Closed PicoCentauri closed 1 year ago
I did some benachmarking and these are the 25 slowest tests:
590.05s call tests/test_sample_pcov_cur.py::TestPCovCUR::test_multiple_k
185.01s call tests/test_kernel_pcovr.py::KernelPCovRTestSVDSolvers::test_svd_solvers
20.78s call tests/test_kernel_pcovr.py::KernelPCovRErrorTest::test_reconstruction_errors
20.63s call tests/test_kernel_pcovr.py::KernelTests::test_kernel_types
19.53s call tests/test_kernel_pcovr.py::KernelPCovRErrorTest::test_lr_with_x_errors
9.77s call tests/test_kernel_pcovr.py::KernelPCovRTestSVDSolvers::test_good_n_components
8.43s call tests/test_pcovr.py::PCovRSpaceTest::test_spaces_equivalent
8.06s call tests/test_kernel_pcovr.py::KernelPCovRErrorTest::test_kpcovr_error
7.58s setup tests/test_datasets.py::ROYTests::test_dataset_consistency
5.97s call tests/test_kernel_pcovr.py::KernelTests::test_linear_matches_pcovr
3.82s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_no_arg_predict
3.71s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_T_shape
2.35s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_precomputed_regression
2.15s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_none_regressor
2.08s call tests/test_kernel_pcovr.py::KernelPCovRTestSVDSolvers::test_bad_n_components
1.56s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_prefit_regressor
1.37s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_centerer
1.12s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_no_centerer
0.94s call tests/test_sample_simple_cur.py::TestCUR::test_bad_transform
0.80s call tests/test_feature_simple_cur.py::TestCUR::test_restart
0.46s call tests/test_pcovr.py::PCovRInfrastructureTest::test_incompatible_regressor
0.38s call tests/test_kernel_pcovr.py::KernelPCovRTestSVDSolvers::test_bad_solver
0.38s call tests/test_pcovr.py::PCovRErrorTest::test_against_pca
0.37s call tests/test_kernel_pcovr.py::KernelPCovRInfrastructureTest::test_incompatible_coef_shape
0.37s call tests/test_pcovr.py::PCovRErrorTest::test_simple_reconstruction
If we speedup the first 5 we will get a lightspeed testsuite.
Closed by #190.
Running the unit tests locally takes a lot of time. This makes it super hard to quickly test changes to the library locally.
We should take some time and try to speed them up. This is also related to #134.
When checking the tests we can also consider reorganization as proposed in #106.