Intel® Distribution for Python* Known Issues

 

Intel Distribution for Python 2019 and 2018

Intel® Parallel Studio 2019.1 Intel Python cannot find libiomp on macOS*

Intel® Parallel Studio 2019.1 installations of python on macOS* do not correctly place libiomp where python can locate it. To remedy the problem, you can use conda to uninstall intel-openmp, then use conda install intel-openmp -c intel --override-channels. Alternatively, you can source the compilervars script included in Parallel Studio.
 

Intel® Parallel Studio 2019.1 Intel Python 2.7 runtime failure using Intel TBB® on Windows*

The tbb package included in Intel® Parallel Studio does not link all the needed files into a python 2.7 environment, resulting in a runtime error "ImportError: No module named _api." Installation of the tbb package from the online Intel channel will fix the problem (conda install tbb -c intel --override-channels). A workaround is to source the tbbvars.bat script included in Intel® Parallel Studio.
 

Conda Update says 2017.X.X/2018.X.X is the latest

Starting from an existing Intel(R) Distribution for Python (IDP) 3.5.x conda environment, issuing the "conda update" command does not update the environment to IDP 2019.X.X It only says "All requested packages already installed."

Solution: Use "conda install python=3.6 -c intel" instead

Root Cause: The python version changed to python 3.6 with the 2018 release, and the "conda update" command will not update python itself because changing python is very disruptive to an environment. Using the "conda install" command to explicitly request python 3.6 will allow python and all its dependent packages to be updated. An alternative solution is creating a new conda environment with the 2019 distribution.

TBB Module

  • While using -m TBB to run applications on Windows, MKL will use OpenMP, which means TBB may not be as effective at addressing oversubscription on Windows as it is on Unix platforms. 
  • Sklearn applications might not be benefited from tbb4py

MPI4py Module

Starting 2019* product for impi, libmpi depends on libfabric at runtime which has been newly added to the product, giving users the ability to use custom libfabric. This requires mpivars.sh/mpivars.csh to be run to set the libmpi's RPATH with appropriate libfabric relative-path


Issue
IDP installation through anaconda doesn't set libmpi's RPATH correctly, making impi unusable


Workaround
To make mpi4py usable , the user is required to set the following PATH variables
•PATH=$PREFIX/bin:$PATH
•FI_PROVIDER_PATH=$PREFIX/lib/libfabric/prov
•LD_LIBRARY_PATH=$PREFIX/lib/libfabric

PYTHONPATH on Windows

PYTHONPATH should be cleared before installation (set PYTHONPATH=) on Windows

  • Reference the Installation section to avoid PYTHONPATH-related issues

Building PyDAAL with the Intel(R) Distribution for Python

When attempting to build PyDAAL from source with Intel(R) Distribution for Python, be advised that the DAAL libraries shipped with Intel Python will take precedence over all other DAAL libraries. To work around this, you can either uninstall PyDAAL from your distribution:

conda remove pydaal

Or better, create a new conda environment without PyDAAL:

conda create -n new_pydaal -c intel --override-channels numpy
source activate new_pydaal

This instructs conda to create a new environment named “new_pydaal” (-n new_pydaal) using the Intel channel (-c intel) and ignoring other channels (--override-channels) with numpy and its dependencies, which covers all the dependencies for PyDAAL. Then you can use the "new_pydaal" environment to build and run any version of PyDAAL you want. Simply point the PYTHONPATH environment variable to the newly-built package or use the familiar

python setup.py install

Potential 'NaN' results with Windows users on MKL 2018.0.1

Please see this KB article for more information.

Running Pandas and Sklearn tests

  • Sklearn fails while running a test "test_standard_scaler_numerical_stability" on older hardware
  • On Windows 7 VM, test "test_pytables" crashes when pandas runs the test suite

Functional Test Issues

Some functional tests in various modules are known to fail with the Intel Python distribution. The Intel Python engineering team has analyzed all failing tests and fixed all critical issues. However, there are some test failures that it was deemed safe to ignore. The complete list of skipped tests can be found below. Skipped tests fall into the following categories

  • Failures specific to a particular validation environment (VM or Docker container)
  • Poorly written numerical accuracy tests

cython

Python versionLinuxWindowsmacOS
2.7.12
  • test_embed (__main__.EmbedTest)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
  • runTest (__main__.CythonUnitTestCase)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
  • test_transpose (numpy_memoryview.__test__)
  • runTest (__main__.CythonRunTestCase)
  • runTest (__main__.CythonRunTestCase)
  • test_embed (__main__.EmbedTest)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
3.6.2
  • test_embed (__main__.EmbedTest)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
  • runTest (__main__.CythonRunTestCase)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
  • runTest (__main__.EndToEndTest)
  • runTest (__main__.CythonCompileTestCase)
  • runTest (__main__.CythonRunTestCase)
  • test_embed (__main__.EmbedTest)
  • numpy_test (numpy_test.__test__)
  • numpy_test ()
  • runTest (__main__.EndToEndTest)

ipykernel

Python versionLinuxWindowsmacOS
2.7.12N/A
  • simple print statement in kernel
  • ipykernel.tests.test_kernel.test_smoke_faulthandler
  • error in mp.Process doesn't crash
  • test that sys.path doesn't get messed up when `--profile-dir` is specified
  • Kernel exits after polite shutdown_request
  • printing from forked mp.Process
  • Does requesting history from an in-process kernel work?
3.6.2
  • simple print statement in kernel
  • simple print statement in kernel
  • ipykernel.tests.test_kernel.test_smoke_faulthandler
  • error in mp.Process doesn't crash
  • test that sys.path doesn't get messed up when `--profile-dir` is specified
  • Kernel exits after polite shutdown_request
  • printing from forked mp.Process
  • Does requesting history from an in-process kernel work?

