instruction stringclasses 100
values | code stringlengths 78 193k | response stringlengths 259 170k | file stringlengths 59 203 |
|---|---|---|---|
Turn comments into proper docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.utils.cons import headers
def index_realtime_fund_sw(symbol: str = "基础一级") -> pd.DataFrame:
url = "https://www.swsresearch.com/insWechatSw/fundIndex/pageList"
payload = {
"pageNo": 1,
"pageSize": 50... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/4/11 17:40
+Desc: 申万宏源研究-申万指数-指数发布-基金指数-实时行情
+https://www.swsresearch.com/institute_sw/allIndex/releasedIndex
+"""
import pandas as pd
import requests
@@ -8,6 +13,14 @@
def index_realtime_fund_sw(symbol: str = "基础一级") -> pd.... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_research_fund_sw.py |
Document my Python code with docstrings | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def option_daily_stats_sse(date: str = "20240626") -> pd.DataFrame:
url = "http://query.sse.com.cn/commonQuery.do"
params = {
"isPagination": "false",
"sqlId": "COMMON_SSE_ZQPZ_YSP_QQ_SJTJ_MRTJ_CX",
"tra... | --- +++ @@ -1,11 +1,26 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/6/27 22:20
+Desc: 上海证券交易所-产品-股票期权-每日统计
+https://www.sse.com.cn/assortment/options/date/
+深圳证券交易所-市场数据-期权数据-日度概况
+https://investor.szse.cn/market/option/day/index.html
+"""
import pandas as pd
import requests
def option_da... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_daily_stats_sse_szse.py |
Add well-formatted docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import pandas as pd
from curl_cffi import requests
def stock_news_em(symbol: str = "603777") -> pd.DataFrame:
url = "https://search-api-web.eastmoney.com/search/jsonp"
inner_param = {
"uid": "",
"keyword": symbol,
"type": ["cms... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/12/23 17:15
+Desc: 个股新闻数据
+https://so.eastmoney.com/news/s?keyword=603777
+"""
import json
@@ -8,6 +13,14 @@
def stock_news_em(symbol: str = "603777") -> pd.DataFrame:
+ """
+ 东方财富-个股新闻-最近 100 条新闻
+ https://so.east... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/news/news_stock.py |
Add structured docstrings to improve clarity | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def index_kq_fashion(symbol: str = "时尚创意指数") -> pd.DataFrame:
url = "http://api.idx365.com/index/project/34/data"
symbol_map = {
"柯桥时尚指数": "root",
"时尚创意指数": "01",
"时尚设计人才数": "0101",
"新花型推出数": "010... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/6/13 22:05
+Desc: 柯桥时尚指数
+http://ss.kqindex.cn:9559/rinder_web_kqsszs/index/index_page.do
+"""
import pandas as pd
import requests
def index_kq_fashion(symbol: str = "时尚创意指数") -> pd.DataFrame:
+ """
+ 柯桥时尚指数
+ htt... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_kq_ss.py |
Create documentation strings for testing functions | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import datetime
import warnings
from io import StringIO
import pandas as pd
import requests
from akshare.option.cons import (
get_calendar,
convert_date,
CZCE_DAILY_OPTION_URL_3,
SHFE_HEADERS,
)
def option_hist_dce(
symbol: str = "聚丙烯期权", trade_date:... | --- +++ @@ -1,5 +1,18 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/10/17 21:00
+Desc: 商品期权数据
+说明：
+(1) 价格：自2019年12月02日起，纤维板报价单位由元/张改为元/立方米
+(2) 价格：元/吨，鸡蛋为元/500千克，纤维板为元/立方米，胶合板为元/张
+(3) 成交量、持仓量：手（按双边计算）
+(4) 成交额：万元（按双边计算）
+(5) 涨跌＝收盘价－前结算价
+(6) 涨跌1=今结算价-前结算价
+(7) 合约系列：具有相同月份标的期货合约的所有期权合约的统称
+(8) 隐含波动... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_commodity.py |
Add documentation for all methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import math
import pandas as pd
import requests
from akshare.utils.tqdm import get_tqdm
def index_hist_sw(symbol: str = "801030", period: str = "day") -> pd.DataFrame:
period_map = {
"day": "DAY",
"week": "WEEK",
"month": "MONTH",
}
u... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/10/23 13:00
+Desc: 申万宏源研究-指数系列
+https://www.swsresearch.com/institute_sw/allIndex/releasedIndex
+"""
import math
@@ -10,6 +15,16 @@
def index_hist_sw(symbol: str = "801030", period: str = "day") -> pd.DataFrame:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_research_sw.py |
Write clean docstrings for readability | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def stock_zh_index_hist_csindex(
symbol: str = "000928",
start_date: str = "20180526",
end_date: str = "20240604",
) -> pd.DataFrame:
url = "https://www.csindex.com.cn/csindex-home/perf/index-perf"
params = {
... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/12/23 17:00
+Desc: 中证指数-所有指数-历史行情数据
+https://www.csindex.com.cn/zh-CN/indices/index-detail/H30374#/indices/family/list?index_series=1
+"""
import pandas as pd
import requests
@@ -10,6 +15,19 @@ start_date: str = "20180526",... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_stock_zh_csindex.py |
Add clean documentation to messy code | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import warnings
from io import StringIO
import pandas as pd
import requests
def option_hist_yearly_czce(symbol: str = "SR", year: str = "2021") -> pd.DataFrame:
symbol_year_dict = {
"SR": "2017",
"CF": "2019",
"TA": "2019",
"MA": "2019... | --- +++ @@ -1,5 +1,31 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/10/17 16:30
+Desc: 郑州商品交易所-交易数据-历史行情下载-期权历史行情下载
+http://www.czce.com.cn/cn/jysj/lshqxz/H770319index_1.htm
+自 20200101 起，成交量、空盘量、成交额、行权量均为单边计算
+郑州商品交易所-期权上市时间表
+"SR": "20170419"
+"CF": "20190410"
+"TA": "20191216"
+"MA": "20191217"
+... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_czce.py |
Add docstrings for better understanding | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def option_contract_info_ctp() -> pd.DataFrame:
url = "http://dict.openctp.cn/instruments?types=option"
r = requests.get(url)
data_json = r.json()
temp_df = pd.DataFrame(data_json["data"])
# 字段映射：英文字段名 -> 中文字段名
... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/10/30 17:40
+Desc: openctp-合约信息接口
+http://openctp.cn/instruments.html
+"""
import pandas as pd
import requests
def option_contract_info_ctp() -> pd.DataFrame:
+ """
+ openctp-合约信息接口-期权合约
+ http://openctp.cn/instru... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_contract_info_ctp.py |
Add docstrings that explain logic | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import re
import pandas as pd
import requests
import py_mini_racer
from functools import lru_cache
from akshare.stock.cons import hk_js_decode
from akshare.utils.func import fetch_paginated_data
def _replace_comma(x) -> str:
if "," in str(x):
return str(x).... | --- +++ @@ -1,5 +1,12 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/15 22:30
+Desc: 港股股票指数数据-新浪-东财
+所有指数-实时行情数据和历史行情数据
+https://finance.sina.com.cn/realstock/company/sz399552/nc.shtml
+https://quote.eastmoney.com/gb/zsHSTECF2L.html
+"""
import re
@@ -14,6 +21,13 @@
def _replace_comma(x) -... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_stock_hk.py |
Generate missing documentation strings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from tqdm import tqdm
def index_kq_fz(symbol: str = "价格指数") -> pd.DataFrame:
symbol_map = {
"价格指数": "1_1",
"景气指数": "1_2",
"外贸指数": "2",
}
url = "http://www.kqindex.cn/flzs/table_data"
params = {
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/5/18 17:10
+Desc: 中国柯桥纺织指数
+http://www.kqindex.cn/flzs/jiage
+"""
import pandas as pd
import requests
@@ -7,6 +12,14 @@
def index_kq_fz(symbol: str = "价格指数") -> pd.DataFrame:
+ """
+ 中国柯桥纺织指数
+ http://www.kqindex.cn... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_kq_fz.py |
Generate missing documentation strings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
import py_mini_racer
from akshare.stock.cons import (
zh_js_decode,
)
def index_us_stock_sina(symbol: str = ".INX") -> pd.DataFrame:
url = f"https://finance.sina.com.cn/staticdata/us/{symbol}"
r = requests.get(url)
js_c... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/3/17 18:20
+Desc: 新浪财经-美股指数行情
+https://stock.finance.sina.com.cn/usstock/quotes/.IXIC.html
+"""
import pandas as pd
import requests
@@ -11,6 +16,14 @@
def index_us_stock_sina(symbol: str = ".INX") -> pd.DataFrame:
+ """
+... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_stock_us_sina.py |
Add docstrings for utility scripts | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.index.cons import index_global_sina_symbol_map
def index_global_name_table() -> pd.DataFrame:
temp_df = pd.DataFrame.from_dict(
index_global_sina_symbol_map, orient="index", columns=["代码"]
)
temp_df.ind... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/7 17:00
+Desc: 新浪财经-行情中心-环球市场
+https://finance.sina.com.cn/stock/globalindex/quotes/UKX
+"""
import pandas as pd
import requests
@@ -8,6 +13,12 @@
def index_global_name_table() -> pd.DataFrame:
