interpret
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interpretml
Conda Installation issues on Python 3.7: Output in format: Requested package -> Available versions
Hello, I understand that pip is the preferred method of installing packages. I'm writing this issue so that if anyone else who uses conda for their package manager to potentially follow along and potentially debug any issues I encounter.
System Settings
conda version using conda info
I replaced my account name with username
active environment : interpret-conda
active env location : C:\ProgramData\Anaconda3\envs\interpret-conda
shell level : 2
user config file : C:\Users\username\.condarc
populated config files : C:\Users\username\.condarc
conda version : 4.10.1
conda-build version : 3.21.4
python version : 3.6.12.final.0
virtual packages : __win=0=0
__archspec=1=x86_64
base environment : C:\ProgramData\Anaconda3 (writable)
conda av data dir : C:\ProgramData\Anaconda3\etc\conda
conda av metadata url : https://repo.anaconda.com/pkgs/main
channel URLs : https://repo.anaconda.com/pkgs/main/win-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/r/win-64
https://repo.anaconda.com/pkgs/r/noarch
https://repo.anaconda.com/pkgs/msys2/win-64
https://repo.anaconda.com/pkgs/msys2/noarch
package cache : C:\ProgramData\Anaconda3\pkgs
C:\Users\username\.conda\pkgs
C:\Users\username\AppData\Local\conda\conda\pkgs
envs directories : C:\ProgramData\Anaconda3\envs
C:\Users\username\.conda\envs
C:\Users\username\AppData\Local\conda\conda\envs
platform : win-64
user-agent : conda/4.10.1 requests/2.25.1 CPython/3.6.12 Windows/10 Windows/10.0.19041
administrator : True
netrc file : None
offline mode : False
Steps to reproduce my issue
1. Create a new anaconda environment with python 3.7
conda create --name interpret-conda
2. Open the new environment and verify python 3.7 is installed
conda activate interpret-conda
conda install python=3.7
3. Install interpret with conda command
conda install -c interpretml interpret
terminal output
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: -
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abort.
failed
ResolvePackageNotFound:
- salib[version='>=1.3.3']
4. install salib from conda forge
conda install -c conda-forge salib
terminal output
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: C:\ProgramData\Anaconda3\envs\interpret-conda
added / updated specs:
- salib
The following packages will be downloaded:
package | build
---------------------------|-----------------
cycler-0.10.0 | py_2 9 KB conda-forge
freetype-2.10.4 | h546665d_1 489 KB conda-forge
jbig-2.1 | h8d14728_2003 45 KB conda-forge
jpeg-9d | h8ffe710_0 366 KB conda-forge
kiwisolver-1.3.1 | py39h2e07f2f_1 58 KB conda-forge
lcms2-2.12 | h2a16943_0 882 KB conda-forge
lerc-2.2.1 | h0e60522_0 133 KB conda-forge
libblas-3.9.0 | 9_mkl 4.0 MB conda-forge
libcblas-3.9.0 | 9_mkl 4.0 MB conda-forge
libdeflate-1.7 | h8ffe710_5 61 KB conda-forge
liblapack-3.9.0 | 9_mkl 4.0 MB conda-forge
libpng-1.6.37 | h1d00b33_2 724 KB conda-forge
libtiff-4.3.0 | h0c97f57_1 1.1 MB conda-forge
matplotlib-base-3.4.2 | py39h581301d_0 7.3 MB conda-forge
mkl-2021.2.0 | hb70f87d_389 183.8 MB conda-forge
numpy-1.21.0 | py39h6635163_0 5.6 MB conda-forge
olefile-0.46 | pyh9f0ad1d_1 32 KB conda-forge
openjpeg-2.4.0 | hb211442_1 238 KB conda-forge
pandas-1.2.5 | py39h2e25243_0 10.2 MB conda-forge
pillow-8.2.0 | py39h1a9d4f7_1 784 KB conda-forge
pyparsing-2.4.7 | pyh9f0ad1d_0 60 KB conda-forge
python-dateutil-2.8.1 | py_0 220 KB conda-forge
salib-1.3.11 | py_0 1.1 MB conda-forge
tbb-2021.2.0 | h2d74725_0 138 KB conda-forge
tornado-6.1 | py39hb82d6ee_1 654 KB conda-forge
zstd-1.5.0 | h6255e5f_0 1004 KB conda-forge
------------------------------------------------------------
Total: 227.0 MB
The following NEW packages will be INSTALLED:
ca-certificates conda-forge/win-64::ca-certificates-2021.5.30-h5b45459_0
