Want to embed a tweet? Just paste the URL into a new link block on Tumblr. Or you can use the Share feature in other apps, like Twitter itself, to send the tweet URL to the Tumblr app.
You’ll get a perfect little screenshot of the tweet. You don’t have to flap your device around to help the image develop, but nobody is going to stop you.
John Bunting talks about different services Tumblr has built and how their architecture helps them be fault tolerant as they continue to grow.
John Bunting talks about different services Tumblr has built and how their architecture helps them be fault tolerant as they continue to grow.
You are looking at a Tumblr post, so you love GIFs. You are reading an engineering post, so you love bits. Have you ever wanted to know how Tumblr turns these bits into GIFs? Thanks to QCon, you can watch cyborg hacker codingjester talk about how its done.
One of the Core Web team’s goals at Tumblr is to reduce the number of runtime issues that we see in our React codebase. To help move some of those issues from runtime to compile time, I evaluated the two leading type systems, Flow and TypeScript, to see if they could give us more type safety. I did a bit of background reading about the differences between Flow and TypeScript to see what the community had to say about them.
This post claims that Flow and TypeScript are similar enough that you should choose whichever of them is easier to integrate with your other tools. For Angular development, it recommends using TypeScript; for React, Flow.
This post outlines the author’s experience with using Flow in a React codebase. It advocates switching from Flow to TypeScript because of Flow’s unhelpful error messages, bad tooling, and propensity to spread untyped code. It also claims that most of the type annotations are able to be shared between Flow and TypeScript with only minor changes.
This slideshow shows many differences around the philosophies and goals of TypeScript and Flow, and it gives detailed explanations in the differences between the two type systems. It explains IDE support and how to get access to third-party type definitions.
Lack of Consensus
It seems like many people have differing opinions about which type system is better for a React codebase. Because there wasn’t a broad consensus across the community, I decided to get some first-hand experience with each of these tools to see which one would be most practical and helpful for use at Tumblr.
For the most part, Flow and TypeScript are basically interchangeable. I was able to reuse most of the source code between both projects with only minor changes. Here are some examples of changes I needed to make to get my TypeScript code working with Flow:
Flow requires that types are imported using import type where TypeScript re-uses import.
Some generic type constraints are different in redux’s type declarations between Flow and TypeScript, so I dropped the generic constraint for Flow.
Types cannot have the same name as constants, so I had to rename a few small things (see below).
Testing
After I got the project prepared I set up the following situations to see which tool performed better. These are my assumptions of the most common situations in which a type checker will help when writing React code on a day-to-day basis.
Handling an Unnecessary Case in a Switch
TypeScript
TypeScript realizes that 'not_real' is not a possible case for the switch.
Flow
Flow does not detect any issue.
Declaring Variables with Same Name as Type
TypeScript
TypeScript allows types to have the same name as constants, and it allows Command-clicking on the types to see their declarations.
Flow
Flow requires types and constants to have different names. In this case, I needed to rename the type to INCREMENT_ENTHUSIASM_T to appease Flow’s type checker.
Returning Incorrect Type from Function
TypeScript
[ts]
Type '{ enthusiasmLevel: string; languageName: string; }' is not assignable to type 'StoreState'.
Types of property 'enthusiasmLevel' are incompatible.
Type 'string' is not assignable to type 'number'.
Flow 0.52
[flow] object literal (This type is incompatible with the expected return type of object type Property `enthusiasmLevel` is incompatible:)
Flow 0.53
[flow] property `enthusiasmLevel` of StoreState (Property not found in number) [flow] property `languageName` of StoreState (Property not found in number)
Missing Required Props When Instantiating a Component
TypeScript
TypeScript shows the error at the site where the properties are missing with the error:
[ts] Type '{}' is not assignable to type 'IntrinsicAttributes & Props'. Type '{}' is not assignable to type 'Props'. Property 'name' is missing in type '{}'.
Flow
Flow shows the error within the component where the property will be used, with no way to discover which call site is missing a property. This can be very confusing in codebases that have lots of reusable components. Flow displays this error:
[flow] property `name` of Props (Property not found in props of React element `Hello`)
Code Safety
TypeScript
TypeScript allows enforcing full type coverage on .ts files with the noImplicitAny flag in the tsconfig.
