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Trusted-AI / AIX360

Interpretability and explainability of data and machine learning models
https://aix360.res.ibm.com/
Apache License 2.0
1.57k stars 305 forks source link

Package not installable from github #141

Open mmdanziger opened 2 years ago

mmdanziger commented 2 years ago

Due to a cvxpy dependency, the github master branch is not installable.

Collecting aix360
  Cloning https://github.com/Trusted-AI/AIX360 to /tmp/pip-install-i0rx4tot/aix360_909169fc027648d7ab05267eb6e0e893
  Running command git clone -q https://github.com/Trusted-AI/AIX360 /tmp/pip-install-i0rx4tot/aix360_909169fc027648d7ab05267eb6e0e893
Collecting joblib>=0.11
  Downloading joblib-1.1.0-py2.py3-none-any.whl (306 kB)
Collecting scikit-learn>=0.21.2
  Downloading scikit_learn-0.24.2-cp36-cp36m-manylinux2010_x86_64.whl (22.2 MB)
Collecting torch
  Downloading torch-1.10.1-cp36-cp36m-manylinux1_x86_64.whl (881.9 MB)
Collecting torchvision
  Downloading torchvision-0.11.2-cp36-cp36m-manylinux1_x86_64.whl (23.3 MB)
Collecting cvxpy==1.0.31
  Downloading cvxpy-1.0.31.tar.gz (947 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'
    Preparing wheel metadata: started
    Preparing wheel metadata: finished with status 'error'
    ERROR: Command errored out with exit status 1:
     command: /usr/local/bin/python /usr/local/lib/python3.6/site-packages/pip/_vendor/pep517/in_process/_in_process.py prepare_metadata_for_build_wheel /tmp/tmp_9gjdmws
         cwd: /tmp/pip-install-i0rx4tot/cvxpy_36c05306b75e4b3c9ca40aac813c18ac
    Complete output (1 lines):
    error in cvxpy setup command: use_2to3 is invalid.
    ----------------------------------------
WARNING: Discarding https://files.pythonhosted.org/packages/11/d0/d900870dc2d02ea74961b90c353666c6528a33ea61a10aa59a0d5574ae59/cvxpy-1.0.31.tar.gz#sha256=b398754f9e9ceaa46b07806b5ae85f90fd8de748475db22a6b99c5943cebe69d (from https://pypi.org/simple/cvxpy/). Command errored out with exit status 1: /usr/local/bin/python /usr/local/lib/python3.6/site-packages/pip/_vendor/pep517/in_process/_in_process.py prepare_metadata_for_build_wheel /tmp/tmp_9gjdmws Check the logs for full command output.
ERROR: Could not find a version that satisfies the requirement cvxpy==1.0.31 (from aix360) (from versions: 0.1, 0.2, 0.2.1, 0.2.2, 0.2.3, 0.2.4, 0.2.5, 0.2.6, 0.2.7, 0.2.9, 0.2.10, 0.2.11, 0.2.12, 0.2.13, 0.2.14, 0.2.15, 0.2.16, 0.2.17, 0.2.18, 0.2.19, 0.2.20, 0.2.21, 0.2.22, 0.2.23, 0.2.24, 0.2.25, 0.2.26, 0.2.27, 0.2.28, 0.3.0, 0.3.1, 0.3.3, 0.3.4, 0.3.5, 0.3.6, 0.3.7, 0.3.8, 0.3.9, 0.4.0, 0.4.1, 0.4.2, 0.4.3, 0.4.4, 0.4.5, 0.4.6, 0.4.8, 0.4.9, 0.4.10, 0.4.11, 1.0.2, 1.0.3, 1.0.4, 1.0.5, 1.0.6, 1.0.8, 1.0.9, 1.0.10, 1.0.11, 1.0.12, 1.0.13, 1.0.14, 1.0.15, 1.0.16, 1.0.17, 1.0.18, 1.0.19, 1.0.20, 1.0.21, 1.0.22, 1.0.23, 1.0.24, 1.0.25, 1.0.26, 1.0.27, 1.0.28, 1.0.29, 1.0.31, 1.1.0a0, 1.1.0a1, 1.1.0a2, 1.1.0a3, 1.1.0a4, 1.1.0, 1.1.1, 1.1.2, 1.1.3, 1.1.4, 1.1.5, 1.1.6, 1.1.7, 1.1.8, 1.1.9, 1.1.10, 1.1.11, 1.1.12, 1.1.13, 1.1.14, 1.1.15, 1.1.16, 1.1.17, 1.1.18)
ERROR: No matching distribution found for cvxpy==1.0.31
WARNING: You are using pip version 21.1.1; however, version 21.3.1 is available.
You should consider upgrading via the '/usr/local/bin/python -m pip install --upgrade pip' command.

