Whenever I try to run the command to install tensorflow it shows the error of failed to build wheels for wrapt. I have a conda-forge channel added recently but since then not able to update conda or work with tensorflow. Tensorflow is installed using conda but the module does not get imported. (https://i.stack.imgur.com/yheLF.png)
$ pip install tensorflow
Requirement already satisfied: tensorflow in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (2.12.0)
Requirement already satisfied: absl-py>=1.0.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (1.4.0)
Requirement already satisfied: astunparse>=1.6.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (1.6.3)
Requirement already satisfied: flatbuffers>=2.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (23.5.26)
Requirement already satisfied: gast<=0.4.0,>=0.2.1 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (0.4.0)
Requirement already satisfied: google-pasta>=0.1.1 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (0.2.0)
Requirement already satisfied: h5py>=2.9.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (3.9.0)
Requirement already satisfied: jax>=0.3.15 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (0.4.13)
Requirement already satisfied: libclang>=13.0.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (16.0.0)
Requirement already satisfied: numpy<1.24,>=1.22 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (1.23.5)
Requirement already satisfied: opt-einsum>=2.3.2 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (3.3.0)
Requirement already satisfied: packaging in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (23.1)
Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (3.20.3)
Requirement already satisfied: setuptools in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (68.0.0)
Requirement already satisfied: six>=1.12.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (1.16.0)
Requirement already satisfied: termcolor>=1.1.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (2.3.0)
Requirement already satisfied: typing-extensions>=3.6.6 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (4.6.3)
Collecting wrapt<1.15,>=1.11.0 (from tensorflow)
Using cached wrapt-1.14.1.tar.gz (50 kB)
Preparing metadata (setup.py) ... done
Requirement already satisfied: grpcio<2.0,>=1.24.3 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (1.56.0)
Requirement already satisfied: tensorboard<2.13,>=2.12 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (2.12.3)
Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (2.12.0)
Requirement already satisfied: keras<2.13,>=2.12.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorflow) (2.12.0)
Requirement already satisfied: wheel<1.0,>=0.23.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from astunparse>=1.6.0->tensorflow) (0.35.1)
Requirement already satisfied: ml-dtypes>=0.1.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from jax>=0.3.15->tensorflow) (0.2.0)
Requirement already satisfied: scipy>=1.7 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from jax>=0.3.15->tensorflow) (1.10.1)
Requirement already satisfied: google-auth<3,>=1.6.3 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.20.0)
Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (1.0.0)
Requirement already satisfied: markdown>=2.6.8 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.4.3)
Requirement already satisfied: requests<3,>=2.21.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.31.0)
Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (0.7.1)
Requirement already satisfied: werkzeug>=1.0.1 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.3.6)
Requirement already satisfied: cachetools<6.0,>=2.0.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (5.3.0)
Requirement already satisfied: pyasn1-modules>=0.2.1 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.2.8)
Requirement already satisfied: rsa<5,>=3.1.4 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (4.9)
Requirement already satisfied: urllib3<2.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (1.26.16)
Requirement already satisfied: requests-oauthlib>=0.7.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (1.3.1)
Requirement already satisfied: charset-normalizer<4,>=2 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.1.0)
Requirement already satisfied: idna<4,>=2.5 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.4)
Requirement already satisfied: certifi>=2017.4.17 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2023.5.7)
Requirement already satisfied: MarkupSafe>=2.1.1 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from werkzeug>=1.0.1->tensorboard<2.13,>=2.12->tensorflow) (2.1.3)
Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.4.8)
Requirement already satisfied: oauthlib>=3.0.0 in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
Building wheels for collected packages: wrapt
Building wheel for wrapt (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [121 lines of output]
/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/config/setupcfg.py:293: _DeprecatedConfig: Deprecated config in `setup.cfg`
!!
********************************************************************************
The license_file parameter is deprecated, use license_files instead.
By 2023-Oct-30, you need to update your project and remove deprecated calls
or your builds will no longer be supported.
See https://setuptools.pypa.io/en/latest/userguide/declarative_config.html for details.
********************************************************************************
!!
parsed = self.parsers.get(option_name, lambda x: x)(value)
/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.
!!
********************************************************************************
Requirements should be satisfied by a PEP 517 installer.
If you are using pip, you can try `pip install --use-pep517`.
********************************************************************************
!!
dist.fetch_build_eggs(dist.setup_requires)
/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/config/setupcfg.py:293: _DeprecatedConfig: Deprecated config in `setup.cfg`
!!
********************************************************************************
The license_file parameter is deprecated, use license_files instead.
