at

India coronavirus: Why celebrating Covid-19 'success models' is dangerous

Experts tell the BBC that euphoria over success models runs the risk of people becoming complacent.




at

Dateci Voce: Italian women demand voice in Covid-19 fight

Women post selfies demanding more representation in official bodies dealing with Covid-19.




at

Quiz of the Week: What's in a (baby) name for Elon Musk?

How closely have you been paying attention to what's been going on during the past seven days?




at

Magician Roy Horn dies after catching coronavirus

He and his stage partner Siegfried Fischbacher were one of the longest-running acts in Las Vegas.




at

Coronavirus: Russia marks WW2 Victory Day with subdued celebrations

Footage of last year's Red Square military parade play on TV as the pandemic mutes celebrations.




at

Love Bug's creator tracked down to repair shop in Manila

Two decades after the world's first major computer virus, an author finds the perpetrator in Manila.




at

Coronavirus: How does contact tracing work and is my data safe?

Millions in the UK will soon be asked to download an app that helps to limit coronavirus spreading.




at

Covid-19: Investigating the spread of fake coronavirus news

In a joint investigation BBC Click investigates the groups behind fake news about the pandemic.




at

Facebook update crashes TikTok and other rivals

The social network apologised after a software update affects several popular apps on iPhones.




at

Are Object Stores Starting to Look Like Databases?

#300 — April 17, 2020

Read on the Web

Database Weekly

Are Object Stores Starting to Look Like Databases? — Technically, any repository of data could be considered a ‘database’ but now object stores, such as those vast repositories of data sitting behind an S3 API, are beginning to resemble more structured, traditional databases in many ways. This feels a trend and market that will continue to grow in the near future.

Alex Woodie (Datanami)

Event-Reduce: An Algorithm to Optimize Frequently Running Queries — In brief, the idea is that rather than having to re-run queries when data changes on a table, you can basically merge in changes to previous query results. Be sure to check the FAQs.

Daniel Meyer

ACID Transactions in NoSQL? RavenDB Vs MongoDB by Mor Hilai — Where did the stereotype that only relational databases can be fully ACID come from? How did two NoSQL databases, MongoDB & RavenDB, become ACID at the cluster level?

RavenDB sponsor

TerminusDB: A Technical History — We’ve featured it before, but TerminusDB is an open source in-memory graph database built around WOQL (the Web Object Query Language). Here’s an explanation of where it came from and why it exists.

Luke Feeney

Comparing Redis 6's New Multithreaded I/O to ElastiCache and KeyDB — Redis 6 is on the way with threaded I/O being one of the likely new features. KeyDB is a Redis fork whose raison d’etre has been being multithreaded so this comparison may be of interest, though do note that this comes from KeyDB itself.

Ben Schermel (KeyDB)

Intersecting GPS Tracks to Identify Infected Individuals — I’m not a huge fan of COVID-19 related content, but this is a pretty interesting technique with numerous use cases. Essentially it uses PostGIS to identify overlapping paths.

Florian Nadler

Authentication Configuration in PostgreSQL and CockroachDB — In these databases, client authentication can be controlled via a ‘HBA’ (host-based authentication) file.

Raphael ‘kena’ Poss

How MongoDB Enables Machine Learning — If you haven’t played with the popular document-oriented database in a while, you can do quite a few things with it nowadays, including training and using ML algorithms.

Mani Yangkatisal

▶  'We Got that Database', an 'All About that Bass' Parody — This is for fun only! A group of librarians have put together a fun database flavored parody of the rather irritating Meghan Trainor hit ????

Tredyffrin Libraries on YouTube

6 SQL Tricks Every Data Scientist Should Know

Yi Li

Why We Index Everything — Tired of managing indexes to speed up queries? Rockset automatically indexes every field in a row-based store, column-based store, and search index.

Rockset sponsor

Falcon: An Open-Source, Cross Platform SQL Client — Built around Electron and React, this basic client can quickly do chart visualizations of query results and can connect to RedShift, MySQL, PostgreSQL, IBM DB2, Impala, MS SQL, Oracle, SQLite and more.

Plotly

GeoDB: A Persistent Geospatial Database with Geofencing and Google Maps Support — Built using Badger gRPC and the Google Maps API. Track the geolocation of objects across boundaries or in relation to other objects.

Coleman Word

▶️ Get ready for your next role: Pluralsight is free for the entire month of April. Stay Home. Skill Up. #FreeApril — SPONSORED

???? Seen on Twitter..

I think most of us have had this sort of experience with a 'legacy' system before.. ????




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Things that more developers should know about databases

#301 — April 24, 2020

Read on the Web

Database Weekly

'Things I Wished More Developers Knew About Databases' — A Google engineer (whose name may be familiar to those Go developers amongst you) shares 17 insights about databases she’s picked up over the years. I strongly recommend this piece and I identify with lots of the points myself..

Jaana B. Dogan

Lambda Store: A New 'Serverless Redis' Service — This seems a neat idea. Claiming to not be just another Redis cloud service, Lambda Store applies a serverless-style pricing model which opens up a variety of neat use cases for the popular data structure server (serverless caching, for starters). The underlying system appears to be a custom clone of Redis rather than the real deal, however.

Sven Anderson

???? AWS, GCP, & Azure Punch Back at the 2020 Cloud Report — AWS, GCP, & Azure each responded to the Cockroach Labs 2020 Cloud Report with instructions on how to tune their respective clouds for optimal performance.

Cockroach Labs sponsor

How io_uring and eBPF Will Revolutionize Programming in Linux — Even more exciting times are coming for development on Linux thanks to these technologies. A good overview from an engineer at ScyllaDB.

Glauber Costa

kvrocks: An Open Source, RocksDB-based, Redis-compatible Database — You know Redis’s API is good when so many projects continue to implement it for themselves. kvrocks brings the Redis API (with pretty good support) together with the RocksDB persistent key-value store. Written in C++.

Bit Leak

Mireo SpaceTime: An Absurdly Fast Spatiotemporal Database? — The SpaceTime database provides unprecedented analytical tools speed, sometimes outperforming other state-of-the-art solutions by three orders of magnitude.

Miljen Mikić

Cloud GPUs Aimed at Data Scientists — Core Scientific, an AI and cloud infrastructure vendor, is teaming with GPU-accelerated analytics specialist SQream Technologies to deliver a “GPU Cloud for Data Scientists.”

Datanami

An Easy Postgres 12 and pgAdmin 4 Setup with Docker — Docker provides an easy and loosely coupled way to get things set up in a development environment.

Jonathan S. Katz

Why We Index Everything — Tired of constantly managing indexes to speed up queries? Learn about how Rockset automatically indexes every field in a row-based store, column-based store, and search index.

Rockset sponsor

Redis Labs Moving RedisJSON to a New Codebase Written in RustRedisJSON provides a JSON data type to Redis and it’s been ported from C to Rust for better safety and developer experience.

Gavrie Philipson (Redis Labs)

Replicate Multiple Postgres Servers to a Single MongoDB Server using Logical Decoding Output Plugin

David Zhang

xsv: A Fast CSV Command Line Toolkit Written in Rust — Another ‘Swiss Army knife’ for your slightly structured data.

Andrew Gallant

???? Jobs

DevOps Engineer at X-Team (Remote) — Join the most energizing community for developers. Work from anywhere with the world's leading brands.

X-Team

Data Engineer (Remote - USA Only) — Help us architect and design “big data” systems which require queries returning within sub-second response times.

Social Chorus




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Lockdown homeschooling: The parents who have forgotten what they learned at school

Parents have been turning to Google to help them teach the things they’ve forgotten.




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Coronavirus: 'Humiliation' as school meal vouchers fail at till

"We had to leave all our shopping," a mother tells BBC News.




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Coronavirus and climate change a ‘double crisis’

Many activists have had to stop their usual work due to the pandemic. Here's how they're responding.




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How the Covid-19 pandemic is threatening Africa’s wildlife

Park rangers in Africa say the closure of safari tourism is leading to an increase in poaching.




at

VE Day: The Queen addresses the nation

The Queen commemorates the 75th anniversary of VE Day with a televised address to the UK.




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My glamorous life: are you ready to math?

For the past two years, I’ve been publishing a daily work-and-life diary on Basecamp, sharing it with a few friends. This private writing work supplanted the daily public writing I used to do here. In an experiment, I’m publishing yesterday’s diary entry here today: YESTERDAY, Ava and a few of her schoolmates participated in a […]

The post My glamorous life: are you ready to math? appeared first on Zeldman on Web & Interaction Design.