+ """
+ 新浪财经-行情中心-环球市场... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_global_sina.py |
Generate documentation strings for clarity | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from bs4 import BeautifulSoup
from akshare.utils import demjson
def option_commodity_contract_sina(symbol: str = "玉米期权") -> pd.DataFrame:
url = "https://stock.finance.sina.com.cn/futures/view/optionsDP.php/pg_o/dce"
r = request... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2022/1/23 10:21
+Desc: 新浪财经-商品期权
+https://stock.finance.sina.com.cn/futures/view/optionsDP.php
+"""
import pandas as pd
import requests
@@ -9,6 +14,14 @@
def option_commodity_contract_sina(symbol: str = "玉米期权") -> pd.DataFrame:
+... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_commodity_sina.py |
Add verbose docstrings with examples | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from io import StringIO
import pandas as pd
import requests
from bs4 import BeautifulSoup
from akshare.utils.cons import headers
def sw_index_first_info() -> pd.DataFrame:
url = "https://legulegu.com/stockdata/sw-industry-overview"
r = requests.get(url, headers=... | --- +++ @@ -1,5 +1,11 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/1/24 15:00
+Desc: 申万宏源研究-申万指数-指数发布
+乐咕乐股网
+https://legulegu.com/stockdata/index-composition?industryCode=851921.SI
+"""
from io import StringIO
@@ -11,6 +17,12 @@
def sw_index_first_info() -> pd.DataFrame:
+ """
+ 乐咕乐... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_sw.py |
Generate descriptive docstrings automatically | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def spot_goods(symbol: str = "波罗的海干散货指数") -> pd.DataFrame:
url = "https://stock.finance.sina.com.cn/futures/api/openapi.php/GoodsIndexService.get_goods_index"
symbol_url_dict = {
"波罗的海干散货指数": "BDI",
"钢坯价格指数": "GP... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/12/26 18:30
+Desc: 商品现货价格指数
+https://finance.sina.com.cn/futuremarket/spotprice.shtml#titlePos_0
+"""
import pandas as pd
import requests
def spot_goods(symbol: str = "波罗的海干散货指数") -> pd.DataFrame:
+ """
+ 新浪财经-商品现货价格... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_spot.py |
Write docstrings for this repository | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from functools import lru_cache
from io import StringIO
import pandas as pd
import requests
from bs4 import BeautifulSoup
@lru_cache()
def option_comm_symbol() -> pd.DataFrame:
import urllib3
urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/5 15:00
+Desc: 九期网-商品期权手续费
+https://www.9qihuo.com/qiquanshouxufei
+"""
from functools import lru_cache
from io import StringIO
@@ -31,6 +36,14 @@
def option_comm_info(symbol: str = "工业硅期权") -> pd.DataFrame:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_comm_qihuo.py |
Document classes and their methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def index_hog_spot_price() -> pd.DataFrame:
url = "https://hqb.nxin.com/pigindex/getPigIndexChart.shtml"
params = {"regionId": "0"}
r = requests.get(url, params=params)
data_json = r.json()
temp_df = pd.DataFrame(dat... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/3/21 11:16
+Desc: 行情宝
+https://hqb.nxin.com/pigindex/index.shtml
+"""
import pandas as pd
import requests
def index_hog_spot_price() -> pd.DataFrame:
+ """
+ 行情宝-生猪市场价格指数
+ https://hqb.nxin.com/pigindex/index.shtm... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_hog.py |
Auto-generate documentation strings for this file | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import re
import pandas as pd
import requests
from bs4 import BeautifulSoup
from tqdm import tqdm
def news_cctv(date: str = "20240424") -> pd.DataFrame:
if int(date) <= int("20130708"):
url = f"https://cctv.cntv.cn/lm/xinwenlianbo/{date}.shtml"
r = re... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/4/25 17:00
+Desc: 新闻联播文字稿
+https://tv.cctv.com/lm/xwlb
+"""
import re
@@ -10,6 +15,14 @@
def news_cctv(date: str = "20240424") -> pd.DataFrame:
+ """
+ 新闻联播文字稿
+ https://tv.cctv.com/lm/xwlb
+ :param date: 需要获取数据... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/news/news_cctv.py |
Write docstrings including parameters and return values | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
from akshare.request import make_request_with_retry_json
def qdii_e_index_jsl(cookie: str = "") -> pd.DataFrame:
url = "https://www.jisilu.cn/data/qdii/qdii_list/E"
params = {
"___jsl": "LST___t=1728207798534",
"rp": "22",
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/10/6 17:00
+Desc: 集思录-T+0 QDII
+集思录：https://www.jisilu.cn/data/qdii/#qdiie
+"""
import pandas as pd
@@ -7,6 +12,12 @@
def qdii_e_index_jsl(cookie: str = "") -> pd.DataFrame:
+ """
+ 集思录-T+0 QDII-欧美市场-欧美指数
+ https:/... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/qdii/qdii_jsl.py |
Fully document this Python code with docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import datetime
import json
import os
import pandas as pd
import requests
import py_mini_racer
def _get_js_path(name: str = "", module_file: str = "") -> str:
module_folder = os.path.abspath(os.path.dirname(os.path.dirname(module_file)))
module_json_path = os.pat... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/2/20 14:00
+Desc: 电影票房数据
+https://ys.endata.cn/BoxOffice/Movie
+"""
import datetime
import json
@@ -11,12 +16,28 @@
def _get_js_path(name: str = "", module_file: str = "") -> str:
+ """
+ get JS file path
+ :param n... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/movie/movie_yien.py |
Document this code for team use | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def option_current_day_sse() -> pd.DataFrame:
url = "http://query.sse.com.cn/commonQuery.do"
params = {
"isPagination": "false",
"expireDate": "",
"securityId": "",
"sqlId": "SSE_ZQPZ_YSP_GGQQZSX... | --- +++ @@ -1,11 +1,22 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/9/8 16:20
+Desc: 上海证券交易所-产品-股票期权-信息披露-当日合约
+http://www.sse.com.cn/assortment/options/disclo/preinfo/
+"""
import pandas as pd
import requests
def option_current_day_sse() -> pd.DataFrame:
+ """
+ 上海证券交易所-产品-股票期权-信息披... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_current_sse.py |
Add docstrings explaining edge cases | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import os
import pandas as pd
import requests
import py_mini_racer
def _get_js_path(name: str = "", module_file: str = "") -> str:
module_folder = os.path.abspath(os.path.dirname(os.path.dirname(module_file)))
module_json_path = os.path.join(module_fo... | --- +++ @@ -1,5 +1,13 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2021/11/15 20:40
+Desc: 艺恩
+视频放映
+电视剧集
+综艺节目
+https://www.endata.com.cn/Video/index.html
+"""
import json
import os
@@ -10,12 +18,28 @@
def _get_js_path(name: str = "", module_file: str = "") -> str:
+ """
+ get JS file pat... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/movie/video_yien.py |
Add docstrings with type hints explained | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def nlp_ownthink(word: str = "人工智能", indicator: str = "entity") -> pd.DataFrame:
url = "https://api.ownthink.com/kg/knowledge"
payload = {
"entity": word,
}
r = requests.post(url, data=payload)
if not r.json(... | --- +++ @@ -1,11 +1,27 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/6 14:02
+Desc: ownthink-knowledge graph
+https://ownthink.com/
+https://www.ownthink.com/docs/kg/
+"""
import pandas as pd
import requests
def nlp_ownthink(word: str = "人工智能", indicator: str = "entity") -> pd.DataFrame:
... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/nlp/nlp_interface.py |
Write Python docstrings for this snippet | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import math
import re
import pandas as pd
from curl_cffi import requests
def _get_baidu_cookie(headers: dict) -> str:
try:
# 使用Session保持Cookie上下文
with requests.Session() as session:
session.headers.update(headers)
# 第一步：获取基础C... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/12/1 22:00
+Desc: 百度股市通-经济数据
+https://gushitong.baidu.com/calendar
+"""
import math
import re
@@ -9,6 +14,13 @@
def _get_baidu_cookie(headers: dict) -> str:
+ """
+ 安全获取百度股市通所需的Cookie
+ :param headers: 基础请求头
+ :... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/news/news_baidu.py |
Add docstrings for internal functions | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import requests
import pandas as pd
def index_sugar_msweet() -> pd.DataFrame:
url = "https://www.msweet.com.cn/eportal/ui"
params = {
"struts.portlet.action": "/portlet/price!getSTZSJson.action",
"moduleId": "cb752447cfe24b44b18c7a7e9abab048",
... | --- +++ @@ -1,11 +1,22 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2023/6/19 17:00
+Desc: 沐甜科技数据中心-中国食糖指数
+https://www.msweet.com.cn/mtkj/sjzx13/index.html
