From 710a8d43cd4c47e74e980c2fd2b6f0d42f025a57 Mon Sep 17 00:00:00 2001 From: Mahdi Dibaiee Date: Mon, 8 Jun 2015 20:13:38 +0430 Subject: [PATCH] ES7 Array and Generator comprehensions --- ...15-06-06-array-generator-comprehensions.md | 28 +++++++++++------- img/array-vs-generator.png | Bin 71269 -> 94261 bytes img/generator-diagram.png | Bin 0 -> 56910 bytes 3 files changed, 18 insertions(+), 10 deletions(-) create mode 100644 img/generator-diagram.png diff --git a/_posts/2015-06-06-array-generator-comprehensions.md b/_posts/2015-06-06-array-generator-comprehensions.md index 42b3ce3..79cc474 100644 --- a/_posts/2015-06-06-array-generator-comprehensions.md +++ b/_posts/2015-06-06-array-generator-comprehensions.md @@ -8,10 +8,12 @@ categories: es7, generator, array Array comprehension is a new feature proposed for ES7, with a new syntax to create new arrays from existing [iterables](http://www.2ality.com/2015/02/es6-iteration.html), -comprehensions can replace `map`, `filter`. +comprehensions can replace map and filter. Generator comprehension brings the same feature to generators, this is a more -significant change as it removes the need to write new generators for simple map / filter operations. +useful feature as it removes the need to write new generators for simple map/filter operations. + +Generator comprehensions allow us to easily write single-line generators, which can replace our arrays in some situations, you might ask why we might consider replacing arrays with generators, the most important reason is their [laziness](#laziness). I've explained laziness later in the article. Comprehensions are currently only supported by Firefox, use Firefox 30+ or [Babel](https://babeljs.io/repl/) to run the examples. The Node.js version using generator `function* ()`s is available at the [repository](https://github.com/mdibaiee/array-vs-generator) (doesn't require transpilation, use latest node). @@ -25,7 +27,7 @@ let numbers = [1,2,3,4,5]; let even = [ for (n of numbers) if (n % 2 === 0) n ]; // equivalent: -// let even = numbers.map(n => { if (n % 2 === 0) return n }); +// let even = numbers.filter(n => n % 2 === 0); console.log(...even); // 2 4 {% endhighlight %} @@ -40,7 +42,7 @@ let generator = function* () { } let squared = ( for (n of generator()) n * n ); -// equivalent (not lazy): +// equivalent: // let squared = Array.from(generator()).map(n => n * n); console.log(...squared); // 0 1 4 9 16 25 @@ -63,7 +65,7 @@ let after = function* (number) { } } -// for each number of 0...5, yield an array of 3 numbers after it +// for each number 0...5, yield an array of 3 numbers after it let nested = ( for (n of generator()) [ for (i of after(n)) i ] ) @@ -77,7 +79,7 @@ console.table(Array.from(nested)); // 6, 7, 8 {% endhighlight %} -#Lazy +#Laziness This is one of the most important advantages of generators over arrays and things alike. The reason why I'm including this here is to give you a good reason to write generators instead of arrays while generator comprehensions make it extremely easy to write them — this is a proof of their usefulness. @@ -106,27 +108,32 @@ temporary arrays in memory? Can we get the first number directly without consumi Yes, using generators, Look at this: {% highlight javascript %} -let bigArray = function* () { +let bigGenerator = function* () { for (let i = 0; i < 100000; i++) { yield i; } } -let squared = ( for (n of bigArray()) n * n ); +let squared = ( for (n of bigGenerator()) n * n ); console.log(squared.next()); {% endhighlight %} Let's see what happens in this case. Here, we create a generator which will yield numbers 0...100000, nothing is actually allocated or evaluated, we just have a generator which will return a new number every time we call `next()`. -Then we use generator comprehension to create another generator which squares the numbers our `bigArray()` generator yields, again, we don't evaluate or allocate anything, we just create a generator which will call another generator's `next()` method, square the results, and yield it. +Then we use generator comprehension to create another generator which squares