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ApexAdvancedsoqlperformanceselectivity

Implement selective SOQL for multi-select picklist and semi-join queries

Real World Scenario

Report-style Apex query filters Accounts where Region__c INCLUDES ('North','South') on 3M Account table times out without index.

Expected Answer

• Multi-select INCLUDES may not use standard indexes—verify in Query Plan • Junction object or normalized Region_Assignment__c for selective filtering • Semi-join subquery: Id IN (SELECT AccountId FROM Region_Assignment__c WHERE...) • Avoid negation operators NOT IN on large tables without selective leading filter • Pre-compute searchable flags in nightly batch for complex multi-filter UI • SOSL for fuzzy search; SOQL for exact selective filters only • Custom index on junction object foreign keys

Follow-Up Questions & Answers

Click to expand — each follow-up includes a direct, interview-ready answer

Main difference: use case and scale. Multi-select INCLUDES may not use standard indexes—verify in Query Plan. Junction object or normalized Region_Assignment__c for selective filtering. Pick based on your integration pattern and team capability. Clever SOQL on multi-select at LDV fails—normalize to junction when filter is hot path. Optimize for scale and operational observability.

Architect Perspective

Clever SOQL on multi-select at LDV fails—normalize to junction when filter is hot path.