+"""
import requests
import pandas as pd
def index_sugar_msweet() -> pd.DataFrame:
+ """
+ 沐甜科技数据中心-中国食糖指数
+ https://www.msweet.... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_sugar.py |
Add professional docstrings to my codebase | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from io import BytesIO
import pandas as pd
import requests
from akshare.option.cons import (
SH_OPTION_PAYLOAD,
SH_OPTION_PAYLOAD_OTHER,
SH_OPTION_URL_50,
SH_OPTION_URL_KING_50,
SH_OPTION_URL_300,
SH_OPTION_URL_KING_300,
SH_OPTION_URL_500,
... | --- +++ @@ -1,5 +1,13 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/2/24 15:18
+Desc: 金融期权数据
+http://www.sse.com.cn/assortment/options/price/
+http://www.szse.cn/market/product/option/index.html
+http://www.cffex.com.cn/hs300gzqq/
+http://www.cffex.com.cn/zz1000gzqq/
+"""
from io import BytesIO
... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_finance.py |
Write docstrings for backend logic | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def index_yw(symbol: str = "月景气指数") -> pd.DataFrame:
import urllib3
urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
if symbol == "月景气指数":
url = "https://apiserver.chinagoods.com/yiwuindex/v1/act... | --- +++ @@ -1,11 +1,29 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/5/3
+Desc: 义乌小商品指数
+目前可以通过这些接口直接请求到 JSON 数据
+周价格指数：https://apiserver.chinagoods.com/yiwuindex/v1/active/industry/class/history/piweek?gcCode=
+月价格指数：https://apiserver.chinagoods.com/yiwuindex/v1/active/industry/class/history/month?... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/index/index_yw.py |
Write docstrings including parameters and return values | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.utils.func import fetch_paginated_data
def option_current_em() -> pd.DataFrame:
url = "https://23.push2.eastmoney.com/api/qt/clist/get"
params = {
"pn": "1",
"pz": "100",
"po": "1",
"... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/2/18 16:30
+Desc: 东方财富网-行情中心-期权市场
+https://quote.eastmoney.com/center/qqsc.html
+"""
import pandas as pd
import requests
@@ -7,6 +12,12 @@
def option_current_em() -> pd.DataFrame:
+ """
+ 东方财富网-行情中心-期权市场
+ https://q... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_em.py |
Add well-formatted docstrings | #!/usr/bin/env python
import datetime
import json
from functools import lru_cache
from typing import Dict, List, Tuple
import pandas as pd
import requests
from bs4 import BeautifulSoup
from akshare.option.option_em import option_current_em
from akshare.utils.func import set_df_columns
# 期权-中金所-上证50指数
def option_cf... | --- +++ @@ -1,4 +1,15 @@ #!/usr/bin/env python
+"""
+Date: 2024/6/21 18:00
+Desc: 新浪财经-股票期权
+https://stock.finance.sina.com.cn/option/quotes.html
+期权-中金所-沪深 300 指数
+https://stock.finance.sina.com.cn/futures/view/optionsCffexDP.php
+期权-上交所-50ETF
+期权-上交所-300ETF
+期权-上交所-500ETF
+https://stock.finance.sina.com.cn/option/quo... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_finance_sina.py |
Create docstrings for all classes and functions | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
from bs4 import BeautifulSoup
def spot_hog_soozhu() -> pd.DataFrame:
session = requests.session()
url = "https://www.soozhu.com/price/data/center/"
r = session.get(url)
soup = BeautifulSoup(r.text, features="lxml")
... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/8/10 15:30
+Desc: 搜猪-生猪大数据-各省均价实时排行榜
+https://www.soozhu.com/price/data/center/
+"""
import pandas as pd
import requests
@@ -7,6 +12,12 @@
def spot_hog_soozhu() -> pd.DataFrame:
+ """
+ 搜猪-生猪大数据-各省均价实时排行榜
+ https:/... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/spot/spot_hog_soozhu.py |
Add well-formatted docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from functools import lru_cache
from typing import Dict
import pandas as pd
import requests
@lru_cache()
def __reits_code_market_map() -> Dict:
url = "https://95.push2.eastmoney.com/api/qt/clist/get"
params = {
"pn": "1",
"pz": "100",
"po"... | --- +++ @@ -1,5 +1,11 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/8/26 15:00
+Desc: REITs 行情及信息
+https://quote.eastmoney.com/center/gridlist.html#fund_reits_all
+https://www.jisilu.cn/data/cnreits/#CnReits
+"""
from functools import lru_cache
from typing import Dict
@@ -10,6 +16,12 @@
@lru_c... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/reits/reits_basic.py |
Add detailed docstrings explaining each function | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def option_lhb_em(
symbol: str = "510050",
indicator: str = "期权交易情况-认沽交易量",
trade_date: str = "20220121",
) -> pd.DataFrame:
url = "https://datacenter-web.eastmoney.com/api/data/get"
params = {
"type": "RPT_... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/7/30 17:00
+Desc: 东方财富网-数据中心-特色数据-期权龙虎榜单
+https://data.eastmoney.com/other/qqlhb.html
+"""
import pandas as pd
import requests
@@ -10,6 +15,18 @@ indicator: str = "期权交易情况-认沽交易量",
trade_date: str = "20220121",
) -> pd.... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_lhb_em.py |
Create docstrings for all classes and functions | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
from akshare.utils.func import fetch_paginated_data
def option_premium_analysis_em() -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/clist/get"
params = {
"fid": "f250",
"po": "1",
"pz": "100",
"pn":... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/3/11 17:00
+Desc: 东方财富网-数据中心-特色数据-期权折溢价
+https://data.eastmoney.com/other/premium.html
+"""
import pandas as pd
@@ -7,6 +12,12 @@
def option_premium_analysis_em() -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-特色数据-期权折溢价
+ h... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_premium_analysis_em.py |
Write docstrings for utility functions | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import json
import pandas as pd
import requests
from bs4 import BeautifulSoup
def __get_item_of_spot_price_qh() -> pd.DataFrame:
url = "https://www.99qh.com/data/spotTrend"
r = requests.get(url)
soup = BeautifulSoup(r.text, features="lxml")
data_text = s... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/5/16 20:00
+Desc: 99 期货-数据-期现-现货走势
+https://www.99qh.com/data/spotTrend
+"""
import json
@@ -9,6 +14,12 @@
def __get_item_of_spot_price_qh() -> pd.DataFrame:
+ """
+ 99 期货-数据-期现-品种和 ID 对应表
+ https://www.99qh.com/d... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/spot/spot_price_qh.py |
Include argument descriptions in docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import datetime
import json
import os
import pandas as pd # type: ignore
import requests
import py_mini_racer # type: ignore
def _get_js_path(name: str = "", module_file: str = "") -> str:
module_folder = os.path.abspath(os.path.dirname(os.path.dirname(module_file)... | --- +++ @@ -1,5 +1,12 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2021/11/16 20:40
+Desc: 艺恩-艺人
+艺人商业价值
+艺人流量价值
+https://www.endata.com.cn/Marketing/Artist/business.html
+"""
import datetime
import json
@@ -11,12 +18,28 @@
def _get_js_path(name: str = "", module_file: str = "") -> str:
+ """... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/movie/artist_yien.py |
Create structured documentation for my script | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import requests
import pandas as pd
from io import StringIO
from bs4 import BeautifulSoup
from functools import lru_cache
@lru_cache()
def option_margin_symbol() -> pd.DataFrame:
url = "https://www.iweiai.com/qiquan/yuanyou"
r = requests.get(url)
soup = Beaut... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/6/16 18:00
+Desc: 唯爱期货-期权保证金
+https://www.iweiai.com/qihuo/yuanyou
+"""
import requests
import pandas as pd
@@ -11,6 +16,11 @@
@lru_cache()
def option_margin_symbol() -> pd.DataFrame:
+ """
+ 获取商品期权品种代码和名称
+ :return:... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_margin.py |
Add docstrings to improve code quality | import time
import requests
from requests.exceptions import RequestException
from akshare.exceptions import NetworkError, APIError, RateLimitError, DataParsingError
from akshare.utils.context import config
def make_request_with_retry_json(
url, params=None, headers=None, proxies=None, max_retries=3, retry_delay... | --- +++ @@ -10,6 +10,17 @@ def make_request_with_retry_json(
url, params=None, headers=None, proxies=None, max_retries=3, retry_delay=1
):
+ """
+ 发送 HTTP GET 请求，支持重试机制和代理设置。
+
+ :param url: 请求的 URL
+ :param params: URL 参数 (可选)
+ :param headers: 请求头 (可选)
+ :param proxies: 代理设置 (可选)
+ :param m... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/request.py |
Fully document this Python code with docstrings | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_dat... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/11/20 22:00
