小工具分享
这个小工具是在做数据处理期间,为了减少自己的工作量临时编写的。主要利用百度地图api对从NSII网站上获取的标本数据批量查询经纬度。
使用前需要对标本数据做一定的预处理,使标本数据为以下格式的json文件:
[
{
"NO": "50",
"CNname": "白芷",
"LDname": "Angelica dahurica",
"Province": "北京市",
"Local": "百花山"
},
{
"NO": "51",
"CNname": "白芷",
"LDname": "Angelica dahurica",
"Province": "北京市",
"Local": "百花山"
},
{
"NO": "52",
"CNname": "白芷",
"LDname": "Angelica dahurica",
"Province": "北京市",
"Local": "百花山"
},
……
]
工具是用typescript编写的,所以需要nodejs环境并安装typescript,相关知识网上查询,具体代码如下:
import axios from "axios";
import fs from "fs";
interface eachData {
NO: string;
CNname: string;
LDname: string;
Province: string;
Local: string;
}
type AllJsonData = eachData[];
interface BaiduResult {
status: number;
result: {
location: {
lng: number;
lat: number;
}
precise: number;
confidence: number;
comprehension: number;
level: string;
analys_level: string;
}
}
interface AllResult {
NO: string;
lng: number;
lat: number;
comprehension: number;
}
const Sleep = (ms:number) => {
return new Promise(resolve => setTimeout(resolve, ms))
}
const jsonData: AllJsonData = require("./白芷样点数据-NSII.json");//这里填写你的数据json路径
class LocationRequest {
constructor(AllJsonData: AllJsonData) {
this.DataSet = AllJsonData;
}
private static BaiduAPIKey = "baiduapikey";//这里填写自己申请的百度地图apikey,申请方法可网上查询
private static Url = "https://api.map.baidu.com/geocoding/v3/";
DataSet: AllJsonData;
async GetLocationOnce(Local: string, Province: string): Promise<BaiduResult> {
const { data } = await axios.get(LocationRequest.Url +
"?output=json&ak=" + LocationRequest.BaiduAPIKey +
"&address=" + Local +
"&city=" + Province +
"&extension_analys_level=1");
return data as BaiduResult;
}
async GetAllLocation(): Promise<AllResult[]> {
let allResult: AllResult[] = [];
for (let i = 0; i < this.DataSet.length; i++) {
if(this.DataSet[i].Province != "0未记录" && this.DataSet[i].Local != "0未记录"){
try {
const data = await this.GetLocationOnce(this.DataSet[i].Local, this.DataSet[i].Province);
console.log(`${this.DataSet[i].NO}:经纬度为:${data.result.location.lat},${data.result.location.lng},可解析度为:${data.result.comprehension}`);
allResult.push({
NO: this.DataSet[i].NO,
lng: data.result.location.lng,
lat: data.result.location.lat,
comprehension: data.result.comprehension
})
} catch (error) {
console.log(`${this.DataSet[i].NO}的经纬度获取失败!\n${error}`);
allResult.push({
NO: this.DataSet[i].NO,
lng: 0,
lat: 0,
comprehension: 0
})
}
}else{
console.log(`${this.DataSet[i].NO}未记录省市或区!`);
allResult.push({
NO: this.DataSet[i].NO,
lng: 0,
lat: 0,
comprehension: 0
})
}
await Sleep(2000);
}
return allResult;
}
}
async function main() {
const data =await new LocationRequest(jsonData).GetAllLocation();
try {
fs.writeFileSync("./白芷样点经纬度.json", JSON.stringify(data));//这里填写你想结果输出的位置的路径
console.log("写入成功!");
} catch (error) {
console.log(error);
}
}
main();
成功运行后会输出一个json文件,内容格式如下:
[
{
"NO": "29",
"lng": 115.7844632112745, //经度
"lat": 33.850642695788835, //纬度
"comprehension": 100 //可信度
},
{
"NO": "30",
"lng": 115.7844632112745,
"lat": 33.850642695788835,
"comprehension": 100
},
{
"NO": "31",
"lng": 115.7844632112745,
"lat": 33.850642695788835,
"comprehension": 100
},
……
]
这个课题结束后可能会把这个工具用python重构并整合到我自己的工具脚本里吧