it’s convenient In my “javascript object creation patterns” post I also discussed inheritance.

The general consensus is that composition should be favoured over inheritance. If it makes sense to compose once you’ve considered all options, then go for it, if not, look at inheritance. Why should composition be favoured over inheritance? Because when you compose your object from another contract of an object, your sub object (the object doing the composing) doesn’t inherit anything or need to know anything about the composed objects secrets. The object being composed has complete freedom as to how it minds it’s own business, so long as it provides a consistent contract for consumers. This gives us the much loved polymorphism we crave without the crazy tight coupling of classical inheritance (inherit everything, even your fathers drinking problem :-s).

I’m pretty much in agreement with this when we’re talking about classical inheritance. When it comes to prototypal inheritance, we have a lot more flexibility and control around how we use the object that we’re deriving from and exactly what we inherit from it. So we don’t suffer the same “all or nothing” buy in and tight coupling as we do with classical inheritance. We get to pick just the good parts from an object that we decide we want as our parent. The other thing to consider is the memory savings of inheriting from a prototype rather than achieving your polymorphic behaviour by way of composition, which has us creating the composed object each time we want another specific object.

So in JavaScript, we really are spoilt for choice when it comes to how we go about getting our fix of polymorphism.

When surveys are carried out on..

Why Software Projects Fail

the following are the most common causes:

  • Ambiguous Requirements
  • Poor Stakeholder Involvement
  • Unrealistic Expectations
  • Poor Management
  • Poor Staffing (not enough of the right skills)
  • Poor Teamwork
  • Forever Changing Requirements
  • Poor Leadership
  • Cultural & Ethical Misalignment
  • Inadequate Communication

You’ll notice that technical reasons are very low on the list of why projects fail. You can see the same point mentioned by many of our software greats, but when a project does fail due to technical reasons, it’s usually because the complexity got out of hand. So as developers when focusing on the art of creating good code, our primary concern should be to reduce complexity, thus enhance the ability to maintain the code going forward.

I think one of Edsger W. Dijkstra’s phrases sums it up nicely. “Simplicity is prerequisite for reliability”.

Stratification is a design principle that focuses on keeping the different layers in code autonomous, I.E. you should be able to work in one layer without having to go up or down adjacent layers in order to fully understand the current layer you’re working in. Its internals should be able to move independently of the adjacent layers without effecting them or being concerned that a change in it’s own implementation will affect other layers. Modules are an excellent design pattern used heavily to build medium to large JavaScript applications.

With composition, if your composing with contracts, this is exactly what you get.

References and interesting reads

 

Exploring JavaScript Closures

May 31, 2014

Just before we get started, we’ll be using the terms lexical scope and dynamic scope a bit. In computer science the term lexical scope is synonymous with static scope.

  • lexical or static scope is where name resolution of “part of a program” depends on the location in the source code
  • dynamic scope is whether name resolution depends on the program state (dependent on execution context or calling context) when the name is encountered.

What are Closures?

Now establishing the formal definition has been quite an interesting journey, with quite a few sources not quite getting it right. Although the ES3 spec talks about closure, there is no formal definition of what it actually is. The ES5 spec on the other hand does discuss what closure is in two distinct locations.

  1. “11.1.5 Object Initialiser” section under the section that talks about accessor properties This is the relevant text: (In relation to getters): “Let closure be the result of creating a new Function object as specified in 13.2 with an empty parameter list (that’s getter specific) and body specified by FunctionBody. Pass in the LexicalEnvironment of the running execution context as the Scope.
  2. “13 Function Definition” section This is the relevant text: “Let closure be the result of creating a new Function object as specified in 13.2 with parameters specified by FormalParameterList (which are optional) and body specified by FunctionBody. Pass in funcEnv as the Scope.

Now what are the differences here that stand out?

  1. We see that 1 specifies a function object with no parameters, and 2 specifies some parameters (optional). So from this we can establish that it’s irrelevant whether arguments are passed or not to create closure.
  2. 1 also mentions passing in the LexicalEnvironment, where as 2 passes in funcEnv. funcEnv is the result of “calling NewDeclarativeEnvironment passing the running execution context‘s LexicalEnvironment as the argument“. So basically there is no difference.

Now 13.2 just specifies how functions are created. Given an optional parameter list, a body, a LexicalEnvironment specified by Scope, and a Boolean flag (for strict mode (ignore this for the purposes of establishing a formal definition)). Now the Scope mentioned above is the lexical environment of the running execution context (discussed here in depth) at creation time. The Scope is actually [[Scope]] (an internal property).