+Desc: 巨潮资讯-个股-历史分红
+https://webapi.cninfo.com.cn/#/company?companyid=600009
+"""
import pandas as pd
import py_mini_racer
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: str = "cninfo.js") -> str:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_dividend_cninfo.py |
Write docstrings including parameters and return values | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_report_fund_hold(
symbol: str = "基金持仓", date: str = "20210331"
) -> pd.DataFrame:
symbol_map = {
"基金持仓": "1",
"QFII持仓": "2",
"社保持仓": "3",
"券商持仓": "4",
"保险持仓": "5",
"信托持仓"... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2021/12/19 13:09
+Desc: 东方财富网-数据中心-主力数据-基金持仓
+http://data.eastmoney.com/zlsj/2020-06-30-1-2.html
+"""
import pandas as pd
import requests
@@ -8,6 +13,16 @@ def stock_report_fund_hold(
symbol: str = "基金持仓", date: str = "20210331"... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_fund_hold.py |
Add inline docstrings for readability | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import math
import time
from functools import lru_cache
import pandas as pd
import requests
from akshare.utils.func import fetch_paginated_data
from akshare.utils.tqdm import get_tqdm
def stock_individual_fund_flow(
stock: str = "600094", market: str = "sh"
) -> pd.... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/10 19:00
+Desc: 东方财富网-数据中心-资金流向
+https://data.eastmoney.com/zjlx/detail.html
+"""
import math
import time
@@ -15,6 +20,16 @@ def stock_individual_fund_flow(
stock: str = "600094", market: str = "sh"
) -> pd.DataFrame:
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_fund_em.py |
Insert docstrings into my code | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hk_famous_spot_em() -> pd.DataFrame:
url = "https://69.push2.eastmoney.com/api/qt/clist/get"
params = {
"pn": "1",
"pz": "50000",
"po": "1",
"np": "2",
"ut": "bd1d9ddb04089700cf9... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/2/24 18:30
+Desc: 东方财富网-行情中心-港股市场-知名港股
+https://quote.eastmoney.com/center/gridlist.html#hk_wellknown
+"""
import pandas as pd
import requests
def stock_hk_famous_spot_em() -> pd.DataFrame:
+ """
+ 东方财富网-行情中心-港股市场-知名... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hk_famous.py |
Write docstrings for this repository | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import datetime
from typing import AnyStr
import pandas as pd
import requests
from akshare.futures.cons import (
QHKC_FUND_BS_URL,
QHKC_FUND_POSITION_URL,
QHKC_FUND_POSITION_CHANGE_URL,
QHKC_FUND_DEAL_URL,
)
def get_qhkc_fund_bs(
date: datetime.datet... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/4/10 18:00
+Desc: 奇货可查网站目前已经商业化运营, 特提供奇货可查-资金数据接口, 方便您程序化调用
+注：期货价格为收盘价; 现货价格来自网络; 基差=现货价格-期货价格; 基差率=(现货价格-期货价格)/现货价格 * 100 %.
+"""
import datetime
from typing import AnyStr
@@ -18,6 +23,71 @@ def get_qhkc_fund_bs(
date: da... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/qhkc_web/qhkc_fund.py |
Add documentation for all methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_dzjy_sctj() -> pd.DataFrame:
url = "https://datacenter-web.eastmoney.com/api/data/v1/get"
params = {
"sortColumns": "TRADE_DATE",
"sortTypes": "-1",
"pageSize": "500",
"pageNumber": "1",... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/1/13 22:30
+Desc: 东方财富网-数据中心-大宗交易-市场统计
+https://data.eastmoney.com/dzjy/
+"""
import pandas as pd
import requests
def stock_dzjy_sctj() -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-大宗交易-市场统计
+ https://data.eastmoney.com/dz... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_dzjy_em.py |
Auto-generate documentation strings for this file | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_cninfo(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_d... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/10/22 15:00
+Desc: 巨潮资讯-数据浏览器-筹资指标-公司配股实施方案
+https://webapi.cninfo.com.cn/#/dataBrowse
+"""
import pandas as pd
import py_mini_racer
@@ -9,6 +14,13 @@
def _get_file_content_cninfo(file: str = "cninfo.js") -> str:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_allotment_cninfo.py |
Add docstrings for utility scripts | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def car_market_total_cpca(
symbol: str = "狭义乘用车", indicator: str = "产量"
) -> pd.DataFrame:
url = "http://data.cpcadata.com/api/chartlist"
params = {"charttype": "1"}
r = requests.get(url, params=params)
data_json = r... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/8/3 20:00
+Desc: 乘联会
+http://data.cpcadata.com/FuelMarket
+"""
import pandas as pd
import requests
@@ -8,6 +13,16 @@ def car_market_total_cpca(
symbol: str = "狭义乘用车", indicator: str = "产量"
) -> pd.DataFrame:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/other/other_car_cpca.py |
Create simple docstrings for beginners | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def option_risk_indicator_sse(date: str = "20240626") -> pd.DataFrame:
url = "http://query.sse.com.cn/commonQuery.do"
params = {
"isPagination": "false",
"trade_date": date,
"sqlId": "SSE_ZQPZ_YSP_GGQQZS... | --- +++ @@ -1,11 +1,23 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/9/8 16:20
+Desc: 上海证券交易所-产品-股票期权-期权风险指标
+"""
import pandas as pd
import requests
def option_risk_indicator_sse(date: str = "20240626") -> pd.DataFrame:
+ """
+ 上海证券交易所-产品-股票期权-期权风险指标
+ http://www.sse.com.cn/assor... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_risk_indicator_sse.py |
Add docstrings to make code maintainable | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from datetime import datetime
import pandas as pd
import requests
def stock_hot_search_baidu(
symbol: str = "A股", date: str = "20250616", time: str = "今日"
):
hour_str = datetime.now().hour
symbol_map = {
"全市场": "all",
"A股": "ab",
"港股":... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/6/16 18:19
+Desc: 百度股市通-热搜股票
+https://gushitong.baidu.com/hotlist?mainTab=hotSearch&market=all
+"""
from datetime import datetime
@@ -10,6 +15,18 @@ def stock_hot_search_baidu(
symbol: str = "A股", date: str = "20250616", t... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hot_search_baidu.py |
Provide clean and structured docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
from py_mini_racer import MiniRacer
import requests
from akshare.stock.cons import (
hk_js_decode,
hk_sina_stock_hist_url,
hk_sina_stock_hist_hfq_url,
hk_sina_stock_hist_qfq_url,
)
from akshare.utils.tqdm import get_tqdm
def stock_hk_s... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2026/3/15 23:00
+Desc: 新浪财经-港股-实时行情数据和历史行情数据(包含前复权和后复权因子)
+https://stock.finance.sina.com.cn/hkstock/quotes/00700.html
+"""
import pandas as pd
from py_mini_racer import MiniRacer
@@ -15,6 +20,12 @@
def stock_hk_spot() -> pd.Data... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hk_sina.py |
Document helper functions with docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_gsrl_gsdt_em(date: str = "20230808") -> pd.DataFrame:
url = "https://datacenter-web.eastmoney.com/api/data/v1/get"
params = {
"sortColumns": "SECURITY_CODE",
"sortTypes": "1",
"pageSize": "5000"... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/8/8 21:30
+Desc: 东方财富网-数据中心-股市日历
+https://data.eastmoney.com/gsrl/gsdt.html
+"""
import pandas as pd
import requests
def stock_gsrl_gsdt_em(date: str = "20230808") -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-股市日历-公司动态
+ h... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_gsrl_em.py |
Create docstrings for reusable components | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_data... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/24 23:30
+Desc: 巨潮资讯-数据中心-专题统计-股东股本-股东人数及持股集中度
+https://webapi.cninfo.com.cn/#/thematicStatistics
+"""
import pandas as pd
import py_mini_racer
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: str = "cninfo.js") -> str:
+... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hold_num_cninfo.py |
Generate consistent docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hk_hot_rank_em() -> pd.DataFrame:
url = "https://emappdata.eastmoney.com/stockrank/getAllCurrHkUsList"
payload = {
"appId": "appId01",
"globalId": "786e4c21-70dc-435a-93bb-38",
"marketType": "00... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/3/25 22:15
+Desc: 东方财富个股人气榜-港股市场
+https://guba.eastmoney.com/rank/
+"""
import pandas as pd
import requests
def stock_hk_hot_rank_em() -> pd.DataFrame:
+ """
+ 东方财富-个股人气榜-人气榜-港股市场
+ https://guba.eastmoney.com/rank... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hk_hot_rank_em.py |
Document my Python code with docstrings | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
from akshare.utils.func import fetch_paginated_data
def option_value_analysis_em() -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/clist/get"
params = {
