javascript - 谁能帮我将 Axios JSON 响应中的数据移动到 Chart js 折线图上的绘图点?
问题描述
我正在构建一个 React 应用程序,其中包含一个折线图,表示从某个时间点到现在的数据记录时间线。我正在使用 JS 库 Chart js。特别是“react-chartjs-2”插件。我正在使用以下 API 的“/历史/全部”路径:
[ https://corona.lmao.ninja/docs/?urls.primaryName=version%202.0.0#/][1]
我成功地从 Axios GET 请求中检索到响应。但是,当涉及到我一直在遵循以构建应用程序的实现时,返回给我的 JSON 的结构让我感到困惑。我有很多脚手架,但我正在努力将数据从 GET 请求函数获取到折线图。
数据按以下结构发送:
{
"cases": {
"3/21/20": 304507,
"3/22/20": 336953,
"3/23/20": 378231,
"3/24/20": 418041,
"3/25/20": 467653,
"3/26/20": 529591,
"3/27/20": 593291,
"3/28/20": 660693,
"3/29/20": 720140,
"3/30/20": 782389,
"3/31/20": 857487,
"4/1/20": 932605,
"4/2/20": 1013466,
"4/3/20": 1095917,
"4/4/20": 1176060,
"4/5/20": 1249754,
"4/6/20": 1321481,
"4/7/20": 1396476,
"4/8/20": 1480202,
"4/9/20": 1565278,
"4/10/20": 1657526,
"4/11/20": 1735650,
"4/12/20": 1834721,
"4/13/20": 1904838,
"4/14/20": 1976191,
"4/15/20": 2056054,
"4/16/20": 2152437,
"4/17/20": 2240190,
"4/18/20": 2317758,
"4/19/20": 2401378
},
"deaths": {
"3/21/20": 12973,
"3/22/20": 14651,
"3/23/20": 16505,
"3/24/20": 18625,
"3/25/20": 21181,
"3/26/20": 23970,
"3/27/20": 27198,
"3/28/20": 30652,
"3/29/20": 33925,
"3/30/20": 37582,
"3/31/20": 42107,
"4/1/20": 47180,
"4/2/20": 52983,
"4/3/20": 58787,
"4/4/20": 64606,
"4/5/20": 69374,
"4/6/20": 74565,
"4/7/20": 81937,
"4/8/20": 88338,
"4/9/20": 95521,
"4/10/20": 102525,
"4/11/20": 108502,
"4/12/20": 114090,
"4/13/20": 119481,
"4/14/20": 125983,
"4/15/20": 134176,
"4/16/20": 143800,
"4/17/20": 153821,
"4/18/20": 159509,
"4/19/20": 165043
},
"recovered": {
"3/21/20": 91682,
"3/22/20": 97889,
"3/23/20": 98341,
"3/24/20": 107890,
"3/25/20": 113604,
"3/26/20": 121966,
"3/27/20": 130659,
"3/28/20": 138949,
"3/29/20": 148616,
"3/30/20": 164100,
"3/31/20": 176442,
"4/1/20": 191853,
"4/2/20": 208528,
"4/3/20": 223621,
"4/4/20": 243575,
"4/5/20": 257000,
"4/6/20": 273259,
"4/7/20": 296263,
"4/8/20": 324507,
"4/9/20": 348813,
"4/10/20": 370241,
"4/11/20": 395521,
"4/12/20": 414599,
"4/13/20": 440897,
"4/14/20": 466051,
"4/15/20": 502053,
"4/16/20": 532409,
"4/17/20": 557798,
"4/18/20": 581355,
"4/19/20": 612056
}
}
我希望每个类别(病例、死亡、康复)在图表上代表一条线,显示随时间的进展,但我不确定如何处理它。目的是日期将是 X 轴,并且点将绘制在每个不同颜色的线上。
任何人都可以帮助解决这个问题吗?我将不胜感激一些指导。下面是对应于 Chart 和 API 处理的两个主要文件:
index.js
export const fetchDailyData = async () => {
try {
const { data } = await axios.get(`${url}/historical/all`);
const labels = Object.keys(data.cases);
const cases = labels.map((name) => data.cases[name]);
const deaths = labels.map((name) => data.deaths[name]);
const recovered = labels.map((name) => data.recovered[name]);
return {labels, cases, deaths, recovered};
} catch (error) {
return error;
}
}
图表.jsx
import React, { useState, useEffect } from 'react';
import { Line, Bar } from 'react-chartjs-2';
import { fetchDailyData } from '../../api';
import styles from './Chart.module.css';
const Chart = ({data: { labels, cases, deaths, recovered }}) => {
const [dailyData, setDailyData] = useState([]);
useEffect(() => {
const fetchAPI = async () => {
setDailyData(await fetchDailyData());
}
fetchAPI();
}, []);
const lineChart = (
<Line data = {
{
labels,
datasets: [{
data:cases,
label: 'Infected',
borderColor: '#3333ff',
fill: true,
}, {
data: deaths,
label: 'Deaths',
borderColor: 'red',
backgroundColor: 'rgba(255, 0, 0, 0.5)',
fill: true,
},
{
data: recovered,
label: 'Recovered',
borderColor: 'green',
backgroundColor: 'rgba(0, 255, 0, 0.5)',
fill: true,
}],
}
}
/>
);
return (
<div className = { styles.container }>
{lineChart}
</div>
);
};
export default Chart;
解决方案
首先提取 x 标签:
const labels = Object.keys(dailyData.cases);
然后提取每个系列的 y 值:
const cases = Object.keys(dailyData.cases).map((name) => dailyData.cases[name]);
const deaths = Object.keys(dailyData.deaths).map((name) => dailyData.deaths[name]);
const recovered = Object.keys(dailyData.recovered).map((name) => dailyData.recovered[name]);
然后将所有内容组装成一个图表 js 对象:
<Line data = {
labels,
datasets: [{
data: cases,
label: 'Infected',
borderColor: '#3333ff',
fill: true
}, {
data: deaths,
label: 'Deaths',
borderColor: 'red',
backgroundColor: 'rgba(255, 0, 0, 0.5)',
fill: true
}, {
data: recovered,
label: 'Recovered',
borderColor: 'green',
backgroundColor: 'rgba(0, 255, 0, 0.5)',
fill: true
}]
}
/>
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