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Hi!. I use Ubuntu 22.04 and installer script angd get error with Ta-Lib installation.
How i can fix it?

Building wheels for collected packages: TA-Lib
Building wheel for TA-Lib (pyproject.toml) ... error
error: subprocess-exited-with-error

× Building wheel for TA-Lib (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [94 lines of output]
running bdist_wheel
running build
running build_py
creating build
creating build/lib.linux-x86_64-cpython-311
creating build/lib.linux-x86_64-cpython-311/talib
copying talib/stream.py -> build/lib.linux-x86_64-cpython-311/talib
copying talib/init.py -> build/lib.linux-x86_64-cpython-311/talib
copying talib/deprecated.py -> build/lib.linux-x86_64-cpython-311/talib
copying talib/abstract.py -> build/lib.linux-x86_64-cpython-311/talib
running build_ext
building 'talib._ta_lib' extension
creating build/temp.linux-x86_64-cpython-311
creating build/temp.linux-x86_64-cpython-311/talib
x86_64-linux-gnu-gcc -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -fPIC -I/usr/include -I/usr/local/include -I/opt/include -I/opt/local/include -I/opt/homebrew/include -I/opt/homebrew/opt/ta-lib/include -I/tmp/pip-build-env-ajc8a6k4/normal/local/lib/python3.11/dist-packages/numpy/_core/include -I/usr/include/python3.11 -c talib/_ta_lib.c -o build/temp.linux-x86_64-cpython-311/talib/_ta_lib.o
In file included from /tmp/pip-build-env-ajc8a6k4/normal/local/lib/python3.11/dist-packages/numpy/_core/include/numpy/ndarraytypes.h:1909,
from /tmp/pip-build-env-ajc8a6k4/normal/local/lib/python3.11/dist-packages/numpy/_core/include/numpy/ndarrayobject.h:12,
from /tmp/pip-build-env-ajc8a6k4/normal/local/lib/python3.11/dist-packages/numpy/_core/include/numpy/arrayobject.h:5,
from talib/_ta_lib.c:1092:
/tmp/pip-build-env-ajc8a6k4/normal/local/lib/python3.11/dist-packages/numpy/_core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: #warning "Using deprecated NumPy API, disable it with " "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-Wcpp]
17 | #warning "Using deprecated NumPy API, disable it with "
| ^~~~~~~
In file included from /usr/include/python3.11/Python.h:38,
from talib/_ta_lib.c:16:
talib/_ta_lib.c: In function ‘__pyx_f_5numpy_PyDataType_SHAPE’:
talib/_ta_lib.c:10093:39: error: ‘PyArray_Descr’ {aka ‘struct _PyArray_Descr’} has no member named ‘subarray’
10093 | __Pyx_INCREF(((PyObject*)__pyx_v_d->subarray->shape));
| ^~
/usr/include/python3.11/pyport.h:24:38: note: in definition of macro ‘_Py_CAST’
24 | #define _Py_CAST(type, expr) ((type)(expr))
| ^~~~
/usr/include/python3.11/object.h:506:35: note: in expansion of macro ‘_PyObject_CAST’
506 | # define Py_INCREF(op) Py_INCREF(_PyObject_CAST(op))
| ^~~~~~~~~~~~~~
talib/_ta_lib.c:1527:27: note: in expansion of macro ‘Py_INCREF’
1527 | #define __Pyx_INCREF(r) Py_INCREF(r)
| ^~~~~~~~~
talib/_ta_lib.c:10093:5: note: in expansion of macro ‘__Pyx_INCREF’
10093 | __Pyx_INCREF(((PyObject*)__pyx_v_d->subarray->shape));
| ^~~~~~~~~~~~
talib/_ta_lib.c:10094:36: error: ‘PyArray_Descr’ {aka ‘struct _PyArray_Descr’} has no member named ‘subarray’
10094 | __pyx_r = ((PyObject*)__pyx_v_d->subarray->shape);
| ^~
talib/_ta_lib.c: In function ‘__pyx_pf_5talib_7_ta_lib_348_ta_getFuncInfo’:
talib/_ta_lib.c:51556:48: warning: passing argument 2 of ‘TA_GetFuncInfo’ from incompatible pointer type [-Wincompatible-pointer-types]
