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Coinbase’s animated TabBar in React Native

By Jacob Thornton

Introduction to the “TabBar” user experience

You’ve probably used this interaction countless times in your day to day life and not spent much time thinking about it. You see it on things like Instagram, Twitter, Apple Music, AND most recently on the Coinbase prices screen.

It’s a simple tab component, with a scroll-away Header and TabBar that pins to the top of the screen. It allows you to swipe through the different TabViews, and it treats the overall scroll position intelligently (i.e. if you scroll past the Header on one TabView, switching tabs keeps the global header in the same position, irrespective of tab scroll).

However, despite how universal this UX experience has become, behind the scenes it still requires a large lift of complex gestures and state management to get it feeling and performing “just right” for the end user.

At Coinbase we were able to pull this off for our recent React Native rewrite and wanted to share a little bit more about the UX details that went into this interaction, as well as the code needed to make it happen.

Glossary of UX terms

Before we get started, let’s define some terminology that will help us describe the core components needed for pulling off this experience. We also extracted a simple companion example project — which you can use to follow along or help build your own working version of this experience.

  1. Header This is the top typographic lockup on the Screen.
  2. TabBar This is a list of tab buttons. It highlights the active tab and allows you to navigate between each TabView with a tap or swipe.
  3. TabView This is the scrollable tab content. This can be asset cells, tweets, photos, or any other content.
  4. NavBar This is the top screen navigation. You often see this with back arrows or other icons up here as well. But to keep it simple we just have a title.
  5. Screen — The top level container component (root level React component).

Beyond components we will also be referring to the following terms:

  1. Interpolation — Maps input ranges to output ranges, typically using a linear interpolation but also supports easing functions.
  2. FPS — Frames per second.
  3. Bridge Traffic — Messages being sent over React Native’s bridge between its javascript and native layer.
  4. Active TabView — The currently visible TabView.
  5. Inactive TabView — TabViews that are off screen (not currently visible).

Guide to interactions

There are a handful of key interactions that go into making the TabView look and feel organic. Many of these behaviors were identified through studying external implementations like Twitter and Instagram, as well as platform specific applications and specifications like Apple’s HIG and Google’s Material Design.

Here is a list of key interactions (all of which you will find in our sample project on github). Study the gif above to see if you can pick out each of these subtle behaviors.

  1. The NavBar should fade in/out with a timer based animation when the scroll reaches a certain position.
    Many people make the mistake of interpolating the NavBar title opacity based on the page’s scroll position. While this works really well when scrolling slowly, if you scroll more quickly (standard in day-to-day use of applications) you’ll notice the NavBar title will often transition in too abruptly.
    We first noticed this behavior when analyzing Apple Note’s UI, but you’ll see in all of Apple’s native applications (Apple Music, Mail, etc.) that they implement this same fade trigger point.
    The ideal trigger point for this animation is right as the Header title is obstructed by the NavBar.
  2. The Header should slide up and off the screen (beneath the NavBar) on scroll.
    This might seem obvious, but getting this right on React Native can be quite challenging. One important limitation of React Native is that there are no nested scroll surfaces. This has major consequences:
    a. Because TabViews must be independently scrollable (with their own independent scroll positions), the top-level Screen container cannot be scrollable.
    b. Because the top-level Screen container cannot be scrollable, we must simulate the effect that the top of the page is “scrolling” by interpolating the active TabView’s scroll position to a translateY offset for the Header. This transform gives the visual appearance of the Header scrolling with the TabBar and TabViews up and off the page, without actually scrolling the page (more on managing scroll position, and the complexity that comes with that in the implementation details below).
  3. The TabBar should slide up and then pin to the bottom edge of the NavBar.
    Similar to the Header, the TabBar must be slid up the screen using translateY. Unlike with Header, we need to cap the total distance the component can travel up the screen, to give the effect that the tabs are pinned beneath the NavBar.
  4. Once the TabBar is pinned, a bottom border should be faded in to add depth to TabViews sliding beneath it.
    Unlike with the NavBar, the bottom border opacity should be interpolated in direct correlation to the scroll position. The reason we do this is to guarantee that the border is always opaque whenever TabView is passing under TabBar.
  5. TabView should scroll up and pin directly beneath the TabBar, ensuring that anytime you swipe or navigate between TabViews, the header position is always correctly maintained.
    Like TabBar, Tabview should appear visually pinned beneath TabBar. Once pinned, the TabView content should appear to scroll beneath the pinned TabBar.

