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StatCan
Add the Pytorch channel to AAW artifactory
Is your feature request related to a problem? Please link issue ticket
This is necessary for GPU-enabled versions of pytorch, and needs to be added to artifactory so that it may be accessible by protected-b workloads
Describe the solution you'd like
Have the pytorch channel available to aaw artifactory
Describe alternatives you've considered
N/A
Additional context
Should be a small task
Given the following install
I can't seem to find cudatoolkit in the searchable pytorch/packages, though it might be available through conda-forge
I have been able to install some of the packages that the user wanted.
(upon using conda list)
Came after running, conda install torchaudio -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
To actually get this to happen, the setup was mostly simple, add a remote repository
and the gotcha is that you also need to add a virtual repository
In trying to have just one virtual repository (as in having both conda-forge and pytorch) it has failed.
It gets
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.
ResolvePackageNotFound:
- python==3.9.7
What was the command you used? I know I used -c multiple times for multiple channels (like -c pytorch -c conda-forge) and it worked for me on an internet connected system. If pytorch is already in the AAW Artifactory and access to it is enabled for regular users, I can test the installation.
@StanHatko can you test using the command conda install torchaudio -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote in your prob workspace? (or can use the command you tried earlier, just substitute the channel)
Yes that command worked for me in a newly created mostly-empty environment:
conda create -n testenv1 ipython numpy
conda activate testenv1
conda install torchaudio -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
Here is the output of the last command:
(testenv1) jovyan@test-pb2-0:~$ conda install torchaudio -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
Collecting package metadata (current_repodata.json): done
Solving environment: done
## Package Plan ##
environment location: /opt/conda/envs/testenv1
added / updated specs:
- torchaudio
The following packages will be downloaded:
package | build
---------------------------|-----------------
_openmp_mutex-4.5 | 2_kmp_llvm 6 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
cffi-1.15.1 | py310h255011f_1 232 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
cudatoolkit-10.2.89 | h713d32c_10 449.7 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libprotobuf-3.21.8 | h6239696_0 2.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
llvm-openmp-14.0.4 | he0ac6c6_0 5.8 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
mkl-2022.1.0 | h84fe81f_915 199.6 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
ninja-1.11.0 | h924138e_0 2.8 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pycparser-2.21 | pyhd8ed1ab_0 100 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pytorch-1.12.1 |cpu_py310h02c325b_1 62.3 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pytorch-mutex-1.0 | cuda 3 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
sleef-3.5.1 | h9b69904_2 1.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
tbb-2021.6.0 | h924138e_0 2.0 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
torchaudio-0.12.1 | py310_cu102 6.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
typing_extensions-4.4.0 | pyha770c72_0 29 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
------------------------------------------------------------
Total: 732.7 MB
The following NEW packages will be INSTALLED:
cffi artifactory/api/conda/conda-forge-remote/linux-64::cffi-1.15.1-py310h255011f_1
cudatoolkit artifactory/api/conda/conda-forge-remote/linux-64::cudatoolkit-10.2.89-h713d32c_10
libprotobuf artifactory/api/conda/conda-forge-remote/linux-64::libprotobuf-3.21.8-h6239696_0
llvm-openmp artifactory/api/conda/conda-forge-remote/linux-64::llvm-openmp-14.0.4-he0ac6c6_0
mkl artifactory/api/conda/conda-forge-remote/linux-64::mkl-2022.1.0-h84fe81f_915
ninja artifactory/api/conda/conda-forge-remote/linux-64::ninja-1.11.0-h924138e_0
pycparser artifactory/api/conda/conda-forge-remote/noarch::pycparser-2.21-pyhd8ed1ab_0
pytorch artifactory/api/conda/conda-forge-remote/linux-64::pytorch-1.12.1-cpu_py310h02c325b_1
pytorch-mutex artifactory/api/conda/conda-pytorch-remote/noarch::pytorch-mutex-1.0-cuda
sleef artifactory/api/conda/conda-forge-remote/linux-64::sleef-3.5.1-h9b69904_2
tbb artifactory/api/conda/conda-forge-remote/linux-64::tbb-2021.6.0-h924138e_0
torchaudio artifactory/api/conda/conda-pytorch-remote/linux-64::torchaudio-0.12.1-py310_cu102
typing_extensions artifactory/api/conda/conda-forge-remote/noarch::typing_extensions-4.4.0-pyha770c72_0
The following packages will be DOWNGRADED:
_openmp_mutex 4.5-2_gnu --> 4.5-2_kmp_llvm
Proceed ([y]/n)? y
Downloading and Extracting Packages
llvm-openmp-14.0.4 | 5.8 MB | ################################################################################################################################################################################### | 100%
pycparser-2.21 | 100 KB | ################################################################################################################################################################################### | 100%
ninja-1.11.0 | 2.8 MB | ################################################################################################################################################################################### | 100%
torchaudio-0.12.1 | 6.1 MB | ################################################################################################################################################################################### | 100%
typing_extensions-4. | 29 KB | ################################################################################################################################################################################### | 100%
mkl-2022.1.0 | 199.6 MB | ################################################################################################################################################################################### | 100%
cffi-1.15.1 | 232 KB | ################################################################################################################################################################################### | 100%
pytorch-1.12.1 | 62.3 MB | ################################################################################################################################################################################### | 100%
sleef-3.5.1 | 1.5 MB | ################################################################################################################################################################################### | 100%
libprotobuf-3.21.8 | 2.5 MB | ################################################################################################################################################################################### | 100%
cudatoolkit-10.2.89 | 449.7 MB | ################################################################################################################################################################################### | 100%
tbb-2021.6.0 | 2.0 MB | ################################################################################################################################################################################### | 100%
pytorch-mutex-1.0 | 3 KB | ################################################################################################################################################################################### | 100%
_openmp_mutex-4.5 | 6 KB | ################################################################################################################################################################################### | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: | By downloading and using the CUDA Toolkit conda packages, you accept the terms and conditions of the CUDA End User License Agreement (EULA): https://docs.nvidia.com/cuda/eula/index.html
done
I'll now check it works with a few more packages and combining both in one command.
The following command worked for me, to create a torch environment with a bunch of other packages as well:
conda create -n torchenv python==3.8.* ipython fastparquet fiona gdal geopandas matplotlib numpy p7zip pandas parallel pillow rasterio scikit-learn scipy shapely pytorch torchvision torchaudio cudatoolkit=11.3 -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
The python==3.8.* is because matplotlib (an important package) is not yet compatible with the newest python version (I've read the pre-release version of matplotlib is, but here I'm looking only at official versions). It automatically falls back to the Artifactory conda-forge for packages not specified in that channel, so no need to specify another channel in the command.