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React v16.9.0 and the Roadmap Update

Today we are releasing React 16.9. It contains several new features, bugfixes, and new deprecation warnings to help prepare for a future major release.

New Deprecations

Renaming Unsafe Lifecycle Methods

Over a year ago, we announced that unsafe lifecycle methods are getting renamed:

  • componentWillMountUNSAFE_componentWillMount
  • componentWillReceivePropsUNSAFE_componentWillReceiveProps
  • componentWillUpdateUNSAFE_componentWillUpdate

React 16.9 does not contain breaking changes, and the old names continue to work in this release. But you will now see a warning when using any of the old names:

As the warning suggests, there are usually better approaches for each of the unsafe methods. However, maybe you don’t have the time to migrate or test these components. In that case, we recommend running a “codemod” script that renames them automatically:

cd your_project
npx react-codemod rename-unsafe-lifecycles

(Note that it says npx, not npm. npx is a utility that comes with Node 6+ by default.)

Running this codemod will replace the old names like componentWillMount with the new names like UNSAFE_componentWillMount:

The new names like UNSAFE_componentWillMount will keep working in both React 16.9 and in React 17.x. However, the new UNSAFE_ prefix will help components with problematic patterns stand out during the code review and debugging sessions. (If you’d like, you can further discourage their use inside your app with the opt-in Strict Mode.)

Note

Learn more about our versioning policy and commitment to stability.

Deprecating javascript: URLs

URLs starting with javascript: are a dangerous attack surface because it’s easy to accidentally include unsanitized output in a tag like <a href> and create a security hole:

const userProfile = {
  website: "javascript: alert('you got hacked')",
};
// This will now warn:
<a href={userProfile.website}>Profile</a>

In React 16.9, this pattern continues to work, but it will log a warning. If you use javascript: URLs for logic, try to use React event handlers instead. (As a last resort, you can circumvent the protection with dangerouslySetInnerHTML, but it is highly discouraged and often leads to security holes.)

In a future major release, React will throw an error if it encounters a javascript: URL.

Deprecating “Factory” Components

Before compiling JavaScript classes with Babel became popular, React had support for a “factory” component that returns an object with a render method:

function FactoryComponent() {
  return { render() { return <div />; } }
}

This pattern is confusing because it looks too much like a function component — but it isn’t one. (A function component would just return the <div /> in the above example.)

This pattern was almost never used in the wild, and supporting it causes React to be slightly larger and slower than necessary. So we are deprecating this pattern in 16.9 and logging a warning if it’s encountered. If you rely on it, adding FactoryComponent.prototype = React.Component.prototype can serve as a workaround. Alternatively, you can convert it to either a class or a function component.

We don’t expect most codebases to be affected by this.

New Features

Async act() for Testing

React 16.8 introduced a new testing utility called act() to help you write tests that better match the browser behavior. For example, multiple state updates inside a single act() get batched. This matches how React already works when handling real browser events, and helps prepare your components for the future in which React will batch updates more often.

However, in 16.8 act() only supported synchronous functions. Sometimes, you might have seen a warning like this in a test but could not easily fix it:

An update to SomeComponent inside a test was not wrapped in act(...).

In React 16.9, act() also accepts asynchronous functions, and you can await its call:

await act(async () => {
  // ...
});

This solves the remaining cases where you couldn’t use act() before, such as when the state update was inside an asynchronous function. As a result, you should be able to fix all the remaining act() warnings in your tests now.

We’ve heard there wasn’t enough information about how to write tests with act(). The new Testing Recipes guide describes common scenarios, and how act() can help you write good tests. These examples use vanilla DOM APIs, but you can also use React Testing Library to reduce the boilerplate code. Many of its methods already use act() internally.

Please let us know on the issue tracker if you bump into any other scenarios where act() doesn’t work well for you, and we’ll try to help.

Performance Measurements with <React.Profiler>

In React 16.5, we introduced a new React Profiler for DevTools that helps find performance bottlenecks in your application. In React 16.9, we are also adding a programmatic way to gather measurements called <React.Profiler>. We expect that most smaller apps won’t use it, but it can be handy to track performance regressions over time in larger apps.

The <Profiler> measures how often a React application renders and what the “cost” of rendering is. Its purpose is to help identify parts of an application that are slow and may benefit from optimizations such as memoization.

A <Profiler> can be added anywhere in a React tree to measure the cost of rendering that part of the tree. It requires two props: an id (string) and an onRender callback (function) which React calls any time a component within the tree “commits” an update.

render(
  <Profiler id="application" onRender={onRenderCallback}>    <App>
      <Navigation {...props} />
      <Main {...props} />
    </App>
  </Profiler>);

To learn more about the Profiler and the parameters passed to the onRender callback, check out the Profiler docs.

Note:

Profiling adds some additional overhead, so it is disabled in the production build.

To opt into production profiling, React provides a special production build with profiling enabled. Read more about how to use this build at fb.me/react-profiling.

Notable Bugfixes

This release contains a few other notable improvements:

  • A crash when calling findDOMNode() inside a <Suspense> tree has been fixed.
  • A memory leak caused by retaining deleted subtrees has been fixed too.
  • An infinite loop caused by setState in useEffect now logs an error. (This is similar to the error you see when you call setState in componentDidUpdate in a class.)

We’re thankful to all the contributors who helped surface and fix these and other issues. You can find the full changelog below.

An Update to the Roadmap

In November 2018, we have posted this roadmap for the 16.x releases:

  • A minor 16.x release with React Hooks (past estimate: Q1 2019)
  • A minor 16.x release with Concurrent Mode (past estimate: Q2 2019)
  • A minor 16.x release with Suspense for Data Fetching (past estimate: mid 2019)

These estimates were too optimistic, and we’ve needed to adjust them.

tldr: We shipped Hooks on time, but we’re regrouping Concurrent Mode and Suspense for Data Fetching into a single release that we intend to release later this year.

In February, we shipped a stable 16.8 release including React Hooks, with React Native support coming a month later. However, we underestimated the follow-up work for this release, including the lint rules, developer tools, examples, and more documentation. This shifted the timeline by a few months.

Now that React Hooks are rolled out, the work on Concurrent Mode and Suspense for Data Fetching is in full swing. The new Facebook website that’s currently in active development is built on top of these features. Testing them with real code helped discover and address many issues before they can affect the open source users. Some of these fixes involved an internal redesign of these features, which has also caused the timeline to slip.

With this new understanding, here’s what we plan to do next.

One Release Instead of Two

Concurrent Mode and Suspense power the new Facebook website that’s in active development, so we are confident that they’re close to a stable state technically. We also now better understand the concrete steps before they are ready for open source adoption.

Originally we thought we would split Concurrent Mode and Suspense for Data Fetching into two releases. We’ve found that this sequencing is confusing to explain because these features are more related than we thought at first. So we plan to release support for both Concurrent Mode and Suspense for Data Fetching in a single combined release instead.

We don’t want to overpromise the release date again. Given that we rely on both of them in production code, we expect to provide a 16.x release with opt-in support for them this year.

An Update on Data Fetching

While React is not opinionated about how you fetch data, the first release of Suspense for Data Fetching will likely focus on integrating with opinionated data fetching libraries. For example, at Facebook we are using upcoming Relay APIs that integrate with Suspense. We will document how other opinionated libraries like Apollo can support a similar integration.

In the first release, we don’t intend to focus on the ad-hoc “fire an HTTP request” solution we used in earlier demos (also known as “React Cache”). However, we expect that both we and the React community will be exploring that space in the months after the initial release.

An Update on Server Rendering

We have started the work on the new Suspense-capable server renderer, but we don’t expect it to be ready for the initial release of Concurrent Mode. This release will, however, provide a temporary solution that lets the existing server renderer emit HTML for Suspense fallbacks immediately, and then render their real content on the client. This is the solution we are currently using at Facebook ourselves until the streaming renderer is ready.

Why Is It Taking So Long?

We’ve shipped the individual pieces leading up to Concurrent Mode as they became stable, including new context API, lazy loading with Suspense, and Hooks. We are also eager to release the other missing parts, but trying them at scale is an important part of the process. The honest answer is that it just took more work than we expected when we started. As always, we appreciate your questions and feedback on Twitter and in our issue tracker.

Installation

React

React v16.9.0 is available on the npm registry.

