? 隨著量化投資在金融市場的快速發展，高質量數據源已成為量化研究的核心基礎設施。本文將系統介紹股票量化分析中的數據獲取解決方案，涵蓋實時行情、歷史數據及基本面信息等關鍵數據類型。

本文將重點演示這些接口在以下技術棧中的實現：

Python | JavaScript(Node.js) | Java | C# | Ruby五種主流語言的代碼示例，詳細演示如何高效獲取各類股票數據。

1、python

import requests  url = "http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence"  
response = requests.get(url)  
data = response.json()  
print(data)

2、JavaScript (Node.js)

const axios = require('axios');  const url = "http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence";  
axios.get(url)  .then(response => {  console.log(response.data);  })  .catch(error => {  console.log(error);  });

3、Java

import java.net.URI;  
import java.net.http.HttpClient;  
import java.net.http.HttpRequest;  
import java.net.http.HttpResponse;  
import java.io.IOException;  public class Main {  public static void main(String[] args) {  HttpClient client = HttpClient.newHttpClient();  HttpRequest request = HttpRequest.newBuilder()  .uri(URI.create("http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence"))  .build();  try {  HttpResponse<String> response = client.send(request, HttpResponse.BodyHandlers.ofString());  System.out.println(response.body());  } catch (IOException | InterruptedException e) {  e.printStackTrace();  }  }  
}

4、C#

using System;  
using System.Net.Http;  
using System.Threading.Tasks;  class Program  
{  static async Task Main()  {  using (HttpClient client = new HttpClient())  {  string url = "http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence";  HttpResponseMessage response = await client.GetAsync(url);  string responseBody = await response.Content.ReadAsStringAsync();  Console.WriteLine(responseBody);  }  }  
}

5、Ruby

require 'net/http'  
require 'json'  url = URI("http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence")  http = Net::HTTP.new(url.host, url.port)  
request = Net::HTTP::Get.new(url)  
response = http.request(request)  
data = JSON.parse(response.read_body)  
puts data

返回的數據示例：

{"ud":57.803,"pc":1.5109,"zf":1.1394,"p":3883.562,"o":3848.163,"h":3883.562,"l":3839.972,"yc":3825.759,"cje":1360903869000,"v":885474802,"pv":885474802,"tv":1407023,"t":"2025-08-25 15:00:09"}

實時交易數據

API接口：http://api.biyingapi.com/hsindex/real/time/000001/biyinglicence

接口說明：根據《指數列表》得到的股票代碼獲取實時交易數據（您可以理解為日線的最新數據）。

數據更新：實時

字段名稱	數據類型	字段說明
p	number	最新價
o	number	開盤價
h	number	最高價
l	number	最低價
yc	number	前收盤價
cje	number	成交總額
v	number	成交總量
pv	number	原始成交總量
ud	float	漲跌額
pc	float	漲跌幅
zf	float	振幅
t	string	更新時間