"ERROR: Cannot install fairseq and fairseq==0.12.2 because these package versions have conflicting dependencies."

Beterng commented 3 months ago

🐛 Bug

ERROR: Cannot install fairseq and fairseq==0.12.2 because these package versions have conflicting dependencies.

Environment

fairseq Version (e.g., 1.0 or main): 0.12.2
PyTorch Version (e.g., 1.0): torch-2.3.1
OS (e.g., Linux): Window 11
How you installed fairseq (pip, source): using pip but complie with vscode 2022 ( CMake Tools ).
Build command you used (if compiling from source): py -3.10 -m pip install --editable ./
Python version: 3.10.3
CUDA/cuDNN version: Not install yet. Fisrt time download fairseq.
GPU models and configuration: NVIDIA GeForce RTX 3050. Drive is install (state version). Fisrt time download fairseq.
Any other relevant information: Not install yet. Fisrt time download fairseq.

i use ther command to install

git clone https://github.com/pytorch/fairseq
cd fairseq
py -3.10 -m pip install --editable ./

There is a full log

PS D:\html\AI Cover voice\fairseq> py -3.10 -m pip install ./
Processing d:\html\ai cover voice\fairseq
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: cffi in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (1.16.0)
Requirement already satisfied: cython in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (3.0.10)
Collecting hydra-core<1.1,>=1.0.7 (from fairseq==0.12.2)
  Using cached hydra_core-1.0.7-py3-none-any.whl.metadata (3.7 kB)
Collecting omegaconf<2.1 (from fairseq==0.12.2)
  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==0.12.2) 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==0.12.2) 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==0.12.2) 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==0.12.2) 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==0.12.2) 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==0.12.2) 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)
Requirement already satisfied: numpy>=1.21.3 in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (1.23.5)
Collecting regex (from fairseq==0.12.2)
  Using cached regex-2024.5.15-cp310-cp310-win_amd64.whl.metadata (41 kB)
Collecting sacrebleu>=1.4.12 (from fairseq==0.12.2)
  Using cached sacrebleu-2.4.2-py3-none-any.whl.metadata (58 kB)
Requirement already satisfied: torch>=1.13 in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (2.0.1+cu118)
Requirement already satisfied: tqdm in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (4.65.0)
Collecting bitarray (from fairseq==0.12.2)
  Using cached bitarray-2.9.2-cp310-cp310-win_amd64.whl.metadata (35 kB)
Requirement already satisfied: torchaudio>=0.8.0 in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (2.3.1+cu121)
Requirement already satisfied: scikit-learn in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (1.5.0)
Requirement already satisfied: packaging in c:\users\admin\appdata\local\programs\python\python310\lib\site-packages (from fairseq==0.12.2) (24.1)
Collecting omegaconf<2.1 (from fairseq==0.12.2)
  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==0.12.2) 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==0.12.2) 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.
ERROR: Cannot install fairseq and fairseq==0.12.2 because these package versions have conflicting dependencies.

The conflict is caused by:
    fairseq 0.12.2 depends on omegaconf<2.1
    hydra-core 1.0.7 depends on omegaconf<2.1 and >=2.0.5

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip to attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

Something went wrong when install.

Beterng commented 3 months ago

Has fix the torch issue so update the bug info

arjunbahuguna commented 3 months ago

Facing the same.

Beterng commented 3 months ago

This issue is connected with https://github.com/SociallyIneptWeeb/AICoverGen/issues/133#issue-2372232845 ploblem

Siddharth-Latthe-07 commented 3 months ago

@Beterng , the best way is, to install without version specifications, as it would by default install the latest versions of all the libraries. And if there are cases, when the package itself is not updated by the org to match the latter versions, then in that case, unfortunately, we need to install it accordingly.

Gan-Xing commented 3 months ago

I have the same problem.

