Building wheel for dlib error

Building wheels for collected packages: dlib, cvzone, face_recognition, face-recognition-models
  Building wheel for dlib (setup.py): started
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): still running...
  Building wheel for dlib (setup.py): finished with status 'error'
  error: subprocess-exited-with-error
  
  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [261 lines of output]
      running bdist_wheel
      running build
      running build_py
      running build_ext
      Building extension for Python 3.9.18 (main, Mar 12 2024, 12:43:59)
      Invoking CMake setup: 'cmake /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/tools/python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=/tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/build/lib.linux-x86_64-cpython-39 -DPYTHON_EXECUTABLE=/home/adminuser/venv/bin/python -DCMAKE_BUILD_TYPE=Release'
      -- The C compiler identification is GNU 10.2.1
      -- The CXX compiler identification is GNU 10.2.1
      -- Detecting C compiler ABI info
      -- Detecting C compiler ABI info - done
      -- Check for working C compiler: /usr/bin/cc - skipped
      -- Detecting C compile features
      -- Detecting C compile features - done
      -- Detecting CXX compiler ABI info
      -- Detecting CXX compiler ABI info - done
      -- Check for working CXX compiler: /usr/bin/c++ - skipped
      -- Detecting CXX compile features
      -- Detecting CXX compile features - done
      -- Found PythonInterp: /home/adminuser/venv/bin/python (found version "3.9.18")
      -- Found PythonLibs: /usr/local/lib/libpython3.9.so
      -- Performing Test HAS_CPP14_FLAG
      -- Performing Test HAS_CPP14_FLAG - Success
      -- pybind11 v2.2.4
      -- Using CMake version: 3.18.4
      -- Compiling dlib version: 19.22.0
      -- SSE4 instructions can be executed by the host processor.
      -- AVX instructions can be executed by the host processor.
      -- Enabling AVX instructions
      -- Looking for pthread.h
      -- Looking for pthread.h - found
      -- Performing Test CMAKE_HAVE_LIBC_PTHREAD
      -- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Failed
      -- Looking for pthread_create in pthreads
      -- Looking for pthread_create in pthreads - not found
      -- Looking for pthread_create in pthread
      -- Looking for pthread_create in pthread - found
      -- Found Threads: TRUE
      -- Could NOT find X11 (missing: X11_X11_INCLUDE_PATH X11_X11_LIB)
       *****************************************************************************
       *** DLIB GUI SUPPORT DISABLED BECAUSE X11 DEVELOPMENT LIBRARIES NOT FOUND ***
       *** Make sure libx11-dev is installed if you want GUI support.            ***
       *** On Ubuntu run: sudo apt-get install libx11-dev                        ***
       *****************************************************************************
      -- Searching for BLAS and LAPACK
      -- Searching for BLAS and LAPACK
      -- Could NOT find PkgConfig (missing: PKG_CONFIG_EXECUTABLE)
      -- Looking for cblas_ddot
      -- Looking for cblas_ddot - not found
      -- Looking for sys/types.h
      -- Looking for sys/types.h - found
      -- Looking for stdint.h
      -- Looking for stdint.h - found
      -- Looking for stddef.h
      -- Looking for stddef.h - found
      -- Check size of void*
      -- Check size of void* - done
       *****************************************************************************
       *** No BLAS library found so using dlib's built in BLAS.  However, if you ***
       *** install an optimized BLAS such as OpenBLAS or the Intel MKL your code ***
       *** will run faster.  On Ubuntu you can install OpenBLAS by executing:    ***
       ***    sudo apt-get install libopenblas-dev liblapack-dev                 ***
       *** Or you can easily install OpenBLAS from source by downloading the     ***
       *** source tar file from http://www.openblas.net, extracting it, and      ***
       *** running:                                                              ***
       ***    make; sudo make install                                            ***