Similar output is obtained for python 3.7, 3.8 and 3.9.

mmdanziger commented 2 years ago

Additionally, the pip install actually reverts to 0.1 from Aug 2019 because in that version tensorflow was not pinned, apparently. So ironically, if you use a newer version of Python and pip install, you get an older version of the package because dependencies were not pinned. It goes without saying that this version is broken in the parts that use tensorflow, but the rest of it works. See below:

$ docker container run -it python:3.8 bash
root@fb0ce61f7aee:/# pip install aix360
Collecting aix360
  Downloading aix360-0.2.1-py3-none-any.whl (58.3 MB)
     |████████████████████████████████| 58.3 MB 11.5 MB/s
Collecting requests
  Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB)
     |████████████████████████████████| 63 kB 509 kB/s
Collecting keras==2.3.1
  Downloading Keras-2.3.1-py2.py3-none-any.whl (377 kB)
     |████████████████████████████████| 377 kB 15.3 MB/s
Collecting joblib>=0.11
  Downloading joblib-1.1.0-py2.py3-none-any.whl (306 kB)
     |████████████████████████████████| 306 kB 15.3 MB/s
Collecting xgboost==1.0.2
  Downloading xgboost-1.0.2-py3-none-manylinux1_x86_64.whl (109.7 MB)
     |████████████████████████████████| 109.7 MB 20 kB/s
Collecting aix360
  Downloading aix360-0.2.0-py3-none-any.whl (10.7 MB)
     |████████████████████████████████| 10.7 MB 1.4 MB/s
  Downloading aix360-0.1.0-py3-none-any.whl (10.7 MB)
     |████████████████████████████████| 10.7 MB 12.3 MB/s
Collecting matplotlib
  Downloading matplotlib-3.5.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl (11.3 MB)
     |████████████████████████████████| 11.3 MB 17.6 MB/s
Collecting scikit-learn>=0.21.2
  Downloading scikit_learn-1.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (26.7 MB)
     |████████████████████████████████| 26.7 MB 12.1 MB/s
Collecting pandas
  Downloading pandas-1.4.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.7 MB)
     |████████████████████████████████| 11.7 MB 1.3 MB/s
Collecting cvxopt
  Downloading cvxopt-1.2.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.0 MB)
     |████████████████████████████████| 13.0 MB 14.2 MB/s
Collecting cvxpy
  Downloading cvxpy-1.1.18-cp38-cp38-manylinux_2_24_x86_64.whl (2.7 MB)
     |████████████████████████████████| 2.7 MB 18.6 MB/s
Collecting Image
  Downloading image-1.5.33.tar.gz (15 kB)
Collecting torch
  Downloading torch-1.10.2-cp38-cp38-manylinux1_x86_64.whl (881.9 MB)
     |████████████████████████████████| 881.9 MB 2.9 kB/s
Collecting numpy
  Downloading numpy-1.22.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.8 MB)
     |████████████████████████████████| 16.8 MB 12.6 MB/s
Collecting xport
  Downloading xport-3.6.1-py2.py3-none-any.whl (29 kB)
Collecting torchvision
  Downloading torchvision-0.11.3-cp38-cp38-manylinux1_x86_64.whl (23.2 MB)
     |████████████████████████████████| 23.2 MB 8.7 MB/s
Collecting tensorflow
  Downloading tensorflow-2.8.0-cp38-cp38-manylinux2010_x86_64.whl (497.6 MB)
     |████████████████████████████████| 497.6 MB 5.2 kB/s
Collecting scikit-image
  Downloading scikit_image-0.19.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.8 MB)
     |████████████████████████████████| 13.8 MB 9.9 MB/s
Collecting scipy>=0.17
  Downloading scipy-1.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (41.6 MB)
     |████████████████████████████████| 41.6 MB 12.0 MB/s
Collecting keras
  Downloading keras-2.8.0-py2.py3-none-any.whl (1.4 MB)
     |████████████████████████████████| 1.4 MB 14.7 MB/s
Collecting threadpoolctl>=2.0.0
  Downloading threadpoolctl-3.1.0-py3-none-any.whl (14 kB)
Collecting ecos>=2
