feat(aggregation): Add CardinalityAggregation#57
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Implement cardinality metrics aggregation with optional precision_threshold parameter. Validates threshold must be positive. Includes InvalidPrecisionThresholdException and full unit test coverage (8 tests).
Add integration tests verifying distinct count on keyword and keyword fields with precision_threshold. Add CardinalityAggregation section to README.
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