the numbers our `bigGenerator()` yields, again, we don't evaluate or allocate anything, we just create a generator which will call another generator's `next()` method, square the results, and yield it. Now when we call `squared.next()`, the `squared` generator calls `bigArray().next()`, squares the results and yields it, it doesn't do any unnecessary work, it's lazy. +[ + ![Generator diagram](/img/generator-diagram.png) +](/img/generator-diagram.png) +{% include caption.html text='Calling squared.next() 4 times' %} + If you profile heap/memory usage and running time, you will see the difference. I have prepared a Node.js version of the test case. With the help of [`process.memoryUsage()`](https://nodejs.org/api/process.html#process_process_memoryusage) and [`console.time`](https://developer.mozilla.org/en-US/docs/Web/API/Console/time) we can easily see the difference. -It's about ten times faster with two times less space used, isn't that awesome? +It's a lot faster, with less space required, isn't that awesome? [Repository: mdibaiee/array-vs-generator](https://github.com/mdibaiee/array-vs-generator) @@ -135,6 +142,7 @@ It's about ten times faster with two times less space used, isn't that awesome? If you want to know more about lazy iterators, I recommend raganwald's [Lazy Iterables in JavaScript](http://raganwald.com/2015/02/17/lazy-iteratables-in-javascript.html). More: + [MDN: Array Comprehensions](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Operators/Array_comprehensions) [MDN: Generator Comprehensions](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Operators/Generator_comprehensions) diff --git a/img/array-vs-generator.png b/img/array-vs-generator.png index 03dce02e43bdf0e65eff9a289cabb4ad815e74dc..cd0601fac8268f0aed89d04aa318b5aa4831554d 100644 GIT binary patch literal 94261 zcmZ^~19T?Awl*A2JmJK)ZBLxMF($TcO*FA>+qP}nw(Y#ZKj)nLUwrqTUaQwC?EUP$ zpW4-{tGg;xURE3d78@1>1O!1+LPQY+1VS1F1hfzO+uxQ)f2~Fk5O{QRVPSbmVPQgf z2U`vDKs~h46cm;Q!O)erNI@T7x3XNfGFY~s$1^>y-%XkCGqFGpF4e$( zqL+aPvJ1#z{@9t6mXJ1x`-H&E0VT_Uy->T*@>Ml5qI?-&5fPHzJ*cZEA^-Dwb4NnxIl_ihCIl zc@=zu{3C5#8(aziQ4HodHt!BfEcJc5**GaFG48}LH&|&yvYulp=Bqrg@ z5lL?;HwYuL5e#?S(C(D$!f-G{@ekl?E5F?o2sj9uomv-B%&t}*yn;!^GUa+rK%Cl1 zbkO~spMe;cC?|~tt3cZH z!9d|8|BcvmEIj73uM)yd3eO2~$}kj5_CN3ZDklVFkG%_Zj>AKN>UHWU2o^DX_j86| zg|%v692`VW(m28A=M;;7>|5Sf6ecmXw6_%UYX|)*MihLkXgFvHrMRb8b~oNnYFDaw zTY3ua|L~3KL5fQ~8VdV$j9`|s<3i>3K)ryGBlV_%nfSu@SYB6O2X`0Heg1(AAVje9 z9V{`XCDxhi3!XNU2l@0HfNb5j--`Q1KN9>@z5nZU9;`r0D~ zX@@LtNDVJFH*NY{X1p1`b=78Fj|l%EQ;+m|^IU(!wNgp`+PgVYK2$`5H} zEYJ|0<{&zn_B(H)5!MG^yej3pBo}IcuMOt00CyW2<|fCHKhDp^rxuQ@Z;!&4oZ!nK z=q-4-p%_=7!zPH80@P@c=w!1=F!wh@o)s3AZxvnd;@1@l zkV2zh2zM=xcLO+mrb&8LG090;!w-JCM)WKp(@hy84YhSmP=fDX$=>{1Or+b^0rs!$ zbj2_r$0%mfKpVqTaJxM$kcZrB_K#*ek4n%TWhhP3iR3lATYnHrLHsLt=NyCwUl`nY z1Urzb9@H0KJtR;ALE;opQ$9Q+;l=u1&l(6cf5n<_Rv?LbI4dwue&9RMB~TQ->UN-7 zpm;mvEr`ov3~rF$dXO;1kOBf`kht@rP6&fSxD5O`iLOEjP{KrrLM52vf^LwJnF-Xx z5{Qi@$m+mLe|n3{5}L*WBq$s(+#?={Y-6V>gA^5vmEqWgC~{>>FtGiGa^`1QS)u3z z!)H{?AT=Vd#Ls8yPkua*uSIqVK{5RqHGr4KsPD;OB%lQY^eHkCH6hXTj@4RR5H3M~ zou8|5EJb_ug>vGV?xEXxecP+$#F_5J*rU0X@?_8nZr)kG9ex4%j1(j>Lz#e~4ZAm!J)x?ET8KU7%I1fal$Usv$SkxkxUynTh8#%(@(yQz&03fpn?;)u9G*BN zIsA0MZ54G;ad39fcBnoyK0r9^JTM)>7)c%{NbDxxt|rXaE7-~JQB*6DFSHZdZR*P* z)}Ga15@OP{FWloF1cWgpNJxoEc}w9I5*KDl9Vh%g!PL&a5;mPro^zd@p7%%$9UB_^ zIfgY>I0lulo(QF!pnRdcr+ieRT$-VHYN7{EB8Ef~UYlkgU>|;~t^!yDB$l@cJ?2;> zpFuUkSY%mfHKH^MTW~D$m$NK>EU+vtmo1kIEcCEVuojt3EUlE;>*V|R-9aqFT)>c_ zMoG66hgzhWiUMlSu1dsE!R!Yy)4bl?bHD_xMY9V9@Y*nuGcw^ zm;w~R&WEQCR_HY`LOHQHgFB11@i?tJ2R}wU8a%>2em~_~C_dpiEk3JWwp}7%oMD1y zNwJl;w40V6ni*x>w9D5o--RME%y-K-7JC$9h**s9kARD?j3h{zk>-_lkS>$4NkNgx zlxC4>PH{=eHF+{QHBm8Ho=|Xva?E-~zn=;X2%SQGMJ=b;YRb`YQ$NsL(BN${QVY^R z*I3f*$}(c4GM`(Mtc>qcU)3~LzpQJstu(^3(l*;P`&b&92(nf(cI;0wIk#;eY3hB7 z%xuM5wkhAl^Jw!*`CtZ`0IR=8eHRM$|Lzs_Eow9>9nY4Bibs^Y(y8r4+V06k=fHFB zH9p)QkTs5++^tQg#iIS(+LdC(o66(9e1Olv$C0%Dz1haK$fFME@@#{sjhH0fIE*Ui zB^PyUGkvU6q=Tgc?9}nlbcgGV_VBr}zg6FvKL~&Q_LB6{1f+T$d{cSjyIa1OyRUvE zfUZGI!I(jlfQEria6*tToKhuV2MH# zW*rqDosO=G`b@ON(M8+Eqp#TK7eEt=9ojJvM5?H$HFs6eTk5UEA$^%?B2ekJR(U!! 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