Conda can't install pip dependencies on Windows 10

Question

Conda can't install pip dependencies on Windows 10

Lex-DRL opened this issue 2 years ago · comments

Maybe, it's something wrong with my conda setup (I'm more of a pipenv adept). But In my case, any attempt to just use environment.yaml as is fails with an error.

However, everyfing goes just fine if I:

manually remove all the pip lines from environment.yaml;
create conda env with this modified env;
manually do conda activate ldXXX;
... and do pip install ... (specified manually or with requirements.txt - works perfectly either way)

Here's the full error report when I just do conda env create -n ldZZZ -f environment.yaml.

My Miniconda installation is at: C:\Python\Miniconda3
The local repo is at: P:\1-Scripts\_Python\_neuralNets\StableDiffusion
I have CONDA_ENVS_PATH env var pointing to P:\1-Scripts\_Python\_envs
Command prompt is launched via Miniconda's "Anaconda prompt" shortcut in start menu (%windir%\System32\cmd.exe "/K" C:\Python\Miniconda3\Scripts\activate.bat C:\Python\Miniconda3)

(base) P:\1-Scripts\_Python\_neuralNets\StableDiffusion>call conda env create -n ldZZZ -f environment.yaml
Collecting package metadata (repodata.json): done
Solving environment: done
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
Installing pip dependencies: / Ran pip subprocess with arguments:
['P:\\1-Scripts\\_Python\\_envs\\ldZZZ\\python.exe', '-m', 'pip', 'install', '-U', '-r', 'P:\\1-Scripts\\_Python\\_neuralNets\\StableDiffusion\\condaenv.2w25smqe.requirements.txt']
Pip subprocess output:
Obtaining taming-transformers from git+https://github.com/CompVis/taming-transformers#egg=taming-transformers (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 21))
  Updating p:\1-scripts\_python\_neuralnets\stablediffusion\src\taming-transformers clone
Obtaining clip from git+https://github.com/openai/CLIP#egg=clip (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 22))
  Updating p:\1-scripts\_python\_neuralnets\stablediffusion\src\clip clone
Obtaining GFPGAN from git+https://github.com/TencentARC/GFPGAN#egg=GFPGAN (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 23))
  Updating p:\1-scripts\_python\_neuralnets\stablediffusion\src\gfpgan clone
Obtaining realesrgan from git+https://github.com/xinntao/Real-ESRGAN#egg=realesrgan (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 24))
  Updating p:\1-scripts\_python\_neuralnets\stablediffusion\src\realesrgan clone
Obtaining k_diffusion from git+https://github.com/hlky/k-diffusion-sd#egg=k_diffusion (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 25))
  Updating p:\1-scripts\_python\_neuralnets\stablediffusion\src\k-diffusion clone
  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 wheel metadata: started
    Preparing wheel metadata: finished with status 'done'
Obtaining file:///P:/1-Scripts/_Python/_neuralNets/StableDiffusion (from -r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 26))
Requirement already satisfied: torch in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from clip->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 22)) (1.11.0)
Requirement already satisfied: torchvision in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from clip->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 22)) (0.12.0)
Requirement already satisfied: numpy<1.21 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from GFPGAN->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 23)) (1.19.2)
Requirement already satisfied: Pillow in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from k_diffusion->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 25)) (9.2.0)
Collecting accelerate==0.12.0
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Requirement already satisfied: requests in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from gradio==3.1.6->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 16)) (2.28.1)
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Requirement already satisfied: typing-extensions in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from pytorch-lightning==1.4.2->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 7)) (4.3.0)
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Requirement already satisfied: six in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from imgaug<0.2.7,>=0.2.5->albumentations==0.4.3->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 1)) (1.16.0)
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Requirement already satisfied: charset-normalizer<3,>=2 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from requests->gradio==3.1.6->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 16)) (2.0.4)
Requirement already satisfied: idna<4,>=2.5 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from requests->gradio==3.1.6->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 16)) (3.3)
Requirement already satisfied: urllib3<1.27,>=1.21.1 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from requests->gradio==3.1.6->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 16)) (1.26.11)
Requirement already satisfied: certifi>=2017.4.17 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from requests->gradio==3.1.6->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 16)) (2022.6.15)
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Requirement already satisfied: wheel>=0.26 in e:\p-projects\1-scripts\_python\_envs\ldzzz\lib\site-packages (from tensorboard>=2.2.0->pytorch-lightning==1.4.2->-r P:\1-Scripts\_Python\_neuralNets\StableDiffusion\condaenv.2w25smqe.requirements.txt (line 7)) (0.37.1)
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Pip subprocess error:
Usage: chcp infile outfile
Usage: chcp infile outfile
Usage: chcp infile outfile

failed

CondaEnvException: Pip failed

rethink-studios · Answer 1 · Sun Aug 28 2022 15:50:34 GMT+0800 (China Standard Time)