jupyter_client

Python versionLinuxWindowsmacOS
2.7.12
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_start_new_kernel (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_cant_install_kernel_spec (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_start_new_kernel (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • Failure: ModuleNotFoundError (No module named 'IPython')
  • test_ipc_lifecycle (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • test_tcp_lifecycle (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_install_kernel_spec_prefix (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_ipc_lifecycle (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_execute_interactive (jupyter_client.tests.test_client.TestKernelClient)
  • test_tcp_cinfo (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_shutdown_all (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_tcp_lifecycle (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • jupyter_client.tests.test_connect.test_find_connection_file
  • test_ipc_cinfo (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_signal_kernel_subprocesses (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_cant_install_kernel_spec (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_install_kernel_spec_prefix (jupyter_client.tests.test_kernelspec.KernelSpecTests)
3.6.2
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_cant_install_kernel_spec (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_start_new_kernel (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • Failure: ModuleNotFoundError (No module named 'IPython')
  • test_ipc_lifecycle (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • test_tcp_lifecycle (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_install_kernel_spec_prefix (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_ipc_lifecycle (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_tcp_cinfo (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_shutdown_all (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_tcp_lifecycle (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • jupyter_client.tests.test_connect.test_find_connection_file
  • test_ipc_cinfo (jupyter_client.tests.test_multikernelmanager.TestKernelManager)
  • test_signal_kernel_subprocesses (jupyter_client.tests.test_kernelmanager.TestKernelManager)
  • test_datetimes_msgpack (jupyter_client.tests.test_session.TestSession)
  • test_cant_install_kernel_spec (jupyter_client.tests.test_kernelspec.KernelSpecTests)
  • test_install_kernel_spec_prefix (jupyter_client.tests.test_kernelspec.KernelSpecTests)

jupyter_core

Python versionLinuxWindowsmacOS
2.7.12N/A
  • test_path_priority
  • test_runtime_dir_darwin
  • test_data_dir_darwin
  • test_config_dir_windows
  • test_config_dir_linux
  • test_config_dir_darwin
3.6.2N/A
  • test_path_priority
  • test_runtime_dir_darwin
  • test_data_dir_darwin
  • test_config_dir_windows
  • test_config_dir_linux
  • test_config_dir_darwin

nose

Python versionLinuxWindowsmacOS
2.7.12N/A
  • test_can_split.test_a
  • runTest (test_multiprocessing.test_process_timeout.TestMPTimeout)
  • test_load_from_name_package_root_path (test_loader.TestTestLoader)
  • test_can_split.test_b
  • Doctest: multiprocess.rst
  • test_multiprocessing.test_keyboardinterrupt.test_keyboardinterrupt_twice
  • test_multiprocessing.test_keyboardinterrupt.test_keyboardinterrupt
3.6.2
  • test_value (test_load_tests_from_test_case.NoFixturePlug.loadTestsFromTestCase..Derived)
  • Failure: ModuleNotFoundError (No module named 'apackagethatdoesntexist')
  • runTest (test_load_tests_from_test_case.TestLoadTestsFromTestCaseHook)
  • test_addFailure (test_xunit.TestXMLOutputWithXML)
  • test_failed_import_module_name (test_loader.TestNoseTestLoader)
  • test_addError (test_xunit.TestXMLOutputWithXML)
  • Doctest: test_withid_failures.rst
  • Failure: ImportError (No module ...apackagethatdoesntexist...)
  • test_b.test_fail
  • Failure: ModuleNotFoundError (No module named 'no_such_module')
  • Doctest: imported_tests.rst
  • test_addSuccess (test_xunit.TestXMLOutputWithXML)
N/AN/A

