BUG: Mac install issue

[reshamas]

Describe the issue:

Mac M1
OS: Ventura 13.4

Issue 1

When using conda create -c conda-forge -n pymc_env "pymc>=4", it installed v4.x instead of v5.x

Issue 2: BLAS

So installed using:

conda create -c conda-forge -n pymc_env "pymc>=5"
conda activate pymc_env
conda install jupyterlab
conda install notebook
conda list

with imports

import arviz as az
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import pymc as pm
import xarray as xr

WARNING (pytensor.tensor.blas): Using NumPy C-API based implementation for BLAS functions.

package list

(base) reshamas@Reshamas-MacBook-Pro-2 ~ % conda activate pymc_env 
(pymc_env) reshamas@Reshamas-MacBook-Pro-2 ~ % conda list
# packages in environment at /Users/reshamas/opt/anaconda3/envs/pymc_env:
#
# Name                    Version                   Build  Channel
anyio                     3.7.0              pyhd8ed1ab_1    conda-forge
appnope                   0.1.3              pyhd8ed1ab_0    conda-forge
argon2-cffi               21.3.0             pyhd8ed1ab_0    conda-forge
argon2-cffi-bindings      21.2.0          py311he2be06e_3    conda-forge
arviz                     0.15.1             pyhd8ed1ab_0    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
async-lru                 2.0.2              pyhd8ed1ab_0    conda-forge
atk-1.0                   2.38.0               hcb7b3dd_1    conda-forge
attrs                     23.1.0             pyh71513ae_1    conda-forge
babel                     2.12.1             pyhd8ed1ab_1    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                pyhd8ed1ab_3    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
beautifulsoup4            4.12.2             pyha770c72_0    conda-forge
blas                      2.116                  openblas    conda-forge
blas-devel                3.9.0           16_osxarm64_openblas    conda-forge
bleach                    6.0.0              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h1a8c8d9_8    conda-forge
brotli-bin                1.0.9                h1a8c8d9_8    conda-forge
bzip2                     1.0.8                h3422bc3_4    conda-forge
c-ares                    1.19.1               hb547adb_0    conda-forge
c-compiler                1.5.2                h5008568_0    conda-forge
ca-certificates           2023.5.7             hf0a4a13_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                5.3.0              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            h1e71087_1016    conda-forge
cctools                   973.0.1             hcbb26d4_13    conda-forge
cctools_osx-arm64         973.0.1             hef52d2f_13    conda-forge
certifi                   2023.5.7           pyhd8ed1ab_0    conda-forge
cffi                      1.15.1          py311hae827db_3    conda-forge
charset-normalizer        3.1.0              pyhd8ed1ab_0    conda-forge
clang                     14.0.6               hce30654_1    conda-forge
clang-14                  14.0.6          default_h5dc8d65_1    conda-forge
clang_osx-arm64           14.0.6               h15773ab_6    conda-forge
clangxx                   14.0.6          default_h610c423_1    conda-forge
clangxx_osx-arm64         14.0.6               he29aa18_6    conda-forge
cloudpickle               2.2.1              pyhd8ed1ab_0    conda-forge
comm                      0.1.3              pyhd8ed1ab_0    conda-forge
compiler-rt               14.0.6               h30b49de_0    conda-forge
compiler-rt_osx-arm64     14.0.6               h48302dc_0    conda-forge
cons                      0.4.5              pyhd8ed1ab_0    conda-forge
contourpy                 1.0.7           py311hd6ee22a_0    conda-forge
cxx-compiler              1.5.2                hffc8910_0    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
debugpy                   1.6.7           py311ha397e9f_0    conda-forge
decorator                 5.1.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
etuples                   0.3.9              pyhd8ed1ab_0    conda-forge
exceptiongroup            1.1.1              pyhd8ed1ab_0    conda-forge
executing                 1.2.0              pyhd8ed1ab_0    conda-forge
expat                     2.5.0                hb7217d7_1    conda-forge
