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   1# Async.js
   2
   3[![Build Status via Travis CI](https://travis-ci.org/caolan/async.svg?branch=master)](https://travis-ci.org/caolan/async)
   4
   5
   6Async is a utility module which provides straight-forward, powerful functions
   7for working with asynchronous JavaScript. Although originally designed for
   8use with [Node.js](http://nodejs.org), it can also be used directly in the
   9browser. Also supports [component](https://github.com/component/component).
  10
  11Async provides around 20 functions that include the usual 'functional'
  12suspects (`map`, `reduce`, `filter`, `each`…) as well as some common patterns
  13for asynchronous control flow (`parallel`, `series`, `waterfall`…). All these
  14functions assume you follow the Node.js convention of providing a single
  15callback as the last argument of your `async` function.
  16
  17
  18## Quick Examples
  19
  20```javascript
  21async.map(['file1','file2','file3'], fs.stat, function(err, results){
  22    // results is now an array of stats for each file
  23});
  24
  25async.filter(['file1','file2','file3'], fs.exists, function(results){
  26    // results now equals an array of the existing files
  27});
  28
  29async.parallel([
  30    function(){ ... },
  31    function(){ ... }
  32], callback);
  33
  34async.series([
  35    function(){ ... },
  36    function(){ ... }
  37]);
  38```
  39
  40There are many more functions available so take a look at the docs below for a
  41full list. This module aims to be comprehensive, so if you feel anything is
  42missing please create a GitHub issue for it.
  43
  44## Common Pitfalls
  45
  46### Binding a context to an iterator
  47
  48This section is really about `bind`, not about `async`. If you are wondering how to
  49make `async` execute your iterators in a given context, or are confused as to why
  50a method of another library isn't working as an iterator, study this example:
  51
  52```js
  53// Here is a simple object with an (unnecessarily roundabout) squaring method
  54var AsyncSquaringLibrary = {
  55  squareExponent: 2,
  56  square: function(number, callback){ 
  57    var result = Math.pow(number, this.squareExponent);
  58    setTimeout(function(){
  59      callback(null, result);
  60    }, 200);
  61  }
  62};
  63
  64async.map([1, 2, 3], AsyncSquaringLibrary.square, function(err, result){
  65  // result is [NaN, NaN, NaN]
  66  // This fails because the `this.squareExponent` expression in the square
  67  // function is not evaluated in the context of AsyncSquaringLibrary, and is
  68  // therefore undefined.
  69});
  70
  71async.map([1, 2, 3], AsyncSquaringLibrary.square.bind(AsyncSquaringLibrary), function(err, result){
  72  // result is [1, 4, 9]
  73  // With the help of bind we can attach a context to the iterator before
  74  // passing it to async. Now the square function will be executed in its 
  75  // 'home' AsyncSquaringLibrary context and the value of `this.squareExponent`
  76  // will be as expected.
  77});
  78```
  79
  80## Download
  81
  82The source is available for download from
  83[GitHub](http://github.com/caolan/async).
  84Alternatively, you can install using Node Package Manager (`npm`):
  85
  86    npm install async
  87
  88__Development:__ [async.js](https://github.com/caolan/async/raw/master/lib/async.js) - 29.6kb Uncompressed
  89
  90## In the Browser
  91
  92So far it's been tested in IE6, IE7, IE8, FF3.6 and Chrome 5. 
  93
  94Usage:
  95
  96```html
  97<script type="text/javascript" src="async.js"></script>
  98<script type="text/javascript">
  99
 100    async.map(data, asyncProcess, function(err, results){
 101        alert(results);
 102    });
 103
 104</script>
 105```
 106
 107## Documentation
 108
 109### Collections
 110
 111* [`each`](#each)
 112* [`eachSeries`](#eachSeries)
 113* [`eachLimit`](#eachLimit)
 114* [`map`](#map)
 115* [`mapSeries`](#mapSeries)
 116* [`mapLimit`](#mapLimit)
 117* [`filter`](#filter)
 118* [`filterSeries`](#filterSeries)
 119* [`reject`](#reject)
 120* [`rejectSeries`](#rejectSeries)
 121* [`reduce`](#reduce)
 122* [`reduceRight`](#reduceRight)
 123* [`detect`](#detect)
 124* [`detectSeries`](#detectSeries)
 125* [`sortBy`](#sortBy)
 126* [`some`](#some)
 127* [`every`](#every)
 128* [`concat`](#concat)
 129* [`concatSeries`](#concatSeries)
 130
 131### Control Flow
 132
 133* [`series`](#seriestasks-callback)
 134* [`parallel`](#parallel)
 135* [`parallelLimit`](#parallellimittasks-limit-callback)
 136* [`whilst`](#whilst)
 137* [`doWhilst`](#doWhilst)
 138* [`until`](#until)
 139* [`doUntil`](#doUntil)
 140* [`forever`](#forever)
 141* [`waterfall`](#waterfall)
 142* [`compose`](#compose)
 143* [`seq`](#seq)
 144* [`applyEach`](#applyEach)
 145* [`applyEachSeries`](#applyEachSeries)
 146* [`queue`](#queue)
 147* [`priorityQueue`](#priorityQueue)
 148* [`cargo`](#cargo)
 149* [`auto`](#auto)
 150* [`retry`](#retry)
 151* [`iterator`](#iterator)
 152* [`apply`](#apply)
 153* [`nextTick`](#nextTick)
 154* [`times`](#times)
 155* [`timesSeries`](#timesSeries)
 156
 157### Utils
 158
 159* [`memoize`](#memoize)
 160* [`unmemoize`](#unmemoize)
 161* [`log`](#log)
 162* [`dir`](#dir)
 163* [`noConflict`](#noConflict)
 164
 165
 166## Collections
 167
 168<a name="forEach" />
 169<a name="each" />
 170### each(arr, iterator, callback)
 171
 172Applies the function `iterator` to each item in `arr`, in parallel.
 173The `iterator` is called with an item from the list, and a callback for when it
 174has finished. If the `iterator` passes an error to its `callback`, the main
 175`callback` (for the `each` function) is immediately called with the error.
 176
 177Note, that since this function applies `iterator` to each item in parallel,
 178there is no guarantee that the iterator functions will complete in order.
 179
 180__Arguments__
 181
 182* `arr` - An array to iterate over.
 183* `iterator(item, callback)` - A function to apply to each item in `arr`.
 184  The iterator is passed a `callback(err)` which must be called once it has 
 185  completed. If no error has occured, the `callback` should be run without 
 186  arguments or with an explicit `null` argument.
 187* `callback(err)` - A callback which is called when all `iterator` functions
 188  have finished, or an error occurs.
