《AKShare-初阶-使用教学》视频课程已经上线，本课程手把手讲解 AKShare 和 AKTools 的环境配置和安装使用，还包含了众多衍生知识，详情点击链接! Tips：加入 AKShare VIP 答疑群可以免费获取该视频课程。

AKTools

AKTools is a package of HTTP API for AKShare! It depends on AKShare, FastAPI and Typer.

AKTools 是一款用于快速搭建 AKShare HTTP API 的工具，通过 AKTools 可以利用一行命令来启动 HTTP 服务，从而让原本专属服务于 Python 用户的开源财经数据接口库 AKShare 的使用突破编程语言的限制。无论您使用的是 C/C++、Java、Go、Rust、Ruby、PHP、JavaScript、R、Matlab、Stata 等编程语言或软件都可以快速、轻松获取财经数据，助力您更好地展开研究和开发工作。

AKTools 中文文档

Installation

pip install aktools

Upgrade

pip install aktools --upgrade -i https://pypi.org/simple  # AKTools's version should great than 0.0.70

AKShare

Please visit AKShare's Documentation

FastAPI

Please visit FastAPI's Documentation

Typer

Please visit Typer's Documentation

Fast Run

just type the cmd/bash command: python -m aktools
then type http://127.0.0.1:8080/ in your Chrome and you can fetch your homepage and more information
if you just want to test data api, you can type http://127.0.0.1:8080/api/public/stock_zh_a_hist in your Chrome
if you want to set parameter for API, then you just type like http://127.0.0.1:8080/api/public/stock_zh_a_hist?symbol=600000

Homepage

AKTools set a simple homepage for user to provide simple reference information. When you set up your environment and deploy your local application, then you can type http:127.0.0.1:8080 in your browser. We are developing more functions now, please pay more attention!

Demo

Test-Postman

Test-R

R-Program

library(RCurl)  # 需要先安装该包
library(jsonlite)  # 需要先安装该包
options (warn = -1)  # 该行有助于在无参数请求时去掉 warning 信息

temp_df <-
  getForm(
    uri = 'http://127.0.0.1:8080/api/public/stock_zh_a_hist',  # 此处的 http://127.0.0.1:8080 需要替换为您定义的地址和端口
    symbol = '000001',
    period = 'daily',
    start_date = '20211109',
    end_date = '20211209',
    adjust = 'hfq',
    .encoding = "utf-8"
  )
inner_df <- fromJSON(temp_df)
inner_df

R-Result

         日期    开盘    收盘    最高    最低      成交量     成交额    振幅  涨跌幅  涨跌额 换手率
1  2021-11-09 3009.83 3017.96 3037.46 2974.07 1240573 2163193120 2.11   0.60  17.88   0.64
2  2021-11-10 3006.58 2996.83 3008.20 2957.82 1220851 2109735152 1.67  -0.70 -21.13   0.63
3  2021-11-11 2988.70 3151.23 3164.23 2983.82 2084729 3752413856 6.02   5.15 154.40   1.07
4  2021-11-12 3144.73 3138.23 3196.74 3112.22  957546 1753072720 2.68  -0.41 -13.00   0.49
5  2021-11-15 3151.23 3164.23 3196.74 3126.85  655090 1203764096 2.23   0.83  26.00   0.34
6  2021-11-16 3152.85 3130.10 3182.11 3121.97  601110 1099113408 1.90  -1.08 -34.13   0.31
7  2021-11-17 3118.72 3112.22 3143.10 3091.09  664640 1203859184 1.66  -0.57 -17.88   0.34
8  2021-11-18 3108.97 3061.84 3113.85 3050.46  799844 1430058304 2.04  -1.62 -50.38   0.41
9  2021-11-19 3061.84 3118.72 3133.35 3045.58  786372 1414506384 2.87   1.86  56.88   0.41
10 2021-11-22 3099.22 3113.85 3134.97 3078.09  738618 1337768176 1.82  -0.16  -4.87   0.38
11 2021-11-23 3112.22 3074.84 3151.23 3042.33 1235978 2213817584 3.50  -1.25 -39.01   0.64
12 2021-11-24 3056.96 3073.21 3086.22 3039.08  741311 1316774400 1.53  -0.05  -1.63   0.38
13 2021-11-25 3052.09 3042.33 3060.21 3034.21  603533 1068221312 0.85  -1.00 -30.88   0.31
14 2021-11-26 3032.58 3026.08 3040.71 3016.33  694500 1219937312 0.80  -0.53 -16.25   0.36
15 2021-11-29 2998.45 3014.70 3024.46 2990.33  512595  895105984 1.13  -0.38 -11.38   0.26
16 2021-11-30 3019.58 3003.33 3042.33 2988.70  733616 1280384560 1.78  -0.38 -11.37   0.38
17 2021-12-01 3001.70 3035.83 3056.96 2991.95  706925 1243666848 2.16   1.08  32.50   0.36
18 2021-12-02 3032.58 3027.71 3063.46 2991.95  994798 1749164560 2.36  -0.27  -8.12   0.51
19 2021-12-03 3035.83 3037.46 3045.58 2998.45  707600 1242375056 1.56   0.32   9.75   0.36
20 2021-12-06 3069.96 3110.60 3185.36 3061.84 2145625 3896385168 4.07   2.41  73.14   1.11
21 2021-12-07 3143.10 3169.11 3203.24 3118.72 1616444 2979968976 2.72   1.88  58.51   0.83
22 2021-12-08 3167.48 3170.73 3183.73 3120.35  980281 1798691056 2.00   0.05   1.62   0.51
23 2021-12-09 3173.98 3208.11 3266.62 3154.48 1455887 2726663440 3.54   1.18  37.38   0.75

