《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 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。
pip install aktoolspip install aktools --upgrade -i https://pypi.org/simple # AKTools's version should great than 0.0.70Please visit AKShare's Documentation
Please visit FastAPI's Documentation
Please visit Typer's Documentation
- 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_histin 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
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!
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 0.75MATLAB-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：https://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 0.750000000000000Rust-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(¶ms).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);
}
}Rust-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),
},
]