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  • We Started Using Webpack and it Took a While - Salem Hilal

  • >> Hello?

  • Hello, hi!, oh, my God, oh, my God, oh, my God, I'm so excited!

  • My coworker, Salem, is about to come up on stage and tell you about the migration process

  • of moving to Webpack and what a kind of disaster that was.

  • But it's a really interesting disaster, I promise.

  • So Salem gave me some fun facts but I'm going to go totally on my own and tell you my fun

  • facts and favorite things about Salem.

  • The first thing that you need to know about Salem is he gives the world's best hugs, literally,

  • so all of you need to be good-enough friends with him by the end of the conference so that

  • he could give you a hug and trust me, you will, like, love it for the rest of your life.

  • The other thing that you need to know about Salem is that we have regular Etsy-wide smash

  • tournaments, we had one the other night.

  • I was not there, but my husband went, and apparently do not let him play at duck hunt

  • because he will hide in the corner and throw beans at everybody.

  • All right, so everyone, gave it up for Salem Hilal.

  • [applause]

  • Oh, my gosh, that was the nicest thing that anyone has ever said about me.

  • It's also very bright up here, everyone's right, everybody said that already.

  • Thank you, Katie, I'll say thank you so much to everybody who has organized JSConf, it

  • is unreal to be up on stage.

  • I can hear my voice echo.

  • That makes it sound like I'm in a stadium, that's so cool.

  • My name is Salem, if you know about the cat, and my pronouns are he/him, and I work at

  • Etsy and we're hiring.

  • This is my very first conference talk, as well, so if you have any feedback for me,

  • please do not withhold it.

  • I would love to hear about it.

  • So.

  • OK, cool I wanted to talk about how we migrated from an in-house system to Webpack and specifically

  • I want to talk about why it took us so long to do that.

  • I work at a team at Etsy called the web platform team.

  • If you've ever worked at a place that has a front-end infrastructure team it's probably

  • very similar.

  • This talk is essentially about how we moved from one build system another, but this doesn't

  • mean I'm going to talk about -- my goal here is to talk about the weird problems that we

  • unearthed and how we fixed them and where all my hair went.

  • [laughter]

  • So this talk is like about five parts.

  • I'm going to first tell you about a little bit about Etsy and our old build system that

  • we called Builda, and then this really weird rolling it out.

  • So that's going to be a fun one, so if the beginning parts are boring, at least stay

  • till the end.

  • So before I get into it, there are two caveats that are worth mentioning, number one, the

  • decisions that we made were true at the time we made them.

  • JavaScript as you all probably know changes very quickly, which is the whole reason that

  • we wanted a really flexible build system in the first place and No. 2, all of the things

  • that I'm going to talk about today are big team efforts.

  • I know a whole lot about how Etsy's front end infrastructure on behalf of my whole team

  • that kind of collectively built and researched all the things that I'm going to talk about

  • today.

  • They kick ass, and I really love working with them.

  • I think Joe is right up there somewhere in the front.

  • That's my teammate Joe.

  • There's also John and Natalia who are not here but they're great to work with.

  • It's hard to tell you about a migration process without giving you a little bit of context.

  • So here it is, this is Etsy's codebase, it's like anyone's codebase at a medium sized company.

  • Some.

  • That is to say, the code that makes Etsy show up in your web browser from the API all the

  • way down to the CSS lives in one.

  • We call our mono repoetsy web, it's worked surprisingly well for us, it has helped us

  • facilitate.

  • One thing that did not scale very well when we moved was the JavaScript part of our codebase.

  • And.

  • So this system is something that we named Builda.

  • For those of you who may not be familiar with JavaScript build systems, a build system is

  • something that takes our files, resolves their dependencies, bundles them together, makes

  • them as small and efficient as possible, and (audio is breaking out).

  • we got to hit play on this part.

  • It's going to be like a carnival game where I have to aim on the screen.

  • Boop?

  • One more time.