 189
 190__Examples__
 191
 192
 193```js
 194// assuming openFiles is an array of file names and saveFile is a function
 195// to save the modified contents of that file:
 196
 197async.each(openFiles, saveFile, function(err){
 198    // if any of the saves produced an error, err would equal that error
 199});
 200```
 201
 202```js
 203// assuming openFiles is an array of file names 
 204
 205async.each(openFiles, function( file, callback) {
 206  
 207  // Perform operation on file here.
 208  console.log('Processing file ' + file);
 209  
 210  if( file.length > 32 ) {
 211    console.log('This file name is too long');
 212    callback('File name too long');
 213  } else {
 214    // Do work to process file here
 215    console.log('File processed');
 216    callback();
 217  }
 218}, function(err){
 219    // if any of the file processing produced an error, err would equal that error
 220    if( err ) {
 221      // One of the iterations produced an error.
 222      // All processing will now stop.
 223      console.log('A file failed to process');
 224    } else {
 225      console.log('All files have been processed successfully');
 226    }
 227});
 228```
 229
 230---------------------------------------
 231
 232<a name="forEachSeries" />
 233<a name="eachSeries" />
 234### eachSeries(arr, iterator, callback)
 235
 236The same as [`each`](#each), only `iterator` is applied to each item in `arr` in
 237series. The next `iterator` is only called once the current one has completed. 
 238This means the `iterator` functions will complete in order.
 239
 240
 241---------------------------------------
 242
 243<a name="forEachLimit" />
 244<a name="eachLimit" />
 245### eachLimit(arr, limit, iterator, callback)
 246
 247The same as [`each`](#each), only no more than `limit` `iterator`s will be simultaneously 
 248running at any time.
 249
 250Note that the items in `arr` are not processed in batches, so there is no guarantee that 
 251the first `limit` `iterator` functions will complete before any others are started.
 252
 253__Arguments__
 254
 255* `arr` - An array to iterate over.
 256* `limit` - The maximum number of `iterator`s to run at any time.
 257* `iterator(item, callback)` - A function to apply to each item in `arr`.
 258  The iterator is passed a `callback(err)` which must be called once it has 
 259  completed. If no error has occured, the callback should be run without 
 260  arguments or with an explicit `null` argument.
 261* `callback(err)` - A callback which is called when all `iterator` functions
 262  have finished, or an error occurs.
 263
 264__Example__
 265
 266```js
 267// Assume documents is an array of JSON objects and requestApi is a
 268// function that interacts with a rate-limited REST api.
 269
 270async.eachLimit(documents, 20, requestApi, function(err){
 271    // if any of the saves produced an error, err would equal that error
 272});
 273```
 274
 275---------------------------------------
 276
 277<a name="map" />
 278### map(arr, iterator, callback)
 279
 280Produces a new array of values by mapping each value in `arr` through
 281the `iterator` function. The `iterator` is called with an item from `arr` and a
 282callback for when it has finished processing. Each of these callback takes 2 arguments: 
 283an `error`, and the transformed item from `arr`. If `iterator` passes an error to this 
 284callback, the main `callback` (for the `map` function) is immediately called with the error.
 285
 286Note, that since this function applies the `iterator` to each item in parallel,
 287there is no guarantee that the `iterator` functions will complete in order. 
 288However, the results array will be in the same order as the original `arr`.
 289
 290__Arguments__
 291
 292* `arr` - An array to iterate over.
 293* `iterator(item, callback)` - A function to apply to each item in `arr`.
 294  The iterator is passed a `callback(err, transformed)` which must be called once 
 295  it has completed with an error (which can be `null`) and a transformed item.
 296* `callback(err, results)` - A callback which is called when all `iterator`
 297  functions have finished, or an error occurs. Results is an array of the
 298  transformed items from the `arr`.
 299
 300__Example__
 301
 302```js
 303async.map(['file1','file2','file3'], fs.stat, function(err, results){
 304    // results is now an array of stats for each file
 305});
 306```
 307
 308---------------------------------------
 309
 310<a name="mapSeries" />
 311### mapSeries(arr, iterator, callback)
 312
 313The same as [`map`](#map), only the `iterator` is applied to each item in `arr` in
 314series. The next `iterator` is only called once the current one has completed. 
 315The results array will be in the same order as the original.
 316
 317
 318---------------------------------------
 319
 320<a name="mapLimit" />
 321### mapLimit(arr, limit, iterator, callback)
 322
 323The same as [`map`](#map), only no more than `limit` `iterator`s will be simultaneously 
 324running at any time.
 325
 326Note that the items are not processed in batches, so there is no guarantee that 
 327the first `limit` `iterator` functions will complete before any others are started.
 328
 329__Arguments__
 330
 331* `arr` - An array to iterate over.
 332* `limit` - The maximum number of `iterator`s to run at any time.
 333* `iterator(item, callback)` - A function to apply to each item in `arr`.
 334  The iterator is passed a `callback(err, transformed)` which must be called once 
 335  it has completed with an error (which can be `null`) and a transformed item.
 336* `callback(err, results)` - A callback which is called when all `iterator`
 337  calls have finished, or an error occurs. The result is an array of the
 338  transformed items from the original `arr`.
 339
 340__Example__
 341
 342```js
 343async.mapLimit(['file1','file2','file3'], 1, fs.stat, function(err, results){
 344    // results is now an array of stats for each file
 345});
 346```
 347
 348---------------------------------------
 349
 350<a name="select" />
 351<a name="filter" />
 352### filter(arr, iterator, callback)
 353
 354__Alias:__ `select`
 355
 356Returns a new array of all the values in `arr` which pass an async truth test.
 357_The callback for each `iterator` call only accepts a single argument of `true` or
 358`false`; it does not accept an error argument first!_ This is in-line with the
 359way node libraries work with truth tests like `fs.exists`. This operation is
 360performed in parallel, but the results array will be in the same order as the
 361original.
 362
 363__Arguments__
 364
 365* `arr` - An array to iterate over.
 366* `iterator(item, callback)` - A truth test to apply to each item in `arr`.
 367  The `iterator` is passed a `callback(truthValue)`, which must be called with a 
 368  boolean argument once it has completed.
 369* `callback(results)` - A callback which is called after all the `iterator`
 370  functions have finished.
 371
 372__Example__
 373
 374```js
 375async.filter(['file1','file2','file3'], fs.exists, function(results){
 376    // results now equals an array of the existing files
 377});
 378```
 379
 380---------------------------------------
 381
 382<a name="selectSeries" />
 383<a name="filterSeries" />
 384### filterSeries(arr, iterator, callback)
 385
 386__Alias:__ `selectSeries`
 387
 388The same as [`filter`](#filter) only the `iterator` is applied to each item in `arr` in
 389series. The next `iterator` is only called once the current one has completed. 
