sngyai / sequoia Goto Github PK

弘元绿能('603185') generated an exception: HTTPConnectionPool(host='push2his.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/stock/kline/get?fields1=f1%2Cf2%2Cf3%2Cf4%2Cf5%2Cf6&fields2=f51%2Cf52%2Cf53%2Cf54%2Cf55%2Cf56%2Cf57%2Cf58%2Cf59%2Cf60%2Cf61%2Cf116&ut=7eea3edcaed734bea9cbfc24409ed989&klt=101&fqt=1&secid=1.603185&beg=20220101&end=20500101&=1623766962675 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x000002C64E0BC490>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))
华夏航空('002928') generated an exception: HTTPConnectionPool(host='push2his.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/stock/kline/get?fields1=f1%2Cf2%2Cf3%2Cf4%2Cf5%2Cf6&fields2=f51%2Cf52%2Cf53%2Cf54%2Cf55%2Cf56%2Cf57%2Cf58%2Cf59%2Cf60%2Cf61%2Cf116&ut=7eea3edcaed734bea9cbfc24409ed989&klt=101&fqt=1&secid=0.002928&beg=20220101&end=20500101&=1623766962675 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x000002C64FA594C0>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))
华孚时尚('002042') generated an exception: HTTPConnectionPool(host='push2his.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/stock/kline/get?fields1=f1%2Cf2%2Cf3%2Cf4%2Cf5%2Cf6&fields2=f51%2Cf52%2Cf53%2Cf54%2Cf55%2Cf56%2Cf57%2Cf58%2Cf59%2Cf60%2Cf61%2Cf116&ut=7eea3edcaed734bea9cbfc24409ed989&klt=101&fqt=1&secid=0.002042&beg=20220101&end=20500101&=1623766962675 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x000002C65105F730>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))
逸飞激光('688646') generated an exception: HTTPConnectionPool(host='push2his.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/stock/kline/get?fields1=f1%2Cf2%2Cf3%2Cf4%2Cf5%2Cf6&fields2=f51%2Cf52%2Cf53%2Cf54%2Cf55%2Cf56%2Cf57%2Cf58%2Cf59%2Cf60%2Cf61%2Cf116&ut=7eea3edcaed734bea9cbfc24409ed989&klt=101&fqt=1&secid=1.688646&beg=20220101&end=20500101&=1623766962675 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x000002C6653FE400>: Failed to establish a new connection: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没有反应，连接尝试失败。'))

如题。

windows 10
执行main.py文件的时候

End of HDF5 error back trace

Unable to open/create file 'data/002188-*ST巴士.h5'
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xbc in position 78: invalid start byte
Exception ignored in: 'tables.utilsextension.e_walk_cb'
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xbc in position 78: invalid start byte
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xbc in position 44: invalid start byte
Exception ignored in: 'tables.utilsextension.e_walk_cb'
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xbc in position 44: invalid start byte
*ST集成('002190') generated an exception: HDF5 error back trace

File "C:\ci\hdf5_1545244154871\work\src\H5F.c", line 444, in H5Fcreate
unable to create file
File "C:\ci\hdf5_1545244154871\work\src\H5Fint.c", line 1364, in H5F__create
unable to open file
File "C:\ci\hdf5_1545244154871\work\src\H5FD.c", line 734, in H5FD_open
open failed

End of HDF5 error back trace

运行了6afcdc5c98版本的代码。（新版本创建h5文件总是有UTF-8问题，老版本没问题）
什么都没改变，只把end = '2019-02-01'。
但是没有出现注释中出现的几只股票。是不是本来应该在
“**************"回踩年线"**************下面出现。”
还有什么需要设置的吗？

backtrace_ma250.py里面的注释。
使用示例：result = backtrace_ma250.check(code_name, data, end_date=end_date)
如：当end_date='2019-02-01'，输出选股结果如下：
[('601616', '广电电气'), ('002243', '通产丽星'), ('000070', '特发信息'), ('300632', '光莆股份'), ('601700', '风范股份'), ('002017', '东信和平'), ('600775', '南京熊猫'), ('300265', '通光线缆'), ('600677', '航天通信'), ('600776', '东方通信')]
当然，该函数中的参数可能存在过拟合的问题”

PS C:\Sequoia36> & C:/Users/guochan/anaconda3/envs/py36/python.exe c:/Sequoia36/main.py
[Getting data:]##################################################涨停数：70 跌停数：33
涨幅大于5%数：341 跌幅大于5%数：130
年线以上个股数量： 0
。。。。。。。。。。。。。。省略。。。。。。。。。。。

"回踩年线"
[]
"回踩年线"

2020-09-01 12:20:31,974 NumExpr defaulting to 4 threads.
2020-09-01 12:20:42,904 涨停数：43 跌停数：6
涨幅大于5%数：136 跌幅大于5%数：33
年线以上个股数量： 0
2020-09-01 12:20:43,295 "海龟交易法则"
[]
"海龟交易法则"