Apologies, as I'm a novice at python coding...
Yeah, this was frustrating to see. :)

Lex Darlog · Answer 2 · Sun Aug 28 2022 16:09:29 GMT+0800 (China Standard Time)

Maybe I'm the one who's doing something wrong. I'm experienced with Python in general, but I'm very unfamiliar with conda.
I guess what's happening here is conda attempts to install pip requirements but some of them actually require any of conda-level prerequisites from environment.yaml. And for some reason conda doesn't activate the environment prior to calling pip.

That's my best assumption.

As I said, if I just do it manually in two stages, there's no problem.

Sepfy · Answer 3 · Sun Aug 28 2022 21:16:57 GMT+0800 (China Standard Time)

I more or less had to do the same thing myself in Win11 as well - but it's workin' at least!

hlky · Answer 4 · Sun Aug 28 2022 21:38:56 GMT+0800 (China Standard Time)

This is nearly always caused by not following the instructions correctly, and honestly it's incredibly frustrating to deal with because the solution is always the same, it's you doing something wrong. Sorry but I've dealt with far too many complaints about this.

You will have to read this to see the issue and solutions, I am fed up of repeating myself, again, sorry but it's getting annoying now because it's a solved issue.

Sygil-Dev/sygil-webui#42

hiatsu0 · Answer 5 · Tue Aug 30 2022 16:45:06 GMT+0800 (China Standard Time)

Following these installation instructions to the word still gets me to this point only:

anaconda3/miniconda3 detected in C:\ProgramData\miniconda3
Collecting package metadata (repodata.json): done
Solving environment: done
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
Installing pip dependencies: /

The installation remains stuck here for good (or at least some 8-12h I have left it alone). Previously, I did have the original SD (ldm env) set up working but I purged it with conda env remove --name ldm before downloading this repo, and I did that again when the installation got stuck the first time. And I verified that conda env list showed only base.

Have not yet tried the manual environment setup as above but will try that next.

hlky · Answer 6 · Tue Aug 30 2022 17:16:02 GMT+0800 (China Standard Time)

@hiatsu0

ldm

I think this is your issue webuicmd-or-webuildmcmd-how-i-know

Lex Darlog · Answer 7 · Tue Aug 30 2022 18:47:32 GMT+0800 (China Standard Time)

@hiatsu0

Have not yet tried the manual environment setup as above but will try that next.

If you're going to try my approach - clearly, requirements.txt needs to be formatted properly. I.e, it should contain everything from environment.yaml after this line:

  - pip:

And this prefix needs to be removed:

I.e.: <4 spaces>-<space>

Install with:

pip install -r requirements.txt

hlky · Answer 8 · Tue Aug 30 2022 18:55:47 GMT+0800 (China Standard Time)

@Lex-DRL It looks they just haven't renamed the environment.yaml like some guides that link to this repo suggest and they missed the part of the instructions about it. If you notice they say their environment is called ldm so they need to just use webuildm.cmd as it says here

Lex Darlog · Answer 9 · Tue Aug 30 2022 19:09:07 GMT+0800 (China Standard Time)

@hlky
OK, you know better. I'm not familiar with such guides.

Just to let you know: for me, simple conda env create still doesn't work. The only thing in my system that differs from your guide is conda installed at a custom path and I'm not reinstalling it to the default one (custom path is a softlink mapped to another drive where all my programs are stored).
So... the issue is still there. And it's not the case of "I'm too lazy to RTFM". But I managed to install it my way, and decided not to bother you anymore.

hlky · Answer 10 · Tue Aug 30 2022 19:54:30 GMT+0800 (China Standard Time)

conda env create you don't need to do that yourself
there are no issues with webui.cmd or webuildm.cmd
The installation instructions work, in every case of someone having issues it's due to not following the instructions.

hiatsu0 · Answer 11 · Tue Aug 30 2022 21:17:39 GMT+0800 (China Standard Time)

@hlky: Oh, I can assure you I followed every single word of the instructions. And I don't know about the elusive external guides that reference this repo, found here via a twitter comment, lol..

