在0.8.4版本下执行get_concept_classified()后报错，具体错误见下。

ts.version Out[3]: '0.8.4'

c = ts.get_concept_classified() [Getting data:]###############################---------------------------------------------------- TypeError Traceback (most recent call last) in () ----> 1 c = ts.get_concept_classified()

C:\Program Files\Anaconda3\lib\site-packages\tushare\stock\classifying.py in get_concept_classified() 72 for row in df.values: 73 rowDf = _get_detail(row[0]) ---> 74 rowDf['c_name'] = row[1] 75 data.append(rowDf) 76 data = pd.concat(data,ignore_index=True)

TypeError: 'NoneType' object does not support item assignment

1. 理论上把print改一下就支持python3了，不过我没仔细看代码。
2. 获取不了创业板R(399606)之类的数据，get_hist_data和get_h_data分别报错，AssertionError: 15 columns passed, passed data had 14 columns，AttributeError: 'list' object has no attribute 'keys'
3. zipline 是Quantopian的一个算法测试框架，目前不支持中国的证券数据……

总是得到这个错误： [Getting data:][Getting data:]HTTP Error 456: HTTP Error 456: HTTP Error 456: 无论是腾讯的，网易的还是新浪的，只要每过五，六秒调一次这个API，我的IP就会被禁止，这两天刚刚变得这样的。估计这些公司不允许我们这么干了，咋办啊？好难搞到数据的，还有什么手段可以得到Tick数据吗？ 不管我怎么更新IP，似乎都不行了。怎么办啊》

通过get_k_data()获取个股数据后，通过各个指标算法计算出相关数据。 包括MA,MD,EMA,MACD,KDJ,RSI,BOLL,WNR,DMI,BIAS,ASI,VR,ARBR,DPO,TRIX,BBI,MTM,OBV指标。 例1：获取工商银行(601398)自2018-01-01到2018-05-27的MACD指标： import tushare as ts data = ts.get_k_data("601398", start="2018-01-01", end="2018-05-27") #数据按日期升序列排序 data = data.sort_values(by=["date"], ascending=True) MACD = ts.indictor.macd(data, quick_n=12, slow_n=26, dem_n=9)

例2：绘制工商银行(601398)自2018-01-01到2018-05-27全部指标图表： import tushare as ts data = ts.get_k_data("601398", start="2018-01-01", end="2018-05-27") data = data.sort_values(by=["date"], ascending=True) ts.indictor.plot_all(data, is_show=True, output=None)

缺陷与注意事项： 1 只对计算结果正确性做了最初步的判断和检查，不能完全保证正确，需要金融界专业人士判断并指正。 2 一部分需要设置统计时长n，例如移动平均值MA(n=10)，数据的前n条不可信，可以使用的有效数据应避开前n行。 3 其他指标将陆续添加。

输出图例：

选一个目前停牌的个股，start的时间在停牌之后就会出现这个问题。 我以前没遇到过，是不是最近升级了的问题。 tushare版本0.7.4

File "/Users/rocky/Data/program/base_function/tushare_function.py", line 344, in check_k_data df_x=ts.get_k_data(code=each_code,start='2017-03-01') File "/Users/rocky/Library/Python/2.7/lib/python/site-packages/tushare/stock/trading.py", line 675, in get_k_data retry_count, pause), File "/Users/rocky/Library/Python/2.7/lib/python/site-packages/tushare/stock/trading.py", line 707, in _get_k_data if len(js['data'][symbol][dataflag][0]) == 6: IndexError: list index out of range

'000006'一会可以，一会不可以

'000002'就不行 感觉和沪深没关系 '600343'

[Getting data:]#####################################################################No tables found matching pattern '.+'
No tables found matching pattern '.+'
No tables found matching pattern '.+'
获取失败，请检查网络和URL
[Getting data:]#####################################################################No tables found matching pattern '.+'
No tables found matching pattern '.+'
No tables found matching pattern '.+'
获取失败，请检查网络和URL
[Getting data:]#####################################################################No tables found matching pattern '.+'
No tables found matching pattern '.+'
No tables found matching pattern '.+'

Log 如下：

In [11]: ts.get_stock_basics()

URLError Traceback (most recent call last) in () ----> 1 ts.get_stock_basics()

/home/xzeng/Projects/scf/bear_space/walleQuant/tushare/stock/fundamental.pyc in get_stock_basics(date) 52 datepre = '' if date is None else wdate[0:4] + wdate[4:6] + '/' 53 request = Request(ct.ALL_STOCK_BASICS_FILE%(datepre, '' if date is None else wdate)) ---> 54 text = urlopen(request, timeout=10).read() 55 text = text.decode('GBK') 56 text = text.replace('--', '')

/usr/lib64/python2.7/urllib2.pyc in urlopen(url, data, timeout, cafile, capath, cadefault, context) 152 else: 153 opener = _opener --> 154 return opener.open(url, data, timeout) 155 156 def install_opener(opener):

