libact
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ntucllab
Installation steps for Windows
Im running into issues installing libact on my Windows10 m/c. Could some one provide me instructions on the required software which needs to be installed before installing libact.
Complete output (68 lines): Platform Detection: Linux. Link to liblapacke... Build VarianceReduction... Build HintSVM... running bdist_wheel running build running build_py creating build creating build\lib.win-amd64-3.7 creating build\lib.win-amd64-3.7\libact copying libact_init_.py -> build\lib.win-amd64-3.7\libact creating build\lib.win-amd64-3.7\libact\base copying libact\base\dataset.py -> build\lib.win-amd64-3.7\libact\base copying libact\base\interfaces.py -> build\lib.win-amd64-3.7\libact\base copying libact\base_init_.py -> build\lib.win-amd64-3.7\libact\base creating build\lib.win-amd64-3.7\libact\models copying libact\models\logistic_regression.py -> build\lib.win-amd64-3.7\libact\models copying libact\models\perceptron.py -> build\lib.win-amd64-3.7\libact\models copying libact\models\sklearn_adapter.py -> build\lib.win-amd64-3.7\libact\models copying libact\models\svm.py -> build\lib.win-amd64-3.7\libact\models copying libact\models_init_.py -> build\lib.win-amd64-3.7\libact\models creating build\lib.win-amd64-3.7\libact\models\multilabel copying libact\models\multilabel\binary_relevance.py -> build\lib.win-amd64-3.7\libact\models\multilabel copying libact\models\multilabel\dummy_clf.py -> build\lib.win-amd64-3.7\libact\models\multilabel copying libact\models\multilabel_init_.py -> build\lib.win-amd64-3.7\libact\models\multilabel creating build\lib.win-amd64-3.7\libact\labelers copying libact\labelers\ideal_labeler.py -> build\lib.win-amd64-3.7\libact\labelers copying libact\labelers\interactive_labeler.py -> build\lib.win-amd64-3.7\libact\labelers copying libact\labelers_init_.py -> build\lib.win-amd64-3.7\libact\labelers creating build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\active_learning_by_learning.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\density_weighted_meta.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\density_weighted_uncertainty_sampling.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\hintsvm.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\query_by_committee.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\quire.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\random_sampling.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\uncertainty_sampling.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies\variance_reduction.py -> build\lib.win-amd64-3.7\libact\query_strategies copying libact\query_strategies_init_.py -> build\lib.win-amd64-3.7\libact\query_strategies creating build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel\adaptive_active_learning.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel\binary_minimization.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel\cost_sensitive_reference_pair_encoding.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel\maximum_margin_reduction.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel\multilabel_with_auxiliary_learner.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel copying libact\query_strategies\multilabel_init_.py -> build\lib.win-amd64-3.7\libact\query_strategies\multilabel creating build\lib.win-amd64-3.7\libact\query_strategies\multiclass copying libact\query_strategies\multiclass\active_learning_with_cost_embedding.py -> build\lib.win-amd64-3.7\libact\query_strategies\multiclass copying libact\query_strategies\multiclass\expected_error_reduction.py -> build\lib.win-amd64-3.7\libact\query_strategies\multiclass copying libact\query_strategies\multiclass\hierarchical_sampling.py -> build\lib.win-amd64-3.7\libact\query_strategies\multiclass copying libact\query_strategies\multiclass\mdsp.py -> build\lib.win-amd64-3.7\libact\query_strategies\multiclass copying libact\query_strategies\multiclass_init_.py -> build\lib.win-amd64-3.7\libact\query_strategies\multiclass creating build\lib.win-amd64-3.7\libact\utils copying libact\utils_init_.py -> build\lib.win-amd64-3.7\libact\utils running build_ext No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils building 'libact.query_strategies._variance_reduction' extension creating build\temp.win-amd64-3.7 creating build\temp.win-amd64-3.7\Release creating build\temp.win-amd64-3.7\Release\libact creating build\temp.win-amd64-3.7\Release\libact\query_strategies creating build\temp.win-amd64-3.7\Release\libact\query_strategies\src creating build\temp.win-amd64-3.7\Release\libact\query_strategies\src\variance_reduction E:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -Ie:\softwares\python\lib\site-packages\numpy\core\include -I/usr/include/ -Ie:\softwares\python\include -Ie:\softwares\python\include -IE:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\shared -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\cppwinrt /Tclibact/query_strategies/src/variance_reduction/variance_reduction.c /Fobuild\temp.win-amd64-3.7\Release\libact/query_strategies/src/variance_reduction/variance_reduction.obj -std=c11 cl : Command line warning D9002 : ignoring unknown option '-std=c11' variance_reduction.c libact/query_strategies/src/variance_reduction/variance_reduction.c(5): fatal error C1083: Cannot open include file: 'lapacke.h': No such file or directory error: Command "E:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -Ie:\softwares\python\lib\site-packages\numpy\core\include -I/usr/include/ -Ie:\softwares\python\include -Ie:\softwares\python\include -IE:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Tools\MSVC\14.28.29333\include -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\ucrt -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\shared -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\um -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\winrt -IC:\Program Files (x86)\Windows Kits\10\include\10.0.18362.0\cppwinrt /Tclibact/query_strategies/src/variance_reduction/variance_reduction.c /Fobuild\temp.win-amd64-3.7\Release\libact/query_strategies/src/variance_reduction/variance_reduction.obj -std=c11" failed with exit status 2
I think you'll have to either install lapacke or install the package without hintsvm and variance_reduction https://github.com/ntucllab/libact#installation-options
Was installing the module as well and was searching for a issue that showed my error and found this one. There is a question that came to mind: "What files are supposed to be in the libact library?" If its the ones on the print I m attaching we could just add the module to the lib folder on python where the modules are installed(C:\Users\User\AppData\Local\Programs\Python\Python36\Lib\site-packages) and add lapacke.h file somewhere(since its available at the lapack website) and change up the python import to import the .h file from where we put it correct? @yangarbiter
I am not super familiar with windows right now. I guess you will need to set some environment variable (PATH in linux) to the directory of the lapacke.h.
