Build a web-based Route Optimization Component that provides users with multiple route options, each scored by both travel efficiency and environmental friendliness. The component should integrate data from several APIs and display a dynamic, interactive map with the following features:
Route Generation & Data Integration:
User Interface:
Real-Time Updates & User Interaction:
Technical Details & Requirements:
Testing & Deployment:
Please build the component using a modern JavaScript framework (e.g., React) and include comments in the code to explain key parts of the integration. The goal is to have a fully functional prototype of the Route Optimization Component that a user can interact with to see multiple routes, with each route being scored and visually displayed with both traffic and environmental data overlays.
I'll create a React-based Route Optimization Component that integrates multiple APIs to provide users with route options scored by travel efficiency and environmental friendliness. Let's break this down into manageable parts and implement the component step by step.
This implementation provides a basic structure for the Route Optimization Component. Here's a breakdown of what we've created:
RouteOptimizationComponent
: The main component that orchestrates the data fetching and rendering of subcomponents.RouteOptionsPanel
: Displays the list of available routes with their scores and information.StreetViewPanel
: Shows the Google Street View for a selected route point.osrm.ts
, tomtom.ts
, aqicn.ts
): Placeholder implementations for fetching route, traffic, and air quality data.scoring.ts
: A utility file with a basic implementation of the composite scoring algorithm.types.ts
: TypeScript definitions for the data structures used in the component.To complete this component and make it fully functional, you'll need to:
Here are some additional steps to consider:
To set up and run the component locally:
Install necessary dependencies:
npm install @react-google-maps/api axios
Create a .env
file to store your API keys:
REACT_APP_GOOGLE_MAPS_API_KEY=your_google_maps_api_key
REACT_APP_TOMTOM_API_KEY=your_tomtom_api_key
REACT_APP_AQICN_API_KEY=your_aqicn_api_key
Use the RouteOptimizationComponent
in your main App component, passing in the necessary props:
<RouteOptimizationComponent
apiKeys={{
googleMaps: process.env.REACT_APP_GOOGLE_MAPS_API_KEY,
tomTom: process.env.REACT_APP_TOMTOM_API_KEY,
aqicn: process.env.REACT_APP_AQICN_API_KEY,
}}
startPoint={{ lat: 40.7128, lng: -74.0060 }}
endPoint={{ lat: 40.7484, lng: -73.9857 }}
/>
Run the development server:
npm start
This implementation provides a solid foundation for the Route Optimization Component. You can now focus on implementing the specific API integrations, refining the UI, and adding more advanced features like dynamic re-routing and user preferences.
22:44:49.203Z Error: The file "/components/StreetViewPanel" cannot be found (imported in "/components/RouteOptimizationComponent"). Make sure the file or alias exists in the correct location.
i am getting this error , help me properly build this application and also where do I need to add the API keys , please guide me
Let's reorganize the project structure and address the error you're encountering. I'll guide you through setting up the project correctly and explain where to add the API keys.
Let's start by creating a new React project using Create React App with TypeScript:
Open your terminal and run:
npx create-react-app route-optimization --template typescript
cd route-optimization
Install the necessary dependencies:
npm install @react-google-maps/api axios
Now, let's structure our project and create the necessary files:
Now, to add the API keys:
.env
:REACT_APP_GOOGLE_MAPS_API_KEY=your_google_maps_api_key
REACT_APP_TOMTOM_API_KEY=your_tomtom_api_key
REACT_APP_AQICN_API_KEY=your_aqicn_api_key
Replace your_google_maps_api_key
, your_tomtom_api_key
, and your_aqicn_api_key
with your actual API keys.
.env
to your .gitignore
file to avoid committing sensitive information:# Add this line to your existing .gitignore
.env
With this structure, your application should now work without the file not found error. The API keys are properly loaded from the environment variables in the App.tsx
file and passed down to the RouteOptimizationComponent
.
To run your application:
npm start
in your terminal.Your React application should now start, and you should see the Route Optimization Component rendered on the page. Remember that you'll need to implement the actual API calls and refine the UI to make it fully functional.