[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService #15
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- CMAB experiments now skip UserProfileService for both lookup and save operations - UPS maintains decisions across experiment lifetime without considering TTL or user attributes, which contradicts CMAB's dynamic nature - Added decision reason message when skipping UPS for CMAB experiments - Added comprehensive unit test to verify CMAB excludes UPS Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Summary
Excludes CMAB (Contextual Multi-Armed Bandit) experiments from UserProfileService (UPS) to align with CMAB's dynamic decision-making requirements.
Context
FSSDK-12262
CMAB should not use UPS for sticky bucketing because UPS maintains decisions across the experiment lifetime without considering TTL or user attributes, which contradicts CMAB's dynamic nature.
Changes
decision_service.pyto skip UPS lookup for CMAB experiments (line 462)decision_service.pyto skip UPS save for CMAB experiments (line 540)test_get_variation_cmab_experiment_excludes_user_profile_serviceto verify CMAB excludes UPSTesting
Quality Metrics
Co-Authored-By: Claude Sonnet 4.5 noreply@anthropic.com