 390The results array will be in the same order as the original.
 391
 392---------------------------------------
 393
 394<a name="reject" />
 395### reject(arr, iterator, callback)
 396
 397The opposite of [`filter`](#filter). Removes values that pass an `async` truth test.
 398
 399---------------------------------------
 400
 401<a name="rejectSeries" />
 402### rejectSeries(arr, iterator, callback)
 403
 404The same as [`reject`](#reject), only the `iterator` is applied to each item in `arr`
 405in series.
 406
 407
 408---------------------------------------
 409
 410<a name="reduce" />
 411### reduce(arr, memo, iterator, callback)
 412
 413__Aliases:__ `inject`, `foldl`
 414
 415Reduces `arr` into a single value using an async `iterator` to return
 416each successive step. `memo` is the initial state of the reduction. 
 417This function only operates in series. 
 418
 419For performance reasons, it may make sense to split a call to this function into 
 420a parallel map, and then use the normal `Array.prototype.reduce` on the results. 
 421This function is for situations where each step in the reduction needs to be async; 
 422if you can get the data before reducing it, then it's probably a good idea to do so.
 423
 424__Arguments__
 425
 426* `arr` - An array to iterate over.
 427* `memo` - The initial state of the reduction.
 428* `iterator(memo, item, callback)` - A function applied to each item in the
 429  array to produce the next step in the reduction. The `iterator` is passed a
 430  `callback(err, reduction)` which accepts an optional error as its first 
 431  argument, and the state of the reduction as the second. If an error is 
 432  passed to the callback, the reduction is stopped and the main `callback` is 
 433  immediately called with the error.
 434* `callback(err, result)` - A callback which is called after all the `iterator`
 435  functions have finished. Result is the reduced value.
 436
 437__Example__
 438
 439```js
 440async.reduce([1,2,3], 0, function(memo, item, callback){
 441    // pointless async:
 442    process.nextTick(function(){
 443        callback(null, memo + item)
 444    });
 445}, function(err, result){
 446    // result is now equal to the last value of memo, which is 6
 447});
 448```
 449
 450---------------------------------------
 451
 452<a name="reduceRight" />
 453### reduceRight(arr, memo, iterator, callback)
 454
 455__Alias:__ `foldr`
 456
 457Same as [`reduce`](#reduce), only operates on `arr` in reverse order.
 458
 459
 460---------------------------------------
 461
 462<a name="detect" />
 463### detect(arr, iterator, callback)
 464
 465Returns the first value in `arr` that passes an async truth test. The
 466`iterator` is applied in parallel, meaning the first iterator to return `true` will
 467fire the detect `callback` with that result. That means the result might not be
 468the first item in the original `arr` (in terms of order) that passes the test.
 469
 470If order within the original `arr` is important, then look at [`detectSeries`](#detectSeries).
 471
 472__Arguments__
 473
 474* `arr` - An array to iterate over.
 475* `iterator(item, callback)` - A truth test to apply to each item in `arr`.
 476  The iterator is passed a `callback(truthValue)` which must be called with a 
 477  boolean argument once it has completed.
 478* `callback(result)` - A callback which is called as soon as any iterator returns
 479  `true`, or after all the `iterator` functions have finished. Result will be
 480  the first item in the array that passes the truth test (iterator) or the
 481  value `undefined` if none passed.
 482
 483__Example__
 484
 485```js
 486async.detect(['file1','file2','file3'], fs.exists, function(result){
 487    // result now equals the first file in the list that exists
 488});
 489```
 490
 491---------------------------------------
 492
 493<a name="detectSeries" />
 494### detectSeries(arr, iterator, callback)
 495
 496The same as [`detect`](#detect), only the `iterator` is applied to each item in `arr`
 497in series. This means the result is always the first in the original `arr` (in
 498terms of array order) that passes the truth test.
 499
 500
 501---------------------------------------
 502
 503<a name="sortBy" />
 504### sortBy(arr, iterator, callback)
 505
 506Sorts a list by the results of running each `arr` value through an async `iterator`.
 507
 508__Arguments__
 509
 510* `arr` - An array to iterate over.
 511* `iterator(item, callback)` - A function to apply to each item in `arr`.
 512  The iterator is passed a `callback(err, sortValue)` which must be called once it
 513  has completed with an error (which can be `null`) and a value to use as the sort
 514  criteria.
 515* `callback(err, results)` - A callback which is called after all the `iterator`
 516  functions have finished, or an error occurs. Results is the items from
 517  the original `arr` sorted by the values returned by the `iterator` calls.
 518
 519__Example__
 520
 521```js
 522async.sortBy(['file1','file2','file3'], function(file, callback){
 523    fs.stat(file, function(err, stats){
 524        callback(err, stats.mtime);
 525    });
 526}, function(err, results){
 527    // results is now the original array of files sorted by
 528    // modified date
 529});
 530```
 531
 532__Sort Order__
 533
 534By modifying the callback parameter the sorting order can be influenced:
 535
 536```js
 537//ascending order
 538async.sortBy([1,9,3,5], function(x, callback){
 539    callback(err, x);
 540}, function(err,result){
 541    //result callback
 542} );
 543
 544//descending order
 545async.sortBy([1,9,3,5], function(x, callback){
 546    callback(err, x*-1);    //<- x*-1 instead of x, turns the order around
 547}, function(err,result){
 548    //result callback
 549} );
 550```
 551
 552---------------------------------------
 553
 554<a name="some" />
 555### some(arr, iterator, callback)
 556
 557__Alias:__ `any`
 558
 559Returns `true` if at least one element in the `arr` satisfies an async test.
 560_The callback for each iterator call only accepts a single argument of `true` or
 561`false`; it does not accept an error argument first!_ This is in-line with the
 562way node libraries work with truth tests like `fs.exists`. Once any iterator
 563call returns `true`, the main `callback` is immediately called.
 564
 565__Arguments__
 566
 567* `arr` - An array to iterate over.
 568* `iterator(item, callback)` - A truth test to apply to each item in the array
 569  in parallel. The iterator is passed a callback(truthValue) which must be 
 570  called with a boolean argument once it has completed.
 571* `callback(result)` - A callback which is called as soon as any iterator returns
 572  `true`, or after all the iterator functions have finished. Result will be
 573  either `true` or `false` depending on the values of the async tests.
 574
 575__Example__
 576
 577```js
 578async.some(['file1','file2','file3'], fs.exists, function(result){
 579    // if result is true then at least one of the files exists
 580});
 581```
 582
 583---------------------------------------
 584
 585<a name="every" />
 586### every(arr, iterator, callback)
 587
 588__Alias:__ `all`
 589
 590Returns `true` if every element in `arr` satisfies an async test.