To install React 16 with Yarn, run:

yarn add react@^16.9.0 react-dom@^16.9.0

To install React 16 with npm, run:

npm install --save react@^16.9.0 react-dom@^16.9.0

We also provide UMD builds of React via a CDN:

<script crossorigin src="https://unpkg.com/react@16/umd/react.production.min.js"></script>
<script crossorigin src="https://unpkg.com/react-dom@16/umd/react-dom.production.min.js"></script>

Refer to the documentation for detailed installation instructions.

Changelog

React

  • Add <React.Profiler> API for gathering performance measurements programmatically. (@bvaughn in #15172)
  • Remove unstable_ConcurrentMode in favor of unstable_createRoot. (@acdlite in #15532)

React DOM

React DOM Server

  • Fix incorrect output for camelCase custom CSS property names. (@bedakb in #16167)

React Test Utilities and Test Renderer




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Building Great User Experiences with Concurrent Mode and Suspense

At React Conf 2019 we announced an experimental release of React that supports Concurrent Mode and Suspense. In this post we’ll introduce best practices for using them that we’ve identified through the process of building the new facebook.com.

This post will be most relevant to people working on data fetching libraries for React.

It shows how to best integrate them with Concurrent Mode and Suspense. The patterns introduced here are based on Relay — our library for building data-driven UIs with GraphQL. However, the ideas in this post apply to other GraphQL clients as well as libraries using REST or other approaches.

This post is aimed at library authors. If you’re primarily an application developer, you might still find some interesting ideas here, but don’t feel like you have to read it in its entirety.

Talk Videos

If you prefer to watch videos, some of the ideas from this blog post have been referenced in several React Conf 2019 presentations:

This post presents a deeper dive on implementing a data fetching library with Suspense.

Putting User Experience First

The React team and community has long placed a deserved emphasis on developer experience: ensuring that React has good error messages, focusing on components as a way to reason locally about app behavior, crafting APIs that are predictable and encourage correct usage by design, etc. But we haven’t provided enough guidance on the best ways to achieve a great user experience in large apps.

For example, the React team has focused on framework performance and providing tools for developers to debug and tune application performance (e.g. React.memo). But we haven’t been as opinionated about the high-level patterns that make the difference between fast, fluid apps and slow, janky ones. We always want to ensure that React remains approachable to new users and supports a variety of use-cases — not every app has to be “blazing” fast. But as a community we can and should aim high. We should make it as easy as possible to build apps that start fast and stay fast, even as they grow in complexity, for users on varying devices and networks around the world.

Concurrent Mode and Suspense are experimental features that can help developers achieve this goal. We first introduced them at JSConf Iceland in 2018, intentionally sharing details very early to give the community time to digest the new concepts and to set the stage for subsequent changes. Since then we’ve completed related work, such as the new Context API and the introduction of Hooks, which are designed in part to help developers naturally write code that is more compatible with Concurrent Mode. But we didn’t want to implement these features and release them without validating that they work. So over the past year, the React, Relay, web infrastructure, and product teams at Facebook have all collaborated closely to build a new version of facebook.com that deeply integrates Concurrent Mode and Suspense to create an experience with a more fluid and app-like feel.

Thanks to this project, we’re more confident than ever that Concurrent Mode and Suspense can make it easier to deliver great, fast user experiences. But doing so requires rethinking how we approach loading code and data for our apps. Effectively all of the data-fetching on the new facebook.com is powered by Relay Hooks — new Hooks-based Relay APIs that integrate with Concurrent Mode and Suspense out of the box.

Relay Hooks — and GraphQL — won’t be for everyone, and that’s ok! Through our work on these APIs we’ve identified a set of more general patterns for using Suspense. Even if Relay isn’t the right fit for you, we think the key patterns we’ve introduced with Relay Hooks can be adapted to other frameworks.

Best Practices for Suspense

It’s tempting to focus only on the total startup time for an app — but it turns out that users’ perception of performance is determined by more than the absolute loading time. For example, when comparing two apps with the same absolute startup time, our research shows that users will generally perceive the one with fewer intermediate loading states and fewer layout changes as having loaded faster. Suspense is a powerful tool for carefully orchestrating an elegant loading sequence with a few, well-defined states that progressively reveal content. But improving perceived performance only goes so far — our apps still shouldn’t take forever to fetch all of their code, data, images, and other assets.

The traditional approach to loading data in React apps involves what we refer to as “fetch-on-render”. First we render a component with a spinner, then fetch data on mount (componentDidMount or useEffect), and finally update to render the resulting data. It’s certainly possible to use this pattern with Suspense: instead of initially rendering a placeholder itself, a component can “suspend” — indicate to React that it isn’t ready yet. This will tell React to find the nearest ancestor <Suspense fallback={<Placeholder/>}>, and render its fallback instead. If you watched earlier Suspense demos this example may feel familiar — it’s how we originally imagined using Suspense for data-fetching.

It turns out that this approach has some limitations. Consider a page that shows a social media post by a user, along with comments on that post. That might be structured as a <Post> component that renders both the post body and a <CommentList> to show the comments. Using the fetch-on-render approach described above to implement this could cause sequential round trips (sometimes referred to as a “waterfall”). First the data for the <Post> component would be fetched and then the data for <CommentList> would be fetched, increasing the time it takes to show the full page.

There’s also another often-overlooked downside to this approach. If <Post> eagerly requires (or imports) the <CommentList> component, our app will have to wait to show the post body while the code for the comments is downloading. We could lazily load <CommentList>, but then that would delay fetching comments data and increase the time to show the full page. How do we resolve this problem without compromising on the user experience?

Render As You Fetch

The fetch-on-render approach is widely used by React apps today and can certainly be used to create great apps. But can we do even better? Let’s step back and consider our goal.

In the above <Post> example, we’d ideally show the more important content — the post body — as early as possible, without negatively impacting the time to show the full page (including comments). Let’s consider the key constraints on any solution and look at how we can achieve them:

  • Showing the more important content (the post body) as early as possible means that we need to load the code and data for the view incrementally. We don’t want to block showing the post body on the code for <CommentList> being downloaded, for example.
  • At the same time we don’t want to increase the time to show the full page including comments. So we need to start loading the code and data for the comments as soon as possible, ideally in parallel with loading the post body.

This might sound difficult to achieve — but these constraints are actually incredibly helpful. They rule out a large number of approaches and spell out a solution for us. This brings us to the key patterns we’ve implemented in Relay Hooks, and that can be adapted to other data-fetching libraries. We’ll look at each one in turn and then see how they add up to achieve our goal of fast, delightful loading experiences:

  1. Parallel data and view trees
  2. Fetch in event handlers
  3. Load data incrementally
  4. Treat code like data

Parallel Data and View Trees

One of the most appealing things about the fetch-on-render pattern is that it colocates what data a component needs with how to render that data. This colocation is great — an example of how it makes sense to group code by concerns and not by technologies. All the issues we saw above were due to when we fetch data in this approach: upon rendering. We need to be able to fetch data before we’ve rendered the component. The only way to achieve that is by extracting the data dependencies into parallel data and view trees.

Here’s how that works in Relay Hooks. Continuing our example of a social media post with body and comments, here’s how we might define it with Relay Hooks:

// Post.js
function Post(props) {
  // Given a reference to some post - `props.post` - *what* data
  // do we need about that post?
  const postData = useFragment(graphql`
    fragment PostData on Post @refetchable(queryName: "PostQuery") {
      author
      title
      # ...  more fields ...
    }
  `, props.post);

  // Now that we have the data, how do we render it?
  return (
    <div>
      <h1>{postData.title}</h1>
      <h2>by {postData.author}</h2>
      {/* more fields  */}
    </div>
  );
}

Although the GraphQL is written within the component, Relay has a build step (Relay Compiler) that extracts these data-dependencies into separate files and aggregates the GraphQL for each view into a single query. So we get the benefit of colocating concerns, while at runtime having parallel data and view trees. Other frameworks could achieve a similar effect by allowing developers to define data-fetching logic in a sibling file (maybe Post.data.js), or perhaps integrate with a bundler to allow defining data dependencies with UI code and automatically extracting it, similar to Relay Compiler.

The key is that regardless of the technology we’re using to load our data — GraphQL, REST, etc — we can separate what data to load from how and when to actually load it. But once we do that, how and when do we fetch our data?

Fetch in Event Handlers

Imagine that we’re about to navigate from a list of a user’s posts to the page for a specific post. We’ll need to download the code for that page — Post.js — and also fetch its data.