Implementation

Mobile users are accustomed to smooth and well-designed interfaces that quickly respond to their interactions and provide prompt visual feedback. At Coinbase we use custom tooling to track and measure our fps, aiming to keep key interactions like navigation, gestures, etc. at 60fps. In order to do this in React Native, it’s imperative that we both limit bridge traffic (reducing JS-driven animations) and reduce render cycles (minimally update state/context api).

Performance concerns, coupled with React Native’s limitation around no nested scroll surfaces, means our best option for powering the above interactions is to manage a single, shared Animated.Value (that we call ScrollY).

To populate our Animated.Value we use React Native’s event method and native driver, adding the below snippet to TabView’s onScroll event.

https://medium.com/media/2a0ae563db797cc8dc5149aae7d4805c/href

Note: We update the scrollY event here based on whether a given tab is active. This makes sure there is only ever a single TabView updating scroll positions at any given time.

Now that we have ScrollY management locked in, we can begin to interpolate its value across our different components to achieve the interactions covered above.

  1. The NavBar title should fade in/out with a timer based animation when the scroll reaches a certain position.

Here we set a listener for our scrollY value change. When this value changes, if the scroll distance covered is 60% of the Header (meaning the header has traveled upward beneath the NavBar and 60% of its height is covered by the NavBar), we trigger a 300ms native opacity animation for the NavBar title. Because our Navbar is fixed to the top of the Screen, we don’t have to worry about any complex positioning or offset logic.

https://medium.com/media/b03bdaa8cabefc5d3d1e071fbf119450/href

2. The Header should slide up and off the screen (beneath the NavBar) on scroll.

The React Native interpolation API takes a value that changes over time and interpolates it based on a range of inputs (e.g. 0 to 1) and outputs it to a given range (e.g. 0 to 100). So for example, if we had an Animated.Value updated to 0.3 and ran through the below interpolation, the interpolated output would be 30.

https://medium.com/media/82e9c78f3b8d758d1bfe17655a4583c2/href

With this in mind, let’s consider our Header interpolation.

https://medium.com/media/40670c20d52998e73fab464312887371/href

Here we are interpolating a ScrollY value that should theoretically have an input range of 0 (top of scroll) and our Header height (let’s say 80pt).

There is a bit of nuance here however because of how iOS treats 3 scenarios: pull to refresh, rubberbanding, and overscroll.

Inside our TabView we provide special contentInset and contentOffset patterns for iOS. This allows our “pull to refresh” spinner to correctly pull down beneath our Header (visually at the top of TabView).

Note: We are able to achieve the same affect in a simpler manner on Android by simply applying a paddingTop to our contentContainers style. We are able to get away with this on Android because it doesn’t have overscroll.

https://medium.com/media/d1fdb79252cfd913525359a88dec4465/href

When returning to our Header interpolation, the inputRange used must be different for iOS (to account for the contentOffset). Specifically:

https://medium.com/media/57a13574e2a8e8df33fb7aafe5a4ba19/href

The final thing to note here is that we are interpolating those input values (ScrollOffset to ScrollOffset + Header) to an output range of (0 to negative Header height). And we’re using React’s interpolate “clamp” value to prevent the output value from exceeding outputRange (whereas the default is “extend” which will exceed our outputRange).

The result is that as you scroll TabView the header will be transformed up and off the screen until it is completely hidden (negative Header), and no further.

https://medium.com/media/764cfa006bcc09fb9a7601e0360ee188/href

3. The TabBar should slide up and then pin to the bottom edge of the NavBar.

By default, the TabBar is rendered inside of the react-native-tab-view’s TabView component using { position absolute, top: 0 }, which effectively gives us the visual “pinning” effect.

