pip is looking for multiple version of <library> to determine which version is compatible with other requirements. #10375

alfanme · 2021-11-17T07:54:54Z

Prerequisites

Please answer the following questions for yourself before submitting an issue.

I am using the latest TensorFlow Model Garden release and TensorFlow 2.
I am reporting the issue to the correct repository. (Model Garden official or research directory)
I checked to make sure that this issue has not already been filed.

1. The entire URL of the file you are using

https://github.com/tensorflow/models/tree/master/research/object_detection/packages/tf2/setup.py

2. Describe the bug

I'm using Google Colab. When installing object detection dependencies, the cell output shows that pip installing multiple versions of some libraries such as scipy, six, etc. I was leaving it to finish, but it has already taken hours, the execution still running and can't finish the installation.

3. Steps to reproduce

To reproduce, it's simply by cloning this repo:

!git clone https://github.com/tensorflow/models.git

Then, execute the command to install dependencies using setup.py

%cd models/research
# Compile protos.
!protoc object_detection/protos/*.proto --python_out=.
# Install TensorFlow Object Detection API.
!cp object_detection/packages/tf2/setup.py .
!python -m pip install --use-feature=2020-resolver .

4. Expected behavior

The expected behavior is the installation process finishes and doesn't take a long time.

5. Additional context

Here's the log output from the execution process:

INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
  Downloading scipy-1.4.1-cp37-cp37m-manylinux1_x86_64.whl (26.1 MB)
     |████████████████████████████████| 26.1 MB 55 kB/s 
  Downloading scipy-1.4.0-cp37-cp37m-manylinux1_x86_64.whl (26.1 MB)
     |████████████████████████████████| 26.1 MB 1.6 MB/s 
  Downloading scipy-1.3.3-cp37-cp37m-manylinux1_x86_64.whl (25.2 MB)
     |████████████████████████████████| 25.2 MB 23 kB/s 
  Downloading scipy-1.3.2-cp37-cp37m-manylinux1_x86_64.whl (25.2 MB)
     |████████████████████████████████| 25.2 MB 63.6 MB/s 
  Downloading scipy-1.3.1-cp37-cp37m-manylinux1_x86_64.whl (25.2 MB)
     |████████████████████████████████| 25.2 MB 1.6 MB/s 
  Downloading scipy-1.3.0-cp37-cp37m-manylinux1_x86_64.whl (25.2 MB)
     |████████████████████████████████| 25.2 MB 1.8 MB/s 
  Downloading scipy-1.2.3-cp37-cp37m-manylinux1_x86_64.whl (24.8 MB)
     |████████████████████████████████| 24.8 MB 49 kB/s 
  Downloading scipy-1.2.2-cp37-cp37m-manylinux1_x86_64.whl (24.8 MB)
     |████████████████████████████████| 24.8 MB 2.0 MB/s 
  Downloading scipy-1.2.1-cp37-cp37m-manylinux1_x86_64.whl (24.8 MB)
     |████████████████████████████████| 24.8 MB 1.8 MB/s 
  Downloading scipy-1.2.0-cp37-cp37m-manylinux1_x86_64.whl (26.6 MB)
     |████████████████████████████████| 26.6 MB 76 kB/s 
  Downloading scipy-1.1.0-cp37-cp37m-manylinux1_x86_64.whl (31.2 MB)
     |████████████████████████████████| 31.2 MB 120 kB/s 
  Downloading scipy-1.0.1.tar.gz (15.5 MB)
     |████████████████████████████████| 15.5 MB 70 kB/s 
  Downloading scipy-1.0.0.tar.gz (15.2 MB)
