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Some may argue that empowering purely functional language will help us reduce the side effects inside of the applications even further compared to an imperative language like TypeScript. I completely agree with this, and I am a big fan of Elm and ClojureScript myself. However, our team needs to scale .

our team needs to scale

Given the current demand of software engineers on the market it is hard to find suitable specialists. We’d be limiting the circle of possible candidates even further if I set the requirements “experience in Elm and ClojureScript”.

We found the golden mean between purity and scalable team in redux with TypeScript. Redux helps us with the predictable state management and TypeScript helps us with type checking and easier refactoring. Owning a single instance of the domain objects is a problem which could be solved with the identity map pattern. It can be easily integrated in redux, given that our entire state is represented as a directed-acyclic graph.

Talking about team…

As mentioned, the team will scale. The level of experience of the team members will differ. This means that multiple developers with different level of expertise need to work together on the same project. In a typical scenario, most junior team members will be unfamiliar with the functional paradigm. However, this should not drag the project down by making them unproductive. In order to help them get started easier with the project we can provide a high-level abstractions which makes them feel they are using something that they are already familiar with. Such abstraction can make them feel building a typical MVC application.

multiple developers with different level of expertise

The layered diagram below shows the core modules of the architecture we stopped on:

The top layer includes the UI components that the user is going to directly interact with, for instance, dialogs, forms, etc.

UI components

The facade below the UI components’ layer represents “a set of objects that provide a simplified interface to a larger body of code”. Basically, the main purpose of this layer is to provide a set of classes that allow us to trigger application specific actions that will augment the reducers’ calls, and forward actions to async services . The reducers and the state from the diagram above are the exact same components known from the redux pattern.

facade async services

From now on, for simplicity lets call our facades models . For instance, if we are developing a game, inside of our GameComponent we will use the GameModel which abstracts the store mutation, as well as the async services .

models

Another core role of the facades is to forward the actions used by the reducers to a set of async services . Once a given action is being triggered, it will be passed to a set of async services which will handle it. On higher-level the models look exactly like Active Record because they are mediators between the UI and the data layer. However, note that the model delegates the business logic to the reducers, and the communication with external services to the AsyncService s .

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