akfamily / akshare Goto Github PK

您好，
请问akshare是否有国债历史收益率的数据呢？
手动的话，可以从http://yield.chinabond.com.cn/cbweb-pbc-web/pbc/showHistory?locale=cn_ZH
上下载。但是不知道是否可以通过python程序化抓取。

多谢！

epidemic_baidu_df = ak.epidemic_baidu(indicator="历史")
print(epidemic_baidu_df)

Fetching historic data from epidemic_baidu@akshare...
Traceback (most recent call last):
File "", line 8, in
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/akshare/event/sos.py", line 278, in epidemic_baidu
json_data = json.loads(r.text[r.text.find("V.conf = ") + 9: r.text.find("V.bsData") - 1])
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/json/init.py", line 357, in loads
return _default_decoder.decode(s)
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/json/decoder.py", line 337, in decode
obj, end = self.raw_decode(s, idx=_w(s, 0).end())
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/json/decoder.py", line 355, in raw_decode
raise JSONDecodeError("Expecting value", s, err.value) from None
json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)

Successfully installed akshare-0.4.1

【数据日期】和【期末投资者(万户)-A股账户】数据似乎出错了

1.首先非常感谢akshare的开源。非常牛逼强大的一个开源库
2.希望能够有一个接口获取可转债转股价变动记录接口

ak.get_dce_rank_table(date='20180718')，多次调用同一句代码，得到的结果不一致，可能会出现数据缺失，数据可能为14条，可能13、12条

Describe the bug
as title
To Reproduce
Steps to reproduce the behavior:

import akshare as ak
ak.index_stock_cons(index="000001")

---------------------------------------------------------------------------KeyError                                  Traceback (most recent call last)/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3077             try:
-> 3078                 return self._engine.get_loc(key)
   3079             except KeyError:
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()
pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()
KeyError: '品种代码'
During handling of the above exception, another exception occurred:
KeyError                                  Traceback (most recent call last)<ipython-input-18-c30681f6440d> in <module>
----> 1 ak.index_stock_cons(index="000001")
~/external-libraries/python/akshare/index/index_cons.py in index_stock_cons(index)
     97         temp_df = temp_df.append(pd.read_html(r.text, header=1)[3], ignore_index=True)
     98     temp_df = temp_df.iloc[:, :3]
---> 99     temp_df["品种代码"] = temp_df["品种代码"].astype(str).str.zfill(6)
    100     return temp_df
    101 
/opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages/pandas/core/frame.py in __getitem__(self, key)
   2686             return self._getitem_multilevel(key)
   2687         else:
-> 2688             return self._getitem_column(key)
   2689 
   2690     def _getitem_column(self, key):

Expected behavior
return a dataframe

中金所得日线数据格式发生更改， futures.get_cffex_daily 在获取数据后的字段对应不上，造成数据错误。
原因是数据的field 与返回的数据row index 强依赖造成的。建议利用返回数据的列名做映射。

TypeError Traceback (most recent call last)
in
1 import akshare as ak
----> 2 currency_hist_df = ak.currency_hist(index_name="usd/jpy", start_date="2005/01/01", end_date="2020/01/17")
3 print(currency_hist_df)

TypeError: currency_hist() got an unexpected keyword argument 'index_name'

I already upgraded akshare. Without index_name the code runs well.

返回值的index 类型不统一，需要优化成datetime
返回值有些是string，有些是float和int，也不完全统一
字段column名称有些错乱

例如今天发现的
df1 = ak.macro_china_market_margin_sz()
df2 = ak.macro_china_market_margin_sh()

我尝试提交一个pull request，但估计是一个批量问题，之前也遇到过一次没有记录。
辛苦了。

K线增加能否增加start_date 参数，用于筛选开始时间

Describe the bug
A clear and concise description of what the bug is.

To Reproduce
Steps to reproduce the behavior:

1. Go to '...'
2. Click on '....'
3. Scroll down to '....'
4. See error

Expected behavior
A clear and concise description of what you expected to happen.