fastprogress              1.0.3              pyhd8ed1ab_0    conda-forge
filelock                  3.12.0             pyhd8ed1ab_0    conda-forge
flit-core                 3.9.0              pyhd8ed1ab_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 hab24e00_0    conda-forge
fontconfig                2.14.2               h82840c6_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.39.4          py311heffc1b2_0    conda-forge
freetype                  2.12.1               hd633e50_1    conda-forge
fribidi                   1.0.10               h27ca646_0    conda-forge
gdk-pixbuf                2.42.10              h1ac0d0d_2    conda-forge
gettext                   0.21.1               h0186832_0    conda-forge
giflib                    5.2.1                h1a8c8d9_3    conda-forge
graphite2                 1.3.13            h9f76cd9_1001    conda-forge
graphviz                  8.0.5                h10878c0_0    conda-forge
gtk2                      2.24.33              h57013de_2    conda-forge
gts                       0.7.6                h4b6d4d6_2    conda-forge
h5netcdf                  1.1.0              pyhd8ed1ab_1    conda-forge
h5py                      3.8.0           nompi_py311ha096f4f_101    conda-forge
harfbuzz                  7.3.0                h46e5fef_0    conda-forge
hdf5                      1.14.0          nompi_h6b85c65_103    conda-forge
icu                       72.1                 he12128b_0    conda-forge
idna                      3.4                pyhd8ed1ab_0    conda-forge
importlib-metadata        6.6.0              pyha770c72_0    conda-forge
importlib_metadata        6.6.0                hd8ed1ab_0    conda-forge
importlib_resources       5.12.0             pyhd8ed1ab_0    conda-forge
ipykernel                 6.23.1             pyh736e0ef_0    conda-forge
ipython                   8.13.2             pyhd1c38e8_0    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
jedi                      0.18.2             pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_1    conda-forge
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                4.17.3             pyhd8ed1ab_0    conda-forge
jupyter-lsp               2.2.0              pyhd8ed1ab_0    conda-forge
jupyter_client            8.2.0              pyhd8ed1ab_0    conda-forge
jupyter_core              5.3.0           py311h267d04e_0    conda-forge
jupyter_events            0.6.3              pyhd8ed1ab_0    conda-forge
jupyter_server            2.6.0              pyhd8ed1ab_0    conda-forge
jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
jupyterlab                4.0.1              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    conda-forge
jupyterlab_server         2.22.1             pyhd8ed1ab_0    conda-forge
kiwisolver                1.4.4           py311hd6ee22a_1    conda-forge
krb5                      1.20.1               h69eda48_0    conda-forge
lcms2                     2.15                 hd835a16_1    conda-forge
ld64                      609                 h619f069_13    conda-forge
ld64_osx-arm64            609                 h7167370_13    conda-forge
lerc                      4.0.0                h9a09cb3_0    conda-forge
libaec                    1.0.6                hb7217d7_1    conda-forge
libblas                   3.9.0           16_osxarm64_openblas    conda-forge
libbrotlicommon           1.0.9                h1a8c8d9_8    conda-forge
libbrotlidec              1.0.9                h1a8c8d9_8    conda-forge
libbrotlienc              1.0.9                h1a8c8d9_8    conda-forge
libcblas                  3.9.0           16_osxarm64_openblas    conda-forge
libclang-cpp14            14.0.6          default_h5dc8d65_1    conda-forge
libcurl                   8.1.2                h912dcd9_0    conda-forge
libcxx                    16.0.4               h4653b0c_0    conda-forge
libdeflate                1.18                 h1a8c8d9_0    conda-forge
libedit                   3.1.20191231         hc8eb9b7_2    conda-forge
libev                     4.33                 h642e427_1    conda-forge
libexpat                  2.5.0                hb7217d7_1    conda-forge
libffi                    3.4.2                h3422bc3_5    conda-forge
libgd                     2.3.3                h939342b_6    conda-forge
