Causalml install errors #671

MingyueHe · 2023-08-26T18:23:21Z

Describe the bug
Causalml cannot be properly installed.

To Reproduce

Firstly, I tried to use the command "conda install -c conda-forge causalml" to install causalml, but I got the following problems.

Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.

PackagesNotFoundError: The following packages are not available from current channels:

causalml

Current channels:

To search for alternate channels that may provide the conda package you're
looking for, navigate to
https://anaconda.org
and use the search bar at the top of the page.

Then, I also tried to use "pip install causalml" to install causalml, however, I also got the following problems.

Collecting causalml
Using cached causalml-0.14.0.tar.gz (899 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\mingy\anaconda3\python.exe' 'C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py' get_requires_for_build_wheel 'C:\Users\mingy\AppData\Local\Temp\tmp_hky96f9'
cwd: C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_3b9aa5e49c2d4f1498ead2802147d9c4
Complete output (62 lines):
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_tree.pxd:61:73: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_tree.pxd:62:59: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_tree.pxd:63:63: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_splitter.pxd:84:72: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_splitter.pxd:89:68: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_criterion.pxd:57:45: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_criterion.pxd:58:40: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_criterion.pxd:59:48: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_criterion.pxd:60:57: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:49:75: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:87:61: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:119:56: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:137:40: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:139:71: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:160:71: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\tree_utils.pxd:161:40: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\neighbors_quad_tree.pxd:72:59: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\neighbors_quad_tree.pxd:91:51: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\neighbors_quad_tree.pxd:94:59: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\neighbors_quad_tree.pxd:95:63: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\sklearn\neighbors_quad_tree.pxd:96:80: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: causalml\inference\tree\causal_builder.pyx:185:71: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.
warning: causalml\inference\tree\causal_builder.pyx:331:76: The keyword 'nogil' should appear at the end of the function signature line. Placing it before 'except' or 'noexcept' will be disallowed in a future version of Cython.

Error compiling Cython file:
Initial capacity
cdef int init_capacity

if tree.max_depth <= 10:
init_capacity = (2 ** (tree.max_depth + 1)) - 1

causalml\inference\tree\causal_builder.pyx:61:56: Cannot assign type 'double' to 'int'
Compiling causalml/inference/tree/causal/_criterion.pyx because it changed.
Compiling causalml/inference/tree/causal/_builder.pyx because it changed.
Compiling causalml/inference/tree/uplift.pyx because it changed.
[1/3] Cythonizing causalml/inference/tree/causal/_builder.pyx
Traceback (most recent call last):
File "C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 349, in
main()
File "C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 331, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py", line 117, in get_requires_for_build_wheel
return hook(config_settings)
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\setuptools\build_meta.py", line 355, in get_requires_for_build_wheel
return self._get_build_requires(config_settings, requirements=['wheel'])
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\setuptools\build_meta.py", line 325, in _get_build_requires
self.run_setup()
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\setuptools\build_meta.py", line 507, in run_setup
super(_BuildMetaLegacyBackend, self).run_setup(setup_script=setup_script)
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\setuptools\build_meta.py", line 341, in run_setup
exec(code, locals())
File "", line 46, in
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\Cython\Build\Dependencies.py", line 1134, in cythonize
cythonize_one(*args)
File "C:\Users\mingy\AppData\Local\Temp\pip-build-env-btt0d7e8\overlay\Lib\site-packages\Cython\Build\Dependencies.py", line 1301, in cythonize_one
raise CompileError(None, pyx_file)
Cython.Compiler.Errors.CompileError: causalml/inference/tree/causal/_builder.pyx