Screenshots
If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

• OS: [e.g. iOS]
• Browser [e.g. chrome, safari]
• Version [e.g. 22]

Smartphone (please complete the following information):

• Device: [e.g. iPhone6]
• OS: [e.g. iOS8.1]
• Browser [e.g. stock browser, safari]
• Version [e.g. 22]

Additional context
Add any other context about the problem here.

Traceback (most recent call last):
File "h:/project/stock/new/test.py", line 9, in
mm = ak.index_investing_global(country="**", index_name="**加权指数", period="每日", start_date="2000-01-01", end_date="2020-06-19")#ak.index_investing_global_country_name_url("日本")#
File "C:\Users\lees\AppData\Roaming\Python\Python37\site-packages\akshare\index\index_investing.py", line 383, in index_investing_global
.astype(float)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\generic.py", line 5698, in astype
new_data = self._data.astype(dtype=dtype, copy=copy, errors=errors)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\internals\managers.py", line 582, in astype
return self.apply("astype", dtype=dtype, copy=copy, errors=errors)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\internals\managers.py", line 442, in apply
applied = getattr(b, f)(**kwargs)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\internals\blocks.py", line 625, in astype
values = astype_nansafe(vals1d, dtype, copy=True)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 897, in astype_nansafe
return arr.astype(dtype, copy=True)
ValueError: could not convert string to float: '1,975.92'

Describe the bug
Contos 上 import akashare as ak 运行报错

import akshare as ak
  File "/usr/local/lib/python3.6/site-packages/akshare/__init__.py", line 1059, in <module>
    from akshare.stock_feature.stock_a_pb import stock_a_pb
  File "/usr/local/lib/python3.6/site-packages/akshare/stock_feature/stock_a_pb.py", line 317, in <module>

Screenshots

Desktop (please complete the following information):

• OS: Linux version 4.18.0-147.8.1.el8_1.x86_64 ([email protected]) (gcc version 8.3.1 20190507 (Red Hat 8.3.1-4) (GCC)) #1 SMP Thu Apr 9 13:49:54 UTC 2020

Parameter description of migration_area_baidu in the document has an error
I found that the parameter indicator of the function migration_area_baidu has an error in the document. The two values of the parameter are the same, both of which are "move_in".

It is recommended to add an interface,Get the time of the Last trading day,When obtaining real-time market data, you can more intuitively understand which day is the data

在调用接口get_futures_daily获取上期所日线行情， 其中返回的turnover字段计算有问题，没有乘上相应品种的合约乘数，造成turnover数据不准确

非常感谢你的软件，我最近用了一段时间觉得非常好用

美中不足的是，请问我是否可以像request那样，在调用的时候指定代理IP地址和端口？

因为这样我就不需要单独弄一台机器跑数据了（目前需要单独一个机器，不断的变化自己的IP，但是会影响机器上的其它程序）

期待作者的回复，谢谢

Describe the bug
郑商所可能修改了原有网站，7月24日开始获取成交持仓排名会报错

To Reproduce
import akshare as ak
df = ak.get_czce_rank_table(date='20200224')
print(df)

Expected behavior
没有返回表格

Screenshots
/home/xinhuih/anaconda3/lib/python3.7/site-packages/bs4/init.py:177: UserWarning: You provided Unicode markup but also provided a value for from_encoding. Your from_encoding will be ignored.
warnings.warn("You provided Unicode markup but also provided a value for from_encoding. Your from_encoding will be ignored.")

ValueError Traceback (most recent call last)
in
1 import akshare as ak
----> 2 df = ak.get_czce_rank_table(date='20200224')
3 print(df)

~/anaconda3/lib/python3.7/site-packages/akshare/futures/cot.py in get_czce_rank_table(date, vars_list)
358 else:
359 url = cons.CZCE_VOL_RANK_URL_3 % (date.year, date.strftime('%Y%m%d'))
--> 360 data = _czce_df_read(url, skip_rows=0)[0]
361
362 if len(data.columns) < 6:

~/anaconda3/lib/python3.7/site-packages/akshare/futures/cot.py in _czce_df_read(url, skip_rows, encoding, header)
272 data = pd.read_html(r.text, match='.+', flavor=None, header=header, index_col=0, skiprows=skip_rows, attrs=None,
273 parse_dates=False, thousands=', ', encoding="gbk", decimal='.',
--> 274 converters=None, na_values=None, keep_default_na=True)
275 return data
276

