pip install kats fail

Question

pip install kats fail

xiaogangzhu opened this issue a year ago · comments

Got fail always when pip install kats

Building wheels for collected packages: fbprophet, pymeeus, lit
  Building wheel for fbprophet (setup.py) ... error
  error: subprocess-exited-with-error
  
  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [49 lines of output]
 running bdist_wheel
      running build
      running build_py
      creating build
      creating build/lib
      creating build/lib/fbprophet
      creating build/lib/fbprophet/stan_model
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/tmp/pip-install-skwqxzk2/fbprophet_c4f34e779718451891a5ac53db49fa8c/setup.py", line 122, in <module>
          setup(
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/__init__.py", line 108, in setup
          return distutils.core.setup(**attrs)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 185, in setup
          return run_commands(dist)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
          dist.run_commands()
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
          self.run_command(cmd)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/dist.py", line 1221, in run_command
          super().run_command(command)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/wheel/bdist_wheel.py", line 343, in run
          self.run_command("build")
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/dist.py", line 1221, in run_command
          super().run_command(command)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/command/build.py", line 131, in run
          self.run_command(cmd_name)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
          self.distribution.run_command(command)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/dist.py", line 1221, in run_command
          super().run_command(command)
        File "/u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
          cmd_obj.run()
        File "/tmp/pip-install-skwqxzk2/fbprophet_c4f34e779718451891a5ac53db49fa8c/setup.py", line 48, in run
          build_models(target_dir)
        File "/tmp/pip-install-skwqxzk2/fbprophet_c4f34e779718451891a5ac53db49fa8c/setup.py", line 36, in build_models
          from fbprophet.models import StanBackendEnum
        File "/tmp/pip-install-skwqxzk2/fbprophet_c4f34e779718451891a5ac53db49fa8c/fbprophet/__init__.py", line 8, in <module>
          from fbprophet.forecaster import Prophet
        File "/tmp/pip-install-skwqxzk2/fbprophet_c4f34e779718451891a5ac53db49fa8c/fbprophet/forecaster.py", line 14, in <module>
          import numpy as np
      ModuleNotFoundError: No module named 'numpy'
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for fbprophet
Running setup.py install for fbprophet ... error
  error: subprocess-exited-with-error
  
  × Running setup.py install for fbprophet did not run successfully.
  │ exit code: 1
  ╰─> [11 lines of output]
      running install
      /u/xzhu57/.conda/envs/test/lib/python3.8/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
        warnings.warn(
      running build
      running build_py
      creating build
      creating build/lib
      creating build/lib/fbprophet
      creating build/lib/fbprophet/stan_model
      COMPILING THE C++ CODE FOR MODEL anon_model_dfdaf2b8ece8a02eb11f050ec701c0ec NOW.
      error: command '/usr/bin/gcc' failed with exit code 1
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure

× Encountered error while trying to install package.
╰─> fbprophet

note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure.

This is python 3.8.Anyone helps?

xiaogangzhu · Answer 1 · Wed Apr 26 2023 09:20:56 GMT+0800 (China Standard Time)

I see there is a lot of bug installing kats, can someone help improve the install performance? It will be of great help.

Hari Prasad Manimozhi · Answer 2 · Mon May 01 2023 22:39:55 GMT+0800 (China Standard Time)

I also face same error. Help to resolve.

Justin Charbonneau · Answer 3 · Fri May 12 2023 20:44:22 GMT+0800 (China Standard Time)

Same. I tried creating a virtual environment with conda create -n ts python=3.9 on my windows laptop and then simply pip install kats, but no luck.

ielasry · Answer 4 · Tue May 16 2023 05:02:15 GMT+0800 (China Standard Time)

it works for me with :
conda install compilers -c conda-forge
pip install --upgrade --no-deps --force-reinstall fbprophet

Shreyas Talamakki · Answer 5 · Wed May 17 2023 00:10:21 GMT+0800 (China Standard Time)

I'm having the same issue as well. My forecasting project was working prior to today but now it seems to be throwing the same issue when pip installing kats:

navneetsonak-external · Answer 6 · Fri May 19 2023 21:55:52 GMT+0800 (China Standard Time)

I'm having the same issue. Any resolution for this?

waqarahmed6095 · Answer 7 · Mon May 22 2023 18:50:41 GMT+0800 (China Standard Time)

This installation works for me.

Create conda environment in a particular directory

conda create --prefix ./env python=3.7

Install fbprophet

conda install -c conda-forge fbprophet

Install Kats

pip install kats

Downgrade Packaging to 21.3

Change the line 178 in the site-packages\holidays\registry.py file in conda environment
from super().init(*args, **kwargs) to super().init()

Bence Ferdinandy · Answer 8 · Mon May 22 2023 23:51:07 GMT+0800 (China Standard Time)

I got the same error as @xiaogangzhu when installing. I used python 3.7 as I noticed the requirements.txt says <python3.8 for two libs, but building fbprophet still dies. I actually managed to get to where it complains that pystan is not installed (although it is).

waqarahmed6095 · Answer 9 · Tue May 23 2023 00:55:03 GMT+0800 (China Standard Time)

Don't use requirement.txt, the simplest installation can be made using conda env. I did it today and is working

Vishaal · Answer 10 · Tue May 23 2023 04:16:04 GMT+0800 (China Standard Time)

This installation works for me.

Create conda environment in a particular directory
conda create --prefix ./env python=3.7
Install fbprophet
conda install -c conda-forge fbprophet
Install Kats
pip install kats
Downgrade Packaging to 21.3

Change the line 178 in the site-packages\holidays\registry.py file in conda environment from super().init(*args, **kwargs) to super().init()

It worked like a charm, thanks! However, I would like to add that I ended up installing a specific version of the packaging library (conda install packaging=21.3) for kats to work.

