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@@ -0,0 +1 @@ +/akshare-1.9.48.tar.gz diff --git a/python-akshare.spec b/python-akshare.spec new file mode 100644 index 0000000..5131c3d --- /dev/null +++ b/python-akshare.spec @@ -0,0 +1,1040 @@ +%global _empty_manifest_terminate_build 0 +Name: python-akshare +Version: 1.9.48 +Release: 1 +Summary: AKShare is an elegant and simple financial data interface library for Python, built for human beings! +License: MIT +URL: https://github.com/akfamily/akshare +Source0: https://mirrors.nju.edu.cn/pypi/web/packages/cd/76/b85947c84766fbc4589850f1f09fe222140465c1680ac867f2335a6112bc/akshare-1.9.48.tar.gz +BuildArch: noarch + +Requires: python3-beautifulsoup4 +Requires: python3-lxml +Requires: python3-pandas +Requires: python3-requests +Requires: python3-pypinyin +Requires: python3-websocket-client +Requires: python3-html5lib +Requires: python3-xlrd +Requires: python3-urllib3 +Requires: python3-tqdm +Requires: python3-openpyxl +Requires: python3-jsonpath +Requires: python3-tabulate +Requires: python3-decorator +Requires: python3-py-mini-racer +Requires: python3-requests-cache +Requires: python3-cfscrape + +%description +**AKShare VIP 交流群欢迎大家的加入，加群方式请点击[【加群】](https://zmj.xet.tech/s/28gOeh)** + +**相关视频教程已经发布：《AKShare-初阶-使用教学》、《AKShare-初阶-实战应用》、《AKShare-源码解析》、《开源项目巡礼》**，详情请访问[课程](https://app3rqjh1z21630.h5.xiaoeknow.com)查看更多课程信息！ + +**本次发布 [AKTools](https://github.com/akfamily/aktools) 作为 AKShare 的 HTTP API 版本，突破 Python 语言的限制，欢迎各位小伙伴试用并提出更好的意见或建议！ 点击 [AKTools](https://github.com/akfamily/aktools) 查看使用指南。另外提供 [awesome-data](https://github.com/akfamily/awesome-data) 方便各位小伙伴查询各种数据源。** + + + +[](https://pypi.org/project/akshare/) +[](https://pypi.org/project/akshare/) +[](https://pepy.tech/project/akshare) +[](https://akshare.readthedocs.io/?badge=latest) +[](https://github.com/psf/black) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare/actions) +[](https://github.com/akfamily/akshare/blob/master/LICENSE) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/prettier/prettier) + +## Overview + +[AKShare](https://github.com/akfamily/akshare) requires Python(64 bit) 3.8 or greater, aims to make fetch financial data as convenient as possible. + +**Write less, get more!** + +- Documentation: [中文文档](https://akshare.akfamily.xyz/) + + + +## Installation + +### General + +```shell +pip install akshare --upgrade +``` + +### China + +```shell +pip install akshare -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host=mirrors.aliyun.com --upgrade +``` + +### PR + +Please check out [documentation](https://akshare.akfamily.xyz/contributor.html) if you want to contribute to AKShare + +### Docker + +#### Pull images + +```shell +docker pull registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter +``` + +#### Run Container + +```shell +docker run -it registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter python +``` + +#### Test + +```python +import akshare as ak + +print(ak.__version__) +``` + +## Usage + +### Data + +Code + +```python +import akshare as ak + +stock_zh_a_hist_df = ak.stock_zh_a_hist(symbol="000001", period="daily", start_date="20170301", end_date='20210907', adjust="") +print(stock_zh_a_hist_df) +``` + +Output + +``` + 日期 开盘 收盘 最高 ... 振幅 涨跌幅 涨跌额 换手率 +0 2017-03-01 9.49 9.49 9.55 ... 0.84 0.11 0.01 0.21 +1 2017-03-02 9.51 9.43 9.54 ... 1.26 -0.63 -0.06 0.24 +2 2017-03-03 9.41 9.40 9.43 ... 0.74 -0.32 -0.03 0.20 +3 2017-03-06 9.40 9.45 9.46 ... 0.74 0.53 0.05 0.24 +4 2017-03-07 9.44 9.45 9.46 ... 0.63 0.00 0.00 0.17 + ... ... ... ... ... ... ... ... ... +1100 2021-09-01 17.48 17.88 17.92 ... 5.11 0.45 0.08 1.19 +1101 2021-09-02 18.00 18.40 18.78 ... 5.48 2.91 0.52 1.25 +1102 2021-09-03 18.50 18.04 18.50 ... 4.35 -1.96 -0.36 0.72 +1103 2021-09-06 17.93 18.45 18.60 ... 4.55 2.27 0.41 0.78 +1104 2021-09-07 18.60 19.24 19.56 ... 6.56 4.28 0.79 0.84 +[1105 rows x 11 columns] +``` + +### Plot + +Code + +```python +import akshare as ak +import mplfinance as mpf # Please install mplfinance as follows: pip install mplfinance + +stock_us_daily_df = ak.stock_us_daily(symbol="AAPL", adjust="qfq") +stock_us_daily_df = stock_us_daily_df[["open", "high", "low", "close", "volume"]] +stock_us_daily_df.columns = ["Open", "High", "Low", "Close", "Volume"] +stock_us_daily_df.index.name = "Date" +stock_us_daily_df = stock_us_daily_df["2020-04-01": "2020-04-29"] +mpf.plot(stock_us_daily_df, type='candle', mav=(3, 6, 9), volume=True, show_nontrading=False) +``` + +Output + + + +## Communication + +Pay attention to **数据科学实战** Official