The ES6 spec draft runs along the same vein.

Lets get abstract

Every problem in computer science is just a more specific problem of a problem we’re familiar with in the natural world. So often it helps to find the abstract problem that we are already familiar with in order to help us understand the more specific problem we are dealing with. Patterns are an example of this. Before I was programming as a profession I was a carpenter. I find just about every problem I deal with in programming I’ve already dealt with in physical carpentry and at a higher level still with physical architecture.

In search of the true formal definition I also looked outside of JavaScript at the language agnostic term, which should just be an abstraction of the JavaScript closure anyway. Yip… Wikipedias definition “In programming languages, a closure (also lexical closure or function closure) is a function or reference to a function together with a referencing environment—a table storing a reference to each of the non-local variables (also called free variables or upvalues) of that function. A closure—unlike a plain function pointer—allows a function to access those non-local variables even when invoked outside its immediate lexical scope.

My abstract formal definition

A closure is a function containing a reference to the lexical (static) environment via the function objects internal [[Scope]] property (ES5 spec 13.2.9) that it is defined within at creation time, not call time (ES5 spec 13.2.1). The closure is closed over it’s parent lexical environment and all of it’s properties. You can access these properties as variables, but not as properties, because you don’t have access to the internal [[Scope]] property directly in order to reference it’s properties. So this example fails. More correctly (ES5 spec 8.6.2) “Of the standard built-in ECMAScript objects, only Function objects implement [[Scope]].

var outerObjectLiteral = {

   x: 10,

   foo: function () {
      console.log(x); // ReferenceError: x is not defined obviously
   },
   invokeMe: function (funArg) {
      var x = 20;
      funArg();
   }
};

outerObjectLiteral.invokeMe(outerObjectLiteral.foo);

See here for an explanation on the differences between properties and variables. That’s basically it. Of course there are many ways we can use a closure and that’s often where confusion creeps in about what a closure actually is and is not. Feel free to bring your perspective on this in the comments section below.

When is a closure born?

So lets get this closure closing over something. JavaScript addresses the funarg problem with closure.

var x = 10;

var outerObjectLiteral = {   

   foo: function () {
      // Because our internal [[Scope]] property now has a property (more specifically a free variable) x, we can access it directly.
      console.log(x); // Writes 10 to the console.
   },
   invokeMe: function (funArg) {
      var x = 20;
      funArg();
   }
};

outerObjectLiteral.invokeMe(outerObjectLiteral.foo);

The closure is created on line 13. Now at line 9 we have access to the closed over lexical environment. When we print x on line 7, we get 10 which is the value of x on [[Scope]] that our closure was statically bound to at function object creation time (not the dynamically scoped x = 20). Now of course you can change the value of the free variable x and it’ll be reflected where ever you use the closed over variable because the closure was bound to the free variable x, not the value of the free variable x.

This is what you’ll see in Chrome Dev Tools when execution is on line 10. Bear in mind though that both foo and invokeMe closures were created at line 13.

Closure

Now I’m going to attempt to explain what the structure looks like in a simplified form with a simple hash. I don’t know how it’s actually implemented in the varius EcmaScript implementations, but I do know what the specification (single source of truth) tells us, it should look something like the following:

////////////////
// pseudocode //
////////////////
foo = closure {
   FormalParameterList: {}, // Optional
   FunctionBody: <...>,
   Environment: { // ES5 10.5 VariableEnvironment's Environment record. This is actually the internal [[Scope]] property (set to the outer lexical environment).
      x: 10
   }
}

The closure is born when the function is created (“the result of creating a new Function object” as stated above). Not when it’s returned by the outer function (I.E. upwards funarg problem) and not when it’s invoked as Angus Croll mentioned here under the “The [[Scope]] property” section.

Angus quotes the ES5 spec 10.4.3.5-7. On studying this section I’m pretty sure it is meant for the context of actually creating the function object rather than invoking an existing function object. The clauses I’ve detailed above (11.1.5 Object Initialiser and 13 Function Definition), confirm this.

The ES6 spec draft “14.1.22 Runtime Semantics: Evaluation” also confirms this theory. Although it’s titled Runtime Semantics, it has several points that confirm my theory… The so called runtime semantics are the runtime semantics of function object creation rather than function object invocation. As some of the steps specified are FunctionCreate, MakeMethod and MakeConstructor (not FunctionInvoke, InvokeMethod or InvokeConstructor). The ES6 spec draft “14.2.17 Runtime Semantics: Evaluation” and also 14.3.8 are similar.