Output is:
(base) jovyan@test-pb2-0:~$ conda create -n torchenv python==3.8.* ipython fastparquet fiona gdal geopandas matplotlib numpy p7zip pandas parallel pillow rasterio scikit-learn scipy shapely pytorch torchvision torchaudio cudatoolkit=11.3 -c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: done
## Package Plan ##
environment location: /opt/conda/envs/torchenv
added / updated specs:
- cudatoolkit=11.3
- fastparquet
- fiona
- gdal
- geopandas
- ipython
- matplotlib
- numpy
- p7zip
- pandas
- parallel
- pillow
- python=3.8
- pytorch
- rasterio
- scikit-learn
- scipy
- shapely
- torchaudio
- torchvision
The following packages will be downloaded:
package | build
---------------------------|-----------------
alsa-lib-1.2.7.2 | h166bdaf_0 581 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
attr-2.5.1 | h166bdaf_1 69 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
brotlipy-0.7.0 |py38h0a891b7_1004 342 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
cffi-1.15.1 | py38h4a40e3a_1 229 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
click-8.1.3 | py38h578d9bd_0 146 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
contourpy-1.0.5 | py38h43d8883_0 234 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
cramjam-2.5.0 | py38ha8db356_0 1.4 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
cryptography-38.0.2 | py38h2b5fc30_1 1.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
curl-7.85.0 | h7bff187_0 91 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
dbus-1.13.6 | h5008d03_3 604 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
fastparquet-0.8.3 | py38h71d37f0_0 541 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
fftw-3.3.10 |nompi_hf0379b8_105 2.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
fiona-1.8.22 | py38hc72d8cd_0 969 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
fonttools-4.38.0 | py38h0a891b7_0 2.0 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
gdal-3.5.2 | py38h1f15b03_5 1.8 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
glib-2.74.0 | h6239696_0 438 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
glib-tools-2.74.0 | h6239696_0 108 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
gst-plugins-base-1.20.3 | h57caac4_2 2.8 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
gstreamer-1.20.3 | hd4edc92_2 2.0 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
hdf5-1.12.2 |nompi_h2386368_100 3.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
jack-1.9.21 | h2a1e645_0 530 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
kiwisolver-1.4.4 | py38h43d8883_0 76 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
krb5-1.19.3 | h3790be6_0 1.4 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libcap-2.66 | ha37c62d_0 97 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libclang-14.0.6 |default_h2e3cab8_0 127 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libclang13-14.0.6 |default_h3a83d3e_0 10.6 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libcups-2.3.3 | h3e49a29_2 4.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libcurl-7.85.0 | h7bff187_0 348 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libdb-6.2.32 | h9c3ff4c_0 23.3 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libevent-2.1.10 | h9b69904_4 1.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libflac-1.4.2 | h27087fc_0 411 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libgdal-3.5.2 | hf663712_5 14.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libllvm14-14.0.6 | he0ac6c6_0 35.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libnghttp2-1.47.0 | hdcd2b5c_1 808 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libogg-1.3.4 | h7f98852_1 206 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libopus-1.3.1 | h7f98852_1 255 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libpq-14.5 | hd77ab85_0 3.0 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libsndfile-1.1.0 | h27087fc_0 370 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libssh2-1.10.0 | haa6b8db_3 234 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libtool-2.4.6 | h9c3ff4c_1008 511 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libudev1-251 | h166bdaf_0 112 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libvorbis-1.3.7 | h9c3ff4c_0 280 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libxkbcommon-1.0.3 | he3ba5ed_0 581 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
libzip-1.9.2 | hc869a4a_1 97 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
markupsafe-2.1.1 | py38h0a891b7_1 22 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
matplotlib-3.6.1 | py38h578d9bd_0 7 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
matplotlib-base-3.6.1 | py38hb021067_0 7.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
mpg123-1.30.2 | h27087fc_1 512 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
mysql-common-8.0.31 | haf5c9bc_0 1.9 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
mysql-libs-8.0.31 | h28c427c_0 1.9 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
numpy-1.23.4 | py38h7042d01_0 7.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
openssl-1.1.1q | h166bdaf_1 2.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pandas-1.5.1 | py38h8f669ce_0 13.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pillow-9.2.0 | py38ha3b2c9c_2 45.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
ply-3.11 | py_1 44 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
postgresql-14.5 | hfdbbde3_0 5.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pulseaudio-14.0 | habe0971_10 1.6 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pyproj-3.4.0 | py38hd7890fc_1 507 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pyqt-5.15.7 | py38h7492b6b_1 6.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pyqt5-sip-12.11.0 | py38hfa26641_1 86 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
python-3.8.13 |h582c2e5_0_cpython 25.1 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
python_abi-3.8 | 2_cp38 4 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
pytorch-1.12.1 |py3.8_cuda11.3_cudnn8.3.2_0 1.19 GB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
qt-main-5.15.6 | hc525480_0 61.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
rasterio-1.3.3 | py38hb7ee17c_1 8.4 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
rtree-1.0.1 | py38h02d302b_0 49 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
scikit-learn-1.1.2 | py38h0b08f9b_0 8.3 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
scipy-1.9.3 | py38h8ce737c_0 26.3 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
shapely-1.8.5 | py38hc9bb657_0 366 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
sip-6.7.2 | py38hfa26641_0 539 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
tiledb-2.11.3 | h1e4a385_1 4.5 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
toml-0.10.2 | pyhd8ed1ab_0 18 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