  • Yay, there it goes, so when BBuilda was first written, it wasn't this sleek interactive

  • home page that you see here, complete with cool animations and a responsive navigation

  • bar and a really cool branding.

  • It looked more like that.

  • Having one file depend on another was pretty infrequent and when that did happen it was

  • usually for large globally scoped libraries, like JQuery ...

  • Production builds took very little time.

  • At Etsy, this is pretty important.

  • We deploy code dozens of times in a single day and slowing down deployment is something

  • we'd try to avoid at all costs.

  • So developing JavaScript was similarly pretty simple.

  • That's supposed to be me.

  • If we load a page in development that requests some JavaScript, that JavaScript file would

  • be built from our source and sent back inside of one request.

  • To keep track of all the possible files that we might need to request, we kept a list of

  • all of them which we brilliantly called the build list.

  • When we served a file we'd make sure it was in that list somewhere.

  • The build list was used in production then later to determine the entirety of what we

  • needed to build when we deployed [inaudible] in development if a requested file was not

  • the build list we'd respond with some JavaScript that threw us an exception.

  • This ensured that we could essentially build any file we wanted on demand.

  • We used require.js to manage our delinquencies.

  • Maybe you haven't even heard of this because it's a relatively old library but we still

  • used it and it was pretty simple up until we moved to Webpack, that is.

  • We'd follow it down with some of our own code.

  • Require.js then allows our own code to use any style module definitions as you can see

  • here.

  • For some of you this might sound out of the stone age but for us it was pretty cutting

  • edge when we did this.

  • Async ... We defined an array of imports which require

  • then resolve for us.

  • All of our code goes to the body of one of these callbacks where it has access to all

  • of the imports.

  • Builda's job was to make sure that all of the necessary modules were bundled into one

  • JavaScript file so that require.js has access to everything it needed in the browser.

  • At some point, React came along.

  • React is just a library that makes writing large, client-side applications a lot easier.

  • Sometime around 2016, we decided it would be a really good fit for some of our seller

  • tools.

  • Everyone was excited.

  • React, however, strongly relies on a syntax that looks like HTML controversially aligned

  • into JavaScript.

  • If you want to be able to use this syntax, we need to make a build system that it can

  • do more than just build files together.

  • So we used an old version of.

  • (Audio breaking out) So it's a stapler.

  • I added the staples last night.

  • There was one problem with this setup, however, because we built every file only when it was

  • requested rather than when some part of it was edited we had no way of knowing if it

  • had changed or not since the last time it was requested.

  • So we had to rebuild every asset every time we wanted to use it.

  • Transpiling JSX into JavaScript -- so React heavily ended up taking a good bit longer

  • in order to be served.

  • But JSX was new, so few few people felt the pain of long rebuild times in development.

  • Besides, it's just JavaScript, right?

  • We know it didn't last very long.

  • All of these quirks together meant that loading something large, like a single-page app implied

  • rebuilding the entire thing from scratch every time the page reloaded, plus our codebase

  • was only getting bigger, we had over 1,000 separate JavaScript assets to output.

  • React code was use in a lot more places and it started to take the better part of a minute

  • to show up on the page in development which made iterating very, very tedious, on top

  • of this, developers were starting to ask for the ability to use ES6.

  • It felt like a nonstarter for us, React support was difficult to implement and when it worked,

  • it certainly wasn't sustainable.

  • We knew we needed to do something.

  • This is where I've told myself that I'm going to drink water and you all are going to take

  • 15 seconds to introduce yourself to the people next to you so that you don't hear me gulping

  • over the microphone.

  • All right, time's up.

  • I'm going to test all of you later so I hope you all paid attention.

  • OK, I gotta hurry up because I'm already running behind my schedule.

  • (mic is cutting in and out.)

  • Can you hear me OK?

  • >> Can you still hear me OK?

  • All right, awesome.

  • OK, cool.

  • So I drank my water and it is now time for me to talk about the solution to every one

  • of our problems.

  • People started talking around this time about this brand new open source build system, it

  • was called Webpack.

  • You might have heard of it.