2020-09-01 12:20:45,727 "放量上涨"
[]
"放量上涨"

2020-09-01 12:20:48,159 "突破平台"
[]
"突破平台"

2020-09-01 12:20:50,579 "均线多头"
[]
"均线多头"

2020-09-01 12:20:52,983 "无大幅回撤"
[]
"无大幅回撤"

2020-09-01 12:20:55,389 "停机坪"
[]
"停机坪"

2020-09-01 12:20:57,911 "回踩年线"
[]
"回踩年线"

更多参照：https://github.com/myhhub/InStock
下面给一些示例：

原始的：
    data.loc[:, 'ma250'] = pd.Series(tl.MA(data['close'].values, 250), index=data.index.values)
优化后的：
   data.loc[:, 'ma250'] = tl.MA(data['close'].values, timeperiod=250)

原始的：
    for i in range(1, len(data)):
        if data.iloc[i - 1]['p_change'] >= 9.5 and data.iloc[i]['p_change'] >= 9.5:
            return True
优化后的：
for _p_change in data['p_change'].values:
        if _p_change >= 9.5:
            if previous_p_change >= 9.5:
                return True
            else:
                previous_p_change = _p_change
        else:
            previous_p_change = 0.0

原始的：
for index, row in data.iterrows():
        if row['close'] > highest_row['close']:
            highest_row = row
        elif row['close'] < lowest_row['close']:
            lowest_row = row
优化后的：
    for _close, _volume, _date in zip(data['close'].values, data['volume'].values, data['date'].values):
        if _close > highest_row[0]:
            highest_row[0] = _close
            highest_row[1] = _volume
            highest_row[2] = _date
        elif _close < lowest_row[0]:
            lowest_row[0] = _close
            lowest_row[1] = _volume
            lowest_row[2] = _date

原始的：
    for i in range(1, len(data)):
        if data.iloc[i - 1]['p_change'] < -7 \
                or (data.iloc[i]['close'] - data.iloc[i]['open']) / data.iloc[i]['open'] * 100 < -7 \
                or data.iloc[i - 1]['p_change'] + data.iloc[i]['p_change'] < -10 \
                or (data.iloc[i]['close'] - data.iloc[i - 1]['open']) / data.iloc[i - 1]['open'] * 100 < -10:
优化后的：
    for _p_change, _close, _open in zip(data['p_change'].values, data['close'].values, data['open'].values):
        if _p_change < -7 or (_close - _open) / _open * 100 < -7 \
                or previous_p_change + _p_change < -10 \
                or (_close - previous_open)/previous_open * 100 < -10:
            return False

硕世生物('688399') generated an exception: HDFStore requires PyTables, "DLL load failed: 找不到指定的模块。" problem importing

出现一大堆

UnicodeDecodeError: 'utf-8' codec can't decode byte 0xce in position 44: invalid continuation byte
*ST西源('600139') generated an exception: HDF5 error back trace

unable to create file File "D:\pytables_hdf5\CMake-hdf5-1.10.5\hdf5-1.10.5\src\H5FD.c", line 734, in H5FD_open
open failed

您好 我不太了解python 能帮忙弄一下吗 我的又想 [email protected]

turtle_trade.calculate 发现没有引用的地方

调用daily接口，显示无权限

需要str()第一个参数，在strategy里面有两个，句法错误

Traceback (most recent call last):
File "D:\pythonBaiP\Sequoia-master\main.py", line 3, in
import utils
File "D:\pythonBaiP\Sequoia-master\utils.py", line 8, in
import settings
File "D:\pythonBaiP\Sequoia-master\settings.py", line 2, in
import yaml
ModuleNotFoundError: No module named 'yaml'

1. window没有生成sequoia.log
2. data目录没有生成文件
3. 控制台有结果输出, 但是全部都是空
   

缠中说禅 买点是那个策略，我没找到相关的代码

奇怪的报错, 有遇到过吗

运行main.py后出现以下错误：
声光电科('600877') generated an exception: HTTPConnectionPool(host='80.push2.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/clist/get?pn=1&pz=50000&po=1&np=1&ut=bd1d9ddb04089700cf9c27f6f7426281&fltt=2&invt=2&fid=f3&fs=m%3A0+t%3A6%2Cm%3A0+t%3A80&fields=f12&=1623833739532 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000017F751D2A60>: Failed to establish a new connection: [WinError 10061] 由于目标计算机积极拒绝，无法连接。'))
西子洁能('002534') generated an exception: HTTPConnectionPool(host='80.push2.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/clist/get?pn=1&pz=50000&po=1&np=1&ut=bd1d9ddb04089700cf9c27f6f7426281&fltt=2&invt=2&fid=f3&fs=m%3A0+t%3A6%2Cm%3A0+t%3A80&fields=f12&=1623833739532 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000017F750B8430>: Failed to establish a new connection: [WinError 10061] 由于目标计算机积极拒绝，无法连接。'))
仁东控股('002647') generated an exception: HTTPConnectionPool(host='80.push2.eastmoney.com', port=80): Max retries exceeded with url: /api/qt/clist/get?pn=1&pz=50000&po=1&np=1&ut=bd1d9ddb04089700cf9c27f6f7426281&fltt=2&invt=2&fid=f3&fs=m%3A0+t%3A81+s%3A2048&fields=f12&_=1623833739532 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000017F7514BF10>: Failed to establish a new connection: [WinError 10061] 由于目标计算机积极拒绝，无法连接。'))
...

