Installation conflict (praxis / lingvo)

Question

Installation conflict (praxis / lingvo)

Opened this issue 2 months ago · 35 comments

Hi!

Thanks for sharing; looks interesting!

Attempting to install conda env create --file=environment_cpu.yml yields:

Collecting fiddle-config (from praxis->-r /Users/x775/dev/google/timesfm/condaenv.onqwchk0.requirements.txt (line 10))
  Downloading fiddle_config-0.2.2-py3-none-any.whl.metadata (2.0 kB)

The conflict is caused by:
    praxis 1.4.0 depends on lingvo==0.12.7
    praxis 1.3.1 depends on lingvo
    praxis 1.3.0 depends on lingvo
    praxis 1.2.0 depends on lingvo
    praxis 1.1.0 depends on lingvo==0.12.7
    praxis 1.0.0 depends on lingvo==0.12.6
    praxis 0.4.0 depends on lingvo
    praxis 0.3.0 depends on lingvo
    praxis 0.2.1 depends on lingvo
    praxis 0.2.0 depends on lingvo
    praxis 0.1 depends on lingvo

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


Pip subprocess error:
  Running command git clone --filter=blob:none --quiet https://github.com/awslabs/gluon-ts.git /private/var/folders/rx/3ng5q4ld33n6ks7mm8nrqmrm0000gq/T/pip-req-build-f10csovl
  Running command git clone --filter=blob:none --quiet https://github.com/amazon-science/chronos-forecasting.git /private/var/folders/rx/3ng5q4ld33n6ks7mm8nrqmrm0000gq/T/pip-req-build-a6gv6ye5
ERROR: Cannot install -r /Users/x775/dev/google/timesfm/condaenv.onqwchk0.requirements.txt (line 10) because these package versions have conflicting dependencies.
ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

failed

CondaEnvException: Pip failed

running conda 24.4.0 on MacOS Sonoma 14.4.1 w/ M1 Max.

Attempting to install with pip directly yields

INFO: pip is looking at multiple versions of paxml to determine which version is compatible with other requirements. This could take a while.
ERROR: Ignored the following versions that require a different python version: 1.6.2 Requires-Python >=3.7,<3.10; 1.6.3 Requires-Python >=3.7,<3.10; 1.7.0 Requires-Python >=3.7,<3.10; 1.7.1 Requires-Python >=3.7,<3.10; 1.8.0 Requires-Python >=3.11
ERROR: Could not find a version that satisfies the requirement lingvo==0.12.7 (from paxml) (from versions: none)
ERROR: No matching distribution found for lingvo==0.12.7

Answer 1 · 2024-05-08T22:13:01.000Z

lingvo only supports python 3.8, 3.9 and 3.10.

conda env create python=3.10 --file=environment_cpu.yml should work.

Answer 2 · 2024-05-09T08:01:16.000Z

lingvo only supports python 3.8, 3.9 and 3.10.

conda env create python=3.10 --file=environment_cpu.yml should work.

environment_cpu.yml already specifies python=3.10, see https://github.com/google-research/timesfm/blob/master/environment_cpu.yml#L10. Specifically, the environment created is 3.10.14.

Answer 3 · 2024-05-09T09:27:32.000Z

To reproduce the issue (today) you can use the following Dockerfile (on an ARM cpu or with hardware emulation):

FROM continuumio/miniconda3@sha256:2016f249cdae34692a20d90fdb17432d07cf312992345d0e1e492bc36a12a35b
COPY environment_cpu.yml /tmp
RUN conda env create --file=/tmp/environment_cpu.yml

Answer 4 · 2024-05-09T19:15:06.000Z

Looks like lingvo lacks pip support on macOS tensorflow/lingvo#195

Answer 5 · 2024-05-10T13:53:58.000Z

Also experiencing this on Windows 10, conda 4.12.0, when running conda env create --file=environment_cpu.yml