  • These are all the GIFs for my entire presentation, they are just right here.

  • All right, any new developer that we hired, asked if we could use Webpack and the internet

  • made it sound like every tech company that used JavaScript also used Webpack.

  • It sounded a lot like Builda in that it built stuff, but it also sounded very different

  • in that it had a robust development experience, it was highly extensible and it had a bunch

  • of built-in performance optimizations for our code.

  • Most of all it was supposed to be very fast, especially for development.

  • So we did a little research.

  • I wanted to point out, this is a fast chicken.

  • [laughter]

  • It's a recurring motif, so keep it in mind.

  • So we did a little bit of research, we evaluated a bunch of alternatives and we decided that

  • going down the path of building our JavaScript with Webpack instead of Builda was the right

  • path.

  • We had two requirements for any new system that we wanted to adopt.

  • Number one, it would have to take care of development builds without too much interacts

  • from developers, one of the nicest things about Builda, you could navigate the entire

  • site without having to worry about how the Builda requirement looked.

  • Etsy deploys code to production dozens of times in a day.

  • If our builds took longer than five minutes, Etsy's deployments would slow down, which

  • is not a good thing for us.

  • So Webpack, what was cool about Webpack for us, well, it's highly configurable.

  • Instead of a build list, Webpack uses a configuration file usually called Webpack.config.

  • From how you'd like to support templates, if any, to what sort of performance optimizations

  • you'd like to make.

  • This oftentimes means really large really scary config files, which isn't always the

  • right idea for small projects.

  • But having something that could adapt and fit to our code was very invaluable.

  • We spent a while writing out a really nice Webpack.config file and also different features

  • that Builda currently supported which at the time included everything from transpiling

  • templates.

  • After spending hours, setting things up just right, we finally got Webpack to build our

  • whole codebase, but it wasn't quite what we expected.

  • It took about a half hour to do.

  • It ate up 20 gigs of our servers' memory and maxed out every single one of its cores.

  • This is a real screenshot.

  • And it had the unclear progress indicator that everyone has come to know and love.

  • [laughter]

  • This made it exceptionally hard to figure out why it was so slow.

  • So we definitely had a lot to learn about improving Webpack's performance but at the

  • end of the day we needed to change a lot about how our codebase worked and how Webpack worked

  • with it if we wanted to use it with Etsy.

  • All right, I'm drinking water again, so tell the person next to you what your text editor

  • of choice is without trying to convince them that yours is the right one.

  • [laughter]

  • OK, how we doing?

  • Good?

  • All right.

  • I gotta hurry up.

  • I am, like I said, not on schedule.

  • I hope the answer was vim, but that's OK if it wasn't.

  • [applause]

  • OK, our first order of business was to get a development workflow that was good.

  • If engineers could develop with Webpack and validate that their code still worked with

  • Builda in production we wouldn't be able to offer new features like ES6 yet since Builda

  • didn't know anything about ES6 transformation.

  • But maybe we could let the engineers have a good time doing it.

  • And so why does Webpack take so long to build.

  • When Webpack first starts it does a complete build of all of your code first.

  • Then it enters watch mode.

  • It kicks off a portion rebuild every time it sees one.

  • This pattern developed to be extremely fast.

  • We figured that the longer builds would probably be much better but if that initial build took

  • a half hour and ate up all of our memory, it wouldn't be all that good.

  • So our codebase was really big and was getting even bigger.

  • So it would have to scale.

  • Well, Webpack makes inferences about your code in the context of your whole project.

  • For example, it is smart enough to group commonly requested modules together so that they can

  • be cast efficiently between pages.

  • It can only make these optimizations if it understands your entire project, not just

  • your individual files.

  • This is good if your project is nicely scoped but it makes a lot less sense in a mono repo.

  • So we started by trying to make Webpack faster and less resource intensive in general, something

  • that's really hard to do both of at the same time.

  • We got a lot of mileage from caching plugins like cache-loader and hard source and allowing

  • modules in parallel but at the end of the day we still had a prohibitively heavy first

  • build time.

