TEST: added different dataframes testing in sklearnex own tests

[samir-nasibli]

Description

Added different dataframes testing in sklearnex own tests for checking dpnp and dpctl interop in sklearnex.

• _dataframes_support modul in onedal tests utils. Will reuse for onedal4py tests also.
• Updated tests of modules:
  • sklearnex.neignbors
  • sklearnex.preview.decomposition
  • sklearnex.preview.ensemble
  • sklearnex.preview.linear_model
  • sklearnex.svm

Before:

neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier PASSED [  3%]

After:

neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier[numpy] PASSED [  3%]
neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier[dpctl-SyclQueue_CPU] PASSED [  4%]
neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier[dpctl-SyclQueue_GPU] PASSED [  4%]
neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier[dpnp-SyclQueue_CPU] PASSED [  4%]
neighbors/tests/test_neighbors.py::test_sklearnex_import_knn_classifier[dpnp-SyclQueue_GPU] PASSED [  4%]

TODO:

• Update testing for sklearnex and enable deselcted_tests.yaml for sklearnex tests. -> in seperate PR:
  • remove TODOs from sklearnex tests and add test cases into deselect_tests.yaml list
    • see: TEST: added different dataframes testing in sklearnex own tests #1379 (comment)
• Wide description of the PR :)
• revert 960071d

[samir-nasibli]

/intelci: run

[samir-nasibli]

In this PR, the number of sklearnex own test cases has increased. Added dpnp and dpctl dataframes with cpu and gpu contexts to certain tests. So we have new 56 test cases, which checks dpnp/dpcttl interop.

Unfortunately, there are 18 new failures for different reasons, that should be addressed in separate PRs.

=========================== short test summary info ============================
FAILED neighbors/tests/test_neighbors.py::test_sklearnex_import_nn[dpctl-SyclQueue_CPU]
FAILED neighbors/tests/test_neighbors.py::test_sklearnex_import_nn[dpctl-SyclQueue_GPU]
FAILED neighbors/tests/test_neighbors.py::test_sklearnex_import_nn[dpnp-SyclQueue_CPU]
FAILED neighbors/tests/test_neighbors.py::test_sklearnex_import_nn[dpnp-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_rf_regression[dpctl-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_rf_regression[dpnp-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_et_classifier[dpctl-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_et_classifier[dpnp-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_et_regression[dpctl-SyclQueue_GPU]
FAILED preview/ensemble/tests/test_preview_ensemble.py::test_sklearnex_import_et_regression[dpnp-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_nusvc[dpctl-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_nusvc[dpnp-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_svc[dpctl-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_svc[dpnp-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_svr[dpctl-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_svr[dpnp-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_nusvr[dpctl-SyclQueue_GPU]
FAILED svm/tests/test_svm.py::test_sklearnex_import_nusvr[dpnp-SyclQueue_GPU]
===== 18 failed, 363 passed, 7 skipped, 429 warnings in 157.47s (0:02:37) ======

Currently, I have disabled this test cases via test filters + TODO comment, like we do for the tests for onedal module.
For example

# TODO:
# investigate failure for `dpnp.ndarrays` and `dpctl.tensors` on `GPU`
@pytest.mark.parametrize(
    "dataframe,queue", _get_dataframes_and_queues(device_filter_="cpu")
)
def test_sklearnex_import_et_classifier(dataframe, queue):

We don't have list of sklearnex or onedal deselected test like we have for sklearn tests, see deselected_tests.yaml.

I think we should extend sklearnex testing and add support of deselected tests for onedal4py and sklearnex modules instead of using filters. This is new feature, that should be implemented in separate branch. See TODO in [description] (#1379 (comment))

[samir-nasibli]

/intelci: run

[samir-nasibli]

Job: http://intel-ci.intel.com/ee2ffcc8-9bec-f1c1-a4e7-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU without dpnp on env.

[samir-nasibli]

Job: http://intel-ci.intel.com/ee2ffd93-f8c6-f1de-bd22-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.

[samir-nasibli]

/intelci: run

[samir-nasibli]

/intelci: run

[samir-nasibli]

/intelci: run

[samir-nasibli]

Job: http://intel-ci.intel.com/ee318ac9-4082-f1b8-a4e7-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.

[samir-nasibli]

Job: http://intel-ci.intel.com/ee31f782-83c1-f190-9df2-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.

[samir-nasibli]

Job: http://intel-ci.intel.com/ee321570-cbcb-f141-9c8d-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.
Using onedal with ee321570-cbcb-f141-9c8d-a4bf010d0e2e

[samir-nasibli]

/intelci: run

[samir-nasibli]

Job: http://intel-ci.intel.com/ee35e825-3d41-f126-b1a7-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.

[samir-nasibli]

/intelci: run

[samir-nasibli]

Job: http://intel-ci.intel.com/ee369d0a-5daa-f1ea-b9eb-a4bf010d0e2e. Specifically for sklearnex/daal4py tests/examples on GPU with dpctl and dpnp.

[samir-nasibli]

/intelci: run

[samir-nasibli]

/intelci: run

[samir-nasibli]

Latest CI check: http://intel-ci.intel.com/ee382f7b-9a45-f121-94b4-a4bf010d0e2e

[samir-nasibli]

/intelci: run

[samir-nasibli]

Only unnecessary check was failed and it is not related with the changes in PR at all