torchaudio-0.12.1 | py38_cu113 6.2 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
torchvision-0.13.1 | py38_cu113 28.7 MB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote
tornado-6.2 | py38h0a891b7_0 653 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
unicodedata2-14.0.0 | py38h0a891b7_1 498 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
xcb-util-0.4.0 | h166bdaf_0 20 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
xcb-util-image-0.4.0 | h166bdaf_0 24 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
xcb-util-keysyms-0.4.0 | h166bdaf_0 12 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
xcb-util-renderutil-0.3.9 | h166bdaf_0 15 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
xcb-util-wm-0.4.1 | h166bdaf_0 55 KB http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-forge-remote
------------------------------------------------------------
Total: 1.57 GB
The following NEW packages will be INSTALLED:
_libgcc_mutex artifactory/api/conda/conda-forge-remote/linux-64::_libgcc_mutex-0.1-conda_forge
_openmp_mutex artifactory/api/conda/conda-forge-remote/linux-64::_openmp_mutex-4.5-2_kmp_llvm
affine artifactory/api/conda/conda-forge-remote/noarch::affine-2.3.1-pyhd8ed1ab_0
alsa-lib artifactory/api/conda/conda-forge-remote/linux-64::alsa-lib-1.2.7.2-h166bdaf_0
asttokens artifactory/api/conda/conda-forge-remote/noarch::asttokens-2.0.8-pyhd8ed1ab_0
attr artifactory/api/conda/conda-forge-remote/linux-64::attr-2.5.1-h166bdaf_1
attrs artifactory/api/conda/conda-forge-remote/noarch::attrs-22.1.0-pyh71513ae_1
backcall artifactory/api/conda/conda-forge-remote/noarch::backcall-0.2.0-pyh9f0ad1d_0
backports artifactory/api/conda/conda-forge-remote/noarch::backports-1.0-py_2
backports.functoo~ artifactory/api/conda/conda-forge-remote/noarch::backports.functools_lru_cache-1.6.4-pyhd8ed1ab_0
blas artifactory/api/conda/conda-forge-remote/linux-64::blas-2.116-mkl
blas-devel artifactory/api/conda/conda-forge-remote/linux-64::blas-devel-3.9.0-16_linux64_mkl
blosc artifactory/api/conda/conda-forge-remote/linux-64::blosc-1.21.1-h83bc5f7_3
boost-cpp artifactory/api/conda/conda-forge-remote/linux-64::boost-cpp-1.78.0-h75c5d50_1
branca artifactory/api/conda/conda-forge-remote/noarch::branca-0.5.0-pyhd8ed1ab_0
brotli artifactory/api/conda/conda-forge-remote/linux-64::brotli-1.0.9-h166bdaf_7
brotli-bin artifactory/api/conda/conda-forge-remote/linux-64::brotli-bin-1.0.9-h166bdaf_7
brotlipy artifactory/api/conda/conda-forge-remote/linux-64::brotlipy-0.7.0-py38h0a891b7_1004
bzip2 artifactory/api/conda/conda-forge-remote/linux-64::bzip2-1.0.8-h7f98852_4
c-ares artifactory/api/conda/conda-forge-remote/linux-64::c-ares-1.18.1-h7f98852_0
ca-certificates artifactory/api/conda/conda-forge-remote/linux-64::ca-certificates-2022.9.24-ha878542_0
cairo artifactory/api/conda/conda-forge-remote/linux-64::cairo-1.16.0-ha61ee94_1014
certifi artifactory/api/conda/conda-forge-remote/noarch::certifi-2022.9.24-pyhd8ed1ab_0
cffi artifactory/api/conda/conda-forge-remote/linux-64::cffi-1.15.1-py38h4a40e3a_1
cfitsio artifactory/api/conda/conda-forge-remote/linux-64::cfitsio-4.1.0-hd9d235c_0
charset-normalizer artifactory/api/conda/conda-forge-remote/noarch::charset-normalizer-2.1.1-pyhd8ed1ab_0
click artifactory/api/conda/conda-forge-remote/linux-64::click-8.1.3-py38h578d9bd_0
click-plugins artifactory/api/conda/conda-forge-remote/noarch::click-plugins-1.1.1-py_0
cligj artifactory/api/conda/conda-forge-remote/noarch::cligj-0.7.2-pyhd8ed1ab_1
contourpy artifactory/api/conda/conda-forge-remote/linux-64::contourpy-1.0.5-py38h43d8883_0
cramjam artifactory/api/conda/conda-forge-remote/linux-64::cramjam-2.5.0-py38ha8db356_0
cryptography artifactory/api/conda/conda-forge-remote/linux-64::cryptography-38.0.2-py38h2b5fc30_1
cudatoolkit artifactory/api/conda/conda-forge-remote/linux-64::cudatoolkit-11.3.1-h9edb442_10
curl artifactory/api/conda/conda-forge-remote/linux-64::curl-7.85.0-h7bff187_0
cycler artifactory/api/conda/conda-forge-remote/noarch::cycler-0.11.0-pyhd8ed1ab_0
dbus artifactory/api/conda/conda-forge-remote/linux-64::dbus-1.13.6-h5008d03_3
decorator artifactory/api/conda/conda-forge-remote/noarch::decorator-5.1.1-pyhd8ed1ab_0
executing artifactory/api/conda/conda-forge-remote/noarch::executing-1.1.1-pyhd8ed1ab_0
expat artifactory/api/conda/conda-forge-remote/linux-64::expat-2.4.9-h27087fc_0
fastparquet artifactory/api/conda/conda-forge-remote/linux-64::fastparquet-0.8.3-py38h71d37f0_0
ffmpeg artifactory/api/conda/conda-pytorch-remote/linux-64::ffmpeg-4.3-hf484d3e_0
fftw artifactory/api/conda/conda-forge-remote/linux-64::fftw-3.3.10-nompi_hf0379b8_105
fiona artifactory/api/conda/conda-forge-remote/linux-64::fiona-1.8.22-py38hc72d8cd_0
folium artifactory/api/conda/conda-forge-remote/noarch::folium-0.13.0-pyhd8ed1ab_0
font-ttf-dejavu-s~ artifactory/api/conda/conda-forge-remote/noarch::font-ttf-dejavu-sans-mono-2.37-hab24e00_0
font-ttf-inconsol~ artifactory/api/conda/conda-forge-remote/noarch::font-ttf-inconsolata-3.000-h77eed37_0
font-ttf-source-c~ artifactory/api/conda/conda-forge-remote/noarch::font-ttf-source-code-pro-2.038-h77eed37_0
font-ttf-ubuntu artifactory/api/conda/conda-forge-remote/noarch::font-ttf-ubuntu-0.83-hab24e00_0
fontconfig artifactory/api/conda/conda-forge-remote/linux-64::fontconfig-2.14.1-hc2a2eb6_0
fonts-conda-ecosy~ artifactory/api/conda/conda-forge-remote/noarch::fonts-conda-ecosystem-1-0
fonts-conda-forge artifactory/api/conda/conda-forge-remote/noarch::fonts-conda-forge-1-0
fonttools artifactory/api/conda/conda-forge-remote/linux-64::fonttools-4.38.0-py38h0a891b7_0
freetype artifactory/api/conda/conda-forge-remote/linux-64::freetype-2.12.1-hca18f0e_0
freexl artifactory/api/conda/conda-forge-remote/linux-64::freexl-1.0.6-h166bdaf_1
fsspec artifactory/api/conda/conda-forge-remote/noarch::fsspec-2022.10.0-pyhd8ed1ab_0
gdal artifactory/api/conda/conda-forge-remote/linux-64::gdal-3.5.2-py38h1f15b03_5
geopandas artifactory/api/conda/conda-forge-remote/noarch::geopandas-0.12.0-pyhd8ed1ab_0
geopandas-base artifactory/api/conda/conda-forge-remote/noarch::geopandas-base-0.12.0-pyha770c72_0
geos artifactory/api/conda/conda-forge-remote/linux-64::geos-3.11.0-h27087fc_0
geotiff artifactory/api/conda/conda-forge-remote/linux-64::geotiff-1.7.1-ha76d385_4
gettext artifactory/api/conda/conda-forge-remote/linux-64::gettext-0.21.1-h27087fc_0
giflib artifactory/api/conda/conda-forge-remote/linux-64::giflib-5.2.1-h36c2ea0_2
glib artifactory/api/conda/conda-forge-remote/linux-64::glib-2.74.0-h6239696_0
glib-tools artifactory/api/conda/conda-forge-remote/linux-64::glib-tools-2.74.0-h6239696_0
gmp artifactory/api/conda/conda-forge-remote/linux-64::gmp-6.2.1-h58526e2_0
gnutls artifactory/api/conda/conda-forge-remote/linux-64::gnutls-3.6.13-h85f3911_1
gst-plugins-base artifactory/api/conda/conda-forge-remote/linux-64::gst-plugins-base-1.20.3-h57caac4_2
gstreamer artifactory/api/conda/conda-forge-remote/linux-64::gstreamer-1.20.3-hd4edc92_2