Accounts to get more information about Quant, ML, DS and so on, please visit [数据科学实战](https://akshare.akfamily.xyz/introduction.html) for more information: + +<div> + <img alt="data science" src="https://jfds-1252952517.cos.ap-chengdu.myqcloud.com/akshare/readme/qrcode/data_scientist.png"> +</div> + +Pay attention to **数据科学实战** WeChat Official Accounts to get the [AKShare](https://github.com/akfamily/akshare) updated info: + +<div> + <img alt="ds" src="https://github.com/akfamily/akshare/blob/master/example/images/ds.png"> +</div> + +Application to add **AKShare-VIP QQ group** and talk about [AKShare](https://github.com/akfamily/akshare) issues, please contact **AKShare-小助手 QQ**: 1254836886 + + +## Features + +- **Easy of use**: Just one line code to fetch the data; +- **Extensible**: Easy to customize your own code with other application; +- **Powerful**: Python ecosystem. + +## Tutorials + +1. [Overview](https://akshare.akfamily.xyz/introduction.html) +2. [Installation](https://akshare.akfamily.xyz/installation.html) +3. [Tutorial](https://akshare.akfamily.xyz/tutorial.html) +4. [Data Dict](https://akshare.akfamily.xyz/data/index.html) +5. [Subjects](https://akshare.akfamily.xyz/topic/index.html) + +## Contribution + +[AKShare](https://github.com/akfamily/akshare) is still under developing, feel free to open issues and pull requests: + +- Report or fix bugs +- Require or publish interface +- Write or fix documentation +- Add test cases + +> Notice: We use [Black](https://black.readthedocs.io/en/stable/) to format the code + +## Statement + +1. All data provided by [AKShare](https://github.com/akfamily/akshare) is just for academic research purpose; +2. The data provided by [AKShare](https://github.com/akfamily/akshare) is for reference only and does not constitute any investment proposal; +3. Any investor based on [AKShare](https://github.com/akfamily/akshare) research should pay more attention to data risk; +4. [AKShare](https://github.com/akfamily/akshare) will insist on providing open-source financial data; +5. Based on some uncontrollable factors, some data interfaces in [AKShare](https://github.com/akfamily/akshare) may be removed; +6. Please follow the relevant open-source protocol used by [AKShare](https://github.com/akfamily/akshare); +7. Provide HTTP API for the person who uses other program language: [AKTools](https://aktools.readthedocs.io/). + +## Show your style + +Use the badge in your project's README.md: + +```markdown +[](https://github.com/akfamily/akshare) +``` + +Using the badge in README.rst: + +``` +.. image:: https://img.shields.io/badge/Data%20Science-AKShare-green + :target: https://github.com/akfamily/akshare +``` + +Looks like this: + +[](https://github.com/akfamily/akshare) + +## Citation + +Please use this **bibtex** if you want to cite this repository in your publications: + +```markdown +@misc{akshare, + author = {Albert King}, + title = {AKShare}, + year = {2019}, + publisher = {GitHub}, + journal = {GitHub repository}, + howpublished = {\url{https://github.com/akfamily/akshare}}, +} +``` + +## Acknowledgement + +Special thanks [FuShare](https://github.com/LowinLi/fushare) for the opportunity of learning from the project; + +Special thanks [TuShare](https://github.com/waditu/tushare) for the opportunity of learning from the project; + +Thanks for the data provided by [生意社网站](http://www.100ppi.com/); + +Thanks for the data provided by [奇货可查网站](https://qhkch.com/); + +Thanks for the data provided by [中国银行间市场交易商协会网站](http://www.nafmii.org.cn/); + +Thanks for the data provided by [99期货网站](http://www.99qh.com/); + +Thanks for the data provided by [英为财情网站](https://cn.investing.com/); + +Thanks for the data provided by [中国外汇交易中心暨全国银行间同业拆借中心网站](http://www.chinamoney.com.cn/chinese/); + +Thanks for the data provided by [金十数据网站](https://www.jin10.com/); + +Thanks for the data provided by [和讯财经网站](http://www.hexun.com/); + +Thanks for the data provided by [新浪财经网站](https://finance.sina.com.cn/); + +Thanks for the data provided by [Oxford-Man Institute 网站](https://realized.oxford-man.ox.ac.uk/); + +Thanks for the data provided by [DACHENG-XIU 网站](https://dachxiu.chicagobooth.edu/); + +Thanks for the data provided by [上海证券交易所网站](http://www.sse.com.cn/assortment/options/price/); + +Thanks for the data provided by [深证证券交易所网站](http://www.szse.cn/); + +Thanks for the data provided by [北京证券交易所网站](http://www.bse.cn/); + +Thanks for the data provided by [中国金融期货交易所网站](http://www.cffex.com.cn/); + +Thanks for the data provided by [上海期货交易所网站](http://www.shfe.com.cn/); + +Thanks for the data provided by [大连商品交易所网站](http://www.dce.com.cn/); + +Thanks for the data provided by [郑州商品交易所网站](http://www.czce.com.cn/); + +Thanks for the data provided by [上海国际能源交易中心网站](http://www.ine.com.cn/); + +Thanks for the data provided by [Timeanddate 网站](https://www.timeanddate.com/); + +Thanks for the data provided by [河北省空气质量预报信息发布系统网站](http://110.249.223.67/publish/); + +Thanks for the data provided by [南华期货网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [Economic Policy Uncertainty 网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [微博指数网站](https://data.weibo.com/index/newindex); + +Thanks for the data provided by [百度指数网站](http://index.baidu.com/v2/main/index.html); + +Thanks for the data provided by [谷歌指数网站](https://trends.google.com/trends/?geo=US); + +Thanks for the data provided by [申万指数网站](http://www.swsindex.com/idx0120.aspx?columnid=8832); + +Thanks for the data provided by [真气网网站](https://www.zq12369.com/); + +Thanks for the data provided by [财富网站](http://www.fortunechina.com/); + +Thanks for the data provided by [中国证券投资基金业协会网站](http://gs.amac.org.cn/); + +Thanks for the data provided by [Expatistan 网站](https://www.expatistan.com/cost-of-living); + +Thanks for the data provided by [北京市碳排放权电子交易平台网站](https://www.bjets.com.cn/article/jyxx/); + +Thanks for the data provided by [国家金融与发展实验室网站](http://www.nifd.cn/); + +Thanks for the data provided by [IT桔子网站](https://www.itjuzi.com); + +Thanks for the data provided by [东方财富网站](http://data.eastmoney.com/jgdy/); + +Thanks for the data provided by [义乌小商品指数网站](http://www.ywindex.com/Home/Product/index/); + +Thanks for the data provided by [中国国家发展和改革委员会网站](http://jgjc.ndrc.gov.cn/dmzs.aspx?clmId=741); + +Thanks for the data provided by [163网站](https://news.163.com/special/epidemic/); + +Thanks for the data provided by [丁香园网站](http://3g.dxy.cn/newh5/view/pneumonia?scene=2&clicktime=1579615030&enterid=1579615030&from=groupmessage&isappinstalled=0); + +Thanks for the data provided by [百度新型肺炎网站](https://voice.baidu.com/act/newpneumonia/newpneumonia/?from=osari_pc_1); + +Thanks for the data provided by [百度迁徙网站](https://qianxi.baidu.com/?from=shoubai#city=0); + +Thanks for the data provided by [新型肺炎-相同行程查询工具网站](https://rl.inews.qq.com/h5/trip?from=newsapp&ADTAG=tgi.wx.share.message); + +Thanks for the data provided by [新型肺炎-小区查询网站](https://ncov.html5.qq.com/community?channelid=1&from=singlemessage&isappinstalled=0); + +Thanks for the data provided by [商业特许经营信息管理网站](http://txjy.syggs.mofcom.gov.cn/); + +Thanks for the data provided by [慈善中国网站](http://cishan.chinanpo.gov.cn/platform/login.html); + +Thanks for the data provided by [思知网站](https://www.ownthink.com/); + +Thanks for the data provided by [Currencyscoop 网站](https://currencyscoop.com/); + +Thanks for the data provided by [新加坡交易所网站](https://www.sgx.com/zh-hans/research-education/derivatives); + +Thanks for the tutorials provided by [微信公众号: Python大咖谈](https://upload-images.jianshu.io/upload_images/3240514-61004f2c71be4a0b.png). + +## Backer and Sponsor + +<a href="https://www.jetbrains.com/?from=jindaxiang/akshare" target="_blank"> +<img alt="jetbrains" src="https://github.com/akfamily/akshare/blob/master/example/images/jetbrains.svg" width="100px" height="100px"> +</a> + + +%package -n python3-akshare +Summary: AKShare is an elegant and simple financial data interface library for Python, built for human beings! +Provides: python-akshare +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +%description -n python3-akshare +**AKShare VIP 交流群欢迎大家的加入，加群方式请点击[【加群】](https://zmj.xet.tech/s/28gOeh)** + +**相关视频教程已经发布：《AKShare-初阶-使用教学》、《AKShare-初阶-实战应用》、《AKShare-源码解析》、《开源项目巡礼》**，详情请访问[课程](https://app3rqjh1z21630.h5.xiaoeknow.com)查看更多课程信息！ + +**本次发布 [AKTools](https://github.com/akfamily/aktools) 作为 AKShare 的 HTTP API 版本，突破 Python 语言的限制，欢迎各位小伙伴试用并提出更好的意见或建议！ 点击 [AKTools](https://github.com/akfamily/aktools) 查看使用指南。另外提供 [awesome-data](https://github.com/akfamily/awesome-data) 方便各位小伙伴查询各种数据源。** + + + +[](https://pypi.org/project/akshare/) +[](https://pypi.org/project/akshare/) +[](https://pepy.tech/project/akshare) +[](https://akshare.readthedocs.io/?badge=latest) +[](https://github.com/psf/black) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare/actions) +[](https://github.com/akfamily/akshare/blob/master/LICENSE) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/prettier/prettier) + +## Overview + +[AKShare](https://github.com/akfamily/akshare) requires Python(64 bit) 3.8 or greater, aims to make fetch financial data as convenient as possible. + +**Write less, get more!