The trick here is we’re using interpolation to first push the TabView further down the screen then it’s natural render position (unlike we did with our Header component), and then using ScrollY change events to transform it back to it’s natural 0 placement. This is why our output range in the below invocation sets an initial transform of the height of the Header, and translates it up into it’s pinned final pinned position of 0.

https://medium.com/media/60d0d00f7400cb84776e4d26bd26af0e/href

4. Once the TabBar is pinned, a bottom border should be faded in to add depth to TabViews sliding beneath it.

To fade the border in, we set an input range from the top of the Header to the Header + TabBar Height. This ensures that the border doesn’t begin fading in until the header has been scrolled out of view, and that it is completely faded in by the time the TabView children scroll beneath it.

We then interpolate the value to an outputRange of 0 to 1, which is the value range for the opacity property in React Native.

https://medium.com/media/e5f1cf232240e9f45bbeb327fe3ba123/href

5. TabView should slide up and pin directly beneath the TabBar, ensuring that anytime you swipe or navigate between TabViews, the header height is always correctly maintained

This is arguably the most difficult piece of this entire architecture. Relying on a single ScrollY value greatly simplifies the above interpolations, however it becomes problematic as soon as you begin to take into account inactive TabViews. If you aren’t doing something to proactively synchronize inactive scroll views, then navigating between TabViews will display scroll positions at incorrect placements (as the inactive TabViews won’t have compensated for the Header being shown or hidden).

To solve this we must populate the following 4 variables.

  1. index The active tab index, provided by our Tab library react-native-tab view.
https://medium.com/media/642e6f2a681f797c1779a5085d35d225/href

2. tabKey The tab identifier, provided by our Tab library react-native-tab-view and passed down to individual TabView components.

https://medium.com/media/f617a88b0aba8acff3161ae5865be73d/href

3. tabkeyToScrollableChildRef This is a map of tab identifiers to scrollable component refs (TabViews). It will be used later to passively update all inactive TabView scroll offsets.

https://medium.com/media/11a73d9580498507536a79eab592a651/href

4. tabkeyToScrollPosition This is a map of tab identifiers to their local scroll position. It will be used to compare cached scrollPositions to Header offsets to determine if inactive TabViews scroll offsets need to be adjusted.

https://medium.com/media/09b36ccb9b0f66df76cf07a462eff654/href

To begin synchronizing scroll offsets, we first start by populating tabkeyToScrollableChildRef using React’s special ref prop. When you pass a method to the ref prop in React, the incoming method is invoked with a reference to the component. We then take this reference, along with a TabView’s local TabKey reference (passed in by react-native-tab-view), and call up to our trackRef method.

https://medium.com/media/5c94cbbc7561497f9ade1ac3470d606a/href

Next we populate our tabKeyToScrollPosition map by listening in on our global ScrollY value and inferring the activeTab by mapping index to our tabs array. This allows us to know where all of our tabs are scrolled (even inactive tabs) at any given time.

https://medium.com/media/50b937eb46dfe94777413c2be450d5a1/href

The final step to synchronize scroll offsets is to make use of onMomentumScrollEnd and onScrollEndDrag events to invoke a custom method we call syncScrollOffset.

SyncScrollOffset iterates through inactive TabKeys and updates their scroll offsets depending on if the Header is scrolled in or out of view. Doing so will ensure that anytime you swipe or navigate between TabViews, the header height is always correctly maintained.

https://medium.com/media/68bd2a308c4653801afcb118ef7e920c/href

Summary

At Coinbase, we’re spending a lot of time getting these interactions as close to perfect as possible. An important part about our transition away from Native technologies to React Native has been about not only maintaining our quality bar, but raising it. This happens through deep UX investments, our multi-platform design system, and more.

If this type of work interests you, or if you have any questions about the above implementation, please don’t hesitate to reach out and check out our job board — we’re hiring!

And check out our previous posts on our React Native journey such as Onboarding thousands of users with React Native and Optimizing React Native.