Why do we care about Closure?

Without closures, we wouldn’t have the concept of modules which I’ve discussed in depth here.

Modules are used very heavily in JavaScript both client and server side (think NPM), and for good reason. Until ES6 there is no baked in module system. In ES6 modules become part of the language. The entire Node.js ecosystem exists to install modules via the CommonJS initiative. Modules on the client side most often use the Asynchronous Module Definition (AMD) implementation RequireJS to load modules, but can also use the likes of CommonJS via Browserify, which allows us to load node.js packages in the browser.

As of writing this, the TC39 committee have looked at both the AMD and CommonJS approaches and come up with something completely different for the ES6 module draft spec. Modules provide another mechanism for not allowing secrets to leak into the global object.

Modules are not new. David Parnas wrote a paper titled “On the Criteria To Be Used in Decomposing Systems into Modules” in 1972. This explores the idea of secrets. Design and implementation decisions that should be hidden from the rest of the programme.

Here is an example of the Module pattern that includes both private and public methods. my.moduleMethod has access to private variables outside of it’s VariableEnvironment (the current scope) via the Environment record which references the outer LexicalEnvironment via it’s internal [[Scope]] property.

Information hiding: state and implementation. In JavaScript we don’t have access modifiers, but we don’t need them either. We can hide our secrets with various patterns. Closure is a key concept for many of these patterns. Closure is a key building block for helping us to programme against contract rather than implementation, helping us to form consistent abstractions, giving us the ability to engage with a concept while safely ignoring some of its details. Thus hiding unnecessary complexity from consumers.

I think Steve McConnell explains this very well in his classic “Code Complete” book. Steve uses the house abstraction as his metaphor. “People use abstraction continuously. If you had to deal with individual wood fibers, varnish molecules, and steel molecules every time you used your front door, you’d hardly make it in or out of your house each day. Abstraction is a big part of how we deal with complexity in the real world. Software developers sometimes build systems at the wood-fiber, varnish-molecule, and steel-molecule level. This makes the systems overly complex and intellectually hard to manage. When programmers fail to provide larger programming abstractions, the system itself sometimes fails to make it through the front door. Good programmers create abstractions at the routine-interface level, class-interface level, and package-interface level-in other words, the doorknob level, door level, and house level-and that supports faster and safer programming.

Encapsulation: you can not look at the details (the internal implementation, the secrets).

Partial function application and Currying: I have a set of posts on this topic. Closure is an integral building block of these constructs. Part 1, Part 2 and Part 3.

Functional JavaScript relies heavily on closure.

Are there any Costs or Gotchas of using Closures?

Of course. You didn’t think you’d get all this expressive power without having to think about how you’re going to use it did you? As we’ve discussed, closures were created to address the funarg problem. In doing that, the closure references the lexical (static) scope of the outer scope. So even once the free variables are out of scope, closure will still reference them if they were saved at function creation time. They can not be garbage collected until the function that references (is closed over) the outer scope has fallen out of scope. I.E. the reference count is 0.

var x = 10;
var noOneLikesMe = 20;
var globalyAccessiblePrivilegedFunction;

function globalyScopedFunction(z) {

  var noOneLikesMeInner = 40;

  function privilegedFunction() {
    return x + z;
  }

  return privilegedFunction;

}

// This is where privilegedFunction is created.
globalyAccessiblePrivilegedFunction = globalyScopedFunction(30);

// This is where privilegedFunction is applied.
globalyAccessiblePrivilegedFunction();

Now only the free variables that are needed are saved at function creation time. We see that when execution arrives at line 7, the currently scoped closure has the x free variable saved to it, but not z, noOneLikesMe, or noOneLikesMeInner.

noOneLikesMe

When we enter innerFunction on line 10, we see the hidden [[Scope]] property has both the outer scope and the global scope saved to it.

TwoClosures

Say for example execution has passed the above code snippet. If the closed over variables can still be referenced by calling globalyAccessiblePrivilegedFunction again, then they can not be garbage collected. This is a frequently abused problem with the upwards funarg problem. If you’ve got hot code that is creating many functions, make sure the functions that are closed over free variables are dropped out of scope as soon as you no longer have a need for them. This way garbage collection can deallocate the memory used by the free variables.