~/anaconda3/lib/python3.7/site-packages/pandas/io/html.py in read_html(io, match, flavor, header, index_col, skiprows, attrs, parse_dates, tupleize_cols, thousands, encoding, decimal, converters, na_values, keep_default_na, displayed_only)
1092 io=io,
1093 match=match,
-> 1094 header=header,
1095 index_col=index_col,
1096 skiprows=skiprows,

~/anaconda3/lib/python3.7/site-packages/pandas/io/html.py in _parse(flavor, io, match, attrs, encoding, displayed_only, **kwargs)
914 ret = []
915 for table in tables:
--> 916 try:
917 ret.append(_data_to_frame(data=table, **kwargs))
918 except EmptyDataError: # empty table

~/anaconda3/lib/python3.7/site-packages/pandas/compat/init.py in raise_with_traceback(exc, traceback)

ValueError: No tables found

Desktop (please complete the following information):

• OS: [Ubuntu 18.04]

获取到的指数历史数据开始时间晚于指数上架时间，比如

第一条数据是2013年，实际养老指数在2005年已经存在。

数据不完整的话分析意义就下降很多，想知道这个是数据源的问题吗？有没有其他建议的方案来规避这个问题？

现在的新浪分钟数据是没有复权功能的，希望能够增加，谢谢。

According to the documentation, calling history indicator on epidemic_163 should return data grouped by area. But in fact it is not.

Query
import akshare as ak
epidemic_163_df = ak.epidemic_163(indicator="实时")
print(epidemic_163_df)

Expected Result
day time country area dead confirm suspect heal city district
0 1.12 ** 湖北武汉 1 41 0 NaN None None
1 1.13 ** 湖北武汉 1 41 0 NaN None None
2 1.14 ** 湖北武汉 1 41 0 NaN None None
3 1.15 ** 湖北武汉 2 41 0 NaN None None
4 1.16 ** 湖北武汉 2 45 0 NaN None None
.. ... ... ... ... ... ... ... ... ... ...
220 1.26 09:00 ** ** 0 3 0 0.0
221 1.26 09:00 ** ** 0 4 0 0.0
222 1.26 09:00 ** 澳门 0 5 0 0.0
223 1.26 09:00 ** 内蒙古 0 7 0 0.0
224 1.26 09:00 ** 青海 0 4 0 0.0

Actual Result
date confirm suspect dead heal
0 01.21 440 37 9 25
1 01.13 41 0 1 0
2 01.14 41 0 1 0
3 01.15 41 0 2 5
4 01.16 45 0 2 8
.. ... ... ... ... ...
11 01.20 291 54 6 25
12 01.25 1429 1965 42 38
13 01.26 2081 2684 56 49
14 01.27 2858 5794 82 58
15 01.28 4599 6973 106 68

I use akshare with version 0.3.75 .
and I use ak.stock_zh_a_spot() to get all symbols which involve sh603290。But when I use ak.stock_zh_a_daily(symbol='sh603290') I got a exeception. This can be reproduced stably。

All date in fund_em_info data is mismatched.

Code

import akshare as ak
fund_em_info_df = ak.fund_em_info(fund="100032", indicator="单位净值走势")
print(fund_em_info_df)

Output

Question
2020-04-02 should be 2020-04-03 and other dates are all mismatched. 2020-03-29 is Sunday and should not be included in data.
I checked back to 2009-02-01 and this problem has been taken place.
Tried to change timezone to "Asia/Shanghai" and didn't work.

