| When dealing with a large number of words in your app's Word Cloud component, rendering them all at once can lead to slow load times and a poor user experience. Instead of showing a loading spinner, we can significantly improve performance and user satisfaction by incrementally loading the words as the user scrolls. This technique ensures that users see the initial set of words immediately, and more words are loaded dynamically as they interact with the app. The ApproachInstead of modifying the Word Cloud component itself, we make changes to its container. By initially rendering a small subset of words and then loading more as the user scrolls, we achieve faster initial load times and a smoother user experience. ImplementationHere’s how you can implement this high-performance approach: - Initial State: Start by setting a state variable to manage the word limit.
- Initial Render: Render the first 50 words to ensure quick display.
- Scroll Event Listener: Listen to scroll events and load more words as the user reaches the bottom of the list.
Step-by-Step CodeState ManagementFirst, set up the state to keep track of the current word limit: const [wordLimit, setWordLimit] = useState(50);
Usage of Word CloudUse the Word Cloud component within a ScrollView and bind the scroll event handler: <ScrollView style={{ flex: 1 }} onScroll={handleScroll}>
<WordCloud data={words.slice(0, wordLimit)} onWordClick={onWordClick} />
</ScrollView>
Implement the handleScroll function to dynamically load more words as the user scrolls: const handleScroll = (event) => {
const offsetY = event.nativeEvent.contentOffset.y;
const contentHeight = event.nativeEvent.contentSize.height;
const viewHeight = event.nativeEvent.layoutMeasurement.height;
// Check if user reached near the bottom
if (offsetY > contentHeight - viewHeight - 100) {
// Increase the number of rendered words by 100
let newLimit = wordLimit + 100;
if (newLimit > words.length) newLimit = words.length;
setWordLimit(newLimit);
}
};
Full Container Component ExampleHere's the full implementation of the container component: import React, { useState } from 'react';
import { ScrollView, NativeSyntheticEvent, NativeScrollEvent } from 'react-native';
import WordCloud from './WordCloud';
const WordCloudContainer = ({ words, onWordClick }) => {
const [wordLimit, setWordLimit] = useState(50);
const handleScroll = (event: NativeSyntheticEvent<NativeScrollEvent>) => {
const offsetY = event.nativeEvent.contentOffset.y;
const contentHeight = event.nativeEvent.contentSize.height;
const viewHeight = event.nativeEvent.layoutMeasurement.height;
// Check if user reached near the bottom
if (offsetY > contentHeight - viewHeight - 100) {
// Increase the number of rendered words by 100
let newLimit = wordLimit + 100;
if (newLimit > words.length) newLimit = words.length;
setWordLimit(newLimit);
}
};
return (
<ScrollView style={{ flex: 1 }} onScroll={handleScroll}>
<WordCloud data={words.slice(0, wordLimit)} onWordClick={onWordClick} />
</ScrollView>
);
};
export default WordCloudContainer;
Benefits- Improved Load Times: Users see the initial set of words immediately, reducing wait times.
- Enhanced User Experience: Smooth, incremental loading keeps users engaged without overwhelming them with long load times.
- Scalability: Efficiently handle large datasets by progressively rendering content.
By implementing incremental loading, you can ensure that your app provides a fast and responsive experience, even when dealing with thousands of words. Try integrating this approach and see the difference in user satisfaction! | 
Refer: https://github.com/bazelbuild/bazel/wiki/Building-with-a-custom-toolchain https://www.tensorflow.org/tutorials/image_recognition
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