notebook

Python versionLinuxWindowsmacOS
2.7.12
  • test_copy_dir_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_dir_no_content (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_path (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_delete (notebook.services.contents.tests.test_contents_api.APITest)
  • test_rename_existing (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_kernel_resource_file (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_upload_txt (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_rename (notebook.services.contents.tests.test_contents_api.APITest)
  • test_checkpoints_follow_file (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_copy (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_v2 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_dir_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_kernel_name (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_rename (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_binary_file_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_untitled (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload (notebook.services.contents.tests.test_contents_api.APITest)
  • test_list_dirs (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_bad_type (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_kernelspec (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_list_kernelspecs (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_copy (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_path (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_text_file_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_untitled_txt (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_create_untitled (notebook.services.contents.tests.test_contents_api.APITest)
  • test_hidden_files (notebook.tests.test_files.FilesTest)
  • test_save (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_checkpoints (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_copy (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_path (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_copy_put_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_rename_existing (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload_txt (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_put_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_nb_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_kernel_handler (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_redirect (notebook.tree.tests.test_tree_handler.TreeTest)
  • test_main_kernel_handler (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_get_nb_no_content (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_list_formats (notebook.services.nbconvert.tests.test_nbconvert_api.APITest)
  • test_get_dir_no_content (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_hidden_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_nb_no_content (notebook.services.contents.tests.test_contents_api.APITest)
  • test_delete_dirs (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_retrieve_config (notebook.services.config.tests.test_config_api.APITest)
  • test_get_bad_type (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_checkpoints (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_with_kernel_id (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_create_untitled_txt (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_untitled (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_binary_file_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_list_notebooks (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_b64 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_modify (notebook.services.config.tests.test_config_api.APITest)
  • test_get_text_file_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_save (notebook.services.contents.tests.test_contents_api.APITest)
  • test_delete (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_delete_dirs (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_list_notebooks (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_kernel_id (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_default_kernel (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_get_nb_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_download (notebook.tests.test_files.FilesTest)
  • test_copy (notebook.services.contents.tests.test_contents_api.APITest)
  • test_mkdir_untitled (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_hidden_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_b64 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload_v2 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_checkpoints_follow_file (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_delete (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_create (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_list_dirs (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_unknown (notebook.services.config.tests.test_config_api.APITest)
N/AN/A
3.6.2
  • test_copy_dir_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_dir_no_content (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_path (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_delete (notebook.services.contents.tests.test_contents_api.APITest)
  • test_rename_existing (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_kernel_resource_file (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_upload_txt (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_rename (notebook.services.contents.tests.test_contents_api.APITest)
  • test_checkpoints_follow_file (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_copy (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_v2 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_dir_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_kernel_name (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_rename (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_binary_file_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_untitled (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload (notebook.services.contents.tests.test_contents_api.APITest)
  • test_list_dirs (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_bad_type (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_kernelspec (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_list_kernelspecs (notebook.services.kernelspecs.tests.test_kernelspecs_api.APITest)
  • test_copy (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_path (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_text_file_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_untitled_txt (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_create_untitled (notebook.services.contents.tests.test_contents_api.APITest)
  • test_hidden_files (notebook.tests.test_files.FilesTest)
  • test_save (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_checkpoints (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_copy_copy (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_path (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_copy_put_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_rename_existing (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload_txt (notebook.services.contents.tests.test_contents_api.APITest)
  • test_copy_put_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_nb_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_kernel_handler (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_redirect (notebook.tree.tests.test_tree_handler.TreeTest)
  • test_main_kernel_handler (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_get_nb_no_content (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_list_formats (notebook.services.nbconvert.tests.test_nbconvert_api.APITest)
  • test_get_dir_no_content (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_hidden_400 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_get_nb_no_content (notebook.services.contents.tests.test_contents_api.APITest)
  • test_delete_dirs (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_retrieve_config (notebook.services.config.tests.test_config_api.APITest)
  • test_get_bad_type (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_checkpoints (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_with_kernel_id (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_create_untitled_txt (notebook.services.contents.tests.test_contents_api.APITest)
  • test_create_untitled (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_binary_file_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_list_notebooks (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_b64 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_modify (notebook.services.config.tests.test_config_api.APITest)
  • test_get_text_file_contents (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_save (notebook.services.contents.tests.test_contents_api.APITest)
  • test_delete (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_delete_dirs (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_list_notebooks (notebook.services.contents.tests.test_contents_api.APITest)
  • test_modify_kernel_id (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_default_kernel (notebook.services.kernels.tests.test_kernels_api.KernelAPITest)
  • test_get_nb_contents (notebook.services.contents.tests.test_contents_api.APITest)
  • test_download (notebook.tests.test_files.FilesTest)
  • test_copy (notebook.services.contents.tests.test_contents_api.APITest)
  • test_mkdir_untitled (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_mkdir_hidden_400 (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_upload_b64 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_upload_v2 (notebook.services.contents.tests.test_contents_api.APITest)
  • test_checkpoints_follow_file (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_delete (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_create (notebook.services.sessions.tests.test_sessions_api.SessionAPITest)
  • test_list_dirs (notebook.services.contents.tests.test_contents_api.GenericFileCheckpointsAPITest)
  • test_get_unknown (notebook.services.config.tests.test_config_api.APITest)
N/AN/A

