Conflicts when setting up python environment on local machine

AI & Machine learning
1

Hi, I am trying to set up python environment on my macbook but I am getting error messages when i use this command 



conda env create -f https://quantra.quantinsti.com/downloads/machinelearning/environment.yml





base) nicxu@Nxs-MacBook-Air ~ % conda env create -f https://quantra.quantinsti.com/downloads/general/environment.yml

Collecting package metadata (repodata.json): done

Solving environment:  

Found conflicts! Looking for incompatible packages.

This can take several minutes.  Press CTRL-C to abort.

failed                                                         /                                                      |  

Solving environment: / 

Found conflicts! Looking for incompatible packages.

This can take several minutes.  Press CTRL-C to abort.

failed                                                                                                                -  



UnsatisfiableError: The following specifications were found to be incompatible with each other:



Output in format: Requested package -> Available versions



Package python conflicts for:

jupyterlab==3.0.14 -> ipython -> python[version='>=2.7|>=3.10,<3.11.0a0|>=3.10,<3.11.0a0|>=3.8|>=3.9|>=3.8,<3.9.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.9,<3.10.0a0|>=3.11,<3.12.0a0|>=3.7|>=3.5|>=3.11,<3.12.0a0',build=_cpython]

pandas==1.4.4 -> python[version='>=3.10,<3.11.0a0|>=3.8,<3.9.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.9,<3.10.0a0',build=_cpython]

pandas==1.4.4 -> numpy[version='>=1.21.6,<2.0a0'] -> python[version='3.10.|>=3.11,<3.12.0a0|>=3.6|>=3|3.8.|3.9.',build=_cpython]

scikit-learn==0.24.2 -> python[version='>=3.8,<3.9.0a0|>=3.9,<3.10.0a0']

ta-lib==0.4.19 -> numpy[version='>=1.21.6,<2.0a0'] -> python[version='3.10.|>=3.11,<3.12.0a0|3.8.|3.9.',build=_cpython]

pip -> python[version='>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3|>=3.6|>=3.7|>=3.9,<3.10.0a0|>=3.8,<3.9.0a0']

scipy==1.7.0 -> numpy[version='>=1.19.5,<2.0a0'] -> python[version='3.8.|>=3.10,<3.11.0a0|>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|3.9.',build=_cpython]

jupyterlab==3.0.14 -> python[version='>=3.6']

scikit-learn==0.24.2 -> joblib[version='>=0.11'] -> python[version='3.8.|>=3.10,<3.11.0a0|>=3.10,<3.11.0a0|>=3.6|>=3.11,<3.12.0a0|>=3.7|>=3.11,<3.12.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.5|3.9.',build=_cpython]

ta-lib==0.4.19 -> python[version='>=3.10,<3.11.0a0|>=3.8,<3.9.0a0|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.9,<3.10.0a0',build=_cpython]

notebook==6.5.2 -> python[version='>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3.7|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0']

python==3.9.5

notebook==6.5.2 -> argon2-cffi -> python[version='>=3.10,<3.11.0a0|>=3.6|>=3.9,<3.10.0a0|>=3.8,<3.9.0a0|>=3.8|>=3.5|>=3.6.1|>=3.11,<3.12.0a0',build=_cpython]

numba==0.53.1 -> python[version='>=3.8,<3.9.0a0|>=3.9,<3.10.0a0']

scipy==1.7.0 -> python[version='>=3.8,<3.9.0a0|>=3.9,<3.10.0a0']

numba==0.53.1 -> numpy[version='>=1.19.5,<1.21.0a0'] -> python[version='3.8.|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.7|>=3.8|>=3.10,<3.11.0a0|>=3.10,<3.11.0a0|>=3.11,<3.12.0a0|>=3.11,<3.12.0a0|3.9.',build=_cpython]

pip -> setuptools -> python[version='!=3.0,!=3.1,!=3.2,!=3.3,!=3.4|>=3.10,<3.11.0a0|>=3.8|>=3.8,<3.9.0a0|>=3.9,<3.10.0a0|>=3.11,<3.12.0a0|2.7.|>=3.6',build=*_cpython]



Package libexpat conflicts for:

notebook==6.5.2 -> python[version='>=3.7'] -> libexpat[version='>=2.5.0,<3.0a0']

pip -> python[version='>=3.7'] -> libexpat[version='>=2.5.0,<3.0a0']

jupyterlab==3.0.14 -> python[version='>=3.6'] -> libexpat[version='>=2.5.0,<3.0a0']



Package wheel conflicts for:

python==3.9.5 -> pip -> wheel

pip -> wheel

jupyterlab==3.0.14 -> jupyter-packaging[version='>=0.7,<1'] -> wheel



Package expat conflicts for:

ta-lib==0.4.19 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

scipy==1.7.0 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

pip -> python[version='>=3.7'] -> expat[version='>=2.4.1,<3.0a0']

notebook==6.5.2 -> python[version='>=3.7'] -> expat[version='>=2.4.1,<3.0a0']

numba==0.53.1 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

numpy==1.19.5 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

pandas==1.4.4 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

scikit-learn==0.24.2 -> python[version='>=3.9,<3.10.0a0'] -> expat[version='>=2.4.1,<3.0a0']

jupyterlab==3.0.14 -> python[version='>=3.6'] -> expat[version='>=2.4.1,<3.0a0']



Package setuptools conflicts for:

pandas==1.4.4 -> numexpr[version='>=2.7.1'] -> setuptools

pip -> setuptools

numba==0.53.1 -> setuptools

notebook==6.5.2 -> ipykernel -> setuptools[version='>=60']

scikit-learn==0.24.2 -> joblib[version='>=0.11'] -> setuptools

jupyterlab==3.0.14 -> ipython -> setuptools[version='>=18.5|>=60.2.0|>=46.4.0']

python==3.9.5 -> pip -> setuptools



Pack

2

Hi,



We are not able to replicate this issue. It is working fine on our end. I would suggest you try rerunning the command as sometimes it might be a temporary issue. Please do let us know if you still face the issue. 