libgfortran               5.0.0           12_2_0_hd922786_31    conda-forge
libgfortran5              12.2.0              h0eea778_31    conda-forge
libglib                   2.76.3               h24e9cb9_0    conda-forge
libiconv                  1.17                 he4db4b2_0    conda-forge
libjpeg-turbo             2.1.5.1              h1a8c8d9_0    conda-forge
liblapack                 3.9.0           16_osxarm64_openblas    conda-forge
liblapacke                3.9.0           16_osxarm64_openblas    conda-forge
libllvm14                 14.0.6               hd1a9a77_2    conda-forge
libnghttp2                1.52.0               hae82a92_0    conda-forge
libopenblas               0.3.21          openmp_hc731615_3    conda-forge
libpng                    1.6.39               h76d750c_0    conda-forge
librsvg                   2.56.1               h0db3404_0    conda-forge
libsodium                 1.0.18               h27ca646_1    conda-forge
libsqlite                 3.42.0               hb31c410_0    conda-forge
libssh2                   1.10.0               h7a5bd25_3    conda-forge
libtiff                   4.5.0                h4f7d55c_6    conda-forge
libtool                   2.4.7                hb7217d7_0    conda-forge
libwebp                   1.3.0                h66d6964_0    conda-forge
libwebp-base              1.3.0                h1a8c8d9_0    conda-forge
libxcb                    1.15                 hf346824_0    conda-forge
libxml2                   2.11.4               he3bdae6_0    conda-forge
libzlib                   1.2.13               h03a7124_4    conda-forge
llvm-openmp               16.0.4               h1c12783_0    conda-forge
llvm-tools                14.0.6               hd1a9a77_2    conda-forge
logical-unification       0.4.6              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.2           py311he2be06e_0    conda-forge
matplotlib-base           3.7.1           py311h99a5f44_0    conda-forge
matplotlib-inline         0.1.6              pyhd8ed1ab_0    conda-forge
minikanren                1.0.3              pyhd8ed1ab_0    conda-forge
mistune                   2.0.5              pyhd8ed1ab_0    conda-forge
multipledispatch          0.6.0                      py_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
nbclassic                 1.0.0              pyh8b2e9e2_0    conda-forge
nbclient                  0.8.0              pyhd8ed1ab_0    conda-forge
nbconvert-core            7.4.0              pyhd8ed1ab_0    conda-forge
nbformat                  5.9.0              pyhd8ed1ab_0    conda-forge
ncurses                   6.3                  h07bb92c_1    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    conda-forge
notebook                  6.5.4              pyha770c72_0    conda-forge
notebook-shim             0.2.3              pyhd8ed1ab_0    conda-forge
numpy                     1.24.3          py311hb8f3215_0    conda-forge
openblas                  0.3.21          openmp_hf78f355_3    conda-forge
openjpeg                  2.5.0                hbc2ba62_2    conda-forge
openssl                   3.1.1                h53f4e23_1    conda-forge
overrides                 7.3.1              pyhd8ed1ab_0    conda-forge
packaging                 23.1               pyhd8ed1ab_0    conda-forge
pandas                    2.0.2           py311h9e438b8_0    conda-forge
pandocfilters             1.5.0              pyhd8ed1ab_0    conda-forge
pango                     1.50.14              h9f7e0c6_1    conda-forge
parso                     0.8.3              pyhd8ed1ab_0    conda-forge
pcre2                     10.40                hb34f9b4_0    conda-forge
pexpect                   4.8.0              pyh1a96a4e_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pillow                    9.5.0           py311h095fde6_1    conda-forge
pip                       23.1.2             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h27ca646_0    conda-forge
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    conda-forge
platformdirs              3.5.1              pyhd8ed1ab_0    conda-forge
pooch                     1.7.0              pyha770c72_3    conda-forge
prometheus_client         0.17.0             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.38             pyha770c72_0    conda-forge