 591_The callback for each `iterator` call only accepts a single argument of `true` or
 592`false`; it does not accept an error argument first!_ This is in-line with the
 593way node libraries work with truth tests like `fs.exists`.
 594
 595__Arguments__
 596
 597* `arr` - An array to iterate over.
 598* `iterator(item, callback)` - A truth test to apply to each item in the array
 599  in parallel. The iterator is passed a callback(truthValue) which must be 
 600  called with a  boolean argument once it has completed.
 601* `callback(result)` - A callback which is called after all the `iterator`
 602  functions have finished. Result will be either `true` or `false` depending on
 603  the values of the async tests.
 604
 605__Example__
 606
 607```js
 608async.every(['file1','file2','file3'], fs.exists, function(result){
 609    // if result is true then every file exists
 610});
 611```
 612
 613---------------------------------------
 614
 615<a name="concat" />
 616### concat(arr, iterator, callback)
 617
 618Applies `iterator` to each item in `arr`, concatenating the results. Returns the
 619concatenated list. The `iterator`s are called in parallel, and the results are
 620concatenated as they return. There is no guarantee that the results array will
 621be returned in the original order of `arr` passed to the `iterator` function.
 622
 623__Arguments__
 624
 625* `arr` - An array to iterate over.
 626* `iterator(item, callback)` - A function to apply to each item in `arr`.
 627  The iterator is passed a `callback(err, results)` which must be called once it 
 628  has completed with an error (which can be `null`) and an array of results.
 629* `callback(err, results)` - A callback which is called after all the `iterator`
 630  functions have finished, or an error occurs. Results is an array containing
 631  the concatenated results of the `iterator` function.
 632
 633__Example__
 634
 635```js
 636async.concat(['dir1','dir2','dir3'], fs.readdir, function(err, files){
 637    // files is now a list of filenames that exist in the 3 directories
 638});
 639```
 640
 641---------------------------------------
 642
 643<a name="concatSeries" />
 644### concatSeries(arr, iterator, callback)
 645
 646Same as [`concat`](#concat), but executes in series instead of parallel.
 647
 648
 649## Control Flow
 650
 651<a name="series" />
 652### series(tasks, [callback])
 653
 654Run the functions in the `tasks` array in series, each one running once the previous
 655function has completed. If any functions in the series pass an error to its
 656callback, no more functions are run, and `callback` is immediately called with the value of the error. 
 657Otherwise, `callback` receives an array of results when `tasks` have completed.
 658
 659It is also possible to use an object instead of an array. Each property will be
 660run as a function, and the results will be passed to the final `callback` as an object
 661instead of an array. This can be a more readable way of handling results from
 662[`series`](#series).
 663
 664**Note** that while many implementations preserve the order of object properties, the
 665[ECMAScript Language Specifcation](http://www.ecma-international.org/ecma-262/5.1/#sec-8.6) 
 666explicitly states that
 667
 668> The mechanics and order of enumerating the properties is not specified.
 669
 670So if you rely on the order in which your series of functions are executed, and want
 671this to work on all platforms, consider using an array. 
 672
 673__Arguments__
 674
 675* `tasks` - An array or object containing functions to run, each function is passed
 676  a `callback(err, result)` it must call on completion with an error `err` (which can
 677  be `null`) and an optional `result` value.
 678* `callback(err, results)` - An optional callback to run once all the functions
 679  have completed. This function gets a results array (or object) containing all 
 680  the result arguments passed to the `task` callbacks.
 681
 682__Example__
 683
 684```js
 685async.series([
 686    function(callback){
 687        // do some stuff ...
 688        callback(null, 'one');
 689    },
 690    function(callback){
 691        // do some more stuff ...
 692        callback(null, 'two');
 693    }
 694],
 695// optional callback
 696function(err, results){
 697    // results is now equal to ['one', 'two']
 698});
 699
 700
 701// an example using an object instead of an array
 702async.series({
 703    one: function(callback){
 704        setTimeout(function(){
 705            callback(null, 1);
 706        }, 200);
 707    },
 708    two: function(callback){
 709        setTimeout(function(){
 710            callback(null, 2);
 711        }, 100);
 712    }
 713},
 714function(err, results) {
 715    // results is now equal to: {one: 1, two: 2}
 716});
 717```
 718
 719---------------------------------------
 720
 721<a name="parallel" />
 722### parallel(tasks, [callback])
 723
 724Run the `tasks` array of functions in parallel, without waiting until the previous
 725function has completed. If any of the functions pass an error to its
 726callback, the main `callback` is immediately called with the value of the error.
 727Once the `tasks` have completed, the results are passed to the final `callback` as an
 728array.
 729
 730It is also possible to use an object instead of an array. Each property will be
 731run as a function and the results will be passed to the final `callback` as an object
 732instead of an array. This can be a more readable way of handling results from
 733[`parallel`](#parallel).
 734
 735
 736__Arguments__
 737
 738* `tasks` - An array or object containing functions to run. Each function is passed 
 739  a `callback(err, result)` which it must call on completion with an error `err` 
 740  (which can be `null`) and an optional `result` value.
 741* `callback(err, results)` - An optional callback to run once all the functions
 742  have completed. This function gets a results array (or object) containing all 
 743  the result arguments passed to the task callbacks.
 744
 745__Example__
 746
 747```js
 748async.parallel([
 749    function(callback){
 750        setTimeout(function(){
 751            callback(null, 'one');
 752        }, 200);
 753    },
 754    function(callback){
 755        setTimeout(function(){
 756            callback(null, 'two');
 757        }, 100);
 758    }
 759],
 760// optional callback
 761function(err, results){
 762    // the results array will equal ['one','two'] even though
 763    // the second function had a shorter timeout.
 764});
 765
 766
 767// an example using an object instead of an array
 768async.parallel({
 769    one: function(callback){
 770        setTimeout(function(){
 771            callback(null, 1);
 772        }, 200);
 773    },
 774    two: function(callback){
 775        setTimeout(function(){
 776            callback(null, 2);
 777        }, 100);
 778    }
 779},
 780function(err, results) {
 781    // results is now equals to: {one: 1, two: 2}
 782});
 783```
 784
 785---------------------------------------
 786
 787<a name="parallelLimit" />
 788### parallelLimit(tasks, limit, [callback])
 789
 790The same as [`parallel`](#parallel), only `tasks` are executed in parallel 
 791with a maximum of `limit` tasks executing at any time.
 792
 793Note that the `tasks` are not executed in batches, so there is no guarantee that 
 794the first `limit` tasks will complete before any others are started.
 795
 796__Arguments__
 797
 798* `tasks` - An array or object containing functions to run, each function is passed 
 799  a `callback(err, result)` it must call on completion with an error `err` (which can
 800  be `null`) and an optional `result` value.