/usr/lib64/python2.7/urllib2.pyc in open(self, fullurl, data, timeout) 427 req = meth(req) 428 --> 429 response = self._open(req, data) 430 431 # post-process response

/usr/lib64/python2.7/urllib2.pyc in _open(self, req, data) 445 protocol = req.get_type() 446 result = self._call_chain(self.handle_open, protocol, protocol + --> 447 '_open', req) 448 if result: 449 return result

/usr/lib64/python2.7/urllib2.pyc in _call_chain(self, chain, kind, meth_name, *args) 405 func = getattr(handler, meth_name) 406 --> 407 result = func(*args) 408 if result is not None: 409 return result

/usr/lib64/python2.7/urllib2.pyc in http_open(self, req) 1228 1229 def http_open(self, req): -> 1230 return self.do_open(httplib.HTTPConnection, req) 1231 1232 http_request = AbstractHTTPHandler.do_request_

/usr/lib64/python2.7/urllib2.pyc in do_open(self, http_class, req, **http_conn_args) 1198 except socket.error, err: # XXX what error? 1199 h.close() -> 1200 raise URLError(err) 1201 else: 1202 try:

URLError: <urlopen error [Errno 111] Connection refused>

In [12]:

`➜ ~ which pip pip: aliased to /Users/morningtzh/anaconda/bin/pip ➜ ~ which python python: aliased to /Users/morningtzh/anaconda/bin/python3 ➜ ~ pip install tushare

Collecting tushare Using cached https://pypi.tuna.tsinghua.edu.cn/packages/08/58/fe1c748b73565de9996871ae3fee47afbbe7686e83a7a89f27407a48033b/tushare-0.8.0.zip Complete output from command python setup.py egg_info: Traceback (most recent call last): File "/private/var/folders/cx/f429x4mn55q0j_p1p140xrhw0000gn/T/pip-build-rzhc4h25/tushare/tushare/futures/domestic.py", line 16, in from urllib.request import urlencode ImportError: cannot import name 'urlencode'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/private/var/folders/cx/f429x4mn55q0j_p1p140xrhw0000gn/T/pip-build-rzhc4h25/tushare/setup.py", line 4, in <module>
    import tushare
  File "/private/var/folders/cx/f429x4mn55q0j_p1p140xrhw0000gn/T/pip-build-rzhc4h25/tushare/tushare/__init__.py", line 117, in <module>
    from tushare.futures.domestic import (get_cffex_daily, get_czce_daily,
  File "/private/var/folders/cx/f429x4mn55q0j_p1p140xrhw0000gn/T/pip-build-rzhc4h25/tushare/tushare/futures/domestic.py", line 19, in <module>
    from urllib2 import urlopen, Request
ModuleNotFoundError: No module named 'urllib2'

----------------------------------------

Command "python setup.py egg_info" failed with error code 1 in /private/var/folders/cx/f429x4mn55q0j_p1p140xrhw0000gn/T/pip-build-rzhc4h25/tushare/`

之前homebrew环境上python3安装过 tushre，今天刚装了 anaconda 发现 tushare 竟然装不上了。不知道为什么会 from urllib.request import urlencode 我看代码里确实是from urllib.parse import urlencode 而且历史记录也都是 parse 里面 import 的。

再看了下 pip 上的文件，里面是 from urllib.request import urlencode 导致了错误

希望 tushare 能将 pip 上的包修改下 谢谢~~~~~~~

在9月1日11:50调用 ts.get_hist_data('hs300',start='2016-09-01',end='2016-09-02',ktype='5')['close'] 无法获取11:30的数据 但可以获取 ts.get_hist_data('000965',start='2016-09-01',end='2016-09-02',ktype='5')['close'] 在11:30分的数据 为什么？

请问下面的指数的code是什么 根据df = ts.get_index() 返回的值如下，但这些code显然是代表深圳股票，不是需要的指数。

0 000001 上证指数 -1.13 4527.396 4476.215 4572.391 4432.904 1 000002 Ａ股指数 -1.13 4744.093 4690.628 4791.534 4645.190 2 000003 Ｂ股指数 -2.15 403.694 395.018 405.795 392.173 3 000008 综合指数 0.79 3724.496 3753.906 3848.575 3695.817 4 000009 上证380 -2.79 7689.128 7474.305 7695.329 7398.911 5 000010 上证180 -1.13 10741.180 10619.610 10863.080 10529.900 6 000011 基金指数 -1.02 7033.291 6961.659 7058.856 6918.273 7 000012 国债指数 0.01 148.626 148.641 148.656 148.510 8 000016 上证50 -0.79 3308.454 3282.330 3370.025 3255.769 9 000017 新综指 -1.13 3826.013 3782.936 3864.307 3746.284

python 2.7 tushare 0.5.0

import tushare as ts

df = ts.profit_data(top=60) df.sort('shares',ascending=False)