WARNING: Discarding https://files.pythonhosted.org/packages/b5/da/6490afd3bb6e7c00e21050fbd6f1fc87ce7b3a0a5f6fb08ebde20a1f62b1/causalml-0.14.0.tar.gz#sha256=44145ac0ae13515bfe7e649fce100d197426dcbfd8fb0461ff38839285cdc7f4 (from https://pypi.org/simple/causalml/) (requires-python:>=3.7). Command errored out with exit status 1: 'C:\Users\mingy\anaconda3\python.exe' 'C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py' get_requires_for_build_wheel 'C:\Users\mingy\AppData\Local\Temp\tmp_hky96f9' Check the logs for full command output.
Using cached causalml-0.13.0.tar.gz (535 kB)
Requirement already satisfied: setuptools>=41.0.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (61.2.0)
Requirement already satisfied: forestci==0.6 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.6)
Requirement already satisfied: pathos==0.2.9 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.2.9)
Requirement already satisfied: pip>=10.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (21.2.4)
Requirement already satisfied: numpy>=1.18.5 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.22.4)
Requirement already satisfied: scipy>=1.4.1 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.7.3)
Requirement already satisfied: matplotlib in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (3.5.1)
Requirement already satisfied: pandas>=0.24.1 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.4.2)
Requirement already satisfied: scikit-learn==1.0.2 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.0.2)
Requirement already satisfied: statsmodels>=0.9.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.13.2)
Requirement already satisfied: seaborn in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.11.2)
Requirement already satisfied: Cython>=0.28.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.29.28)
Requirement already satisfied: xgboost in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.7.6)
Requirement already satisfied: pydotplus in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (2.0.2)
Requirement already satisfied: tqdm in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (4.64.0)
Requirement already satisfied: shap in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.42.1)
Requirement already satisfied: dill in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.3.7)
Requirement already satisfied: lightgbm in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (4.0.0)
Requirement already satisfied: pygam in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.8.0)
Requirement already satisfied: packaging in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (21.3)
Requirement already satisfied: torch in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.13.1)
Requirement already satisfied: pyro-ppl in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.8.6)
Requirement already satisfied: graphviz in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.20.1)
Requirement already satisfied: multiprocess>=0.70.13 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (0.70.15)
Requirement already satisfied: pox>=0.3.1 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (0.3.3)
Requirement already satisfied: ppft>=1.7.6.5 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (1.7.6.7)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\mingy\anaconda3\lib\site-packages (from scikit-learn==1.0.2->causalml) (2.2.0)
Requirement already satisfied: joblib>=0.11 in c:\users\mingy\anaconda3\lib\site-packages (from scikit-learn==1.0.2->causalml) (1.1.0)
Requirement already satisfied: pytz>=2020.1 in c:\users\mingy\anaconda3\lib\site-packages (from pandas>=0.24.1->causalml) (2021.3)
Requirement already satisfied: python-dateutil>=2.8.1 in c:\users\mingy\anaconda3\lib\site-packages (from pandas>=0.24.1->causalml) (2.8.2)
Requirement already satisfied: six>=1.5 in c:\users\mingy\anaconda3\lib\site-packages (from python-dateutil>=2.8.1->pandas>=0.24.1->causalml) (1.16.0)
Requirement already satisfied: patsy>=0.5.2 in c:\users\mingy\anaconda3\lib\site-packages (from statsmodels>=0.9.0->causalml) (0.5.2)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\users\mingy\anaconda3\lib\site-packages (from packaging->causalml) (3.0.4)
Requirement already satisfied: kiwisolver>=1.0.1 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (1.3.2)
Requirement already satisfied: cycler>=0.10 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (0.11.0)
Requirement already satisfied: pillow>=6.2.0 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (9.0.1)
Requirement already satisfied: fonttools>=4.22.0 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (4.25.0)
Requirement already satisfied: future in c:\users\mingy\anaconda3\lib\site-packages (from pygam->causalml) (0.18.2)
Requirement already satisfied: progressbar2 in c:\users\mingy\anaconda3\lib\site-packages (from pygam->causalml) (4.2.0)
Requirement already satisfied: python-utils>=3.0.0 in c:\users\mingy\anaconda3\lib\site-packages (from progressbar2->pygam->causalml) (3.4.5)
Requirement already satisfied: opt-einsum>=2.3.2 in c:\users\mingy\anaconda3\lib\site-packages (from pyro-ppl->causalml) (3.3.0)
Requirement already satisfied: pyro-api>=0.1.1 in c:\users\mingy\anaconda3\lib\site-packages (from pyro-ppl->causalml) (0.1.2)
Requirement already satisfied: typing-extensions in c:\users\mingy\anaconda3\lib\site-packages (from torch->causalml) (4.1.1)
Requirement already satisfied: colorama in c:\users\mingy\anaconda3\lib\site-packages (from tqdm->causalml) (0.4.4)
Requirement already satisfied: cloudpickle in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (2.0.0)
Requirement already satisfied: numba in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (0.55.1)
Requirement already satisfied: slicer==0.0.7 in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (0.0.7)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in c:\users\mingy\anaconda3\lib\site-packages (from numba->shap->causalml) (0.38.0)
Collecting numpy>=1.18.5
Using cached numpy-1.21.6-cp39-cp39-win_amd64.whl (14.0 MB)
Building wheels for collected packages: causalml
Building wheel for causalml (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\mingy\anaconda3\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"'; file='"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\mingy\AppData\Local\Temp\pip-wheel-tg_sg_h0'
cwd: C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3
Complete output (67 lines):
running bdist_wheel
running build
running build_py
creating build
creating build\lib.win-amd64-3.9
creating build\lib.win-amd64-3.9\causalml
copying causalml\features.py -> build\lib.win-amd64-3.9\causalml
copying causalml\match.py -> build\lib.win-amd64-3.9\causalml
copying causalml\propensity.py -> build\lib.win-amd64-3.9\causalml
copying causalml_init_.py -> build\lib.win-amd64-3.9\causalml
creating build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\classification.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\regression.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\synthetic.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset_init_.py -> build\lib.win-amd64-3.9\causalml\dataset
creating build\lib.win-amd64-3.9\causalml\feature_selection
copying causalml\feature_selection\filters.py -> build\lib.win-amd64-3.9\causalml\feature_selection
copying causalml\feature_selection_init_.py -> build\lib.win-amd64-3.9\causalml\feature_selection
creating build\lib.win-amd64-3.9\causalml\inference
copying causalml\inference_init_.py -> build\lib.win-amd64-3.9\causalml\inference
creating build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\classification.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\const.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\regression.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\sensitivity.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\visualize.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics_init_.py -> build\lib.win-amd64-3.9\causalml\metrics
creating build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\pns.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\policylearner.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\unit_selection.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\utils.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\value_optimization.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize_init_.py -> build\lib.win-amd64-3.9\causalml\optimize
creating build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv\drivlearner.py -> build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv\iv_regression.py -> build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv_init_.py -> build\lib.win-amd64-3.9\causalml\inference\iv
creating build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\base.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\drlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\explainer.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\rlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\slearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\tlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\tmle.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\utils.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\xlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta_init_.py -> build\lib.win-amd64-3.9\causalml\inference\meta
creating build\lib.win-amd64-3.9\causalml\inference\nn
copying causalml\inference\nn\cevae.py -> build\lib.win-amd64-3.9\causalml\inference\nn
copying causalml\inference\nn_init_.py -> build\lib.win-amd64-3.9\causalml\inference\nn
creating build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf\dragonnet.py -> build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf\utils.py -> build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tf
creating build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree\plot.py -> build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree\utils.py -> build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tree
creating build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal\causaltree.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal_tree.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
running build_ext
building 'causalml.inference.tree.causal.criterion' extension
error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/