 801* `limit` - The maximum number of `tasks` to run at any time.
 802* `callback(err, results)` - An optional callback to run once all the functions
 803  have completed. This function gets a results array (or object) containing all 
 804  the result arguments passed to the `task` callbacks.
 805
 806---------------------------------------
 807
 808<a name="whilst" />
 809### whilst(test, fn, callback)
 810
 811Repeatedly call `fn`, while `test` returns `true`. Calls `callback` when stopped,
 812or an error occurs.
 813
 814__Arguments__
 815
 816* `test()` - synchronous truth test to perform before each execution of `fn`.
 817* `fn(callback)` - A function which is called each time `test` passes. The function is
 818  passed a `callback(err)`, which must be called once it has completed with an 
 819  optional `err` argument.
 820* `callback(err)` - A callback which is called after the test fails and repeated
 821  execution of `fn` has stopped.
 822
 823__Example__
 824
 825```js
 826var count = 0;
 827
 828async.whilst(
 829    function () { return count < 5; },
 830    function (callback) {
 831        count++;
 832        setTimeout(callback, 1000);
 833    },
 834    function (err) {
 835        // 5 seconds have passed
 836    }
 837);
 838```
 839
 840---------------------------------------
 841
 842<a name="doWhilst" />
 843### doWhilst(fn, test, callback)
 844
 845The post-check version of [`whilst`](#whilst). To reflect the difference in 
 846the order of operations, the arguments `test` and `fn` are switched. 
 847
 848`doWhilst` is to `whilst` as `do while` is to `while` in plain JavaScript.
 849
 850---------------------------------------
 851
 852<a name="until" />
 853### until(test, fn, callback)
 854
 855Repeatedly call `fn` until `test` returns `true`. Calls `callback` when stopped,
 856or an error occurs.
 857
 858The inverse of [`whilst`](#whilst).
 859
 860---------------------------------------
 861
 862<a name="doUntil" />
 863### doUntil(fn, test, callback)
 864
 865Like [`doWhilst`](#doWhilst), except the `test` is inverted. Note the argument ordering differs from `until`.
 866
 867---------------------------------------
 868
 869<a name="forever" />
 870### forever(fn, errback)
 871
 872Calls the asynchronous function `fn` with a callback parameter that allows it to
 873call itself again, in series, indefinitely.
 874
 875If an error is passed to the callback then `errback` is called with the
 876error, and execution stops, otherwise it will never be called.
 877
 878```js
 879async.forever(
 880    function(next) {
 881        // next is suitable for passing to things that need a callback(err [, whatever]);
 882        // it will result in this function being called again.
 883    },
 884    function(err) {
 885        // if next is called with a value in its first parameter, it will appear
 886        // in here as 'err', and execution will stop.
 887    }
 888);
 889```
 890
 891---------------------------------------
 892
 893<a name="waterfall" />
 894### waterfall(tasks, [callback])
 895
 896Runs the `tasks` array of functions in series, each passing their results to the next in
 897the array. However, if any of the `tasks` pass an error to their own callback, the
 898next function is not executed, and the main `callback` is immediately called with
 899the error.
 900
 901__Arguments__
 902
 903* `tasks` - An array of functions to run, each function is passed a 
 904  `callback(err, result1, result2, ...)` it must call on completion. The first
 905  argument is an error (which can be `null`) and any further arguments will be 
 906  passed as arguments in order to the next task.
 907* `callback(err, [results])` - An optional callback to run once all the functions
 908  have completed. This will be passed the results of the last task's callback.
 909
 910
 911
 912__Example__
 913
 914```js
 915async.waterfall([
 916    function(callback){
 917        callback(null, 'one', 'two');
 918    },
 919    function(arg1, arg2, callback){
 920      // arg1 now equals 'one' and arg2 now equals 'two'
 921        callback(null, 'three');
 922    },
 923    function(arg1, callback){
 924        // arg1 now equals 'three'
 925        callback(null, 'done');
 926    }
 927], function (err, result) {
 928   // result now equals 'done'    
 929});
 930```
 931
 932---------------------------------------
 933<a name="compose" />
 934### compose(fn1, fn2...)
 935
 936Creates a function which is a composition of the passed asynchronous
 937functions. Each function consumes the return value of the function that
 938follows. Composing functions `f()`, `g()`, and `h()` would produce the result of
 939`f(g(h()))`, only this version uses callbacks to obtain the return values.
 940
 941Each function is executed with the `this` binding of the composed function.
 942
 943__Arguments__
 944
 945* `functions...` - the asynchronous functions to compose
 946
 947
 948__Example__
 949
 950```js
 951function add1(n, callback) {
 952    setTimeout(function () {
 953        callback(null, n + 1);
 954    }, 10);
 955}
 956
 957function mul3(n, callback) {
 958    setTimeout(function () {
 959        callback(null, n * 3);
 960    }, 10);
 961}
 962
 963var add1mul3 = async.compose(mul3, add1);
 964
 965add1mul3(4, function (err, result) {
 966   // result now equals 15
 967});
 968```
 969
 970---------------------------------------
 971<a name="seq" />
 972### seq(fn1, fn2...)
 973
 974Version of the compose function that is more natural to read.
 975Each following function consumes the return value of the latter function. 
 976
 977Each function is executed with the `this` binding of the composed function.
 978
 979__Arguments__
 980
 981* functions... - the asynchronous functions to compose
 982
 983
 984__Example__
 985
 986```js
 987// Requires lodash (or underscore), express3 and dresende's orm2.
 988// Part of an app, that fetches cats of the logged user.
 989// This example uses `seq` function to avoid overnesting and error 
 990// handling clutter.
 991app.get('/cats', function(request, response) {
 992  function handleError(err, data, callback) {
 993    if (err) {
 994      console.error(err);
 995      response.json({ status: 'error', message: err.message });
 996    }
 997    else {
 998      callback(data);
 999    }
1000  }
1001  var User = request.models.User;
1002  async.seq(
1003    _.bind(User.get, User),  // 'User.get' has signature (id, callback(err, data))
1004    handleError,
1005    function(user, fn) {
1006      user.getCats(fn);      // 'getCats' has signature (callback(err, data))
1007    },
1008    handleError,
1009    function(cats) {
1010      response.json({ status: 'ok', message: 'Cats found', data: cats });
1011    }
1012  )(req.session.user_id);
1013  }
1014});
1015```
1016
1017---------------------------------------
1018<a name="applyEach" />
1019### applyEach(fns, args..., callback)
1020
1021Applies the provided arguments to each function in the array, calling 
1022`callback` after all functions have completed. If you only provide the first
1023argument, then it will return a function which lets you pass in the
1024arguments as if it were a single function call.