参考

因为 tables 依赖 hdf5 lzo 等模块，如果系统没有安装，会使用编译安装，编译安装时系统报错（可能和编译器版本有关）如下：

• error: implicit declaration of function 'H5close' is invalid in C99
• error: implicit declaration of function 'BZ2_bzlibVersion' is invalid in C99

解决方案：

• https://stackoverflow.com/questions/65839750/installing-python-tables-on-mac-with-m1-chip

berw update
brew install hdf5 c-blosc lzo bzip2
pip install -r requirements.txt

记录一下，如果有人遇到类似的问题可以参考

Traceback (most recent call last):
File "main.py", line 3, in
import utils
File "/home/hc/Sequoia-master/utils.py", line 3, in
from pandas.tseries.offsets import *
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/init.py", line 52, in
from pandas.core.api import (
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/api.py", line 29, in
from pandas.core.groupby import Grouper, NamedAgg
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/groupby/init.py", line 1, in
from pandas.core.groupby.generic import DataFrameGroupBy, NamedAgg, SeriesGroupBy
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/groupby/generic.py", line 57, in
from pandas.core.aggregation import (
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/aggregation.py", line 27, in
from pandas.core.series import FrameOrSeriesUnion, Series
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/series.py", line 68, in
from pandas.core import algorithms, base, generic, nanops, ops
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/core/generic.py", line 102, in
from pandas.io.formats import format as fmt
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/io/formats/format.py", line 71, in
from pandas.io.common import stringify_path
File "/usr/local/python3.6/lib/python3.6/site-packages/pandas/io/common.py", line 3, in
import bz2
File "/usr/local/python3.6/lib/python3.6/bz2.py", line 23, in
from _bz2 import BZ2Compressor, BZ2Decompressor
ModuleNotFoundError: No module named '_bz2'

异常：青岛港(u'601298)generated an exception: Cannot serialize the column [date] because its data contents are [unicode] object dtype

环境:亚马逊EC2
CentOS7
python2.7

generated an exception: HDF5 error back trace

File "H5F.c", line 444, in H5Fcreate
unable to create file
File "H5Fint.c", line 1364, in H5F__create
unable to open file
File "H5Fint.c", line 1557, in H5F_open

window环境 data目录下生成，603725-澶╁畨鏂版潗.h5 ，后面就报错了

如题

错误信息如下：

[Getting data:]#Traceback (most recent call last):
  File "main.py", line 27, in <module>
    work_flow.process()
  File "/Users/alan/Documents/Stocks/Sequoia/work_flow.py", line 26, in process
    all_data = ts.get_today_all()
  File "/usr/local/anaconda3/lib/python3.7/site-packages/tushare/stock/trading.py", line 314, in get_today_all
    df = _parsing_dayprice_json('hs_a', 1)
  File "/usr/local/anaconda3/lib/python3.7/site-packages/tushare/stock/trading.py", line 128, in _parsing_dayprice_json
    df = pd.DataFrame(pd.read_json(js, dtype={'code':object}),
  File "/usr/local/anaconda3/lib/python3.7/site-packages/pandas/io/json/json.py", line 427, in read_json
    result = json_reader.read()
  File "/usr/local/anaconda3/lib/python3.7/site-packages/pandas/io/json/json.py", line 537, in read
    obj = self._get_object_parser(self.data)
  File "/usr/local/anaconda3/lib/python3.7/site-packages/pandas/io/json/json.py", line 556, in _get_object_parser
    obj = FrameParser(json, **kwargs).parse()
  File "/usr/local/anaconda3/lib/python3.7/site-packages/pandas/io/json/json.py", line 652, in parse
    self._parse_no_numpy()
  File "/usr/local/anaconda3/lib/python3.7/site-packages/pandas/io/json/json.py", line 871, in _parse_no_numpy
    loads(json, precise_float=self.precise_float), dtype=None)
ValueError: No ':' found when decoding object value

如题，如图

不知道是不是因为ip在海外所以不能获取数据。

Hi ,

I got an issue .

Could you help me to fix it ?

env :
mac .
python 3.7.2

Issue :
深振业Ａ('000006') generated an exception: 'date' is both an index level and a column label, which is ambiguous.