numba

Python versionLinuxWindowsmacOS
2.7.12
  • test_complex_unify_issue599_multihash (numba.tests.test_typeinfer.TestUnifyUseCases)
  • test_compile_helperlib (numba.tests.test_pycc.TestCC)
  • test_caching_overload_method (numba.tests.test_extending.TestOverloadMethodCaching)
  • test_compile_nrt (numba.tests.test_pycc.TestCC)
  • test_numpy_random_startup (numba.tests.test_random.TestRandom)
  • test_caching (numba.tests.test_cfunc.TestCFuncCache)
  • test_setup_py_setuptools (numba.tests.test_pycc.TestDistutilsSupport)
  • test_random_random_startup (numba.tests.test_random.TestRandom)
  • test_optional_unpack (numba.tests.test_optional.TestOptional)
  • test_py_implicit_initialization (numba.tests.test_random.TestProcesses)
  • test_module (numba.tests.test_runtests.TestCase)
  • test_subpackage (numba.tests.test_runtests.TestCase)
  • test_all (numba.tests.test_runtests.TestCase)
  • test_random_gauss_startup (numba.tests.test_random.TestRandom)
  • test_profiler_np_dot (numba.tests.test_profiler.TestProfiler)
  • test_cuda (numba.tests.test_runtests.TestCase)
  • test_cache_reuse (numba.tests.test_dispatcher.TestCache)
  • test_unserialize_other_process_bitcode (numba.tests.test_codegen.JITCPUCodegenTestCase)
  • test_other_process (numba.tests.test_serialize.TestDispatcherPickling)
  • test_first_load_cached_ufunc (numba.tests.npyufunc.test_caching.TestCacheSpecificIssue)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_default (numba.tests.test_runtests.TestCase)
  • test_numpy_gauss_startup (numba.tests.test_random.TestRandom)
  • test_np_implicit_initialization (numba.tests.test_random.TestProcesses)
  • test_first_load_cached_gufunc (numba.tests.npyufunc.test_caching.TestCacheSpecificIssue)
  • test_unserialize_other_process_object_code (numba.tests.test_codegen.JITCPUCodegenTestCase)
  • test_setup_py_distutils (numba.tests.test_pycc.TestDistutilsSupport)
  • test_caching (numba.tests.test_dispatcher.TestCache)
  • test_reciprocal_F_F (numba.tests.test_ufuncs.TestLoopTypesReciprocalNoPython)
  • test_divide_array_op (numba.tests.test_ufuncs.TestArrayOperators)
  • test_compile_helperlib (numba.tests.test_pycc.TestCC)
  • test_reciprocal_f_f (numba.tests.test_ufuncs.TestLoopTypesFloatNoPython)
  • test_compile_nrt (numba.tests.test_pycc.TestCC)
  • test_round_array (numba.tests.test_array_methods.TestArrayMethods)
  • test_divmod_floats (numba.tests.test_builtins.TestBuiltins)
  • test_reciprocal_f_f (numba.tests.test_ufuncs.TestLoopTypesReciprocalNoPython)
  • test_setup_py_setuptools (numba.tests.test_pycc.TestDistutilsSupport)
  • test_inspect_cfg (numba.tests.test_dispatcher.TestDispatcherMethods)
  • test_reciprocal_F_F (numba.tests.test_ufuncs.TestLoopTypesComplexNoPython)
  • test_divmod_floats_npm (numba.tests.test_builtins.TestBuiltins)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_compile (numba.tests.test_pycc.TestCC)
  • test_compile_for_cpu_host (numba.tests.test_pycc.TestCC)
  • test_compile_for_cpu (numba.tests.test_pycc.TestCC)
  • test_array_prod_global_float32_1d (numba.tests.test_array_reductions.TestArrayReductions)
  • test_array_prod_float32_1d (numba.tests.test_array_reductions.TestArrayReductions)
  • test_array_prod_float32_2d (numba.tests.test_array_reductions.TestArrayReductions)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_array_nanprod_float32_1d (numba.tests.test_array_reductions.TestArrayReductions)
  • test_index_ufunc (numba.tests.test_extending.TestPandasLike)
  • test_ufunc (numba.tests.test_smart_array.TestJIT)
  • test_array_prod_global_float32_2d (numba.tests.test_array_reductions.TestArrayReductions)
  • test_array_nanprod_float32_2d (numba.tests.test_array_reductions.TestArrayReductions)
3.6.2
  • test_compile_helperlib (numba.tests.test_pycc.TestCC)
  • test_caching (numba.tests.test_dispatcher.TestCache)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_caching (numba.tests.test_cfunc.TestCFuncCache)
  • test_compile_nrt (numba.tests.test_pycc.TestCC)
  • test_inspect_cfg (numba.tests.test_dispatcher.TestDispatcherMethods)
  • test_expm1_npm (numba.tests.test_mathlib.TestMathLib)
  • test_compile_helperlib (numba.tests.test_pycc.TestCC)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_compile_nrt (numba.tests.test_pycc.TestCC)
  • test_index_ufunc (numba.tests.test_extending.TestPandasLike)
  • test_ipython (numba.tests.test_dispatcher.TestCache)
  • test_ufunc (numba.tests.test_smart_array.TestJIT)

numexpr

Python versionLinuxWindowsmacOS
2.7.12N/A
  • test_scalar0_float32_aggressive_OPERATIONS_1071 (numexpr.tests.test_numexpr.TestExpressions)
  • test_scalar0_float32_none_OPERATIONS_0815 (numexpr.tests.test_numexpr.TestExpressions)
  • test_scalar2_float32_moderate_OPERATIONS_4561 (numexpr.tests.test_numexpr.TestExpressions)
  • test_scalar2_float32_aggressive_OPERATIONS_4689 (numexpr.tests.test_numexpr.TestExpressions)
  • test_scalar2_float32_none_OPERATIONS_4433 (numexpr.tests.test_numexpr.TestExpressions)
  • test_scalar0_float32_moderate_OPERATIONS_0943 (numexpr.tests.test_numexpr.TestExpressions)
N/A
3.6.2N/AN/AN/A

