Ensuring Monotonicity and Constraint Filter Edge Case Fallback

[mwever]

Added a function to the random config space searcher that caches already evaluated coalitions and ensures monotonicity for min/max search settings.

Furthermore, a fallback solution was introduced to cater for cases where all sampled configurations become invalid according to conditions after blinding.

[coveralls]

Pull Request Test Coverage Report for Build 19543794995

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• 3 unchanged lines in 1 file lost coverage.
• Overall coverage decreased (-0.5%) to 99.467%

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Files with Coverage Reduction	New Missed Lines	%
hypershap/utils.py	3	96.59%

Totals
Change from base Build 19372842517:	-0.5%
Covered Lines:	507
Relevant Lines:	510

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💛 - Coveralls

[coveralls]

Pull Request Test Coverage Report for Build 19544472547

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage remained the same at 100.0%

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Totals
Change from base Build 19372842517:	0.0%
Covered Lines:	508
Relevant Lines:	508

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💛 - Coveralls