To summarize, initially I tried the webuildm.cmd (after purging my old ldm env in conda entirely, so clean slate), then even tried the "edit the yaml" + webui.cmd route but the end result is always the same -- pip gets stuck somewhere without any errors shown. When I got time I think I'll try to setup everything manually to see the install command outputs.

hlky · Answer 12 · Tue Aug 30 2022 21:28:05 GMT+0800 (China Standard Time)

@hiatsu0 just to confirm some things can you tell me

full path of stable-diffusion folder
directory listing (dir /b from cmd or cmd /c dir /b from powershell) of stable-diffusion folder
first line of environment.yaml

also,

did the stable-refusion repo exist previously?

yes
this is a known issue where the 'src' folder has content and then conda get stuck on installing pip dependencies remove the src folder and run webui.cmd again
no (it a fresh clone, as in the stable-diffusion directory did not exist at all before)
src folder is not your issue

Lex Darlog · Answer 13 · Tue Aug 30 2022 21:55:19 GMT+0800 (China Standard Time)

@hlky

TL;DR: there seems to be an issue when conda env create / conda env update is called from a folder that is inside a softlinked dir and/or on a mapped drive on Windows.

Yes, it's more of a conda issue.

there are no issues with webui.cmd or webuildm.cmd

So... once again, I removed previous conda env + src dir. And, just to be sure, I've updated git (portable, added to PATH).

And once again, when I simply launch webui.cmd, the same error (Usage: chcp infile outfile ... CondaEnvException: Pip failed) is printed at the same Installing pip dependencies stage.

However, the server does seem to start and there are no further errors thrown (other than the ones saying that model files for gfpgan and realesrgan are missing).

Then, I:

close the console window (Ctrl+C → Y → enter),
put GFPGANv1.3.pth, RealESRGAN_x4plus.pth and RealESRGAN_x4plus_anime_6B.pth to where they belong,
re-launch the cmd.

And this time there's a more informative error at the same stage. After a bunch of Requirement already satisfied lines, this message appears (the server successfully starts, though):

...

Pip subprocess error:
Usage: chcp infile outfile
Usage: chcp infile outfile
ERROR: Exception:
Traceback (most recent call last):
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\cli\base_command.py", line 224, in _main
    status = self.run(options, args)
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\cli\req_command.py", line 180, in wrapper
    return func(self, options, args)
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\commands\install.py", line 394, in run
    installed = install_given_reqs(
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\req\__init__.py", line 75, in install_given_reqs
    uninstalled_pathset = requirement.uninstall(
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\req\req_install.py", line 685, in uninstall
    uninstalled_pathset = UninstallPathSet.from_dist(dist)
  File "P:\1-Scripts\_Python\_envs\ldo\lib\site-packages\pip\_internal\req\req_uninstall.py", line 551, in from_dist
    assert (link_pointer == dist.location), (
AssertionError: Egg-link p:\1-scripts\_python\_neuralnets\stablediffusion\src\gfpgan does not match installed location of gfpgan (at e:\p-projects\1-scripts\_python\_neuralnets\stablediffusion\src\gfpgan)

failed

CondaEnvException: Pip failed

Relauncher: Launching...

...

And looks like I've narrowed down the cause of the issue.
The thing is, I extensively use softlinks and mapped drives on my windows system (a-la linux mount). The path I'm launching the script from contains a softlink dir in it's path AND it's also on a mapped drive (the actual files are at e:\p-projects\1-scripts\_python\_neuralnets\stablediffusion, I run them from p:\1-scripts\_python\_neuralnets\stablediffusion, P: points to E:\p-projects, and e:\p-projects\1-scripts\_python\_neuralnets is a softlink pointing to a third drive).

So yes, webui.cmd does work. But no, there is an edge case causing pip stage inside conda call to fail (it's very uncommon, I get it). And the same edge case works with no problem when pip install used instead of conda's pip install.

I'm not asking you to reopen the issue, just pointing out that there is indeed an issue related to the way conda works. Maybe, it's worth putting to the instructions that a user should ignore CondaEnvException: Pip failed error if the server itself does start and works as expected.

Zondakage · Answer 14 · Thu Sep 01 2022 00:38:29 GMT+0800 (China Standard Time)

@hiatsu0 I'm in the same boat as you. Please let me know if you manage to get it working.