By 2023-Oct-30, you need to update your project and remove deprecated calls
or your builds will no longer be supported.
See https://setuptools.pypa.io/en/latest/userguide/declarative_config.html for details.
********************************************************************************
!!
parsed = self.parsers.get(option_name, lambda x: x)(value)
running bdist_wheel
running build
running build_py
creating build
creating build/lib.macosx-11.0-arm64-cpython-311
creating build/lib.macosx-11.0-arm64-cpython-311/wrapt
copying src/wrapt/importer.py -> build/lib.macosx-11.0-arm64-cpython-311/wrapt
copying src/wrapt/arguments.py -> build/lib.macosx-11.0-arm64-cpython-311/wrapt
copying src/wrapt/__init__.py -> build/lib.macosx-11.0-arm64-cpython-311/wrapt
copying src/wrapt/wrappers.py -> build/lib.macosx-11.0-arm64-cpython-311/wrapt
copying src/wrapt/decorators.py -> build/lib.macosx-11.0-arm64-cpython-311/wrapt
running build_ext
building 'wrapt._wrappers' extension
creating build/temp.macosx-11.0-arm64-cpython-311
creating build/temp.macosx-11.0-arm64-cpython-311/src
creating build/temp.macosx-11.0-arm64-cpython-311/src/wrapt
clang -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /Users/jn/miniforge3/envs/tf_env/include -arch arm64 -fPIC -O2 -isystem /Users/jn/miniforge3/envs/tf_env/include -arch arm64 -I/Users/jn/miniforge3/envs/tf_env/include/python3.11 -c src/wrapt/_wrappers.c -o build/temp.macosx-11.0-arm64-cpython-311/src/wrapt/_wrappers.o
src/wrapt/_wrappers.c:2550:15: warning: unused variable 'object' [-Wunused-variable]
PyObject *object = NULL;
^
1 warning generated.
clang -bundle -undefined dynamic_lookup -Wl,-rpath,/Users/jn/miniforge3/envs/tf_env/lib -L/Users/jn/miniforge3/envs/tf_env/lib -Wl,-rpath,/Users/jn/miniforge3/envs/tf_env/lib -L/Users/jn/miniforge3/envs/tf_env/lib build/temp.macosx-11.0-arm64-cpython-311/src/wrapt/_wrappers.o -o build/lib.macosx-11.0-arm64-cpython-311/wrapt/_wrappers.cpython-311-darwin.so
/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
installing to build/bdist.macosx-11.0-arm64/wheel
running install
running install_lib
creating build/bdist.macosx-11.0-arm64
creating build/bdist.macosx-11.0-arm64/wheel
creating build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/importer.py -> build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/arguments.py -> build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/__init__.py -> build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/wrappers.py -> build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/_wrappers.cpython-311-darwin.so -> build/bdist.macosx-11.0-arm64/wheel/wrapt
copying build/lib.macosx-11.0-arm64-cpython-311/wrapt/decorators.py -> build/bdist.macosx-11.0-arm64/wheel/wrapt
running install_egg_info
running egg_info
writing src/wrapt.egg-info/PKG-INFO
writing dependency_links to src/wrapt.egg-info/dependency_links.txt
writing top-level names to src/wrapt.egg-info/top_level.txt
reading manifest file 'src/wrapt.egg-info/SOURCES.txt'
reading manifest template 'MANIFEST.in'
adding license file 'LICENSE'
writing manifest file 'src/wrapt.egg-info/SOURCES.txt'
Copying src/wrapt.egg-info to build/bdist.macosx-11.0-arm64/wheel/wrapt-1.14.1-py3.11.egg-info
running install_scripts
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/private/var/folders/lv/fz1rsj1549g05hf9dw1y2__c0000gn/T/pip-install-xb958no6/wrapt_83f7308589b94a8eb91585c936172497/setup.py", line 41, in <module>
setuptools.setup(
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/__init__.py", line 107, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/dist.py", line 1234, in run_command
super().run_command(command)
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/wheel/bdist_wheel.py", line 328, in run
impl_tag, abi_tag, plat_tag = self.get_tag()
^^^^^^^^^^^^^^
File "/Users/jn/miniforge3/envs/tf_env/lib/python3.11/site-packages/wheel/bdist_wheel.py", line 278, in get_tag
assert tag in supported_tags, "would build wheel with unsupported tag {}".format(tag)
AssertionError: would build wheel with unsupported tag ('cp311', 'cp311', 'macosx_11_0_arm64')
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for wrapt
Running setup.py clean for wrapt
Failed to build wrapt
ERROR: Could not build wheels for wrapt, which is required to install pyproject.toml-based projects```
Expected: latest version of tensorflow to install
Error: failing to build warpt
I've tried installing wheel and wrapt using pip after goiing through some solutions but still the build is failed for wrapt when installing tensorflow.