Flow
Flow provides a code coverage plugin so that you can see which lines are implicitly not typed.
Other Considerations
Flow has the most React community support and tooling, so there is much more documentation about how to get Flow and React working together. TypeScript is more popular with Angular developers. Choosing TypeScript may be breaking from community standards, so we may have more issues that don’t have a simple answer on Google.
Conclusion
I concluded that we should use TypeScript because it seems easier to work with. My experience seems to line up with this blog post. It has better error messages to debug type issues and its integration with VSCode makes coding more pleasant and transparent. If this ends up being the wrong choice later on, our codebase will be portable to Flow with some minor changes.
Shortly after arriving at this conclusion, Flow 0.53 was released and a blog post on Medium published touting it’s “even better support for React”. However, after running through the test cases above, I only found one case where Flow had improved its error messaging. TypeScript still seems like the more reliable, easier to use solution.
One distinguishing feature of Automattic’s work culture is a team rotation, through which an individual can move from one team to another. A rotation can happen for a few reasons: to “try out” a new role and gain new skills, to backfill an understaffed team, or to cultivate cross-pollination and diversity across the company. Some rotations are several months long, while others may turn into a permanent team switch.
Tumblr, which is part of Automattic, is currently hiring data scientists and search engineers and machine learning engineers. Thanks to this system of rotations, last year we were able to fill a few of these positions, on the Tumblr Core Data Science team, internally. This team contributes to Tumblr recommendation systems, discovery feeds, targeted push notifications, user-interest profiling, and computational advertisement. Team members work on designing, developing, and maintaining large-scale machine learning algorithms, data pipelines, and backend services to connect users with the content they love. Our data infrastructure is built on top of open source big data frameworks such as Apache Spark and Scalding, orchestrated by Apache Airflow and with a PHP backend layer.
In this post, Adam and Vicki, two Automatticians who experienced a rotation onto the team, tell us about their work in data, their rotations, and being part of Automattic.
Once again it was Hack Week (more than just a day!) at Tumblr!
This is getting repetitive in the best way. A couple of times per year
we slow down our normal work and spend a week working on scratching a
personal itch or features we want as user and see how far we can get
with our hacks. One thing from the last Hack Week in September made it all the way to a new experiment out to some testers: Tumblr Patio!
Here are some of the projects that got built for our most recent Hack
Week in January. Some of these things you may also end up seeing on the
site…
Spoiler text, spoiler blocks, and centered text!
This one is so obvious and amazing, it’s wild we don’t already have
it. For Hack Week, Katie added the ability to select text in a paragraph
to be hidden behind a wall of black that can be revealed with a tap.
This can be super useful to hide spoilers. And even better: whole
spoiler blocks. And while we’re here, the ability to center text!
A plethora of new default blog avatars
We haven’t updated our default avatars in several years. (Some of you may remember this one
from 10+ years ago.) They’re feeling a bit stale to us, so why not
update them? And while we’re at it… make a ton more variations! Paul
from the Tumblr Design team came up with a suite of new default avatars,
using our latest Tumblr color palette. Here’s a look at some of them, but there are actually many dozens more using different colors:
Notifications and emails about engagement on your posts
This one is for the folks on Tumblr who love numbers and their Activity
page. Daniel, @jesseatblr, and the Feeds & Machine Learning team
worked on some new notifications and emails we could send out to people
about how their posts have been doing lately on the platform, such as
how many views they’ve gotten, and by how many people. We already have
this available (and more) when you Blaze a post, but why not open it up
to more people? It’s really useful to the folks who use Tumblr to help
build an audience for their work!
A new way of navigating the web: the Command Palette
Some apps we use a lot have a “command palette” accessible via a
keyboard shortcut for quick keyboard-driven access to different parts of
the platform. For example, Slack and Discord have Command + K to access
their quick switchers to hop around conversations. What if Tumblr had
one? Kelly and Paul built one! Press Command/Control + K on Tumblr and
you can use your keyboard to jump to your blog, Activity, your recent
conversations, search, dozens of places!
As always, stay tuned to the @changes blog to see if any of these hacks make it on Tumblr for real!
Once again it was Hack Week (more than just a day!) at Tumblr! A couple of times per year we slow down our normal work and spend a week working on scratching a personal itch or features we want as user and see how far we can get with our hacks. One thing from the last Hack Day in March made it all the way to production: redesigning how direct messaging looks on Tumblr! Pretty cool!