     |████████████████████████████████| 15.2 MB 46 kB/s 
  Downloading scipy-0.19.1.tar.gz (14.1 MB)
     |████████████████████████████████| 14.1 MB 22.6 MB/s 
INFO: pip is looking at multiple versions of rsa to determine which version is compatible with other requirements. This could take a while.
Collecting rsa<5,>=3.1.4
  Downloading rsa-4.7.2-py3-none-any.whl (34 kB)
  Downloading rsa-4.7.1-py3-none-any.whl (36 kB)
  Downloading rsa-4.7-py3-none-any.whl (34 kB)
  Downloading rsa-4.6-py3-none-any.whl (47 kB)
     |████████████████████████████████| 47 kB 3.6 MB/s 
  Downloading rsa-4.5-py2.py3-none-any.whl (36 kB)
  Downloading rsa-4.4.1-py2.py3-none-any.whl (33 kB)
  Downloading rsa-4.3-py2.py3-none-any.whl (36 kB)
INFO: pip is looking at multiple versions of rsa to determine which version is compatible with other requirements. This could take a while.
  Downloading rsa-4.2.tar.gz (46 kB)
     |████████████████████████████████| 46 kB 3.5 MB/s 
  Downloading rsa-4.1-py3-none-any.whl (32 kB)
  Downloading rsa-4.0-py2.py3-none-any.whl (38 kB)
  Downloading rsa-3.4.2-py2.py3-none-any.whl (46 kB)
     |████████████████████████████████| 46 kB 3.5 MB/s 
  Downloading rsa-3.4.1-py2.py3-none-any.whl (46 kB)
     |████████████████████████████████| 46 kB 3.2 MB/s 
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
  Downloading rsa-3.4-py2.py3-none-any.whl (46 kB)
     |████████████████████████████████| 46 kB 3.4 MB/s 
  Downloading rsa-3.3-py2.py3-none-any.whl (44 kB)
     |████████████████████████████████| 44 kB 2.1 MB/s 
  Downloading rsa-3.2.3-py2.py3-none-any.whl (44 kB)
     |████████████████████████████████| 44 kB 2.3 MB/s 
  Downloading rsa-3.2.2-py2.py3-none-any.whl (44 kB)
     |████████████████████████████████| 44 kB 1.7 MB/s 
  Downloading rsa-3.2-py2.py3-none-any.whl (43 kB)
     |████████████████████████████████| 43 kB 1.7 MB/s 
  Downloading rsa-3.1.4.tar.gz (36 kB)
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
Collecting idna<3,>=2.5
  Downloading idna-2.10-py2.py3-none-any.whl (58 kB)
     |████████████████████████████████| 58 kB 5.9 MB/s 
  Downloading idna-2.9-py2.py3-none-any.whl (58 kB)
     |████████████████████████████████| 58 kB 4.9 MB/s 
  Downloading idna-2.8-py2.py3-none-any.whl (58 kB)
     |████████████████████████████████| 58 kB 5.5 MB/s 
  Downloading idna-2.7-py2.py3-none-any.whl (58 kB)
     |████████████████████████████████| 58 kB 5.1 MB/s 
  Downloading idna-2.6-py2.py3-none-any.whl (56 kB)
     |████████████████████████████████| 56 kB 4.0 MB/s 
  Downloading idna-2.5-py2.py3-none-any.whl (55 kB)
     |████████████████████████████████| 55 kB 3.1 MB/s 
INFO: pip is looking at multiple versions of chardet to determine which version is compatible with other requirements. This could take a while.
Collecting chardet<4,>=3.0.2
  Downloading chardet-3.0.4-py2.py3-none-any.whl (133 kB)
     |████████████████████████████████| 133 kB 55.2 MB/s 
INFO: pip is looking at multiple versions of idna to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
  Downloading chardet-3.0.3-py2.py3-none-any.whl (133 kB)
     |████████████████████████████████| 133 kB 42.4 MB/s