  • I can't believe I found this image.

  • It's amazing.

  • We also looked at Webpack's development server.

  • The development server chooses to keep everything in memory.

  • For us this meant that our whole codebase, plus all the transformation information about

  • the whole codebase, plus all of the build files for the whole codebase had to fit in

  • memory.

  • There isn't a way to turn this off without modifying the development servers source code

  • which is actually a really nicely written repository and if you're interested in how

  • these things work, I would totally recommend reading through the source.

  • Even if there was a way to turn this off, it wasn't clear that it would save ourselves

  • from the size of our mono repo over time.

  • One really easy solution was just to make a bunch of different config files for different

  • areas of the codebase and only build the one that was being used at the time.

  • We can make each region be small enough so that memory is reasonable and initial build

  • times are closer to one minute rather than 11.

  • For us this meant splitting our codebase into 11 regions was

  • the right number.

  • Juggling a bunch of configurations just to browser on Etsy on your work machine was not

  • ideal.

  • This meant that we probably needed to write something of our own.

  • So we wrote a thing called Kevin.

  • Kevin is a plugin for the express web server framework.

  • And its only job is to manage a bunch of Webpack instances.

  • Why did we name it Kevin?

  • Look how funny he is.

  • When a request for any file comes in, Kevin determines when Webpack config is responsible

  • for building that file, if any, and then it starts a Webpack instance for that config.

  • Once the compiler is finished, it starts running that code in watch mode rebuilding files as

  • they're edited.

  • If Kevin gets a request for another file in a different config, it does the same thing.

  • If there are too many compilers running, Kevin will shut down that compiler based on a frequency

  • and recency model.

  • This keeps us from building the whole codebase and it has an added benefit of making sure

  • that the codebase has regions of it that are all related to each other.

  • The only extra thing to consider is that really long first build.

  • If a request for a JavaScript file times out after 30 seconds, and starting up the Webpack

  • server takes closer to a minute we're going to end up timing in development for what seems

  • like no reason.

  • Kid in time out.

  • That's a joke.

  • It is modeled after the Domino's Pizza tracker.

  • We also exposed some data about the status of every active compiler so that the overlay

  • is able to monitor the status of its build.

  • Keeps memory usage low and keeps engineers informed about the state of all of their builds

  • without requiring them to manage a build system.

  • With any luck, Kevin will be available as open source software very soon.

  • All right, another water break.

  • In 15 seconds or less, tell a neighbor what you did for adventure day.

  • Go!

  • All right, that is the 15-second warning.

  • Let me really quickly talk about productionizing your code and then that GC bug that I've been

  • waiting for.

  • I want to talk about localization, since there's a lot of other less interesting things that

  • went into getting our code production ready.

  • So at this point development was working.

  • We even started to onboard a handful of developers so they could start giving us feedback, most

  • of which was pretty good.

  • Because we weren't building production code with Builda packet.

  • The benefits of Webpack brought to the development speed were wins in and of themselves.

  • Our next order of business was to get production to have that same speed.

  • There is that chicken again, reminding us that we need to get five-minute production

  • goals.

  • A working development environment meant that we were at least able to successfully build

  • our code.

  • This involved minifying it but more critically it meant localizing all of our assets into

  • 11 different languages.

  • Localization is a little tricky with Webpack.

  • You need to kick off a separate Webpack build.

  • Webpack's localization plugin uses a file that provides localized strings that you provide

  • and.

  • It seems simple enough.

  • Using this method, constant strings can be defined in one file and swapped out between

  • builds without your JavaScript changing.

  • There is an implication here that is a little tricky.

  • Webpack ends up with a different configuration because the plugin needs to be configured

  • differently will for each language.

  • This means that in order to run 11 different languages, you need to run 11 Webpack builds.

  • Again, 34 course, 62 gigs of ram?

  • It's really big.

  • We could maybe run two in parallel and have the resources and get like 8 or 9 minutes

  • for those two builds.

  • But that would still mean that all of our builds would take like an hour.