Here are some of the projects that got made for this most recent Hack Week in September. Some of these things you may also end up seeing on the site…
Tumblr Patio
Maybe this will look familiar to you, but we love this idea of being able to organize Tumblr feeds into many “columns” side-by-side, creating a very dense but lively view of Tumblr. Lenny, Kelly, and Paul hacked this together, and we’re pretty excited to see where it’ll go. Each column can be a different feed on Tumblr, like For You, Following, your Activity, a specific blog, a search, Trending, even a Collection, so many possibilities!
Tumblr Booths
Meanwhile, a separate team of @autoplanes, Katie, @lex, Shaun, and Eve dug into the idea of selling digital and physical goods through blogs on Tumblr, leveraging our sibling platform WooCommerce! Blogs could put whatever they’d like for sale here, and have a dedicated space for it. We know there are so many amazing artists and artisans here who could use this to more easily sell their creations on Tumblr!
Avatar Frames/Hats
This one is a golden oldie, it keeps coming back hack day after hack day, and each time it gets even better. Santi and Maxime hacked together some example avatar “frames” and “hats” that folks on Tumblr could purchase for their blog. Maybe eventually people could create these and sell them or gift them to each other!
As always, stay tuned to the @changes blog to see if any of these hacks make it on Tumblr for real!
It was Hack Week (more than just a day!) once again at Tumblr! A couple of times per year we slow down our normal work and spend a week working on whatever we want and see how far we can get with our hacks. The main star of the last Hack Week was the “Summon crab!” button, and we loved it so much that we rolled it out not just for April Fools this year, but we made it our first gift-able widget in TumblrMart!
Here are some of the projects that got made for this most recent Hack Week in September. Some of these things you may also end up seeing on the site…
Tumbeast Digital Pet
Ben worked on adding our friendly server room Tumbeasts to Tumblr as a cute little digital pet. You can feed them and play with them, and they poop and get unhappy and need tending, of course. Who wouldn’t want one of these to take care of every day on Tumblr, forever and ever?
Tumblr Blaze on TumblrMart
@adalpari added Tumblr Blaze as a gift-able item in TumblrMart, which would allow folks to buy Blaze “credits” for other people. Perfect for those times you see an amazing post on Tumblr that definitely deserves to be spread around, and you don’t mind throwing some money at letting that person have a chance to spread it via Blaze!
User Account Switcher
@yi5h hacked together an account switcher for the web, so that folks can log in to more than one Tumblr account and easily switch back and forth between them. Super handy if you have one account for your roleplaying character, and another for your Star Trek fandom discussions. Very useful!
Tumblr Collections
On web as well, João made a version of an idea that’s floated around many times, the idea of being able to organize posts on Tumblr into “collections” that can be named and shared. I think everyone would very much enjoy having a collection called “waves” that’s just soothing GIFs of ocean waves.
As always, stay tuned to the @changes blog to see if any of these hacks make it on Tumblr for real!
It was Hack Week (more than just a day!) once again at Tumblr! A couple of times per year we grind everything to a halt and spend a week working on whatever we want and see how far we can get with our hacks. Since last time, we’ve launched the ability to have a Discord => Tumblr integration, we’re close to launching Twitch embed support, and custom logos are now possible in the mobile apps! And from a previous Hack Day, we’ve launched “Timestamps Everywhere” on web, and we’re working on rolling it out to the mobile apps very soon!
Here are some of the projects that got made for this last Hack Week. Some of these things you may also end up seeing on the site…
Interacting as a Sideblog/Secondary blog
@designpatternpirate put together a proof of concept for switching to a sideblog/secondary blog when liking or replying to posts. Using this hack, you’d be able to switch which of your blogs you’re “acting as” when hitting the like button or when replying to a post, to start. You’d even have separate Likes pages for each blog!
“One Year Ago” Dashboard Feed
André hacked together a feed which shows a portal backwards in time, to what the blogs you’re following were posting a year ago today:
Moving Android notification settings
On Android, Omar moved all of our notification settings out of the Tumblr app and into the Android OS level notifications settings view, like other apps do:
“Time for crab!” 🦀
@superchlorine hacked together a delightful button for the dashboard that summons crabs which scuttle across the page, and even comment on what they’re traipsing over:
As always, stay tuned to the @changes blog to see if any of these hacks make it on Tumblr for real!
