Error during package installation: numpy metadata generation failed

[pythonmizfatools]

I encountered an error while trying to install the package using the following command:

pip install recognizer

The installation failed with the following error related to numpy:

Collecting recognizer
  Using cached recognizer-1.4-py3-none-any.whl.metadata (5.4 kB)
Collecting opencv-python (from recognizer)
  Using cached opencv_python-4.11.0.86-cp37-abi3-win_amd64.whl.metadata (20 kB)
Collecting imageio (from recognizer)
  Using cached imageio-2.36.1-py3-none-any.whl.metadata (5.2 kB)
Collecting ultralytics (from recognizer)
  Using cached ultralytics-8.3.62-py3-none-any.whl.metadata (35 kB)
Collecting transformers (from recognizer)
  Using cached transformers-4.48.0-py3-none-any.whl.metadata (44 kB)
Requirement already satisfied: numpy in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from recognizer) (2.2.1)
Requirement already satisfied: playwright in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from recognizer) (1.49.1)
Collecting pillow>=8.3.2 (from imageio->recognizer)
  Using cached pillow-11.1.0-cp313-cp313-win_amd64.whl.metadata (9.3 kB)
Requirement already satisfied: greenlet==3.1.1 in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from playwright->recognizer) (3.1.1)
Requirement already satisfied: pyee==12.0.0 in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from playwright->recognizer) (12.0.0)
Requirement already satisfied: typing-extensions in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from pyee==12.0.0->playwright->recognizer) (4.12.2)
Collecting filelock (from transformers->recognizer)
  Using cached filelock-3.16.1-py3-none-any.whl.metadata (2.9 kB)
Collecting huggingface-hub<1.0,>=0.24.0 (from transformers->recognizer)
  Using cached huggingface_hub-0.27.1-py3-none-any.whl.metadata (13 kB)
Requirement already satisfied: packaging>=20.0 in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from transformers->recognizer) (24.2)
Collecting pyyaml>=5.1 (from transformers->recognizer)
  Using cached PyYAML-6.0.2-cp313-cp313-win_amd64.whl.metadata (2.1 kB)
Requirement already satisfied: regex!=2019.12.17 in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from transformers->recognizer) (2024.11.6)
Requirement already satisfied: requests in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from transformers->recognizer) (2.32.3)
Collecting tokenizers<0.22,>=0.21 (from transformers->recognizer)
  Using cached tokenizers-0.21.0-cp39-abi3-win_amd64.whl.metadata (6.9 kB)
Collecting safetensors>=0.4.1 (from transformers->recognizer)
  Using cached safetensors-0.5.2-cp38-abi3-win_amd64.whl.metadata (3.9 kB)
Requirement already satisfied: tqdm>=4.27 in c:\users\setare\appdata\local\programs\python\python313\lib\site-packages (from transformers->recognizer) (4.67.1)
Collecting matplotlib>=3.3.0 (from ultralytics->recognizer)
  Using cached matplotlib-3.10.0-cp313-cp313-win_amd64.whl.metadata (11 kB)
Collecting scipy>=1.4.1 (from ultralytics->recognizer)
  Using cached scipy-1.15.1-cp313-cp313-win_amd64.whl.metadata (60 kB)
INFO: pip is looking at multiple versions of ultralytics to determine which version is compatible with other requirements. This could take a while.
Collecting ultralytics (from recognizer)
  Using cached ultralytics-8.3.61-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.60-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.59-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.58-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.57-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.56-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.55-py3-none-any.whl.metadata (35 kB)
INFO: pip is still looking at multiple versions of ultralytics to determine which version is compatible with other requirements. This could take a while.
  Using cached ultralytics-8.3.54-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.53-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.52-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.51-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.50-py3-none-any.whl.metadata (35 kB)
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C.
  Using cached ultralytics-8.3.49-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.48-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.47-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.44-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.43-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.40-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.39-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.38-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.37-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.36-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.35-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.34-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.33-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.32-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.31-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.30-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.29-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.28-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.27-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.26-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.25-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.24-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.23-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.22-py3-none-any.whl.metadata (35 kB)
  Using cached ultralytics-8.3.21-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.20-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.19-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.18-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.17-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.16-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.15-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.14-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.13-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.12-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.11-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.10-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.9-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.8-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.7-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.6-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.5-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.4-py3-none-any.whl.metadata (34 kB)
  Using cached ultralytics-8.3.3-py3-none-any.whl.metadata (34 kB)
Collecting numpy (from recognizer)
  Using cached numpy-1.26.4.tar.gz (15.8 MB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Installing backend dependencies ... done
  Preparing metadata (pyproject.toml) ... error
  error: subprocess-exited-with-error
  
  × Preparing metadata (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [21 lines of output]
      + C:\Users\setare\AppData\Local\Programs\Python\Python313\python.exe C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752\vendored-meson\meson\meson.py setup C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752 C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752\.mesonpy-p4j0o0sk -Dbuildtype=release -Db_ndebug=if-release -Db_vscrt=md --native-file=C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752\.mesonpy-p4j0o0sk\meson-python-native-file.ini
      The Meson build system
      Version: 1.2.99
      Source dir: C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752
      Build dir: C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752\.mesonpy-p4j0o0sk
      Build type: native build
      Project name: NumPy
      Project version: 1.26.4
      WARNING: Failed to activate VS environment: Could not find C:\Program Files (x86)\Microsoft Visual Studio\Installer\vswhere.exe

      ..\meson.build:1:0: ERROR: Unknown compiler(s): [['icl'], ['cl'], ['cc'], ['gcc'], ['clang'], ['clang-cl'], ['pgcc']]
      The following exception(s) were encountered:
      Running `icl ""` gave "[WinError 2] The system cannot find the file specified"
      Running `cl /?` gave "[WinError 2] The system cannot find the file specified"
      Running `cc --version` gave "[WinError 2] The system cannot find the file specified"
      Running `gcc --version` gave "[WinError 2] The system cannot find the file specified"
      Running `clang --version` gave "[WinError 2] The system cannot find the file specified"
      Running `clang-cl /?` gave "[WinError 2] The system cannot find the file specified"
      Running `pgcc --version` gave "[WinError 2] The system cannot find the file specified"

      A full log can be found at C:\Users\setare\AppData\Local\Temp\pip-install-dxa4agu8\numpy_6c9cfe24ca0f4df2b02397442c4bb752\.mesonpy-p4j0o0sk\meson-logs\meson-log.txt
      [end of output]

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

[notice] A new release of pip is available: 24.2 -> 24.3.1
[notice] To update, run: python.exe -m pip install --upgrade pip
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

Environment:

Python version: 3.13.0
pip version: 24.2
OS: Windows 11