Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat: recommendation engine infrastructure #55

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 5 additions & 0 deletions docusaurus.config.js
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,11 @@ module.exports = {
position: 'left',
label: 'Examples'
},
{
to:'/recommendation',
label: 'Recommendation engine',
position: 'left',
},
// {to: '/blog', label: 'Blog', position: 'left'},
{
href: 'https://github.com/crossplatform-dev/crossplatform.dev',
Expand Down
208 changes: 208 additions & 0 deletions src/components/RecommendationWizard.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,208 @@
import React, { useState } from 'react';
import styles from './RecommendationWizard.module.css';
import { questions } from '../data/questions.js';
import { technologies } from '../data/technologies.js';

const State = {
Waiting: 'waiting',
Questioning: 'questioning',
Ended: 'ended',
};

/**
* Based on the user's answers returns a list of technologies
* to look at in order of priority.
*/
const getRecommendations = (selectedTags) => {
const scoredTechnologies = [];
for (const technology of technologies) {
let score = 0;
let add = true;

for (const tag of selectedTags) {
const [feature, deal] = tag.split('-');
const weight = technology.categories[feature];
if ((deal === 'deal' && typeof weight === 'undefined') || weight === 0) {
// A 0 score on a category is a deal breaker
console.log(
`${technology.name} removed because of ${feature} is missing and it's a deal breaker`
);
add = false;
break;
}
score += weight || 0;
}

if (add) {
scoredTechnologies.push({
name: technology.name,
normalizedName: technology.normalizedName,
score,
});
}
}

const sortedTechnologies = scoredTechnologies.sort(
(technologyA, technologyB) => {
if (technologyA.score < technologyB.score) {
return 1;
}
if (technologyA.score == technologyB.score) {
return 0;
}

if (technologyA.score > technologyB.score) {
return -1;
}
}
);
return sortedTechnologies;
};

const FinalRecommendation = ({ restart, selections }) => {
const technologies = getRecommendations(selections);
if (technologies.length === 0) {
return (
<div>
<p>
We could not find any technology that checks all your criteria. Please
try again changing some of the values (like the targetted platforms).
</p>
<button onClick={restart} className="button button--secondary">
Start again!
</button>
</div>
);
}
return (
<div>
<p>
Based on your answers the technologies we think you should investigate
are:
</p>
<ul>
{technologies.map((technology) => {
return (
<li>
<a href={`/docs/${technology.normalizedName}`}>
{technology.name}
</a>
</li>
);
})}
</ul>
<button onClick={restart} className="button button--secondary">
Start again!
</button>

<p>
Doesn't seem right? Open an{' '}
<a href="https://github.com/crossplatform-dev/crossplatform.dev/issues/new">
issue
</a>{' '}
with more details!
</p>
</div>
);
};

/**
*
* @param {QuestioningProps} param0
* @returns
*/
const Questioning = ({ questions, done }) => {
const [question, setQuestion] = useState(questions[0]);
const [remainingQuestions, setRemainingQuestions] = useState(
questions.slice(1)
);
const [selectedTags, setTags] = useState([]);

/**
* Handles the selection changes of inputs in the form to make
* sure their state is updated in the React side.
*/
const handleChange = (e) => {
const { checked, value } = e.target;
if (value === 'none') {
return;
}
const indexOf = selectedTags.indexOf(value);

if (checked) {
if (indexOf === -1) {
setTags([...selectedTags, value]);
}
} else if (indexOf !== -1) {
selectedTags.splice(indexOf, 1);
setTags([...selectedTags]);
}
};