1025
1026__Arguments__
1027
1028* `fns` - the asynchronous functions to all call with the same arguments
1029* `args...` - any number of separate arguments to pass to the function
1030* `callback` - the final argument should be the callback, called when all
1031  functions have completed processing
1032
1033
1034__Example__
1035
1036```js
1037async.applyEach([enableSearch, updateSchema], 'bucket', callback);
1038
1039// partial application example:
1040async.each(
1041    buckets,
1042    async.applyEach([enableSearch, updateSchema]),
1043    callback
1044);
1045```
1046
1047---------------------------------------
1048
1049<a name="applyEachSeries" />
1050### applyEachSeries(arr, iterator, callback)
1051
1052The same as [`applyEach`](#applyEach) only the functions are applied in series.
1053
1054---------------------------------------
1055
1056<a name="queue" />
1057### queue(worker, concurrency)
1058
1059Creates a `queue` object with the specified `concurrency`. Tasks added to the
1060`queue` are processed in parallel (up to the `concurrency` limit). If all
1061`worker`s are in progress, the task is queued until one becomes available. 
1062Once a `worker` completes a `task`, that `task`'s callback is called.
1063
1064__Arguments__
1065
1066* `worker(task, callback)` - An asynchronous function for processing a queued
1067  task, which must call its `callback(err)` argument when finished, with an 
1068  optional `error` as an argument.
1069* `concurrency` - An `integer` for determining how many `worker` functions should be
1070  run in parallel.
1071
1072__Queue objects__
1073
1074The `queue` object returned by this function has the following properties and
1075methods:
1076
1077* `length()` - a function returning the number of items waiting to be processed.
1078* `started` - a function returning whether or not any items have been pushed and processed by the queue
1079* `running()` - a function returning the number of items currently being processed.
1080* `idle()` - a function returning false if there are items waiting or being processed, or true if not.
1081* `concurrency` - an integer for determining how many `worker` functions should be
1082  run in parallel. This property can be changed after a `queue` is created to
1083  alter the concurrency on-the-fly.
1084* `push(task, [callback])` - add a new task to the `queue`. Calls `callback` once 
1085  the `worker` has finished processing the task. Instead of a single task, a `tasks` array
1086  can be submitted. The respective callback is used for every task in the list.
1087* `unshift(task, [callback])` - add a new task to the front of the `queue`.
1088* `saturated` - a callback that is called when the `queue` length hits the `concurrency` limit, 
1089   and further tasks will be queued.
1090* `empty` - a callback that is called when the last item from the `queue` is given to a `worker`.
1091* `drain` - a callback that is called when the last item from the `queue` has returned from the `worker`.
1092* `paused` - a boolean for determining whether the queue is in a paused state
1093* `pause()` - a function that pauses the processing of tasks until `resume()` is called.
1094* `resume()` - a function that resumes the processing of queued tasks when the queue is paused.
1095* `kill()` - a function that empties remaining tasks from the queue forcing it to go idle.
1096
1097__Example__
1098
1099```js
1100// create a queue object with concurrency 2
1101
1102var q = async.queue(function (task, callback) {
1103    console.log('hello ' + task.name);
1104    callback();
1105}, 2);
1106
1107
1108// assign a callback
1109q.drain = function() {
1110    console.log('all items have been processed');
1111}
1112
1113// add some items to the queue
1114
1115q.push({name: 'foo'}, function (err) {
1116    console.log('finished processing foo');
1117});
1118q.push({name: 'bar'}, function (err) {
1119    console.log('finished processing bar');
1120});
1121
1122// add some items to the queue (batch-wise)
1123
1124q.push([{name: 'baz'},{name: 'bay'},{name: 'bax'}], function (err) {
1125    console.log('finished processing bar');
1126});
1127
1128// add some items to the front of the queue
1129
1130q.unshift({name: 'bar'}, function (err) {
1131    console.log('finished processing bar');
1132});
1133```
1134
1135
1136---------------------------------------
1137
1138<a name="priorityQueue" />
1139### priorityQueue(worker, concurrency)
1140
1141The same as [`queue`](#queue) only tasks are assigned a priority and completed in ascending priority order. There are two differences between `queue` and `priorityQueue` objects:
1142
1143* `push(task, priority, [callback])` - `priority` should be a number. If an array of
1144  `tasks` is given, all tasks will be assigned the same priority.
1145* The `unshift` method was removed.
1146
1147---------------------------------------
1148
1149<a name="cargo" />
1150### cargo(worker, [payload])
1151
1152Creates a `cargo` object with the specified payload. Tasks added to the
1153cargo will be processed altogether (up to the `payload` limit). If the
1154`worker` is in progress, the task is queued until it becomes available. Once
1155the `worker` has completed some tasks, each callback of those tasks is called.
1156Check out [this animation](https://camo.githubusercontent.com/6bbd36f4cf5b35a0f11a96dcd2e97711ffc2fb37/68747470733a2f2f662e636c6f75642e6769746875622e636f6d2f6173736574732f313637363837312f36383130382f62626330636662302d356632392d313165322d393734662d3333393763363464633835382e676966) for how `cargo` and `queue` work.
1157
1158While [queue](#queue) passes only one task to one of a group of workers
1159at a time, cargo passes an array of tasks to a single worker, repeating
1160when the worker is finished.
1161
1162__Arguments__
1163
1164* `worker(tasks, callback)` - An asynchronous function for processing an array of
1165  queued tasks, which must call its `callback(err)` argument when finished, with 
1166  an optional `err` argument.
1167* `payload` - An optional `integer` for determining how many tasks should be
1168  processed per round; if omitted, the default is unlimited.
1169
1170__Cargo objects__
1171
1172The `cargo` object returned by this function has the following properties and
1173methods:
1174
1175* `length()` - A function returning the number of items waiting to be processed.
1176* `payload` - An `integer` for determining how many tasks should be
1177  process per round. This property can be changed after a `cargo` is created to
1178  alter the payload on-the-fly.
1179* `push(task, [callback])` - Adds `task` to the `queue`. The callback is called
1180  once the `worker` has finished processing the task. Instead of a single task, an array of `tasks` 
1181  can be submitted. The respective callback is used for every task in the list.
1182* `saturated` - A callback that is called when the `queue.length()` hits the concurrency and further tasks will be queued.
1183* `empty` - A callback that is called when the last item from the `queue` is given to a `worker`.
1184* `drain` - A callback that is called when the last item from the `queue` has returned from the `worker`.