"fid": "f301",
"po": "1",
"pz": "100",
"pn": "... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/3/11 17:00
+Desc: 东方财富网-数据中心-特色数据-期权价值分析
+https://data.eastmoney.com/other/valueAnal.html
+"""
import pandas as pd
@@ -7,6 +12,12 @@
def option_value_analysis_em() -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-特色数据-期权价值分析
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_value_analysis_em.py |
Write docstrings for utility functions | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hot_rank_em() -> pd.DataFrame:
url = "https://emappdata.eastmoney.com/stockrank/getAllCurrentList"
payload = {
"appId": "appId01",
"globalId": "786e4c21-70dc-435a-93bb-38",
"marketType": "",
... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/7/8 17:15
+Desc: 东方财富个股人气榜
+https://guba.eastmoney.com/rank/
+"""
import pandas as pd
import requests
def stock_hot_rank_em() -> pd.DataFrame:
+ """
+ 东方财富-个股人气榜-人气榜
+ https://guba.eastmoney.com/rank/
+ :return... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hot_rank_em.py |
Generate docstrings for this script | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import datetime
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_cninfo(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as ... | --- +++ @@ -1,5 +1,13 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/24 23:30
+Desc: 巨潮资讯-数据中心-专题统计-股东股本-实际控制人持股变动
+https://webapi.cninfo.com.cn/#/thematicStatistics
+
+巨潮资讯-数据中心-专题统计-股东股本-高管持股变动明细
+https://webapi.cninfo.com.cn/#/thematicStatistics
+"""
import datetime
@@ -11,6 +19,13 @@
d... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hold_control_cninfo.py |
Document all endpoints with docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.utils import demjson
def car_sale_rank_gasgoo(symbol: str = "车企榜", date: str = "202109") -> pd.DataFrame:
symbol_map = {
"车型榜": "M",
"车企榜": "F",
"品牌榜": "B",
}
url = "https://i.gasgoo.com... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/4/3 19:00
+Desc: 汽车行业制造企业数据库
+http://i.gasgoo.com/data/ranking
+"""
import pandas as pd
import requests
@@ -8,6 +13,16 @@
def car_sale_rank_gasgoo(symbol: str = "车企榜", date: str = "202109") -> pd.DataFrame:
+ """
+ 盖世汽... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/other/other_car_gasgoo.py |
Add detailed docstrings explaining each function | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from akshare.pro import client
from akshare.utils import token_process
def pro_api(token=""):
if token == "" or token is None:
token = token_process.get_token()
if token is not None and token != "":
pro = client.DataApi(token)
return pro
... | --- +++ @@ -1,11 +1,18 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2019/11/10 22:52
+Desc: 数据接口初始化
+"""
from akshare.pro import client
from akshare.utils import token_process
def pro_api(token=""):
+ """
+ 初始化 pro API,第一次可以通过ak.set_token('your token')来记录自己的token凭证，临时token可以通过本参数传入
+ "... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/pro/data_pro.py |
Write docstrings for this repository | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
import py_mini_racer
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_data... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/5/19 18:34
+Desc: 巨潮资讯-数据中心-专题统计-公司治理-对外担保
+https://webapi.cninfo.com.cn/#/thematicStatistics
+"""
import pandas as pd
import requests
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: str = "cninfo.js") -> str:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_cg_guarantee.py |
Add concise docstrings to each method | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from typing import AnyStr
import pandas as pd
import requests
from akshare.futures.cons import (
QHKC_INDEX_URL,
QHKC_INDEX_TREND_URL,
QHKC_INDEX_PROFIT_LOSS_URL,
)
def get_qhkc_index(name: AnyStr = "奇货商品", url: AnyStr = QHKC_INDEX_URL):
name_id_dict = {... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/4/10 18:00
+Desc: 奇货可查网站目前已经商业化运营, 特提供奇货可查-指数数据接口, 方便您程序化调用
+注：期货价格为收盘价; 现货价格来自网络; 基差=现货价格-期货价格; 基差率=(现货价格-期货价格)/现货价格 * 100 %.
+"""
from typing import AnyStr
@@ -14,6 +19,28 @@
def get_qhkc_index(name: AnyStr = "奇货商品", url:... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/qhkc_web/qhkc_index.py |
Add documentation for all methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from tqdm import tqdm
def stock_hold_management_detail_em() -> pd.DataFrame:
url = "https://datacenter-web.eastmoney.com/api/data/v1/get"
params = {
"reportName": "RPT_EXECUTIVE_HOLD_DETAILS",
"columns": "ALL",
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/5/19 18:30
+Desc: 东方财富网-数据中心-特色数据-高管持股
+https://data.eastmoney.com/executive/list.html
+"""
import pandas as pd
import requests
@@ -7,6 +12,12 @@
def stock_hold_management_detail_em() -> pd.DataFrame:
+ """
+ 东方财富网-数据中... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hold_control_em.py |
Please document this code using docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from io import StringIO
import pandas as pd
import requests
def stock_hk_fhpx_detail_ths(symbol: str = "0700") -> pd.DataFrame:
url = f"https://basic.10jqka.com.cn/176/HK{symbol}/bonus.html"
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; ... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/1/16 15:30
+Desc: 同花顺-港股-分红派息
+https://stockpage.10jqka.com.cn/HK0700/bonus/
+"""
from io import StringIO
@@ -8,6 +13,14 @@
def stock_hk_fhpx_detail_ths(symbol: str = "0700") -> pd.DataFrame:
+ """
+ 同花顺-港股-分红派息
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hk_fhpx_ths.py |
Generate docstrings for each module | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
from akshare.utils.func import fetch_paginated_data
def option_risk_analysis_em() -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/clist/get"
params = {
"fid": "f12",
"po": "1",
"pz": "100",
"pn": "1"... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/3/13 21:50
+Desc: 东方财富网-数据中心-特色数据-期权风险分析
+https://data.eastmoney.com/other/riskanal.html
+"""
import pandas as pd
@@ -7,6 +12,12 @@
def option_risk_analysis_em() -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-特色数据-期权风险分析
+ h... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/option/option_risk_analysis_em.py |
Generate helpful docstrings for debugging | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hk_growth_comparison_em(symbol: str = "03900") -> pd.DataFrame:
url = "https://datacenter.eastmoney.com/securities/api/data/v1/get"
params = {
"reportName": "RPT_PCF10_INDUSTRY_HKGROWTH",
"columns": "SE... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/9/24 15:00
+Desc: 东方财富-港股-行业对比
+https://emweb.securities.eastmoney.com/PC_HKF10/pages/home/index.html?code=03900&type=web&color=w#/IndustryComparison
+"""
import pandas as pd
import requests
def stock_hk_growth_comparison_... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hk_comparison_em.py |
Add docstrings to improve readability | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def repo_rate_query(symbol: str = "回购定盘利率") -> pd.DataFrame:
if symbol == "回购定盘利率":
url = "https://www.chinamoney.com.cn/r/cms/www/chinamoney/data/currency/frr-chrt.csv"
temp_df = pd.read_csv(url, header=None)
... | --- +++ @@ -1,11 +1,23 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/1/20 23:04
+Desc: 中国外汇交易中心暨全国银行间同业拆借中心-回购定盘利率-历史数据
+"""
import pandas as pd
import requests
def repo_rate_query(symbol: str = "回购定盘利率") -> pd.DataFrame:
+ """
+ 中国外汇交易中心暨全国银行间同业拆借中心-回购定盘利率-历史数据
+ https://www.china... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/rate/repo_rate.py |
Document classes and their methods | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
from akshare.utils.cons import headers
def spot_symbol_table_sge() -> pd.DataFrame:
temp_list = [
"Au99.99",
"Au99.95",
"Au100g",
"Pt99.95",
"Ag(T+D)",
"Au(T+D)",
"mAu(T+D)",... | --- +++ @@ -1,5 +1,12 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/4/11 22:00
+Desc: 上海黄金交易所-数据资讯-行情走势
+https://www.sge.com.cn/sjzx/mrhq
+上海黄金交易所-数据资讯-上海金基准价-历史数据
+上海黄金交易所-数据资讯-上海银基准价-历史数据
+"""
import pandas as pd
import requests
@@ -8,6 +15,12 @@
def spot_symbol_table_sge() -> pd.DataFram... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/spot/spot_sge.py |
Add docstrings including usage examples | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from typing import AnyStr
import pandas as pd
import requests
from akshare.futures.cons import QHKC_TOOL_FOREIGN_URL, QHKC_TOOL_GDP_URL
def qhkc_tool_foreign(url: AnyStr = QHKC_TOOL_FOREIGN_URL):
payload_id = {"page": 1, "limit": 10}
r = requests.post(url, data=... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2019/9/30 13:58
+Desc: 奇货可查网站目前已经商业化运营, 特提供奇货可查-工具数据接口, 方便您程序化调用
+注：期货价格为收盘价; 现货价格来自网络; 基差=现货价格-期货价格; 基差率=(现货价格-期货价格)/现货价格 * 100 %.