hdf4 artifactory/api/conda/conda-forge-remote/linux-64::hdf4-4.2.15-h9772cbc_4
hdf5 artifactory/api/conda/conda-forge-remote/linux-64::hdf5-1.12.2-nompi_h2386368_100
icu artifactory/api/conda/conda-forge-remote/linux-64::icu-70.1-h27087fc_0
idna artifactory/api/conda/conda-forge-remote/noarch::idna-3.4-pyhd8ed1ab_0
ipython artifactory/api/conda/conda-forge-remote/noarch::ipython-8.5.0-pyh41d4057_1
jack artifactory/api/conda/conda-forge-remote/linux-64::jack-1.9.21-h2a1e645_0
jedi artifactory/api/conda/conda-forge-remote/noarch::jedi-0.18.1-pyhd8ed1ab_2
jinja2 artifactory/api/conda/conda-forge-remote/noarch::jinja2-3.1.2-pyhd8ed1ab_1
joblib artifactory/api/conda/conda-forge-remote/noarch::joblib-1.2.0-pyhd8ed1ab_0
jpeg artifactory/api/conda/conda-forge-remote/linux-64::jpeg-9e-h166bdaf_2
json-c artifactory/api/conda/conda-forge-remote/linux-64::json-c-0.16-hc379101_0
kealib artifactory/api/conda/conda-forge-remote/linux-64::kealib-1.4.15-ha7026e8_1
keyutils artifactory/api/conda/conda-forge-remote/linux-64::keyutils-1.6.1-h166bdaf_0
kiwisolver artifactory/api/conda/conda-forge-remote/linux-64::kiwisolver-1.4.4-py38h43d8883_0
krb5 artifactory/api/conda/conda-forge-remote/linux-64::krb5-1.19.3-h3790be6_0
lame artifactory/api/conda/conda-forge-remote/linux-64::lame-3.100-h166bdaf_1003
lcms2 artifactory/api/conda/conda-forge-remote/linux-64::lcms2-2.12-hddcbb42_0
ld_impl_linux-64 artifactory/api/conda/conda-forge-remote/linux-64::ld_impl_linux-64-2.39-hc81fddc_0
lerc artifactory/api/conda/conda-forge-remote/linux-64::lerc-4.0.0-h27087fc_0
libblas artifactory/api/conda/conda-forge-remote/linux-64::libblas-3.9.0-16_linux64_mkl
libbrotlicommon artifactory/api/conda/conda-forge-remote/linux-64::libbrotlicommon-1.0.9-h166bdaf_7
libbrotlidec artifactory/api/conda/conda-forge-remote/linux-64::libbrotlidec-1.0.9-h166bdaf_7
libbrotlienc artifactory/api/conda/conda-forge-remote/linux-64::libbrotlienc-1.0.9-h166bdaf_7
libcap artifactory/api/conda/conda-forge-remote/linux-64::libcap-2.66-ha37c62d_0
libcblas artifactory/api/conda/conda-forge-remote/linux-64::libcblas-3.9.0-16_linux64_mkl
libclang artifactory/api/conda/conda-forge-remote/linux-64::libclang-14.0.6-default_h2e3cab8_0
libclang13 artifactory/api/conda/conda-forge-remote/linux-64::libclang13-14.0.6-default_h3a83d3e_0
libcups artifactory/api/conda/conda-forge-remote/linux-64::libcups-2.3.3-h3e49a29_2
libcurl artifactory/api/conda/conda-forge-remote/linux-64::libcurl-7.85.0-h7bff187_0
libdap4 artifactory/api/conda/conda-forge-remote/linux-64::libdap4-3.20.6-hd7c4107_2
libdb artifactory/api/conda/conda-forge-remote/linux-64::libdb-6.2.32-h9c3ff4c_0
libdeflate artifactory/api/conda/conda-forge-remote/linux-64::libdeflate-1.14-h166bdaf_0
libedit artifactory/api/conda/conda-forge-remote/linux-64::libedit-3.1.20191231-he28a2e2_2
libev artifactory/api/conda/conda-forge-remote/linux-64::libev-4.33-h516909a_1
libevent artifactory/api/conda/conda-forge-remote/linux-64::libevent-2.1.10-h9b69904_4
libffi artifactory/api/conda/conda-forge-remote/linux-64::libffi-3.4.2-h7f98852_5
libflac artifactory/api/conda/conda-forge-remote/linux-64::libflac-1.4.2-h27087fc_0
libgcc-ng artifactory/api/conda/conda-forge-remote/linux-64::libgcc-ng-12.2.0-h65d4601_19
libgdal artifactory/api/conda/conda-forge-remote/linux-64::libgdal-3.5.2-hf663712_5
libgfortran-ng artifactory/api/conda/conda-forge-remote/linux-64::libgfortran-ng-12.2.0-h69a702a_19
libgfortran5 artifactory/api/conda/conda-forge-remote/linux-64::libgfortran5-12.2.0-h337968e_19
libglib artifactory/api/conda/conda-forge-remote/linux-64::libglib-2.74.0-h7a41b64_0
libiconv artifactory/api/conda/conda-forge-remote/linux-64::libiconv-1.17-h166bdaf_0
libkml artifactory/api/conda/conda-forge-remote/linux-64::libkml-1.3.0-h37653c0_1015
liblapack artifactory/api/conda/conda-forge-remote/linux-64::liblapack-3.9.0-16_linux64_mkl
liblapacke artifactory/api/conda/conda-forge-remote/linux-64::liblapacke-3.9.0-16_linux64_mkl
libllvm14 artifactory/api/conda/conda-forge-remote/linux-64::libllvm14-14.0.6-he0ac6c6_0
libnetcdf artifactory/api/conda/conda-forge-remote/linux-64::libnetcdf-4.8.1-nompi_h21705cb_104
libnghttp2 artifactory/api/conda/conda-forge-remote/linux-64::libnghttp2-1.47.0-hdcd2b5c_1
libnsl artifactory/api/conda/conda-forge-remote/linux-64::libnsl-2.0.0-h7f98852_0
libogg artifactory/api/conda/conda-forge-remote/linux-64::libogg-1.3.4-h7f98852_1
libopus artifactory/api/conda/conda-forge-remote/linux-64::libopus-1.3.1-h7f98852_1
libpng artifactory/api/conda/conda-forge-remote/linux-64::libpng-1.6.38-h753d276_0
libpq artifactory/api/conda/conda-forge-remote/linux-64::libpq-14.5-hd77ab85_0
librttopo artifactory/api/conda/conda-forge-remote/linux-64::librttopo-1.1.0-hf730bdb_11
libsndfile artifactory/api/conda/conda-forge-remote/linux-64::libsndfile-1.1.0-h27087fc_0
libspatialindex artifactory/api/conda/conda-forge-remote/linux-64::libspatialindex-1.9.3-h9c3ff4c_4
libspatialite artifactory/api/conda/conda-forge-remote/linux-64::libspatialite-5.0.1-hfbd986c_21
libsqlite artifactory/api/conda/conda-forge-remote/linux-64::libsqlite-3.39.4-h753d276_0
libssh2 artifactory/api/conda/conda-forge-remote/linux-64::libssh2-1.10.0-haa6b8db_3
libstdcxx-ng artifactory/api/conda/conda-forge-remote/linux-64::libstdcxx-ng-12.2.0-h46fd767_19
libtiff artifactory/api/conda/conda-forge-remote/linux-64::libtiff-4.4.0-h55922b4_4
libtool artifactory/api/conda/conda-forge-remote/linux-64::libtool-2.4.6-h9c3ff4c_1008
libudev1 artifactory/api/conda/conda-forge-remote/linux-64::libudev1-251-h166bdaf_0
libuuid artifactory/api/conda/conda-forge-remote/linux-64::libuuid-2.32.1-h7f98852_1000
libvorbis artifactory/api/conda/conda-forge-remote/linux-64::libvorbis-1.3.7-h9c3ff4c_0
libwebp-base artifactory/api/conda/conda-forge-remote/linux-64::libwebp-base-1.2.4-h166bdaf_0
libxcb artifactory/api/conda/conda-forge-remote/linux-64::libxcb-1.13-h7f98852_1004
libxkbcommon artifactory/api/conda/conda-forge-remote/linux-64::libxkbcommon-1.0.3-he3ba5ed_0
libxml2 artifactory/api/conda/conda-forge-remote/linux-64::libxml2-2.10.3-h7463322_0
libzip artifactory/api/conda/conda-forge-remote/linux-64::libzip-1.9.2-hc869a4a_1
libzlib artifactory/api/conda/conda-forge-remote/linux-64::libzlib-1.2.13-h166bdaf_4
llvm-openmp artifactory/api/conda/conda-forge-remote/linux-64::llvm-openmp-14.0.4-he0ac6c6_0
lz4-c artifactory/api/conda/conda-forge-remote/linux-64::lz4-c-1.9.3-h9c3ff4c_1
mapclassify artifactory/api/conda/conda-forge-remote/noarch::mapclassify-2.4.3-pyhd8ed1ab_0
markupsafe artifactory/api/conda/conda-forge-remote/linux-64::markupsafe-2.1.1-py38h0a891b7_1
matplotlib artifactory/api/conda/conda-forge-remote/linux-64::matplotlib-3.6.1-py38h578d9bd_0
matplotlib-base artifactory/api/conda/conda-forge-remote/linux-64::matplotlib-base-3.6.1-py38hb021067_0
matplotlib-inline artifactory/api/conda/conda-forge-remote/noarch::matplotlib-inline-0.1.6-pyhd8ed1ab_0