Thanks,
E

(base) c:\Users\Think\Sequoia-master>python main.py
[Getting data:]############################################################Traceback (most recent call last):
File "main.py", line 28, in
work_flow.process()
File "c:\Users\Think\Sequoia-master\work_flow.py", line 28, in process
subset.to_csv(settings.STOCKS_FILE, index=None, header=True)
File "C:\Users\Think\Anaconda3\lib\site-packages\pandas\core\generic.py", line 3020, in to_csv
formatter.save()
File "C:\Users\Think\Anaconda3\lib\site-packages\pandas\io\formats\csvs.py", line 157, in save
compression=self.compression)
File "C:\Users\Think\Anaconda3\lib\site-packages\pandas\io\common.py", line 424, in _get_handle
f = open(path_or_buf, mode, encoding=encoding, newline="")
FileNotFoundError: [Errno 2] No such file or directory: './storage/stocks.csv'

感谢分享代码，大佬。我不是太熟悉这个环境，请问这个报错具体指向和我该怎么解决呢？谢谢。

安装报错：
Building wheels for collected packages: pandas
Building wheel for pandas (PEP 517) ... done
Created wheel for pandas: filename=pandas-1.1.0-cp39-cp39-win_amd64.whl size=8350439 sha256=78984d7de1bf452a7cdb5d85e30600176d1fed0e906c5b555e432afbd1aea4cf
Stored in directory: c:\users\jiash\appdata\local\packages\pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0\localcache\local\pip\cache\wheels\9f\4b\40\9900a41b285e2e2b08f1e89284b308a6c880347296d9bb0308
Successfully built pandas
Installing collected packages: soupsieve, beautifulsoup4, bs4, certifi, chardet, idna, lxml, numpy, numexpr, pytz, six, python-dateutil, pandas, urllib3, requests, schedule, simplejson, TA-Lib, tables, threadpool, websocket-client, tushare, xlrd
Running setup.py install for bs4 ... done
WARNING: The script chardetect.exe is installed in 'C:\Users\jiash\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\Scripts' which is not on PATH.
Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
WARNING: The script f2py.exe is installed in 'C:\Users\jiash\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\Scripts' which is not on PATH.
Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
Running setup.py install for numexpr ... done
Running setup.py install for simplejson ... done
Running setup.py install for TA-Lib ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\jiash\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\jiash\AppData\Local\Temp\pip-install-au05ctr3\ta-lib\setup.py'"'"'; file='"'"'C:\Users\jiash\AppData\Local\Temp\pip-install-au05ctr3\ta-lib\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\jiash\AppData\Local\Temp\pip-record-4f982w7j\install-record.txt' --single-version-externally-managed --user --prefix= --compile --install-headers 'C:\Users\jiash\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\Include\TA-Lib'
cwd: C:\Users\jiash\AppData\Local\Temp\pip-install-au05ctr3\ta-lib
Complete output (520 lines):
running install
running build
running build_py
creating build
creating build\lib.win-amd64-3.9
creating build\lib.win-amd64-3.9\talib
copying talib\abstract.py -> build\lib.win-amd64-3.9\talib
copying talib\deprecated.py -> build\lib.win-amd64-3.9\talib
copying talib\stream.py -> build\lib.win-amd64-3.9\talib
copying talib\test_abstract.py -> build\lib.win-amd64-3.9\talib
copying talib\test_data.py -> build\lib.win-amd64-3.9\talib
copying talib\test_func.py -> build\lib.win-amd64-3.9\talib
copying talib\test_pandas.py -> build\lib.win-amd64-3.9\talib
copying talib\test_stream.py -> build\lib.win-amd64-3.9\talib
copying talib_init_.py -> build\lib.win-amd64-3.9\talib
running build_ext
skipping 'talib_ta_lib.c' Cython extension (up-to-date)
building 'talib._ta_lib' extension
creating build\temp.win-amd64-3.9
creating build\temp.win-amd64-3.9\Release
creating build\temp.win-amd64-3.9\Release\talib
C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IC:\Users\jiash\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\numpy\core\include -Ic:\ta-lib\c\include -IC:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.496.0_x64__qbz5n2kfra8p0\include -IC:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.496.0_x64__qbz5n2kfra8p0\include -IC:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\INCLUDE -IC:\Program Files (x86)\Windows Kits\10\include\10.0.10240.0\ucrt -IC:\Program Files (x86)\Windows Kits\8.1\include\shared -IC:\Program Files (x86)\Windows Kits\8.1\include\um -IC:\Program Files (x86)\Windows Kits\8.1\include\winrt /Tctalib_ta_lib.c /Fobuild\temp.win-amd64-3.9\Release\talib_ta_lib.obj
_ta_lib.c
c:\users\jiash\appdata\local\packages\pythonsoftwarefoundation.python.3.9_qbz5n2kfra8p0\localcache\local-packages\python39\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(14) : Warning Msg: Using deprecated NumPy API, disable it with #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
talib_ta_lib.c(6775): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(6780): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(6964): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7140): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7316): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7321): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7473): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7645): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(7975): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(8339): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(8526): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(8871): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(20029): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(20176): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(20484): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(20781): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(20935): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(21749): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(21885): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22021): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22157): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22293): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22602): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22765): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22770): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22775): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(22991): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23001): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23011): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23177): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23538): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23543): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23694): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(23830): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24138): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24300): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24447): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24593): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24729): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(24865): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(25016): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(25189): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(25354): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(25500): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(25797): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26112): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26277): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26445): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26450): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26591): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26727): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26863): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(26999): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(27135): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(27875): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28103): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28310): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28315): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28325): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28543): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28548): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28755): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28760): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(28765): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(29060): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(29207): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(29510): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(29804): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(29940): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30076): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30414): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30419): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30424): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30589): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(30910): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(31064): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39049): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39054): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39237): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39409): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39581): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39586): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39728): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(39895): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(40198): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(40557): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(40736): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(41073): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(52156): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(52293): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(52574): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(52854): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(53004): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(53732): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(53858): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(53984): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54110): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54236): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54515): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54668): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54673): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54678): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54886): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54896): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(54906): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55064): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55409): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55414): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55558): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55684): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(55975): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56136): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56273): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56412): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56538): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56664): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56807): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(56972): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(57133): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(57272): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(57552): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(57856): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58017): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58178): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58183): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58314): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58440): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58566): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58692): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(58818): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(59514): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(59722): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(59919): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(59924): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(59934): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60150): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60155): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60360): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60365): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60370): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60650): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(60787): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61060): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61340): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61466): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61592): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61916): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61921): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(61926): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(62087): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(62394): warning C4146: unary minus operator applied to unsigned type, result still unsigned
talib_ta_lib.c(62544): warning C4146: unary minus operator applied to unsigned type, result still unsigned
C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:c:\ta-lib\c\lib /LIBPATH:C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.496.0_x64__qbz5n2kfra8p0\libs /LIBPATH:C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.9_3.9.496.0_x64__qbz5n2kfra8p0\PCbuild\amd64 /LIBPATH:C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\LIB\amd64 /LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.10240.0\ucrt\x64 /LIBPATH:C:\Program Files (x86)\Windows Kits\8.1\lib\winv6.3\um\x64 ta_libc_cdr.lib /EXPORT:PyInit__ta_lib build\temp.win-amd64-3.9\Release\talib_ta_lib.obj /OUT:build\lib.win-amd64-3.9\talib_ta_lib.cp39-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.9\Release\talib_ta_lib.cp39-win_amd64.lib
_ta_lib.obj : warning LNK4197: export 'PyInit__ta_lib' specified multiple times; using first specification
Creating library build\temp.win-amd64-3.9\Release\talib_ta_lib.cp39-win_amd64.lib and object build\temp.win-amd64-3.9\Release\talib_ta_lib.cp39-win_amd64.exp
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLBREAKAWAY_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLEVENINGSTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSEPARATINGLINES_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDRAGONFLYDOJI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SetOptInputParamReal
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMORNINGDOJISTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_T3_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSHOOTINGSTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLKICKING
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINUS_DM
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3WHITESOLDIERS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTRISTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_SINE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_VAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSPINNINGTOP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLUPSIDEGAP2CROWS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_COSH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MININDEX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLRISEFALL3METHODS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLPIERCING_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BOP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AROON_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRANGE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHARAMI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_EXP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SUB_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SetUnstablePeriod
_ta_lib.obj : error LNK2001: unresolved external symbol TA_FuncTableAlloc
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLONNECK
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLKICKING_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3OUTSIDE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDRAGONFLYDOJI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WCLPRICE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MEDPRICE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLONNECK_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLADDERBOTTOM_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_ANGLE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ACOS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINMAXINDEX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MFI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINMAX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_RSI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GroupTableFree
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLUPSIDEGAP2CROWS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTASUKIGAP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_NATR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDOJISTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_PHASOR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_Shutdown
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSHORTLINE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetFuncHandle
_ta_lib.obj : error LNK2001: unresolved external symbol TA_FuncTableFree
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ParamHolderFree
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAVP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3LINESTRIKE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCONCEALBABYSWALL_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIGHWAVE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMARUBOZU_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADOSC
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMARUBOZU
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CCI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMATHOLD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLEVENINGDOJISTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLBREAKAWAY
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSPINNINGTOP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PPO_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BBANDS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_INTERCEPT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIDPRICE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACDEXT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLADDERBOTTOM
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CCI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MULT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCOUNTERATTACK
_ta_lib.obj : error LNK2001: unresolved external symbol TA_FLOOR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLIDENTICAL3CROWS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_DCPERIOD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3STARSINSOUTH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ATAN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADXR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DEMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHANGINGMAN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SIN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_TRENDMODE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSTALLEDPATTERN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLADVANCEBLOCK_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_OBV
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLIDENTICAL3CROWS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHARAMICROSS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_FLOOR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PPO
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLINVERTEDHAMMER_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WCLPRICE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRIMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACDEXT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLINNECK
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SUB
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TANH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLONGLEGGEDDOJI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDARKCLOUDCOVER_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AROON
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STDDEV
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLUNIQUE3RIVER
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ATR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCONCEALBABYSWALL
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINUS_DI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_EMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ULTOSC_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL2CROWS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LOG10
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTAKURI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCLOSINGMARUBOZU
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SetOptInputParamInteger
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLONGLINE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_ANGLE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROC
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CEIL_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLONGLINE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMATCHINGLOW_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_COSH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLKICKINGBYLENGTH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PLUS_DI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMATHOLD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3OUTSIDE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIGHWAVE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GroupTableAlloc
_ta_lib.obj : error LNK2001: unresolved external symbol TA_EMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADXR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MEDPRICE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLENGULFING_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MOM_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MFI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TANH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetOptInputParameterInfo
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCHF
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_INTERCEPT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLGRAVESTONEDOJI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTHRUSTING_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_APO_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SINH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINMAX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BOP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_SINE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_TRENDLINE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3BLACKCROWS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ParamHolderAlloc
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLABANDONEDBABY
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetFuncInfo
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DEMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ASIN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAVP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRANGE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DIV
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_PHASOR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_COS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_Initialize
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SetCompatibility
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_TRENDMODE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMORNINGDOJISTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_EXP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLLONGLEGGEDDOJI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIDPOINT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BETA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLGAPSIDESIDEWHITE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLINVERTEDHAMMER
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AVGPRICE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMORNINGSTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLBELTHOLD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STDDEV_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAXINDEX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MOM
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TSF_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHAMMER_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TAN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIKKAKEMOD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MULT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROC_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHARAMI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSHORTLINE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ATR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_DCPHASE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AVGPRICE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLGRAVESTONEDOJI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SINH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TYPPRICE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLEVENINGDOJISTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLENGULFING
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACDFIX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIKKAKE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetOutputParameterInfo
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLRICKSHAWMAN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TYPPRICE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LOG10_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ACOS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRIMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHARAMICROSS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CMO_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDARKCLOUDCOVER
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PLUS_DM_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHANGINGMAN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SQRT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AROONOSC
_ta_lib.obj : error LNK2001: unresolved external symbol TA_RestoreCandleDefaultSettings
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MACDFIX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTRISTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CEIL
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetInputParameterInfo
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3BLACKCROWS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSHOOTINGSTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SQRT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SUM
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHOMINGPIGEON
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SIN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCHRSI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLRICKSHAWMAN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMATCHINGLOW
_ta_lib.obj : error LNK2001: unresolved external symbol TA_COS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SAREXT_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLABANDONEDBABY_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_SLOPE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTASUKIGAP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSTALLEDPATTERN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDOJI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLGAPSIDESIDEWHITE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLXSIDEGAP3METHODS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINUS_DI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL2CROWS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LN_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ULTOSC
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DIV_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLBELTHOLD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCP_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCHRSI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_STOCHF_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3INSIDE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetLookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3STARSINSOUTH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSTICKSANDWICH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINUS_DM_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLKICKINGBYLENGTH_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLUNIQUE3RIVER_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TAN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCP
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetUnstablePeriod
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADD_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLADVANCEBLOCK
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHOMINGPIGEON_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTHRUSTING
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLTAKURI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CORREL
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SUM_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIKKAKE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BETA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ATAN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_DCPHASE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TEMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_VAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCR100
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PLUS_DI_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLEVENINGSTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MINMAXINDEX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSTICKSANDWICH
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRIX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLINNECK_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3LINESTRIKE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WILLR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_TRENDLINE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHAMMER
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIDPRICE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_KAMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLHIKKAKEMOD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_LINEARREG_SLOPE_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_PLUS_DM
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MININDEX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_KAMA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3WHITESOLDIERS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAXINDEX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLPIERCING
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetCompatibility
_ta_lib.obj : error LNK2001: unresolved external symbol TA_OBV_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ASIN
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TEMA_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_DX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SAREXT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLXSIDEGAP3METHODS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MA
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TRIX_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CMO
_ta_lib.obj : error LNK2001: unresolved external symbol TA_APO
_ta_lib.obj : error LNK2001: unresolved external symbol TA_WILLR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_TSF
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLMORNINGSTAR
_ta_lib.obj : error LNK2001: unresolved external symbol TA_SetCandleSettings
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCLOSINGMARUBOZU_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MAX
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDOJISTAR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_T3
_ta_lib.obj : error LNK2001: unresolved external symbol TA_AROONOSC_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLSEPARATINGLINES
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDL3INSIDE
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ROCR100_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_RSI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLDOJI
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CORREL_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_MIDPOINT
_ta_lib.obj : error LNK2001: unresolved external symbol TA_ADOSC_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_NATR_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLCOUNTERATTACK_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_HT_DCPERIOD
_ta_lib.obj : error LNK2001: unresolved external symbol TA_BBANDS
_ta_lib.obj : error LNK2001: unresolved external symbol TA_CDLRISEFALL3METHODS_Lookback
_ta_lib.obj : error LNK2001: unresolved external symbol TA_GetVersionString
build\lib.win-amd64-3.9\talib_ta_lib.cp39-win_amd64.pyd : fatal error LNK1120: 339 unresolved externals
error: command 'C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\BIN\x86_amd64\link.exe' failed with exit code 1120
----------------------------------------
ERROR: Command errored out with exit status 1: 'C:\Users\jiash\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\jiash\AppData\Local\Temp\pip-install-au05ctr3\ta-lib\setup.py'"'"'; file='"'"'C:\Users\jiash\AppData\Local\Temp\pip-install-au05ctr3\ta-lib\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\jiash\AppData\Local\Temp\pip-record-4f982w7j\install-record.txt' --single-version-externally-managed --user --prefix= --compile --install-headers 'C:\Users\jiash\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\Include\TA-Lib' Check the logs for full command output.
WARNING: You are using pip version 20.2.3; however, version 21.0.1 is available.
You should consider upgrading via the 'C:\Users\jiash\AppData\Local\Microsoft\WindowsApps\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\python.exe -m pip install --upgrade pip' command.