+"""
from typing import AnyStr
@@ -10,6 +15,33 @@
def qhkc_tool_foreign(url: AnyStr = QHKC_TOOL_... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/qhkc_web/qhkc_tool.py |
Generate helpful docstrings for debugging | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import time
import pandas as pd
import requests
import py_mini_racer
js_str = """
function mcode(input) {
var keyStr = "ABCDEFGHIJKLMNOP" + "QRSTUVWXYZabcdef" + "ghijklmnopqrstuv" + "wxyz0123456789+/" + "=";
var output = "";
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2021/9/29 16:19
+Desc: 巨潮资讯-数据中心-专题统计-公司治理-公司诉讼
+http://webapi.cninfo.com.cn/#/thematicStatistics
+"""
import time
@@ -41,6 +46,18 @@ def stock_cg_lawsuit_cninfo(
symbol: str = "全部", start_date: str = "20180630", end_date: str ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_cg_lawsuit.py |
Include argument descriptions in docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from functools import partial
from urllib import parse
import pandas as pd
import requests
class DataApi:
__token = ""
__http_url = "https://api.qhkch.com"
def __init__(self, token, timeout=10):
self.__token = token
self.__timeout = timeout
... | --- +++ @@ -1,5 +1,9 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2019/11/10 22:52
+Desc: 数据接口源代码
+"""
from functools import partial
from urllib import parse
@@ -13,10 +17,27 @@ __http_url = "https://api.qhkch.com"
def __init__(self, token, timeout=10):
+ """
+ 初始化函数
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/pro/client.py |
Generate docstrings for this script | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import math
import pandas as pd
import requests
from akshare.utils import demjson
from tqdm import tqdm
def stock_sector_spot(indicator: str = "新浪行业") -> pd.DataFrame:
if indicator == "新浪行业":
url = "http://vip.stock.finance.sina.com.cn/q/view/new... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/5/9 17:06
+Desc: 新浪行业-板块行情
+http://finance.sina.com.cn/stock/sl/
+"""
import json
import math
@@ -12,6 +17,14 @@
def stock_sector_spot(indicator: str = "新浪行业") -> pd.DataFrame:
+ """
+ 新浪行业-板块行情
+ http://finance.sin... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_industry.py |
Generate docstrings with examples | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import math
import pandas as pd
import requests
from akshare.utils.func import fetch_paginated_data
def stock_zh_a_st_em() -> pd.DataFrame:
url = "https://40.push2.eastmoney.com/api/qt/clist/get"
params = {
"pn": "1",
"pz": "100",
"po": ... | --- +++ @@ -1,5 +1,13 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/3/19 15:30
+Desc: 新股和风险警示股
+新浪-行情中心-沪深股市-次新股
+https://vip.stock.finance.sina.com.cn/mkt/#new_stock
+东方财富网-行情中心-沪深个股-风险警示板
+https://quote.eastmoney.com/center/gridlist.html#st_board
+"""
import math
@@ -10,6 +18,12 @@
def s... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_zh_a_special.py |
Write docstrings for algorithm functions | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_us_famous_spot_em(symbol: str = "科技类") -> pd.DataFrame:
market_map = {
"科技类": "0216",
"金融类": "0217",
"医药食品类": "0218",
"媒体类": "0220",
"汽车能源类": "0219",
"制造零售类": "0221",
}
... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/2/24 18:30
+Desc: 东方财富网-行情中心-美股市场-知名美股
+https://quote.eastmoney.com/center/gridlist.html#us_wellknown
+"""
import pandas as pd
import requests
def stock_us_famous_spot_em(symbol: str = "科技类") -> pd.DataFrame:
+ """
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_us_famous.py |
Generate consistent docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import pandas as pd
import requests
def __event_stream(url, params):
# 使用 stream=True 参数来启用流式请求
response = requests.get(url, params=params, stream=True)
event_data = ""
for line in response.iter_lines():
# 过滤掉保持连接的空行
if line:
... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/10 18:00
+Desc: 东财财富-日内分时数据
+https://quote.eastmoney.com/f1.html?newcode=0.000001
+"""
import json
@@ -22,6 +27,14 @@
def stock_intraday_em(symbol: str = "000001") -> pd.DataFrame:
+ """
+ 东方财富-分时数据
+ https://quo... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_intraday_em.py |
Create documentation strings for testing functions | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import numpy as np
import pandas as pd
import requests
import py_mini_racer
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as ... | --- +++ @@ -1,5 +1,11 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/5/19 18:34
+Desc: 巨潮资讯-行业分类数据
+https://webapi.cninfo.com.cn/#/apiDoc
+https://webapi.cninfo.com.cn/api/stock/p_stock2110
+"""
import numpy as np
import pandas as pd
@@ -10,6 +16,13 @@
def _get_file_content_ths(file: str = "... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_industry_cninfo.py |
Add docstrings with type hints explained | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_data... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/24 23:30
+Desc: 巨潮资讯-数据中心-专题统计-公司治理-股权质押
+https://webapi.cninfo.com.cn/#/thematicStatistics
+"""
import pandas as pd
import py_mini_racer
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: str = "cninfo.js") -> str:
+ ""... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_cg_equity_mortgage.py |
Add verbose docstrings with examples | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
import py_mini_racer
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_data... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/6/18 18:30
+Desc: 巨潮资讯-数据中心-行业分析-行业市盈率
+http://webapi.cninfo.com.cn/#/thematicStatistics?name=%E6%8A%95%E8%B5%84%E8%AF%84%E7%BA%A7
+"""
import pandas as pd
import requests
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: st... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_industry_pe_cninfo.py |
Generate missing documentation strings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import re
from functools import lru_cache
import pandas as pd
import requests
from akshare.utils.func import fetch_paginated_data
@lru_cache()
def __stock_board_industry_name_em() -> pd.DataFrame:
url = "https://17.push2.eastmoney.com/api/qt/clist/get"
params = ... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/10 19:30
+Desc: 东方财富-沪深板块-行业板块
+https://quote.eastmoney.com/center/boardlist.html#industry_board
+"""
import re
from functools import lru_cache
@@ -12,6 +17,12 @@
@lru_cache()
def __stock_board_industry_name_em() -> pd.Data... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_board_industry_em.py |
Write docstrings for utility functions | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import time
from typing import Dict
import pandas as pd
import requests
def stock_js_weibo_nlp_time() -> Dict:
url = "https://datacenter-api.jin10.com/weibo/config"
payload = {"_": int(time.time() * 1000)}
headers = {
"authority": "datacenter-api.jin1... | --- +++ @@ -1,5 +1,14 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2022/3/5 17:00
+Desc: 金十数据中心-实时监控-微博舆情报告
+https://datacenter.jin10.com/market
+报告内容：时间期限可选择2小时、6小时、12小时、1天、1周、1月。
+该表格展示的是在对应的时间期限内，个股在微博讨论中的人气排行指数。
+红色颜色越深，表明该股票讨论热度越高，其当前的涨幅更大。
+绿色颜色越深，表明该股票讨论的热度越低，其当前的跌幅更大。
+"""
import time
from t... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_weibo_nlp.py |
Add docstrings that explain inputs and outputs | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import requests
import pandas as pd
def stock_price_js(symbol: str = "us") -> pd.DataFrame:
url = "https://calendar-api.ushknews.com/getWebTargetPriceList"
params = {
"limit": "20",
"category": symbol,
}
headers = {
"accept": "appli... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2022/11/27 13:30
