Incompatible problem when install libtensorflow_cc by conda

[haideeyuan]

when I using the conda install libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org cmd to install libtensorflow_cc, the output always as following.

I have searched for similar issues and I tried to set export CONDA_OVERRIDE_GLIBC="2.17" even though my glibc version is 2.31 and set export CONDA_OVERRIDE_CUDA="11.6" or export CONDA_OVERRIDE_CUDA="".

Especially, seen from the output, the required cuda version is "__cuda", which is null.

How can I install libtensorflow_cc by conda?
By the way, my python version is 3.10.4 and the conda info is:

       active environment : dpa-1
      active env location : /root/miniconda2/envs/dpa-1
              shell level : 2
         user config file : /root/.condarc
   populated config files : 
            conda version : 4.7.12
      conda-build version : not installed
           python version : 2.7.17.final.0
         virtual packages : __cuda=11.6
         base environment : /root/miniconda2  (writable)
             channel URLs : https://repo.anaconda.com/pkgs/main/linux-64
                            https://repo.anaconda.com/pkgs/main/noarch
                            https://repo.anaconda.com/pkgs/r/linux-64
                            https://repo.anaconda.com/pkgs/r/noarch
            package cache : /root/miniconda2/pkgs
                            /root/.conda/pkgs
         envs directories : /root/miniconda2/envs
                            /root/.conda/envs
                 platform : linux-64
               user-agent : conda/4.7.12 requests/2.22.0 CPython/2.7.17 Linux/3.10.0-1160.59.1.el7.x86_64 ubuntu/20.04.4 glibc/2.31
                  UID:GID : 0:0
               netrc file : None
             offline mode : False

The output of conda install libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org and set CONDA_OVERRIDE_CUDA=11.6 :

  (dpa-1) root@406837b3ed61:/# conda install libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org
  Collecting package metadata (current_repodata.json): done
  Solving environment: failed with initial frozen solve. Retrying with flexible solve.
  Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
  Collecting package metadata (repodata.json): done
  Solving environment: failed with initial frozen solve. Retrying with flexible solve.
  Solving environment: / 
  Found conflicts! Looking for incompatible packages.
  This can take several minutes.  Press CTRL-C to abort.                                                                                                                                                          failed                                                                                                                                                                                                              
  
  UnsatisfiableError: The following specifications were found to be incompatible with each other:
  
  
  
  Package sqlite conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> sqlite[version='>=3.38.3,<4.0a0']
  python=3.10.4 -> sqlite[version='>=3.38.0,<4.0a0']
  Package zlib conflicts for:
  python=3.10.4 -> zlib[version='>=1.2.11,<1.3.0a0']
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> zlib[version='>=1.2.12,<1.3.0a0']
  Package libprotobuf conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> libprotobuf[version='>=3.20.1,<3.21.0a0']
  Package abseil-cpp conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> abseil-cpp[version='>=20211102.0,<20211102.1.0a0']
  Package cudatoolkit conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> cudatoolkit[version='>=11.6,<12']
  Package xz conflicts for:
  python=3.10.4 -> xz[version='>=5.2.5,<6.0a0']
  Package intel-openmp conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> intel-openmp
  Package pip conflicts for:
  python=3.10.4 -> pip
  Package libstdcxx-ng conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> libstdcxx-ng[version='>=7.5.0']
  Package bzip2 conflicts for:
  python=3.10.4 -> bzip2[version='>=1.0.8,<2.0a0']
  Package libcurl conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> libcurl[version='>=7.82.0,<8.0a0']
  Package __glibc conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> __glibc[version='>=2.17']
  Package tzdata conflicts for:
  python=3.10.4 -> tzdata
  Package giflib conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> giflib[version='>=5.2.1,<5.3.0a0']
  Package snappy conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> snappy[version='>=1.1.9,<2.0a0']
  Package tk conflicts for:
  python=3.10.4 -> tk[version='>=8.6.11,<8.7.0a0']
  Package libpng conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> libpng[version='>=1.6.37,<1.7.0a0']
  Package icu conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> icu[version='>=68.1,<69.0a0']
  Package ncurses conflicts for:
  python=3.10.4 -> ncurses[version='>=6.3,<7.0a0']
  Package libgcc-ng conflicts for:
  python=3.10.4 -> libgcc-ng[version='>=7.5.0']
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> libgcc-ng[version='>=7.5.0']
  Package jpeg conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> jpeg[version='>=9e,<10a']
  Package libffi conflicts for:
  python=3.10.4 -> libffi[version='>=3.3,<3.4.0a0']
  Package readline conflicts for:
  python=3.10.4 -> readline[version='>=8.0,<9.0a0']
  Package nccl conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> nccl[version='>=2.12.12.1,<3.0a0']
  Package ld_impl_linux-64 conflicts for:
  python=3.10.4 -> ld_impl_linux-64
  Package libuuid conflicts for:
  python=3.10.4 -> libuuid[version='>=1.0.3,<2.0a0']
  Package openssl conflicts for:
  python=3.10.4 -> openssl[version='>=1.1.1n,<1.1.2a']
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> openssl[version='>=1.1.1o,<1.1.2a']
  Package jsoncpp conflicts for:
  libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> jsoncpp[version='>=1.9.4,<1.9.5.0a0']The following specifications were found to be incompatible with your CUDA driver:
  
    - libtensorflow_cc==2.9.0=cuda116h4bf587c_0 -> __cuda
  
  Your installed CUDA driver is: 11.6

[njzjz]

The output of conda is not clear enough. You may create a new environment to avoid conflict with the installed packages

conda create -n some_env libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org

[haideeyuan]

Really appreciate your help.
I tried to run conda create -n some_env libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org
However, I was told that glibc version is incompatible.
My glibc version is 2.31.

Does the glibc version need to be lower than 2.17 in libtensorflow_cc=2.9.0=cuda116h4bf587c_0 according to the following hints?

(base) root@406837b3ed61:/# conda create -n dp_env libtensorflow_cc=2.9.0=cuda116h4bf587c_0 -c https://conda.deepmodeling.org
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: \ 
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.                                                                                                                                                          failed

PackagesNotFoundError: The following packages are not available from current channels:

  - __glibc[version='>=2.17']

Current channels:

  - https://conda.deepmodeling.org/linux-64
  - https://conda.deepmodeling.org/noarch
  - https://repo.anaconda.com/pkgs/main/linux-64
  - https://repo.anaconda.com/pkgs/main/noarch
  - https://repo.anaconda.com/pkgs/r/linux-64
  - https://repo.anaconda.com/pkgs/r/noarch

To search for alternate channels that may provide the conda package you're
looking for, navigate to

    https://anaconda.org

and use the search bar at the top of the page.


(base) root@406837b3ed61:/# ldd --version
ldd (Ubuntu GLIBC 2.31-0ubuntu9.7) 2.31
Copyright (C) 2020 Free Software Foundation, Inc.
This is free software; see the source for copying conditions.  There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
Written by Roland McGrath and Ulrich Drepper.

In fact, I just needed to add some codes to deepmd-kit and recompile it with lammps plugin, but there are lots of troubles when building the development environment. I am working in mainland China and couldn't use bazel, so I tried to build the development environment using conda.
I would really appreciate it if you can recommend a better way to build development environments.

[njzjz]

__glibc is available in conda 4.8.0. Your version is 4.7.12.