Waiting until we render the component has problems as we saw above. The key is to start fetching code and data for a new view in the same event handler that triggers showing that view. We can either fetch the data within our router — if our router supports preloading data for routes — or in the click event on the link that triggered the navigation. It turns out that the React Router folks are already hard at work on building APIs to support preloading data for routes. But other routing frameworks can implement this idea too.

Conceptually, we want every route definition to include two things: what component to render and what data to preload, as a function of the route/url params. Here’s what such a route definition might look like. This example is loosely inspired by React Router’s route definitions and is primarily intended to demonstrate the concept, not a specific API:

// PostRoute.js (GraphQL version)

// Relay generated query for loading Post data
import PostQuery from './__generated__/PostQuery.graphql';

const PostRoute = {
  // a matching expression for which paths to handle
  path: '/post/:id',

  // what component to render for this route
  component: React.lazy(() => import('./Post')),

  // data to load for this route, as function of the route
  // parameters
  prepare: routeParams => {
    // Relay extracts queries from components, allowing us to reference
    // the data dependencies -- data tree -- from outside.
    const postData = preloadQuery(PostQuery, {
      postId: routeParams.id,
    });

    return { postData };
  },
};

export default PostRoute;

Given such a definition, a router can:

  • Match a URL to a route definition.
  • Call the prepare() function to start loading that route’s data. Note that prepare() is synchronous — we don’t wait for the data to be ready, since we want to start rendering more important parts of the view (like the post body) as quickly as possible.
  • Pass the preloaded data to the component. If the component is ready — the React.lazy dynamic import has completed — the component will render and try to access its data. If not, React.lazy will suspend until the code is ready.

This approach can be generalized to other data-fetching solutions. An app that uses REST might define a route like this:

// PostRoute.js (REST version)

// Manually written logic for loading the data for the component
import PostData from './Post.data';

const PostRoute = {
  // a matching expression for which paths to handle
  path: '/post/:id',

  // what component to render for this route
  component: React.lazy(() => import('./Post')),

  // data to load for this route, as function of the route
  // parameters
  prepare: routeParams => {
    const postData = preloadRestEndpoint(
      PostData.endpointUrl, 
      {
        postId: routeParams.id,
      },
    );
    return { postData };
  },
};

export default PostRoute;

This same approach can be employed not just for routing, but in other places where we show content lazily or based on user interaction. For example, a tab component could eagerly load the first tab’s code and data, and then use the same pattern as above to load the code and data for other tabs in the tab-change event handler. A component that displays a modal could preload the code and data for the modal in the click handler that triggers opening the modal, and so on.

Once we’ve implemented the ability to start loading code and data for a view independently, we have the option to go one step further. Consider a <Link to={path} /> component that links to a route. If the user hovers over that link, there’s a reasonable chance they’ll click it. And if they press the mouse down, there’s an even better chance that they’ll complete the click. If we can load code and data for a view after the user clicks, we can also start that work before they click, getting a head start on preparing the view.

Best of all, we can centralize that logic in a few key places — a router or core UI components — and get any performance benefits automatically throughout our app. Of course preloading isn’t always beneficial. It’s something an application would tune based on the user’s device or network speed to avoid eating up user’s data plans. But the pattern here makes it easier to centralize the implementation of preloading and the decision of whether to enable it or not.

Load Data Incrementally

The above patterns — parallel data/view trees and fetching in event handlers — let us start loading all the data for a view earlier. But we still want to be able to show more important parts of the view without waiting for all of our data. At Facebook we’ve implemented support for this in GraphQL and Relay in the form of some new GraphQL directives (annotations that affect how/when data is delivered, but not what data). These new directives, called @defer and @stream, allow us to retrieve data incrementally. For example, consider our <Post> component from above. We want to show the body without waiting for the comments to be ready. We can achieve this with @defer and <Suspense>:

// Post.js
function Post(props) {
  const postData = useFragment(graphql`
    fragment PostData on Post {
      author
      title

      # fetch data for the comments, but don't block on it being ready
      ...CommentList @defer
    }
  `, props.post);

  return (
    <div>
      <h1>{postData.title}</h1>
      <h2>by {postData.author}</h2>
      {/* @defer pairs naturally with <Suspense> to make the UI non-blocking too */}
      <Suspense fallback={<Spinner/>}>
        <CommentList post={postData} />
      </Suspense>
    </div>
  );
}

Here, our GraphQL server will stream back the results, first returning the author and title fields and then returning the comment data when it’s ready. We wrap <CommentList> in a <Suspense> boundary so that we can render the post body before <CommentList> and its data are ready. This same pattern can be applied to other frameworks as well. For example, apps that call a REST API might make parallel requests to fetch the body and comments data for a post to avoid blocking on all the data being ready.

Treat Code Like Data

But there’s one thing that’s still missing. We’ve shown how to preload data for a route — but what about code? The example above cheated a bit and used React.lazy. However, React.lazy is, as the name implies, lazy. It won’t start downloading code until the lazy component is actually rendered — it’s “fetch-on-render” for code!

To solve this, the React team is considering APIs that would allow bundle splitting and eager preloading for code as well. That would allow a user to pass some form of lazy component to a router, and for the router to trigger loading the code alongside its data as early as possible.

Putting It All Together

To recap, achieving a great loading experience means that we need to start loading code and data as early as possible, but without waiting for all of it to be ready. Parallel data and view trees allow us to load the data for a view in parallel with loading the view (code) itself. Fetching in an event handler means we can start loading data as early as possible, and even optimistically preload a view when we have enough confidence that a user will navigate to it. Loading data incrementally allows us to load important data earlier without delaying the fetching of less important data. And treating code as data — and preloading it with similar APIs — allows us to load it earlier too.

Using These Patterns

These patterns aren’t just ideas — we’ve implemented them in Relay Hooks and are using them in production throughout the new facebook.com (which is currently in beta testing). If you’re interested in using or learning more about these patterns, here are some resources:

  • The React Concurrent docs explore how to use Concurrent Mode and Suspense and go into more detail about many of these patterns. It’s a great resource to learn more about the APIs and use-cases they support.
  • The experimental release of Relay Hooks implements the patterns described here.
  • We’ve implemented two similar example apps that demonstrate these concepts:

    • The Relay Hooks example app uses GitHub’s public GraphQL API to implement a simple issue tracker app. It includes nested route support with code and data preloading. The code is fully commented — we encourage cloning the repo, running the app locally, and exploring how it works.
    • We also have a non-GraphQL version of the app that demonstrates how these concepts can be applied to other data-fetching libraries.

While the APIs around Concurrent Mode and Suspense are still experimental, we’re confident that the ideas in this post are proven by practice. However, we understand that Relay and GraphQL aren’t the right fit for everyone. That’s ok! We’re actively exploring how to generalize these patterns to approaches such as REST, and are exploring ideas for a more generic (ie non-GraphQL) API for composing a tree of data dependencies. In the meantime, we’re excited to see what new libraries will emerge that implement the patterns described in this post to make it easier to build great, fast user experiences.




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Workloads, acceleration, and making Postgres better

#353 — April 29, 2020

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Postgres Weekly

7 Things That Could Be Improved in Postgres — As 1990s dance pop group D:Ream sang in 1994, Things Can Only Get Better.. including Postgres ???? Luckily these are all ‘nice to have’s but I dare say we’ll see some of them (such as automatic tuning and auto-vacuuming improvements) appear over time.

Kaarel Moppel

How The Citus Distributed Query Executor Adapts to a Postgres Workload — Citus is the popular extension for horizontally scaling Postgres and its query executor has seen some huge updates lately.

Citus Data (Microsoft)

eBook: The Most Important Events to Monitor in Your Postgres Logs — In this pganalyze eBook, we are looking at the Top 6 Postgres log events for monitoring query performance and preventing downtime.

pganalyze sponsor

Swarm64 DA 4.0: A Database Acceleration Extension for Postgres — Swarm64 started life as a FPGA-driven way to accelerate Postgres performance, but can now work without FPGAs too. This is not a free product but if you want to give it a run, there’s a trial or it can be spun up from the AWS Marketplace.

Yana Krasteva

Postgres Performance Goalposts — An interesting heuristic from Bruce here on what to do if you expect your connections, queries, or write queries to be above/below certain levels.