+Desc: 美股目标价 or 港股目标价
+https://www.ushknews.com/report.html
+"""
import requests
import pandas as pd
def stock_price_js(symbol: str = "us") -> pd.DataFrame:
+ """
+ 美股目标价 or 港股目标价
+ https://www.ushknew... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_us_js.py |
Add docstrings to incomplete code | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import re
import pandas as pd
import py_mini_racer
import requests
from akshare.stock.cons import (
zh_sina_a_stock_payload,
zh_sina_a_stock_url,
zh_sina_a_stock_count_url,
zh_sina_a_stock_hist_url,
hk_js_decode,
zh_sina_a_stock_hfq_url... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2026/1/9 22:00
+Desc: 新浪财经-A股-实时行情数据和历史行情数据(包含前复权和后复权因子)
+https://finance.sina.com.cn/realstock/company/sh689009/nc.shtml
+"""
import json
import re
@@ -23,6 +28,12 @@
def _get_zh_a_page_count() -> int:
+ """
+ 所有股票的总页数
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_zh_a_sina.py |
Add docstrings for utility scripts | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import warnings
from functools import lru_cache
from io import BytesIO
from io import StringIO
import pandas as pd
import requests
from akshare.utils.tqdm import get_tqdm
@lru_cache()
def stock_info_sz_name_code(symbol: str = "A股列表") -> pd.DataFrame:
url ... | --- +++ @@ -1,5 +1,9 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/5/27 15:30
+Desc: 股票基本信息
+"""
import json
import warnings
@@ -14,6 +18,14 @@
@lru_cache()
def stock_info_sz_name_code(symbol: str = "A股列表") -> pd.DataFrame:
+ """
+ 深圳证券交易所-股票列表
+ https://www.szse.cn/market/product/st... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_info.py |
Add docstrings to improve readability | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import io
import pandas as pd
import requests
from akshare.utils.cons import headers
def stock_industry_clf_hist_sw() -> pd.DataFrame:
url = "https://www.swsresearch.com/swindex/pdf/SwClass2021/StockClassifyUse_stock.xls" # 此处为 https
r = requests.get(url, heade... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/7/22 17:30
+Desc: 申万宏源研究-行业分类
+http://www.swhyresearch.com/institute_sw/allIndex/downloadCenter/industryType
+"""
import io
@@ -10,6 +15,12 @@
def stock_industry_clf_hist_sw() -> pd.DataFrame:
+ """
+ 申万宏源研究-行业分类-全部行业... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_industry_sw.py |
Generate NumPy-style docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_bid_ask_em(symbol: str = "000001") -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/stock/get"
market_code = 1 if symbol.startswith("6") else 0
params = {
"fltt": "2",
"invt": "2",
... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/2/16 18:30
+Desc: 东方财富-行情报价
+https://quote.eastmoney.com/sz000001.html
+"""
import pandas as pd
import requests
def stock_bid_ask_em(symbol: str = "000001") -> pd.DataFrame:
+ """
+ 东方财富-行情报价
+ https://quote.eastm... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_ask_bid_em.py |
Insert docstrings into my code | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
from akshare.utils.func import fetch_paginated_data
def stock_zh_ah_spot_em() -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/clist/get"
params = {
"np": "1",
"fltt": "1",
"invt": "2",
"fs": "b:DLMK01... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/9 23:00
+Desc: 东方财富网-行情中心-沪深港通
+https://quote.eastmoney.com/center/gridlist.html#ah_comparison
+"""
import pandas as pd
@@ -7,6 +12,12 @@
def stock_zh_ah_spot_em() -> pd.DataFrame:
+ """
+ 东方财富网-行情中心-沪深港通-AH股比价-实时行情... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hsgt_em.py |
Add concise docstrings to each method | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import numpy as np
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_cninfo(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") ... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2024/10/21 22:20
+Desc: 巨潮资讯-股本股东-公司股本变动
+https://webapi.cninfo.com.cn/api/stock/p_stock2215
+"""
import numpy as np
import pandas as pd
@@ -10,6 +15,13 @@
def _get_file_content_cninfo(file: str = "cninfo.js") -> str:
+ """
+... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_share_changes_cninfo.py |
Document this script properly | # !/usr/bin/env python
# -*- coding:utf-8 -*-
import re
from datetime import datetime
import pandas as pd
import requests
def _convert_timestamp(timestamp_ms: int) -> str:
timestamp_s = timestamp_ms / 1000
datetime_obj = datetime.fromtimestamp(timestamp_s)
return datetime_obj.strftime("%Y-%m-%d %H:%M:%S... | --- +++ @@ -1,5 +1,10 @@ # !/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2026/1/13 15:00
+Desc: 雪球-行情中心-个股
+https://xueqiu.com/S/SH513520
+"""
import re
from datetime import datetime
@@ -9,6 +14,13 @@
def _convert_timestamp(timestamp_ms: int) -> str:
+ """
+ 时间戳转换为字符串时间
+ :param timestamp_ms... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_xq.py |
Add documentation for all methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import re
from functools import lru_cache
import pandas as pd
import requests
from akshare.utils.func import fetch_paginated_data
@lru_cache()
def __stock_board_concept_name_em() -> pd.DataFrame:
url = "https://79.push2.eastmoney.com/api/qt/clist/get"
params = {... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/12 17:00
+Desc: 东方财富-沪深板块-概念板块
+https://quote.eastmoney.com/center/boardlist.html#concept_board
+"""
import re
from functools import lru_cache
@@ -12,6 +17,12 @@
@lru_cache()
def __stock_board_concept_name_em() -> pd.DataFr... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_board_concept_em.py |
Add docstrings for better understanding | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hot_up_em() -> pd.DataFrame:
url = "https://emappdata.eastmoney.com/stockrank/getAllHisRcList"
payload = {
"appId": "appId01",
"globalId": "786e4c21-70dc-435a-93bb-38",
"marketType": "",
... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/6/15 15:15
+Desc: 东方财富个股人气榜
+https://guba.eastmoney.com/rank/
+"""
import pandas as pd
import requests
def stock_hot_up_em() -> pd.DataFrame:
+ """
+ 东方财富-个股人气榜-飙升榜
+ https://guba.eastmoney.com/rank/
+ :return:... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_hot_up_em.py |
Add clean documentation to messy code | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
from functools import lru_cache
import pandas as pd
import requests
import py_mini_racer
from tqdm import tqdm
from akshare.stock.cons import (
js_hash_text,
zh_js_decode,
us_sina_stock_list_url,
us_sina_stock_dict_payload,
us_sina_stock_hi... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/1/14 17:00
+Desc: 新浪财经-美股实时行情数据和历史行情数据
+https://finance.sina.com.cn/stock/usstock/sector.shtml
+"""
import json
from functools import lru_cache
@@ -20,6 +25,12 @@
@lru_cache()
def __get_us_page_count() -> int:
+ """
+ 新... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_us_sina.py |
Document this script properly | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.utils.tqdm import get_tqdm
def stock_us_pink_spot_em() -> pd.DataFrame:
url = "https://23.push2.eastmoney.com/api/qt/clist/get"
params = {
"np": "1",
"fltt": "1",
"invt": "1",
"fs": ... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/6/17 14:00
+Desc: 东方财富网-行情中心-美股市场-粉单市场
+https://quote.eastmoney.com/center/gridlist.html#us_pinksheet
+"""
import pandas as pd
import requests
@@ -8,6 +13,12 @@
def stock_us_pink_spot_em() -> pd.DataFrame:
+ """
+ 东方财富... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_us_pink.py |
Generate docstrings for script automation | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import json