       *****************************************************************************
      CUDA_TOOLKIT_ROOT_DIR not found or specified
      -- Could NOT find CUDA (missing: CUDA_TOOLKIT_ROOT_DIR CUDA_NVCC_EXECUTABLE CUDA_INCLUDE_DIRS CUDA_CUDART_LIBRARY) (Required is at least version "7.5")
      -- Found CUDA, but CMake was unable to find the cuBLAS libraries that should be part of every basic CUDA install. Your CUDA install is somehow broken or incomplete. Since cuBLAS is required for dlib to use CUDA we won't use CUDA.
      -- DID NOT FIND CUDA
      -- Disabling CUDA support for dlib.  DLIB WILL NOT USE CUDA
      -- C++11 activated.
      -- Configuring done
      -- Generating done
      -- Build files have been written to: /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/build/temp.linux-x86_64-cpython-39
      Invoking CMake build: 'cmake --build . --config Release -- -j16'
      Scanning dependencies of target dlib
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      In file included from /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/../matrix.h:11,
                       from /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/kalman_filter.h:7,
                       from /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/kalman_filter.cpp:6:
      /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/../matrix/matrix_la.h: In function ‘long int dlib::svd4(dlib::svd_u_mode, bool, const dlib::matrix_exp<EXP>&, dlib::matrix<typename EXP::type, uM, uN, MM1, L1>&, dlib::matrix<typename EXP::type, qN, qX, MM2, L1>&, dlib::matrix<typename EXP::type, vM, vN, MM3, L1>&) [with EXP = dlib::matrix_op<dlib::op_trans<dlib::matrix_op<dlib::op_trans<dlib::matrix<double, 1, 2, dlib::memory_manager_stateless_kernel_1<char>, dlib::row_major_layout> > > > >; long int qN = 1; long int qX = 1; long int uM = 1; long int uN = 1; long int vM = 2; long int vN = 1; MM1 = dlib::memory_manager_stateless_kernel_1<char>; MM2 = dlib::memory_manager_stateless_kernel_1<char>; MM3 = dlib::memory_manager_stateless_kernel_1<char>; L1 = dlib::row_major_layout]’:
      /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/../matrix/matrix_la.h:225:32: warning: iteration 1 invokes undefined behavior [-Waggressive-loop-optimizations]
        225 |             y = abs(q(i)) + abs(e(i));
            |                             ~~~^~~~~~
      /tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/dlib/filtering/../matrix/matrix_la.h:163:20: note: within this loop
        163 |         for (i=0; i<n; i++)
            |                   ~^~
      c++: fatal error: Killed signal terminated program cc1plus
      compilation terminated.
      gmake[2]: *** [dlib_build/CMakeFiles/dlib.dir/build.make:602: dlib_build/CMakeFiles/dlib.dir/cuda/cpu_dlib.cpp.o] Error 1
      gmake[2]: *** Waiting for unfinished jobs....
      gmake[1]: *** [CMakeFiles/Makefile2:163: dlib_build/CMakeFiles/dlib.dir/all] Error 2
      gmake: *** [Makefile:103: all] Error 2
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/setup.py", line 222, in <module>
          setup(
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/__init__.py", line 103, in setup
          return distutils.core.setup(**attrs)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 185, in setup
          return run_commands(dist)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
          dist.run_commands()
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
          self.run_command(cmd)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/dist.py", line 963, in run_command
          super().run_command(command)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/home/adminuser/venv/lib/python3.9/site-packages/wheel/bdist_wheel.py", line 368, in run
          self.run_command("build")
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/dist.py", line 963, in run_command
          super().run_command(command)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/command/build.py", line 131, in run
          self.run_command(cmd_name)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/dist.py", line 963, in run_command
