[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService

lib/optimizely/decision_service.rb

@@ -100,7 +100,10 @@ def get_variation(project_config, experiment_id, user_context, user_profile_trac
 
       should_ignore_user_profile_service = decide_options.include? Optimizely::Decide::OptimizelyDecideOption::IGNORE_USER_PROFILE_SERVICE
       # Check for saved bucketing decisions if decide_options do not include ignoreUserProfileService
-      unless should_ignore_user_profile_service && user_profile_tracker
+      # Note: CMAB experiments are excluded from User Profile Service (UPS) because UPS maintains
+      # decisions across the experiment lifetime without considering TTL or user attributes,
+      # which contradicts CMAB's dynamic nature.
+      unless should_ignore_user_profile_service && user_profile_tracker || experiment.key?('cmab')
         saved_variation_id, reasons_received = get_saved_variation_id(project_config, experiment_id, user_profile_tracker.user_profile)
         decide_reasons.push(*reasons_received)
         if saved_variation_id
@@ -155,7 +158,10 @@ def get_variation(project_config, experiment_id, user_context, user_profile_trac
       decide_reasons.push(message) if message
 
       # Persist bucketing decision
-      user_profile_tracker.update_user_profile(experiment_id, variation_id) unless should_ignore_user_profile_service && user_profile_tracker
+      # Note: CMAB experiments are excluded from User Profile Service (UPS) because UPS maintains
+      # decisions across the experiment lifetime without considering TTL or user attributes,
+      # which contradicts CMAB's dynamic nature.
+      user_profile_tracker.update_user_profile(experiment_id, variation_id) unless should_ignore_user_profile_service && user_profile_tracker || experiment.key?('cmab')
       VariationResult.new(cmab_uuid, false, decide_reasons, variation_id)
     end
 

spec/decision_service_spec.rb

@@ -1166,5 +1166,83 @@
         expect(spy_cmab_service).not_to have_received(:get_decision)
       end
     end
+
+    describe 'CMAB experiments exclude User Profile Service' do
+      it 'should not use UPS for sticky bucketing on CMAB experiments' do
+        # Create a CMAB experiment
+        cmab_experiment = {
+          'id' => '111150',
+          'key' => 'cmab_experiment',
+          'status' => 'Running',
+          'layerId' => '111150',
+          'audienceIds' => [],
+          'forcedVariations' => {},
+          'variations' => [
+            {'id' => '111151', 'key' => 'variation_1'},
+            {'id' => '111152', 'key' => 'variation_2'}
+          ],
+          'trafficAllocation' => [
+            {'entityId' => '111151', 'endOfRange' => 5000},
+            {'entityId' => '111152', 'endOfRange' => 10_000}
+          ],
+          'cmab' => {'trafficAllocation' => 5000}
+        }
+        user_context = project_instance.create_user_context('test_user', {})
+
+        # Create user profile service and tracker
+        ups = spy_user_profile_service
+        user_profile_tracker = Optimizely::UserProfileTracker.new('test_user', ups, spy_logger)
+
+        # Pre-populate user profile with a stored decision (simulating previous bucketing)
+        allow(ups).to receive(:lookup).and_return(
+          user_id: 'test_user',
+          experiment_bucket_map: {
+            '111150' => {
+              variation_id: '111151' # Previously bucketed to variation_1
+            }
+          }
+        )
+
+        # Mock experiment lookup
+        allow(config).to receive(:get_experiment_from_id).with('111150').and_return(cmab_experiment)
+        allow(config).to receive(:experiment_running?).with(cmab_experiment).and_return(true)
+
+        # Mock audience evaluation
+        allow(Optimizely::Audience).to receive(:user_meets_audience_conditions?).and_return([true, []])
+
+        # Mock bucketer to return valid entity ID (user is in traffic allocation)
+        allow(decision_service.bucketer).to receive(:bucket_to_entity_id)
+          .with(config, cmab_experiment, 'test_user', 'test_user')
+          .and_return(['$', []])
+
+        # Mock CMAB service to return a different variation
+        allow(spy_cmab_service).to receive(:get_decision)
+          .with(config, user_context, '111150', [])
+          .and_return(Optimizely::CmabDecision.new(variation_id: '111152', cmab_uuid: 'test-cmab-uuid-456'))
+
+        # Mock variation lookup
+        allow(config).to receive(:get_variation_from_id_by_experiment_id)
+          .with('111150', '111152')
+          .and_return({'id' => '111152', 'key' => 'variation_2'})
+
+        # Spy on get_saved_variation_id to verify it's NOT called
+        allow(decision_service).to receive(:get_saved_variation_id).and_call_original
+
+        variation_result = decision_service.get_variation(config, '111150', user_context, user_profile_tracker)
+
+        # Verify that get_saved_variation_id was NOT called (UPS retrieval skipped for CMAB)
+        expect(decision_service).not_to have_received(:get_saved_variation_id)
+
+        # Verify that UPS save was NOT called (UPS storage skipped for CMAB)
+        expect(ups).not_to have_received(:save)
+
+        # Verify that CMAB decision was used (variation_2, not the stored variation_1)
+        expect(variation_result.variation_id).to eq('111152')
+        expect(variation_result.cmab_uuid).to eq('test-cmab-uuid-456')
+
+        # Verify CMAB service was called
+        expect(spy_cmab_service).to have_received(:get_decision).once
+      end
+    end
   end
 end