Looking at how the specification would look simplified, we can see that each Environment record inherits what it knows it’s going to need from the Environment record of its lexical parent. This chaining inheritance goes all the way up the lexical hierarchy to the global function object as seen below. In this case the family tree is quite short. Remember this structure is formed at function creation time, not invocation time. the free variables (not their values) are statically baked.

////////////////
// pseudocode //
////////////////
globalyScopedFunction = closure {
   FormalParameterList: { // Optional
      z: 30 // Values updated at invocation time.
   },
   FunctionBody: {
      var noOneLikesMeInner = 40;

      function privilegedFunction() {
         return x + z;
      }

      return privilegedFunction;
   },
   Environment: { // ES5 10.5 VariableEnvironment's Environment record. This is actually the internal [[Scope]] property (set to the outer lexical environment).
      x: 10 // Free variable saved because we know it's going to be used in privilegedFunction.
   },
   privilegedFunction: = closure {
      FormalParameterList: {}, // Optional
      FunctionBody: {
         return x + z;
      },
      Environment: { // ES5 10.5 VariableEnvironment's Environment record. This is actually the internal [[Scope]] property (set to the outer lexical environment).
         x: 10 // Free variable inherited from the outer Environment.
         z: 30 // Formal parameter saved from outer lexical environment.
      }
   }
}

Scope

I discuss closure here very briefly and how it can be used to create block scoped variables prior to block scoping with the let keyword in ES6, supposed to be officially approved by December 2014. I discuss scoping here in a little more depth.

Closure misunderstandings

Closures are created when a function is returned

A closure is formed when one of those inner functions is made accessible outside of the function in which it was contained” found here is simply incorrect. There are also a lot of other misconceptions found at that link. I’d advise to read with a bag of salt.

Now we’ve already addressed this one above, but here is an example that confirms that the closure is in fact created at function creation time, not when the inner function is returned. Yes, it does what it looks like it does. Fiddle with it?

(function () {

   var lexicallyScopedFunction = function () {
      console.log('We\'re in the lexicalyScopedFunction');
   };

   (function innerClosure() {
      lexicallyScopedFunction();
   }());

}());

On line 8, we get to see the closure that was created from the execution of line 11.

lexicallyScopedFunction

Closures can create memory leaks

Yes they can, but not if you let the closure go out of scope. Discussed above.

Values of free variables are baked into the Closure

Also untrue. Now I’ve put in-line comments to explain what’s happening here. Fiddle with the below example?

var numberOfFunctionsRequired = 3;
var getLoopPrinter = function () {
   var loopCountingFunctions = new Array(numberOfFunctionsRequired);
   for (var i = 0; i < numberOfFunctionsRequired; i++) {
      loopCountingFunctions[i] = (function printLoopCount() {
         // What you see here is that each time this code is run, it prints the last value of the loop counter i.
         // Clearly showing that for each new printLoopCount function created and saved to the loopCountingFunctions array,
         // the variable i is saved to the Environment record, not the value of the variable i.
         console.log(i);
      });
   }
   return loopCountingFunctions;
};

var runLoopPrinter = getLoopPrinter();
runLoopPrinter[0](); // 3
runLoopPrinter[1](); // 3
runLoopPrinter[2](); // 3

An aside… getLoopPrinter is a global function. Once execution is on line 3 you get to see that global functions also have closure… supporting my comments above

global functions have closure too

Now in the above example, this is probably not what you want to happen, so how do we give each printLoopCount function it’s on value? Well by creating a parameter for each iteration of the loop, each with the new value. Fiddle with the below example?

var numberOfFunctionsRequired = 3;
var getLoopPrinter = function () {
   var loopCountingFunctions = new Array(numberOfFunctionsRequired);
   for (var i = 0; i < numberOfFunctionsRequired; i++) {
      (function (i) {
         // Now what happens here is each time the above loop runs this code,
         // inside this scope (the scope of this comment) i is a new formal parameter which of course
         // gets statically saved to each printLoopCount functions Environment record (or more simply each closure of printLoopCount).
         loopCountingFunctions[i] = (function printLoopCount() {
            console.log(i);
         });
      })(i)
   }
   return loopCountingFunctions;
};

var runLoopPrinter = getLoopPrinter();
runLoopPrinter[0](); // 0
runLoopPrinter[1](); // 1
runLoopPrinter[2](); // 2

As always, let me know your thoughts on this post, any thing you think I may have the wrong handle on, or anything that otherwise stood out.

References and interesting reads