6. System information

OS Platform and Distribution: Ubuntu 18.04.5 LTS
TensorFlow version (use command below): v2.7.0-0-gc256c071bb2 2.7.0
Python version: Python 3.7.12
CUDA/cuDNN version: 11.2/8.1.0
GPU model and memory: P100 16GB

The text was updated successfully, but these errors were encountered:

Kei-Iino-waseda · 2021-11-17T09:59:44Z

having the same problem

Justsecret123 · 2021-11-17T11:21:53Z

I am facing the same issue on my Kaggle Notebook, which worked well a few days ago.

Link to the Notebook

sivamani-k · 2021-11-17T11:59:14Z

Me too facing the same issue in my Google COLAB Notebook. Please fix the issue. Already, training the model is taking high duration of time. Now, the installation of pip packages taking longer than training the model.

Sandell0 · 2021-11-17T17:30:53Z

!pip install --upgrade pip
Changed pip version from 21.1.3 to 21.3.1 and that resolved this problem for me.
I was able to run the following command successfully, when before it did not finish even after several hours:

%%bash
cd models/research/
protoc object_detection/protos/*.proto --python_out=.
cp object_detection/packages/tf2/setup.py .
python -m pip install .

If after that you will face an issue with cuDNN initialization, look at this thread for a solution:
#10360 (comment)

yhydhx · 2021-11-17T17:31:40Z

having the same problem

ZakZheng · 2021-11-18T02:05:10Z

having the same problem

yhydhx · 2021-11-18T03:08:34Z

I updated the pip first and it works for me. zakzheng ***@***.***> 于2021年11月17日周三下午9:05写道：

…

having the same problem — You are receiving this because you commented. Reply to this email directly, view it on GitHub <#10375 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ABCSW3ZEA352F2PMXZGX44DUMRNOFANCNFSM5IGH3OJQ> . Triage notifications on the go with GitHub Mobile for iOS <https://apps.apple.com/app/apple-store/id1477376905?ct=notification-email&mt=8&pt=524675> or Android <https://play.google.com/store/apps/details?id=com.github.android&referrer=utm_campaign%3Dnotification-email%26utm_medium%3Demail%26utm_source%3Dgithub>.

kumariko · 2021-11-19T03:32:59Z

@alfanme please check #34834 (comment) and let us know if your issue got resolved or not?

ivankrsul · 2021-11-19T20:54:07Z

Had the same problem. Was stuck for two weeks. I updated the pip first and it seems to work.

kateriska · 2021-11-22T05:23:55Z

I also had same problem on Google Colab. Upgrade of pip seems to fix the issue.

google-ml-butler · 2021-11-29T11:39:55Z

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you.

google-ml-butler · 2021-12-06T12:29:54Z

Closing as stale. Please reopen if you'd like to work on this further.

google-ml-butler · 2021-12-06T12:29:57Z

Are you satisfied with the resolution of your issue?
Yes
No

simon-ging · 2022-09-03T14:02:33Z

Try using the old resolver, that worked for me while upgrading pip didn't.

pip install ... --use-deprecated legacy-resolver

alfanme added models:research models that come under research directory type:bug Bug in the code labels Nov 17, 2021

kumariko self-assigned this Nov 17, 2021

alfanme changed the title ~~pip is looking for multiple version of <library> determine which version is compatible with other requirements.~~ pip is looking for multiple version of <library> to determine which version is compatible with other requirements. Nov 17, 2021

kumariko added models:research:odapi ODAPI and removed models:research models that come under research directory labels Nov 18, 2021

kumariko added the stat:awaiting response Waiting on input from the contributor label Nov 19, 2021

Faiz-hmed mentioned this issue Nov 19, 2021

TFlite Custom trained model Issue (IndexError: invalid index to scalar variable) tensorflow/tensorflow#44481

Closed

Kazuhito00 mentioned this issue Nov 28, 2021

Google colab での pip install タイムアウト Kazuhito00/Tensorflow2-ObjectDetectionAPI-Colab-Hands-On#2

Closed

google-ml-butler bot added the stale label Nov 29, 2021

google-ml-butler bot closed this as completed Dec 6, 2021

ChengjieLi28 mentioned this issue Jan 2, 2024

PIP dependencies resolving for days xorbitsai/inference#844

Closed

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pip is looking for multiple version of <library> to determine which version is compatible with other requirements. #10375

pip is looking for multiple version of <library> to determine which version is compatible with other requirements. #10375

alfanme commented Nov 17, 2021 •

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Kei-Iino-waseda commented Nov 17, 2021

Justsecret123 commented Nov 17, 2021 •

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sivamani-k commented Nov 17, 2021

Sandell0 commented Nov 17, 2021 •

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yhydhx commented Nov 17, 2021

ZakZheng commented Nov 18, 2021

yhydhx commented Nov 18, 2021 via email

kumariko commented Nov 19, 2021

ivankrsul commented Nov 19, 2021

kateriska commented Nov 22, 2021 •

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google-ml-butler bot commented Nov 29, 2021

google-ml-butler bot commented Dec 6, 2021

google-ml-butler bot commented Dec 6, 2021

simon-ging commented Sep 3, 2022

pip is looking for multiple version of <library> to determine which version is compatible with other requirements. #10375

pip is looking for multiple version of <library> to determine which version is compatible with other requirements. #10375

Comments

alfanme commented Nov 17, 2021 • edited Loading

Prerequisites

1. The entire URL of the file you are using

2. Describe the bug

3. Steps to reproduce

4. Expected behavior

5. Additional context

6. System information

Kei-Iino-waseda commented Nov 17, 2021

Justsecret123 commented Nov 17, 2021 • edited Loading

sivamani-k commented Nov 17, 2021

Sandell0 commented Nov 17, 2021 • edited Loading

yhydhx commented Nov 17, 2021

ZakZheng commented Nov 18, 2021

yhydhx commented Nov 18, 2021 via email

kumariko commented Nov 19, 2021

ivankrsul commented Nov 19, 2021

kateriska commented Nov 22, 2021 • edited Loading

google-ml-butler bot commented Nov 29, 2021

google-ml-butler bot commented Dec 6, 2021

google-ml-butler bot commented Dec 6, 2021

simon-ging commented Sep 3, 2022

alfanme commented Nov 17, 2021 •

edited

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Justsecret123 commented Nov 17, 2021 •

edited

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Sandell0 commented Nov 17, 2021 •

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kateriska commented Nov 22, 2021 •

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