While trying to install the deepchecks framework for testing my ML project using
pip install deepchecks --upgrade I got following error.

• meson setup C:UsersdevAppDataLocalTemppip-install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba C:UsersdevAppDataLocalTemppip-
  install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba.mesonpy-zwzbqwrf -Dbuildtype=release -Db_ndebug=if-release -Db_vscrt=md –native-file=C:UsersdevAppDataLocalTemppip-install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba.mesonpy-zwzbqwrfmeson-python-native-file.ini
  The Meson build system
  Version: 1.4.1
  Source dir: C:UsersdevAppDataLocalTemppip-install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba
  Build dir: C:UsersdevAppDataLocalTemppip-install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba.mesonpy-zwzbqwrf
  Build type: native build
  Project name: SciPy
  Project version: 1.9.3
  Activating VS 17.10.3
  C compiler for the host machine: cl (msvc 19.40.33811 “Microsoft (R) C/C++ Optimizing Compiler Version 19.40.33811 for x64”)
  C linker for the host machine: link link 14.40.33811.0
  C++ compiler for the host machine: cl (msvc 19.40.33811 “Microsoft (R) C/C++ Optimizing Compiler Version 19.40.33811 for x64”)
  C++ linker for the host machine: link link 14.40.33811.0
  Host machine cpu family: x86_64
  Host machine cpu: x86_64
  Compiler for C supports arguments -Wno-unused-but-set-variable: NO
  Compiler for C supports arguments -Wno-unused-but-set-variable: NO (cached)
  Compiler for C supports arguments -Wno-unused-function: NO
  Compiler for C supports arguments -Wno-conversion: NO
  Compiler for C supports arguments -Wno-misleading-indentation: NO
  Compiler for C supports arguments -Wno-incompatible-pointer-types: NO
  Library m found: NO

  ..meson.build:57:0: ERROR: Unknown compiler(s): [[‘ifort’], [‘gfortran’], [‘flang’], [‘pgfortran’], [‘g95’]]
  The following exception(s) were encountered:
  Running ifort --version gave “[WinError 2] The system cannot find the file specified”
  Running ifort -V gave “[WinError 2] The system cannot find the file specified”
  Running gfortran --version gave “[WinError 2] The system cannot find the file specified”
  Running gfortran -V gave “[WinError 2] The system cannot find the file specified”
  Running flang --version gave “[WinError 2] The system cannot find the file specified”
  Running flang -V gave “[WinError 2] The system cannot find the file specified”
  Running pgfortran --version gave “[WinError 2] The system cannot find the file specified”
  Running pgfortran -V gave “[WinError 2] The system cannot find the file specified”
  Running g95 --version gave “[WinError 2] The system cannot find the file specified”
  Running g95 -V gave “[WinError 2] The system cannot find the file specified”

  A full log can be found at C:UsersdevAppDataLocalTemppip-install-dhiqjsscipy_0749651b5b2c448299baaf506e009bba.mesonpy-zwzbqwrfmeson-logsmeson-log.txt
  [end of output]

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

However, when I tried installing deepchecks using conda
conda install -c conda-forge deepchecks
it worked like a charm.

Now, even though deepchecks is installed, certain submodules are not getting imported.
from deepchecks.suites import single_dataset_integrity works without any complain. However,
from deepchecks.tabular.suites import data_integrity throws error like
ModuleNotFoundError: No module named ‘deepchecks.tabular’