Bence Ferdinandy · Answer 11 · Tue May 23 2023 15:59:13 GMT+0800 (China Standard Time)

@waqarahmed6095 conda install -c conda-forge kats fails for me in a new 3.7 conda env. I'm giving up on this for now.

waqarahmed6095 · Answer 12 · Tue May 23 2023 16:19:28 GMT+0800 (China Standard Time)

no dont use conda install -c conda-forge kats directly. See the process
#308 (comment)
do first

conda install -c conda-forge fbprophet

This installation works for me.

Create conda environment in a particular directory
conda create --prefix ./env python=3.7
Install fbprophet
conda install -c conda-forge fbprophet
Install Kats
pip install kats
Downgrade Packaging to 21.3

Change the line 178 in the site-packages\holidays\registry.py file in conda environment from super().init(*args, **kwargs) to super().init()

Bence Ferdinandy · Answer 13 · Tue May 23 2023 16:28:05 GMT+0800 (China Standard Time)

On Tue May 23, 2023 at 10:19, waqarahmed6095 wrote: no dont use conda install -c conda-forge kats directly. See the process #308 (comment)

Thanks, I saw that, but such a manual install means it's not maintainable or easily reproducible, which makes it no-go for me.

waqarahmed6095 · Answer 14 · Tue May 23 2023 16:32:31 GMT+0800 (China Standard Time)

@ferdinandyb you have to do such installation for many libararies as they are not full maintainable

Cristian Silva · Answer 15 · Wed May 24 2023 21:20:26 GMT+0800 (China Standard Time)

I'm not sure this would help anyone but just in case. The answer #308 (comment) helped me thanks, however it didn't work straight away. I had problems installing prophet. There are some open issues about it in the repository.
Using python 3.7 in a fresh environment, the following worked for me:

pip install numpy
pip install pandas
pip install convertdate
pip install lunarcalendar
pip install holidays==0.23
pip install tqdm
pip install pystan==2.19.1.1
pip install fbprophet==0.7.1
pip install kats
pip install Packaging==21.3

Dawei Li · Answer 16 · Wed May 24 2023 22:25:24 GMT+0800 (China Standard Time)

@crisjosil's method works for me! looks like a quick and great solution at the moment

Samuele Mazzi · Answer 17 · Wed May 31 2023 20:52:47 GMT+0800 (China Standard Time)

I'm not sure this would help anyone but just in case. The answer #308 (comment) helped me thanks, however it didn't work straight away. I had problems installing prophet. There are some open issues about it in the repository. Using python 3.7 in a fresh environment, the following worked for me:

pip install numpy pip install pandas pip install convertdate pip install lunarcalendar pip install holidays==0.23 pip install tqdm pip install pystan==2.19.1.1 pip install fbprophet==0.7.1 pip install kats pip install Packaging==21.3

Actually this used to give me the original problem, but using Python 3.8 solved it

james-tyler1423 · Answer 18 · Thu Jun 01 2023 20:43:30 GMT+0800 (China Standard Time)

I am now having the same issue. I have tried all of the things listed above and still no luck. The solution by @crisjosil doesn't work for me and using python 3.8 as @SamuMazzi suggested didn't work either. Now I'm stuck.

Juhi Khubchandani · Answer 19 · Thu Jun 29 2023 14:53:21 GMT+0800 (China Standard Time)

I'm having the same issue and I'm using python 3.11.2 any leads?

Lucas.hood · Answer 20 · Thu Jul 06 2023 23:33:54 GMT+0800 (China Standard Time)

first you have to open the "anaconda prompt" as a manager
you have to Create conda environment in a particular directory, and remember activating it.
conda create --(your env name) python=3.7
Check if there is a distutils.cfg file in '\Lib\distutils' in your virtual environment path, and execute following command
conda install libpython m2w64-toolchain -c msys2
conda install numpy cython -c conda-forge
conda install matplotlib scipy pandas -c conda-forge
conda install pystan -c conda-forge
conda install fbprophet -c conda-forge
finally just
pip install kats

Amirreza Arabameri · Answer 21 · Sat Jul 08 2023 18:33:06 GMT+0800 (China Standard Time)

None of the proposed solutions worked for me directly, but they led me to find an absolute solution that works for me pretty well: (Windows 10)

Step 1: Install Anaconda on your system (https://www.anaconda.com/download)
Step 2: Create a fresh Environment on your Anaconda with Python 3.8
Step 3: Open the Terminal of the new Environment
Step 4: Install Ephem (https://anaconda.org/anaconda/ephem)
Step 5: Install Pystan (https://anaconda.org/conda-forge/pystan)
Step 6: Install Fbprophet (https://anaconda.org/conda-forge/fbprophet)
Step 7: Install Kats (https://anaconda.org/conda-forge/kats)
Step 8: Install Packaging 23.1 (https://anaconda.org/conda-forge/packaging/)
Step 9: Open Jupyter Notebook through the new Environment
Step 10: Import Kats library (from kats.consts import TimeSeriesData)
Step 11: Again install Packaging 23.1 (https://anaconda.org/conda-forge/packaging/)
Step 12: Run the cell

You have to always repeat Step 8 before using Kats if you don't want to get an Error!

Yan Mia Min · Answer 22 · Tue Jul 11 2023 14:10:15 GMT+0800 (China Standard Time)

The above method works on Mac as well, just tested. One thing to recorrect, should be:
install Packaging 21.3 instead of 23.1. :)