  Downloading ecos-2.0.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (191 kB)
     |████████████████████████████████| 191 kB 15.2 MB/s
Collecting osqp>=0.4.1
  Downloading osqp-0.6.2.post5-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (299 kB)
     |████████████████████████████████| 299 kB 15.8 MB/s
Collecting scs>=1.1.6
  Downloading scs-3.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.6 MB)
     |████████████████████████████████| 10.6 MB 10.4 MB/s
Collecting qdldl
  Downloading qdldl-0.1.5.post0-cp38-cp38-manylinux2014_x86_64.whl (921 kB)
     |████████████████████████████████| 921 kB 14.1 MB/s
Collecting pillow
  Downloading Pillow-9.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB)
     |████████████████████████████████| 4.3 MB 55.3 MB/s
Collecting django
  Downloading Django-4.0.2-py3-none-any.whl (8.0 MB)
     |████████████████████████████████| 8.0 MB 16.3 MB/s
Collecting six
  Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting sqlparse>=0.2.2
  Downloading sqlparse-0.4.2-py3-none-any.whl (42 kB)
     |████████████████████████████████| 42 kB 1.2 MB/s
Collecting asgiref<4,>=3.4.1
  Downloading asgiref-3.5.0-py3-none-any.whl (22 kB)
Collecting backports.zoneinfo
  Downloading backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_x86_64.whl (74 kB)
     |████████████████████████████████| 74 kB 1.8 MB/s
Collecting cycler>=0.10
  Downloading cycler-0.11.0-py3-none-any.whl (6.4 kB)
Collecting packaging>=20.0
  Downloading packaging-21.3-py3-none-any.whl (40 kB)
     |████████████████████████████████| 40 kB 2.8 MB/s
Collecting python-dateutil>=2.7
  Downloading python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB)
     |████████████████████████████████| 247 kB 15.6 MB/s
Collecting fonttools>=4.22.0
  Downloading fonttools-4.29.1-py3-none-any.whl (895 kB)
     |████████████████████████████████| 895 kB 22.4 MB/s
Collecting kiwisolver>=1.0.1
  Downloading kiwisolver-1.3.2-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl (1.2 MB)
     |████████████████████████████████| 1.2 MB 14.6 MB/s
Collecting pyparsing>=2.2.1
  Downloading pyparsing-3.0.7-py3-none-any.whl (98 kB)
     |████████████████████████████████| 98 kB 7.8 MB/s
Collecting pytz>=2020.1
  Downloading pytz-2021.3-py2.py3-none-any.whl (503 kB)
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Collecting certifi>=2017.4.17
  Downloading certifi-2021.10.8-py2.py3-none-any.whl (149 kB)
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Collecting urllib3<1.27,>=1.21.1
  Downloading urllib3-1.26.8-py2.py3-none-any.whl (138 kB)
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Collecting charset-normalizer~=2.0.0
  Downloading charset_normalizer-2.0.12-py3-none-any.whl (39 kB)
Collecting idna<4,>=2.5
  Downloading idna-3.3-py3-none-any.whl (61 kB)
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Collecting tifffile>=2019.7.26
  Downloading tifffile-2022.2.9-py3-none-any.whl (180 kB)
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Collecting PyWavelets>=1.1.1
  Downloading PyWavelets-1.2.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl (6.3 MB)
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Collecting imageio>=2.4.1
  Downloading imageio-2.16.0-py3-none-any.whl (3.3 MB)
     |████████████████████████████████| 3.3 MB 61.9 MB/s
Collecting networkx>=2.2
  Downloading networkx-2.6.3-py3-none-any.whl (1.9 MB)
     |████████████████████████████████| 1.9 MB 26.8 MB/s
Collecting tensorboard<2.9,>=2.8
  Downloading tensorboard-2.8.0-py3-none-any.whl (5.8 MB)
     |████████████████████████████████| 5.8 MB 8.4 MB/s
Collecting h5py>=2.9.0
  Downloading h5py-3.6.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (4.5 MB)
     |████████████████████████████████| 4.5 MB 15.9 MB/s
