Я пытаюсь собрать и установить libact на моем компьютере, используя следующий учебник: https://pypi.org/project/libact/. Я использую Python версии 2.7.17, потому что я пытался использовать более новую версию Python 3, но этотвозникают другие проблемы.
Когда я набираю команду для установки libact ("pip install --user libact") (после установки всех зависимостей), у меня возникает проблема, связанная с файлом "lapacke.h". Я уже пытался скопировать этот файл и файл "lapacke_config.h" в каталог libact, но ошибка сохраняется. Полное сообщение об ошибке представлено ниже. Это хвост сборки:
clang: libact/query_strategies/src/variance_reduction/variance_reduction.c
libact/query_strategies/src/variance_reduction/variance_reduction.c:5:10: fatal error: 'lapacke.h' file not found
#include <lapacke.h>
Спасибо за помощь.
Collecting libact
Using cached https://files.pythonhosted.org/packages/4b/8c/1f57cbe9e6b647afa14f8446c20caa2343fa26153be179e5a89060cd6ec2/libact-0.1.6.tar.gz
Requirement already satisfied: setuptools in /usr/local/lib/python2.7/site-packages (from libact) (41.4.0)
Requirement already satisfied: numpy in /usr/local/lib/python2.7/site-packages (from libact) (1.16.5)
Requirement already satisfied: scipy in /usr/local/lib/python2.7/site-packages (from libact) (1.2.2)
Requirement already satisfied: scikit-learn<=0.19.2 in /usr/local/lib/python2.7/site-packages (from libact) (0.19.2)
Requirement already satisfied: matplotlib in /usr/local/lib/python2.7/site-packages (from libact) (2.2.4)
Requirement already satisfied: Cython in /usr/local/lib/python2.7/site-packages (from libact) (0.29.14)
Requirement already satisfied: joblib in /usr/local/lib/python2.7/site-packages (from libact) (0.14.0)
Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (2.8.1)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (2.4.3)
Requirement already satisfied: pytz in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (2019.3)
Requirement already satisfied: backports.functools-lru-cache in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (1.6.1)
Requirement already satisfied: six>=1.10 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (1.12.0)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (0.10.0)
Requirement already satisfied: subprocess32 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (3.5.4)
Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python2.7/site-packages (from matplotlib->libact) (1.1.0)
Building wheels for collected packages: libact
Building wheel for libact (setup.py) ... error
ERROR: Command errored out with exit status 1:
command: /usr/local/opt/python@2/bin/python2.7 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"'; file='"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' bdist_wheel -d /private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-wheel-YCK8Iv --python-tag cp27
cwd: /private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/
Complete output (73 lines):
Platform Detection: Mac OS X. Link to openblas...
Build VarianceReduction...
Build HintSVM...
running bdist_wheel
running build
running build_py
creating build
creating build/lib.macosx-10.15-x86_64-2.7
creating build/lib.macosx-10.15-x86_64-2.7/libact
copying libact/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact
creating build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/interfaces.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/dataset.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
creating build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/perceptron.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/sklearn_adapter.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/logistic_regression.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/svm.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
creating build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/binary_relevance.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/dummy_clf.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
creating build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/ideal_labeler.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/interactive_labeler.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/random_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/hintsvm.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/quire.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/active_learning_by_learning.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/variance_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/query_by_committee.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/density_weighted_meta.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/density_weighted_uncertainty_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/uncertainty_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/cost_sensitive_reference_pair_encoding.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/maximum_margin_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/binary_minimization.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/multilabel_with_auxiliary_learner.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/adaptive_active_learning.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/expected_error_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/mdsp.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/active_learning_with_cost_embedding.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/hierarchical_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
creating build/lib.macosx-10.15-x86_64-2.7/libact/utils
copying libact/utils/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/utils
running build_ext
building 'libact.query_strategies._variance_reduction' extension
Warning: Can't read registry to find the necessary compiler setting
Make sure that Python modules _winreg, win32api or win32con are installed.
C compiler: clang -fno-strict-aliasing -fno-common -dynamic -isysroot /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/usr/include -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/System/Library/Frameworks/Tk.framework/Versions/8.5/Headers -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes
creating build/temp.macosx-10.15-x86_64-2.7
creating build/temp.macosx-10.15-x86_64-2.7/libact
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src/variance_reduction
compile options: '-I/usr/local/lib/python2.7/site-packages/numpy/core/include -I/opt/local/include -I/usr/local/include -I/usr/local/opt/openssl@1.1/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python@2/2.7.17/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c'
extra options: '-std=c11'
clang: libact/query_strategies/src/variance_reduction/variance_reduction.c
libact/query_strategies/src/variance_reduction/variance_reduction.c:5:10: fatal error: 'lapacke.h' file not found
#include <lapacke.h>
^~~~~~~~~~~
1 error generated.