/**
* Updates the user's selection for the current question
* and moves to the next one or the final step.
*/
const handleSubmit = (evt) => {
evt.preventDefault();

if (remainingQuestions.length > 0) {
setQuestion(remainingQuestions[0]);
setRemainingQuestions(remainingQuestions.slice(1));
} else {
done(selectedTags);
}
};

return (
<form onSubmit={handleSubmit}>
<fieldset id="quiz">
<legend>{question.message}</legend>
{question.choices.map((choice) => {
const value = `${choice.value}-${
question.dealBreaker ? 'deal' : 'noDeal'
}`;
return (
<div key={choice.value}>
<input
type={question.type || 'radio'}
id={choice.value}
name="question"
value={value}
onChange={handleChange}
/>
<label htmlFor={choice.value}>{choice.name}</label>
<br />
</div>
);
})}
<button className="button button--secondary">Next</button>
</fieldset>
</form>
);
};

export default function RecommendationWizard() {
const [status, setState] = useState(State.Questioning);
const [selections, setSelections] = useState([]);

const done = (choices) => {
setSelections(choices);
setState(State.Ended);
};

const restart = () => {
setState(State.Questioning);
};

let section;
if (status === State.Waiting) {
section = <Intro setState={setState} />;
} else if (status === State.Questioning) {
section = <Questioning questions={questions} done={done} />;
} else if (status === State.Ended) {
section = <FinalRecommendation restart={restart} selections={selections} />;
}

return <article>{section}</article>;
}
20 changes: 20 additions & 0 deletions src/components/RecommendationWizard.module.css
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
article {
display: flex;
flex-direction: row;
justify-content: center;
margin: 5em;
}

legend {
background-color: #000;
color: #fff;
padding: 3px 6px;
}

button {
margin: 0.5em 0;
}

li {
list-style: none;
}
83 changes: 83 additions & 0 deletions src/data/questions.js
Original file line number Diff line number Diff line change
@@ -0,0 +1,83 @@
// Uses inquirer format (https://www.npmjs.com/package/inquirer#questions)
export const questions = [
{
category: 'platformSupport',
message:
'Does your application need to run on any mobile platform? (Select all that apply)',
type: 'checkbox',
dealBreaker: true,
choices: [
{ name: 'Android', value: 'android' },
{ name: 'iOS', value: 'ios' },
{ name: 'None', value: 'none' },
],
},
{
category: 'platformSupport',
message:
'Does your application need to run on any desktop platform? (Select all that apply)',
type: 'checkbox',
dealBreaker: true,
choices: [
{ name: 'Linux', value: 'linux' },
{ name: 'macOS', value: 'macos' },
{ name: 'Windows', value: 'windows' },
{ name: 'None', value: 'none' },
],
},
{
category: 'visual',
message:
'Do you want your application to have a consistent look across platforms or do you want it to look closer to the Operating System?',
choices: [
{ name: 'Consistent accross platforms', value: 'customUI' },
{ name: 'Match the OS look and feel', value: 'platformUI' },
{ name: 'Indifferent', value: 'none' },
],
},
{
category: 'fieldType',
message:
'Are you going to start a full new application or does it have to integrate with an existing one?',
choices: [
{ name: 'New application', value: 'greenfield' },
{ name: 'Existing application', value: 'brownfield' },
],
},
{
category: 'targetAudience',
message: 'Who will be the main user of your application?',
choices: [
{ name: 'Consumers', value: 'consumers' },
{ name: 'Enterprise users', value: 'enterprise' },
],
},
{
category: 'team',
notes: 'This depends mostly on enterprise users',
message:
'Is the application going to have a team working fulltime in the longterm?',
choices: [
{ name: 'Yes', value: 'longterm' },
{ name: 'No', value: 'shortterm' },
],
},
{
category: 'visual',
message:
"How visually complex or interactions is going to have your app's main view/page?",
choices: [
{ name: 'Simple layout or interactions', value: 'simpleLayout' },
{ name: 'Definitely not simple', value: 'complexLayout' },
],
},
{
category: 'support',
message:
'Do you think you will need to pay for support or would be help from the community be enough?',
choices: [
{ name: 'Paid support', value: 'paidSupport' },
{ name: 'Community', value: 'community' },
],
},
];
Loading