ERROR: Failed building wheel for causalml
Running setup.py clean for causalml
Failed to build causalml
Installing collected packages: numpy, causalml
Attempting uninstall: numpy
Found existing installation: numpy 1.22.4
Uninstalling numpy-1.22.4:
Successfully uninstalled numpy-1.22.4
Running setup.py install for causalml ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\mingy\anaconda3\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"'; file='"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\mingy\AppData\Local\Temp\pip-record-siyjyfam\install-record.txt' --single-version-externally-managed --compile --install-headers 'C:\Users\mingy\anaconda3\Include\causalml'
cwd: C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3
Complete output (77 lines):
Compiling causalml/inference/tree/causal/criterion.pyx because it depends on C:\Users\mingy\anaconda3\lib\site-packages\numpy_init_.pxd.
Compiling causalml/inference/tree/causal/builder.pyx because it depends on C:\Users\mingy\anaconda3\lib\site-packages\numpy_init_.pxd.
Compiling causalml/inference/tree/uplift.pyx because it depends on C:\Users\mingy\anaconda3\lib\site-packages\numpy_init_.pxd.
[1/3] Cythonizing causalml/inference/tree/causal/builder.pyx
[2/3] Cythonizing causalml/inference/tree/uplift.pyx
C:\Users\mingy\anaconda3\lib\site-packages\Cython\Compiler\Main.py:369: FutureWarning: Cython directive 'language_level' not set, using 2 for now (Py2). This will change in a later release! File: C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\causalml\inference\tree\uplift.pyx
tree = Parsing.p_module(s, pxd, full_module_name)
[3/3] Cythonizing causalml/inference/tree/causal/criterion.pyx
running install
C:\Users\mingy\anaconda3\lib\site-packages\setuptools\command\install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
warnings.warn(
running build
running build_py
creating build
creating build\lib.win-amd64-3.9
creating build\lib.win-amd64-3.9\causalml
copying causalml\features.py -> build\lib.win-amd64-3.9\causalml
copying causalml\match.py -> build\lib.win-amd64-3.9\causalml
copying causalml\propensity.py -> build\lib.win-amd64-3.9\causalml
copying causalml_init_.py -> build\lib.win-amd64-3.9\causalml
creating build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\classification.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\regression.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset\synthetic.py -> build\lib.win-amd64-3.9\causalml\dataset
copying causalml\dataset_init_.py -> build\lib.win-amd64-3.9\causalml\dataset
creating build\lib.win-amd64-3.9\causalml\feature_selection
copying causalml\feature_selection\filters.py -> build\lib.win-amd64-3.9\causalml\feature_selection
copying causalml\feature_selection_init_.py -> build\lib.win-amd64-3.9\causalml\feature_selection
creating build\lib.win-amd64-3.9\causalml\inference
copying causalml\inference_init_.py -> build\lib.win-amd64-3.9\causalml\inference
creating build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\classification.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\const.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\regression.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\sensitivity.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics\visualize.py -> build\lib.win-amd64-3.9\causalml\metrics
copying causalml\metrics_init_.py -> build\lib.win-amd64-3.9\causalml\metrics
creating build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\pns.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\policylearner.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\unit_selection.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\utils.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize\value_optimization.py -> build\lib.win-amd64-3.9\causalml\optimize
copying causalml\optimize_init_.py -> build\lib.win-amd64-3.9\causalml\optimize
creating build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv\drivlearner.py -> build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv\iv_regression.py -> build\lib.win-amd64-3.9\causalml\inference\iv
copying causalml\inference\iv_init_.py -> build\lib.win-amd64-3.9\causalml\inference\iv
creating build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\base.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\drlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\explainer.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\rlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\slearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\tlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\tmle.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\utils.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta\xlearner.py -> build\lib.win-amd64-3.9\causalml\inference\meta
copying causalml\inference\meta_init_.py -> build\lib.win-amd64-3.9\causalml\inference\meta
creating build\lib.win-amd64-3.9\causalml\inference\nn
copying causalml\inference\nn\cevae.py -> build\lib.win-amd64-3.9\causalml\inference\nn
copying causalml\inference\nn_init_.py -> build\lib.win-amd64-3.9\causalml\inference\nn
creating build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf\dragonnet.py -> build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf\utils.py -> build\lib.win-amd64-3.9\causalml\inference\tf
copying causalml\inference\tf_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tf
creating build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree\plot.py -> build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree\utils.py -> build\lib.win-amd64-3.9\causalml\inference\tree
copying causalml\inference\tree_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tree
creating build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal\causaltree.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal_tree.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
copying causalml\inference\tree\causal_init_.py -> build\lib.win-amd64-3.9\causalml\inference\tree\causal
running build_ext
building 'causalml.inference.tree.causal.criterion' extension
error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/

ERROR: Command errored out with exit status 1: 'C:\Users\mingy\anaconda3\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"'; file='"'"'C:\Users\mingy\AppData\Local\Temp\pip-install-cxcw_3iu\causalml_bcbb13866fcc4698ae46eec16b5263b3\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(file) if os.path.exists(file) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record 'C:\Users\mingy\AppData\Local\Temp\pip-record-siyjyfam\install-record.txt' --single-version-externally-managed --compile --install-headers 'C:\Users\mingy\anaconda3\Include\causalml' Check the logs for full command output.

Expected behavior
I would like to know what is the problem here and what I should do to properly install causalml.

Environment (please complete the following information):

Windows
Python Version: 3.9
Versions of Major Dependencies (pandas, scikit-learn, cython): [e.g. pandas==1.4.2, scikit-learn==1.0.2, cython==0.29.28]

The text was updated successfully, but these errors were encountered:

jeongyoonlee · 2023-08-28T17:41:48Z

Hi @MingyueHe.