I think you might need some other files other than the header file lapacke.h. I found this website. Do you want to take a look and see if you can get it installed?
I can try to help not only me but others to solve this issue on windows, but by the looks of things in MacOs as well(from other issues I saw in the github). Btw is it normal to see this error message if u say to libact u dont want to install variance_reduction?And it also does the same for when u try to say to libact that u dont want variance_reduction and hintsvm(no issue found for hintsvm tho, as shown on second print (
)
Could you try installing the package with this command (without the py -3.6 -m in the beginning and the space between space between LIBACT_BUILD_HINTSVM and 1.
LIBACT_BUILD_HINTSVM=1 pip install git+https://github.com/ntucllab/libact.git
If you really wants to run py -3.6 -m you should do
LIBACT_BUILD_VARIANCE_REDUCTION=1 LIBACT_BUILD_HINTSVM=1 py -3.6 -m pip install git+https://github.com/ntucllab/libact.git
We know that LAPACKE is hard to install in many other operating systems. @ariapoy is trying another way to remove the requirement of LAPACKE. Hopefully we can make the installation process easier soon.
Could you try installing the package with this command (without the
py -3.6 -min the beginning and the space between space betweenLIBACT_BUILD_HINTSVMand1.LIBACT_BUILD_HINTSVM=1 pip install git+https://github.com/ntucllab/libact.gitIf you really wants to run
py -3.6 -myou should doLIBACT_BUILD_VARIANCE_REDUCTION=1 LIBACT_BUILD_HINTSVM=1 py -3.6 -m pip install git+https://github.com/ntucllab/libact.git
U cannot use it like that in windows , as is shown in the print I attach... It throws out a libact build variance reduction is not a command as it should, cause in windows u should put first the command in the command prompt and then the variables, hence y that error
We know that LAPACKE is hard to install in many other operating systems. @ariapoy is trying another way to remove the requirement of LAPACKE. Hopefully we can make the installation process easier soon.
Hopefully! But I m also trying to see a solution to help windows users for now, so that this issue becomes solved and u can add it later to something in the readme in case lapacke is indeed a important package for the code and cant be replaced
We know that LAPACKE is hard to install in many other operating systems. @ariapoy is trying another way to remove the requirement of LAPACKE. Hopefully we can make the installation process easier soon.
Hopefully! But I m also trying to see a solution to help windows users for now, so that this issue becomes solved and u can add it later to something in the readme in case lapacke is indeed a important package for the code and cant be replaced
Do u know(from installing it on your own pc) what files should be imported and inside of the package? In other words is all the files inside of the github master needed? Or only the ones inside of the libact folder for libact to run? So I can try and help the windows users out(and help u as well) with this recurring issue and try to find a fix for u as well for this issue, since the module itself seems interesting and I would love to help you out with this and let more people experience this package with no issues.
Can you try to set the environment variables like mentioned here? https://superuser.com/questions/79612/setting-and-getting-windows-environment-variables-from-the-command-prompt
Something like
set LIBACT_BUILD_VARIANCE_REDUCTION=1
set LIBACT_BUILD_HINTSVM=1
pip install git+https://github.com/ntucllab/libact.git
Can you try to set the environment variables like mentioned here? https://superuser.com/questions/79612/setting-and-getting-windows-environment-variables-from-the-command-prompt
Something like
set LIBACT_BUILD_VARIANCE_REDUCTION=1 set LIBACT_BUILD_HINTSVM=1 pip install git+https://github.com/ntucllab/libact.git
I can try and give u a result for it
After doing the sets it did the installation with the error with variance reduction on 1 as shown in the first print. So it seemed the set did nothing,
But as soon as I did set Variance reduction to 0 on the set command no errors occurred as shown here:
So we know the way on windows to do the setting of the variables is with this part of code u suggested with the set command(not sure if same for MacOs, I can try and search it to help u respond as well to MacOs user issue) One thing stood out tho . If LIBACT_BUILD_VARIANCE_REDUCTION = 0 should the file even be in the package? Cause that's what happened to me as I did that. Shouldn't it mean that the query strategy is not to be there? In the mean time(although I wanted to install the package for the hintSVM Algorithm) I ll try and help u solving the Variance Reduction issue so that people that really want to use the variance reduction can have a easy way of installing the package and having that working 😄