Answer 6 · 2024-05-10T17:01:06.000Z

Looks like lingvo lacks pip support on macOS tensorflow/lingvo#195

More than that, it seems to be an issue with lingvo on ARM64. google/paxml#30

Answer 7 · 2024-05-11T08:08:17.000Z

same issue, ubuntu23.10,conda env ,python=3.10.14@sitic

Answer 8 · 2024-05-11T14:09:29.000Z

Same issue, Windows 11:
conda env create python=3.10.14 --file=environment.yml

Conda ver:

  current version: 23.1.0

Produces:

The conflict is caused by:
    praxis 1.4.0 depends on lingvo==0.12.7
    praxis 1.3.1 depends on lingvo
    praxis 1.3.0 depends on lingvo
    praxis 1.2.0 depends on lingvo
    praxis 1.1.0 depends on lingvo==0.12.7
    praxis 1.0.0 depends on jaxlib==0.4.7
    praxis 0.4.0 depends on lingvo
    praxis 0.3.0 depends on lingvo
    praxis 0.2.1 depends on lingvo
    praxis 0.2.0 depends on lingvo
    praxis 0.1 depends on lingvo

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

Pip subprocess error:
ERROR: Cannot install -r C:\Users\carlb\Downloads\timesfm-master\timesfm-master\condaenv.jfz4djp8.requirements.txt (line 3) because these package versions have conflicting dependencies.
ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

Answer 9 · 2024-05-12T20:12:54.000Z

Same issue on Windows 10, conda version 24.4.0

Answer 10 · 2024-05-13T12:46:58.000Z

Does anyone solve this problem?

Answer 11 · 2024-05-13T13:51:50.000Z

same issue

Answer 12 · 2024-05-13T15:06:00.000Z

same issue on windows 11.
conda version:

conda 23.9.0

The conflict is caused by:
    praxis 1.4.0 depends on lingvo==0.12.7
    praxis 1.3.1 depends on lingvo
    praxis 1.3.0 depends on lingvo
    praxis 1.2.0 depends on lingvo
    praxis 1.1.0 depends on lingvo==0.12.7
    praxis 1.0.0 depends on jaxlib==0.4.7
    praxis 0.4.0 depends on lingvo
    praxis 0.3.0 depends on lingvo
    praxis 0.2.1 depends on lingvo
    praxis 0.2.0 depends on lingvo
    praxis 0.1 depends on lingvo

python version (tried two):

Python 3.10.14

Python 3.9.19

Answer 13 · 2024-05-13T16:38:03.000Z

Same issue found!

The conflict is caused by:
    praxis 1.4.0 depends on lingvo==0.12.7
    praxis 1.3.1 depends on lingvo
    praxis 1.3.0 depends on lingvo
    praxis 1.2.0 depends on lingvo
    praxis 1.1.0 depends on lingvo==0.12.7
    praxis 1.0.0 depends on jaxlib==0.4.7
    praxis 0.4.0 depends on lingvo
    praxis 0.3.0 depends on lingvo
    praxis 0.2.1 depends on lingvo
    praxis 0.2.0 depends on lingvo
    praxis 0.1 depends on lingvo

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

Answer 14 · 2024-05-13T21:21:33.000Z

I also have this issue on Windows, using the CPU environment. Works fine with the GPU environment on Ubuntu.

Answer 15 · 2024-05-14T04:02:45.000Z

Same error! tried almost everything. Please fix it. Thanks.

Answer 16 · 2024-05-14T10:06:19.000Z

Same error! Mac M1 Pro. Please fix it. Thanks.

Answer 17 · 2024-05-14T15:33:00.000Z

Same error! Mac M1 Pro. Please fix it. Thanks.

The dependency lingvo does not support pip install for macOS. For now you can manually install it from the source following these instructions.

Answer 18 · 2024-05-14T15:38:01.000Z

The dependency lingvo does not support pip install for macOS.

You might want to specify that it does not support ARM, and consequentially Apple silicon (M1/M2 etc.). On older Intel Macs it should work fine, and it will not work on ARM servers. It's the architecture that is not supported, not the OS.

(Sorry this message was more for the authors/maintainers than for you!)

