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Add V2 code. #10
Add V2 code. #10
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Also addresses #9. |
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LGTM
@ksbeattie Can you merge? |
@@ -0,0 +1,168 @@ | |||
name: ccsi_release |
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name: ccsi_release | |
name: ccsi-mgn-v2 |
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I've tried creating the environment using the environment.yml
file in this PR, and I encountered an error related to the versions tags used for some of the torch
subpackages. However, even after removing the +...
portion of the tags, the installation is still failing:
Installing pip dependencies: ...working... Ran pip subprocess with arguments:
['/opt/conda/envs/ccsi-mgn-v2/bin/python', '-m', 'pip', 'install', '-U', '-r', '/home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt']
Pip subprocess output:
Collecting charset-normalizer==3.2.0 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 1))
Obtaining dependency information for charset-normalizer==3.2.0 from https://files.pythonhosted.org/packages/a4/65/057bf29660aae6ade0816457f8db4e749e5c0bfa2366eb5f67db9912fa4c/charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata
Using cached charset_normalizer-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (31 kB)
Collecting cmake==3.27.4.1 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 2))
Obtaining dependency information for cmake==3.27.4.1 from https://files.pythonhosted.org/packages/94/87/68536d2dde5acec492742c63bb71f43534eb7d3d83122cce3067c4abca2b/cmake-3.27.4.1-py2.py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata
Using cached cmake-3.27.4.1-py2.py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (6.7 kB)
Collecting filelock==3.12.3 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 3))
Obtaining dependency information for filelock==3.12.3 from https://files.pythonhosted.org/packages/52/90/45223db4e1df30ff14e8aebf9a1bf0222da2e7b49e53692c968f36817812/filelock-3.12.3-py3-none-any.whl.metadata
Using cached filelock-3.12.3-py3-none-any.whl.metadata (2.7 kB)
Collecting jinja2==3.1.2 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 4))
Using cached Jinja2-3.1.2-py3-none-any.whl (133 kB)
Collecting joblib==1.3.2 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 5))
Obtaining dependency information for joblib==1.3.2 from https://files.pythonhosted.org/packages/10/40/d551139c85db202f1f384ba8bcf96aca2f329440a844f924c8a0040b6d02/joblib-1.3.2-py3-none-any.whl.metadata
Using cached joblib-1.3.2-py3-none-any.whl.metadata (5.4 kB)
Collecting lit==16.0.6 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 6))
Using cached lit-16.0.6.tar.gz (153 kB)
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Installing backend dependencies: started
Installing backend dependencies: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting markupsafe==2.1.3 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 7))
Obtaining dependency information for markupsafe==2.1.3 from https://files.pythonhosted.org/packages/12/b3/d9ed2c0971e1435b8a62354b18d3060b66c8cb1d368399ec0b9baa7c0ee5/MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata
Using cached MarkupSafe-2.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.0 kB)
Collecting mpmath==1.3.0 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 8))
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Collecting psutil==5.9.5 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 9))
Using cached psutil-5.9.5-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (282 kB)
Collecting pyparsing==3.1.1 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 10))
Obtaining dependency information for pyparsing==3.1.1 from https://files.pythonhosted.org/packages/39/92/8486ede85fcc088f1b3dba4ce92dd29d126fd96b0008ea213167940a2475/pyparsing-3.1.1-py3-none-any.whl.metadata
Using cached pyparsing-3.1.1-py3-none-any.whl.metadata (5.1 kB)
Requirement already satisfied: pyqt5-sip==12.11.0 in /opt/conda/envs/ccsi-mgn-v2/lib/python3.10/site-packages/PyQt5_sip-12.11.0-py3.10-linux-x86_64.egg (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 11)) (12.11.0)
Collecting python-louvain==0.16 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 12))
Using cached python-louvain-0.16.tar.gz (204 kB)
Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'done'
Collecting scikit-learn==1.3.0 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 13))
Obtaining dependency information for scikit-learn==1.3.0 from https://files.pythonhosted.org/packages/5c/e9/ee572691a3fb05555bcde41826faad29ae4bc1fb07982e7f53d54a176879/scikit_learn-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata
Using cached scikit_learn-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (11 kB)
Collecting scipy==1.11.2 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 14))
Obtaining dependency information for scipy==1.11.2 from https://files.pythonhosted.org/packages/a8/cc/c36f3439f5d47c3b13833ce6687b43a040cc7638c502ac46b41e2d4f3d6f/scipy-1.11.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata
Using cached scipy-1.11.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (59 kB)
Collecting sympy==1.12 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 15))
Using cached sympy-1.12-py3-none-any.whl (5.7 MB)
Collecting threadpoolctl==3.2.0 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 16))
Obtaining dependency information for threadpoolctl==3.2.0 from https://files.pythonhosted.org/packages/81/12/fd4dea011af9d69e1cad05c75f3f7202cdcbeac9b712eea58ca779a72865/threadpoolctl-3.2.0-py3-none-any.whl.metadata
Using cached threadpoolctl-3.2.0-py3-none-any.whl.metadata (10.0 kB)
Collecting torch==2.0.1 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 17))
Downloading torch-2.0.1-cp310-cp310-manylinux1_x86_64.whl (619.9 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 619.9/619.9 MB 1.6 MB/s eta 0:00:00
Collecting torch-cluster==1.6.1 (from -r /home/ludo/lbl/ccsi/MGN/condaenv.tjpx6ooi.requirements.txt (line 18))
Downloading torch_cluster-1.6.1.tar.gz (53 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 53.8/53.8 kB 5.0 MB/s eta 0:00:00
Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'error'
Pip subprocess error:
error: subprocess-exited-with-error
× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> [6 lines of output]
Traceback (most recent call last):
File "<string>", line 2, in <module>
File "<pip-setuptools-caller>", line 34, in <module>
File "/tmp/pip-install-od6784yj/torch-cluster_b03cfecd7ea540e983026db333218c8a/setup.py", line 8, in <module>
import torch
ModuleNotFoundError: No module named 'torch'
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed
× Encountered error while generating package metadata.
╰─> See above for output.
note: This is an issue with the package mentioned above, not pip.
hint: See above for details.
failed
Traceback (most recent call last):
File "/opt/conda/lib/python3.7/site-packages/conda/exceptions.py", line 1079, in __call__
return func(*args, **kwargs)
File "/opt/conda/lib/python3.7/site-packages/conda_env/cli/main.py", line 80, in do_call
exit_code = getattr(module, func_name)(args, parser)
File "/opt/conda/lib/python3.7/site-packages/conda_env/cli/main_create.py", line 117, in execute
result[installer_type] = installer.install(prefix, pkg_specs, args, env)
File "/opt/conda/lib/python3.7/site-packages/conda_env/installers/pip.py", line 70, in install
return _pip_install_via_requirements(*args, **kwargs)
File "/opt/conda/lib/python3.7/site-packages/conda_env/installers/pip.py", line 53, in _pip_install_via_requirements
stdout, stderr = pip_subprocess(pip_cmd, prefix, cwd=pip_workdir)
File "/opt/conda/lib/python3.7/site-packages/conda_env/pip_util.py", line 41, in pip_subprocess
raise CondaEnvException("Pip failed")
conda_env.exceptions.CondaEnvException: Pip failed
Do you have more information on the Conda environment from which environment.yml
was created, such as:
- Which operating system?
- How Pytorch was installed?
- torch==2.0.1+cu117 | ||
- torch-cluster==1.6.1+pt20cu117 | ||
- torch-geometric==2.3.1 | ||
- torch-scatter==2.1.1+pt20cu117 |
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- torch==2.0.1+cu117 | |
- torch-cluster==1.6.1+pt20cu117 | |
- torch-geometric==2.3.1 | |
- torch-scatter==2.1.1+pt20cu117 | |
- torch==2.0.1 | |
- torch-cluster==1.6.1 | |
- torch-geometric==2.3.1 | |
- torch-scatter==2.1.1 |
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It looks like this issue has to do with torch-cluster
expecting an existing installation of torch
. This means we won't be able to use a environment .yml file for installing torch-cluster
.
I'll be adding a subsection in the repo's root README.md that will provide new installation instructions. (manual pip/conda installs, post-installation of torch)
…ls.data_utils add_edges_to_nodes
fixed bug in CF where incorrect parameter was being passed to GNN.uti…
@lbianchi-lbl The README has been updated with env setup instructions. We'll keep environment.yml in the repo as a reference for version numbers, but it shouldn't be used with conda create due to the dependency issue @AmarSaini mentioned. |
Summary/Motivation:
V2 of the MGN codebase.
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