numpy-1.11

Python versionLinuxWindowsmacOS
2.7.12
  • test_kind.TestKind.test_all
  • test_inplace_division_array_type (test_core.TestMaskedArrayInPlaceArithmetics)
  • test_astype_largearray (test_regression.TestRegression)
N/A
3.6.2
  • test_kind.TestKind.test_all
  • test_astype_largearray (test_regression.TestRegression)
N/A

numpy

Python versionLinuxWindowsmacOS
2.7.12
  • test_kind.TestKind.test_all
  • test_mem_overlap.TestUFunc.test_unary_ufunc_1d_manual
  • test_inplace_division_array_type (test_core.TestMaskedArrayInPlaceArithmetics)
  • test_astype_largearray (test_regression.TestRegression)
  • test_poly (test_polynomial.TestDocs)
  • test_kind.TestKind.test_all
3.6.2
  • test_kind.TestKind.test_all
  • test_astype_largearray (test_regression.TestRegression)
  • test_kind.TestKind.test_all

pandas

Python versionLinuxWindowsmacOS
2.7.12
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • TestClipboard.test_round_trip_valid_encodings
  • TestClipboard.test_round_trip_frame_sep
  • test_read_clipboard_infer_excel (pandas.io.tests.test_clipboard.TestClipboard)
  • test_div (pandas.tests.series.test_operators.TestSeriesOperators)
  • test_round_trip_frame (pandas.io.tests.test_clipboard.TestClipboard)
  • test_round_trip_frame_sep (pandas.io.tests.test_clipboard.TestClipboard)
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • TestClipboard.test_round_trip_frame
  • test_round_trip_valid_encodings (pandas.io.tests.test_clipboard.TestClipboard)
  • test__has_infs (pandas.tests.test_nanops.TestnanopsDataFrame)
  • test_sum_inf (pandas.tests.series.test_analytics.TestSeriesAnalytics)
  • test_round_trip_frame_string (pandas.io.tests.test_clipboard.TestClipboard)
  • test_assert_almost_equal_inf (pandas.tests.test_testing.TestAssertAlmostEqual)
  • TestClipboard.test_read_clipboard_infer_excel
  • TestClipboard.test_round_trip_frame_string
3.6.2
  • test_slice_to_array_conversion (pandas.tests.test_internals.TestBlockPlacement)
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • test_slice_iter (pandas.tests.test_internals.TestBlockPlacement)
  • test_blockplacement_add_int (pandas.tests.test_internals.TestBlockPlacement)
  • test_slice_to_array_conversion (pandas.tests.test_internals.TestBlockPlacement)
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • test_slice_iter (pandas.tests.test_internals.TestBlockPlacement)
  • test_blockplacement_add_int (pandas.tests.test_internals.TestBlockPlacement)
  • TestClipboard.test_round_trip_valid_encodings
  • TestClipboard.test_round_trip_frame_sep
  • test_slice_iter (pandas.tests.test_internals.TestBlockPlacement)
  • test_read_clipboard_infer_excel (pandas.io.tests.test_clipboard.TestClipboard)
  • test_round_trip_frame (pandas.io.tests.test_clipboard.TestClipboard)
  • test_round_trip_frame_sep (pandas.io.tests.test_clipboard.TestClipboard)
  • test_append_index (pandas.tests.test_multilevel.TestMultiLevel)
  • TestClipboard.test_round_trip_frame
  • test_round_trip_valid_encodings (pandas.io.tests.test_clipboard.TestClipboard)
  • test_round_trip_frame_string (pandas.io.tests.test_clipboard.TestClipboard)
  • test_slice_to_array_conversion (pandas.tests.test_internals.TestBlockPlacement)
  • test_blockplacement_add_int (pandas.tests.test_internals.TestBlockPlacement)
  • TestClipboard.test_read_clipboard_infer_excel
  • TestClipboard.test_round_trip_frame_string

path.py

Python versionLinuxWindowsmacOS
2.7.12N/A
  • TestMergeTree.test_with_nonexisting_dst_args
  • TestMergeTree.test_with_nonexisting_dst_kwargs
  • TestMergeTree.test_with_existing_dst
N/A
3.6.2N/A
  • TestScratchDir.test_listdir_other_encoding[FastPath]
  • TestScratchDir.test_listdir_other_encoding[Path]
  • TestScratchDir.test_shutil
N/A

pillow

Python versionLinuxWindowsmacOS
2.7.12
  • TestFileJpeg.test_load_djpeg
N/A
  • TestFileJpeg.test_load_djpeg
  • TestImageGrab.test_grab2
  • TestImageGrab.test_grab
3.6.2
  • TestFileJpeg.test_load_djpeg
N/A
  • TestFileJpeg.test_load_djpeg
  • TestImageGrab.test_grab2
  • TestImageGrab.test_grab

pygments

Python versionLinuxWindowsmacOS
2.7.12N/A
  • test_load_from_file (test_cmdline.CmdLineTest)
N/A
3.6.2N/A
  • test_load_from_file (test_cmdline.CmdLineTest)
N/A