Collecting wrapt>=1.11.0
  Downloading wrapt-1.13.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (84 kB)
     |████████████████████████████████| 84 kB 2.2 MB/s
Collecting termcolor>=1.1.0
  Downloading termcolor-1.1.0.tar.gz (3.9 kB)
Requirement already satisfied: setuptools in /usr/local/lib/python3.8/site-packages (from tensorflow->aix360) (57.5.0)
Collecting gast>=0.2.1
  Downloading gast-0.5.3-py3-none-any.whl (19 kB)
Collecting google-pasta>=0.1.1
  Downloading google_pasta-0.2.0-py3-none-any.whl (57 kB)
     |████████████████████████████████| 57 kB 2.4 MB/s
Collecting grpcio<2.0,>=1.24.3
  Downloading grpcio-1.43.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.1 MB)
     |████████████████████████████████| 4.1 MB 1.0 MB/s
Collecting keras-preprocessing>=1.1.1
  Downloading Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)
     |████████████████████████████████| 42 kB 1.4 MB/s
Collecting protobuf>=3.9.2
  Downloading protobuf-3.19.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)
     |████████████████████████████████| 1.1 MB 680 kB/s
Collecting astunparse>=1.6.0
  Downloading astunparse-1.6.3-py2.py3-none-any.whl (12 kB)
Collecting flatbuffers>=1.12
  Downloading flatbuffers-2.0-py2.py3-none-any.whl (26 kB)
Collecting typing-extensions>=3.6.6
  Downloading typing_extensions-4.1.1-py3-none-any.whl (26 kB)
Collecting opt-einsum>=2.3.2
  Downloading opt_einsum-3.3.0-py3-none-any.whl (65 kB)
     |████████████████████████████████| 65 kB 2.0 MB/s
Collecting tensorflow-io-gcs-filesystem>=0.23.1
  Downloading tensorflow_io_gcs_filesystem-0.24.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.1 MB)
     |████████████████████████████████| 2.1 MB 5.5 MB/s
Collecting tf-estimator-nightly==2.8.0.dev2021122109
  Downloading tf_estimator_nightly-2.8.0.dev2021122109-py2.py3-none-any.whl (462 kB)
     |████████████████████████████████| 462 kB 1.1 MB/s
Collecting absl-py>=0.4.0
  Downloading absl_py-1.0.0-py3-none-any.whl (126 kB)
     |████████████████████████████████| 126 kB 2.2 MB/s
Collecting libclang>=9.0.1
  Downloading libclang-13.0.0-py2.py3-none-manylinux1_x86_64.whl (14.5 MB)
     |████████████████████████████████| 14.5 MB 4.7 MB/s
Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.8/site-packages (from astunparse>=1.6.0->tensorflow->aix360) (0.37.0)
Collecting tensorboard-plugin-wit>=1.6.0
  Downloading tensorboard_plugin_wit-1.8.1-py3-none-any.whl (781 kB)
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Collecting markdown>=2.6.8
  Downloading Markdown-3.3.6-py3-none-any.whl (97 kB)
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Collecting google-auth-oauthlib<0.5,>=0.4.1
  Downloading google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB)
Collecting tensorboard-data-server<0.7.0,>=0.6.0
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Collecting google-auth<3,>=1.6.3
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Collecting werkzeug>=0.11.15
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Collecting rsa<5,>=3.1.4
  Downloading rsa-4.8-py3-none-any.whl (39 kB)
Collecting pyasn1-modules>=0.2.1
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Collecting cachetools<6.0,>=2.0.0
  Downloading cachetools-5.0.0-py3-none-any.whl (9.1 kB)
Collecting requests-oauthlib>=0.7.0
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Collecting importlib-metadata>=4.4
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Collecting zipp>=0.5
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Collecting pyasn1<0.5.0,>=0.4.6
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Collecting oauthlib>=3.0.0
  Downloading oauthlib-3.2.0-py3-none-any.whl (151 kB)