prompt_toolkit            3.0.38               hd8ed1ab_0    conda-forge
psutil                    5.9.5           py311he2be06e_0    conda-forge
pthread-stubs             0.4               h27ca646_1001    conda-forge
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pure_eval                 0.2.2              pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    conda-forge
pygments                  2.15.1             pyhd8ed1ab_0    conda-forge
pymc                      5.3.0                hd8ed1ab_0    conda-forge
pymc-base                 5.3.0              pyhd8ed1ab_0    conda-forge
pyobjc-core               9.1.1           py311h490943d_0    conda-forge
pyobjc-framework-cocoa    9.1.1           py311h490943d_0    conda-forge
pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
pyrsistent                0.19.3          py311he2be06e_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytensor                  2.11.1          py311h7cb1554_0    conda-forge
pytensor-base             2.11.1          py311ha397e9f_0    conda-forge
python                    3.11.3          h1456518_0_cpython    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
python-fastjsonschema     2.17.1             pyhd8ed1ab_0    conda-forge
python-graphviz           0.20.1             pyh22cad53_0    conda-forge
python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
python-tzdata             2023.3             pyhd8ed1ab_0    conda-forge
python_abi                3.11                    3_cp311    conda-forge
pytz                      2023.3             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0             py311he2be06e_5    conda-forge
pyzmq                     25.1.0          py311hb1af645_0    conda-forge
readline                  8.2                  h92ec313_1    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
scipy                     1.10.1          py311h93d07a4_3    conda-forge
send2trash                1.8.2              pyhd1c38e8_0    conda-forge
setuptools                67.7.2             pyhd8ed1ab_0    conda-forge
sigtool                   0.1.3                h44b9a77_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sniffio                   1.3.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    conda-forge
stack_data                0.6.2              pyhd8ed1ab_0    conda-forge
tapi                      1100.0.11            he4954df_0    conda-forge
terminado                 0.17.1             pyhd1c38e8_0    conda-forge
tinycss2                  1.2.1              pyhd8ed1ab_0    conda-forge
tk                        8.6.12               he1e0b03_0    conda-forge
tomli                     2.0.1              pyhd8ed1ab_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    conda-forge
tornado                   6.3.2           py311heffc1b2_0    conda-forge
traitlets                 5.9.0              pyhd8ed1ab_0    conda-forge
typing-extensions         4.6.2                hd8ed1ab_0    conda-forge
typing_extensions         4.6.2              pyha770c72_0    conda-forge
typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
urllib3                   2.0.2              pyhd8ed1ab_0    conda-forge
watermark                 2.3.1              pyhd8ed1ab_1    conda-forge
wcwidth                   0.2.6              pyhd8ed1ab_0    conda-forge
webencodings              0.5.1                      py_1    conda-forge
websocket-client          1.5.2              pyhd8ed1ab_0    conda-forge
wheel                     0.40.0             pyhd8ed1ab_0    conda-forge
xarray                    2023.5.0           pyhd8ed1ab_0    conda-forge
xarray-einstats           0.5.1              pyhd8ed1ab_0    conda-forge
xorg-libxau               1.0.11               hb547adb_0    conda-forge
xorg-libxdmcp             1.1.3                h27ca646_0    conda-forge
xz                        5.2.6                h57fd34a_0    conda-forge
yaml                      0.2.5                h3422bc3_2    conda-forge
zeromq                    4.3.4                hbdafb3b_1    conda-forge
zipp                      3.15.0             pyhd8ed1ab_0    conda-forge
zlib                      1.2.13               h03a7124_4    conda-forge
zstd                      1.5.2                hf913c23_6    conda-forge
(pymc_env) reshamas@Reshamas-MacBook-Pro-2 ~ % 

