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tensorflow=2.10.0 to 2.11.1 are incompatible with latest keras-tuner=1.3.4 (python 3.10) [protobuf version limit]

Solution to issue cannot be found in the documentation.

  • I checked the documentation.

Issue

Hello,
I tried to install keras-tuner=1.3.4 with tensorflow=2.10 to tensorflow=2.11.1 in linux-64 with python=3.10.
They are incompatible and the order of installation does not no matter.
tensorflow=2.9.1 works with python=3.10.8

install commands:

mamba install tensorflow=2.9.1 keras-tuner=1.3.4 -c conda-forge (python=3.10.8)

mamba install tensorflow=2.10 keras-tuner=1.3.4 -c conda-forge
mamba install tensorflow=2.11.0 keras-tuner=1.3.4 -c conda-forge
mamba install tensorflow=2.11.1 keras-tuner=1.3.4 -c conda-forge

Error outputs:

└─ tensorflow 2.10**  is installable with the potential options
   ├─ tensorflow 2.10.0 would require
   │  └─ tensorflow-base 2.10.0 cpu_py310hc537a0e_0, which requires
   │     └─ libprotobuf >=3.21.6,<3.22.0a0 , which conflicts with any installable versions previously reported;
└─ tensorflow 2.11.0**  is installable with the potential options
   ├─ tensorflow 2.11.0 would require
   │  └─ tensorflow-base [2.11.0 cpu_py310*_0|2.11.0 cuda112py310*_0], which requires
   │     └─ libprotobuf >=3.21.11,<3.22.0a0 , which conflicts with any installable versions previously reported;

└─ tensorflow 2.11.1**  is installable with the potential options
   ├─ tensorflow 2.11.1 would require
   │  └─ tensorflow-base [2.11.1 cpu_py310h335d60c_0|2.11.1 cuda112py310h4c92a00_0], which requires
   │     └─ libprotobuf >=3.21.12,<3.22.0a0 , which conflicts with any installable versions previously reported;


keras-tuner=1.3.4 on python 3.10 requires protobuf=3.20.3 which requiers libprotobuf=3.20.3. They are all available on conda-forge.

Installed packages

# packages in environment at /home/me/software/mambaforge/envs/img:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
bzip2                     1.0.8                h7f98852_4    conda-forge
ca-certificates           2022.12.7            ha878542_0    conda-forge
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
libffi                    3.4.2                h7f98852_5    conda-forge
libgcc-ng                 12.2.0              h65d4601_19    conda-forge
libgomp                   12.2.0              h65d4601_19    conda-forge
libnsl                    2.0.0                h7f98852_0    conda-forge
libsqlite                 3.40.0               h753d276_0    conda-forge
libuuid                   2.38.1               h0b41bf4_0    conda-forge
libzlib                   1.2.13               h166bdaf_4    conda-forge
ncurses                   6.3                  h27087fc_1    conda-forge
openssl                   3.1.0                h0b41bf4_0    conda-forge
pip                       23.0.1             pyhd8ed1ab_0    conda-forge
python                    3.10.10         he550d4f_0_cpython    conda-forge
readline                  8.2                  h8228510_1    conda-forge
setuptools                67.6.1             pyhd8ed1ab_0    conda-forge
tk                        8.6.12               h27826a3_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge

Environment info

active environment : img
    active env location : /home/me/software/mambaforge/envs/img
            shell level : 10
       user config file : /home/me/.condarc
 populated config files : /home/me/software/mambaforge/.condarc
                          /home/me/.condarc
          conda version : 23.3.1
    conda-build version : not installed
         python version : 3.10.10.final.0
       virtual packages : __archspec=1=x86_64
                          __cuda=12.1=0
                          __glibc=2.37=0
                          __linux=5.15.90.1=0
                          __unix=0=0
       base environment : /home/me/software/mambaforge  (writable)
      conda av data dir : /home/me/software/mambaforge/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/linux-64
                          https://conda.anaconda.org/conda-forge/noarch
          package cache : /home/me/software/mambaforge/pkgs
                          /home/me/.conda/pkgs
       envs directories : /home/me/software/mambaforge/envs
                          /home/me/.conda/envs
               platform : linux-64
             user-agent : conda/23.3.1 requests/2.28.2 CPython/3.10.10 Linux/5.15.90.1-microsoft-standard-WSL2 opensuse-tumbleweed/20230407 glibc/2.37
                UID:GID : 1000:1000
             netrc file : None
           offline mode : False

keras-tuner 1.3.5 only claims compatibility with python >=3.8

Solution to issue cannot be found in the documentation.

  • I checked the documentation.

Issue

The conda-forge packages for keras-tuner v1.3.5 show python >=3.7 as dependencies. However, according to the keras-tuner README, v1.3.5 of keras-tuner claims to need python >=3.8.

Installed packages

N/A

Environment info

N/A

Update dependency and add `pip check`

Solution to issue cannot be found in the documentation.

  • I checked the documentation.

Issue

Some of the dependencies of https://github.com/keras-team/keras-tuner/blob/master/setup.py are currently outdated in the currently used recipe.