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Collecting click>=7.1.1
  Downloading click-8.0.3-py3-none-any.whl (97 kB)
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Collecting pandas
  Downloading pandas-1.3.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (11.5 MB)
     |████████████████████████████████| 11.5 MB 6.4 MB/s
Collecting pyyaml
  Downloading PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (701 kB)
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Building wheels for collected packages: Image, termcolor
  Building wheel for Image (setup.py) ... done
  Created wheel for Image: filename=image-1.5.33-py2.py3-none-any.whl size=19494 sha256=8293d67b2e46bf1b463f93425719b690a4d79220f42fabab93b76747f74ce2ee
  Stored in directory: /root/.cache/pip/wheels/ac/30/5c/a8b33888bea3507eda7c924a143d34b2390d2ca5b145b327b5
  Building wheel for termcolor (setup.py) ... done
  Created wheel for termcolor: filename=termcolor-1.1.0-py3-none-any.whl size=4847 sha256=f2e2be2eb049f6feba40cf025e7942130468cb435cf1f8d148444a9a0438718b
  Stored in directory: /root/.cache/pip/wheels/a0/16/9c/5473df82468f958445479c59e784896fa24f4a5fc024b0f501
Successfully built Image termcolor
Installing collected packages: urllib3, pyasn1, idna, charset-normalizer, certifi, zipp, six, rsa, requests, pyasn1-modules, oauthlib, numpy, cachetools, scipy, requests-oauthlib, importlib-metadata, google-auth, werkzeug, typing-extensions, tensorboard-plugin-wit, tensorboard-data-server, sqlparse, qdldl, pytz, python-dateutil, pyparsing, protobuf, pillow, markdown, grpcio, google-auth-oauthlib, backports.zoneinfo, asgiref, absl-py, wrapt, torch, tifffile, threadpoolctl, tf-estimator-nightly, termcolor, tensorflow-io-gcs-filesystem, tensorboard, scs, pyyaml, PyWavelets, pandas, packaging, osqp, opt-einsum, networkx, libclang, kiwisolver, keras-preprocessing, keras, joblib, imageio, h5py, google-pasta, gast, fonttools, flatbuffers, ecos, django, cycler, click, astunparse, xport, torchvision, tensorflow, scikit-learn, scikit-image, matplotlib, Image, cvxpy, cvxopt, aix360
Successfully installed Image-1.5.33 PyWavelets-1.2.0 absl-py-1.0.0 aix360-0.1.0 asgiref-3.5.0 astunparse-1.6.3 backports.zoneinfo-0.2.1 cachetools-5.0.0 certifi-2021.10.8 charset-normalizer-2.0.12 click-8.0.3 cvxopt-1.2.7 cvxpy-1.1.18 cycler-0.11.0 django-4.0.2 ecos-2.0.10 flatbuffers-2.0 fonttools-4.29.1 gast-0.5.3 google-auth-2.6.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 grpcio-1.43.0 h5py-3.6.0 idna-3.3 imageio-2.16.0 importlib-metadata-4.11.1 joblib-1.1.0 keras-2.8.0 keras-preprocessing-1.1.2 kiwisolver-1.3.2 libclang-13.0.0 markdown-3.3.6 matplotlib-3.5.1 networkx-2.6.3 numpy-1.22.2 oauthlib-3.2.0 opt-einsum-3.3.0 osqp-0.6.2.post5 packaging-21.3 pandas-1.3.5 pillow-9.0.1 protobuf-3.19.4 pyasn1-0.4.8 pyasn1-modules-0.2.8 pyparsing-3.0.7 python-dateutil-2.8.2 pytz-2021.3 pyyaml-6.0 qdldl-0.1.5.post0 requests-2.27.1 requests-oauthlib-1.3.1 rsa-4.8 scikit-image-0.19.1 scikit-learn-1.0.2 scipy-1.8.0 scs-3.1.0 six-1.16.0 sqlparse-0.4.2 tensorboard-2.8.0 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorflow-2.8.0 tensorflow-io-gcs-filesystem-0.24.0 termcolor-1.1.0 tf-estimator-nightly-2.8.0.dev2021122109 threadpoolctl-3.1.0 tifffile-2022.2.9 torch-1.10.2 torchvision-0.11.3 typing-extensions-4.1.1 urllib3-1.26.8 werkzeug-2.0.3 wrapt-1.13.3 xport-3.6.1 zipp-3.7.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
WARNING: You are using pip version 21.2.4; however, version 22.0.3 is available.
You should consider upgrading via the '/usr/local/bin/python -m pip install --upgrade pip' command.
rootsmusic commented 1 month ago

Issue #126 says that this package works in Python 3.7.