          super().run_command(command)
        File "/home/adminuser/venv/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/setup.py", line 134, in run
          self.build_extension(ext)
        File "/tmp/pip-install-eqdyq98k/dlib_6e44bdce0c4d4f87880ac17ffa575279/setup.py", line 174, in build_extension
          subprocess.check_call(cmake_build, cwd=build_folder)
        File "/usr/local/lib/python3.9/subprocess.py", line 373, in check_call
          raise CalledProcessError(retcode, cmd)
      subprocess.CalledProcessError: Command '['cmake', '--build', '.', '--config', 'Release', '--', '-j16']' returned non-zero exit status 2.
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for dlib
  Running setup.py clean for dlib
  Building wheel for cvzone (setup.py): started
  Building wheel for cvzone (setup.py): finished with status 'done'
  Created wheel for cvzone: filename=cvzone-1.6.1-py3-none-any.whl size=26297 sha256=4cc0195b85837dc9c98b7dd56fde0e136992c39b633f76559ccafbe298979e10
  Stored in directory: /tmp/pip-ephem-wheel-cache-tx0j3phn/wheels/fe/42/84/8292443575ee9f8b82bfa0678160feef87a598d61964a94650
  Building wheel for face_recognition (pyproject.toml): started
  Building wheel for face_recognition (pyproject.toml): finished with status 'done'
  Created wheel for face_recognition: filename=face_recognition-1.4.0-py2.py3-none-any.whl size=15671 sha256=a0d2edbbe528534d91f675a0e8687a0ee504d922cc3714141ab9ecd9e38f1f55
  Stored in directory: /tmp/pip-ephem-wheel-cache-tx0j3phn/wheels/f9/b0/9d/e4290162d99b67c94c84ddb592e8b51b9cd4c082706418a3c6
  Building wheel for face-recognition-models (setup.py): started
  Building wheel for face-recognition-models (setup.py): finished with status 'done'
  Created wheel for face-recognition-models: filename=face_recognition_models-0.3.0-py2.py3-none-any.whl size=100566165 sha256=5c768b99310d2bf87e0070f32b4db9e9c7c3af3941676db2b31fee8376d5a161
  Stored in directory: /tmp/pip-ephem-wheel-cache-tx0j3phn/wheels/22/a8/60/4a2aeb763d63f50190f4c4e07069a22245347eeafdb3a67551
Successfully built cvzone face_recognition face-recognition-models
Failed to build dlib
Installing collected packages: pytz, face-recognition-models, dlib-bin, dlib, cmake, zipp, watchdog, validators, urllib3, tzlocal, tzdata, typing-extensions, tornado, toolz, toml, tenacity, smmap, six, rpds-py, pygments, protobuf, Pillow, packaging, numpy, mdurl, MarkupSafe, idna, click, charset-normalizer, certifi, cachetools, blinker, attrs, requests, referencing, python-dateutil, pyarrow, opencv-python, markdown-it-py, jinja2, importlib-metadata, gitdb, face_recognition, rich, pydeck, pandas, jsonschema-specifications, gitpython, cvzone, jsonschema, altair, streamlit
  Attempting uninstall: pytz
    Found existing installation: pytz 2024.1
    Uninstalling pytz-2024.1:
      Successfully uninstalled pytz-2024.1
  Attempting uninstall: face-recognition-models
    Found existing installation: face_recognition_models 0.3.0
    Uninstalling face_recognition_models-0.3.0:
      Successfully uninstalled face_recognition_models-0.3.0
  Attempting uninstall: dlib-bin
    Found existing installation: dlib-bin 19.24.2
    Uninstalling dlib-bin-19.24.2:
      Successfully uninstalled dlib-bin-19.24.2
  Running setup.py install for dlib: started
  Running setup.py install for dlib: still running...

I am facing this above issue with dlib.
App -https://faceattendancekamal.streamlit.app/
GitHub- GitHub - KamaljeethAnand/FaceAttendance

Hi @KamaljeethAnand

In regards to the following lines from your error log, could you try installing the suggested dependencies:

Such Ubuntu’s dependencies can be included in the packages.txt file, namely by dropping the library names into the file:

libopenblas-dev
liblapack-dev

Hope this helps!

Thanks for the reply.
I solved the issue by changing dlib to dlib-bin in requirements.txt.
waiting for app to open finally…

[13:40:28] 🐍 Python dependencies were installed from /mount/src/faceattendance/requirements.txt using pip.
[13:40:28] 📦 Processed dependencies!
[13:40:38] 🔄 Updated app!

In case if it still doesnt open after this , Ill update the packages.txt file as you have mentioned.