** + +- Documentation: [中文文档](https://akshare.akfamily.xyz/) + + + +## Installation + +### General + +```shell +pip install akshare --upgrade +``` + +### China + +```shell +pip install akshare -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host=mirrors.aliyun.com --upgrade +``` + +### PR + +Please check out [documentation](https://akshare.akfamily.xyz/contributor.html) if you want to contribute to AKShare + +### Docker + +#### Pull images + +```shell +docker pull registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter +``` + +#### Run Container + +```shell +docker run -it registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter python +``` + +#### Test + +```python +import akshare as ak + +print(ak.__version__) +``` + +## Usage + +### Data + +Code + +```python +import akshare as ak + +stock_zh_a_hist_df = ak.stock_zh_a_hist(symbol="000001", period="daily", start_date="20170301", end_date='20210907', adjust="") +print(stock_zh_a_hist_df) +``` + +Output + +``` + 日期 开盘 收盘 最高 ... 振幅 涨跌幅 涨跌额 换手率 +0 2017-03-01 9.49 9.49 9.55 ... 0.84 0.11 0.01 0.21 +1 2017-03-02 9.51 9.43 9.54 ... 1.26 -0.63 -0.06 0.24 +2 2017-03-03 9.41 9.40 9.43 ... 0.74 -0.32 -0.03 0.20 +3 2017-03-06 9.40 9.45 9.46 ... 0.74 0.53 0.05 0.24 +4 2017-03-07 9.44 9.45 9.46 ... 0.63 0.00 0.00 0.17 + ... ... ... ... ... ... ... ... ... +1100 2021-09-01 17.48 17.88 17.92 ... 5.11 0.45 0.08 1.19 +1101 2021-09-02 18.00 18.40 18.78 ... 5.48 2.91 0.52 1.25 +1102 2021-09-03 18.50 18.04 18.50 ... 4.35 -1.96 -0.36 0.72 +1103 2021-09-06 17.93 18.45 18.60 ... 4.55 2.27 0.41 0.78 +1104 2021-09-07 18.60 19.24 19.56 ... 6.56 4.28 0.79 0.84 +[1105 rows x 11 columns] +``` + +### Plot + +Code + +```python +import akshare as ak +import mplfinance as mpf # Please install mplfinance as follows: pip install mplfinance + +stock_us_daily_df = ak.stock_us_daily(symbol="AAPL", adjust="qfq") +stock_us_daily_df = stock_us_daily_df[["open", "high", "low", "close", "volume"]] +stock_us_daily_df.columns = ["Open", "High", "Low", "Close", "Volume"] +stock_us_daily_df.index.name = "Date" +stock_us_daily_df = stock_us_daily_df["2020-04-01": "2020-04-29"] +mpf.plot(stock_us_daily_df, type='candle', mav=(3, 6, 9), volume=True, show_nontrading=False) +``` + +Output + + + +## Communication + +Pay attention to **数据科学实战** Official Accounts to get more information about Quant, ML, DS and so on, please visit [数据科学实战](https://akshare.akfamily.xyz/introduction.html) for more information: + +<div> + <img alt="data science" src="https://jfds-1252952517.cos.ap-chengdu.myqcloud.com/akshare/readme/qrcode/data_scientist.png"> +</div> + +Pay attention to **数据科学实战** WeChat Official Accounts to get the [AKShare](https://github.com/akfamily/akshare) updated info: + +<div> + <img alt="ds" src="https://github.com/akfamily/akshare/blob/master/example/images/ds.png"> +</div> + +Application to add **AKShare-VIP QQ group** and talk about [AKShare](https://github.com/akfamily/akshare) issues, please contact **AKShare-小助手 QQ**: 1254836886 + + +## Features + +- **Easy of use**: Just one line code to fetch the data; +- **Extensible**: Easy to customize your own code with other application; +- **Powerful**: Python ecosystem. + +## Tutorials + +1. [Overview](https://akshare.akfamily.xyz/introduction.html) +2. [Installation](https://akshare.akfamily.xyz/installation.html) +3. [Tutorial](https://akshare.akfamily.xyz/tutorial.html) +4. [Data Dict](https://akshare.akfamily.xyz/data/index.html) +5. [Subjects](https://akshare.akfamily.xyz/topic/index.html) + +## Contribution + +[AKShare](https://github.com/akfamily/akshare) is still under developing, feel free to open issues and pull requests: + +- Report or fix bugs +- Require or publish interface +- Write or fix documentation +- Add test cases + +> Notice: We use [Black](https://black.readthedocs.io/en/stable/) to format the code + +## Statement + +1. All data provided by [AKShare](https://github.com/akfamily/akshare) is just for academic research purpose; +2. The data provided by [AKShare](https://github.com/akfamily/akshare) is for reference only and does not constitute any investment proposal; +3. Any investor based on [AKShare](https://github.com/akfamily/akshare) research should pay more attention to data risk; +4. [AKShare](https://github.com/akfamily/akshare) will insist on providing open-source financial data; +5. Based on some uncontrollable factors, some data interfaces in [AKShare](https://github.com/akfamily/akshare) may be removed; +6. Please