mkl artifactory/api/conda/conda-forge-remote/linux-64::mkl-2022.1.0-h84fe81f_915
mkl-devel artifactory/api/conda/conda-forge-remote/linux-64::mkl-devel-2022.1.0-ha770c72_916
mkl-include artifactory/api/conda/conda-forge-remote/linux-64::mkl-include-2022.1.0-h84fe81f_915
mpg123 artifactory/api/conda/conda-forge-remote/linux-64::mpg123-1.30.2-h27087fc_1
munch artifactory/api/conda/conda-forge-remote/noarch::munch-2.5.0-py_0
munkres artifactory/api/conda/conda-forge-remote/noarch::munkres-1.1.4-pyh9f0ad1d_0
mysql-common artifactory/api/conda/conda-forge-remote/linux-64::mysql-common-8.0.31-haf5c9bc_0
mysql-libs artifactory/api/conda/conda-forge-remote/linux-64::mysql-libs-8.0.31-h28c427c_0
ncurses artifactory/api/conda/conda-forge-remote/linux-64::ncurses-6.3-h27087fc_1
nettle artifactory/api/conda/conda-forge-remote/linux-64::nettle-3.6-he412f7d_0
networkx artifactory/api/conda/conda-forge-remote/noarch::networkx-2.8.7-pyhd8ed1ab_0
nspr artifactory/api/conda/conda-forge-remote/linux-64::nspr-4.32-h9c3ff4c_1
nss artifactory/api/conda/conda-forge-remote/linux-64::nss-3.78-h2350873_0
numpy artifactory/api/conda/conda-forge-remote/linux-64::numpy-1.23.4-py38h7042d01_0
openh264 artifactory/api/conda/conda-forge-remote/linux-64::openh264-2.1.1-h780b84a_0
openjpeg artifactory/api/conda/conda-forge-remote/linux-64::openjpeg-2.5.0-h7d73246_1
openssl artifactory/api/conda/conda-forge-remote/linux-64::openssl-1.1.1q-h166bdaf_1
p7zip artifactory/api/conda/conda-forge-remote/linux-64::p7zip-16.02-h9c3ff4c_1001
packaging artifactory/api/conda/conda-forge-remote/noarch::packaging-21.3-pyhd8ed1ab_0
pandas artifactory/api/conda/conda-forge-remote/linux-64::pandas-1.5.1-py38h8f669ce_0
parallel artifactory/api/conda/conda-forge-remote/linux-64::parallel-20220922-ha770c72_0
parso artifactory/api/conda/conda-forge-remote/noarch::parso-0.8.3-pyhd8ed1ab_0
pcre artifactory/api/conda/conda-forge-remote/linux-64::pcre-8.45-h9c3ff4c_0
pcre2 artifactory/api/conda/conda-forge-remote/linux-64::pcre2-10.37-hc3806b6_1
perl artifactory/api/conda/conda-forge-remote/linux-64::perl-5.32.1-2_h7f98852_perl5
pexpect artifactory/api/conda/conda-forge-remote/noarch::pexpect-4.8.0-pyh9f0ad1d_2
pickleshare artifactory/api/conda/conda-forge-remote/noarch::pickleshare-0.7.5-py_1003
pillow artifactory/api/conda/conda-forge-remote/linux-64::pillow-9.2.0-py38ha3b2c9c_2
pip artifactory/api/conda/conda-forge-remote/noarch::pip-22.3-pyhd8ed1ab_0
pixman artifactory/api/conda/conda-forge-remote/linux-64::pixman-0.40.0-h36c2ea0_0
ply artifactory/api/conda/conda-forge-remote/noarch::ply-3.11-py_1
poppler artifactory/api/conda/conda-forge-remote/linux-64::poppler-22.10.0-h92391eb_0
poppler-data artifactory/api/conda/conda-forge-remote/noarch::poppler-data-0.4.11-hd8ed1ab_0
postgresql artifactory/api/conda/conda-forge-remote/linux-64::postgresql-14.5-hfdbbde3_0
proj artifactory/api/conda/conda-forge-remote/linux-64::proj-9.1.0-h93bde94_0
prompt-toolkit artifactory/api/conda/conda-forge-remote/noarch::prompt-toolkit-3.0.31-pyha770c72_0
pthread-stubs artifactory/api/conda/conda-forge-remote/linux-64::pthread-stubs-0.4-h36c2ea0_1001
ptyprocess artifactory/api/conda/conda-forge-remote/noarch::ptyprocess-0.7.0-pyhd3deb0d_0
pulseaudio artifactory/api/conda/conda-forge-remote/linux-64::pulseaudio-14.0-habe0971_10
pure_eval artifactory/api/conda/conda-forge-remote/noarch::pure_eval-0.2.2-pyhd8ed1ab_0
pycparser artifactory/api/conda/conda-forge-remote/noarch::pycparser-2.21-pyhd8ed1ab_0
pygments artifactory/api/conda/conda-forge-remote/noarch::pygments-2.13.0-pyhd8ed1ab_0
pyopenssl artifactory/api/conda/conda-forge-remote/noarch::pyopenssl-22.1.0-pyhd8ed1ab_0
pyparsing artifactory/api/conda/conda-forge-remote/noarch::pyparsing-3.0.9-pyhd8ed1ab_0
pyproj artifactory/api/conda/conda-forge-remote/linux-64::pyproj-3.4.0-py38hd7890fc_1
pyqt artifactory/api/conda/conda-forge-remote/linux-64::pyqt-5.15.7-py38h7492b6b_1
pyqt5-sip artifactory/api/conda/conda-forge-remote/linux-64::pyqt5-sip-12.11.0-py38hfa26641_1
pysocks artifactory/api/conda/conda-forge-remote/noarch::pysocks-1.7.1-pyha2e5f31_6
python artifactory/api/conda/conda-forge-remote/linux-64::python-3.8.13-h582c2e5_0_cpython
python-dateutil artifactory/api/conda/conda-forge-remote/noarch::python-dateutil-2.8.2-pyhd8ed1ab_0
python_abi artifactory/api/conda/conda-forge-remote/linux-64::python_abi-3.8-2_cp38
pytorch artifactory/api/conda/conda-pytorch-remote/linux-64::pytorch-1.12.1-py3.8_cuda11.3_cudnn8.3.2_0
pytorch-mutex artifactory/api/conda/conda-pytorch-remote/noarch::pytorch-mutex-1.0-cuda
pytz artifactory/api/conda/conda-forge-remote/noarch::pytz-2022.5-pyhd8ed1ab_0
qt-main artifactory/api/conda/conda-forge-remote/linux-64::qt-main-5.15.6-hc525480_0
rasterio artifactory/api/conda/conda-forge-remote/linux-64::rasterio-1.3.3-py38hb7ee17c_1
readline artifactory/api/conda/conda-forge-remote/linux-64::readline-8.1.2-h0f457ee_0
requests artifactory/api/conda/conda-forge-remote/noarch::requests-2.28.1-pyhd8ed1ab_1
rtree artifactory/api/conda/conda-forge-remote/linux-64::rtree-1.0.1-py38h02d302b_0
scikit-learn artifactory/api/conda/conda-forge-remote/linux-64::scikit-learn-1.1.2-py38h0b08f9b_0
scipy artifactory/api/conda/conda-forge-remote/linux-64::scipy-1.9.3-py38h8ce737c_0
setuptools artifactory/api/conda/conda-forge-remote/noarch::setuptools-65.5.0-pyhd8ed1ab_0
shapely artifactory/api/conda/conda-forge-remote/linux-64::shapely-1.8.5-py38hc9bb657_0
sip artifactory/api/conda/conda-forge-remote/linux-64::sip-6.7.2-py38hfa26641_0
six artifactory/api/conda/conda-forge-remote/noarch::six-1.16.0-pyh6c4a22f_0
snappy artifactory/api/conda/conda-forge-remote/linux-64::snappy-1.1.9-hbd366e4_1
snuggs artifactory/api/conda/conda-forge-remote/noarch::snuggs-1.4.7-py_0
sqlite artifactory/api/conda/conda-forge-remote/linux-64::sqlite-3.39.4-h4ff8645_0
stack_data artifactory/api/conda/conda-forge-remote/noarch::stack_data-0.5.1-pyhd8ed1ab_0
tbb artifactory/api/conda/conda-forge-remote/linux-64::tbb-2021.6.0-h924138e_0
threadpoolctl artifactory/api/conda/conda-forge-remote/noarch::threadpoolctl-3.1.0-pyh8a188c0_0
tiledb artifactory/api/conda/conda-forge-remote/linux-64::tiledb-2.11.3-h1e4a385_1
tk artifactory/api/conda/conda-forge-remote/linux-64::tk-8.6.12-h27826a3_0
toml artifactory/api/conda/conda-forge-remote/noarch::toml-0.10.2-pyhd8ed1ab_0
torchaudio artifactory/api/conda/conda-pytorch-remote/linux-64::torchaudio-0.12.1-py38_cu113
torchvision artifactory/api/conda/conda-pytorch-remote/linux-64::torchvision-0.13.1-py38_cu113
tornado artifactory/api/conda/conda-forge-remote/linux-64::tornado-6.2-py38h0a891b7_0
traitlets artifactory/api/conda/conda-forge-remote/noarch::traitlets-5.5.0-pyhd8ed1ab_0
typing_extensions artifactory/api/conda/conda-forge-remote/noarch::typing_extensions-4.4.0-pyha770c72_0
tzcode artifactory/api/conda/conda-forge-remote/linux-64::tzcode-2022e-h166bdaf_0
tzdata artifactory/api/conda/conda-forge-remote/noarch::tzdata-2022e-h191b570_0