Environment
Python 3.6.9
akshare 0.4.65

File "d:\repo\stock-price-data\akshare\test.py", line 4, in
import akshare as ak
File "C:\ProgramData\Miniconda3\lib\site-packages\akshare_init_.py", line 1009, in
from akshare.futures.futures_foreign import futures_foreign_detail, futures_foreign_hist
File "C:\ProgramData\Miniconda3\lib\site-packages\akshare\futures\futures_foreign.py", line 15, in
from akshare.futures.hf_futures_sina import hf_subscribe_exchange_symbol
File "C:\ProgramData\Miniconda3\lib\site-packages\akshare\futures\hf_futures_sina.py", line 53, in
def futures_hf_spot(subscribe_list=hf_subscribe_exchange_symbol()):
File "C:\ProgramData\Miniconda3\lib\site-packages\akshare\futures\hf_futures_sina.py", line 48, in hf_subscribe_exchange_symbol
res.text[res.text.find("var oHF_1 = ") + 12: res.text.find("var oHF_2 = ") - 2]
File "C:\ProgramData\Miniconda3\lib\site-packages\demjson.py", line 5699, in decode
return_stats=(return_stats or write_stats) )
File "C:\ProgramData\Miniconda3\lib\site-packages\demjson.py", line 4915, in decode
raise errors[0]
demjson.JSONDecodeError: ('Unknown identifier', 'tml')

就这只美股"TEX"有问题，其他股票没发现问题

df = ak.stock_us_daily(‘TEX’)

Traceback (most recent call last):
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/core/arrays/datetimes.py", line 1979, in objects_to_datetime64ns
    values, tz_parsed = conversion.datetime_to_datetime64(data)
  File "pandas/_libs/tslibs/conversion.pyx", line 200, in pandas._libs.tslibs.conversion.datetime_to_datetime64
TypeError: Unrecognized value type: <class 'str'>

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "./src/main.py", line 66, in <module>
    main()
  File "./src/main.py", line 61, in main
    st.update()
  File "/Users/foo/Workspace/pythonprj/stock/src/store.py", line 29, in update
    self.addStockData(c)
  File "/Users/foo/Workspace/pythonprj/stock/src/store.py", line 51, in addStockData
    arr = self.getStockData(c)
  File "/Users/foo/Workspace/pythonprj/stock/src/store.py", line 38, in getStockData
    df = ak.stock_us_daily(c)
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/akshare/stock/us_stock_sina.py", line 61, in stock_us_daily
    data_df.index = pd.to_datetime(data_df["date"])
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/util/_decorators.py", line 208, in wrapper
    return func(*args, **kwargs)
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/core/tools/datetimes.py", line 778, in to_datetime
    values = convert_listlike(arg._values, True, format)
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/core/tools/datetimes.py", line 456, in _convert_listlike_datetimes
    result, tz_parsed = objects_to_datetime64ns(
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/core/arrays/datetimes.py", line 1984, in objects_to_datetime64ns
    raise e
  File "/Users/foo/Workspace/pythonprj/stock/lib/python3.8/site-packages/pandas/core/arrays/datetimes.py", line 1969, in objects_to_datetime64ns
    result, tz_parsed = tslib.array_to_datetime(
  File "pandas/_libs/tslib.pyx", line 465, in pandas._libs.tslib.array_to_datetime
  File "pandas/_libs/tslib.pyx", line 683, in pandas._libs.tslib.array_to_datetime
  File "pandas/_libs/tslib.pyx", line 679, in pandas._libs.tslib.array_to_datetime
  File "pandas/_libs/tslib.pyx", line 654, in pandas._libs.tslib.array_to_datetime
  File "pandas/_libs/tslibs/np_datetime.pyx", line 118, in pandas._libs.tslibs.np_datetime.check_dts_bounds
pandas._libs.tslibs.np_datetime.OutOfBoundsDatetime: Out of bounds nanosecond timestamp: 2703-01-16 00:00:00

================ 2020-06-24
Traceback (most recent call last):
File "h:/project/stock/new/src/data/collect/stock_out_date.py", line 47, in
stock_em_tfp_df = ak.stock_em_tfp(trade_date=day_str)
File "C:\Users\lees\AppData\Roaming\Python\Python37\site-packages\akshare\stock_feature\stock_em_tfp.py", line 38, in stock_em_tfp
temp_df = pd.DataFrame(data_json["data"]).iloc[:, 0].str.split(",", expand=True)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\generic.py", line 5270, in getattr
return object.getattribute(self, name)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\accessor.py", line 187, in get
accessor_obj = self._accessor(obj)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\strings.py", line 2041, in init
self._inferred_dtype = self._validate(data)
File "D:\ProgramData\Anaconda3\lib\site-packages\pandas\core\strings.py", line 2098, in _validate
raise AttributeError("Can only use .str accessor with string values!")
AttributeError: Can only use .str accessor with string values!