pytest

Python versionLinuxWindowsmacOS
2.7.12N/A
  • test_assert_compare_truncate_longmessage
  • test_long
  • test_assert_compare_truncate_longmessage
  • test_long
3.6.2N/A
  • test_assert_compare_truncate_longmessage
  • test_long
  • test_assert_compare_truncate_longmessage
  • test_long

python-2.7

Python versionLinuxWindowsmacOS
2.7.12
  • test_import
  • test_gdb
  • test_ssl
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_subprocess
  • test_urllib
  • test_urllib2_localnet
  • test_import
  • test_distutils
  • test_readline
  • test_ensurepip
  • test_urllib2
  • test_asyncore
  • test_import
  • test_gdb
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_subprocess
  • test_nis
3.6.2N/AN/AN/A

python-3.5

Python versionLinuxWindowsmacOS
2.7.12N/AN/AN/A
3.6.2
  • test_dbm
  • test_cmd_line
  • test_ssl
  • test_selectors
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_import
  • test_distutils
  • test_subprocess
  • test_venv
  • test_cmd_line
  • test_tools
  • test_lib2to3
  • test_platform
  • test_urllib
  • test_urllib2_localnet
  • test_sysconfig
  • test_import
  • test_urllib2
  • test_pydoc
  • test_asyncore
  • test_cmd_line
  • test_posix
  • test_pydoc
  • test_socket
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_import
  • test_distutils
  • test_venv
  • test_eintr

python-3.6

Python versionLinuxWindowsmacOS
2.7.12N/AN/AN/A
3.6.2
  • test_cmd_line
  • test_ssl
  • test_selectors
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_subprocess
  • test_venv
  • test_cmd_line
  • test_tools
  • test_lib2to3
  • test_regrtest
  • test_platform
  • test_urllib
  • test_urllib2_localnet
  • test_sysconfig
  • test_re
  • test_subprocess
  • test_urllib2
  • test_cmd_line
  • test_ssl
  • test_ensurepip
  • test_urllib2
  • test_urllib
  • test_urllib2_localnet
  • test_venv
  • test_nis

python-dateutil

Python versionLinuxWindowsmacOS
2.7.12N/AN/AN/A
3.6.2N/A
  • testFoldNegativeUTCOffset (dateutil.test.test_tz.TzWinTest)
  • testFoldPositiveUTCOffset (dateutil.test.test_tz.TzWinTest)
N/A

pytz

Python versionLinuxWindowsmacOS
2.7.12
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)
3.6.2
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)
  • no_testCreateLocaltime (test_tzinfo.LocalTestCase)

pyzmq

Python versionLinuxWindowsmacOS
2.7.12N/A
  • TestEINTRSysCall.test_retry_poll
  • TestEINTRSysCall.test_retry_send
  • TestMonitoredQueue.test_router_router
  • TestEINTRSysCall.test_retry_term
  • TestEINTRSysCall.test_retry_recv
  • TestSecurity.test_plain
N/A
3.6.2N/A
  • TestEINTRSysCall.test_retry_poll
  • TestEINTRSysCall.test_retry_send
  • TestMonitoredQueue.test_router_router
  • TestAsyncioAuthentication.test_curve
  • TestEINTRSysCall.test_retry_term
  • TestEINTRSysCall.test_retry_recv
  • TestAsyncioAuthentication.test_plain
N/A

scikit-image

Python versionLinuxWindowsmacOS
2.7.12
  • skimage.novice.tests.test_novice.test_update_on_save
N/AN/A
3.6.2
  • skimage.novice.tests.test_novice.test_update_on_save
N/AN/A