Answer 19 · 2024-05-15T15:12:55.000Z

the issue is that, as specified in lingvo github source file, lingvo run only on python 3.10 and 3.9
My python version was 3.12 so the package lingvo was not available (no lingvo version found when pip install lingvo is executed)

TO bypass this issue you can :
remove the following lines from the environnement file :

pip:
- huggingface_hub[cli]
- utilsforecast
- praxis
- paxml
- jax[cpu]
- einshape

do conda env create --file=environment_cpu.yml
then conda activate tfm_env

this ensure you have the correct python version installed (3.10) and not the one on your machine (first you install python 3.10 then you use pip with python 3.10,)

you can check if you have the correct python version with
python --version

then you can do pip install lingvo and since its only available on python 3.10 it should work

Update : no it still doesn't work idk why, if anyone has insight

Answer 20 · 2024-05-16T08:20:46.000Z

This issue is the killer

Answer 21 · 2024-05-17T06:50:26.000Z

This mistake discouraged 99% of people.

Answer 22 · 2024-05-17T17:28:46.000Z

(As sarusso pointed out in their earlier comment) TimesFM has a lingvo dependency. lingvo unfortunately does not support ARM, and consequentially Apple silicon (M1/M2 etc.). We are working to find a way around this issue

Answer 23 · 2024-05-18T08:38:19.000Z

pip only have the lingvo linux dist. And tried to install it from source, then we will face the issue of "tensorflow-text~=2.13.0" because tensorflow discontinue their dist on windows after 2.11.0 release. Seems the only way is to move to Linux..

Answer 24 · 2024-05-20T07:35:30.000Z

This program has been successfully run in Ubuntu.

https://github.com/lhw828/timesfm

Answer 25 · 2024-05-20T11:20:31.000Z

Solved it using WSL with Ubuntu 22.04 on Windows 11

Answer 26 · 2024-05-20T20:10:56.000Z

This won't run in a windows environment because a number of the repos are for linux only.

Answer 27 · 2024-05-21T09:18:29.000Z

just as @Blochergroup said, this is solved using WSL with Ubuntu on windows.

Answer 28 · 2024-05-22T11:21:45.000Z

I don't think using WSL with Ubuntu on Windows is an 'acceptable' solution - in the short-term while this is worked on, sure. It unfortunately makes the repository 1) difficult to get started with and to integrate into other code and 2) ties it to the OS, making it inaccessible to non-Ubuntu Linux distro users, and OSX users.

I think another solution or workaround needs to be found here.

Answer 29 · 2024-05-22T15:12:21.000Z

ERROR: Could not find a version that satisfies the requirement lingvo==0.12.7 (from paxml) (from versions: none)
ERROR: No matching distribution found for lingvo==0.12.7
PS E:\times_fm>

Answer 30 · 2024-05-22T19:40:47.000Z

windows 下的Ubuntu 安裝成功

Answer 31 · 2024-05-23T14:32:25.000Z

ERROR: Could not find a version that satisfies the requirement lingvo==0.12.7 (from paxml) (from versions: none) ERROR: No matching distribution found for lingvo==0.12.7 PS E:\times_fm>

@BrutishGuy completely agree. In the current state, the maintainers should write explicitly in the Readme:
'Doesn't run on Windows or OSX'
to avoid wasting people's time.

Answer 32 · 2024-05-24T21:05:21.000Z

lingvo only supports python 3.8, 3.9 and 3.10.

conda env create python=3.10 --file=environment_cpu.yml should work.

it doesnt work on python 3.10 either

Answer 33 · 2024-05-28T00:13:52.000Z

They never care about windows users.

Answer 34 · 2024-06-02T12:03:31.000Z

Any movement here? mac M1 meets the problem.

Answer 35 · 2024-06-20T14:07:39.000Z

windows 下的Ubuntu 安裝成功
Solved it using WSL with Ubuntu 22.04 on Windows 11

我也是用WINDOW11的WSL安装的，但是我也卡在lingvo这了，请麻烦指导一下，谢谢！
我的python是3.10，ubuntu是22.04，conda是24.1.2