This website contains links to third-party websites or other content for information purposes only (“Third-Party Sites”). The Third-Party Sites are not under the control of Coinbase, Inc., and its affiliates (“Coinbase”), and Coinbase is not responsible for the content of any Third-Party Site, including without limitation any link contained in a Third-Party Site, or any changes or updates to a Third-Party Site. Coinbase is not responsible for webcasting or any other form of transmission received from any Third-Party Site. Coinbase is providing these links to you only as a convenience, and the inclusion of any link does not imply endorsement, approval or recommendation by Coinbase of the site or any association with its operators.

All images provided herein are by Coinbase.


Coinbase’s animated TabBar in React Native was originally published in The Coinbase Blog on Medium, where people are continuing the conversation by highlighting and responding to this story.

MicroStrategy completes $3 billion convertible notes offering to buy more Bitcoin

Announcing Coinbase’s successful transition to React Native

By Harry Tormey

As of January 2021, the Coinbase iOS and Android apps have transitioned away from native development to React Native, and all mobile engineers are now collaborating in a single codebase. The transition from native to React Native did not happen overnight, and in the interest of helping those contemplating such a decision, we want to tell the story of how we got here. Specifically, we want to share our deliberate and methodical process of testing and observing results, then upping the stakes with increasingly more impactful trials, as this approach was critical to the migration’s success.

To put the impact of this technological shift in perspective, Coinbase provides financial services to 56 million users and generated $1.8 billion in revenue in Q1 2021 alone. Regressions in features or lackluster performance could have serious implications for our customers and our business.

The size of our native codebases was also notable. Migrating to React Native meant reimplementing over 200 screens, many of which contained substantial business logic. The transition also involved retraining our 30+ native engineers while continuing to make progress building new features and sunsetting our legacy apps. There were many moving pieces, but we were able to deliver significant product performance improvements at each stage of the migration.

When Coinbase was founded in 2012, it only had a website — we began our mobile program in 2013. The first iOS and Android apps we released were native, written in Objective-C and Java, respectively.

By 2017, we had a small team of Android and iOS engineers working on these apps, but despite our best efforts, we were having a hard time scaling. Over the course of that year, we were only able to hire half as many mobile engineers as web engineers. Furthermore, while web engineers saw notable productivity gains, the average mobile engineer’s velocity remained stagnant. As our scaling efforts continued to yield disappointing results into 2018, it became increasingly clear that we needed to increase our rate of growth and speed of iteration on mobile platforms.

A change in strategy was needed, so we decided to take a step back and think about how we build products from a first-principles perspective. At Coinbase, major features are built and maintained by cross-functional teams, typically consisting of 2 backend engineers and 2 frontend engineers for each supported platform (web, iOS, and Android). This structure required a large number of engineers to maintain a single vertical of our product. It also meant that engineers were somewhat siloed from other engineers working on the same platform, making it difficult to coordinate larger, systemic changes.

Thinking from this perspective led us to ask the question: What if we could reduce a healthy feature team from 8 — with each client engineering pair being isolated on a separate platform — to 5 engineers — where multiple client engineers could work across all three platforms.

We hypothesized that this could dramatically reduce our overall staffing requirements, improve our team’s effectiveness, and increase the connectedness of engineers on our client platforms. At the same time, we also believed that gaining efficiency couldn’t be the only goal; any technology change we made also had to deliver improved quality and performance for our customers. This line of thinking led us to start looking at different cross-platform technologies.

At this stage, we already had a well-functioning web engineering platform, which was built on React. After exploring a number of different cross-platform technology platforms, we decided that React Native would be the best choice for us. It leveraged a technology stack we already knew and offered a clear path to even further consolidation across both mobile and web.

Once we had reached alignment with regard to the technology platform, we created a plan to gradually explore it across our product surfaces. We wanted to de-risk the migration by starting with lower-stakes areas, then gradually increase scope and impact as we developed competence and confidence. After a few months of preliminary research, we landed on a 3-part strategy:

  • Start with a greenfield exploration. We decided that the first place to experiment with React Native was a fully greenfield environment, where we could evaluate the technology without the complexity of native <> React Native integrations. From a frontend perspective, Pro was our most performance-intensive and complex product, and users had been asking for a mobile app for some time. It seemed like a perfect candidate for our explorations. If React Native could handle the Pro mobile app’s requirements — which involved technically challenging aspects like real-time price and depth charts — we would have a high degree of confidence that it could satisfy the needs of our other products. The project would also allow us to also allow us to assess developer velocity and be sure that we could cross train our web engineers to be effective React Native engineers.
  • Explore what a brownfield rewrite would look like. The next area we decided to explore was a brownfield integration, where we would incorporate React Native into an existing native app. We set out to rebuild our onboarding flows with React Native, then share them between the Pro mobile app (React Native) and the main Coinbase iOS and Android apps (both native). Coinbase currently supports over 100 countries, and because different jurisdictions have different regulatory requirements, our sign-up experience needs to be dynamic — adapting to each user’s location and identity profile. These flows were some of the oldest, most complex parts of our mobile apps; even incremental changes could be expensive to implement. With the launch of a standalone Pro product, reimplementing them twice would have been extremely expensive so we saw the opportunity here to both explore React Native in a brownfield environment and create a shared onboarding flow between the two apps.
  • Building on lessons learnt developing these greenfield and brownfield solutions, execute a complete rewrite of our core product. If we were successful in the first two stages, we hypothesized we could execute a complete rewrite of the main Coinbase app in React Native. When we initially created the strategy, we weren’t sure whether this rewrite would be an incremental brownfield rewrite (where we rewrote screens gradually) or a greenfield rewrite (where we started from scratch). We left this implementation detail open to what we learned from our first two phases.

With our long-term strategy in place, we got started with the Pro mobile app. After 6 months of building, the Pro mobile app was released in October 2019 and exceeded our expectations. We saw positive business results, built a good understanding of performance challenges (and solutions) on the platform, and began to fully appreciate the step function change in developer productivity possible with React Native. It also showed us that web engineers could become effective React Native developers in a relatively short period of time.

Encouraged by our success with the Pro mobile apps, we started phase 2 — a brownfield rewrite of our onboarding flows. The project started in mid-2019 and shipped 6 months later, once again meeting the goals we set for quality and business metrics. Because the onboarding module was written in React Native, it was able to be shared between the Coinbase and the Pro mobile apps.

While the outcome of the onboarding rewrite was undoubtedly positive, the brownfield approach did have its challenges. For example, each change to the onboarding module would require rebuilding a package with native bindings, then rebuilding native apps using the shared module to manually test. This could be a particularly frustrating process for engineers who only had web or native experience, as iterating on the shared code potentially required an understanding of all three platforms. Furthermore, because developing this way could be even more time-consuming than fully native development, it left some engineers — both web and native — wondering why we were bothering with React Native at all.

If you’ve read Airbnb’s excellent Sunsetting React Native article, these challenges may sound familiar. We spent many hours speaking with engineers from Airbnb and trying to learn from their experiences. We’re grateful to the team for sharing the details of their journey, as the information was invaluable in deciding the best path for Coinbase. One of our key takeaways was that the brownfield approach seemed to be core to many of the challenges they faced. While the idea of incrementally migrating is at first glance appealing — leveraging the benefits of React native for new features without the upfront cost of a full rewrite — it introduces significant technical and cultural migration risk over the long term.

With these observations as a backdrop, and two successful projects under our belt, we had the confidence to move forward with replatforming the primary Coinbase mobile app. We decided that:

  1. We would rewrite Android first. We believed Android would be the more difficult of the two platforms and felt that if we could get it right from a quality, performance, and velocity perspective, we’d have a clear path to rolling out on iOS as a fast-follow. Building Android first also allowed us to continue full-steam ahead on native iOS in parallel, ensuring that our customers continued to see experience improvements as we worked on the rewrite.
  2. We would do a fully greenfield rewrite, rather than taking a brownfield / piecemeal approach. Based on our own experiences (with Pro and the onboarding module) and lessons learned from companies like Airbnb, we concluded that brownfield projects increased complexity, introduced risk of getting “stuck” in an in-between state, and created space for prolonged cultural disagreements between engineers on different platforms.

Given the velocity we had seen so far with React Native, we estimated that we could execute a full rewrite of our product in 6 months. We also felt that the upside of having a unified platform at the end of that rewrite outweighed the cost in the event that we ultimately decided to scrap the project. We began replatforming the Android app in March 2020 and delivered the fully rewritten Android application almost exactly 6 months later. We rolled out the rewrite as an experiment and measured results, which showed positive impact across the key metrics we targeted.