follow the relevant open-source protocol used by [AKShare](https://github.com/akfamily/akshare); +7. Provide HTTP API for the person who uses other program language: [AKTools](https://aktools.readthedocs.io/). + +## Show your style + +Use the badge in your project's README.md: + +```markdown +[](https://github.com/akfamily/akshare) +``` + +Using the badge in README.rst: + +``` +.. image:: https://img.shields.io/badge/Data%20Science-AKShare-green + :target: https://github.com/akfamily/akshare +``` + +Looks like this: + +[](https://github.com/akfamily/akshare) + +## Citation + +Please use this **bibtex** if you want to cite this repository in your publications: + +```markdown +@misc{akshare, + author = {Albert King}, + title = {AKShare}, + year = {2019}, + publisher = {GitHub}, + journal = {GitHub repository}, + howpublished = {\url{https://github.com/akfamily/akshare}}, +} +``` + +## Acknowledgement + +Special thanks [FuShare](https://github.com/LowinLi/fushare) for the opportunity of learning from the project; + +Special thanks [TuShare](https://github.com/waditu/tushare) for the opportunity of learning from the project; + +Thanks for the data provided by [生意社网站](http://www.100ppi.com/); + +Thanks for the data provided by [奇货可查网站](https://qhkch.com/); + +Thanks for the data provided by [中国银行间市场交易商协会网站](http://www.nafmii.org.cn/); + +Thanks for the data provided by [99期货网站](http://www.99qh.com/); + +Thanks for the data provided by [英为财情网站](https://cn.investing.com/); + +Thanks for the data provided by [中国外汇交易中心暨全国银行间同业拆借中心网站](http://www.chinamoney.com.cn/chinese/); + +Thanks for the data provided by [金十数据网站](https://www.jin10.com/); + +Thanks for the data provided by [和讯财经网站](http://www.hexun.com/); + +Thanks for the data provided by [新浪财经网站](https://finance.sina.com.cn/); + +Thanks for the data provided by [Oxford-Man Institute 网站](https://realized.oxford-man.ox.ac.uk/); + +Thanks for the data provided by [DACHENG-XIU 网站](https://dachxiu.chicagobooth.edu/); + +Thanks for the data provided by [上海证券交易所网站](http://www.sse.com.cn/assortment/options/price/); + +Thanks for the data provided by [深证证券交易所网站](http://www.szse.cn/); + +Thanks for the data provided by [北京证券交易所网站](http://www.bse.cn/); + +Thanks for the data provided by [中国金融期货交易所网站](http://www.cffex.com.cn/); + +Thanks for the data provided by [上海期货交易所网站](http://www.shfe.com.cn/); + +Thanks for the data provided by [大连商品交易所网站](http://www.dce.com.cn/); + +Thanks for the data provided by [郑州商品交易所网站](http://www.czce.com.cn/); + +Thanks for the data provided by [上海国际能源交易中心网站](http://www.ine.com.cn/); + +Thanks for the data provided by [Timeanddate 网站](https://www.timeanddate.com/); + +Thanks for the data provided by [河北省空气质量预报信息发布系统网站](http://110.249.223.67/publish/); + +Thanks for the data provided by [南华期货网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [Economic Policy Uncertainty 网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [微博指数网站](https://data.weibo.com/index/newindex); + +Thanks for the data provided by [百度指数网站](http://index.baidu.com/v2/main/index.html); + +Thanks for the data provided by [谷歌指数网站](https://trends.google.com/trends/?geo=US); + +Thanks for the data provided by [申万指数网站](http://www.swsindex.com/idx0120.aspx?columnid=8832); + +Thanks for the data provided by [真气网网站](https://www.zq12369.com/); + +Thanks for the data provided by [财富网站](http://www.fortunechina.com/); + +Thanks for the data provided by [中国证券投资基金业协会网站](http://gs.amac.org.cn/); + +Thanks for the data provided by [Expatistan 网站](https://www.expatistan.com/cost-of-living); + +Thanks for the data provided by [北京市碳排放权电子交易平台网站](https://www.bjets.com.cn/article/jyxx/); + +Thanks for the data provided by [国家金融与发展实验室网站](http://www.nifd.cn/); + +Thanks for the data provided by [IT桔子网站](https://www.itjuzi.com); + +Thanks for the data provided by [东方财富网站](http://data.eastmoney.com/jgdy/); + +Thanks for the data provided by [义乌小商品指数网站](http://www.ywindex.com/Home/Product/index/); + +Thanks for the data provided by [中国国家发展和改革委员会网站](http://jgjc.ndrc.gov.cn/dmzs.aspx?clmId=741); + +Thanks for the data provided by [163网站](https://news.163.com/special/epidemic/); + +Thanks for the data provided by [丁香园网站](http://3g.dxy.cn/newh5/view/pneumonia?scene=2&clicktime=1579615030&enterid=1579615030&from=groupmessage&isappinstalled=0); + +Thanks for the data provided by [百度新型肺炎网站](https://voice.baidu.com/act/newpneumonia/newpneumonia/?from=osari_pc_1); + +Thanks for the data provided by [百度迁徙网站](https://qianxi.baidu.com/?from=shoubai#city=0); + +Thanks