import pandas as pd
import requests
from tqdm import tqdm
def stock_share_hold_change_sse(symbol: str = "600000") -> pd.DataFrame:
url = "https://query.sse.com.cn/commonQuery.do"
params = {
"isPagination": "true",
"pageHelp.pageSize": ... | --- +++ @@ -1,5 +1,15 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/11/8 17:00
+Desc: 董监高及相关人员持股变动
+北京证券交易所-信息披露-监管信息-董监高及相关人员持股变动
+https://www.bse.cn/disclosure/djg_sharehold_change.html
+深圳证券交易所-信息披露-监管信息公开-董监高人员股份变动
+https://www.szse.cn/disclosure/supervision/change/index.html
+上海证券交易所-披露-监管信息公开-... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_share_hold.py |
Improve my code by adding docstrings | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
from tqdm import tqdm
def stock_repurchase_em() -> pd.DataFrame:
url = "https://datacenter-web.eastmoney.com/api/data/v1/get"
params = {
"sortColumns": "UPD,DIM_DATE,DIM_SCODE",
"sortTypes": "-1,-1,-1",
... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2022/8/29 14:20
+Desc: 东方财富网-数据中心-股票回购-股票回购数据
+https://data.eastmoney.com/gphg/hglist.html
+"""
import pandas as pd
import requests
@@ -7,6 +12,12 @@
def stock_repurchase_em() -> pd.DataFrame:
+ """
+ 东方财富网-数据中心-股票回购-股票回购数... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_repurchase_em.py |
Create simple docstrings for beginners | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import warnings
from io import BytesIO, StringIO
import pandas as pd
import requests
from bs4 import BeautifulSoup
def stock_szse_summary(date: str = "20240830") -> pd.DataFrame:
url = "http://www.szse.cn/api/report/ShowReport"
params = {
"SHOWTYPE": "xls... | --- +++ @@ -1,5 +1,12 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/5/5 00:00
+Desc: 股票数据-总貌-市场总貌
+股票数据-总貌-成交概括
+https://www.szse.cn/market/overview/index.html
+https://www.sse.com.cn/market/stockdata/statistic/
+"""
import warnings
from io import BytesIO, StringIO
@@ -10,6 +17,14 @@
def sto... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_summary.py |
Document this code for team use | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from typing import Dict
from datetime import datetime
from functools import lru_cache
from io import StringIO
import pandas as pd
import requests
from bs4 import BeautifulSoup
import py_mini_racer
from akshare.datasets import get_ths_js
from akshare.utils import demjson
f... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/27 14:20
+Desc: 同花顺-板块-概念板块
+https://q.10jqka.com.cn/thshy/
+"""
from typing import Dict
from datetime import datetime
@@ -17,6 +22,13 @@
def _get_file_content_ths(file: str = "ths.js") -> str:
+ """
+ 获取 JS 文件的内容
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock_feature/stock_board_concept_ths.py |
Generate missing documentation strings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.stock_feature.stock_a_indicator import get_token_lg, get_cookie_csrf
def stock_a_all_pb() -> pd.DataFrame:
url = "https://legulegu.com/api/stock-data/market-index-pb"
params = {
"marketId": "ALL",
"... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/4/11 20:40
+Desc: 全部A股-等权重市净率、中位数市净率
+https://www.legulegu.com/stockdata/all-pb
+"""
import pandas as pd
import requests
@@ -8,6 +13,12 @@
def stock_a_all_pb() -> pd.DataFrame:
+ """
+ 全部A股-等权重市净率、中位数市净率
+ https://l... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock_feature/stock_all_pb.py |
Create docstrings for API functions | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_staq_net_stop() -> pd.DataFrame:
url = "https://5.push2.eastmoney.com/api/qt/clist/get"
params = {
"pn": "1",
"pz": "50000",
"po": "1",
"np": "2",
"ut": "bd1d9ddb04089700cf9c27f6... | --- +++ @@ -1,11 +1,22 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/2/24 18:33
+Desc: 两网及退市
+https://quote.eastmoney.com/center/gridlist.html#staq_net_board
+"""
import pandas as pd
import requests
def stock_staq_net_stop() -> pd.DataFrame:
+ """
+ 东方财富网-行情中心-沪深个股-两网及退市
+ https://... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_stop.py |
Generate documentation strings for clarity | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.utils.tqdm import get_tqdm
from akshare.utils.cons import headers
def stock_analyst_rank_em(year: str = "2024") -> pd.DataFrame:
url = "https://data.eastmoney.com/dataapi/invest/list"
params = {
"sortColumns... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2023/8/20 20:00
+Desc: 东方财富网-数据中心-研究报告-东方财富分析师指数
+https://data.eastmoney.com/invest/invest/list.html
+"""
import pandas as pd
import requests
@@ -8,6 +13,14 @@
def stock_analyst_rank_em(year: str = "2024") -> pd.DataFrame:
+ "... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock_feature/stock_analyst_em.py |
Add docstrings to make code maintainable | # -*- coding:utf-8 -*-
# !/usr/bin/env python
import pandas as pd
import requests
def stock_individual_info_em(
symbol: str = "603777", timeout: float = None
) -> pd.DataFrame:
url = "https://push2.eastmoney.com/api/qt/stock/get"
market_code = 1 if symbol.startswith("6") else 0
params = {
"fl... | --- +++ @@ -1,5 +1,10 @@ # -*- coding:utf-8 -*-
# !/usr/bin/env python
+"""
+Date: 2025/2/15 22:00
+Desc: 东方财富网-个股-股票信息
+https://quote.eastmoney.com/concept/sh603777.html?from=classic
+"""
import pandas as pd
import requests
@@ -8,6 +13,16 @@ def stock_individual_info_em(
symbol: str = "603777", timeout: floa... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_info_em.py |
Add documentation for all methods | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
def stock_hk_security_profile_em(symbol: str = "03900") -> pd.DataFrame:
url = "https://datacenter.eastmoney.com/securities/api/data/v1/get"
params = {
"reportName": "RPT_HKF10_INFO_SECURITYINFO",
"columns": "SEC... | --- +++ @@ -1,11 +1,24 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/9/11 13:00
+Desc: 东方财富-港股-公司概况
+https://emweb.securities.eastmoney.com/PC_HKF10/pages/home/index.html?code=03900&type=web&color=w#/CompanyProfile
+"""
import pandas as pd
import requests
def stock_hk_security_profile_em(sy... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_profile_em.py |
Generate descriptive docstrings automatically | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import requests
from akshare.stock_feature.stock_a_indicator import get_token_lg, get_cookie_csrf
def stock_ebs_lg() -> pd.DataFrame:
url = "https://legulegu.com/api/stockdata/equity-bond-spread"
token = get_token_lg()
params = {"token": t... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2025/3/19 15:30
+Desc: 乐咕乐股-股债利差
+https://legulegu.com/stockdata/equity-bond-spread
+"""
import pandas as pd
import requests
@@ -8,6 +13,12 @@
def stock_ebs_lg() -> pd.DataFrame:
+ """
+ 乐咕乐股-股债利差
+ https://legulegu.com/... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock_feature/stock_ebs_lg.py |
Write reusable docstrings | #!/usr/bin/env python
# -*- coding:utf-8 -*-
import pandas as pd
import py_mini_racer
import requests
from akshare.datasets import get_ths_js
def _get_file_content_ths(file: str = "cninfo.js") -> str:
setting_file_path = get_ths_js(file)
with open(setting_file_path, encoding="utf-8") as f:
file_data... | --- +++ @@ -1,5 +1,10 @@ #!/usr/bin/env python
# -*- coding:utf-8 -*-
+"""
+Date: 2024/10/14 22:00
+Desc: 巨潮资讯-个股-公司概况
+https://webapi.cninfo.com.cn/#/company
+"""
import pandas as pd
import py_mini_racer
@@ -9,6 +14,13 @@
def _get_file_content_ths(file: str = "cninfo.js") -> str:
+ """
+ 获取 JS 文件的内容
+ ... | https://raw.githubusercontent.com/akfamily/akshare/HEAD/akshare/stock/stock_profile_cninfo.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.