With a positive result on Android, we then decided to move forward with replatforming the Coinbase iOS app. We spent the next quarter “catching up” on key features the iOS team had built in parallel to the Android rewrite. We then rolled out the new React Native code base to our iOS customers as an experiment and completed that rollout in late January 2021. Similar to Android, we saw positive impact across the key metrics we targeted. With the launch of React Native on iOS, we had completed the full migration of our product to this new technology platform.

In the middle of 2020, we had roughly seven Android engineers and 18 iOS engineers working on the Coinbase mobile apps. As of today Coinbase’s React Native repo has 113 contributors, including a large number of web engineers, who previously would have been unable to contribute on mobile. We’ve also seen positive results with cross-training our native mobile engineering talent, with little attrition as a result of the technology change. Engineers from both iOS and Android backgrounds are now making high-impact contributions.

Our teams have also begun to structure themselves as we anticipated in 2018, with a unified client team that works across three platforms. Currently, these client teams are not fully fungible across web and mobile, but we’re getting there. And we believe that the transition to React Native is only step one in our path to creating a single, unified, client platform for all Coinbase applications.

We’re now down from 3 to 2 application platforms — React Native and React Web — but we’d like to get down to 1.5, and we have an ambitious roadmap in 2021 to do so. We’re building a cross-platform design system, a universal data layer based on GraphQL, and the foundations needed to converge web and mobile tooling. We imagine a world where engineers can ship a feature across our web and mobile apps with minimal context switching, reinvesting the gains in effectiveness in the quality of our apps.

From idea to final rollout on iOS, we spent two years of gradual exploration, experimentation, and execution. We also believe that we are still at the beginning of what we can accomplish with this unified client platform. A condensed timeline of our research and milestones can be seen below:

2018–12: An engineer shares a proposal for Coinbase to explore the possibilities of React Native as a mobile platform

2019–03: Members from the Coinbase team investigate several technical directions for cross-platform and decide to move forward with React Native

2019–04: Engineering on the Coinbase Pro mobile application begins

2019–07: Engineering on the Unified Mobile Onboarding begins

2019–10: The Coinbase Pro Mobile app is released to the App Store

2019–11: Unified Mobile Onboarding ships on Coinbase.com and Pro

2020–03: We begin the full rewrite of our Coinbase Android application

2020–07: All Android and iOS engineers at Coinbase have the option to go through an in-house training program to ramp up on React Native

2020–10: The rewritten Coinbase app launches on Android and Coinbase commits to replatforming the Coinbase.com iOS app

2021–01: The Coinbase iOS app is rolled out to 100% of our users

In the coming months, we will be publishing more about our experience replatforming a mobile app that is used by over 56 million users around the world. We will be publishing articles that explore the technical challenges of React Native and the lessons we learned along the way. We hope that our app can be a great reference for anyone considering building products at scale using React Native.

If you’re interested in developing React Native technologies and building an open financial system, consider our open roles and apply for a position.

This website contains links to third-party websites or other content for information purposes only (“Third-Party Sites”). The Third-Party Sites are not under the control of Coinbase, Inc., and its affiliates (“Coinbase”), and Coinbase is not responsible for the content of any Third-Party Site, including without limitation any link contained in a Third-Party Site, or any changes or updates to a Third-Party Site. Coinbase is not responsible for webcasting or any other form of transmission received from any Third-Party Site. Coinbase is providing these links to you only as a convenience, and the inclusion of any link does not imply endorsement, approval or recommendation by Coinbase of the site or any association with its operators.

*This information is based on information available to Coinbase as of the date of this release and is subject to the completion of its quarterly financial closing procedures and review by the Coinbase’s independent registered public accounting firm.

All images provided herein are by Coinbase.


Announcing Coinbase’s successful transition to React Native was originally published in The Coinbase Blog on Medium, where people are continuing the conversation by highlighting and responding to this story.

MicroStrategy completes $3 billion convertible notes offering to buy more Bitcoin