$ pip install wheel
Requirement already satisfied: wheel in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (0.35.1)
pip install wrapt
Requirement already satisfied: wrapt in ./miniforge3/envs/tf_env/lib/python3.11/site-packages (1.15.0)
System: MAC Air M1 macOS Ventura: 13.4.1 (22F82)
which python
/Users/jn/miniforge3/envs/tf_env/bin/python
python --version
Python 3.11.0
I tried to remove conda-forge conda config --remove channels conda-forge and then install tensorflow after reading some threads but conda-forge still shows up in the channel.
conda config --show channels
channels:
- defaults
- conda-forge
❯ conda config --remove channels conda-forge
CondaKeyError: 'channels': 'conda-forge' is not in the 'channels' key of the config file
I have tried setting the channels priority to flexible after reading- but to no avail.
When I search tensorflow using conda:
conda search tensorflow
Loading channels: done
# Name Version Build Channel
tensorflow 2.4.0 py38h150bfb4_0 conda-forge
tensorflow 2.4.1 py38h150bfb4_0 conda-forge
tensorflow 2.4.1 py39hdf13c20_0 conda-forge
tensorflow 2.4.3 py38h150bfb4_0 conda-forge
tensorflow 2.4.3 py39hdf13c20_0 conda-forge
tensorflow 2.6.0 py38h150bfb4_0 conda-forge
tensorflow 2.6.0 py38h44df477_1 conda-forge
tensorflow 2.6.0 py39hb1906d9_1 conda-forge
tensorflow 2.6.0 py39hdf13c20_0 conda-forge
tensorflow 2.6.2 cpu_py38h4dea37b_0 conda-forge
tensorflow 2.6.2 cpu_py38h4dea37b_2 conda-forge
tensorflow 2.6.2 cpu_py39h91c69d6_0 conda-forge
tensorflow 2.6.2 cpu_py39h91c69d6_2 conda-forge
tensorflow 2.7.0 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.7.0 cpu_py38h4487131_0 conda-forge
tensorflow 2.7.0 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.7.1 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.7.1 cpu_py38h4487131_0 conda-forge
tensorflow 2.7.1 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.8.0 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.8.0 cpu_py38h4487131_0 conda-forge
tensorflow 2.8.0 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.8.1 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.8.1 cpu_py38h4487131_0 conda-forge
tensorflow 2.8.1 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.9.1 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.9.1 cpu_py38h4487131_0 conda-forge
tensorflow 2.9.1 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.10.0 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.10.0 cpu_py38h4487131_0 conda-forge
tensorflow 2.10.0 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.10.0 eigen_py310he68639e_0 pkgs/main
tensorflow 2.10.0 eigen_py38hd746a99_0 pkgs/main
tensorflow 2.10.0 eigen_py39h0cb48d0_0 pkgs/main
tensorflow 2.11.0 cpu_py310h6ecea76_0 conda-forge
tensorflow 2.11.0 cpu_py310ha244a38_1 conda-forge
tensorflow 2.11.0 cpu_py38h4487131_0 conda-forge
tensorflow 2.11.0 cpu_py38h970ee7d_1 conda-forge
tensorflow 2.11.0 cpu_py39h2839aeb_0 conda-forge
tensorflow 2.11.0 cpu_py39h6861412_1 conda-forge
tensorflow 2.11.0 eigen_py310h6363ca7_0 pkgs/main
tensorflow 2.11.0 eigen_py38h9a6d513_0 pkgs/main
tensorflow 2.11.0 eigen_py39h384437f_0 pkgs/main
tensorflow 2.11.1 cpu_py310ha244a38_0 conda-forge
tensorflow 2.11.1 cpu_py38h970ee7d_0 conda-forge
tensorflow 2.11.1 cpu_py39h6861412_0 conda-forge
tensorflow 2.12.0 eigen_py310h205ab9b_0 pkgs/main
tensorflow 2.12.0 eigen_py311h689d69b_0 pkgs/main
tensorflow 2.12.0 eigen_py38h4f56085_0 pkgs/main
tensorflow 2.12.0 eigen_py39h767e93f_0 pkgs/main
These are the tensorflow versions in my system Still the same problem that module does not import.
Is adding conda-forge as a channel creating this problem or there is some other issue related to conda? Tensorflow was working fine previously. The issue has arised since using conda-forge. If anyone has got any solutions please help and let me know if any further details are required.