@Mar

Reproduceable code example:

xxx

Error message:

No response

PyMC version information:

xxx

Context for the issue:

No response

[reshamas]

cc: @maresb

[notluquis]

Same warning here, and in addition to the main issue, I am also encountering a dependencies problem when trying to install PyMC version 5.4 or 5.4.1 via Conda-forge using Miniconda with Python 3.11. MacBook Air M2, with Python 3.11 and Ventura.

[maresb]

Using conda-lock with platform osx-arm64 I tried and failed to reproduce issue 1. I end up with PyMC v5.3.0 running on Python 3.11.3.

[twiecki]

When using conda create -c conda-forge -n pymc_env "pymc>=4", it installed v4.x instead of v5.x

Are those installation instructions you found online somewhere? Should say 5 there.

As to issue 2, it's odd because openblas is installed so why wouldn't it use that?

[artificial-agent]

I too am receiving this warning with a fresh conda environment with only pymc5 installed.

I am running an on a M2 mac.

[twiecki]

Can you post the output of conda list?

[artificial-agent]

The following warning:

"WARNING (pytensor.tensor.blas): Using NumPy C-API based implementation for BLAS functions."

[ricardoV94]

We improved several things in the conda recipe. Hopefully the issues are gone. Feel free to reopen if not

[kajen3]

I'm also getting this warning.

Command to install:
micromamba create --name pymc_eda --channel conda-forge --channel nodefaults "pymc>=5"

I'm working on a M1 with Sonoma 14.7.