scikit-learn

Python versionLinuxWindowsmacOS
2.7.12
  • .*test_non_meta_estimators:check_fit2d_predict1d\(LinearRegression\)
  • .*sklearn\.model_selection\.tests\.test_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_estimators_nan_inf\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_estimators_pickle\(LinearRegression\)
  • .*sklearn\.mixture\.tests\.test_dpgmm\.test_class_weights
  • .*test_non_meta_estimators:check_estimators_nan_inf\(LinearRegression\)
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_estimators_pickle\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_fit2d_predict1d\(RANSACRegressor\)
  • .*sklearn\.tests\.test_cross_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_supervised_y_2d\(RANSACRegressor\)
  • .*sklearn\.decomposition\.tests\.test_fastica\.test_fastica_simple
  • .*test_non_meta_estimators:check_estimators_pickle\(Ridge\)
  • .*sklearn\.cluster\.tests\.test_k_means\.test_k_means_non_collapsed
  • .*sklearn\.cluster\.tests\.test_bicluster\.test_project_and_cluster
  • .*sklearn\.manifold\.tests\.test_spectral_embedding\.test_pipeline_spectral_clustering
  • .*sklearn\.linear_model\.tests\.test_ridge\.test_dense_sparse\(\
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_fit2d_predict1d\(LinearRegression\)
  • .*sklearn\.model_selection\.tests\.test_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_estimators_nan_inf\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_estimators_pickle\(LinearRegression\)
  • .*sklearn\.mixture\.tests\.test_dpgmm\.test_class_weights
  • .*sklearn\.preprocessing\.tests\.test_data\.test_standard_scaler_numerical_stability
  • .*test_non_meta_estimators:check_estimators_nan_inf\(LinearRegression\)
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_estimators_pickle\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_fit2d_predict1d\(RANSACRegressor\)
  • .*sklearn\.tests\.test_cross_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_supervised_y_2d\(RANSACRegressor\)
  • .*sklearn\.decomposition\.tests\.test_fastica\.test_fastica_simple
  • .*test_non_meta_estimators:check_estimators_pickle\(Ridge\)
  • .*sklearn\.cluster\.tests\.test_k_means\.test_k_means_non_collapsed
  • .*sklearn\.cluster\.tests\.test_bicluster\.test_project_and_cluster
  • .*sklearn\.manifold\.tests\.test_spectral_embedding\.test_pipeline_spectral_clustering
  • .*sklearn\.linear_model\.tests\.test_ridge\.test_dense_sparse\(\
3.6.2
  • .*test_non_meta_estimators:check_fit2d_predict1d\(LinearRegression\)
  • .*sklearn\.model_selection\.tests\.test_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_estimators_nan_inf\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_estimators_pickle\(LinearRegression\)
  • .*sklearn\.mixture\.tests\.test_dpgmm\.test_class_weights
  • .*test_non_meta_estimators:check_estimators_nan_inf\(LinearRegression\)
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_estimators_pickle\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_fit2d_predict1d\(RANSACRegressor\)
  • .*sklearn\.tests\.test_cross_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_supervised_y_2d\(RANSACRegressor\)
  • .*sklearn\.decomposition\.tests\.test_fastica\.test_fastica_simple
  • .*test_non_meta_estimators:check_estimators_pickle\(Ridge\)
  • .*sklearn\.cluster\.tests\.test_k_means\.test_k_means_non_collapsed
  • .*sklearn\.cluster\.tests\.test_bicluster\.test_project_and_cluster
  • .*sklearn\.manifold\.tests\.test_spectral_embedding\.test_pipeline_spectral_clustering
  • .*sklearn\.linear_model\.tests\.test_ridge\.test_dense_sparse\(\
  • .*test_non_meta_estimators:check_fit2d_predict1d\(LinearRegression\)
  • .*sklearn\.model_selection\.tests\.test_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_estimators_nan_inf\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_estimators_pickle\(LinearRegression\)
  • .*sklearn\.mixture\.tests\.test_dpgmm\.test_class_weights
  • .*test_non_meta_estimators:check_estimators_nan_inf\(LinearRegression\)
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_estimators_pickle\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_fit2d_predict1d\(RANSACRegressor\)
  • .*sklearn\.tests\.test_cross_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_supervised_y_2d\(RANSACRegressor\)
  • .*sklearn\.decomposition\.tests\.test_fastica\.test_fastica_simple
  • .*test_non_meta_estimators:check_estimators_pickle\(Ridge\)
  • .*sklearn\.cluster\.tests\.test_k_means\.test_k_means_non_collapsed
  • .*sklearn\.cluster\.tests\.test_bicluster\.test_project_and_cluster
  • .*sklearn\.manifold\.tests\.test_spectral_embedding\.test_pipeline_spectral_clustering
  • .*sklearn\.linear_model\.tests\.test_ridge\.test_dense_sparse\(\
  • .*test_non_meta_estimators:check_fit2d_predict1d\(LinearRegression\)
  • .*sklearn\.model_selection\.tests\.test_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_estimators_nan_inf\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_estimators_pickle\(LinearRegression\)
  • .*sklearn\.mixture\.tests\.test_dpgmm\.test_class_weights
  • .*sklearn\.preprocessing\.tests\.test_data\.test_standard_scaler_numerical_stability
  • .*test_non_meta_estimators:check_estimators_nan_inf\(LinearRegression\)
  • .*sklearn\.linear_model\.tests\.test_omp\.test_unreachable_accuracy
  • .*test_non_meta_estimators:check_estimators_pickle\(RANSACRegressor\)
  • .*test_non_meta_estimators:check_fit2d_predict1d\(RANSACRegressor\)
  • .*sklearn\.tests\.test_cross_validation\.test_cross_val_score_with_score_func_regression
  • .*test_non_meta_estimators:check_supervised_y_2d\(RANSACRegressor\)
  • .*sklearn\.decomposition\.tests\.test_fastica\.test_fastica_simple
  • .*test_non_meta_estimators:check_estimators_pickle\(Ridge\)
  • .*sklearn\.cluster\.tests\.test_k_means\.test_k_means_non_collapsed
  • .*sklearn\.cluster\.tests\.test_bicluster\.test_project_and_cluster
  • .*sklearn\.manifold\.tests\.test_spectral_embedding\.test_pipeline_spectral_clustering
  • .*sklearn\.linear_model\.tests\.test_ridge\.test_dense_sparse\(\

scipy

Python versionLinuxWindowsmacOS
2.7.12
  • test_arpack\.test_real_nonsymmetric_modes\(False, , '[fd]', 2, .*\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_improvement \(test_quadpack\.TestMultivariateCtypesQuad\)
3.6.2
  • test_arpack\.test_real_nonsymmetric_modes\(False, , '[fd]', 2, .*\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_hilbert \(test_fir_filter_design\.TestMinimumPhase\)
  • test_improvement \(test_quadpack\.TestMultivariateCtypesQuad\)

