Installation conflict (praxis / lingvo) #1

x775 · 2024-05-08T15:41:51Z

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

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

sitic · 2024-05-08T22:13:01Z

lingvo only supports python 3.8, 3.9 and 3.10.

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

x775 · 2024-05-09T08:01:16Z

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.

sarusso · 2024-05-09T09:27:32Z

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

siriuz42 · 2024-05-09T19:15:06Z

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

eha88 · 2024-05-10T13:53:58Z

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

patricktimmons · 2024-05-10T17:01:06Z

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

luoolu · 2024-05-11T08:08:17Z

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

cbroker1 · 2024-05-11T14:09:29Z

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

matsuobasho · 2024-05-12T20:12:54Z

Same issue on Windows 10, conda version 24.4.0

tigermask1978 · 2024-05-13T12:46:58Z

Does anyone solve this problem?

skdhod · 2024-05-13T13:51:50Z

same issue

alexmarmaliuk · 2024-05-13T15:06:00Z

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

susanameiras · 2024-05-13T16:38:03Z

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

nxfi777 · 2024-05-13T21:21:33Z

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

infiniti47 · 2024-05-14T04:02:45Z

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

chenking2020 · 2024-05-14T10:06:19Z

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

nxfi777 · 2024-05-14T15:33:00Z

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.

sarusso · 2024-05-14T15:38:01Z

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!)

pdfour · 2024-05-15T15:12:55Z

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

blackcat1402 · 2024-05-16T08:20:46Z

This issue is the killer

lhw828 · 2024-05-17T06:50:26Z

This mistake discouraged 99% of people.

abhidas · 2024-05-17T17:28:46Z

(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

benjaminchensz · 2024-05-18T08:38:19Z

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..

lhw828 · 2024-05-20T07:35:30Z

This program has been successfully run in Ubuntu.

https://github.com/lhw828/timesfm

benjamin-steurer · 2024-05-20T11:20:31Z

Solved it using WSL with Ubuntu 22.04 on Windows 11

KillrBee · 2024-05-20T20:10:56Z

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

SpirosM10 · 2024-05-21T09:18:29Z

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

BrutishGuy · 2024-05-22T11:21:45Z

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.

juneedpk · 2024-05-22T15:12:21Z

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>

man0819 · 2024-05-22T19:40:47Z

windows 下的Ubuntu 安裝成功

matsuobasho · 2024-05-23T14:32:25Z

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.

juneedpk · 2024-05-24T21:05:21Z

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

sundaymemo · 2024-05-28T00:13:52Z

They never care about windows users.

enzoyes · 2024-06-02T12:03:31Z

Any movement here? mac M1 meets the problem.

ChengEast · 2024-06-20T14:07:39Z

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

uzairnz · 2024-07-21T20:55:29Z

They should properly mention supported OS like Ubuntu 22.04. I tried all the methods above but still no success.
Anyone find a proper solution to run this on Mac, Windows using Conda please do update here.

uzairnz · 2024-07-21T21:42:05Z

Solution for running this on google colab

Since I use time series models for stock forecasting. I wanted to use this new tool. Tried to install this on my local mac & windows but no success.
Then I thought made by google must run on a google powered env. So tried this on google collabs I will add link to my gist so you can try for yourself as well.

I used these mentioned techniques to run this on CPU

Set Environment Variable for JAX:
The os.environ['JAX_PLATFORMS'] = 'cpu' line is included to ensure that if any part of the code uses JAX, it defaults to the CPU.
Switch Backend to 'cpu':
The backend='cpu' parameter in the TimesFm initialization ensures that cpu is used as the backend.

You can visit this public Gist I am adding for reference.
timesfm_stock_forecasting_example
Happy Codding 😃

zeinabsobhani · 2024-07-25T23:02:39Z

Mac M3 same issue here!

uzairnz · 2024-07-29T21:24:48Z

Mac M3 same issue here!

#1 (comment)

tarushagarwal · 2024-08-01T03:19:18Z

(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

Has there been any progress on supporting ARM based Macs?

jkanniainen · 2024-08-08T07:02:49Z

Works in Google Colab, locally Mac M1 has the issue

tarushagarwal · 2024-08-08T14:17:38Z

Is there a plan to fix the M1 issue?

rajatsen91 · 2024-08-08T15:44:20Z

We are working on removing some of the paxml dependencies which should be able to make it run on arm machines. Aiming to have it within the next couple of weeks.

x775 · 2024-08-09T07:58:08Z

We are working on removing some of the paxml dependencies which should be able to make it run on arm machines. Aiming to have it within the next couple of weeks.

Sounds great, thank you!

sourabhnk · 2024-09-22T07:58:07Z

Still getting the same ERROR: Could not find a version that satisfies the requirement lingvo==0.12.7 (from paxml)

sourabhnk · 2024-09-22T07:58:47Z

Solution for running this on google colab

Since I use time series models for stock forecasting. I wanted to use this new tool. Tried to install this on my local mac & windows but no success. Then I thought made by google must run on a google powered env. So tried this on google collabs I will add link to my gist so you can try for yourself as well.

I used these mentioned techniques to run this on CPU

Set Environment Variable for JAX:

The os.environ['JAX_PLATFORMS'] = 'cpu' line is included to ensure that if any part of the code uses JAX, it defaults to the CPU.

Switch Backend to 'cpu':

The backend='cpu' parameter in the TimesFm initialization ensures that cpu is used as the backend.

You can visit this public Gist I am adding for reference. timesfm_stock_forecasting_example Happy Codding 😃

This is the best workaround. Thanks.

fevzikilas · 2024-11-26T13:51:58Z

I cant solve the problem, Windows 11, Python 3.10.11, python venv.

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:

loosen the range of package versions you've specified
remove package versions to allow pip to attempt to solve the dependency conflict

EricAlcarazdelPico · 2024-12-11T12:19:43Z

Solution for running this on google colab

Since I use time series models for stock forecasting. I wanted to use this new tool. Tried to install this on my local mac & windows but no success. Then I thought made by google must run on a google powered env. So tried this on google collabs I will add link to my gist so you can try for yourself as well.

I used these mentioned techniques to run this on CPU
* **Set Environment Variable for JAX:**

* The os.environ['JAX_PLATFORMS'] = 'cpu' line is included to ensure that if any part of the code uses JAX, it defaults to the CPU.

* **Switch Backend to 'cpu':**

* The backend='cpu' parameter in the TimesFm initialization ensures that cpu is used as the backend.
You can visit this public Gist I am adding for reference. timesfm_stock_forecasting_example Happy Codding 😃

Same issue, i was shocked when you shared the colab example, i was having trouble trying in colab enviorenment.

If someone wants also to try it, when you pip install timesfm you need to not restart the runtime, giving also my gists with steps timesFM_colab.

Do we have any news about a solution to the issue?

sarusso mentioned this issue May 9, 2024

Improve dependencies specification #3

Closed

nxfi777 mentioned this issue May 13, 2024

Unable to run timesfm due to dependency issue #19

Open

julian-fong mentioned this issue Jun 6, 2024

[ENH] Add support for TimesFM sktime/sktime#6408

Closed

geetu040 mentioned this issue Aug 4, 2024

[ENH] interface to TimesFM Forecaster sktime/sktime#6571

Merged

Installation conflict (praxis / lingvo) #1

Installation conflict (praxis / lingvo) #1

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x775 commented May 8, 2024 • edited Loading

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Solution for running this on google colab

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sourabhnk commented Sep 22, 2024

Solution for running this on google colab

fevzikilas commented Nov 26, 2024

EricAlcarazdelPico commented Dec 11, 2024

Solution for running this on google colab

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