Title

pip install fairseq fails due to invalid metadata for PyYAML dependency in omegaconf

Issue Description

Environment:

Ubuntu 22.04
Conda environment: streamspeech
Python 3.10
GCC version: 12.3.0

Steps to Reproduce:

Create and activate conda environment:

conda create -n streamspeech python=3.10 -y
conda activate streamspeech

Install dependencies:

conda install pytorch=2.0.1 torchvision torchaudio cudatoolkit=11.7 -c pytorch
sudo apt-get update
sudo apt-get install -y build-essential python3-dev
pip install cython numpy
pip install --upgrade pip setuptools
pip install PyYAML

Check PyYAML version:

python -c "import yaml; print(yaml.__version__)"
# Output: 6.0.1

Try to install fairseq:

pip install --editable ./ --no-build-isolation

Observed Behavior:

The installation process fails with the following errors:

WARNING: Error parsing dependencies of omegaconf: .* suffix can only be used with `==` or `!=` operators
    PyYAML (>=5.1.*)
            ~~~~~~^

ERROR: Exception:
Traceback (most recent call last):
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 3070, in _dep_map
    return self.__dep_map
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 2863, in __getattr__
    raise AttributeError(attr)
AttributeError: _DistInfoDistribution__dep_map

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/requirements.py", line 36, in __init__
    parsed = _parse_requirement(requirement_string)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_parser.py", line 62, in parse_requirement
    return _parse_requirement(Tokenizer(source, rules=DEFAULT_RULES))
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_parser.py", line 80, in _parse_requirement
    url, specifier, marker = _parse_requirement_details(tokenizer)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_parser.py", line 118, in _parse_requirement_details
    specifier = _parse_specifier(tokenizer)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_parser.py", line 214, in _parse_specifier
    parsed_specifiers = _parse_version_many(tokenizer)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_parser.py", line 229, in _parse_version_many
    tokenizer.raise_syntax_error(
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/_tokenizer.py", line 167, in raise_syntax_error
    raise ParserSyntaxError(
pip._vendor.packaging._tokenizer.ParserSyntaxError: .* suffix can only be used with `==` or `!=` operators
    PyYAML (>=5.1.*)
            ~~~~~~^

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/cli/base_command.py", line 179, in exc_logging_wrapper
    status = run_func(*args)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/cli/req_command.py", line 67, in wrapper
    return func(self, options, args)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/commands/install.py", line 377, in run
    requirement_set = resolver.resolve(
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/resolver.py", line 95, in resolve
    result = self._result = resolver.resolve(
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 546, in resolve
    state = resolution.resolve(requirements, max_rounds=max_rounds)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 427, in resolve
    failure_causes = self._attempt_to_pin_criterion(name)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/resolvelib/resolvers.py", line 239, in _attempt_to_pin_criterion
    criteria = self._get_updated_criteria(candidate)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/provider.py", line 247, in get_dependencies
    return [r for r in candidate.iter_dependencies(with_requires) if r is not None]
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/provider.py", line 247, in <listcomp>
    return [r for r in candidate.iter_dependencies(with_requires) if r is not None]
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/resolution/resolvelib/candidates.py", line 401, in iter_dependencies
    for r in self.dist.iter_dependencies():
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_internal/metadata/pkg_resources.py", line 247, in iter_dependencies
    return self._dist.requires(extras)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 2786, in requires
    dm = self._dep_map
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 3072, in _dep_map
    self.__dep_map = self._compute_dependencies()
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 3082, in _compute_dependencies
    reqs.extend(parse_requirements(req))
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/pkg_resources/__init__.py", line 3135, in __init__
    super().__init__(requirement_string)
  File "/root/exit/envs/streamspeech/lib/python3.10/site-packages/pip/_vendor/packaging/requirements.py", line 38, in __init__
    raise InvalidRequirement(str(e)) from e
pip._vendor.packaging.requirements.InvalidRequirement: .* suffix can only be used with `==` or `!=` operators
    PyYAML (>=5.1.*)
            ~~~~~~^

Expected Behavior: fairseq should be installed without errors.