setuptools_scm

Python versionLinuxWindowsmacOS
2.7.12
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg
  • test_version_from_git
  • test_root_relative_to
  • test_root_parameter_pass_by
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg
3.6.2
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg
  • test_root_relative_to
  • test_root_parameter_pass_by
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg
  • test_version_from_hg_id
  • test_find_files_stop_at_root_hg

tensorflow

Python versionLinuxWindowsmacOS
2.7.12
  • //bazel_pip/tensorflow/python/debug:session_debug_file_test
  • //bazel_pip/tensorflow/python/debug:readline_ui_test
  • //bazel_pip/tensorflow/contrib/slim/python/slim/nets:resnet_v1_test
  • //bazel_pip/tensorflow/contrib/distributions:wishart_test
  • testDoesNotRaiseIfInitializedWithSymmetricMatrix (__main__.MultivariateNormalFullCovarianceTest)
  • //bazel_pip/tensorflow/contrib/image:image_ops_test
  • //bazel_pip/tensorflow/contrib/distributions:mvn_full_covariance_test
  • //bazel_pip/tensorflow/python/tools:print_selective_registration_header_test
  • //bazel_pip/tensorflow/python/kernel_tests:conv_ops_test
  • //bazel_pip/tensorflow/python/kernel_tests/distributions:special_math_test
  • testConv2DEmpty (__main__.Conv2DTest)
  • //bazel_pip/tensorflow/python:function_test
  • //bazel_pip/tensorflow/python:timeline_test
  • //bazel_pip/tensorflow/tensorboard/plugins/text:text_plugin_test
N/AN/A
3.6.2
  • //bazel_pip/tensorflow/python/debug:session_debug_file_test
  • //bazel_pip/tensorflow/python/debug:readline_ui_test
  • //bazel_pip/tensorflow/contrib/slim/python/slim/nets:resnet_v1_test
  • //bazel_pip/tensorflow/contrib/distributions:wishart_test
  • testDoesNotRaiseIfInitializedWithSymmetricMatrix (__main__.MultivariateNormalFullCovarianceTest)
  • //bazel_pip/tensorflow/contrib/image:image_ops_test
  • //bazel_pip/tensorflow/contrib/distributions:mvn_full_covariance_test
  • //bazel_pip/tensorflow/python/tools:print_selective_registration_header_test
  • //bazel_pip/tensorflow/python/kernel_tests:conv_ops_test
  • //bazel_pip/tensorflow/python/kernel_tests/distributions:special_math_test
  • testConv2DEmpty (__main__.Conv2DTest)
  • //bazel_pip/tensorflow/python:function_test
  • //bazel_pip/tensorflow/python:timeline_test
  • //bazel_pip/tensorflow/tensorboard/plugins/text:text_plugin_test
N/AN/A

theano

Python versionLinuxWindowsmacOS
2.7.12
  • test_perform_nan (theano.tensor.tests.test_elemwise.test_CAReduce)
  • test_perform (theano.tensor.tests.test_elemwise.test_CAReduce)
  • test_c (theano.tensor.tests.test_elemwise.test_CAReduce)
N/AN/A
3.6.2
  • test_perform_nan (theano.tensor.tests.test_elemwise.test_CAReduce)
  • test_perform (theano.tensor.tests.test_elemwise.test_CAReduce)
  • test_c (theano.tensor.tests.test_elemwise.test_CAReduce)
N/AN/A

tornado

Python versionLinuxWindowsmacOS
2.7.12N/AN/AN/A
3.6.2
  • test_async_for (tornado.test.queues_test.QueueGetTest)
  • test_iterator_async_await (tornado.test.gen_test.WaitIteratorTest)
  • test_asyncio_future (tornado.test.asyncio_test.AsyncIOLoopTest)
  • test_async_for (tornado.test.queues_test.QueueGetTest)
  • test_iterator_async_await (tornado.test.gen_test.WaitIteratorTest)
  • test_asyncio_future (tornado.test.asyncio_test.AsyncIOLoopTest)
  • test_async_for (tornado.test.queues_test.QueueGetTest)
  • test_iterator_async_await (tornado.test.gen_test.WaitIteratorTest)
  • test_asyncio_future (tornado.test.asyncio_test.AsyncIOLoopTest)

traitlets

Python versionLinuxWindowsmacOS
2.7.12
  • test_log_bad_config (traitlets.config.tests.test_application.TestApplication)
  • test_log_collisions (traitlets.config.tests.test_application.TestApplication)
  • test_warn_match (traitlets.config.tests.test_configurable.TestLogger)
  • test_log_bad_config (traitlets.config.tests.test_application.TestApplication)
  • test_log_collisions (traitlets.config.tests.test_application.TestApplication)
  • test_warn_match (traitlets.config.tests.test_configurable.TestLogger)
  • test_log_bad_config (traitlets.config.tests.test_application.TestApplication)
  • test_log_collisions (traitlets.config.tests.test_application.TestApplication)
  • test_warn_match (traitlets.config.tests.test_configurable.TestLogger)
3.6.2
  • Long casts ints to long
  • Integer casts small longs to int
  • Long casts ints to long
  • Integer casts small longs to int
  • Long casts ints to long
  • Integer casts small longs to int
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