for the data provided by [新型肺炎-相同行程查询工具网站](https://rl.inews.qq.com/h5/trip?from=newsapp&ADTAG=tgi.wx.share.message); + +Thanks for the data provided by [新型肺炎-小区查询网站](https://ncov.html5.qq.com/community?channelid=1&from=singlemessage&isappinstalled=0); + +Thanks for the data provided by [商业特许经营信息管理网站](http://txjy.syggs.mofcom.gov.cn/); + +Thanks for the data provided by [慈善中国网站](http://cishan.chinanpo.gov.cn/platform/login.html); + +Thanks for the data provided by [思知网站](https://www.ownthink.com/); + +Thanks for the data provided by [Currencyscoop 网站](https://currencyscoop.com/); + +Thanks for the data provided by [新加坡交易所网站](https://www.sgx.com/zh-hans/research-education/derivatives); + +Thanks for the tutorials provided by [微信公众号: Python大咖谈](https://upload-images.jianshu.io/upload_images/3240514-61004f2c71be4a0b.png). + +## Backer and Sponsor + +<a href="https://www.jetbrains.com/?from=jindaxiang/akshare" target="_blank"> +<img alt="jetbrains" src="https://github.com/akfamily/akshare/blob/master/example/images/jetbrains.svg" width="100px" height="100px"> +</a> + + +%package help +Summary: Development documents and examples for akshare +Provides: python3-akshare-doc +%description help +**AKShare VIP 交流群欢迎大家的加入，加群方式请点击[【加群】](https://zmj.xet.tech/s/28gOeh)** + +**相关视频教程已经发布：《AKShare-初阶-使用教学》、《AKShare-初阶-实战应用》、《AKShare-源码解析》、《开源项目巡礼》**，详情请访问[课程](https://app3rqjh1z21630.h5.xiaoeknow.com)查看更多课程信息！ + +**本次发布 [AKTools](https://github.com/akfamily/aktools) 作为 AKShare 的 HTTP API 版本，突破 Python 语言的限制，欢迎各位小伙伴试用并提出更好的意见或建议！ 点击 [AKTools](https://github.com/akfamily/aktools) 查看使用指南。另外提供 [awesome-data](https://github.com/akfamily/awesome-data) 方便各位小伙伴查询各种数据源。** + + + +[](https://pypi.org/project/akshare/) +[](https://pypi.org/project/akshare/) +[](https://pepy.tech/project/akshare) +[](https://akshare.readthedocs.io/?badge=latest) +[](https://github.com/psf/black) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare/actions) +[](https://github.com/akfamily/akshare/blob/master/LICENSE) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/akfamily/akshare) +[](https://github.com/prettier/prettier) + +## Overview + +[AKShare](https://github.com/akfamily/akshare) requires Python(64 bit) 3.8 or greater, aims to make fetch financial data as convenient as possible. + +**Write less, get more!** + +- Documentation: [中文文档](https://akshare.akfamily.xyz/) + + + +## Installation + +### General + +```shell +pip install akshare --upgrade +``` + +### China + +```shell +pip install akshare -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host=mirrors.aliyun.com --upgrade +``` + +### PR + +Please check out [documentation](https://akshare.akfamily.xyz/contributor.html) if you want to contribute to AKShare + +### Docker + +#### Pull images + +```shell +docker pull registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter +``` + +#### Run Container + +```shell +docker run -it registry.cn-shanghai.aliyuncs.com/akfamily/aktools:jupyter python +``` + +#### Test + +```python +import akshare as ak + +print(ak.__version__) +``` + +## Usage + +### Data + +Code + +```python +import akshare as ak + +stock_zh_a_hist_df = ak.stock_zh_a_hist(symbol="000001", period="daily", start_date="20170301", end_date='20210907', adjust="") +print(stock_zh_a_hist_df) +``` + +Output + +``` + 日期 开盘 收盘 最高 ... 振幅 涨跌幅 涨跌额 换手率 +0 2017-03-01 9.49 9.49 9.55 ... 0.84 0.11 0.01 0.21 +1 2017-03-02 9.51 9.43 9.54 ... 1.26 -0.63 -0.06 0.24 +2 2017-03-03 9.41 9.40 9.43 ... 0.74 -0.32 -0.03 0.20 +3 2017-03-06 9.40 9.45 9.46 ... 0.74 0.53 0.05 0.24 +4 2017-03-07 9.44 9.45 9.46 ... 0.63 0.00 0.00 0.17 + ... ... ... ... ... ... ... ... ... +1100 2021-09-01 17.48 17.88 17.92 ... 5.11 0.45 0.08 1.19 +1101 2021-09-02 18.00 18.40 18.78 ... 5.48 2.91 0.52 1.25 +1102 2021-09-03 18.50 18.04 18.50 ... 4.35 -1.96 -0.36 0.72 +1103 2021-09-06 17.93 18.45 18.60 ... 4.55 2.27 0.41 0.78 +1104 2021-09-07 18.60 19.24 19.56 ... 