General Intro

Manifold is a tool not directed towards developers or hobbyists, but actual owners of things. It is a platform that owners of IoT things can use to manage their stuff, from phones and smart watches to knives and blenders. Manifold interfaces with the pico engine (you will see later on how it actually does this) and essentially just displays and interacts with the picos on that engine in a way that makes sense in the context of the Internet of Things. For example, owners shouldn't need to know anything about channels, or eci's, or even what a ruleset is. From their point of view, they have a physical thing and want to manage it via Manifold and see that digital representation actually behave the way it should. i.e. a blender should be able to blend things, turn off remotely if it has the capability to do so, and even interact with other things in the kitchen if needed. As another example, you can imagine that I want my air conditioning to turn on as soon as my car is close enough to my house in the summer. An owner would set up that interaction using Manifold, but the technical process of how everything actually works is abstracted away.

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Manifold is a front end single page application (SPA). The pico engine is the backend, supplying information about the IoT things an owner cares about.

Chrome DevTools

We use many different packages in Manifold, which will be explained in the sections below. There are also many different developer tools that have chrome extensions to debug easier. Here are the different extensions we recommend installing to make your life easier:

1. React Developer Tools (This allows you to not inspect the page as html, but as the react components that the page was rendered from)
2. Redux DevTools (This allows you to view the redux store and see the actions dispatched as they happen, as well as seeing how it affects the store from running the reducers)
3. Clear Session (This is useful for quick logout, but was more helpful when we were debugging the login process itself. Now it is more optional)

One important note: Redux DevTools requires a code modification in order to allow the browser to freely view the redux store. The code is located in index.js:

const store = createStore(
  reducers,
  window.__REDUX_DEVTOOLS_EXTENSION__ && window.__REDUX_DEVTOOLS_EXTENSION__(),//this line enables Redux DevTools
  applyMiddleware(promise, sagaMiddleware)
)

CoreUI

To jumpstart our project and avoid having to write everything from scratch, we found a bootstrapped boilerplate project that came with the general look and feel we want for Manifold (minus the functionality of course). CoreUI is a free template for a general use, admin style web app. It comes written using many different options of JavaScript framework libraries, such as React.js, Angular 2+, Vue.js, and Angular. We decided to use React.js to take advantage of React Fiber (React v. 16.0.0), which has high speed and performance. There is no other real reason for why the other options would not have worked, (except Angular 1, which is deprecated). Here is the github repository for CoreUI: https://github.com/coreui/coreui-free-bootstrap-admin-template.

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This wikipedia article is helpful to understand what a framework is. To sum it up, a framework is essentially a library of code that you include in your project. It differs from a normal library, however, because it isn't just a useful tool that your code will call functions on. Rather, it defines the entire structure of how you are going to build your application in the first place. If you are building an app using React.js, you have to think like a React programmer, not a normal javascript developer who is just calling some functions. The same goes for the other popular frameworks out there.

Redux Middleware

Redux middleware is a useful way to add more complex functionality to Redux, and is a more advanced subject. Before reading this section, make sure you understand how redux works. They are especially useful for async actions where we need information from the pico engine. They intercept Redux actions before they hit the reducers, perform some processing, and then finally give the result back to the reducer.

redux-saga

redux-saga is a more complex system to explain, and is out of scope of this page. The simple version is that it allows for complex async actions to happen when we make HTTP calls. In Manifold, we use redux-saga for an exponential backoff implementation that would not be feasible with redux-promise.

redux-promise

redux-promise is a very simple middleware that can handle most simple async actions. It intercepts actions going through the redux store if that action returns an object with the key "payload" whose value is a promise. All redux-promise does is force the promise to resolve before going to the reducer.

Webpack

Webpack is first and foremost a module bundler. What is a module bundler? Essentially, a module bundler tries loading your project from its root file, like index.js. From there, it branches out and looks at all the files that are imported in that file. An import is where a file declares that it needs code from another file. Here's an example:

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