有问题可以参考：https://github.com/myhhub/InStock
抓取股票每日关键数据，计算股票各种指标，识别K线各种形态，内置多种选股策略，支持选股验证回测，支持自动交易，支持批量时间，运行高效

问题1：
“近三月”是死时间，为当前的“近三月”，不支持历史选股回测
#
  df = ak.stock_lhb_stock_statistic_em(symbol="近三月")
  mask = (df['买方机构次数'] > 1)  # 机构买入次数大于1
  df = df.loc[mask]
  top_list = df['代码'].tolist()

上面代码建议修改为：

--------
# 股票近三月上龙虎榜且必须有2次以上机构参与的
def fetch_stock_top_entity_data(date):
    if date is None:
        date_date = datetime.datetime.now().date()
    else:
        tmp_year, tmp_month, tmp_day = date.split("-")
        date_date = datetime.datetime(int(tmp_year), int(tmp_month), int(tmp_day)).date()
        
    run_date = date_date + datetime.timedelta(days=-90)
    start_date = run_date.strftime("%Y%m%d")
    end_date = date_date.strftime("%Y%m%d")
    
    code_name = '代码'
    entity_amount_name = '买方机构数'
    
    try:
        data = ak.stock_lhb_jgmmtj_em(start_date, end_date)
        if data is None or len(data.index) == 0:
            return None

        # 机构买入次数大于1计算方法，首先：每次要有买方机构数(>0),然后：这段时间买方机构数求和大于1
        mask = (data[entity_amount_name] > 0)  # 首先：每次要有买方机构数(>0)
        data = data.loc[mask]
    
        if len(data.index) == 0:
            return None
    
        grouped = data.groupby(by=data[code_name])
        data_series = grouped[entity_amount_name].sum()
        data_code = set(data_series[data_series > 1].index.values)  # 然后：这段时间买方机构数求和大于1
    
        if not data_code:
            return None
    
        return data_code
    except Exception as e:
        logging.debug("{}处理异常：{}".format('stockfetch.fetch_stock_top_entity_data', e))

问题2：
top_list = df['代码'].tolist(),top_list不宜为全局变量，否则不支持按时间段选股，例如：（2023-01-01至2023-03-01）

上面代码建议修改为：

# 高而窄的旗形
def check_high_tight(code_name, data, end_date=None, threshold=60, istop=False):
    # 龙虎榜上必须有机构
    if not istop:
        return False
    .............


def check_enter(end_date=None, strategy_fun=enter.check_volume):
    is_check_high_tight = False
    if strategy_fun.__name__ == 'check_high_tight':
        stock_tops = fetch_stock_top_entity_data(end_date)
        if stock_tops is not None:
            is_check_high_tight = True

def end_date_filter(stock_data):
    if end_date is not None:
        if end_date < stock_data[1].iloc[0].日期:  # 该股票在end_date时还未上市
            logging.debug("{}在{}时还未上市".format(stock_data[0], end_date))
            return False
    if is_check_high_tight:
        return strategy_fun(stock_data[0], stock_data[1], end_date=end_date, istop=(data[0][0] in stock_tops))
    else:
        return strategy_fun(stock_data[0], stock_data[1], end_date=end_date)
    .............