6.56 4.28 0.79 0.84 +[1105 rows x 11 columns] +``` + +### Plot + +Code + +```python +import akshare as ak +import mplfinance as mpf # Please install mplfinance as follows: pip install mplfinance + +stock_us_daily_df = ak.stock_us_daily(symbol="AAPL", adjust="qfq") +stock_us_daily_df = stock_us_daily_df[["open", "high", "low", "close", "volume"]] +stock_us_daily_df.columns = ["Open", "High", "Low", "Close", "Volume"] +stock_us_daily_df.index.name = "Date" +stock_us_daily_df = stock_us_daily_df["2020-04-01": "2020-04-29"] +mpf.plot(stock_us_daily_df, type='candle', mav=(3, 6, 9), volume=True, show_nontrading=False) +``` + +Output + + + +## Communication + +Pay attention to **数据科学实战** Official Accounts to get more information about Quant, ML, DS and so on, please visit [数据科学实战](https://akshare.akfamily.xyz/introduction.html) for more information: + +<div> + <img alt="data science" src="https://jfds-1252952517.cos.ap-chengdu.myqcloud.com/akshare/readme/qrcode/data_scientist.png"> +</div> + +Pay attention to **数据科学实战** WeChat Official Accounts to get the [AKShare](https://github.com/akfamily/akshare) updated info: + +<div> + <img alt="ds" src="https://github.com/akfamily/akshare/blob/master/example/images/ds.png"> +</div> + +Application to add **AKShare-VIP QQ group** and talk about [AKShare](https://github.com/akfamily/akshare) issues, please contact **AKShare-小助手 QQ**: 1254836886 + + +## Features + +- **Easy of use**: Just one line code to fetch the data; +- **Extensible**: Easy to customize your own code with other application; +- **Powerful**: Python ecosystem. + +## Tutorials + +1. [Overview](https://akshare.akfamily.xyz/introduction.html) +2. [Installation](https://akshare.akfamily.xyz/installation.html) +3. [Tutorial](https://akshare.akfamily.xyz/tutorial.html) +4. [Data Dict](https://akshare.akfamily.xyz/data/index.html) +5. [Subjects](https://akshare.akfamily.xyz/topic/index.html) + +## Contribution + +[AKShare](https://github.com/akfamily/akshare) is still under developing, feel free to open issues and pull requests: + +- Report or fix bugs +- Require or publish interface +- Write or fix documentation +- Add test cases + +> Notice: We use [Black](https://black.readthedocs.io/en/stable/) to format the code + +## Statement + +1. All data provided by [AKShare](https://github.com/akfamily/akshare) is just for academic research purpose; +2. The data provided by [AKShare](https://github.com/akfamily/akshare) is for reference only and does not constitute any investment proposal; +3. Any investor based on [AKShare](https://github.com/akfamily/akshare) research should pay more attention to data risk; +4. [AKShare](https://github.com/akfamily/akshare) will insist on providing open-source financial data; +5. Based on some uncontrollable factors, some data interfaces in [AKShare](https://github.com/akfamily/akshare) may be removed; +6. Please follow the relevant open-source protocol used by [AKShare](https://github.com/akfamily/akshare); +7. Provide HTTP API for the person who uses other program language: [AKTools](https://aktools.readthedocs.io/). + +## Show your style + +Use the badge in your project's README.md: + +```markdown +[](https://github.com/akfamily/akshare) +``` + +Using the badge in README.rst: + +``` +.. image:: https://img.shields.io/badge/Data%20Science-AKShare-green + :target: https://github.com/akfamily/akshare +``` + +Looks like this: + +[](https://github.com/akfamily/akshare) + +## Citation + +Please use this **bibtex** if you want to cite this repository in your publications: + +```markdown +@misc{akshare, + author = {Albert King}, + title = {AKShare}, + year = {2019}, + publisher = {GitHub}, + journal = {GitHub repository}, + howpublished = {\url{https://github.com/akfamily/akshare}}, +} +``` + +## Acknowledgement + +Special thanks [FuShare](https://github.com/LowinLi/fushare) for the opportunity of learning from the project; + +Special thanks [TuShare](https://github.com/waditu/tushare) for the opportunity of learning from the project; + +Thanks for the data provided by [生意社网站](http://www.100ppi.com/); + +Thanks for the data provided by [奇货可查网站](https://qhkch.com/); + +Thanks for the data provided by [中国银行间市场交易商协会网站](http://www.nafmii.org.cn/); + +Thanks for the data provided by [99期货网站](http://www.99qh.com/); + +Thanks for the data provided by [英为财情网站](https://cn.investing.com/); + +Thanks for the data provided by [中国外汇交易中心暨全国银行间同业拆借中心网站](http://www.chinamoney.com.cn/chinese/); + +Thanks for the data provided by [金十数据网站](https://www.jin10.com/); + +Thanks for the data provided by [和讯财经网站](http://www.hexun.com/); + +Thanks for the data provided by [新浪财经网站](https://finance.sina.com.cn/); + +Thanks for the data provided by [Oxford-Man Institute 网站](https://realized.oxford-man.ox.ac.uk/); + +Thanks for the data provided by [DACHENG-XIU 网站](https://dachxiu.chicagobooth.edu/); + +Thanks for the data provided by [上海证券交易所网站](http://www.sse.com.cn/assortment/options/price/); + +Thanks for the data provided by [深证证券交易所网站](http://www.szse.cn/); + +Thanks for the data provided by [北京证券交易所网站](http://www.bse.cn/); + +Thanks for the data provided by [中国金融期货交易所网站](http://www.cffex.com.cn/); + +Thanks for the data provided by [上海期货交易所网站](http://www.shfe.com.cn/); + +Thanks for the data provided by [大连商品交易所网站](http://www.dce.com.cn/); + +Thanks for the data provided by [郑州商品交易所网站](http://www.czce.com.cn/); + +Thanks for the data provided by [上海国际能源交易中心网站](http://www.ine.com.cn/); + +Thanks for the data provided by [Timeanddate 网站](https://www.timeanddate.com/); + +Thanks for the data provided by [河北省空气质量预报信息发布系统网站](http://110.249.223.67/publish/); + +Thanks for the data provided by [南华期货网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [Economic Policy Uncertainty 网站](http://www.nanhua.net/nhzc/varietytrend.html); + +Thanks for the data provided by [微博指数网站](https://data.weibo.com/index/newindex); + +Thanks for the data provided by [百度指数网站](http://index.baidu.com/v2/main/index.html); + +Thanks for the data provided by [谷歌指数网站](https://trends.google.com/trends/?geo=US); + +Thanks for the data provided by [申万指数网站](http://www.swsindex.com/idx0120.aspx?columnid=8832); + +Thanks for the data provided by [真气网网站](https://www.zq12369.com/); + +Thanks for the data provided by [财富网站](http://www.fortunechina.com/); + +Thanks for the data provided by [中国证券投资基金业协会网站](http://gs.amac.org.cn/); + +Thanks for the data provided by [Expatistan 网站](https://www.expatistan.com/cost-of-living); + +Thanks for the data provided by [北京市碳排放权电子交易平台网站](https://www.bjets.com.cn/article/jyxx/); + +Thanks for the data provided by [国家金融与发展实验室网站](http://www.nifd.cn/); + +Thanks for the data provided by [IT桔子网站](https://www.itjuzi.com); + +Thanks for the data provided by [东方财富网站](http://data.eastmoney.com/jgdy/); + +Thanks for the data provided by [义乌小商品指数网站](http://www.ywindex.com/Home/Product/index/); + +Thanks for the data provided by [中国国家发展和改革委员会网站](http://jgjc.ndrc.gov.cn/dmzs.aspx?clmId=741); + +Thanks for the data provided by [163网站](https://news.163.com/special/epidemic/); + +Thanks for the data provided by [丁香园网站](http://3g.dxy.cn/newh5/view/pneumonia?scene=2&clicktime=1579615030&enterid=1579615030&from=groupmessage&isappinstalled=0); + +Thanks for the data provided by [百度新型肺炎网站](https://voice.baidu.com/act/newpneumonia/newpneumonia/?from=osari_pc_1); + +Thanks for the data provided by [百度迁徙网站](https://qianxi.baidu.com/?from=shoubai#city=0); + +Thanks for the data provided by [新型肺炎-相同行程查询工具网站](https://rl.inews.qq.com/h5/trip?from=newsapp&ADTAG=tgi.wx.share.message); + +Thanks for the data provided by [新型肺炎-小区查询网站](https://ncov.html5.qq.com/community?channelid=1&from=singlemessage&isappinstalled=0); + +Thanks for the data provided by [商业特许经营信息管理网站](http://txjy.syggs.mofcom.gov.cn/); + +Thanks for the data provided by [慈善中国网站](http://cishan.chinanpo.gov.cn/platform/login.html); + +Thanks for the data provided by [思知网站](https://www.ownthink.com/); + +Thanks for the data provided by [Currencyscoop 网站](https://currencyscoop.com/); + +Thanks for the data provided by [新加坡交易所网站](https://www.sgx.com/zh-hans/research-education/derivatives); + +Thanks for the tutorials provided by [微信公众号: Python大咖谈](https://upload-images.jianshu.io/upload_images/3240514-61004f2c71be4a0b.png). + +## Backer and Sponsor + +<a href="https://www.jetbrains.com/?from=jindaxiang/akshare" target="_blank"> +<img alt="jetbrains" src="https://github.com/akfamily/akshare/blob/master/example/images/jetbrains.svg" width="100px" height="100px"> +</a> + + +%prep +%autosetup -n akshare-1.9.48 + +%build +%py3_build + +%install +%py3_install +install -d -m755 %{buildroot}/%{_pkgdocdir} +if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi +if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi +if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi +if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi +pushd %{buildroot} +if [ -d usr/lib ]; then + find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/lib64 ]; then + find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/bin ]; then + find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst +fi +if [ -d usr/sbin ]; then + find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst +fi +touch doclist.lst +if [ -d usr/share/man ]; then + find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst +fi +popd +mv %{buildroot}/filelist.lst . +mv %{buildroot}/doclist.lst . + +%files -n python3-akshare -f filelist.lst +%dir %{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Mon Apr 10 2023 Python_Bot <Python_Bot@openeuler.org> - 1.9.48-1 +- Package Spec generated @@ -0,0 +1 @@ +0c685574a8f53f26ca9427b5a27d2414 akshare-1.9.48.tar.gz |