Can you try conda and pip installation again? We released v0.14.1 yesterday with fixes in dependencies, and @pavelzw just pushed the changes to conda-forge today (see PR).

MingyueHe · 2023-08-28T23:28:36Z

Hi @jeongyoonlee,

Thank you for replying.

I tried to use conda and pip installation again. However, I have the same problem.

For conda installation:

Retrieving notices: ...working... done
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.

PackagesNotFoundError: The following packages are not available from current channels:

causalml

Current channels:

To search for alternate channels that may provide the conda package you're
looking for, navigate to
https://anaconda.org
and use the search bar at the top of the page.

For pip installation:

Collecting causalml
Downloading causalml-0.14.1.tar.gz (909 kB)
|████████████████████████████████| 909 kB 3.3 MB/s
Installing build dependencies ... done
Getting requirements to build wheel ... done
Preparing wheel metadata ... done
Requirement already satisfied: shap in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.42.1)
Requirement already satisfied: pyro-ppl in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.8.6)
Requirement already satisfied: tqdm in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (4.64.0)
Requirement already satisfied: forestci==0.6 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.6)
Requirement already satisfied: lightgbm in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (4.0.0)
Requirement already satisfied: graphviz in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.20.1)
Requirement already satisfied: statsmodels>=0.9.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.13.2)
Requirement already satisfied: xgboost in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.7.6)
Requirement already satisfied: numpy<1.24 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.21.6)
Requirement already satisfied: pathos==0.2.9 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.2.9)
Requirement already satisfied: matplotlib in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (3.5.1)
Requirement already satisfied: torch in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.13.1)
Requirement already satisfied: scipy>=1.4.1 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.7.3)
Requirement already satisfied: pygam in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.8.0)
Requirement already satisfied: pydotplus in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (2.0.2)
Requirement already satisfied: Cython<=0.29.34 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.29.28)
Requirement already satisfied: pip>=10.0 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (21.2.4)
Requirement already satisfied: packaging in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (21.3)
Collecting pandas<1.4.0,>=0.24.1
Downloading pandas-1.3.5-cp39-cp39-win_amd64.whl (10.2 MB)
|████████████████████████████████| 10.2 MB 3.3 MB/s
Requirement already satisfied: dill in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.3.7)
Requirement already satisfied: scikit-learn<=1.0.2 in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (1.0.2)
Requirement already satisfied: seaborn in c:\users\mingy\anaconda3\lib\site-packages (from causalml) (0.11.2)
Requirement already satisfied: pox>=0.3.1 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (0.3.3)
Requirement already satisfied: multiprocess>=0.70.13 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (0.70.15)
Requirement already satisfied: ppft>=1.7.6.5 in c:\users\mingy\anaconda3\lib\site-packages (from pathos==0.2.9->causalml) (1.7.6.7)
Requirement already satisfied: python-dateutil>=2.7.3 in c:\users\mingy\anaconda3\lib\site-packages (from pandas<1.4.0,>=0.24.1->causalml) (2.8.2)
Requirement already satisfied: pytz>=2017.3 in c:\users\mingy\anaconda3\lib\site-packages (from pandas<1.4.0,>=0.24.1->causalml) (2021.3)
Requirement already satisfied: six>=1.5 in c:\users\mingy\anaconda3\lib\site-packages (from python-dateutil>=2.7.3->pandas<1.4.0,>=0.24.1->causalml) (1.16.0)
Requirement already satisfied: joblib>=0.11 in c:\users\mingy\anaconda3\lib\site-packages (from scikit-learn<=1.0.2->causalml) (1.1.0)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\mingy\anaconda3\lib\site-packages (from scikit-learn<=1.0.2->causalml) (2.2.0)
Requirement already satisfied: patsy>=0.5.2 in c:\users\mingy\anaconda3\lib\site-packages (from statsmodels>=0.9.0->causalml) (0.5.2)
Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\users\mingy\anaconda3\lib\site-packages (from packaging->causalml) (3.0.4)
Requirement already satisfied: kiwisolver>=1.0.1 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (1.3.2)
Requirement already satisfied: fonttools>=4.22.0 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (4.25.0)
Requirement already satisfied: pillow>=6.2.0 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (9.0.1)
Requirement already satisfied: cycler>=0.10 in c:\users\mingy\anaconda3\lib\site-packages (from matplotlib->causalml) (0.11.0)
Requirement already satisfied: progressbar2 in c:\users\mingy\anaconda3\lib\site-packages (from pygam->causalml) (4.2.0)
Requirement already satisfied: future in c:\users\mingy\anaconda3\lib\site-packages (from pygam->causalml) (0.18.2)
Requirement already satisfied: python-utils>=3.0.0 in c:\users\mingy\anaconda3\lib\site-packages (from progressbar2->pygam->causalml) (3.4.5)
Requirement already satisfied: opt-einsum>=2.3.2 in c:\users\mingy\anaconda3\lib\site-packages (from pyro-ppl->causalml) (3.3.0)
Requirement already satisfied: pyro-api>=0.1.1 in c:\users\mingy\anaconda3\lib\site-packages (from pyro-ppl->causalml) (0.1.2)
Requirement already satisfied: typing-extensions in c:\users\mingy\anaconda3\lib\site-packages (from torch->causalml) (4.1.1)
Requirement already satisfied: colorama in c:\users\mingy\anaconda3\lib\site-packages (from tqdm->causalml) (0.4.4)
Requirement already satisfied: slicer==0.0.7 in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (0.0.7)
Requirement already satisfied: cloudpickle in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (2.0.0)
Requirement already satisfied: numba in c:\users\mingy\anaconda3\lib\site-packages (from shap->causalml) (0.55.1)
Requirement already satisfied: setuptools in c:\users\mingy\anaconda3\lib\site-packages (from numba->shap->causalml) (61.2.0)
Requirement already satisfied: llvmlite<0.39,>=0.38.0rc1 in c:\users\mingy\anaconda3\lib\site-packages (from numba->shap->causalml) (0.38.0)
Building wheels for collected packages: causalml
Building wheel for causalml (PEP 517) ... error
ERROR: Command errored out with exit status 1:
command: 'C:\Users\mingy\anaconda3\python.exe' 'C:\Users\mingy\anaconda3\lib\site-packages\pip_vendor\pep517\in_process_in_process.py' build_wheel 'C:\Users\mingy\AppData\Local\Temp\tmpjxa0xagd'
cwd: C:\Users\mingy\AppData\Local\Temp\pip-install-woqzy2yg\causalml_5d3768c017ef42e38cc0bbaba3041d19
Complete output (181 lines):
running bdist_wheel
running build
running build_py
creating build
creating build\lib.win-amd64-cpython-39
creating build\lib.win-amd64-cpython-39\causalml
copying causalml\features.py -> build\lib.win-amd64-cpython-39\causalml
copying causalml\match.py -> build\lib.win-amd64-cpython-39\causalml
copying causalml\propensity.py -> build\lib.win-amd64-cpython-39\causalml
copying causalml_init_.py -> build\lib.win-amd64-cpython-39\causalml
creating build\lib.win-amd64-cpython-39\causalml\dataset
copying causalml\dataset\classification.py -> build\lib.win-amd64-cpython-39\causalml\dataset
copying causalml\dataset\regression.py -> build\lib.win-amd64-cpython-39\causalml\dataset
copying causalml\dataset\synthetic.py -> build\lib.win-amd64-cpython-39\causalml\dataset
copying causalml\dataset_init_.py -> build\lib.win-amd64-cpython-39\causalml\dataset
creating build\lib.win-amd64-cpython-39\causalml\feature_selection
copying causalml\feature_selection\filters.py -> build\lib.win-amd64-cpython-39\causalml\feature_selection
copying causalml\feature_selection_init_.py -> build\lib.win-amd64-cpython-39\causalml\feature_selection
creating build\lib.win-amd64-cpython-39\causalml\inference
copying causalml\inference_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference
creating build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics\classification.py -> build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics\const.py -> build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics\regression.py -> build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics\sensitivity.py -> build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics\visualize.py -> build\lib.win-amd64-cpython-39\causalml\metrics
copying causalml\metrics_init_.py -> build\lib.win-amd64-cpython-39\causalml\metrics
creating build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize\pns.py -> build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize\policylearner.py -> build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize\unit_selection.py -> build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize\utils.py -> build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize\value_optimization.py -> build\lib.win-amd64-cpython-39\causalml\optimize
copying causalml\optimize_init_.py -> build\lib.win-amd64-cpython-39\causalml\optimize
creating build\lib.win-amd64-cpython-39\causalml\inference\iv
copying causalml\inference\iv\drivlearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\iv
copying causalml\inference\iv\iv_regression.py -> build\lib.win-amd64-cpython-39\causalml\inference\iv
copying causalml\inference\iv_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\iv
creating build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\base.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\drlearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\explainer.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\rlearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\slearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\tlearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\tmle.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\utils.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta\xlearner.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
copying causalml\inference\meta_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\meta
creating build\lib.win-amd64-cpython-39\causalml\inference\nn
copying causalml\inference\nn\cevae.py -> build\lib.win-amd64-cpython-39\causalml\inference\nn
copying causalml\inference\nn_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\nn
creating build\lib.win-amd64-cpython-39\causalml\inference\tf
copying causalml\inference\tf\dragonnet.py -> build\lib.win-amd64-cpython-39\causalml\inference\tf
copying causalml\inference\tf\utils.py -> build\lib.win-amd64-cpython-39\causalml\inference\tf
copying causalml\inference\tf_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\tf
creating build\lib.win-amd64-cpython-39\causalml\inference\tree
copying causalml\inference\tree\plot.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree
copying causalml\inference\tree\utils.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree
copying causalml\inference\tree_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree
creating build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal\causalforest.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal\causaltree.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_tree.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_init_.py -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
running egg_info
writing causalml.egg-info\PKG-INFO
writing dependency_links to causalml.egg-info\dependency_links.txt
writing requirements to causalml.egg-info\requires.txt
writing top-level names to causalml.egg-info\top_level.txt
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\arrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\arrayscalars.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ndarrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ndarraytypes.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ufuncobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\arrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\arrayscalars.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ndarrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ndarraytypes.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\numpy\core\include\numpy\ufuncobject.h won't be automatically included in the manifest: the path must be relative
reading manifest file 'causalml.egg-info\SOURCES.txt'
reading manifest template 'MANIFEST.in'
warning: no files found matching '.txt'
warning: no files found matching '.h' under directory 'causalml'
adding license file 'LICENSE'
writing manifest file 'causalml.egg-info\SOURCES.txt'
C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\setuptools\command\build_py.py:204: _Warning: Package 'causalml.inference.tree' is absent from the packages configuration.
!!

      ############################
      # Package would be ignored #
      ############################
      Python recognizes 'causalml.inference.tree' as an importable package[^1],
      but it is absent from setuptools' `packages` configuration.

      This leads to an ambiguous overall configuration. If you want to distribute this
      package, please make sure that 'causalml.inference.tree' is explicitly added
      to the `packages` configuration field.