51556 | __pyx_v_retCode = TA_GetFuncInfo(__pyx_t_1, (&__pyx_v_info));
| ~^~~~~~~~~~~~~~
| |
| TA_FuncInfo **
In file included from talib/_ta_lib.c:1084:
/usr/include/ta-lib/ta_abstract.h:211:48: note: expected ‘const TA_FuncInfo **’ but argument is of type ‘TA_FuncInfo **’
211 | const TA_FuncInfo **funcInfo );
| ~~~~~~~~~~~~~~~~~~~~^~~~~~~~
talib/_ta_lib.c: In function ‘__pyx_pf_5talib_7_ta_lib_350_ta_getInputParameterInfo’:
talib/_ta_lib.c:51832:71: warning: passing argument 3 of ‘TA_GetInputParameterInfo’ from incompatible pointer type [-Wincompatible-pointer-types]
51832 | __pyx_v_retCode = TA_GetInputParameterInfo(__pyx_t_1, __pyx_v_idx, (&__pyx_v_info));
| ~^~~~~~~~~~~~~~
| |
| TA_InputParameterInfo **
In file included from talib/_ta_lib.c:1084:
/usr/include/ta-lib/ta_abstract.h:442:68: note: expected ‘const TA_InputParameterInfo **’ but argument is of type ‘TA_InputParameterInfo **’
442 | const TA_InputParameterInfo **info );
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~
talib/_ta_lib.c: In function ‘__pyx_pf_5talib_7_ta_lib_352_ta_getOptInputParameterInfo’:
talib/_ta_lib.c:52084:74: warning: passing argument 3 of ‘TA_GetOptInputParameterInfo’ from incompatible pointer type [-Wincompatible-pointer-types]
52084 | __pyx_v_retCode = TA_GetOptInputParameterInfo(__pyx_t_1, __pyx_v_idx, (&__pyx_v_info));
| ~^~~~~~~~~~~~~~
| |
| TA_OptInputParameterInfo **
In file included from talib/_ta_lib.c:1084:
/usr/include/ta-lib/ta_abstract.h:446:74: note: expected ‘const TA_OptInputParameterInfo **’ but argument is of type ‘TA_OptInputParameterInfo **’
446 | const TA_OptInputParameterInfo **info );
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~
talib/_ta_lib.c: In function ‘__pyx_pf_5talib_7_ta_lib_354_ta_getOutputParameterInfo’:
talib/_ta_lib.c:52374:72: warning: passing argument 3 of ‘TA_GetOutputParameterInfo’ from incompatible pointer type [-Wincompatible-pointer-types]
52374 | __pyx_v_retCode = TA_GetOutputParameterInfo(__pyx_t_1, __pyx_v_idx, (&__pyx_v_info));
| ~^~~~~~~~~~~~~~
| |
| TA_OutputParameterInfo **
In file included from talib/_ta_lib.c:1084:
/usr/include/ta-lib/ta_abstract.h:450:70: note: expected ‘const TA_OutputParameterInfo **’ but argument is of type ‘TA_OutputParameterInfo **’
450 | const TA_OutputParameterInfo **info );
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~
talib/_ta_lib.c: In function ‘__pyx_f_5talib_7_ta_lib___ta_getFuncHandle’:
talib/_ta_lib.c:53011:126: warning: passing argument 2 of ‘TA_GetFuncHandle’ from incompatible pointer type [-Wincompatible-pointer-types]
53011 | __pyx_t_1 = __pyx_f_5talib_7_ta_lib__ta_check_success(__pyx_n_s_TA_GetFuncHandle, TA_GetFuncHandle(__pyx_v_function_name, (&__pyx_v_handle)), 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 772, __pyx_L1_error)
| ~^~~~~~~~~~~~~~~~
| |
| TA_FuncHandle ** {aka unsigned int **}
In file included from talib/_ta_lib.c:1084:
/usr/include/ta-lib/ta_abstract.h:155:52: note: expected ‘const TA_FuncHandle **’ {aka ‘const unsigned int **’} but argument is of type ‘TA_FuncHandle **’ {aka ‘unsigned int **’}
155 | const TA_FuncHandle **handle );
| ~~~~~~~~~~~~~~~~~~~~~~^~~~~~
error: command '/usr/bin/x86_64-linux-gnu-gcc' failed with exit code 1
[end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for TA-Lib
Failed to build TA-Lib
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (TA-Lib)