获取2020-06-24这天的数据出错

pip install akshare

安装过程中出现问题：cannot import name 'StringIO' from 'pandas.compat'

akshare 中引用的 pandas 版本过低

建议增加股票的财务数据，如PETTM等，想自己计算又发现ak.stock_zh_a_daily返回的是流通股本，不是总股本

epidemic_dxy crashes on indicator="全国" or indicator="浙江省" etc.

Query
epidemic_dxy_df = ak.epidemic_dxy(indicator="全国")
print(epidemic_dxy_df)

Error
Traceback (most recent call last):
File "", line 11, in
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/akshare/event/sos.py", line 75, in epidemic_dxy
data_df.columns = ["地区", "地区简称", "确诊", "疑似", "治愈", "死亡", "备注", "区域"]
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 5286, in setattr
return object.setattr(self, name, value)
File "pandas/_libs/properties.pyx", line 67, in pandas._libs.properties.AxisProperty.set
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 661, in _set_axis
self._data.set_axis(axis, labels)
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/internals/managers.py", line 177, in set_axis
raise ValueError(
ValueError: Length mismatch: Expected axis has 9 elements, new values have 8 elements

Similarly:

Query
epidemic_dxy_df = ak.epidemic_dxy(indicator="浙江省")
print(epidemic_dxy_df)

Error
Traceback (most recent call last):
File "", line 14, in
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/akshare/event/sos.py", line 75, in epidemic_dxy
data_df.columns = ["地区", "地区简称", "确诊", "疑似", "治愈", "死亡", "备注", "区域"]
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 5286, in setattr
return object.setattr(self, name, value)
File "pandas/_libs/properties.pyx", line 67, in pandas._libs.properties.AxisProperty.set
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 661, in _set_axis
self._data.set_axis(axis, labels)
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/internals/managers.py", line 177, in set_axis
raise ValueError(
ValueError: Length mismatch: Expected axis has 9 elements, new values have 8 elements

There are some unneccesary duplicate varaible assignment in the official documention. What I have spotted are headers = headers = ... snipets in some many examples

Simply delete the duplicancy will suffice and make it less confusing for rookies

I have already pull a request for this minor issue

Hi,
Thank you for implementing bond_china_yield function.
There are two minor suggestions.

1. currently the function only returns 11 month of data, as shown below.
   

2. would be great to have a signature of bond_china_yield(startdate, enddate)

Just my 2c.
thanks.

感谢

Parameter end_date in migration_scale_baidu is not work
I try to run the example code in migration_scale_baidu but it returns the data between start_date and Yesterday, not the value of end_date.

Environment: Windows 10, Python 3.7

My code:

import akshare as ak
migration_scale_baidu_df = ak.migration_scale_baidu(
    area = "浙江省",
    indicator = "move_out",
    start_date = "20190112",
    end_date = "20200201")

print(migration_scale_baidu_df)

貌似接口对应的新浪地址 http://vip.stock.finance.sina.com.cn/mkt/#hs_s

返回的数据不全，比如最新成立的5G通信、芯片等指数并不包含在内。

Describe the bug
Cannot fetch US equity data using stock_us_daily_df = ak.stock_us_daily(symbol="AMZN")

To Reproduce
stock_us_daily_df = ak.stock_us_daily(symbol="AMZN")

Screenshots

我在调用这个接口时，出现了这个错误，这让我不甚其解
fund1 = ak.fund_em_info(fund=’000009‘, indicator="单位净值走势")

I tried to get egg's inventory and spot box, and I get Error.
I guess that the functions get nothing. It would be better to return None under such circumstances.

get_inventory_data(3, 80)

