Error during logai install command - Getting requirements to build wheel ... error ; error: subprocess-exited-with-error

[Tixi3]

I want to run Logai locally via VSCode. I positioned myself to logai folder, set up the environment and when I try "pip3 install logai" command, I receive the following error.
I tried to solve it with following commands: pip3 install --upgrade pip setuptools wheel Cython
pip3 install --no-build-isolation logai
pip3 install --no-cache-dir logai
pip3 install --no-build-isolation logai
pip3 install --prefer-binary logai
and nothing worked, I always receive the same error.

This is the error:
Installing build dependencies ... done
Getting requirements to build wheel ... error
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> [67 lines of output]
:19: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
:53: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
:56: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
:53: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.

  Error compiling Cython file:
  ------------------------------------------------------------
  ...
  cimport cython
  cimport numpy as np
  import numpy as np
 
  ctypedef np.float64_t DOUBLE
  ctypedef np.int_t INT
           ^
  ------------------------------------------------------------
 
  statsmodels\nonparametric\linbin.pyx:13:9: 'int_t' is not a type identifier
  Compiling statsmodels/tsa/_stl.pyx because it changed.
  Compiling statsmodels/tsa/holtwinters/_exponential_smoothers.pyx because it changed.
  Compiling statsmodels/tsa/exponential_smoothing/_ets_smooth.pyx because it changed.
  Compiling statsmodels/tsa/_innovations.pyx because it changed.
  Compiling statsmodels/tsa/regime_switching/_hamilton_filter.pyx because it changed.
  Compiling statsmodels/tsa/regime_switching/_kim_smoother.pyx because it changed.
  Compiling statsmodels/tsa/innovations/_arma_innovations.pyx because it changed.
  Compiling statsmodels/nonparametric/linbin.pyx because it changed.
  Compiling statsmodels/robust/_qn.pyx because it changed.
  Compiling statsmodels/nonparametric/_smoothers_lowess.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_initialization.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_representation.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_kalman_filter.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_filters/_conventional.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_filters/_inversions.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_filters/_univariate.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_filters/_univariate_diffuse.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_kalman_smoother.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_smoothers/_alternative.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_smoothers/_classical.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_smoothers/_conventional.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_smoothers/_univariate.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_smoothers/_univariate_diffuse.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_simulation_smoother.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_cfa_simulation_smoother.pyx because it changed.
  Compiling statsmodels/tsa/statespace/_tools.pyx because it changed.
  [ 1/26] Cythonizing statsmodels/nonparametric/_smoothers_lowess.pyx
  [ 2/26] Cythonizing statsmodels/nonparametric/linbin.pyx
  Traceback (most recent call last):
    File "C:\Users\uie44461\develop\AI_tools\logai\venv\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 353, in <module>
      main()
    File "C:\Users\uie44461\develop\AI_tools\logai\venv\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 335, in main
      json_out['return_val'] = hook(**hook_input['kwargs'])
    File "C:\Users\uie44461\develop\AI_tools\logai\venv\lib\site-packages\pip\_vendor\pyproject_hooks\_in_process\_in_process.py", line 118, in get_requires_for_build_wheel
      return hook(config_settings)
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\setuptools\build_meta.py", line 332, in get_requires_for_build_wheel     
      return self._get_build_requires(config_settings, requirements=[])
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\setuptools\build_meta.py", line 302, in _get_build_requires
      self.run_setup()
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\setuptools\build_meta.py", line 516, in run_setup
      super().run_setup(setup_script=setup_script)
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\setuptools\build_meta.py", line 318, in run_setup
      exec(code, locals())
    File "<string>", line 304, in <module>
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\Cython\Build\Dependencies.py", line 1154, in cythonize
      cythonize_one(*args)
    File "C:\Users\uie44461\AppData\Local\Temp\pip-build-env-auutofc1\overlay\Lib\site-packages\Cython\Build\Dependencies.py", line 1321, in cythonize_one
      raise CompileError(None, pyx_file)
  Cython.Compiler.Errors.CompileError: statsmodels/nonparametric/linbin.pyx
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.

[aandino]

Hi, we had been the same problem.
It was solutioned using python version 3.9.20 using pyenv.

[DatadudeDev]

pip install logai in a fresh venv yeilds a flurry of errors. I found that uninstalling statsmodels, numpy, and scipy then defining explicit versions in a constraints.txt did the trick.

contents of ./constraints.txt:

numpy==1.23.5
cython==0.29.36
scipy==1.10.1
statsmodels==0.14.2

run the installation with this command:

pip install --no-cache-dir --constraint constraints.txt logai

[Tixi3]

Hi, we had been the same problem. It was solutioned using python version 3.9.20 using pyenv.

Thank you for your help! It seems that we need to use specified version of python.

[Tixi3]

pip install logai in a fresh venv yeilds a flurry of errors. I found that uninstalling statsmodels, numpy, and scipy then defining explicit versions in a constraints.txt did the trick.

contents of ./constraints.txt:

numpy==1.23.5 cython==0.29.36 scipy==1.10.1 statsmodels==0.14.2

run the installation with this command:

pip install --no-cache-dir --constraint constraints.txt logai

Thank you for your help! And which python version were you using?

[DatadudeDev]

Some better instructions to getting the server running.

1. Clone the repo
2. wget Python3.9.20 tarball and extract inside the cloned repo directory

https://www.python.org/ftp/python/3.9.20/Python-3.9.20.tgz

./logai
├── requirements.txt
├── Python3.9.20
    └── env

3.chown -R /logaito grant permissions

4. create a ./constraints.txt and add the following contents:

numpy==1.23.5
cython==0.29.36
scipy==1.10.1
statsmodels==0.14.2

5. create and activate a python venv inside the Python3.9.20 directory

(./logai/Python3.9.20/env/bin/activate)

6. export the new python path:

export PATH="/home/king/logai/Python-3.9.20/env/bin:$PATH"

7. confirm python version with:

which python

8. install with:
   pip install --no-cache-dir --constraint constraints.txt logai['All]

9: Update the classes accordingly in logai/dataloader/data_model.py.

class LogRecordObject:
timestamp: pd.DataFrame = field(default_factory=pd.DataFrame)
attributes: pd.DataFrame = field(default_factory=pd.DataFrame)
resource: pd.DataFrame = field(default_factory=pd.DataFrame)
trace_id: pd.DataFrame = field(default_factory=pd.DataFrame)
span_id: pd.DataFrame = field(default_factory=pd.DataFrame)
severity_text: pd.DataFrame = field(default_factory=pd.DataFrame)
severity_number: pd.DataFrame = field(default_factory=pd.DataFrame)
body: pd.DataFrame = field(default_factory=pd.DataFrame)
labels: pd.DataFrame = field(default_factory=pd.DataFrame)
_index: np.array = field(init=False)

9b (optional): if not running locally, update ./gui/application.gui to run on 0.0.0.0

if __name__ == "__main__": app.run_server(debug=False, host='0.0.0.0')

10. cd into root logai directory and run to start the server:

python -m gui.application

EDIT: Confirming these steps work to produce a working server and output good data, see attached.

I've exported the precompiled project and mirrored it this repo. Simply clone, activate the venv , set your Python PATH and run the application. if you want your own venv, create one within the Python3.9.20 directory and run

https://github.com/DatadudeDev/logai <<<

pip install -r requirements.txt <-- derived from my working environment with pip freeze

I'm a new dev and this is one of my first contributions to a codebase so some stars would be crazy appreciated

[Tixi3]

Thank you very much!