Bruce Momjian

A Tale of Password Authentication Methods in Postgres“Let’s say you want to implement a password authentication method in a client/server protocol..” Here’s the story of how Postgres came up with its approaches.

Peter Eisentraut

How to Set application_name When Using psql — As Craig says: “Setting your application name in Postgres is SO USEFUL. It will help a lot for debugging when you’ve got multiple different apps/services connecting to the same database.”

Denish Patel

How to Upgrade Postgres from v11 to v12 on Ubuntu 20.04 — Now that Ubuntu 20.04 is out, this might be on your mind!

Paolo Melchiorre

Working with Amazon Aurora PostgreSQL: What Happened to the Stats? — Apparently there’s a bug with numerous versions of Aurora PostgreSQL that causes certain stats to be lost on restart.

Michael Vitale

Postgres Vision 2020 - Free Online Conference (June 23-24) — Learn how today’s IT leaders are using Postgres. Join from anywhere in the world and listen from 30+ Postgres experts.

EnterpriseDB sponsor

A Deep Dive into PostGIS Nearest Neighbor Search — Take a deep dive into the Postgres and PostGIS internals to find out how K-nearest neighbor accelerates local search.

Martin Davis

My Favorite Postgres Extensions: Part One — A basic high level look at pg_partman and postgres_fdw.

Nawaz Ahmed

Kanel: Generate TypeScript Types from Postgres

Kristian Dupont

Postgres.app: The Easiest Way to Get Started with Postgres on the Mac — I’ve used this for years, it’s super popular, but if there’s just a handful of developers out there who’d benefit from it and don’t know about it, this reminder will be worth it :-) It continues to get very frequent updates.

Jakob Egger, Chris Pastl, and Mattt Thompson

???? Upcoming Events

All in-person events we had listed are cancelled or postponed due to the COVID outbreak, so we're now linking to webinars, livestreams, and similar online events.

If you have any, just hit reply and if it's Postgres related (and either free or not too expensive) we'll include it in a future issue. Just one this week:

  • ???? Postgres Vision 2020 on June 23-24. A full attempt at an online Postgres conference across multiple days with multiple tracks.

???? – requires e-mail address or registration
???? – costs money to participate




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Stimulus Reflex, and sending thanks to Matz

#498 — April 23, 2020

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Ruby Weekly

Credit: Divina Epiphania / Shutterstock.com

Mining for Malicious Ruby Gems: 700+ Gems Affected — Breathe easy as this was all resolved a month ago (and was too obscure to pay off for the hackers anyway) but a security research team recently found over 700 malicious Ruby gems that were subtle typos/adjustments of more popular gems (e.g. atlas-client vs atlas_client – could you tell which one is real?)

Tomislav Maljic

You Can Now Sponsor Matz on GitHub — I appreciate these are challenging times, but if you’ve ever wanted to give a big thank you to Matz, the creator of Ruby, here’s one way to do it. We’re sponsoring Matz now as without him, this newsletter wouldn’t exist! ???? Alternatively, if you have little to spare, maybe send him a thanks on Twitter?

GitHub Sponsors

Ruby Performance Tips — Here’s a collection of practical tips for improving Ruby performance for better user experiences, brought to you by Raygun. Read the tips here.

Raygun sponsor

Full Text Search in Milliseconds with Rails and Postgres — If you’ve never played with full text search with Postgres and Rails, this is a fine place to start. It covers LIKE/ILIKE, trigrams, and ‘proper’ full text searching. We also get to see how Leigh took a query from taking 130ms down to 7ms.

Leigh Halliday

▶  Introduction to Stimulus Reflex — Stimiulus Reflex makes SPA-type interactions very simple by using ActionCable to render pages and then diffing them on the client.

GoRails

Rails Performance: When is Caching the Right Choice? — Before you say “always”, understand that caching is not free and, if done incorrectly, can even make things worse.

Jonathan Miles

???? Jobs

Find a Job Through Vettery — Vettery specializes in tech roles and is completely free for job seekers. Create a profile to get started.

Vettery

Ruby Backend Developer (Austria) — We’re seeking mid-level and senior devs to join us and build top-class backend infrastructure for our adidas apps, used by millions. Our stack includes: jRuby, Sinatra, Sidekiq, MySQL, & MongoDB.

Runtastic

ℹ️ Interested in running a job listing in Ruby Weekly? There's more info here.

???? Articles & Tutorials

How to Customize Webpack in Rails Apps — How to go about configuring webpack when tweaking webpacker.yml just isn’t enough.

Ross Kaffenberger

RSpec Given/When/Then with Symbols — An interesting, alternative way to structure a BDD feature in RSpec. I think I prefer the underscores but YMMV.

Caius Durling

Looking Inside a Ruby Gem — Piotr decomposes a .gem file which turns out to just be a collection of gzipped and tarred files, only some of which are the code.

Piotr Murach

eBook: The Most Important Events to Monitor in Your Postgres Logs — In this eBook, you will learn about the Top 6 Postgres log events for monitoring query performance and preventing downtime.

pganalyze sponsor

Passing Rails Controller Params to SidekiqActionController::Parameters can give Sidekiq issues.

Prathamesh Sonpatki

Catchup Subscriptions with Rails Event Store

Miroslaw Praglowski

Logic-less Ruby Templates with Mustache

David Santangelo

▶  Discussing Ruby for Good with Sean Marcia — Sean talks about founding Ruby For Good (an event about philanthropic Ruby development) and some of the projects it has been responsible for creating.

Ruby Rogues podcast

???? Code and Tools

Impressionist 2.0: A Plugin to Log Impressions in Rails Apps — Impressionist tracks page views and impressions. v2.0 has just dropped but they’re also are looking for new maintainers, so contact them if you want to get involved.

Charlotte Ruby Group

acli 0.3: A Command Line Client for Action Cable — Interesting on two fronts.. first, because it’s an mruby app, and we don’t see many of those, and second, because it lets you play with Action Cable channels in any easier way.

Vladimir Dementyev

Undercover: A Tool to Stop You Shipping Untested Code — It’s like RuboCop but for code coverage rather than code style.

Jan Grodowski

How to Monitor Your Host Metrics Automatically

AppSignal sponsor

Bridgetown: A Modern Ruby (JAMstack) Web Framework — Bridgetown is a new Ruby-based static-site generator based on a fork of Jekyll. It supports plugins and Webpack, so you can use your front-end framework of choice.

Bridgetown

net-ssh 6.0: A Pure Ruby Implementation of the SSH2 Client Protocol — Yes, you can write programs that invoke and interact with processes on remote servers, via SSH2, all in Ruby.

Buck, Fazekas, et al.




at

Caddy 2.0 released, plus a little black hat Go

#311 — May 8, 2020

Unsubscribe  :  Read on the Web

Golang Weekly

Caddy 2: The Go-Powered Web Server with Automatic TLS — After over a year of redesign, Caddy 2 has a new architecture to v1. If you want a new HTTPS server that ‘just works’, Caddy is well worth a look IMO. Its lead creator, Matt Holt, answered lots of questions on this Hacker News thread about the release.

Caddy Web Server

Rek: An Easy HTTP Client for Go — The inspiration here is from Python’s very well known and highly esteemed Requests library.. so the Pythonistas among you might like this!

Luc Perkins

Modern Redis Features with RedisGreen — Online upgrades to the latest Redis 6.0 features, memory mapping, key size tracking, and more.

RedisGreen sponsor

Life Without Line Numbers — There’s a lot of buzz around reducing the size of Go binaries (1.15 does so by ~6%) and here’s another tactic: reduce the precision of the position information. The gain is 2-6%, depending on how far you take it.

Josh Bleecher Snyder

▶  Discussing Black Hat Go“Are you excited to learn about hacking and that?” Got an hour? Roberto Clapis, a security engineer at Google, and Tom Steele, a co-author of Black Hat Go, join the Go Time team to discuss security, penetration testing, and more.

Go Time Podcast

???? Jobs

Enjoy Building Scalable Infrastructure in Go? Stream Is Hiring — Like coding in Go? We do too. Stream is hiring in Amsterdam. Apply now.

Stream

Find a Job Through Vettery — Vettery specializes in tech roles and is completely free for job seekers. Create a profile to get started.

Vettery

???? Articles & Tutorials

Mid-Stack Inlining in Go — Inlining a function can lead to serious performance gains, so why not do it for everything? Well, there are always trade-offs.

Dave Cheney

Asynchronous Preemption in Go 1.14 — How the new preemption implementation works, including the use of a lesser-known signal (SIGURG).