 Name                                Version       Build                        Channel    
──────────────────────────────────────────────────────────────────────────────────────────────
  accelerate                          1.0.1         pyhd8ed1ab_0                 conda-forge
  arviz                               0.20.0        pyhd8ed1ab_0                 conda-forge
  atk-1.0                             2.38.0        hd03087b_2                   conda-forge
  blas                                2.124         openblas                     conda-forge
  blas-devel                          3.9.0         24_osxarm64_openblas         conda-forge
  brotli                              1.1.0         hd74edd7_2                   conda-forge
  brotli-bin                          1.1.0         hd74edd7_2                   conda-forge
  brotli-python                       1.1.0         py312hde4cb15_2              conda-forge
  bzip2                               1.0.8         h99b78c6_7                   conda-forge
  c-ares                              1.34.1        hd74edd7_0                   conda-forge
  ca-certificates                     2024.8.30     hf0a4a13_0                   conda-forge
  cached-property                     1.5.2         hd8ed1ab_1                   conda-forge
  cached_property                     1.5.2         pyha770c72_1                 conda-forge
  cachetools                          5.5.0         pyhd8ed1ab_0                 conda-forge
  cairo                               1.18.0        hb4a6bf7_3                   conda-forge
  cctools_osx-arm64                   1010.6        h4208deb_1                   conda-forge
  certifi                             2024.8.30     pyhd8ed1ab_0                 conda-forge
  cffi                                1.17.1        py312h0fad829_0              conda-forge
  charset-normalizer                  3.4.0         pyhd8ed1ab_0                 conda-forge
  clang                               17.0.6        default_h360f5da_7           conda-forge
  clang-17                            17.0.6        default_h146c034_7           conda-forge
  clang_impl_osx-arm64                17.0.6        he47c785_21                  conda-forge
  clang_osx-arm64                     17.0.6        h54d7cd3_21                  conda-forge
  clangxx                             17.0.6        default_h360f5da_7           conda-forge
  clangxx_impl_osx-arm64              17.0.6        h50f59cd_21                  conda-forge
  clangxx_osx-arm64                   17.0.6        h54d7cd3_21                  conda-forge
  cloudpickle                         3.1.0         pyhd8ed1ab_0                 conda-forge
  colorama                            0.4.6         pyhd8ed1ab_0                 conda-forge
  compiler-rt                         17.0.6        h856b3c1_2                   conda-forge
  compiler-rt_osx-arm64               17.0.6        h832e737_2                   conda-forge
  cons                                0.4.6         pyhd8ed1ab_0                 conda-forge
  contourpy                           1.3.0         py312h6142ec9_2              conda-forge
  cpython                             3.12.7        py312hd8ed1ab_0              conda-forge
  cycler                              0.12.1        pyhd8ed1ab_0                 conda-forge
  etuples                             0.3.9         pyhd8ed1ab_0                 conda-forge
  expat                               2.6.3         hf9b8971_0                   conda-forge
  filelock                            3.16.1        pyhd8ed1ab_0                 conda-forge
  font-ttf-dejavu-sans-mono           2.37          hab24e00_0                   conda-forge
  font-ttf-inconsolata                3.000         h77eed37_0                   conda-forge
  font-ttf-source-code-pro            2.038         h77eed37_0                   conda-forge
  font-ttf-ubuntu                     0.83          h77eed37_3                   conda-forge
  fontconfig                          2.14.2        h82840c6_0                   conda-forge
  fonts-conda-ecosystem               1             0                            conda-forge
  fonts-conda-forge                   1             0                            conda-forge
  fonttools                           4.54.1        py312h024a12e_0              conda-forge
  freetype                            2.12.1        hadb7bae_2                   conda-forge
  fribidi                             1.0.10        h27ca646_0                   conda-forge
  fsspec                              2024.9.0      pyhff2d567_0                 conda-forge
  gdk-pixbuf                          2.42.12       h7ddc832_0                   conda-forge
  gmp                                 6.3.0         h7bae524_2                   conda-forge
  gmpy2                               2.1.5         py312h87fada9_2              conda-forge
  graphite2                           1.3.13        hebf3989_1003                conda-forge
  graphviz                            12.0.0        hbf8cc41_0                   conda-forge
  gtk2                                2.24.33       h91d5085_5                   conda-forge
  gts                                 0.7.6         he42f4ea_4                   conda-forge
  h2                                  4.1.0         pyhd8ed1ab_0                 conda-forge
  h5netcdf                            1.4.0         pyhd8ed1ab_0                 conda-forge
  h5py                                3.11.0        nompi_py312h3cd0824_103      conda-forge
  harfbuzz                            9.0.0         h997cde5_1                   conda-forge
  hdf5                                1.14.3        nompi_hec07895_105           conda-forge
  hpack                               4.0.0         pyh9f0ad1d_0                 conda-forge