Installed packages

# packages in environment at /Users/user/.pyenv/versions/miniconda3-latest/envs/feedstock:
#
# Name                    Version                   Build  Channel
beautifulsoup4            4.11.1             pyha770c72_0    conda-forge
brotlipy                  0.7.0           py310h8e9501a_1005    conda-forge
bzip2                     1.0.8                h3422bc3_4    conda-forge
ca-certificates           2022.12.7            h4653dfc_0    conda-forge
cctools                   973.0.1             hcbb26d4_11    conda-forge
cctools_osx-arm64         973.0.1             hef52d2f_11    conda-forge
certifi                   2022.12.7          pyhd8ed1ab_0    conda-forge
cffi                      1.15.1          py310h2399d43_3    conda-forge
chardet                   5.1.0           py310hbe9552e_0    conda-forge
charset-normalizer        2.1.1              pyhd8ed1ab_0    conda-forge
colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
conda                     22.11.1         py310hbe9552e_1    conda-forge
conda-build               3.23.3          py310hbe9552e_1    conda-forge
conda-package-handling    2.0.2              pyh38be061_0    conda-forge
conda-package-streaming   0.7.0              pyhd8ed1ab_1    conda-forge
cryptography              38.0.4          py310hfc83b78_0    conda-forge
filelock                  3.9.0              pyhd8ed1ab_0    conda-forge
glob2                     0.7                        py_0    conda-forge
icu                       70.1                 h6b3803e_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
ld64                      609                 h619f069_11    conda-forge
ld64_osx-arm64            609                 h7167370_11    conda-forge
libarchive                3.6.2                h83f22c9_0    conda-forge
libcxx                    14.0.6               h2692d47_0    conda-forge
libffi                    3.4.2                h3422bc3_5    conda-forge
libiconv                  1.17                 he4db4b2_0    conda-forge
liblief                   0.12.3               hb7217d7_0    conda-forge
libllvm14                 14.0.6               hf6e71e7_1    conda-forge
libsqlite                 3.40.0               h76d750c_0    conda-forge
libxml2                   2.10.3               h87b0503_0    conda-forge
libzlib                   1.2.13               h03a7124_4    conda-forge
lz4-c                     1.9.3                hbdafb3b_1    conda-forge
lzo                       2.10              h642e427_1000    conda-forge
markupsafe                2.1.1           py310h8e9501a_2    conda-forge
ncurses                   6.3                  h07bb92c_1    conda-forge
openssl                   3.0.7                h03a7124_2    conda-forge
patch                     2.7.6             h27ca646_1002    conda-forge
pip                       22.3.1             pyhd8ed1ab_0    conda-forge
pkginfo                   1.9.2              pyhd8ed1ab_0    conda-forge
pluggy                    1.0.0              pyhd8ed1ab_5    conda-forge
psutil                    5.9.4           py310h8e9501a_0    conda-forge
py-lief                   0.12.3          py310h0f1eb42_0    conda-forge
pycosat                   0.6.4           py310h8e9501a_1    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pyopenssl                 22.1.0             pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
python                    3.10.8          h3ba56d0_0_cpython    conda-forge
python-libarchive-c       4.0             py310hbe9552e_2    conda-forge
python_abi                3.10                    3_cp310    conda-forge
pytz                      2022.7             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0             py310h8e9501a_5    conda-forge
readline                  8.1.2                h46ed386_0    conda-forge
requests                  2.28.1             pyhd8ed1ab_1    conda-forge
ripgrep                   13.0.0               h65448a5_2    conda-forge
ruamel.yaml               0.17.21         py310h8e9501a_2    conda-forge
ruamel.yaml.clib          0.2.7           py310h8e9501a_1    conda-forge
setuptools                65.6.3             pyhd8ed1ab_0    conda-forge
sigtool                   0.1.3                h44b9a77_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
tapi                      1100.0.11            he4954df_0    conda-forge
tk                        8.6.12               he1e0b03_0    conda-forge
toml                      0.10.2             pyhd8ed1ab_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tqdm                      4.64.1             pyhd8ed1ab_0    conda-forge
tzdata                    2022g                h191b570_0    conda-forge
urllib3                   1.26.13            pyhd8ed1ab_0    conda-forge
wheel                     0.38.4             pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h57fd34a_0    conda-forge
yaml                      0.2.5                h3422bc3_2    conda-forge
zstandard                 0.19.0          py310had9512b_1    conda-forge
zstd                      1.5.2                h8128057_4    conda-forge

Environment info

active environment : feedstock
    active env location : /Users/user/.pyenv/versions/miniconda3-latest/envs/feedstock
            shell level : 1
       user config file : /Users/user/.condarc
 populated config files : /Users/user/.condarc
          conda version : 4.12.0
    conda-build version : not installed
         python version : 3.9.15.final.0
       virtual packages : __osx=13.1=0
                          __unix=0=0
                          __archspec=1=arm64
       base environment : /Users/user/.pyenv/versions/miniconda3-latest  (writable)
      conda av data dir : /Users/user/.pyenv/versions/miniconda3-latest/etc/conda
  conda av metadata url : None
           channel URLs : https://conda.anaconda.org/conda-forge/osx-arm64
                          https://conda.anaconda.org/conda-forge/noarch
                          https://repo.anaconda.com/pkgs/main/osx-arm64
                          https://repo.anaconda.com/pkgs/main/noarch
                          https://repo.anaconda.com/pkgs/r/osx-arm64
                          https://repo.anaconda.com/pkgs/r/noarch
          package cache : /Users/user/.pyenv/versions/miniconda3-latest/pkgs
                          /Users/user/.conda/pkgs
       envs directories : /Users/user/.pyenv/versions/miniconda3-latest/envs
                          /Users/user/.conda/envs
               platform : osx-arm64
             user-agent : conda/4.12.0 requests/2.28.1 CPython/3.9.15 Darwin/22.2.0 OSX/13.1
                UID:GID : 502:20
             netrc file : None
           offline mode : False

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