      Alternatively, you can also rely on setuptools' discovery methods
      (for example by using `find_namespace_packages(...)`/`find_namespace:`
      instead of `find_packages(...)`/`find:`).

      You can read more about "package discovery" on setuptools documentation page:

      - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

      If you don't want 'causalml.inference.tree' to be distributed and are
      already explicitly excluding 'causalml.inference.tree' via
      `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
      you can try to use `exclude_package_data`, or `include-package-data=False` in
      combination with a more fine grained `package-data` configuration.

      You can read more about "package data files" on setuptools documentation page:

      - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


      [^1]: For Python, any directory (with suitable naming) can be imported,
            even if it does not contain any `.py` files.
            On the other hand, currently there is no concept of package data
            directory, all directories are treated like packages.

!!
check.warn(importable)
C:\Users\mingy\AppData\Local\Temp\pip-build-env-o9vfy_7l\overlay\Lib\site-packages\setuptools\command\build_py.py:204: _Warning: Package 'causalml.inference.tree.causal' is absent from the packages configuration.
!!
############################
# Package would be ignored #
############################
Python recognizes 'causalml.inference.tree.causal' as an importable package[^1],
but it is absent from setuptools' packages configuration.

      This leads to an ambiguous overall configuration. If you want to distribute this
      package, please make sure that 'causalml.inference.tree.causal' is explicitly added
      to the `packages` configuration field.

      Alternatively, you can also rely on setuptools' discovery methods
      (for example by using `find_namespace_packages(...)`/`find_namespace:`
      instead of `find_packages(...)`/`find:`).

      You can read more about "package discovery" on setuptools documentation page:

      - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

      If you don't want 'causalml.inference.tree.causal' to be distributed and are
      already explicitly excluding 'causalml.inference.tree.causal' via
      `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
      you can try to use `exclude_package_data`, or `include-package-data=False` in
      combination with a more fine grained `package-data` configuration.

      You can read more about "package data files" on setuptools documentation page:

      - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


      [^1]: For Python, any directory (with suitable naming) can be imported,
            even if it does not contain any `.py` files.
            On the other hand, currently there is no concept of package data
            directory, all directories are treated like packages.

!!
check.warn(importable)
copying causalml\inference\tree\uplift.c -> build\lib.win-amd64-cpython-39\causalml\inference\tree
copying causalml\inference\tree\causal_builder.c -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_criterion.c -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\uplift.pyx -> build\lib.win-amd64-cpython-39\causalml\inference\tree
copying causalml\inference\tree\causal_builder.pxd -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_builder.pyx -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_criterion.pxd -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal_criterion.pyx -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal\builder.c -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
copying causalml\inference\tree\causal\criterion.c -> build\lib.win-amd64-cpython-39\causalml\inference\tree\causal
running build_ext
building 'causalml.inference.tree.causal._criterion' extension
error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/

ERROR: Failed building wheel for causalml
Failed to build causalml
ERROR: Could not build wheels for causalml which use PEP 517 and cannot be installed directly

shakednave-vi · 2023-08-31T19:24:23Z

@jeongyoonlee Experiencing identical problems in my situation. Essentially, my utilization of pip, along with the deeply rooted dependencies on outdated versions of pandas, cytron, and sklearn, renders the situation unmanageable. Is there a viable resolution to this predicament? I find myself compelled to continue utilizing sklearn==1.22.
cc @MingyueHe

ras44 · 2023-09-06T17:04:48Z

hi @MingyueHe @shakednave-vi could you please try to follow the instructions in #678? thanks

shakednave-vi · 2023-09-06T17:11:54Z

@ras44 could you please explain how it would mitigate the problem I encounter while trying to utilize both sklearn==1.2.2 and causalml in the same virtual env?

ras44 · 2023-09-06T17:42:55Z

@shakednave-vi you'd mentioned having identical problems as @MingyueHe, which I believe was due to a Microsoft Build tool error:

error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/

the fix described in #678 relates to installing the Microsoft build tools properly on Windows, which should allow for a successful install on Windows via pip.

If you have having issues related to sklearn dependencies, those should be raised in a separate issue (or appended to already open related issues such as #628 or #619).

Hope that is helpful.

AmyLin0515 · 2023-09-07T16:28:33Z

Hi @ras44 , I faced the same issue and I followed the instruction in #678 . Still I couldn't install the casualml package. I saw following errors:

C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-h7inbbhu\overlay\Lib\site-packages\setuptools\command\build_py.py:204: _Warning: Package 'causalml.inference.tree.causal' is absent from the packages configuration.
!!

          ********************************************************************************
          ############################
          # Package would be ignored #
          ############################
          Python recognizes 'causalml.inference.tree.causal' as an importable package[^1],
          but it is absent from setuptools' `packages` configuration.

          This leads to an ambiguous overall configuration. If you want to distribute this
          package, please make sure that 'causalml.inference.tree.causal' is explicitly added
          to the `packages` configuration field.

          Alternatively, you can also rely on setuptools' discovery methods
          (for example by using `find_namespace_packages(...)`/`find_namespace:`
          instead of `find_packages(...)`/`find:`).

          You can read more about "package discovery" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

          If you don't want 'causalml.inference.tree.causal' to be distributed and are
          already explicitly excluding 'causalml.inference.tree.causal' via
          `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
          you can try to use `exclude_package_data`, or `include-package-data=False` in
          combination with a more fine grained `package-data` configuration.