unicodedata2 artifactory/api/conda/conda-forge-remote/linux-64::unicodedata2-14.0.0-py38h0a891b7_1
urllib3 artifactory/api/conda/conda-forge-remote/noarch::urllib3-1.26.11-pyhd8ed1ab_0
wcwidth artifactory/api/conda/conda-forge-remote/noarch::wcwidth-0.2.5-pyh9f0ad1d_2
wheel artifactory/api/conda/conda-forge-remote/noarch::wheel-0.37.1-pyhd8ed1ab_0
xcb-util artifactory/api/conda/conda-forge-remote/linux-64::xcb-util-0.4.0-h166bdaf_0
xcb-util-image artifactory/api/conda/conda-forge-remote/linux-64::xcb-util-image-0.4.0-h166bdaf_0
xcb-util-keysyms artifactory/api/conda/conda-forge-remote/linux-64::xcb-util-keysyms-0.4.0-h166bdaf_0
xcb-util-renderut~ artifactory/api/conda/conda-forge-remote/linux-64::xcb-util-renderutil-0.3.9-h166bdaf_0
xcb-util-wm artifactory/api/conda/conda-forge-remote/linux-64::xcb-util-wm-0.4.1-h166bdaf_0
xerces-c artifactory/api/conda/conda-forge-remote/linux-64::xerces-c-3.2.4-h55805fa_1
xorg-kbproto artifactory/api/conda/conda-forge-remote/linux-64::xorg-kbproto-1.0.7-h7f98852_1002
xorg-libice artifactory/api/conda/conda-forge-remote/linux-64::xorg-libice-1.0.10-h7f98852_0
xorg-libsm artifactory/api/conda/conda-forge-remote/linux-64::xorg-libsm-1.2.3-hd9c2040_1000
xorg-libx11 artifactory/api/conda/conda-forge-remote/linux-64::xorg-libx11-1.7.2-h7f98852_0
xorg-libxau artifactory/api/conda/conda-forge-remote/linux-64::xorg-libxau-1.0.9-h7f98852_0
xorg-libxdmcp artifactory/api/conda/conda-forge-remote/linux-64::xorg-libxdmcp-1.1.3-h7f98852_0
xorg-libxext artifactory/api/conda/conda-forge-remote/linux-64::xorg-libxext-1.3.4-h7f98852_1
xorg-libxrender artifactory/api/conda/conda-forge-remote/linux-64::xorg-libxrender-0.9.10-h7f98852_1003
xorg-renderproto artifactory/api/conda/conda-forge-remote/linux-64::xorg-renderproto-0.11.1-h7f98852_1002
xorg-xextproto artifactory/api/conda/conda-forge-remote/linux-64::xorg-xextproto-7.3.0-h7f98852_1002
xorg-xproto artifactory/api/conda/conda-forge-remote/linux-64::xorg-xproto-7.0.31-h7f98852_1007
xyzservices artifactory/api/conda/conda-forge-remote/noarch::xyzservices-2022.9.0-pyhd8ed1ab_0
xz artifactory/api/conda/conda-forge-remote/linux-64::xz-5.2.6-h166bdaf_0
zlib artifactory/api/conda/conda-forge-remote/linux-64::zlib-1.2.13-h166bdaf_4
zstd artifactory/api/conda/conda-forge-remote/linux-64::zstd-1.5.2-h6239696_4
Proceed ([y]/n)? y
Downloading and Extracting Packages
hdf5-1.12.2 | 3.5 MB | ################################################################################################################################################################################### | 100%
libssh2-1.10.0 | 234 KB | ################################################################################################################################################################################### | 100%
openssl-1.1.1q | 2.1 MB | ################################################################################################################################################################################### | 100%
pytorch-1.12.1 | 1.19 GB | ################################################################################################################################################################################### | 100%
kiwisolver-1.4.4 | 76 KB | ################################################################################################################################################################################### | 100%
libpq-14.5 | 3.0 MB | ################################################################################################################################################################################### | 100%
gst-plugins-base-1.2 | 2.8 MB | ################################################################################################################################################################################### | 100%
python-3.8.13 | 25.1 MB | ################################################################################################################################################################################### | 100%
numpy-1.23.4 | 7.1 MB | ################################################################################################################################################################################### | 100%
torchaudio-0.12.1 | 6.2 MB | ################################################################################################################################################################################### | 100%
krb5-1.19.3 | 1.4 MB | ################################################################################################################################################################################### | 100%
gstreamer-1.20.3 | 2.0 MB | ################################################################################################################################################################################### | 100%
mysql-common-8.0.31 | 1.9 MB | ################################################################################################################################################################################### | 100%
libdb-6.2.32 | 23.3 MB | ################################################################################################################################################################################### | 100%
libzip-1.9.2 | 97 KB | ################################################################################################################################################################################### | 100%
libxkbcommon-1.0.3 | 581 KB | ################################################################################################################################################################################### | 100%
xcb-util-0.4.0 | 20 KB | ################################################################################################################################################################################### | 100%
fastparquet-0.8.3 | 541 KB | ################################################################################################################################################################################### | 100%
libcups-2.3.3 | 4.5 MB | ################################################################################################################################################################################### | 100%
libnghttp2-1.47.0 | 808 KB | ################################################################################################################################################################################### | 100%
libtool-2.4.6 | 511 KB | ################################################################################################################################################################################### | 100%
cramjam-2.5.0 | 1.4 MB | ################################################################################################################################################################################### | 100%