Traceback (most recent call last):
File "C:\Users\2689\AppData\Local\Continuum\anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 3319, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "", line 1, in
jd_invent = ak.get_inventory_data(3, 80, plot=False)
File "C:\Users\2689\AppData\Roaming\Python\Python37\site-packages\akshare\futures\futures_inventory.py", line 72, in get_inventory_data
exchange_name = soup.find_all("select")[0].find_all(attrs={"selected": "selected"})[0].get_text()
IndexError: list index out of range

box_office_spot()

Traceback (most recent call last):
File "C:\Users\2689\AppData\Local\Continuum\anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 3319, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "", line 1, in
ak.box_office_spot()
File "C:\Users\2689\AppData\Roaming\Python\Python37\site-packages\akshare\movie\movie_maoyan.py", line 53, in box_office_spot
map_dict = get_map(text=text)
File "C:\Users\2689\AppData\Roaming\Python\Python37\site-packages\akshare\movie\movie_maoyan.py", line 39, in get_map
map_li = map(lambda x: str(int(x)), _classify.knn_predict(info))
File "C:\Users\2689\AppData\Roaming\Python\Python37\site-packages\akshare\movie\movie_maoyan_knn_font.py", line 43, in knn_predict
np.zeros((df.shape[0], self.len - df.shape[1])),
ValueError: negative dimensions are not allowed

您好，

请问未来是否可能在外汇数据中加入各交易平台各品种投机情绪？
https://datacenter.jin10.com/reportType/dc_ssi_trends

谢谢

The column name of the output parameter in
https://www.akshare.xyz/zh_CN/latest/data/fund/fund_public.html#id9 is wrong, it should be“ 净值日期 单位净值 累计净值 日增长率 申购状态 赎回状态” ,It should n’t be “净值日期 每万份收益 7日年化收益率 申购状态 赎回状态”.

Hi,

I'm wondering if there is a plan to include more ceicdata.
For example,

https://www.ceicdata.com/zh-hans/china/economic-climate-indicator

Thanks for the great tool.

execjs._exceptions.RuntimeUnavailableError: Could not find an available JavaScript runtime.

Hi,

I noticed there are two functions that can possibly provide real-time data.

1. stock_zh_a_spot
2. stock_zh_a_tick

I've questions/suggestions regarding both, respectively.

1. Is it possible to provide a symbol argument to stock_zh_a_spot? eg. stock_zh_a_spot(symbol = '000001').
2. Does stock_zh_a_tick provide live data during regular trade hours?
3. I'm interested in symbol = 'sh204007' (GC007, repo rate). Can stock_zh_a_spot fetch this data?

Thanks.

您好，

**宏观数据cpi好像缺少预测值。
macro_china_cpi_yearly 和 macro_china_cpi_monthly 都有这个问题。估计其他类似函数也有这个问题。
这是数据源的截图：

这个预测值应该是很重要的。

akshare-0.5.3

akshare.futures.requests_fun 的 错误捕捉类型为 TimeoutError，其实并不起作用，应该为requests.exceptions.Timeout , 而且 10秒的Timeout时间会比较少，在爬取DCE交易所经常会读超时（高峰时段，一般会大于10秒后返回，所以会一直读超时），希望可以加长超时时间，或者有其他方案

import akshare as ak

JSONDecodeError Traceback (most recent call last)
in
----> 1 import akshare as ak

~\AppData\Roaming\Python\Python36\site-packages\akshare_init_.py in
1359 外盘期货实时行情
1360 """
-> 1361 from akshare.futures.hf_futures_sina import (
1362 futures_hf_spot,
1363 hf_subscribe_exchange_symbol,

~\AppData\Roaming\Python\Python36\site-packages\akshare\futures\hf_futures_sina.py in
50
51
---> 52 def futures_hf_spot(subscribe_list=hf_subscribe_exchange_symbol()):
53 """
54 订阅数据处理

~\AppData\Roaming\Python\Python36\site-packages\akshare\futures\hf_futures_sina.py in hf_subscribe_exchange_symbol()
45 res.encoding = "gb2312"
46 data_json = demjson.decode(
---> 47 res.text[res.text.find("var oHF_1 = ") + 12: res.text.find("var oHF_2 = ") - 2]
48 )
49 return list(data_json.keys())