  • We couldn't just ask for new hardware, let alone

  • a dozen or so of the most powerful computers that we used to have.

  • If we were trying to keep pace with Builda, we were going to have to cheat a little bit.

  • Luckily for us, cheating is OK, because Builda cheats, too.

  • Let me explain what I mean here.

  • Builda doesn't build that code 11 different times.

  • Later, when that Builda's mostly done and it looks like word salad, it goes back through

  • each file, finds those placeholders and swaps them out for actual localized strings in every

  • language.

  • If you speak French, you will know that this is an accurate translation.

  • Compared with Webpack's apparently deprecated international plugin, this seemed like a much

  • faster approach.

  • I actually didn't know this was deprecated at the time I wrote this talk, so like I said,

  • JavaScript changes very quickly.

  • Anyways, we tweaked our plugins and had them insert placeholders, instead.

  • From there, we would do a find and replace.

  • This is actually a lot easier than it sounds.

  • This whole screenshot is essentially all of the code but here are the juicy bits.

  • We're able to take our source code and call dot split on it with our placeholder.

  • Would iterate through the odd indexes and translate them.

  • In case you're curious we get our translations from a separate service that we maintain.

  • This message was actually so fast that we were able to provide localization in development.

  • That's why Kevin has Italian on his forehead.

  • We could do this quick enough by translating things as they were requested, rather than

  • build every file into every language possible.

  • Thanks to this method we were able to get our production builds ready in well under

  • 5 minutes.

  • OK, in 15 seconds or less, tell your neighbor if you can speak more than one language.

  • OK, that is about 15 seconds.

  • Give or take.

  • I heard more than yes or no, so I don't know what you were talking about.

  • For the last part of this talk, let me tell you about that 4 milliseconds that kept us

  • from building this whole thing 3 months earlier than we actually did.

  • So we felt we were ready to try Webpack on code production traffic.

  • We were very excited.

  • A bunch of our end to end tests showed that things were the same.

  • However, build systems are very hard to replace.

  • A new build system has to work in every language in every page in the site like we talked about,

  • but it also has to work on every browser, no mart how old or cutting edge it may be.

  • So what do we want to do?

  • We run an A/B test.

  • A stock photo of an A/B test.

  • We actually ran five separate ones, and they all look pretty good.

  • You can see the important metrics that we checked.

  • And yet, in spite of all this, we had some pretty alarming changes in every one of our

  • browser performance metrics.

  • Every page was running way slower than we expected.

  • Some of our pages are up to 14% slower which is unheard of.

  • In the general view if your site's performance gets worse, so does your site's money.

  • We had to figure out what was going on before we could launch Webpack.

  • Before I go on, let me talk about our client-side metrics very quickly.

  • Many of you probably know this sort of thing, but some of you may not and I hope this is

  • a good refresher.

  • At Etsy we track a lot of things, but two in particular.

  • One is DOMContentLoaded and one is page load.

  • So when the browser parses our HTML it goes through line by line and evals everything

  • one line at a time.

  • It downloads and executes the whole thing before continuing to parse the page.

  • Some things like this image tag will -- here is our JavaScript at the very bottom.

  • Like CSS, JavaScript is downloaded and executed before the browser can continue.

  • Some JavaScript code, like a network request or timeout calls do not block the browser

  • and are added to a list of tasks that the browser can take care of at a later time.

  • Finally it fires the DOM-content loaded event.

  • There it is!

  • Once all of our subresources load -- that is a thing that you can buy on Etsy.com

  • Once all of our subresources load like that image and when the browser has run enough

  • tasks to really take care of it says that the fires the page.

  • Both of these were slower for us, this raised two questions: What is so small, yet so different

  • that we've miss it had?

  • And two, if something is so different, why do people still buy things on Etsy.com so

  • we started investigating or performance monitoring code and we double-checked that we weren't

  • shipping extra code to our clients but both of these things turned up nothing so we decided

  • to investigate how our code was running in the browser.

  • This is a flame graph for the listing page that shows the item for sale on Etsy.

