股票历史分时MACD数据之Python、Java等多种主流语言实例代码演示通过股票数据接口

如今，量化分析在股市领域风靡一时，股票市场瞬息万变，API的响应速度和稳定性直接影响决策效率。获取股票数据，是踏上量化分析之路的第一步。但更便捷的方式，莫过于利用专业的股票数据API接口。大家可以依据自己的实际情况来决定数据获取方式。

股票API接口深度推荐，并通过Python、JavaScript（Node.js）、Java、C#、Ruby等五种主流语言，逐一演示如何高效获取各类股票数据，希望能帮助你在金融数据的海洋中找到适合自己的工具。

沪深A股历史分时MACD数据API接口：http://api.momaapi.com/hsstock/history/macd/股票代码(如000001.SZ)/分时级别(如d)/除权类型(如n)/您的Token?st=开始时间&et=结束时间&lt=最新条数

[特别提示】接口URL中，000001是股票代码，dq是分时级别，TEST-API-TOKEN-MOMA-836089C22111是请求证书，这个是官方提供的测试证书只能测试000001的数据，随后大家自己可以去领取一个免费的请求证书就可以获取其他股票的数据了。

分时级别支持5分钟、15分钟、30分钟、60分钟、日周月年级别（包括前后复权），对应的值分别是5、15、30、60、d（日线）、dq（日线前复权）、dh（日线后复权）、w（周线）、wq（周线前复权）、wh（周线后复权）、m（月线）、mq（月线前复权）、mh（月线后复权）、y（年线）、yq（年线前复权）、yh（年线后复权）。

1、python

importrequests url="http://api.momaapi.com/hsstock/history/macd/000001.SZ/d/n/TEST-API-TOKEN-MOMA-836089C22111"response=requests.get(url)data=response.json()print(data)

2、JavaScript (Node.js)

constaxios=require('axios');consturl="http://api.momaapi.com/hsstock/history/macd/000001.SZ/d/n/TEST-API-TOKEN-MOMA-836089C22111";axios.get(url).then(response=>{console.log(response.data);}).catch(error=>{console.log(error);});

3、Java

importjava.net.URI;importjava.net.http.HttpClient;importjava.net.http.HttpRequest;importjava.net.http.HttpResponse;importjava.io.IOException;publicclassMain{publicstaticvoidmain(String[]args){HttpClientclient=HttpClient.newHttpClient();HttpRequestrequest=HttpRequest.newBuilder().uri(URI.create("http://api.momaapi.com/hsstock/history/macd/000001.SZ/d/n/TEST-API-TOKEN-MOMA-836089C22111")).build();try{HttpResponse<String>response=client.send(request,HttpResponse.BodyHandlers.ofString());System.out.println(response.body());}catch(IOException|InterruptedExceptione){e.printStackTrace();}}}

4、C#

usingSystem;usingSystem.Net.Http;usingSystem.Threading.Tasks;classProgram{staticasyncTaskMain(){using(HttpClientclient=newHttpClient()){stringurl="http://api.momaapi.com/hsstock/history/macd/000001.SZ/d/n/TEST-API-TOKEN-MOMA-836089C22111";HttpResponseMessageresponse=awaitclient.GetAsync(url);stringresponseBody=awaitresponse.Content.ReadAsStringAsync();Console.WriteLine(responseBody);}}}

5、Ruby

require'net/http'require'json'url=URI("http://api.momaapi.com/hsstock/history/macd/000001.SZ/d/n/TEST-API-TOKEN-MOMA-836089C22111")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

返回数据示例：

[{"t":"2025-06-03 00:00:00","diff":0.0,"dea":0.0,"macd":0.0,"ema12":11.81,"ema26":11.81},{"t":"2025-06-04 00:00:00","diff":0.002,"dea":0.0,"macd":0.004,"ema12":11.8146,"ema26":11.8122},{"t":"2025-06-05 00:00:00","diff":-0.009,"dea":-0.001,"macd":-0.016,"ema12":11.7924,"ema26":11.8017},{"t":"2025-06-06 00:00:00","diff":-0.016,"dea":-0.004,"macd":-0.023,"ema12":11.7782,"ema26":11.7942},{"t":"2025-06-09 00:00:00","diff":-0.02,"dea":-0.008,"macd":-0.025,"ema12":11.7677,"ema26":11.7879},{"t":"2025-06-10 00:00:00","diff":-0.015,"dea":-0.009,"macd":-0.013,"ema12":11.7742,"ema26":11.7896},{"t":"2025-06-11 00:00:00","diff":-0.008,"dea":-0.009,"macd":0.001,"ema12":11.7858,"ema26":11.794},{"t":"2025-06-12 00:00:00","diff":-0.016,"dea":-0.01,"macd":-0.011,"ema12":11.7696,"ema26":11.7856},{"t":"2025-06-13 00:00:00","diff":-0.03,"dea":-0.014,"macd":-0.031,"ema12":11.7404,"ema26":11.7704},{"t":"2025-06-16 00:00:00","diff":-0.024,"dea":-0.016,"macd":-0.015,"ema12":11.748,"ema26":11.7718},{"t":"2025-06-17 00:00:00","diff":-0.021,"dea":-0.017,"macd":-0.008,"ema12":11.7499,"ema26":11.7709},{"t":"2025-06-18 00:00:00","diff":-0.018,"dea":-0.017,"macd":-0.001,"ema12":11.753,"ema26":11.7709},{"t":"2025-06-19 00:00:00","diff":-0.021,"dea":-0.018,"macd":-0.006,"ema12":11.7448,"ema26":11.7656},{"t":"2025-06-20 00:00:00","diff":-0.012,"dea":-0.017,"macd":0.01,"ema12":11.7595,"ema26":11.7711},{"t":"2025-06-23 00:00:00","diff":0.003,"dea":-0.013,"macd":0.031,"ema12":11.7857,"ema26":11.7829},{"t":"2025-06-24 00:00:00","diff":0.014,"dea":-0.007,"macd":0.043,"ema12":11.8079,"ema26":11.7938},{"t":"2025-06-25 00:00:00","diff":0.033,"dea":0.001,"macd":0.065,"ema12":11.8467,"ema26":11.8135},{"t":"2025-06-26 00:00:00","diff":0.076,"dea":0.016,"macd":0.12,"ema12":11.9333,"ema26":11.8577},{"t":"2025-06-27 00:00:00","diff":0.091,"dea":0.031,"macd":0.121,"ema12":11.9744,"ema26":11.8831}]

返回的数据字段说明：