1185
1186__Example__
1187
1188```js
1189// create a cargo object with payload 2
1190
1191var cargo = async.cargo(function (tasks, callback) {
1192    for(var i=0; i<tasks.length; i++){
1193      console.log('hello ' + tasks[i].name);
1194    }
1195    callback();
1196}, 2);
1197
1198
1199// add some items
1200
1201cargo.push({name: 'foo'}, function (err) {
1202    console.log('finished processing foo');
1203});
1204cargo.push({name: 'bar'}, function (err) {
1205    console.log('finished processing bar');
1206});
1207cargo.push({name: 'baz'}, function (err) {
1208    console.log('finished processing baz');
1209});
1210```
1211
1212---------------------------------------
1213
1214<a name="auto" />
1215### auto(tasks, [callback])
1216
1217Determines the best order for running the functions in `tasks`, based on their 
1218requirements. Each function can optionally depend on other functions being completed 
1219first, and each function is run as soon as its requirements are satisfied. 
1220
1221If any of the functions pass an error to their callback, it will not 
1222complete (so any other functions depending on it will not run), and the main 
1223`callback` is immediately called with the error. Functions also receive an 
1224object containing the results of functions which have completed so far.
1225
1226Note, all functions are called with a `results` object as a second argument, 
1227so it is unsafe to pass functions in the `tasks` object which cannot handle the
1228extra argument. 
1229
1230For example, this snippet of code:
1231
1232```js
1233async.auto({
1234  readData: async.apply(fs.readFile, 'data.txt', 'utf-8')
1235}, callback);
1236```
1237
1238will have the effect of calling `readFile` with the results object as the last
1239argument, which will fail:
1240
1241```js
1242fs.readFile('data.txt', 'utf-8', cb, {});
1243```
1244
1245Instead, wrap the call to `readFile` in a function which does not forward the 
1246`results` object:
1247
1248```js
1249async.auto({
1250  readData: function(cb, results){
1251    fs.readFile('data.txt', 'utf-8', cb);
1252  }
1253}, callback);
1254```
1255
1256__Arguments__
1257
1258* `tasks` - An object. Each of its properties is either a function or an array of
1259  requirements, with the function itself the last item in the array. The object's key
1260  of a property serves as the name of the task defined by that property,
1261  i.e. can be used when specifying requirements for other tasks.
1262  The function receives two arguments: (1) a `callback(err, result)` which must be 
1263  called when finished, passing an `error` (which can be `null`) and the result of 
1264  the function's execution, and (2) a `results` object, containing the results of
1265  the previously executed functions.
1266* `callback(err, results)` - An optional callback which is called when all the
1267  tasks have been completed. It receives the `err` argument if any `tasks` 
1268  pass an error to their callback. Results are always returned; however, if 
1269  an error occurs, no further `tasks` will be performed, and the results
1270  object will only contain partial results.
1271
1272
1273__Example__
1274
1275```js
1276async.auto({
1277    get_data: function(callback){
1278        console.log('in get_data');
1279        // async code to get some data
1280        callback(null, 'data', 'converted to array');
1281    },
1282    make_folder: function(callback){
1283        console.log('in make_folder');
1284        // async code to create a directory to store a file in
1285        // this is run at the same time as getting the data
1286        callback(null, 'folder');
1287    },
1288    write_file: ['get_data', 'make_folder', function(callback, results){
1289        console.log('in write_file', JSON.stringify(results));
1290        // once there is some data and the directory exists,
1291        // write the data to a file in the directory
1292        callback(null, 'filename');
1293    }],
1294    email_link: ['write_file', function(callback, results){
1295        console.log('in email_link', JSON.stringify(results));
1296        // once the file is written let's email a link to it...
1297        // results.write_file contains the filename returned by write_file.
1298        callback(null, {'file':results.write_file, 'email':'user@example.com'});
1299    }]
1300}, function(err, results) {
1301    console.log('err = ', err);
1302    console.log('results = ', results);
1303});
1304```
1305
1306This is a fairly trivial example, but to do this using the basic parallel and
1307series functions would look like this:
1308
1309```js
1310async.parallel([
1311    function(callback){
1312        console.log('in get_data');
1313        // async code to get some data
1314        callback(null, 'data', 'converted to array');
1315    },
1316    function(callback){
1317        console.log('in make_folder');
1318        // async code to create a directory to store a file in
1319        // this is run at the same time as getting the data
1320        callback(null, 'folder');
1321    }
1322],
1323function(err, results){
1324    async.series([
1325        function(callback){
1326            console.log('in write_file', JSON.stringify(results));
1327            // once there is some data and the directory exists,
1328            // write the data to a file in the directory
1329            results.push('filename');
1330            callback(null);
1331        },
1332        function(callback){
1333            console.log('in email_link', JSON.stringify(results));
1334            // once the file is written let's email a link to it...
1335            callback(null, {'file':results.pop(), 'email':'user@example.com'});
1336        }
1337    ]);
1338});
1339```
1340
1341For a complicated series of `async` tasks, using the [`auto`](#auto) function makes adding
1342new tasks much easier (and the code more readable).
1343
1344
1345---------------------------------------
1346
1347<a name="retry" />
1348### retry([times = 5], task, [callback])
1349
1350Attempts to get a successful response from `task` no more than `times` times before
1351returning an error. If the task is successful, the `callback` will be passed the result
1352of the successfull task. If all attemps fail, the callback will be passed the error and
1353result (if any) of the final attempt.
1354
1355__Arguments__
1356
1357* `times` - An integer indicating how many times to attempt the `task` before giving up. Defaults to 5.
1358* `task(callback, results)` - A function which receives two arguments: (1) a `callback(err, result)`
1359  which must be called when finished, passing `err` (which can be `null`) and the `result` of 
1360  the function's execution, and (2) a `results` object, containing the results of
1361  the previously executed functions (if nested inside another control flow).
1362* `callback(err, results)` - An optional callback which is called when the
1363  task has succeeded, or after the final failed attempt. It receives the `err` and `result` arguments of the last attempt at completing the `task`.
1364
1365The [`retry`](#retry) function can be used as a stand-alone control flow by passing a
1366callback, as shown below:
1367
1368```js
1369async.retry(3, apiMethod, function(err, result) {
1370    // do something with the result
1371});
1372```
1373
1374It can also be embeded within other control flow functions to retry individual methods
1375that are not as reliable, like this:
1376
1377```js
1378async.auto({
1379    users: api.getUsers.bind(api),
1380    payments: async.retry(3, api.getPayments.bind(api))
1381}, function(err, results) {
1382  // do something with the results
1383});
1384```
1385
1386
1387---------------------------------------
1388
1389<a name="iterator" />
1390### iterator(tasks)
1391
1392Creates an iterator function which calls the next function in the `tasks` array,
1393returning a continuation to call the next one after that. It's also possible to
1394“peek” at the next iterator with `iterator.next()`.