          You can read more about "package data files" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


          [^1]: For Python, any directory (with suitable naming) can be imported,
                even if it does not contain any `.py` files.
                On the other hand, currently there is no concept of package data
                directory, all directories are treated like packages.
          ********************************************************************************

  !!
    check.warn(importable)
  error: command 'cl.exe' failed: None
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for causalml
Failed to build causalml
ERROR: Could not build wheels for causalml, which is required to install pyproject.toml-based projects

ras44 · 2023-09-07T19:24:50Z

Hi @AmyLin0515,

The error messsage seems to indicate that the cl command failed, which means the C/C++ compiler isn't installed correctly.

as a test, can you follow the steps in:

In other words, you should be able to run cl in a developer command prompt without errors. If there is an error of that command doesn't exist, follow the instructions again for installing the c/c++ development workload:

Even more troubleshooting/examples can be found at: https://learn.microsoft.com/en-us/cpp/build/walkthrough-compiling-a-native-cpp-program-on-the-command-line?view=msvc-170&redirectedfrom=MSDN

Finally, also try opening a new shell to load any update paths to cl (don't use a shell that was open prior to installing the development workload as that won't have updated paths).

Hope that helps!

AmyLin0515 · 2023-09-07T21:25:06Z

Hi @ras44 , thanks for additional instructions, but I do have c/c++ development installed. And there is no error when I run cl command in developer command prompt.

After running this command, I opened anaconda prompt again to activate causalml-py38. Then run this command

git clone https://github.com/uber/causalml.git cd causalml pip install . python setup.py build_ext --inplace

However, the same error pops up.

error: subprocess-exited-with-error

× Building wheel for causalml (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [112 lines of output]
running bdist_wheel
running build
running build_py
running egg_info
writing causalml.egg-info\PKG-INFO
writing dependency_links to causalml.egg-info\dependency_links.txt
writing requirements to causalml.egg-info\requires.txt
writing top-level names to causalml.egg-info\top_level.txt
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\arrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\arrayscalars.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ndarrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ndarraytypes.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ufuncobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\arrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\arrayscalars.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ndarrayobject.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ndarraytypes.h won't be automatically included in the manifest: the path must be relative
dependency C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include\numpy\ufuncobject.h won't be automatically included in the manifest: the path must be relative
reading manifest file 'causalml.egg-info\SOURCES.txt'
reading manifest template 'MANIFEST.in'
warning: no files found matching '.txt'
warning: no files found matching '.h' under directory 'causalml'
adding license file 'LICENSE'
writing manifest file 'causalml.egg-info\SOURCES.txt'
copying causalml\inference\tree\causal_builder.c -> build\lib.win-amd64-cpython-38\causalml\inference\tree\causal
copying causalml\inference\tree\causal_criterion.c -> build\lib.win-amd64-cpython-38\causalml\inference\tree\causal
running build_ext
building 'causalml.inference.tree.causal._criterion' extension
cl.exe /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include -IC:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\numpy\core\include -IC:\Users\I-JuLin\anaconda3\envs\causalml-py38\include -IC:\Users\I-JuLin\anaconda3\envs\causalml-py38\Include /Tccausalml/inference/tree/causal/_criterion.c /Fobuild\temp.win-amd64-cpython-38\Release\causalml/inference/tree/causal/_criterion.obj -O3
C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\setuptools\command\build_py.py:204: _Warning: Package 'causalml.inference.tree' is absent from the packages configuration.
!!

          ********************************************************************************
          ############################
          # Package would be ignored #
          ############################
          Python recognizes 'causalml.inference.tree' as an importable package[^1],
          but it is absent from setuptools' `packages` configuration.

          This leads to an ambiguous overall configuration. If you want to distribute this
          package, please make sure that 'causalml.inference.tree' is explicitly added
          to the `packages` configuration field.

          Alternatively, you can also rely on setuptools' discovery methods
          (for example by using `find_namespace_packages(...)`/`find_namespace:`
          instead of `find_packages(...)`/`find:`).

          You can read more about "package discovery" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

          If you don't want 'causalml.inference.tree' to be distributed and are
          already explicitly excluding 'causalml.inference.tree' via
          `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
          you can try to use `exclude_package_data`, or `include-package-data=False` in
          combination with a more fine grained `package-data` configuration.

          You can read more about "package data files" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


          [^1]: For Python, any directory (with suitable naming) can be imported,
                even if it does not contain any `.py` files.
                On the other hand, currently there is no concept of package data
                directory, all directories are treated like packages.
          ********************************************************************************

  !!
    check.warn(importable)
  C:\Users\I-JuLin\AppData\Local\Temp\pip-build-env-p67o7d_q\overlay\Lib\site-packages\setuptools\command\build_py.py:204: _Warning: Package 'causalml.inference.tree.causal' is absent from the `packages` configuration.
  !!

          ********************************************************************************
          ############################
          # Package would be ignored #
          ############################
          Python recognizes 'causalml.inference.tree.causal' as an importable package[^1],
          but it is absent from setuptools' `packages` configuration.

          This leads to an ambiguous overall configuration. If you want to distribute this
          package, please make sure that 'causalml.inference.tree.causal' is explicitly added
          to the `packages` configuration field.

          Alternatively, you can also rely on setuptools' discovery methods
          (for example by using `find_namespace_packages(...)`/`find_namespace:`
          instead of `find_packages(...)`/`find:`).

          You can read more about "package discovery" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html

          If you don't want 'causalml.inference.tree.causal' to be distributed and are
          already explicitly excluding 'causalml.inference.tree.causal' via
          `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,
          you can try to use `exclude_package_data`, or `include-package-data=False` in
          combination with a more fine grained `package-data` configuration.

