React and Redux helped us keep application state manageable in our probabilistic programming prototypes
For every topic we research at Fast Forward Labs, we create prototypes to show how the technology can be applied to make great products. Finite, stand-alone projects, our prototype web applications are great opportunities to experiment with new front-end tech.
When Aditya, our Data Visualization and Prototyping Intern, started with us this fall, I asked him to get familiar with React and Redux (and Webpack, and ES6 features…) in preparation for future products. Now that he’s experimented with it, we decided to document what has been useful and not so useful in the process.
Grant: First I sent Aditya some helpful resources:
- How to Build a Todo App Using React, Redux, and Immutable.js
- Getting Started with Redux
- React Starter Kit
Fortunately I found the egghead videos by Dan Abramov, which make no assumptions about the learner’s prior knowledge, and explain things like ES6 syntax that might throw off new learners.
Grant: While I later realized it was too much to drop on Aditya all at once, I suggested the sitepoint tutorial as a starting point because I like how it shows how Redux works across an entire React app. Abramov’s Egghead videos are great, but I got impatient with them because I wanted to incorporate Redux into the React app straight away. The sitepoint article helped me figure out how to structure Redux to adapt it into the prototype I was working on – but that was after I had gone through several other tutorials and banged my head against the code in various ways.
Aditya: Eventually, I realized that my confusion had little to do with the tutorials themselves. I really needed to go back and iron out my understanding of React before jumping into Redux. I realized this as I came across Abramov’s You might not need Redux, where he stresses the importance of learning to think in React before attempting to learn Redux. I took a step back to introspect and indeed found that my React knowledge hadn’t really seeped in yet.
When the creator of Redux encourages you to think carefully about whether you need to use it, it’s best to listen to him.
Grant: From the beginning I debated whether to introduce React alone or together with Redux. In retrospect, I should have started with React alone. I was anxious to get Redux in early because adopting it had made my own React development process simpler and more enjoyable. Especially when dealing with APIs (thanks in large part to Soham Kamani’s A simplified approach to calling APIs with Redux), Redux helped me maintain a readily understandable model of what was happening where – versus the spaghetti-ish ComponentDidMount situation I found myself in with React. (Note: You can have a perfectly reasonable set-up without Redux if you structure your React app well, which I’m not convinced I did. The point is, the opinionated structure of Redux was super helpful for developing and maintaining a manageable set-up.)
That’s my rationalization for introducing Redux at the start. But as Aditya points out, it was too many new moving parts at once! Much better to get a handle on React first – and even work with the messiness Redux helps reduce – than have the whole system dropped on you all at once. I knew this in principle, but this process was a good reminder.
Aditya: Thinking in React was a great resource to deepen my understanding. It teaches concepts by showing one the processes used to design a React app: I like this approach because it can be overwhelming to read scores of definitions with no idea how they ultimately interplay to form the grand picture. ‘Thinking in React’ helped me break down the development process into discrete steps that made the fundamental concepts easier to understand.
Take, for example, the concepts of props and states in React. Both were well defined in the standard documentation, but when I started making a simple app on my own, I was a bit confused. What part of my app would be a state? What would be a prop? Should I write the parent component first or begin with the leaves? We might say I knew the words but not the grammar. ‘Thinking in React’ introduced a framework to help think about their code architecture.
I’m very impressed by the React documentation, and it’s still the primary source for most of my React-related questions. As it should be. There are a lot of third-party resources (most behind a paywall) that are so fragmented that learning these technologies can be jarring. Third-party resources should exist, and are even required in the ecosystem, but those who make technology are also responsible for explaining it to users. Kudos to the React community for not only making a great technology but also by giving a damn about good documentation. Providing a great number of examples (whether in codepens or code blocks), a way to quick start ‘hello-world’ programs (such as Create React App), and a way to think about process is key to a good developer experience. It’s no coincidence that libraries, like D3.js and React, that provide that kind of an experience are so successful and widely adopted.
That said, there is definitely work to be done to help people with that learning curve. We touched on some starter materials in this post. One thing we didn’t discuss is the React Starter Pack, which include the Create React App command-line tool. One of the biggest headaches I had in my earlier attempts to get started with React was getting the development environment setup. The pipeline created within Create React App made it much easier to get up and running smoothly.
Even with all the great work being done, it can still be quite overwhelming to jump into. It helps me to read about others’ process and experiences (especially their mistakes and lessons learned). Hopefully this post is helpful to others.
Aditya: I think it’s really important for people building these technologies to start thinking about documentation at a fundamental level. We are facing an avalanche of new technologies everyday and developers need to be mindful that not everyone comes to the table with the same stack or the same level of experience. What a Senior Software Engineer expects from documentation is probably going to differ from that of a college sophomore.
At Fast Forward Labs, we work on cutting edge machine learning technologies, but remain mindful that this radically new ecosystem, where knowledge is concentrated in the hands of a few, can lead to socio-economic inequalities. Lowering barriers to entry is critically important as the technology ecosystem evolves at an increasingly rapid clip.
More from the Blog
Dec 13 2016
Hilary Mason, Fast Forward Labs Founder & CEO, gave a talk at November’s Data Driven NYC Meetup. Check it out to hear our thoughts on: How innovation works in academia, startups, and large enterpriseWhy it often makes sense to build, not buy, AI productsHow to predict that a new AI technology will be impactfulTechnologies we’re excited about, including demos of our prototypes for natura...
Jan 10 2017
by — The start of a new year is an excellent occasion for audacious extrapolation. Based on 2016 developments, what do we expect for 2017? This blog post covers five prominent trends: Deep Learning Beyond Cats, Chat Bots - Take Two, All the News In The World - Turning Text Into Action, The Proliferation of Data Roles, and What Are You Doing to My Data? (1) Deep Learning Beyond Cats In 2012, Goo...
Nov 2 2017
by — We believe in fiction as an important tool for imagining future relationships to technology. In our reports on new technologies we feature short science fiction stories that imagine the possible implications. The following story, influenced by a certain classic Sci-Fi film, appeared in our Interpretability report. For more on interpretability read a video conversation on interpretability, a gui...