  huggingface_hub                     0.25.2        pyh0610db2_0                 conda-forge
  hyperframe                          6.0.1         pyhd8ed1ab_0                 conda-forge
  icu                                 75.1          hfee45f7_0                   conda-forge
  idna                                3.10          pyhd8ed1ab_0                 conda-forge
  jinja2                              3.1.4         pyhd8ed1ab_0                 conda-forge
  kiwisolver                          1.4.7         py312h6142ec9_0              conda-forge
  krb5                                1.21.3        h237132a_0                   conda-forge
  lcms2                               2.16          ha0e7c42_0                   conda-forge
  ld64_osx-arm64                      951.9         hc81425b_1                   conda-forge
  lerc                                4.0.0         h9a09cb3_0                   conda-forge
  libabseil                           20240722.0    cxx17_hf9b8971_1             conda-forge
  libaec                              1.1.3         hebf3989_0                   conda-forge
  libblas                             3.9.0         24_osxarm64_openblas         conda-forge
  libbrotlicommon                     1.1.0         hd74edd7_2                   conda-forge
  libbrotlidec                        1.1.0         hd74edd7_2                   conda-forge
  libbrotlienc                        1.1.0         hd74edd7_2                   conda-forge
  libcblas                            3.9.0         24_osxarm64_openblas         conda-forge
  libclang-cpp17                      17.0.6        default_h146c034_7           conda-forge
  libcurl                             8.10.1        h13a7ad3_0                   conda-forge
  libcxx                              19.1.1        ha82da77_0                   conda-forge
  libcxx-devel                        17.0.6        h86353a2_6                   conda-forge
  libdeflate                          1.22          hd74edd7_0                   conda-forge
  libedit                             3.1.20191231  hc8eb9b7_2                   conda-forge
  libev                               4.33          h93a5062_2                   conda-forge
  libexpat                            2.6.3         hf9b8971_0                   conda-forge
  libffi                              3.4.2         h3422bc3_5                   conda-forge
  libgd                               2.3.3         hac1b3a8_10                  conda-forge
  libgfortran                         5.0.0         13_2_0_hd922786_3            conda-forge
  libgfortran5                        13.2.0        hf226fd6_3                   conda-forge
  libglib                             2.82.1        h4821c08_1                   conda-forge
  libiconv                            1.17          h0d3ecfb_2                   conda-forge
  libintl                             0.22.5        h8414b35_3                   conda-forge
  libjpeg-turbo                       3.0.0         hb547adb_1                   conda-forge
  liblapack                           3.9.0         24_osxarm64_openblas         conda-forge
  liblapacke                          3.9.0         24_osxarm64_openblas         conda-forge
  libllvm17                           17.0.6        h5090b49_2                   conda-forge
  libnghttp2                          1.58.0        ha4dd798_1                   conda-forge
  libopenblas                         0.3.27        openmp_h517c56d_1            conda-forge
  libpng                              1.6.44        hc14010f_0                   conda-forge
  libprotobuf                         5.27.5        h53f8970_2                   conda-forge
  librsvg                             2.58.4        h40956f1_0                   conda-forge
  libsqlite                           3.46.1        hc14010f_0                   conda-forge
  libssh2                             1.11.0        h7a5bd25_0                   conda-forge
  libtiff                             4.7.0         hfce79cd_1                   conda-forge
  libtorch                            2.4.1         cpu_generic_ha423abe_1       conda-forge
  libuv                               1.49.1        h7ab814d_0                   conda-forge
  libwebp-base                        1.4.0         h93a5062_0                   conda-forge
  libxcb                              1.17.0        hdb1d25a_0                   conda-forge
  libxml2                             2.12.7        h01dff8b_4                   conda-forge
  libzlib                             1.3.1         h8359307_2                   conda-forge
  llvm-openmp                         19.1.1        hb52a8e5_1                   conda-forge
  llvm-tools                          17.0.6        h5090b49_2                   conda-forge
  logical-unification                 0.4.6         pyhd8ed1ab_0                 conda-forge
  macosx_deployment_target_osx-arm64  11.0          h6553868_1                   conda-forge
  markdown-it-py                      3.0.0         pyhd8ed1ab_0                 conda-forge
  markupsafe                          3.0.1         py312h906988d_1              conda-forge
  matplotlib-base                     3.9.2         py312h9bd0bc6_1              conda-forge
  mdurl                               0.1.2         pyhd8ed1ab_0                 conda-forge
  minikanren                          1.0.3         pyhd8ed1ab_0                 conda-forge
  mpc                                 1.3.1         h8f1351a_1                   conda-forge
  mpfr                                4.2.1         hb693164_3                   conda-forge
  mpmath                              1.3.0         pyhd8ed1ab_0                 conda-forge
  multipledispatch                    0.6.0         pyhd8ed1ab_1                 conda-forge