libclang13-14.0.6 | 10.6 MB | ################################################################################################################################################################################### | 100%
markupsafe-2.1.1 | 22 KB | ################################################################################################################################################################################### | 100%
libllvm14-14.0.6 | 35.2 MB | ################################################################################################################################################################################### | 100%
xcb-util-image-0.4.0 | 24 KB | ################################################################################################################################################################################### | 100%
cffi-1.15.1 | 229 KB | ################################################################################################################################################################################### | 100%
pillow-9.2.0 | 45.2 MB | ################################################################################################################################################################################### | 100%
fonttools-4.38.0 | 2.0 MB | ################################################################################################################################################################################### | 100%
rasterio-1.3.3 | 8.4 MB | ################################################################################################################################################################################### | 100%
scipy-1.9.3 | 26.3 MB | ################################################################################################################################################################################### | 100%
xcb-util-wm-0.4.1 | 55 KB | ################################################################################################################################################################################### | 100%
brotlipy-0.7.0 | 342 KB | ################################################################################################################################################################################### | 100%
shapely-1.8.5 | 366 KB | ################################################################################################################################################################################### | 100%
tornado-6.2 | 653 KB | ################################################################################################################################################################################### | 100%
libvorbis-1.3.7 | 280 KB | ################################################################################################################################################################################### | 100%
libsndfile-1.1.0 | 370 KB | ################################################################################################################################################################################### | 100%
contourpy-1.0.5 | 234 KB | ################################################################################################################################################################################### | 100%
python_abi-3.8 | 4 KB | ################################################################################################################################################################################### | 100%
libflac-1.4.2 | 411 KB | ################################################################################################################################################################################### | 100%
pulseaudio-14.0 | 1.6 MB | ################################################################################################################################################################################### | 100%
unicodedata2-14.0.0 | 498 KB | ################################################################################################################################################################################### | 100%
fiona-1.8.22 | 969 KB | ################################################################################################################################################################################### | 100%
mpg123-1.30.2 | 512 KB | ################################################################################################################################################################################### | 100%
attr-2.5.1 | 69 KB | ################################################################################################################################################################################### | 100%
alsa-lib-1.2.7.2 | 581 KB | ################################################################################################################################################################################### | 100%
pyqt5-sip-12.11.0 | 86 KB | ################################################################################################################################################################################### | 100%
jack-1.9.21 | 530 KB | ################################################################################################################################################################################### | 100%
scikit-learn-1.1.2 | 8.3 MB | ################################################################################################################################################################################### | 100%
xcb-util-keysyms-0.4 | 12 KB | ################################################################################################################################################################################### | 100%
rtree-1.0.1 | 49 KB | ################################################################################################################################################################################### | 100%
libclang-14.0.6 | 127 KB | ################################################################################################################################################################################### | 100%
fftw-3.3.10 | 2.2 MB | ################################################################################################################################################################################### | 100%
pyqt-5.15.7 | 6.2 MB | ################################################################################################################################################################################### | 100%