~\AppData\Roaming\Python\Python36\site-packages\demjson.py in decode(txt, encoding, **kwargs)
5697 encoding=encoding,
5698 return_errors=(return_errors or write_errors),
-> 5699 return_stats=(return_stats or write_stats) )
5700
5701 if write_errors:

~\AppData\Roaming\Python\Python36\site-packages\demjson.py in decode(self, txt, encoding, return_errors, return_stats)
4913 errors = [err for err in state.errors if err.severity in ('fatal','error')]
4914 if errors:
-> 4915 raise errors[0]
4916 if return_stats:
4917 return result_type(state.obj, None, state.stats)

JSONDecodeError: ('Unknown identifier', 'tml')

python 3.6.2
demjson 2.2.4
akshare 0.4.43

epidemic_history API starts to flip country with country_code:

+-------+------------+---------------------+---------+-----------------------+------+-----------+------+-----------+-----------+-----------+-------+------+
| id | date | timestamp | country | country_code | area | area_code | city | city_code | confirmed | suspected | cured | dead |
+-------+------------+---------------------+---------+-----------------------+------+-----------+------+-----------+-----------+-----------+-------+------+
| 64811 | 2020-05-04 | 2020-05-04 00:00:00 | VE | 委内瑞拉 | None | | None | | 357 | 0 | 148 | 10 |
| 64812 | 2020-05-04 | 2020-05-04 00:00:00 | VG | 英属维尔京群岛 | None | | None | | 6 | 0 | 3 | 1 |
| 64813 | 2020-05-04 | 2020-05-04 00:00:00 | VI | 美属维尔京群岛 | None | | None | | 66 | 0 | 46 | 4 |
| 64814 | 2020-05-04 | 2020-05-04 00:00:00 | VN | 越南 | None | | None | | 271 | 0 | 225 | 0 |
| 64815 | 2020-05-04 | 2020-05-04 00:00:00 | YE | 也门 | None | | None | | 10 | 0 | 1 | 2 |
| 64816 | 2020-05-04 | 2020-05-04 00:00:00 | YT | 马约特 | None | | None | | 650 | 0 | 235 | 6 |
| 64817 | 2020-05-04 | 2020-05-04 00:00:00 | ZA | 南非 | None | | None | | 6783 | 0 | 2549 | 131 |
| 64818 | 2020-05-04 | 2020-05-04 00:00:00 | ZM | 赞比亚 | None | | None | | 124 | 0 | 78 | 3 |
| 64819 | 2020-05-04 | 2020-05-04 00:00:00 | ZW | 津巴布韦 | None | | None | | 34 | 0 | 5 | 4 |
| 64820 | 2020-05-04 | 2020-05-04 00:00:00 | None | 纳米比亚 | None | | None | | 16 | 0 | 8 | 0 |
+-------+------------+---------------------+---------+-----------------------+------+-----------+------+-----------+-----------+-----------+-------+------+

Most of the data of classified funds have "accumulated net value". In the “ fund_em_graded_fund_info” interface, I think there should also be this part of data.

我爬取生意社的时候被墙了，请问怎么把高匿代理结合到Ak包中，有没有示例？

The following regions are not working:

areas.pop('香港', None)
areas.pop('**', None)
areas.pop('澳门', None)
areas.pop('西藏', None)
areas.pop('待明确地区', None)

To reproduce, try:
epidemic_dxy_df = ak.epidemic_dxy(indicator="西藏自治区")

Error:
Traceback (most recent call last):
File "", line 14, in
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/akshare/event/sos.py", line 110, in epidemic_dxy
sub_area.columns = ["区域", "确诊人数", "疑似人数", "治愈人数", "死亡人数", "区域ID"]
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 5286, in setattr
return object.setattr(self, name, value)
File "pandas/_libs/properties.pyx", line 67, in pandas._libs.properties.AxisProperty.set
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/generic.py", line 661, in _set_axis
self._data.set_axis(axis, labels)
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/internals/managers.py", line 177, in set_axis
raise ValueError(
ValueError: Length mismatch: Expected axis has 0 elements, new values have 6 elements

pip3 show akshare
Name: akshare
Version: 0.3.70