Test-MATLAB

MATLAB-Program

api = 'http://127.0.0.1:8080/api/public/';
url = [api 'stock_zh_a_hist'];
options = weboptions('ContentType','json', 'CharacterEncoding', 'utf-8');
data = webread(url, options, symbol = '000001', period = 'daily', start_date = '20211109', end_date = '20211209', adjust = 'hfq');
data % 由于 MATLAB 无法显示中文字段名，请自行修改为英文字段，参考链接：http://iso2mesh.sourceforge.net/cgi-bin/index.cgi?jsonlab/Doc/Examples

MATLAB-Result

'2021-11-09'	3009.83000000000	3017.96000000000	3037.46000000000	2974.07000000000	1240573	2163193120.00000	2.11000000000000	0.600000000000000	17.8800000000000	0.640000000000000
'2021-11-10'	3006.58000000000	2996.83000000000	3008.20000000000	2957.82000000000	1220851	2109735152.00000	1.67000000000000	-0.700000000000000	-21.1300000000000	0.630000000000000
'2021-11-11'	2988.70000000000	3151.23000000000	3164.23000000000	2983.82000000000	2084729	3752413856.00000	6.02000000000000	5.15000000000000	154.400000000000	1.07000000000000
'2021-11-12'	3144.73000000000	3138.23000000000	3196.74000000000	3112.22000000000	957546	1753072720.00000	2.68000000000000	-0.410000000000000	-13	0.490000000000000
'2021-11-15'	3151.23000000000	3164.23000000000	3196.74000000000	3126.85000000000	655090	1203764096.00000	2.23000000000000	0.830000000000000	26	0.340000000000000
'2021-11-16'	3152.85000000000	3130.10000000000	3182.11000000000	3121.97000000000	601110	1099113408.00000	1.90000000000000	-1.08000000000000	-34.1300000000000	0.310000000000000
'2021-11-17'	3118.72000000000	3112.22000000000	3143.10000000000	3091.09000000000	664640	1203859184.00000	1.66000000000000	-0.570000000000000	-17.8800000000000	0.340000000000000
'2021-11-18'	3108.97000000000	3061.84000000000	3113.85000000000	3050.46000000000	799844	1430058304.00000	2.04000000000000	-1.62000000000000	-50.3800000000000	0.410000000000000
'2021-11-19'	3061.84000000000	3118.72000000000	3133.35000000000	3045.58000000000	786372	1414506384.00000	2.87000000000000	1.86000000000000	56.8800000000000	0.410000000000000
'2021-11-22'	3099.22000000000	3113.85000000000	3134.97000000000	3078.09000000000	738618	1337768176.00000	1.82000000000000	-0.160000000000000	-4.87000000000000	0.380000000000000
'2021-11-23'	3112.22000000000	3074.84000000000	3151.23000000000	3042.33000000000	1235978	2213817584.00000	3.50000000000000	-1.25000000000000	-39.0100000000000	0.640000000000000
'2021-11-24'	3056.96000000000	3073.21000000000	3086.22000000000	3039.08000000000	741311	1316774400.00000	1.53000000000000	-0.0500000000000000	-1.63000000000000	0.380000000000000
'2021-11-25'	3052.09000000000	3042.33000000000	3060.21000000000	3034.21000000000	603533	1068221312.00000	0.850000000000000	-1	-30.8800000000000	0.310000000000000
'2021-11-26'	3032.58000000000	3026.08000000000	3040.71000000000	3016.33000000000	694500	1219937312.00000	0.800000000000000	-0.530000000000000	-16.2500000000000	0.360000000000000
'2021-11-29'	2998.45000000000	3014.70000000000	3024.46000000000	2990.33000000000	512595	895105984	1.13000000000000	-0.380000000000000	-11.3800000000000	0.260000000000000
'2021-11-30'	3019.58000000000	3003.33000000000	3042.33000000000	2988.70000000000	733616	1280384560.00000	1.78000000000000	-0.380000000000000	-11.3700000000000	0.380000000000000
'2021-12-01'	3001.70000000000	3035.83000000000	3056.96000000000	2991.95000000000	706925	1243666848.00000	2.16000000000000	1.08000000000000	32.5000000000000	0.360000000000000
'2021-12-02'	3032.58000000000	3027.71000000000	3063.46000000000	2991.95000000000	994798	1749164560.00000	2.36000000000000	-0.270000000000000	-8.12000000000000	0.510000000000000
'2021-12-03'	3035.83000000000	3037.46000000000	3045.58000000000	2998.45000000000	707600	1242375056.00000	1.56000000000000	0.320000000000000	9.75000000000000	0.360000000000000
'2021-12-06'	3069.96000000000	3110.60000000000	3185.36000000000	3061.84000000000	2145625	3896385168.00000	4.07000000000000	2.41000000000000	73.1400000000000	1.11000000000000
'2021-12-07'	3143.10000000000	3169.11000000000	3203.24000000000	3118.72000000000	1616444	2979968976.00000	2.72000000000000	1.88000000000000	58.5100000000000	0.830000000000000
'2021-12-08'	3167.48000000000	3170.73000000000	3183.73000000000	3120.35000000000	980281	1798691056.00000	2	0.0500000000000000	1.62000000000000	0.510000000000000
'2021-12-09'	3173.98000000000	3208.11000000000	3266.62000000000	3154.48000000000	1455887	2726663440.00000	3.54000000000000	1.18000000000000	37.3800000000000	0.750000000000000