postgresql-14.5 | 5.5 MB | ################################################################################################################################################################################### | 100%
torchvision-0.13.1 | 28.7 MB | ################################################################################################################################################################################### | 100%
libcurl-7.85.0 | 348 KB | ################################################################################################################################################################################### | 100%
glib-2.74.0 | 438 KB | ################################################################################################################################################################################### | 100%
cryptography-38.0.2 | 1.5 MB | ################################################################################################################################################################################### | 100%
gdal-3.5.2 | 1.8 MB | ################################################################################################################################################################################### | 100%
matplotlib-3.6.1 | 7 KB | ################################################################################################################################################################################### | 100%
pandas-1.5.1 | 13.2 MB | ################################################################################################################################################################################### | 100%
libudev1-251 | 112 KB | ################################################################################################################################################################################### | 100%
xcb-util-renderutil- | 15 KB | ################################################################################################################################################################################### | 100%
toml-0.10.2 | 18 KB | ################################################################################################################################################################################### | 100%
click-8.1.3 | 146 KB | ################################################################################################################################################################################### | 100%
mysql-libs-8.0.31 | 1.9 MB | ################################################################################################################################################################################### | 100%
pyproj-3.4.0 | 507 KB | ################################################################################################################################################################################### | 100%
libgdal-3.5.2 | 14.1 MB | ################################################################################################################################################################################### | 100%
qt-main-5.15.6 | 61.5 MB | ################################################################################################################################################################################### | 100%
libogg-1.3.4 | 206 KB | ################################################################################################################################################################################### | 100%
glib-tools-2.74.0 | 108 KB | ################################################################################################################################################################################### | 100%
libopus-1.3.1 | 255 KB | ################################################################################################################################################################################### | 100%
matplotlib-base-3.6. | 7.5 MB | ################################################################################################################################################################################### | 100%
ply-3.11 | 44 KB | ################################################################################################################################################################################### | 100%
dbus-1.13.6 | 604 KB | ################################################################################################################################################################################### | 100%
sip-6.7.2 | 539 KB | ################################################################################################################################################################################### | 100%
curl-7.85.0 | 91 KB | ################################################################################################################################################################################### | 100%
tiledb-2.11.3 | 4.5 MB | ################################################################################################################################################################################### | 100%
libevent-2.1.10 | 1.1 MB | ################################################################################################################################################################################### | 100%
libcap-2.66 | 97 KB | ################################################################################################################################################################################### | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: | By downloading and using the CUDA Toolkit conda packages, you accept the terms and conditions of the CUDA End User License Agreement (EULA): https://docs.nvidia.com/cuda/eula/index.html
done
#
# To activate this environment, use
#
# $ conda activate torchenv
#
# To deactivate an active environment, use
#
# $ conda deactivate
If we can accept the "-c http://jfrog-platform-artifactory-ha.jfrog-system:8081/artifactory/api/conda/conda-pytorch-remote" as being necessary for PyTorch, then I think the issue is done, we can close it. We just need to add that to the AAW documentation. If there's a way to adjust the conda configuration so -c pytorch automatically points at that URL that would be good though. Is this Artifactory repository now fully approved and we can go ahead with it for real data (not just for testing)?
@StanHatko you are good to go with using it for real data.
And I agree fully with what you said about making it simple and having -c pytorch instead of having to pass the whole url. I am now trying to mess around with the .condarc and Artifactory itself to see if I can find a way quickly. I'll probably create a separate issue for that since out of scope for this ticket of just adding it to Artifactory / making sure it works and mention this issue in it