For A/B testing in React apps, this module offers a React context and provider. It determines which variant should be rendered to the user based on user IDs and variant weights, enabling feature rollouts and controlled experiments.
- ExperimentContext: A React context with a setter to update the active variant that is currently in use.
- ExperimentProvider: A provider component that gives the context access to the active variant by calculating it using the user ID and variant weights.
You can copy the files directly or include them in your module bundler or package manager setup to incorporate this A/B testing module into your project.
npm install slowclap-react-library
To use ExperimentProvider and ExperimentContext, wrap your component hierarchy with ExperimentProvider and pass the userId and variants as props.
import { ExperimentProvider, Variant } from 'slowclap-react-library';
const App = () => {
const userId = 'abc12'; // should be dynamically determined
const variants = [
{ name: 'RedButton', weight: 50 },
{ name: 'BlueButton', weight: 50 },
];
return (
<>
<h1>Experiment</h1>
<ExperimentProvider userId={userId} variants={variants}>
<Variant name="RedButton">
<button style={{ backgroundColor: 'red' }}>Ok</button>
</Variant>
<Variant name="BlueButton">
<button style={{ backgroundColor: 'blue' }}>Ok</button>
</Variant>
</ExperimentProvider>
</>
);
};
export default App;Based on the context, we can determine the value of the selected variant and utilize the set method to manually adjust it.
import { useContext } from "react";
import { ExperimentContext } from "slowclap-react-library";
export const TestComponent: React.FC = () => {
const experimentInfo = useContext(ExperimentContext);
console.log(experimentInfo);
//returns the value of the chosen variant and method which allow us to manually change the variant
return <div>Some test component</div>;
};