  munkres                             1.1.4         pyh9f0ad1d_0                 conda-forge
  ncurses                             6.5           h7bae524_1                   conda-forge
  networkx                            3.4.1         pyhd8ed1ab_0                 conda-forge
  nomkl                               1.0           h5ca1d4c_0                   conda-forge
  numpy                               1.26.4        py312h8442bc7_0              conda-forge
  openblas                            0.3.27        openmp_h560b219_1            conda-forge
  openjpeg                            2.5.2         h9f1df11_0                   conda-forge
  openssl                             3.3.2         h8359307_0                   conda-forge
  packaging                           24.1          pyhd8ed1ab_0                 conda-forge
  pandas                              2.2.3         py312hcd31e36_1              conda-forge
  pango                               1.54.0        h9ee27a3_2                   conda-forge
  pcre2                               10.44         h297a79d_2                   conda-forge
  pillow                              10.4.0        py312h8609ca0_1              conda-forge
  pip                                 24.2          pyh8b19718_1                 conda-forge
  pixman                              0.43.4        hebf3989_0                   conda-forge
  psutil                              6.0.0         py312h0bf5046_2              conda-forge
  pthread-stubs                       0.4           hd74edd7_1002                conda-forge
  pycparser                           2.22          pyhd8ed1ab_0                 conda-forge
  pygments                            2.18.0        pyhd8ed1ab_0                 conda-forge
  pymc                                5.17.0        hd8ed1ab_0                   conda-forge
  pymc-base                           5.17.0        pyhd8ed1ab_0                 conda-forge
  pyparsing                           3.2.0         pyhd8ed1ab_1                 conda-forge
  pysocks                             1.7.1         pyha2e5f31_6                 conda-forge
  pytensor                            2.25.5        py312h3f593ad_0              conda-forge
  pytensor-base                       2.25.5        py312h02baea5_0              conda-forge
  python                              3.12.7        h739c21a_0_cpython           conda-forge
  python-dateutil                     2.9.0         pyhd8ed1ab_0                 conda-forge
  python-graphviz                     0.20.3        pyhe28f650_1                 conda-forge
  python-tzdata                       2024.2        pyhd8ed1ab_0                 conda-forge
  python_abi                          3.12          5_cp312                      conda-forge
  pytorch                             2.4.1         cpu_generic_py312h511f27d_1  conda-forge
  pytz                                2024.1        pyhd8ed1ab_0                 conda-forge
  pyyaml                              6.0.2         py312h024a12e_1              conda-forge
  qhull                               2020.2        h420ef59_5                   conda-forge
  readline                            8.2           h92ec313_1                   conda-forge
  requests                            2.32.3        pyhd8ed1ab_0                 conda-forge
  rich                                13.9.2        pyhd8ed1ab_0                 conda-forge
  safetensors                         0.4.5         py312he431725_0              conda-forge
  scipy                               1.14.1        py312heb3a901_0              conda-forge
  setuptools                          75.1.0        pyhd8ed1ab_0                 conda-forge
  sigtool                             0.1.3         h44b9a77_0                   conda-forge
  six                                 1.16.0        pyh6c4a22f_0                 conda-forge
  sleef                               3.7           h7783ee8_0                   conda-forge
  sympy                               1.13.3        pyh2585a3b_104               conda-forge
  tapi                                1300.6.5      h03f4b80_0                   conda-forge
  threadpoolctl                       3.5.0         pyhc1e730c_0                 conda-forge
  tk                                  8.6.13        h5083fa2_1                   conda-forge
  toolz                               1.0.0         pyhd8ed1ab_0                 conda-forge
  tqdm                                4.66.5        pyhd8ed1ab_0                 conda-forge
  typing-extensions                   4.12.2        hd8ed1ab_0                   conda-forge
  typing_extensions                   4.12.2        pyha770c72_0                 conda-forge
  tzdata                              2024b         hc8b5060_0                   conda-forge
  urllib3                             2.2.3         pyhd8ed1ab_0                 conda-forge
  wheel                               0.44.0        pyhd8ed1ab_0                 conda-forge
  xarray                              2024.9.0      pyhd8ed1ab_1                 conda-forge
  xarray-einstats                     0.8.0         pyhd8ed1ab_0                 conda-forge
  xorg-libxau                         1.0.11        hd74edd7_1                   conda-forge
  xorg-libxdmcp                       1.1.5         hd74edd7_0                   conda-forge
  xz                                  5.2.6         h57fd34a_0                   conda-forge
  yaml                                0.2.5         h3422bc3_2                   conda-forge
  zlib                                1.3.1         h8359307_2                   conda-forge
  zstandard                           0.23.0        py312h15fbf35_1              conda-forge
  zstd                                1.5.6         hb46c0d2_0                   conda-forge