Vincent Blanchon

Why Are My Go Executable Files Larger Than My Source Code? — We built a data visualization tool to find out. Here’s how we built it, and what we learned.

Cockroach Labs sponsor

Accelerating Aggregate MD5 Hashing Up to 800% with AVX512 — The culmination of this work is md5-simd, a Go library that performs such rapid MD5 hashing (when running concurrently). The use cases here are quite restricted but you may appreciate seeing how such things are implemented for any high end SIMD wrangling you need to do one day.

MinIO Blog

▶  A Beginner's Guide to gRPC in Go — There’s a written version of the tutorial if you dislike videos.

TutorialEdge

Four Steps to Daemonize Your Go Programs — Daemons are programs that run as non-interactive background processes (e.g. background job processors, Web servers, database systems).

Ilija Eftimov

Go as a Scripting Language? — There’s plenty of folks that use Go as a scripting language, but there are challenges around REPLs and shebang support. Some of these challenges are being addressed today.

Segio De Simone

???? Code & Tools

UUID 3.3: A Pure Go Implementation of UUIDs — A pure Go implementation of Universally Unique Identifiers (UUID) as defined in RFC-4122 covering versions 1 through 5.

The Go Commune

Reed-Solomon: A Reed-Solomon Erasure Coding Library — A Go port of a Java library built by Backblaze that does Reed Solomon erasure coding (a way to send or store data in a larger form that’s resilient to data loss). Boasts operation of over 1GB/sec per core.

Klaus Post

ko 0.5: Build and Deploy Go Apps on Kubernetes — ko’s objective is to “to make containers invisible infrastructure.” It’s been rapidly maturing in the past few months too.

Google

Monitor the Health and Performance of Your Golang Apps with Datadog APM. Free Trial

Datadog APM sponsor

Tengo 2.2: A Fast Embeddable Script Language for Go — Quite a mature project now and worth a look if you need to add some dynamic scripting to your code.

Daniel Kang

UniPDF 3.7: A Library for Creating and Processing PDF Files — Pure Go, which is neat, but note it’s dual licensed: AGPL for open source, commercial for closed source projects.

UniDoc

Mockery: A Mock Code Generator for Go Interfaces

Vektra

Dynamo: An Expressive DynamoDB Library

Greg Greg

???? Two Fun Side Projects

gasm: An Experimental WASM Virtual Machine for Gophers“I did this just for fun and for learning WASM specification.” Nonetheless, it works with basic examples.

Takeshi Yoneda

thdwb: A Homebrew Web Browser and Rendering Engine — Another experimental, fun learning project. You won’t be using it for your day to day browsing any time soon but projects like this keep the imagination fueled up.

Danilo Fragoso

It'd be quite cool to link to more fun Go experiments and side projects actually, so let us know if you work on any. Bonus points for games, musical, or Web experiences ????




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The rapper's track that sparked a wave of killings

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The volunteer army helping self-isolating neighbours

The coronavirus outbreak has left many feeling trapped indoors, but for some help may not be far away.




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Coronavirus: Here's how you can stop bad information from going viral

Experts are calling on the public to practise ‘information hygiene’ to help stop the spread of falsehoods online.




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Coronavirus: 'Depression feels like my cat is sitting on my chest'

Two young people describe how the coronavirus pandemic and the lockdown have affected their mental health.




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Coronavirus: Love and dating in lockdown

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Coronavirus: what we can learn from the war generation

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Coronavirus: DIY hair shaving and beauty treatments

As hair dye and clippers become the next thing on the stockpile list - we look at how people are managing their hair and beauty.




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From patient to healer: How this woman is saving lives

Women who have overcome depression are running therapy sessions to help others




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Coronavirus: Flower grower donates blooms to key workers

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Bill Gates: Few countries will get 'A-grade' for coronavirus response

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Virus vaccine research 'enormously accelerated'

A vaccine normally takes a decade to develop, but GSK and Sanofi want a viable coronavirus vaccine by the end of next year, GSK chief executive Emma Walmsley says.




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Coronavirus: Should maternity and paternity leave be extended?

A petition calling for maternity leave to be extended due to coronavirus has attracted many signatures.




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Coronavirus: Bread and cake tips from a self-isolating baker

Ray normally runs his family bakery, Rinkoffs, but is currently staying at home with his wife.




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Staging a 'socially distanced' boxing match

Inside the Nicaraguan boxing event that caught the world's attention during the pandemic.




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Coronavirus: Disease meets deforestation at heart of Brazil's Amazon

Coronavirus has overwhelmed Manaus, the Amazon's biggest city, and the worst is yet to come.




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Mexico receives ventilator shipment from US

The 211 machines were purchased from a US firm, Mexico's foreign minister said.




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Coronavirus: São Paulo governor at odds with Bolsonaro

São Paulo Governor João Doria has imposed tough virus curbs, a move slammed by President Bolsonaro.




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Brazil's Amazon: Surge in deforestation as military prepares to deploy

The military is preparing to deploy to the region to try to stop illegal logging and mining.




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Coronavirus: Brazil's outbreak 'threatens Paraguay's success'

Paraguay's president says he has reinforced the border with the worst-hit country in South America.




at

Routing in React Native with Jake Murzy

Jake Murzy has been hard at work creating a new navigational library for React Native over the last couple of months. While React JS has the benefit of the highly-regarded React Router, such a comprehensive routing solution doesn’t exist yet in the React Native community. In fact, React Native’s routing landscape has been in constant upheaval for the last year. The library itself has official three ‘navigators’ for handling decision making on which components to show the user, including ‘NavigatorIOS’, ‘Navigator’, and - more recently - ‘NavigatorExperimental’. The open source community likewise has the packages ‘React Native Router Flux’, ‘React Native Router Native’, and ‘React Native Redux Router’, which of which are in various states of completion, or, more commonly, disrepair.

Jake Murzy has been hard at work creating a new navigational library for React Native over the last couple of months. While React JS has the benefit of the highly-regarded React Router, such a comprehensive routing solution doesn’t exist yet in the React Native community. In fact, React Native’s routing landscape has been in constant upheaval for the last year. The library itself has official three ‘navigators’ for handling decision making on which components to show the user, including ‘NavigatorIOS’, ‘Navigator’, and - more recently - ‘NavigatorExperimental’. The open source community likewise has the packages ‘React Native Router Flux’, ‘React Native Router Native’, and ‘React Native Redux Router’, which of which are in various states of completion, or, more commonly, disrepair.

React Router Native appears to focus on matching the API of the immensely popular React Router package, even going as far as introducing the concept of a URL into React Native, which bucks the notion that only web applications need or deserve a URL.


Today Jake is going to share some of his thoughts about his new library.

Q: Hi Jake! The React Native library contains several navigation solutions and the surrounding ecosystem has multiple routing libraries. What made you decide to make your own?

Hey! Thanks for reaching out. I’ve been eagerly watching what’s happening with navigation on React Native for a while. Until very recently, the whole Navigation scene in React Native was a mess. Navigator was being deprecated in favor of NavigationExperimental and NavigationExperimental wasn’t ready for prime time.

My team was just starting a new project so I tried quite a few of the available solutions. Having successfully used React Router on the web, we were looking for a similar solution. Unfortunately, React Router did not support React Native, and other solutions we found were either very unstable, had a hard time keeping up with upstream changes on each release or the quality of code was quite poor.

NavigationExperimental did most of what we wanted but it was a bit too low level so often times we found ourselves writing navigation related code and you can imagine how this gets tedious fast. The low level nature of NavigationExperimental is really by design to allow abstractions to be built up in higher layers. So to finally answer your question, the project came directly out of my frustration trying to make navigation work on React Native as good as React Router did on the web.

Q: What is the strength of your routing system? Is there any type of app that would be a perfect fit with React Router Native? Conversely, is there any type of app that wouldn’t be a good fit with the library?

The use cases for React Router Native is pretty much the same as NavigationExperimental—which is the only supported navigation library by the React Native team. React Router Native is a very thin layer on top of NavigationExperimental that offers React Router’s mental model in a native app. Under the hood, it uses React Router for routing and NavigationExperimental for rendering user components. This is a very powerful combination that makes URLs possible on mobile.

Most apps do not have deep-linking capabilities because implementing it for each screen in your app is a challenging task. Even within apps, users are often forced to take screenshots to share information. And for many, it’s vital that their apps support deep-linking. For example, Yelp goes as far to show a share prompt when users take screenshots of business listings. React Router Native enables developers to implement deep-linking in their apps without putting forth much effort. This can pave the way for a more connected app ecosystem.