error: Command "clang -fno-strict-aliasing -fno-common -dynamic -isysroot /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/usr/include -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/System/Library/Frameworks/Tk.framework/Versions/8.5/Headers -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/usr/local/lib/python2.7/site-packages/numpy/core/include -I/opt/local/include -I/usr/local/include -I/usr/local/opt/openssl@1.1/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python@2/2.7.17/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c libact/query_strategies/src/variance_reduction/variance_reduction.c -o build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src/variance_reduction/variance_reduction.o -std=c11" failed with exit status 1
ERROR: Failed building wheel for libact
Running setup.py clean for libact
Failed to build libact
Installing collected packages: libact
Running setup.py install for libact ... error
ERROR: Command errored out with exit status 1:
command: /usr/local/opt/python@2/bin/python2.7 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"'; file='"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-record-rKZUWh/install-record.txt --single-version-externally-managed --compile --user --prefix=
cwd: /private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/
Complete output (73 lines):
Platform Detection: Mac OS X. Link to openblas...
Build VarianceReduction...
Build HintSVM...
running install
running build
running build_py
creating build
creating build/lib.macosx-10.15-x86_64-2.7
creating build/lib.macosx-10.15-x86_64-2.7/libact
copying libact/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact
creating build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/interfaces.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
copying libact/base/dataset.py -> build/lib.macosx-10.15-x86_64-2.7/libact/base
creating build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/perceptron.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/sklearn_adapter.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/logistic_regression.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
copying libact/models/svm.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models
creating build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/binary_relevance.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
copying libact/models/multilabel/dummy_clf.py -> build/lib.macosx-10.15-x86_64-2.7/libact/models/multilabel
creating build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/ideal_labeler.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
copying libact/labelers/interactive_labeler.py -> build/lib.macosx-10.15-x86_64-2.7/libact/labelers
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/random_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/hintsvm.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/quire.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/active_learning_by_learning.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/variance_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/query_by_committee.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/density_weighted_meta.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/density_weighted_uncertainty_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
copying libact/query_strategies/uncertainty_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/cost_sensitive_reference_pair_encoding.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/maximum_margin_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/binary_minimization.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/multilabel_with_auxiliary_learner.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
copying libact/query_strategies/multilabel/adaptive_active_learning.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multilabel
creating build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/expected_error_reduction.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/mdsp.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/active_learning_with_cost_embedding.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
copying libact/query_strategies/multiclass/hierarchical_sampling.py -> build/lib.macosx-10.15-x86_64-2.7/libact/query_strategies/multiclass
creating build/lib.macosx-10.15-x86_64-2.7/libact/utils
copying libact/utils/init.py -> build/lib.macosx-10.15-x86_64-2.7/libact/utils
running build_ext
building 'libact.query_strategies._variance_reduction' extension
Warning: Can't read registry to find the necessary compiler setting
Make sure that Python modules _winreg, win32api or win32con are installed.
C compiler: clang -fno-strict-aliasing -fno-common -dynamic -isysroot /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/usr/include -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/System/Library/Frameworks/Tk.framework/Versions/8.5/Headers -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes
creating build/temp.macosx-10.15-x86_64-2.7
creating build/temp.macosx-10.15-x86_64-2.7/libact
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src
creating build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src/variance_reduction
compile options: '-I/usr/local/lib/python2.7/site-packages/numpy/core/include -I/opt/local/include -I/usr/local/include -I/usr/local/opt/openssl@1.1/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python@2/2.7.17/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c'
extra options: '-std=c11'
clang: libact/query_strategies/src/variance_reduction/variance_reduction.c
libact/query_strategies/src/variance_reduction/variance_reduction.c:5:10: fatal error: 'lapacke.h' file not found
#include <lapacke.h>
^~~~~~~~~~~
1 error generated.
error: Command "clang -fno-strict-aliasing -fno-common -dynamic -isysroot /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/usr/include -I/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.15.sdk/System/Library/Frameworks/Tk.framework/Versions/8.5/Headers -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/usr/local/lib/python2.7/site-packages/numpy/core/include -I/opt/local/include -I/usr/local/include -I/usr/local/opt/openssl@1.1/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python@2/2.7.17/Frameworks/Python.framework/Versions/2.7/include/python2.7 -c libact/query_strategies/src/variance_reduction/variance_reduction.c -o build/temp.macosx-10.15-x86_64-2.7/libact/query_strategies/src/variance_reduction/variance_reduction.o -std=c11" failed with exit status 1
----------------------------------------
ERROR: Command errored out with exit status 1: /usr/local/opt/python@2/bin/python2.7 -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"'; file='"'"'/private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-install-4FxfDB/libact/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /private/var/folders/53/ksln0nrd5pqd2y7dtxzmlx680000gn/T/pip-record-rKZUWh/install-record.txt --single-version-externally-managed --compile --user --prefix= Check the logs for full command output.```