On a fresh Hetzner Ubuntu 20.04, I have run stack-installer/ubuntu-20.04.sh.
After that, I cannot import talib (and neither can jesse import it):

$ python3
Python 3.8.10 (default, Nov 26 2021, 20:14:08) 
[GCC 9.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import talib
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/till/.local/lib/python3.8/site-packages/talib/__init__.py", line 93, in <module>
    from ._ta_lib import (
  File "talib/_ta_lib.pyx", line 1, in init talib._ta_lib
ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

But a pip3 uninstall TA-lib; pip3 install TA-lib solves the problem, and you get _ta_lib.cpython-38-x86_64-linux-gnu.soas well. So it seems that there is no need to compile it from sources.

I get the error:

    Running setup.py install for TA-Lib ... error
    ERROR: Command errored out with exit status 1:
     command: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-0_qeshkx/ta-lib_24d021906e3d455e90b8374d98a986c6/setup.py'"'"'; __file__='"'"'/tmp/pip-install-0_qeshkx/ta-lib_24d021906e3d455e90b8374d98a986c6/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-xi9fbmv_/install-record.txt --single-version-externally-managed --compile --install-headers /usr/local/include/python3.8/TA-Lib
         cwd: /tmp/pip-install-0_qeshkx/ta-lib_24d021906e3d455e90b8374d98a986c6/
    Complete output (26 lines):
    running install
    running build
    running build_py
    creating build
    creating build/lib.linux-x86_64-3.8
    creating build/lib.linux-x86_64-3.8/talib
    copying talib/test_stream.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/stream.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/test_data.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/abstract.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/test_pandas.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/deprecated.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/__init__.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/test_abstract.py -> build/lib.linux-x86_64-3.8/talib
    copying talib/test_func.py -> build/lib.linux-x86_64-3.8/talib
    running build_ext
    skipping 'talib/_ta_lib.c' Cython extension (up-to-date)
    building 'talib._ta_lib' extension
    creating build/temp.linux-x86_64-3.8
    creating build/temp.linux-x86_64-3.8/talib
    x86_64-linux-gnu-gcc -pthread -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -I/usr/include -I/usr/local/include -I/opt/include -I/opt/local/include -I/usr/local/lib/python3.8/dist-packages/numpy/core/include -I/usr/include/python3.8 -c talib/_ta_lib.c -o build/temp.linux-x86_64-3.8/talib/_ta_lib.o
    talib/_ta_lib.c:4:10: fatal error: Python.h: No such file or directory
        4 | #include "Python.h"
          |          ^~~~~~~~~~
    compilation terminated.
    error: command 'x86_64-linux-gnu-gcc' failed with exit status 1
    ----------------------------------------
ERROR: Command errored out with exit status 1: /usr/bin/python3 -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-0_qeshkx/ta-lib_24d021906e3d455e90b8374d98a986c6/setup.py'"'"'; __file__='"'"'/tmp/pip-install-0_qeshkx/ta-lib_24d021906e3d455e90b8374d98a986c6/setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' install --record /tmp/pip-record-xi9fbmv_/install-record.txt --single-version-externally-managed --compile --install-headers /usr/local/include/python3.8/TA-Lib Check the logs for full command output.

Which is related to Ta-lib installation. @TheCrazyLex can you look into it please? I can get you a new Hetzner VPS to look into it.