divi shares 部分 都为0 也没有任何报错

  code          name  year report_date  divi  shares

0 300429 强åæ°æ 2016 2016-07-07 0 0 1 601222 ææ´è½æº 2016 2016-07-07 0 0 2 002675 ä¸è¯è¯ä¸ 2016 2016-07-06 0 0 3 000038 深大é 2016 2016-07-04 0 0 4 300474 æ¯åå¾® 2016 2016-06-30 0 0 5 300499 é«æ¾è¡ä»½ 2016 2016-06-30 0 0 6 002695 çä¸ç 2016 2016-06-30 0 0 7 603601 ååç§æ 2016 2016-06-24 0 0 8 002053 äºåçå 2016 2016-06-24 0 0 9 300292 å´éæ§è¡ 2016 2016-06-23 0 0 10 300201 æµ·ä¼¦å² 2016 2016-06-23 0 0 11 000626 å¦æéå¢ 2016 2016-06-22 0 0 12 002402 åèæ³° 2016 2016-06-20 0 0 13 002256 彩è¹ç²¾å 2016 2016-06-20 0 0 14 300428 åéæ°æ 2016 2016-06-14 0 0 15 002610 ç±åº·ç§æ 2016 2016-04-22 0 0 16 600299 å®è¿ªè 2016 2016-04-16 0 0

What happened？

There are 1 security vulnerabilities found in requests 2.0.0

• CVE-2018-18074

What did I do？

Upgrade requests from 2.0.0 to 2.20 for vulnerability fix

What did you expect to happen？

Ideally, no insecure libs should be used.

The specification of the pull request

PR Specification from OSCS

MaxRetryError: HTTPConnectionPool(host='api.waditu.com', port=80): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f8e76efa550>: Failed to establish a new connection: [Errno -2] Name or service not known',))

During handling of the above exception, another exception occurred:

ID：260842

data = pro.stock_basic(exchange='SSE', list_status='D', fields='ts_code,symbol,name,area,industry,fullname,enname,market,list_status,list_date,delist_date,is_hs')

获取上交所已退市股票，找到最后一只股票，

print(data.iloc[-1])

结果显示：

ts_code T00018.SH symbol T00018 name 上港集箱(退) area None industry None fullname 上海港集装箱股份有限公司 enname Shanghai Port Container Co., Ltd. market None list_status D list_date 20000719 delist_date 20061020 is_hs N Name: 89, dtype: object

股票代码 T00018.SH 错了， 应该是 600018.SH， 且该股票已经重新上市。

我的 TushareID: 438046

希望 bug 能早日修复，并给我一些积分，感谢。

data = pro.daily(ts_code='002940.SZ', start_date=20221110, end_date=20221120, fields='ts_code, trade_date, low, close') 调取结果： ts_code trade_date low close 0 002940.SZ 20221118 33.16 33.69 1 002940.SZ 20221117 31.23 33.45 2 002940.SZ 20221116 30.79 31.56 3 002940.SZ 20221115 30.03 31.50 4 002940.SZ 20221114 44.10 45.00 5 002940.SZ 20221111 44.38 44.90 6 002940.SZ 20221110 44.58 44.85

它的股价最近一直在40以下，不可能出现上面的low和close值。

tushare ID：551568 核实后求反积分

Hi! I'm new here and I do not know chinese language, I use google translate to read tushare.pro. Please, help me understand, are we spending points every time we making request?

For example, I made a donation and have 5000 points. It says, that I need 5000 points. Will I spend this amount of points when making request?

My name is Luis, I'm a big-data machine-learning developer, I'm a fan of your work, and I usually check your updates.

I was afraid that my savings would be eaten by inflation. I have created a powerful tool that based on past technical patterns (volatility, moving averages, statistics, trends, candlesticks, support and resistance, stock index indicators). All the ones you know (RSI, MACD, STOCH, Bolinger Bands, SMA, DEMARK, Japanese candlesticks, ichimoku, fibonacci, williansR, balance of power, murrey math, etc) and more than 200 others.

The tool creates prediction models of correct trading points (buy signal and sell signal, every stock is good traded in time and direction). For this I have used big data tools like pandas python, stock market libraries like: tablib, TAcharts ,pandas_ta... For data collection and calculation. And powerful machine-learning libraries such as: Sklearn.RandomForest , Sklearn.GradientBoosting, XGBoost, Google TensorFlow and Google TensorFlow LSTM.

With the models trained with the selection of the best technical indicators, the tool is able to predict trading points (where to buy, where to sell) and send real-time alerts to Telegram or Mail. The points are calculated based on the learning of the correct trading points of the last 2 years (including the change to bear market after the rate hike).

I think it could be useful to you, to improve, I would like to share it with you, and if you are interested in improving and collaborating I am also willing, and if not file it in the box.

If tou want, Please read the readme , and in case of any problem you can contact me , If you are convinced try to install it with the documentation. https://github.com/Leci37/LecTrade/tree/develop I appreciate the feedback