Test-Rust

Rust-Program

use reqwest::blocking;
use serde_json::Value;
use std::collections::HashMap;

// 定义常量，用于存储API的URL。
const URL: &str = "http://127.0.0.1:8080/api/public";

/// 获取股票数据的函数。
///
/// # 参数
/// * `symbol` - 股票代码。
/// * `period` - 时间周期。
/// * `start_date` - 开始日期。
/// * `end_date` - 结束日期。
/// * `adjust` - 复权类型。
///
/// # 返回值
/// 返回一个Result，如果成功返回空的Ok，如果失败返回错误。
fn get_data(
    endpoint: &str,
    symbol: &str,
    period: &str,
    start_date: &str,
    end_date: &str,
    adjust: &str,
) -> Result<(), Box<dyn std::error::Error>> {
    // 初始化查询参数，使用提供的函数参数。
    let params = HashMap::from([
        ("symbol", symbol),
        ("period", period),
        ("start_date", start_date),
        ("end_date", end_date),
        ("adjust", adjust),
    ]);

    // 创建一个阻塞的HTTP客户端。
    let client = blocking::Client::new();
    // 构建HTTP GET请求，并将查询参数附加到请求上。
    let full_url = format!("{}/{}", URL, endpoint);
    let resp = client.get(full_url).query(&params).send()?;

    // 检查响应状态码是否表示成功。
    if resp.status().is_success() {
        // 解析响应体为JSON并打印。
        let stock_data_list: Value = resp.json()?;
        println!("{:#?}", stock_data_list);
    } else {
        // 如果响应不是成功的，则打印错误信息。
        eprintln!("请求失败，状态码为: {}", resp.status());
    }

    Ok(())
}

fn main() {
    // 调用`get_data`函数，并传递股票参数。
    // 如果出现错误，则打印错误信息。
    if let Err(e) = get_data("stock_zh_a_hist", "000001", "daily", "20240125", "20240127", "") {
        eprintln!("发生错误: {}", e);
    }
}

MATLAB-Result

Array [
    Object {
        "开盘": Number(9.33),
        "成交量": Number(2162514),
        "成交额": Number(2037648413.07),
        "振幅": Number(2.89),
        "换手率": Number(1.11),
        "收盘": Number(9.5),
        "日期": String("2024-01-25T00:00:00.000"),
        "最低": Number(9.27),
        "最高": Number(9.54),
        "涨跌幅": Number(1.82),
        "涨跌额": Number(0.17),
    },
    Object {
        "开盘": Number(9.47),
        "成交量": Number(2272287),
        "成交额": Number(2172799799.01),
        "振幅": Number(2.42),
        "换手率": Number(1.17),
        "收盘": Number(9.62),
        "日期": String("2024-01-26T00:00:00.000"),
        "最低": Number(9.44),
        "最高": Number(9.67),
        "涨跌幅": Number(1.26),
        "涨跌额": Number(0.12),
    },
]

aktools
Release 0.0.86

Release 0.0.86

0.0.86

0.0.85

0.0.84

0.0.83

0.0.82

0.0.81

0.0.80

0.0.79

0.0.78

0.0.77

Documentation

AKTools

Installation

Upgrade

AKShare

FastAPI

Typer

Fast Run

Homepage

Demo

Test-Postman

Test-R

Test-MATLAB

Test-Rust

Stats

Development practices

Releases

Contributors

aktools Release 0.0.86

Release 0.0.86 Toggle Dropdown 0.0.86 0.0.85 0.0.84 0.0.83 0.0.82 0.0.81 0.0.80 0.0.79 0.0.78 0.0.77

Documentation

AKTools

Installation

Upgrade

AKShare

FastAPI

Typer

Fast Run

Homepage

Demo

Test-Postman

Test-R

Test-MATLAB

Test-Rust

Stats

Development practices

Releases

Contributors

aktools
Release 0.0.86

Release 0.0.86

0.0.86

0.0.85

0.0.84

0.0.83

0.0.82

0.0.81

0.0.80

0.0.79

0.0.78

0.0.77