我觉得应该要降VS版本试试

C:\Users\richa\Documents\GitHub\Sequoia-master>python main.py
[Getting data:]#################################################本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
锦好医疗('872925') generated an exception: 'NoneType' object is not subscriptable
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
常辅股份('871396') generated an exception: 'NoneType' object is not subscriptable
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
凯腾精工('871553') generated an exception: 'NoneType' object is not subscriptable
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
晶赛科技('871981') generated an exception: 'NoneType' object is not subscriptable
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2
通易航天('871642') generated an exception: 'NoneType' object is not subscriptable
本接口即将停止更新，请尽快使用Pro版接口：https://tushare.pro/document/2

请问停机坪策略是个什么原理呢？

下载对应的 whl
pip install TA_Lib-0.4.17-cp36-cp36m-win_amd64.whl
地址：https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib
可以解决

//
Building wheels for collected packages: TA-Lib
Building wheel for TA-Lib (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\Think\Anaconda2\envs\python37\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\Think\Ap
pData\Local\Temp\pip-install-8lsf5ozq\TA-Lib\setup.py'"'"'; file='"'"'C:\Users\Think\AppData\Local\Temp\pip-install-8lsf5ozq\TA-
Lib\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compil
e(code, file, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\Think\AppData\Local\Temp\pip-wheel-vwu59fuv' --python-tag cp37
cwd: C:\Users\Think\AppData\Local\Temp\pip-install-8lsf5ozq\TA-Lib
Complete output (18 lines):
running bdist_wheel
running build
running build_py
creating build
creating build\lib.win32-3.7
creating build\lib.win32-3.7\talib
copying talib\abstract.py -> build\lib.win32-3.7\talib
copying talib\deprecated.py -> build\lib.win32-3.7\talib
copying talib\stream.py -> build\lib.win32-3.7\talib
copying talib\test_abstract.py -> build\lib.win32-3.7\talib
copying talib\test_data.py -> build\lib.win32-3.7\talib
copying talib\test_func.py -> build\lib.win32-3.7\talib
copying talib\test_pandas.py -> build\lib.win32-3.7\talib
copying talib\test_stream.py -> build\lib.win32-3.7\talib
copying talib_init_.py -> build\lib.win32-3.7\talib
running build_ext
building 'talib._ta_lib' extension
error: Microsoft Visual C++ 14.0 is required. Get it with "Microsoft Visual C++ Build Tools": https://visualstudio.microsoft.com/downloads/

ERROR: Failed building wheel for TA-Lib
Running setup.py clean for TA-Lib
Failed to build TA-Lib
Installing collected packages: TA-Lib, threadpool, xlrd, mock, numexpr, tables, schedule
Running setup.py install for TA-Lib ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\Think\Anaconda2\envs\python37\python.exe' -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\Think\
AppData\Local\Temp\pip-install-8lsf5ozq\TA-Lib\setup.py'"'"'; file='"'"'C:\Users\Think\AppData\Local\Temp\pip-install-8lsf5ozq\T
A-Lib\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(comp
ile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\Think\AppData\Local\Temp\pip-record-df7u_lle\install-record.txt' --single-versi
on-externally-managed --compile
cwd: C:\Users\Think\AppData\Local\Temp\pip-install-8lsf5ozq\TA-Lib
Complete output (18 lines):
running install
running build
running build_py
creating build
creating build\lib.win32-3.7
creating build\lib.win32-3.7\talib
copying talib\abstract.py -> build\lib.win32-3.7\talib
copying talib\deprecated.py -> build\lib.win32-3.7\talib
copying talib\stream.py -> build\lib.win32-3.7\talib
copying talib\test_abstract.py -> build\lib.win32-3.7\talib
copying talib\test_data.py -> build\lib.win32-3.7\talib
copying talib\test_func.py -> build\lib.win32-3.7\talib
copying talib\test_pandas.py -> build\lib.win32-3.7\talib
copying talib\test_stream.py -> build\lib.win32-3.7\talib
copying talib_init_.py -> build\lib.win32-3.7\talib
running build_ext
building 'talib._ta_lib' extension
error: Microsoft Visual C++ 14.0 is required. Get it with "Microsoft Visual C++ Build Tools": https://visualstudio.microsoft.com/downloads/
----------------------------------------
ERROR: Command errored out with exit status 1: 'C:\Users\Think\Anaconda2\envs\python37\python.exe' -u -c 'import sys, setuptools, tokenize; sys.
argv[0] = '"'"'C:\Users\Think\AppData\Local\Temp\pip-install-8lsf5ozq\TA-Lib\setup.py'"'"'; file='"'"'C:\Users\Think\AppData\Loc
al\Temp\pip-install-8lsf5ozq\TA-Lib\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"',
'"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\Think\AppData\Local\Temp\pip-record-df7u_lle\i
nstall-record.txt' --single-version-externally-managed --compile Check the logs for full command output.