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ENH: PCA via Array API based on #2096 #2106

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Description

TBD
based #2096


Checklist to comply with before moving PR from draft:

PR completeness and readability

  • I have reviewed my changes thoroughly before submitting this pull request.
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  • I have extended testing suite if new functionality was introduced in this PR.

Performance

  • I have measured performance for affected algorithms using scikit-learn_bench and provided at least summary table with measured data, if performance change is expected.
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  • I have provided justification why quality metrics have changed or why changes are not expected.
  • I have extended benchmarking suite and provided corresponding scikit-learn_bench PR if new measurable functionality was introduced in this PR.

added array-api-compat to test env
added versioning for the get_nnamespace
enabled for dpctl on onedal4py side; will be generelized
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