Additional Information:

PyYAML version: 6.0.1
omegaconf version: 2.0.5
hydra-core version: 1.0.7
torch version: 2.3.1
pip version: 23.1

Notes:

The PyYAML dependency in omegaconf has an invalid metadata format that causes the error.
Running as root might cause permissions and conflicts, but switching to a non-root user does not resolve the dependency issues.

Steps Tried:

Upgrading/downgrading pip, setuptools, and wheel.
Installing specific versions of PyYAML and omegaconf.
Setting up a new conda environment with specific versions of dependencies.
Verifying GCC installation and setting default versions.

Request for Help: I need assistance in resolving this installation failure. Any guidance or solutions would be appreciated.

Contact Information: 599153574@qq.com

Labels

needs triage
bug

Siddharth-Latthe-07 commented 3 months ago

@Gan-Xing , The issue seems to stem from an invalid version specifier in the omegaconf package's metadata. try out these steps, and let me know if it works,

Create a patched version of omegaconf by:- Download the omegaconf source code.
```
git clone https://github.com/omry/omegaconf.git
cd omegaconf
```
edit the setup.py or setup.cfg file to correct the version specifier for PyYAML. Open the setup.cfg file (or setup.py if there is no setup.cfg) and change the PyYAML requirement from PyYAML (>=5.1.*) to PyYAML (>=5.1).

Install the above patch version before the fairseq

python setup.py sdist
pip install dist/omegaconf-<version>.tar.gz

Proceed with installing fairseq:

pip install --editable ./ --no-build-isolation

let me know, if it works

Geremia commented 2 months ago

@Siddharth-Latthe-07 I don't see PyYAML version lines in the 2 setup.* files.

Siddharth-Latthe-07 commented 2 months ago

@Geremia sorry my bad, not in setup. files in the requirements/base.txt file, Change the version specifier from PyYAML (>=5.1.) to PyYAML (>=5.1). and then proceed with above steps to install fairseq:- pip install fairseq

Geremia commented 2 months ago

@Siddharth-Latthe-07 It builds omegaconf 2.4.0.dev3, and I still get the same issue installing fairseq:

ERROR: Cannot install fairseq and fairseq==0.12.2 because these package versions have conflicting dependencies.

The conflict is caused by:
    fairseq 0.12.2 depends on omegaconf<2.1
    hydra-core 1.0.7 depends on omegaconf<2.1 and >=2.0.5

I don't know why it keeps Downloading omegaconf-2.0.5-py3-none-any.whl.metadata.

Geremia commented 2 months ago

@Siddharth-Latthe-07 I had to git checkout v2.0.6 first. That fixed the problem.

Siddharth-Latthe-07 commented 2 months ago

@Geremia so, the issue seems to have caused due version control, switching to relevant version of git helped to solve the dependency conflicts ig.

Beterng commented 2 months ago

The problem may start with the pip version. I have downgraded to ver 20 and then it works. Issue close.

roelfrenkema commented 1 month ago

Great downgraded pip to version 20 and now nothing works anymore. Everything haywire. Will rebuild the venv.

asumagic commented 3 weeks ago

The issue is not solved, downgrading the package manager is only a temporary hack. This isn't a pip bug.

Gan-Xing commented 3 weeks ago

来信已收到。谢谢。——此为自动回复。Votre courrier est bien re?0?4u,merci.//C'est une réponse automatique.Your e-mail has been received,thanks.//This is an automatic reply.

Spudra commented 2 weeks ago

I downgraded my pip to 24.0 and now the pip install --editable command ran smoothly! Somebody else mentioned downgrading to 20, but that only caused other problems for me.

WFAR0 commented 2 weeks ago

I downgraded my pip to 24.0 and now the pip install --editable command ran smoothly! Somebody else mentioned downgrading to 20, but that only caused other problems for me.

same here, pip install pip == 24 after that fairseq downloaded fine

stet-stet commented 5 days ago

Can confirm - downgrading pip from 24.2 to 24.0 solved it for me. Fresh conda venv with Python 3.10.

facebookresearch / fairseq