It was Hack Day once again at Tumblr! A couple of times per year we grind everything to a halt and spend 24 hours working on whatever we want and see how far we can get with our hacks. Here are some of the projects that got made for Hack Day! Some of these things you may end up seeing on the site…
Twitch Embeds
Wesley hacked together the ability to post Twitch streams to Tumblr! These can be live streams or clips.
Tumblr to Discord
@cyle put together a very simple webhook integration between Tumblr and Discord so you can send events about your blog to a Discord server:
Custom Tumblr logos on mobile
@mlu, @dakotairene, and friends hacked together the ability for us to put custom Tumblr logos in the mobile apps’ dashboard tab bar, like we do on the web!
Tumblr Time Machine
Lucila constructed an elaborate Tumblr Time Machine, so you can filter search results to a specific year:
Stay tuned to the @changes blog to see if any of these hacks make it on Tumblr for real!
At Tumblr, we’re always looking for new ways to improve the performance of the site. This means things like adding caching to heavily used codepaths, testing out new CDN configurations, or upgrading underlying software.
Recently, in a cross-team effort, we upgraded our full web server fleet from PHP 5 to PHP 7. The whole upgrade was a fun project with some very cool results, so we wanted to share it with you.
Timeline
It all started as a hackday project in the fall of 2015. @oli and @trav got Tumblr running on one of the PHP 7 release candidates. At this point in time, quite a few PHP extensions did not have support for version 7 yet, but there were unofficial forks floating around with (very) experimental support. Nevertheless, it actually ran!
This spring, things were starting to get more stable and we decided it was time to start looking in to upgrading more closely. One of the first things we did was package the new version up so that installation would be easy and consistent. In parallel, we ported our in-house PHP extensions to the new version so everything would be ready and available from the get-go.
A small script was written that would upgrade (or downgrade) a developer’s server. Then, during the late spring and the summer, tests were run (more on this below), PHP package builds iterated on and performance measured and evaluated. As things stabilized we started roping in more developers to do their day-to-day work on PHP 7-enabled machines.
Finally, in the end of August we felt confident in our testing and rolled PHP 7 out to a small percentage of our production servers. Two weeks later, after incrementally ramping up, every server responding to user requests was updated!
Testing
When doing upgrades like this it’s of course very important to test everything to make sure that the code behaves in the same way, and we had a couple of approaches to this.
Phan. In this project, we used it to find code in our codebase that would be incompatible with PHP 7. It made it very easy to find the low-hanging fruit and fix those issues.
We also have a suite of unit and integration tests that helped a lot in identifying what wasn’t working the way it used to. And since normal development continued alongside this project, we needed to make sure no new code was added that wasn’t PHP 7-proof, so we set up our CI tasks to run all tests on both PHP 5 and PHP 7.
Results
So at the end of this rollout, what were the final results? Well, two things stand out as big improvements for us; performance and language features.
Performance
When we rolled PHP 7 out to the first batch of servers we obviously kept a very close eye at the various graphs we have to make sure things are running smoothly. As we mentioned above, we were looking for performance improvements, but the real-world result was striking. Almost immediately saw the latency drop by half, and the CPU load on the servers decrease at least 50%, often more. Not only were our servers serving pages twice as fast, they were doing it using half the amount of CPU resources.
These are graphs from one of the servers that handle our API. As you can see, the latency dropped to less than half, and the load average at peak is now lower than it’s previous lowest point!
Language features
PHP 7 also brings a lot of fun new features that can make the life of the developers at Tumblr a bit easier. Some highlights are:
Scalar type hints: PHP has historically been fairly poor for type safety, PHP 7 introduces scalar type hints which ensures values passed around conform to specific types (string, bool, int, float, etc).
Return type declarations: Now, with PHP 7, functions can have explicit return types that the language will enforce. This reduces the need for some boilerplate code and manually checking the return values from functions.
Anonymous classes: Much like anonymous functions (closures), anonymous classes are constructed at runtime and can simulate a class, conforming to interfaces and even extending other classes. These are great for utility objects like logging classes and useful in unit tests.
Various security & performance enhancements across the board.