Issues with following steps for AVES and fairseq installation #6
Description
Hello,
I am trying to follow the steps for installing AVES onto my computer using the anaconda prompt following the steps given on the GitHub page, but keep encountering issues with installing fairseq.
Using pip install fairseq I get an error I think relating to hydra-core (although this wasn't in my aves_env conda environment.
I have also tried just downloading the fairseq code into the same directory, but I keep encountering issues with subpackages not being recognised. Looking at recent issue posts fairseq appears to be very sensitive to versions of its dependencies.
Has anyone had any similar issues? Any advice would greatly be appreciated. And apologies for my naivety, I am new to using machine learning packages like this.
Kind regards,
Jonathan
pip install fairseq error:
(aves_env) C:\Users\jgc60>pip install fairseq
Collecting fairseq
Using cached fairseq-0.12.2.tar.gz (9.6 MB)
Installing build dependencies ... done
Getting requirements to build wheel ... done
Installing backend dependencies ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: cffi in c:\users\jgc60\appdata\local\anaconda3\envs\aves_env\lib\site-packages (from fairseq) (1.17.0)
Collecting cython (from fairseq)
Using cached Cython-3.0.11-cp38-cp38-win_amd64.whl.metadata (3.2 kB)
Collecting hydra-core<1.1,>=1.0.7 (from fairseq)
Using cached hydra_core-1.0.7-py3-none-any.whl.metadata (3.7 kB)
Collecting omegaconf<2.1 (from fairseq)
Using cached omegaconf-2.0.6-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.6 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/d0/eb/9d63ce09dd8aa85767c65668d5414958ea29648a0eec80a4a7d311ec2684/omegaconf-2.0.6-py3-none-any.whl (from fairseq) has invalid metadata: .* suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.5-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.5 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/e5/f6/043b6d255dd6fbf2025110cea35b87f4c5100a181681d8eab496269f0d5b/omegaconf-2.0.5-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.4-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.4 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/92/b1/4f3023143436f12c98bab53f0b3db617bd18a7d223627d5030e13a7b4fc2/omegaconf-2.0.4-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.3-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.3 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/29/08/a88210c2c1aa0a3f65f05d8a6c98939ccb84b6fb982aa6567dec4e6773f9/omegaconf-2.0.3-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.2-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.2 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/72/fe/f8d162aa059fb4f327fd75144dd69aa7e8acbb6d8d37013e4638c8490e0b/omegaconf-2.0.2-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.1-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.1 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/86/ec/605805e60abdb025b06664d107335031bb8ebdc52e0a90bdbad6a7130279/omegaconf-2.0.1-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.0-py3-none-any.whl.metadata (3.5 kB)
Collecting regex (from fairseq)
Using cached regex-2024.11.6-cp38-cp38-win_amd64.whl.metadata (41 kB)
Collecting sacrebleu>=1.4.12 (from fairseq)
Using cached sacrebleu-2.5.1-py3-none-any.whl.metadata (51 kB)
Requirement already satisfied: torch in c:\users\jgc60\appdata\local\anaconda3\envs\aves_env\lib\site-packages (from fairseq) (2.4.1)
Collecting tqdm (from fairseq)
Using cached tqdm-4.67.1-py3-none-any.whl.metadata (57 kB)
Collecting bitarray (from fairseq)
Using cached bitarray-3.0.0-cp38-cp38-win_amd64.whl.metadata (33 kB)
Requirement already satisfied: torchaudio>=0.8.0 in c:\users\jgc60\appdata\local\anaconda3\envs\aves_env\lib\site-packages (from fairseq) (2.4.1)
Requirement already satisfied: numpy in c:\users\jgc60\appdata\local\anaconda3\envs\aves_env\lib\site-packages (from fairseq) (1.24.4)
Collecting omegaconf<2.1 (from fairseq)
Using cached omegaconf-2.0.6-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.6 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/d0/eb/9d63ce09dd8aa85767c65668d5414958ea29648a0eec80a4a7d311ec2684/omegaconf-2.0.6-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.)
~~~~~~^
Please use pip<24.1 if you need to use this version.
Using cached omegaconf-2.0.5-py3-none-any.whl.metadata (3.0 kB)
WARNING: Ignoring version 2.0.5 of omegaconf since it has invalid metadata:
Requested omegaconf<2.1 from https://files.pythonhosted.org/packages/e5/f6/043b6d255dd6fbf2025110cea35b87f4c5100a181681d8eab496269f0d5b/omegaconf-2.0.5-py3-none-any.whl (from fairseq) has invalid metadata: . suffix can only be used with == or != operators
PyYAML (>=5.1.*)
~~~~~~^
Please use pip<24.1 if you need to use this version.
INFO: pip is looking at multiple versions of hydra-core to determine which version is compatible with other requirements. This could take a while.
Collecting fairseq
Using cached fairseq-0.12.1.tar.gz (9.6 MB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
error: subprocess-exited-with-error
× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> [16 lines of output]
Traceback (most recent call last):
File "C:\Users\jgc60\AppData\Local\anaconda3\envs\aves_env\lib\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 353, in
main()
File "C:\Users\jgc60\AppData\Local\anaconda3\envs\aves_env\lib\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "C:\Users\jgc60\AppData\Local\anaconda3\envs\aves_env\lib\site-packages\pip_vendor\pyproject_hooks_in_process_in_process.py", line 118, in get_requires_for_build_wheel
return hook(config_settings)
File "C:\Users\jgc60\AppData\Local\Temp\pip-build-env-j3y7lgl0\overlay\Lib\site-packages\setuptools\build_meta.py", line 333, in get_requires_for_build_wheel
return self._get_build_requires(config_settings, requirements=[])
File "C:\Users\jgc60\AppData\Local\Temp\pip-build-env-j3y7lgl0\overlay\Lib\site-packages\setuptools\build_meta.py", line 303, in _get_build_requires
self.run_setup()
File "C:\Users\jgc60\AppData\Local\Temp\pip-build-env-j3y7lgl0\overlay\Lib\site-packages\setuptools\build_meta.py", line 319, in run_setup
exec(code, locals())
File "", line 27, in
File "", line 18, in write_version_py
FileNotFoundError: [Errno 2] No such file or directory: 'fairseq\version.txt'
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error
× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.
note: This error originates from a subprocess, and is likely not a problem with pip.