          You can read more about "package data files" on setuptools documentation page:

          - https://setuptools.pypa.io/en/latest/userguide/datafiles.html


          [^1]: For Python, any directory (with suitable naming) can be imported,
                even if it does not contain any `.py` files.
                On the other hand, currently there is no concept of package data
                directory, all directories are treated like packages.
          ********************************************************************************

  !!
    check.warn(importable)
  error: command 'cl.exe' failed: None
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for causalml
Failed to build causalml
ERROR: Could not build wheels for causalml, which is required to install pyproject.toml-based projects

ras44 · 2023-09-08T10:49:16Z

Thanks for helping to troubleshoot this, @AmyLin0515

Just to confirm: are you running the following commands individually in new Anaconda Powershell Prompt and not the normal Anaconda Prompt nor any of the shell prompts available within jupyter notebooks?

Create a clean conda env:

conda create -n causalml-py38 python=3.8
conda activate causalml-py38
conda install -c conda-forge cxx-compiler
conda install python-graphviz
conda install -c conda-forge xorg-libxrender

Build causalml:

git clone https://github.com/uber/causalml.git
cd causalml
pip install .
python setup.py build_ext --inplace

Thanks

ras44 · 2023-09-08T18:05:11Z

Another troubleshooting possibility is the steps described in #665 (comment) which relate to the VS Build tools version and the Python with Miniconda.

AmyLin0515 · 2023-09-08T19:16:24Z

Hi @ras44 , I really appreciate you. I use Anaconda Powershell Prompt instead. It looks like it was installed successfully. But when I use this causalml-py38 environment in Visual Studio. Why I still don't see causalml installed?

AmyLin0515 · 2023-09-08T20:27:57Z

Never mind! I found it was linked to miniconda, so I changed it to anaconda envs. I got the package installed! Thanks again.

ras44 · 2023-09-09T08:10:56Z

FYI, in my experience, there is an issue when attempting to use conda in anything other than Anaconda Powershell Prompt. In other shells, or even from within jupyter notebook, it seems like you can activate the conda env (and when you run conda env list it will show an asterisk by the activated environment, but the environment is not really activated- so changes aren't made to the environment you think you're in, but rather the base environment.

I feel like the crux of the remaining issues are related to the PATH variable in Windows and how Anaconda/miniconda and dev libraries are found through PATH.

Changran-Fan · 2024-09-29T00:16:56Z

Hi There,

I followed all the suggestions in #678 but still have the error here:

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for causalml
Failed to build causalml
ERROR: Could not build wheels for causalml, which is required to install pyproject.toml-based projects

I create the new clean env and use Powershell Prompt for all steps.

Is there any other suggestions to solve the issue in Windows?

Thank you!

ras44 · 2024-10-09T22:11:09Z

hi @Changran-Fan I was just able to build causalml-0.15.2 following the instructions with the output:

One possible issue, make sure you are using Anaconda Powershell prompt?:

And not Windows Powershell prompt:

Changran-Fan · 2024-10-10T01:49:00Z

Thank you for your response! I successfully solved the issue.

I built a new environment with python V 3.10.15. and everything goes well.

Thanks again:)

MingyueHe added the bug Something isn't working label Aug 26, 2023

jeongyoonlee added installation Issues related to installation and removed bug Something isn't working labels Aug 28, 2023

alexander-pv mentioned this issue Oct 1, 2023

Reduce sklearn dependency in causalml #686

Merged

10 tasks

jeongyoonlee closed this as completed Oct 3, 2023

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Causalml install errors #671

Causalml install errors #671

MingyueHe commented Aug 26, 2023 •

edited

Loading

jeongyoonlee commented Aug 28, 2023 •

edited

Loading

MingyueHe commented Aug 28, 2023 •

edited

Loading

shakednave-vi commented Aug 31, 2023

ras44 commented Sep 6, 2023

shakednave-vi commented Sep 6, 2023 •

edited

Loading

ras44 commented Sep 6, 2023

AmyLin0515 commented Sep 7, 2023

ras44 commented Sep 7, 2023 •

edited

Loading

AmyLin0515 commented Sep 7, 2023

ras44 commented Sep 8, 2023

ras44 commented Sep 8, 2023

AmyLin0515 commented Sep 8, 2023

AmyLin0515 commented Sep 8, 2023

ras44 commented Sep 9, 2023

Changran-Fan commented Sep 29, 2024

ras44 commented Oct 9, 2024

Changran-Fan commented Oct 10, 2024

Causalml install errors #671

Causalml install errors #671

Comments

MingyueHe commented Aug 26, 2023 • edited Loading

Firstly, I tried to use the command "conda install -c conda-forge causalml" to install causalml, but I got the following problems.

Then, I also tried to use "pip install causalml" to install causalml, however, I also got the following problems.

jeongyoonlee commented Aug 28, 2023 • edited Loading

MingyueHe commented Aug 28, 2023 • edited Loading

For conda installation:

For pip installation:

shakednave-vi commented Aug 31, 2023

ras44 commented Sep 6, 2023

shakednave-vi commented Sep 6, 2023 • edited Loading

ras44 commented Sep 6, 2023

AmyLin0515 commented Sep 7, 2023

ras44 commented Sep 7, 2023 • edited Loading

AmyLin0515 commented Sep 7, 2023

ras44 commented Sep 8, 2023

ras44 commented Sep 8, 2023

AmyLin0515 commented Sep 8, 2023

AmyLin0515 commented Sep 8, 2023

ras44 commented Sep 9, 2023

Changran-Fan commented Sep 29, 2024

ras44 commented Oct 9, 2024

Changran-Fan commented Oct 10, 2024

MingyueHe commented Aug 26, 2023 •

edited

Loading

jeongyoonlee commented Aug 28, 2023 •

edited

Loading

MingyueHe commented Aug 28, 2023 •

edited

Loading

shakednave-vi commented Sep 6, 2023 •

edited

Loading

ras44 commented Sep 7, 2023 •

edited

Loading