certifi conda-forge/win-64::certifi-2021.5.30-py39hcbf5309_0
cycler conda-forge/noarch::cycler-0.10.0-py_2
freetype conda-forge/win-64::freetype-2.10.4-h546665d_1
intel-openmp conda-forge/win-64::intel-openmp-2021.2.0-h57928b3_616
jbig conda-forge/win-64::jbig-2.1-h8d14728_2003
jpeg conda-forge/win-64::jpeg-9d-h8ffe710_0
kiwisolver conda-forge/win-64::kiwisolver-1.3.1-py39h2e07f2f_1
lcms2 conda-forge/win-64::lcms2-2.12-h2a16943_0
lerc conda-forge/win-64::lerc-2.2.1-h0e60522_0
libblas conda-forge/win-64::libblas-3.9.0-9_mkl
libcblas conda-forge/win-64::libcblas-3.9.0-9_mkl
libdeflate conda-forge/win-64::libdeflate-1.7-h8ffe710_5
liblapack conda-forge/win-64::liblapack-3.9.0-9_mkl
libpng conda-forge/win-64::libpng-1.6.37-h1d00b33_2
libtiff conda-forge/win-64::libtiff-4.3.0-h0c97f57_1
lz4-c conda-forge/win-64::lz4-c-1.9.3-h8ffe710_0
m2w64-gcc-libgfor~ conda-forge/win-64::m2w64-gcc-libgfortran-5.3.0-6
m2w64-gcc-libs conda-forge/win-64::m2w64-gcc-libs-5.3.0-7
m2w64-gcc-libs-co~ conda-forge/win-64::m2w64-gcc-libs-core-5.3.0-7
m2w64-gmp conda-forge/win-64::m2w64-gmp-6.1.0-2
m2w64-libwinpthre~ conda-forge/win-64::m2w64-libwinpthread-git-5.0.0.4634.697f757-2
matplotlib-base conda-forge/win-64::matplotlib-base-3.4.2-py39h581301d_0
mkl conda-forge/win-64::mkl-2021.2.0-hb70f87d_389
msys2-conda-epoch conda-forge/win-64::msys2-conda-epoch-20160418-1
numpy conda-forge/win-64::numpy-1.21.0-py39h6635163_0
olefile conda-forge/noarch::olefile-0.46-pyh9f0ad1d_1
openjpeg conda-forge/win-64::openjpeg-2.4.0-hb211442_1
openssl conda-forge/win-64::openssl-1.1.1k-h8ffe710_0
pandas conda-forge/win-64::pandas-1.2.5-py39h2e25243_0
pillow conda-forge/win-64::pillow-8.2.0-py39h1a9d4f7_1
pip conda-forge/noarch::pip-21.1.2-pyhd8ed1ab_0
pyparsing conda-forge/noarch::pyparsing-2.4.7-pyh9f0ad1d_0
python conda-forge/win-64::python-3.9.5-h7840368_0_cpython
python-dateutil conda-forge/noarch::python-dateutil-2.8.1-py_0
python_abi conda-forge/win-64::python_abi-3.9-1_cp39
pytz conda-forge/noarch::pytz-2021.1-pyhd8ed1ab_0
salib conda-forge/noarch::salib-1.3.11-py_0
scipy conda-forge/win-64::scipy-1.6.3-py39hc0c34ad_0
setuptools conda-forge/win-64::setuptools-49.6.0-py39hcbf5309_3
six conda-forge/noarch::six-1.16.0-pyh6c4a22f_0
sqlite conda-forge/win-64::sqlite-3.36.0-h8ffe710_0
tbb conda-forge/win-64::tbb-2021.2.0-h2d74725_0
tk conda-forge/win-64::tk-8.6.10-h8ffe710_1
tornado conda-forge/win-64::tornado-6.1-py39hb82d6ee_1
tzdata conda-forge/noarch::tzdata-2021a-he74cb21_0
vc conda-forge/win-64::vc-14.2-hb210afc_4
vs2015_runtime conda-forge/win-64::vs2015_runtime-14.28.29325-h5e1d092_4
wheel conda-forge/noarch::wheel-0.36.2-pyhd3deb0d_0
wincertstore conda-forge/win-64::wincertstore-0.2-py39hcbf5309_1006
xz conda-forge/win-64::xz-5.2.5-h62dcd97_1
zlib conda-forge/win-64::zlib-1.2.11-h62dcd97_1010
zstd conda-forge/win-64::zstd-1.5.0-h6255e5f_0
Proceed ([y]/n)? y
Downloading and Extracting Packages
lerc-2.2.1 | 133 KB | ############################################################################ | 100%
libdeflate-1.7 | 61 KB | ############################################################################ | 100%
python-dateutil-2.8. | 220 KB | ############################################################################ | 100%
liblapack-3.9.0 | 4.0 MB | ############################################################################ | 100%
openjpeg-2.4.0 | 238 KB | ############################################################################ | 100%
tornado-6.1 | 654 KB | ############################################################################ | 100%
libblas-3.9.0 | 4.0 MB | ############################################################################ | 100%
pillow-8.2.0 | 784 KB | ############################################################################ | 100%
kiwisolver-1.3.1 | 58 KB | ############################################################################ | 100%