That being said, we’re still in the early days of React Native figuring out the right abstractions. Navigation on mobile is a challenging task, and having different flavors is only healthier as the community weighs the pros and cons of each approach rather than second guessing best-practices. So I’m hoping to get the community involved to shape the direction of the project.

Q: Is React Router Native designed to be used with any of the official Navigation components written by the React Native team?

Absolutely. One of the primary goals of the project is that we follow React’s “learn once, write anywhere” principle. So you can use the community maintained components, interpolators and pan responders from React Native, and everything is highly customizable if you need instruct NavigationExperimental to do fancy transition animations, etc.

Q: The React Router team has somewhat famously rewritten their API several times in the last two years, each time introducing several breaking changes. Do you hope to keep your library at parity with React Router, breaking changes and all? Case in point, the V4 release of React Router will introduce an all-new API.

React Router v4 is a complete rewrite. There was a lot of head-scratching on Twitter over the entire new set of breaking changes. Many people thought v4 should at best have been released under a different name. I’m not sure if I agree with that sentiment though, I understand where it is coming from. React Router v4 is a preview release, and in my opinion, it’s really hard to argue against replacing a foreign API with simple React components. I do hope to keep the library at parity with React Router, and to be honest, v4’s new everything-is-a-component approach makes the integration even easier. So over the next few weeks I’ll be working on v4 support.

Q: If you were new to React Native, which routing solution would you use? Why?

This is a hard one to answer. Eric Vicenti has done a great job on NavigationExperimental and most of the issues have been sorted out by the community over the last few months. So if you’re familiar with Redux concepts and comfortable writing your own reducers to manage navigation state, NavigationExperimental is a great choice.

One that I’m surprised you didn’t mention that deserves more attention is ExNavigation—another fairly new addition to the brewery. It also uses NavigationExperimental and is maintained by Adam Miskiewicz, Brent Vatne and other awesome members of the Exponent community. It feels a bit tied to the Exponent platform, but runs perfectly fine on React Native and is open source. So you’ve got that.

Finally, If you’re just getting started with React Native and all you need is to be able to click a button and have it transition to a different scene but you don’t want it to get in your way when you need to reach in and apply complex navigational patterns, I strongly recommend you take React Router Native for a spin.




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Native's Exponent with Charlie Cheever

React Native continues on a development spree in late 2016. With an ambitious two-week release cycle, the framework makes rapid progress towards feature and performance parity with its native Android and iOS equivalents. At the same time, these quick release periods frequently introduce breaking changes, difficulty with setup, and challenges with basic configuration.

Enter Exponent, a tool that promises easier setup, development, and deployment of React Native applications. Rather than being a replacement for React Native, as it is sometimes confused, Exponent augments React Native by dramatically simplifying the development and deployment processes. Whereas basic setup with an Android environment to develop with React Native can take over an hour by hand, even for experienced engineers, Exponent shortens the time to start to “Hello World” to a handful of minutes.

React Native continues on a development spree in late 2016. With an ambitious two-week release cycle, the framework makes rapid progress towards feature and performance parity with its native Android and iOS equivalents. At the same time, these quick release periods frequently introduce breaking changes, difficulty with setup, and challenges with basic configuration.

Enter Exponent, a tool that promises easier setup, development, and deployment of React Native applications. Rather than being a replacement for React Native, as it is sometimes confused, Exponent augments React Native by dramatically simplifying the development and deployment processes. Whereas basic setup with an Android environment to develop with React Native can take over an hour by hand, even for experienced engineers, Exponent shortens the time to start to “Hello World” to a handful of minutes.

Exponent’s prime feature is revealed as it’s namesake IDE. The Exponent IDE is development platform for not only developing apps to test in their respective environment simulators, but also simplifies testing them on real devices.

One of the cofounders of Exponent, Charlie Cheever, agreed to answer a few questions about Exponent and its purpose in the community.


Hi, Charlie. Congrats on the release of Exponent! One of the toughest aspects of Exponent is understanding what its purpose is. What is the primary goal of Exponent?

Thanks :)

Before I worked on mobile software, I spent about 15 years making websites. When I started working on the Quora iPhone app and Android app, it felt like time traveling back to 1993. So many things to worry about that have nothing to do with the product you want to build.

One thing we’re trying to do with Exponent is making it as easy to develop native mobile apps as it is to make websites, or even easier! I think about how I learned to build software as a kid–making games on my TI-85 and making Hypercard stacks–and I want to make it so that the middle school kids of today can make cool stuff for themselves and their friends.

Basic environment setup of the iOS and Android simulators for developing React Native apps is commonly cited as a headache by new developers. What does Exponent do to alleviate this pain?

The biggest thing that Exponent does is take care of everything related to native code for you. So you don’t need to know Swift/Obj-C/Java or even have Xcode or Android Studio to be able to write React Native apps. You write just JavaScript and Exponent has everything else already setup for you.

Since you don’t write any native code with Exponent, just JavaScript, Exponent has a lot of the most popular native modules built in. Native maps, push notifications, Facebook and Google login, camera and camera roll access, contacts, TouchID, and a native video player are all included among other things. We’re always adding more of these as well. We just added full OpenGL support last week and did a game jam and made some mini games with it and are adding sound soon.

We sometimes talk about Exponent as being like Rails for React Native. You could write a website in Ruby on your own. but Rails sets up a bunch of sensible things right off that bat that work together in a coherent way and we kind of do the same thing for React Native. Exponent includes instant app updating as a default, so you can deploy new code and assets with one command in seconds, even faster than most websites can be deployed.

Even after getting set up with the Android and iOS simulators, testing a React Native app on a real phone can still be a challenge. How does Exponent make it easier to share apps in progress with would-be users?

You can actually open any Exponent project that you’re working on in our development app right away. When you develop with Exponent, you get a URL for your project, and you can open that URL on any phone with the Exponent developer app which you can download from the iOS App Store or Google Play Store. You don’t need to jack your phone into your computer–just open the URL.

Another really cool thing about this is that, if you’re working with someone else, you can just send them the URL and they can open it on their phone as well, even if they are halfway around the world.

We’ve done a bunch of work to make this pretty nice, like having console.log work even if the phone running your code isn’t plugged into your computer. And you can, of course, open your project on the iOS Simulator or an Android Emulator as well if you prefer.

I know you mentioned a lot of people have trouble getting React Native setup on Android especially. With Exponent, every project works on both iOS and Android from the start and you never have to deal with Android Studio, so the process of getting going is much easier.

What type, or genre, of application would be a good fit with React Native and Exponent?

I would actually use React Native for almost any mobile app at this point. Doing development the traditional way (writing Swift/Java/Obj-C code) is just too hard to iterate on when you consider the slowness of the code-compile-copy-run loop and the fact that you have to write your app twice (and then keep it in sync!). The other thing that is an absolutely huge deal here but is sometimes overlooked is the layout engine. It’s much easier to build and change a layout in React Native’s Flexbox than any of the UI libraries that I’ve seen for Java/Swift/Obj-C.

And if you need to do something really intense, like Snapchat live video filters, you can just write your own code as a native module and write the rest of your app in JS.

I would use Exponent for anything I could because it just saves a lot of time and headaches since you don’t need to deal with Android Studio or Xcode. Some people don’t know that you can turn an Exponent project into an app store app for iOS or for Android with just one command.

In general, Exponent will work for you in pretty much every case where just having a mobile website is one of the things that you’re considering. The features are pretty equivalent except that Exponent apps feel like native apps and mobile apps still feel like mobile web apps.

The main reason not to use Exponent is if you have some custom native code that you need that isn’t included with Exponent. The most common reasons that people can’t use Exponent are if they need use Bluetooth or HealthKit or something else low level that isn’t built in to Exponent; or if they need to integrate into an existing project (though we are working right now on a solution that will let you do this).

The exception to all this is games. If you are making a mobile game, Unity is probably the best choice for you. But we did add OpenGL support to Exponent recently and had a game jam and I was surprised at how good some of the entries were, so I think that might change.

TL;DR: For apps that aren’t games, always use React Native (if you need to do something super custom, just do it as a native module). If you can, use Exponent (you can most of the time but check our docs to make sure we’re not missing anything you need).