  • The graph shows our code built with Builda.

  • Horizontal axis represents time the every rectangle represents a function call, and

  • everything below that is a subtask related to it.

  • This shows what the browser does when it parses the main JavaScript file on the page.

  • Now, what does Webpack's look like?

  • A lot worse.

  • This is the same file as the previous graph, but it's taking 4 times as long.

  • For kicks, here they are side by side.

  • Clearly Builda is doing a lot less.

  • So this is kind of concerning.

  • So why is this happening?

  • Even if our conversion numbers look good, this big difference may mean that we're missing

  • a performance win.

  • Let's take another look at the whole graph built with Builda.

  • This is roughly the area that we were looking at before.

  • This is where DOMContentLoading fires, this is page load and this is where our JavaScript

  • file was actually getting executed.

  • So zooming in a little bit, that rectangle there is the main body of our JavaScript file.

  • In other words, our performance metrics were not accounting for the time it took to actually

  • run our JavaScript, but rather when that JavaScript was built with Builda.

  • Code built with Webpack did not have this problem.

  • So we no why people were still buying stuff, the same things have happened, but our measurements

  • have moved.

  • So let's look back at our two metrics, specifically at load, and very specifically let's look

  • at the part that say there are no outstanding scripts waiting to be executed.

  • What if the browser was being tricked into ready.

  • Very quick because I know I'm way over time.

  • As ooh reminder, requires a library that Builda was built around.

  • We sent a copy of it to our browsers, where it's responsible for starting up our code.

  • Here's where require.js kicks off our execution and it's wrapped in this next tick function.

  • It looks like it's just a 4ms set time outscore.

  • This isn't a hard and fast time and the browser is totally allowed to push things back a little

  • bit later if it needs.

  • In other words, require.js tells the browser that none of our code needs to run right away.

  • Require.js may do this because it gives the browser a second to finish loading the page

  • before starting any JavaScript.

  • It also might do this because set timeout was a great way to make your performance numbers

  • look good in 2010.

  • So knowing that this was a bug, what did we do?

  • We did not wrap all of our code in set timeout calls.

  • That would make our numbers look better but it wouldn't tell us anything that we needed

  • to D but we did add some new metrics.

  • We added a timer to every one of our top five pages.

  • Here yellow is Webpack and lower is better.

  • Those timers were supposed to measure how long it took for all of our JavaScript to

  • run on those pages.

  • We were very happy with this graph.

  • OK, I'm about done.

  • In conclusion it took us almost a year and a half to move to Webpack.

  • That is a very long time and it's a lot of hair-pulling.

  • At the end of the day, we had a lot to learn about build systems, performance and our own

  • codebase.

  • I felt like there should be a three-point slide thing, but there were so many winnings

  • that we had that it's kind of hard to pick 3.

  • But I tried anyways.

  • Number one, your codebase gets bigger, not smaller.

  • If you're trying to find small performance win, it probably won't last very long.

  • Number 2: Always question what other companies, websites, articles and blogs claim to be best

  • practices.

  • What works well for one person may not always work well everywhere.

  • If we accepted that Webpack's internationalisation plugin was the only option we'd still be waiting

  • for our JavaScript to build.

  • And finally if you can take a risk on a big build project, you absolutely should.

  • We really hated that that metrics bug cost us months of time but we ended up learning

  • so much more about performance, the browser and our code and at the end of the day after

  • almost a year and a half of wild problems and pulling my hair out, Webpack is pretty

  • great software.

  • So that is my talk.

  • If you have any questions, please hit me up on Slack or Twitter.

  • If you like this stuff, my team is hiring and of course, thank you all so very much.

  • [applause]

We Started Using Webpack and it Took a While - Salem Hilal

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我們開始使用Webpack,花了一段時間--薩利姆-希拉勒--2019年美國JSConf。 (We Started Using Webpack and It Took A While - Salem Hilal - JSConf US 2019)

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    林宜悉 發佈於 2021 年 01 月 14 日
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