Thanks,

Akshay

3

Even I am getting the same error





(base) aruntejbhukya@docEYno ~ % conda env create -f https://quantra.quantinsti.com/downloads/general/environment.yml

Collecting package metadata (repodata.json): done

Solving environment: | 

Found conflicts! Looking for incompatible packages.

This can take several minutes.  Press CTRL-C to abort.

failed                                                                                                                                                                                                      

Solving environment: &nbsp;

Found conflicts! Looking for incompatible packages.

This can take several minutes.  Press CTRL-C to abort.

failed                                                                                                                                                                                                   -  



UnsatisfiableError: The following specifications were found to be incompatible with each other:



Output in format: Requested package -> Available versions



Package pip conflicts for:

ta-lib==0.4.19 -> python[version='>=3.10,<3.11.0a0'] -> pip

numba==0.53.1 -> python[version='>=3.8,<3.9.0a0'] -> pip

scikit-learn==0.24.2 -> python[version='>=3.8,<3.9.0a0'] -> pip

numpy==1.19.5 -> python[version='>=3.9,<3.10.0a0'] -> pip

jupyterlab==3.0.14 -> python[version='>=3.6'] -> pip

pandas==1.4.4 -> python[version='>=3.10,<3.11.0a0'] -> pip

notebook==6.5.2 -> python[version='>=3.7'] -> pip

python==3.9.5 -> pip

scipy==1.7.0 -> python[version='>=3.8,<3.9.0a0'] -> pip



Package numpy conflicts for:

scikit-learn==0.24.2 -> numpy[version='>=1.19.5,<2.0a0']

ta-lib==0.4.19 -> numpy[version='>=1.21.6,<2.0a0']

scikit-learn==0.24.2 -> scipy -> numpy[version='>=1.19,<1.23|>=1.19,<1.25.0|>=1.19,<1.26.0|>=1.19.2,<2.0a0|>=1.19.4,<2.0a0|>=1.20.3,<1.23|>=1.20.3,<1.25|>=1.20.3,<1.26|>=1.20.3,<1.27|>=1.21.6,<1.27|>=1.21.6,<1.28|>=1.22.4,<1.28|>=1.26.0,<1.28|>=1.26.0,<2.0a0|>=1.22.4,<2.0a0|>=1.23.5,<1.28|>=1.23.5,<2.0a0|>=1.21.6,<2.0a0|>=1.23.5,<1.27|>=1.20.3,<2.0a0|>=1.21.6,<1.26|>=1.23.4,<1.26|>=1.23.4,<2.0a0|>=1.21.6,<1.25|>=1.21.5,<2.0a0|>=1.21.6,<1.23|>=1.21.4,<2.0a0|>=1.26.2,<1.28|>=1.21.5,<1.28|>=1.21,<1.27.0|>=1.23,<1.27.0|>=1.19.5,<1.27.0|>=1.23,<1.26.0|>=1.21,<1.26.0|>=1.21,<1.25.0|>=1.21,<1.23|>=1.19.5,<1.23.0|>=1.21.2,<1.23.0']

scipy==1.7.0 -> numpy[version='>=1.19.5,<2.0a0']

pandas==1.4.4 -> bottleneck[version='>=1.3.1'] -> numpy[version='>=1.20.3,<2.0a0|>=1.22.4,<2.0a0|>=1.26.0,<2.0a0|>=1.23.5,<2.0a0|>=1.23.4,<2.0a0|>=1.21.3,<2.0a0|>=1.22.3,<2.0a0|>=1.21.2,<2.0a0|>=1.26.2,<2.0a0|>=1.21.4,<2.0a0']

pandas==1.4.4 -> numpy[version='>=1.19.5,<2.0a0|>=1.21.6,<2.0a0|>=1.21.5,<2.0a0']

numpy==1.19.5

numba==0.53.1 -> numpy[version='>=1.19.5,<1.21.0a0']



Package libffi conflicts for:

scipy==1.7.0 -> python[version='>=3.8,<3.9.0a0'] -> libffi[version='>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.4,<4.0a0|>=3.4.2,<3.5.0a0|>=3.4,<3.5|>=3.3,<4.0a0']

pip -> python[version='>=3.7'] -> libffi[version='>=3.2.1,<3.3.0a0|>=3.3,<3.4.0a0|>=3.4,<4.0a0|>=3.4.2,<3.5.0a0|>=3.4,<3.5|>=3.3

4

Hi,



This error you are getting might be due to some library version conflicts with the default version of Python in Anaconda. I suggest you do a clean re-install of Anaconda from this link (select any version released in 2021 that is compatible with your OS) and then try creating the environment again. Please do let us know if you still face any issues.