cycler-0.10.0 | 9 KB | ############################################################################ | 100%
jbig-2.1 | 45 KB | ############################################################################ | 100%
mkl-2021.2.0 | 183.8 MB | ############################################################################ | 100%
salib-1.3.11 | 1.1 MB | ############################################################################ | 100%
libpng-1.6.37 | 724 KB | ############################################################################ | 100%
freetype-2.10.4 | 489 KB | ############################################################################ | 100%
jpeg-9d | 366 KB | ############################################################################ | 100%
matplotlib-base-3.4. | 7.3 MB | ############################################################################ | 100%
zstd-1.5.0 | 1004 KB | ############################################################################ | 100%
lcms2-2.12 | 882 KB | ############################################################################ | 100%
libtiff-4.3.0 | 1.1 MB | ############################################################################ | 100%
tbb-2021.2.0 | 138 KB | ############################################################################ | 100%
pandas-1.2.5 | 10.2 MB | ############################################################################ | 100%
numpy-1.21.0 | 5.6 MB | ############################################################################ | 100%
pyparsing-2.4.7 | 60 KB | ############################################################################ | 100%
olefile-0.46 | 32 KB | ############################################################################ | 100%
libcblas-3.9.0 | 4.0 MB | ############################################################################ | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
5. try reinstalling using conda after installing salib
conda install -c interpretml interpret
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: \
Found conflicts! Looking for incompatible packages.
This can take several minutes. Press CTRL-C to abor|
Examining @/win-64::__win==0=0: 50%|██████████████████████████ | 2/4 [00:00<00:00, 27.85it/s]/failed |
UnsatisfiableError: The following specifications were found to be incompatible with each other:
Output in format: Requested package -> Available versions
6. Try installing again with verbose flags for more information found from stack overflow
conda install -c interpretml interpret -vv
7. Trying installation again with suggested conda cofig
conda config --set unsatisfiable_hints True
I have attached the terminal outpus as text files conda verbose output.txt conda verbose output unsatisfiable_hints True.txt
I'm getting very similar results with conda install -c interpretml interpret. Were you ever able to install successfully? I'm reviewing my verbose results for clues now.
I'm getting very similar results with
conda install -c interpretml interpret. Were you ever able to install successfully? I'm reviewing my verbose results for clues now.
I gave up trying to resolve it. Resolving conda installation issues doesn't appear to have the highest priority. I used python -m pip install interpret to have it show up in my anaconda environment.
If you ever figure it out let me know
I'm having the same error on a clean conda environment for python 3.6, 3.7, 3.8 and 3.9:
conda install -c interpretml interpret ─╯
Collecting package metadata (current_repodata.json): -
done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
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
Hi @progressEdd, @svjunkie and @Echochi --
We now have a conda-forge package (https://anaconda.org/conda-forge/interpret). The new installation instructions are:
conda install -c conda-forge interpret
