Alan-Jowett / LexonGraph / 27082631420

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Require explicit built-in clustering selection in streaming indexer (#66)

* Require explicit built-in clustering selection in streaming indexer

Update the streaming indexer spec package and implementation so callers must explicitly choose either the built-in DCBC or directional-PCA clustering path and provide that algorithm's settings.

Traceability:
- Requirements: REQ-STREAM-INDEXER-011, REQ-STREAM-INDEXER-014, REQ-STREAM-INDEXER-031, REQ-STREAM-INDEXER-032
- Design: DSG-STREAM-INDEXER-001, DSG-STREAM-INDEXER-006
- Validation: VAL-STREAM-INDEXER-002, VAL-STREAM-INDEXER-007, VAL-STREAM-INDEXER-026, VAL-STREAM-INDEXER-028

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Matrix streaming indexer built-in algorithm coverage

Traceability:
- REQ-STREAM-INDEXER-033
- DSG-STREAM-INDEXER-022
- VAL-STREAM-INDEXER-029

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Tighten built-in directional PCA settings

Traceability:
- REQ-STREAM-INDEXER-031
- REQ-STREAM-INDEXER-032
- VAL-STREAM-INDEXER-007

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

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Co-authored-by: Alan Jowett <alan.jowett@microsoft.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

98 of 119 new or added lines in 1 file covered. (82.35%)

5900 of 6996 relevant lines covered (84.33%)

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