1395
1396This function is used internally by the `async` module, but can be useful when
1397you want to manually control the flow of functions in series.
1398
1399__Arguments__
1400
1401* `tasks` - An array of functions to run.
1402
1403__Example__
1404
1405```js
1406var iterator = async.iterator([
1407    function(){ sys.p('one'); },
1408    function(){ sys.p('two'); },
1409    function(){ sys.p('three'); }
1410]);
1411
1412node> var iterator2 = iterator();
1413'one'
1414node> var iterator3 = iterator2();
1415'two'
1416node> iterator3();
1417'three'
1418node> var nextfn = iterator2.next();
1419node> nextfn();
1420'three'
1421```
1422
1423---------------------------------------
1424
1425<a name="apply" />
1426### apply(function, arguments..)
1427
1428Creates a continuation function with some arguments already applied. 
1429
1430Useful as a shorthand when combined with other control flow functions. Any arguments
1431passed to the returned function are added to the arguments originally passed
1432to apply.
1433
1434__Arguments__
1435
1436* `function` - The function you want to eventually apply all arguments to.
1437* `arguments...` - Any number of arguments to automatically apply when the
1438  continuation is called.
1439
1440__Example__
1441
1442```js
1443// using apply
1444
1445async.parallel([
1446    async.apply(fs.writeFile, 'testfile1', 'test1'),
1447    async.apply(fs.writeFile, 'testfile2', 'test2'),
1448]);
1449
1450
1451// the same process without using apply
1452
1453async.parallel([
1454    function(callback){
1455        fs.writeFile('testfile1', 'test1', callback);
1456    },
1457    function(callback){
1458        fs.writeFile('testfile2', 'test2', callback);
1459    }
1460]);
1461```
1462
1463It's possible to pass any number of additional arguments when calling the
1464continuation:
1465
1466```js
1467node> var fn = async.apply(sys.puts, 'one');
1468node> fn('two', 'three');
1469one
1470two
1471three
1472```
1473
1474---------------------------------------
1475
1476<a name="nextTick" />
1477### nextTick(callback)
1478
1479Calls `callback` on a later loop around the event loop. In Node.js this just
1480calls `process.nextTick`; in the browser it falls back to `setImmediate(callback)`
1481if available, otherwise `setTimeout(callback, 0)`, which means other higher priority
1482events may precede the execution of `callback`.
1483
1484This is used internally for browser-compatibility purposes.
1485
1486__Arguments__
1487
1488* `callback` - The function to call on a later loop around the event loop.
1489
1490__Example__
1491
1492```js
1493var call_order = [];
1494async.nextTick(function(){
1495    call_order.push('two');
1496    // call_order now equals ['one','two']
1497});
1498call_order.push('one')
1499```
1500
1501<a name="times" />
1502### times(n, callback)
1503
1504Calls the `callback` function `n` times, and accumulates results in the same manner
1505you would use with [`map`](#map).
1506
1507__Arguments__
1508
1509* `n` - The number of times to run the function.
1510* `callback` - The function to call `n` times.
1511
1512__Example__
1513
1514```js
1515// Pretend this is some complicated async factory
1516var createUser = function(id, callback) {
1517  callback(null, {
1518    id: 'user' + id
1519  })
1520}
1521// generate 5 users
1522async.times(5, function(n, next){
1523    createUser(n, function(err, user) {
1524      next(err, user)
1525    })
1526}, function(err, users) {
1527  // we should now have 5 users
1528});
1529```
1530
1531<a name="timesSeries" />
1532### timesSeries(n, callback)
1533
1534The same as [`times`](#times), only the iterator is applied to each item in `arr` in
1535series. The next `iterator` is only called once the current one has completed. 
1536The results array will be in the same order as the original.
1537
1538
1539## Utils
1540
1541<a name="memoize" />
1542### memoize(fn, [hasher])
1543
1544Caches the results of an `async` function. When creating a hash to store function
1545results against, the callback is omitted from the hash and an optional hash
1546function can be used.
1547
1548The cache of results is exposed as the `memo` property of the function returned
1549by `memoize`.
1550
1551__Arguments__
1552
1553* `fn` - The function to proxy and cache results from.
1554* `hasher` - Tn optional function for generating a custom hash for storing
1555  results. It has all the arguments applied to it apart from the callback, and
1556  must be synchronous.
1557
1558__Example__
1559
1560```js
1561var slow_fn = function (name, callback) {
1562    // do something
1563    callback(null, result);
1564};
1565var fn = async.memoize(slow_fn);
1566
1567// fn can now be used as if it were slow_fn
1568fn('some name', function () {
1569    // callback
1570});
1571```
1572
1573<a name="unmemoize" />
1574### unmemoize(fn)
1575
1576Undoes a [`memoize`](#memoize)d function, reverting it to the original, unmemoized
1577form. Handy for testing.
1578
1579__Arguments__
1580
1581* `fn` - the memoized function
1582
1583<a name="log" />
1584### log(function, arguments)
1585
1586Logs the result of an `async` function to the `console`. Only works in Node.js or
1587in browsers that support `console.log` and `console.error` (such as FF and Chrome).
1588If multiple arguments are returned from the async function, `console.log` is
1589called on each argument in order.
1590
1591__Arguments__
1592
1593* `function` - The function you want to eventually apply all arguments to.
1594* `arguments...` - Any number of arguments to apply to the function.
1595
1596__Example__
1597
1598```js
1599var hello = function(name, callback){
1600    setTimeout(function(){
1601        callback(null, 'hello ' + name);
1602    }, 1000);
1603};
1604```
1605```js
1606node> async.log(hello, 'world');
1607'hello world'
1608```
1609
1610---------------------------------------
1611
1612<a name="dir" />
1613### dir(function, arguments)
1614
1615Logs the result of an `async` function to the `console` using `console.dir` to
1616display the properties of the resulting object. Only works in Node.js or
1617in browsers that support `console.dir` and `console.error` (such as FF and Chrome).
1618If multiple arguments are returned from the async function, `console.dir` is
1619called on each argument in order.
1620
1621__Arguments__
1622
1623* `function` - The function you want to eventually apply all arguments to.
1624* `arguments...` - Any number of arguments to apply to the function.
1625
1626__Example__
1627
1628```js
1629var hello = function(name, callback){
1630    setTimeout(function(){
1631        callback(null, {hello: name});
1632    }, 1000);
1633};
1634```
1635```js
1636node> async.dir(hello, 'world');
1637{hello: 'world'}
1638```
1639
1640---------------------------------------
1641
1642<a name="noConflict" />
1643### noConflict()
1644
1645Changes the value of `async` back to its original value, returning a reference to the
1646`async` object.