One aspect of React Native that seems to be undergoing constant flux is its solution for navigation. Between the built in Navigators and open source solutions, do you have any thoughts on an ideal solution for navigation?

Short version: I think you should use Ex-Navigation that Adam Miskiewicz (skevy) and Brent Vatne on our team wrote. Skevy in particular has been thinking about navigation in mobile apps and React Native for a long time. Using Ex-Navigation is definitely a better idea than Navigator or NavigatorIOS.

To make things confusing, there is also NavigatorExperimental (yes, that’s different from Ex-Navigation) and ExNavigator (which was made by James Ide and Ex-Navigation is based on). The good news is that everyone working on these problems got together and decided to merge them all together. I don’t know how long that is going to take but it will probably be released sometime in the next few months under the name React Navigation, and that should unify everyone’s efforts!

There is also this other school of thought where some people like to use the platform-specific native code for navigation which is the approach that the Wix Navigator uses. I have a strong personal view that its preferable to write UI components like this in JS because I actually think you want your app to be the same across iOS and Android (they are both just black rectangles with touch screens!) and JS tends to make your code more composable and customizable.

Use Ex-Navigation and keep an eye out for React Navigation! Use JS instead of native for this UI code!

Given the increasingly fast development and deployment times, handling API setup for dealing with data is becoming a large obstacle to React Native apps. Do you have any thoughts about the use of Backend-As-A-Service solutions like Firebase compared to rolling your own API with Node/Express, Rails, or similar?

I don’t have a strongly held view on this right now. There are so many solutions that fit the use cases of people with different needs. We’re seeing things getting easier and easier in every direction that you look.

If you want to write your own code and you’re using JS, you can use something like Zeit’s new now stuff to deploy essentially instantly. If you want a more general purpose solution, Heroku is also really easy. And then of course there is AWS and Google Cloud, etc.

It’s trivially easy for React Native apps to communicate with essentially any backend that uses HTTP/JSON since fetch and JSON.parse are built-in.

If you don’t want to write any code, it seems like Firebase has become the most popular solution since Parse announced its shutdown. One nice thing about Firebase is that you can use their hosted database stuff with React Native using just JS, which means it works just fine with Exponent. Someone wrote up a guide to how to do this here: https://gist.github.com/sushiisumii/d2fd4ae45498592810390b3e05313e5c

Longer term, it seems like something like GraphQL/Relay should become really popular, but that stuff is too hard to setup and use still to be mainstream just yet. I’m not sure whether it will be GraphQL/Relay maturing and getting revised that wins or something else that is slightly different and easy to think about as a developer that comes and beats it, but directionally, it’s definitely right. We built something like this at Quora and it saved a ton of development time.

I would just use whatever you are most comfortable with – almost anything will work! React Native is really similar to the the web in terms of its client capabilities and so I would just think about a React Native or Exponent app as being mostly like a website.




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The Diverse React Navigation Ecosystem

The routing ecosystem around React and React Native is quite different. One is characterized by a strong incumbent, and the other is plagued by rapid change.

React JS

No question about it, React Router (ReactTraining/react-router) is king here. They have the benefit of several years of active development, along with an active community submitting PR’s, fixes, etc. Supplement that with myriad tutorials and how-to’s and you end up with a well-supported, stable product. To be fair, React Router has suffered some major API upsets, and is nearly the poster-child for javascript fatigue but the maintainers have declared their lasting support for a few specific versions, which means you can plop down with V3 and be good to go for the next 12 to 24 months.

React Native

Ok, this is where things start to get really, really crazy. The most important thing to keep in mind is that the React Native team has produced three navigation helpers: NavigatorIOS, Navigator, and NavigatorExperimental.

  • NavigatorIOS was quickly deprecated, as it was supported only by (you guessed it) IOS.
  • Navigator is the currently endorsed solution for navigation, at least if you are following the official docs. However, its about to be upset by-
  • NavigationExperimental. This is an updated navigator that has learned some lessons from Navigator, and has some solid integration with Redux. ‘Navigator’ is (or was!) sleighted to be deprecated in favor of NavigationExperimental at some point.

Already you have three ‘official’ navigators supported by the React Native team. The big issue with all three of these is that they are somewhat lightweight and don’t include a lot of common navigation situations out of the box, like sidebars, tab bars, headers, etc. To solve that, the community has introduced…

  • React Native Router Flux (aksonov/react-native-router-flux). My personal favorite, this is router is based upon NavigationExperimental. You can imagine that the authors looked at NavigationExperimental, realized that everyone would be writing the same wrapper code around it, and so created this project.
  • React Native Router (t4t5/react-native-router). Haven’t used it, but it is colossally popular.
  • React Router Native (jmurzy/react-router-native). Strives for API conformity with React Router (the above mentioned one). The great approach here is that they bring in the concept of a URL in native apps, where one doesn’t otherwise exist. This is a great approach that simplifies a lot of common routing situations. Of course, there’s one more big solution that is supposedly going to become the standard:
  • React Navigation (react-community/react-navigation). Seen as a solution that will soon be ‘official’ in the community, it is intended to replaced NavigationExperimental. This package is still in active development, so I expect at least a bit of API upset over the coming months. If you want to use official solutions, go with this, if you want a tried and true solution, go with React Native Router Flux.




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Component Kits for React Native

You won’t find as many styling solutions for React Native as you will for React JS. This stems from two simple realities:

  1. React Native is a much smaller target for component libraries than traditional CSS frameworks. In other words, Bootstrap CSS can be used with any web framework, whereas component libraries for React Native only work with…you guessed it…React Native.
  2. Customizing React Native styling isn’t the easiest thing in the world. Many apps demand custom styling, which makes component kits not too useful. In addition, it is challenging to customize each and every component, as the flexibility that you gain with traditional CSS on the web doesn’t carry over easily to component libraries.

With that said, here are a few options.

You won’t find as many styling solutions for React Native as you will for React JS. This stems from two simple realities:

  1. React Native is a much smaller target for component libraries than traditional CSS frameworks. In other words, Bootstrap CSS can be used with any web framework, whereas component libraries for React Native only work with…you guessed it…React Native.
  2. Customizing React Native styling isn’t the easiest thing in the world. Many apps demand custom styling, which makes component kits not too useful. In addition, it is challenging to customize each and every component, as the flexibility that you gain with traditional CSS on the web doesn’t carry over easily to component libraries.

With that said, here are a few options.

NativeBase - Essential cross-platform UI components for React Native

A huge collection of components, most of which look quite nice. That’s the plus side. The down side is that some of the components are somewhat buggy. No offense to the library authors, its just the state of the library - it needs a bit of work. For example, here’s an issue I opened a few days ago when I discovered the swipe deck component crashed when only a single data element was provided: DeskSwiper throws on single element lists · Issue #562 · GeekyAnts/NativeBase. The authors fixed it up awfully fast, but, hey, that’s a bug that seems like it could have been caught earlier.


React Native Elements - react-native-community/react-native-elements

This is my personal favorite. The styling is generally platform agnostic; it won’t look out of place using it on either Android or iOS. Each component has simple customization, the docs are solid, and it comes with a good set of icons. This is a no-brainer.


React Native Material Design - react-native-material-design/react-native-material-design

Another solid choice, but mostly only useful for Android. Again, its a bit unsettling to see material design - traditionally a stable of Android devices - on iOS. Besides that, the docs are still a work in progress, as evidenced by the lack of docs for nearly half of the components. Nonetheless, if you’re looking for a material design solution, this is better than nothing. It is also worth noting that the project looks generally unmaintained.


React Native Material Kit - xinthink/react-native-material-kit

Another material design solution, but much better maintained than React Native Material Design. This one has the added benefit of a nicer customization API for creating your own custom components - see the docs on this. It also has some more dynamic components like progress bars and sliders, which you may not see on other frameworks. Anything that helps save you time to build your app is always a solid benefit.


Do Your Own Styling!

If none of these choices float your boat, you can always learn how to style components from scratch yourself. I have a course on Udemy that will teach you how to make perfectly reusable components for your own projects. Check it out here: The Complete React Native and Redux Course - Udemy




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River Plate 2-2 (4-5 pens) Al Ain (UAE 2018)

Hosts Al Ain secured a place in the final, defeating the South American champions on penalties.




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Kashima Antlers 0-4 River Plate (UAE 2018)

River Plate ended their FIFA Club World Cup UAE 2018 campaign with an emphatic 4-0 victory over AFC Champions League holders Kashima Antlers.