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[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService #15

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[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService #15

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15 changes: 12 additions & 3 deletions lib/optimizely/decision_service.rb
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Original file line number Diff line number Diff line change
Expand Up @@ -99,8 +99,16 @@ def get_variation(project_config, experiment_id, user_context, user_profile_trac
return VariationResult.new(nil, false, decide_reasons, whitelisted_variation_id) if whitelisted_variation_id

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
# CMAB experiments are excluded from UPS because UPS maintains decisions
# across the experiment lifetime without considering TTL or user attributes,
# which contradicts CMAB's dynamic nature.
is_cmab_experiment = experiment.key?('cmab')
if is_cmab_experiment && !should_ignore_user_profile_service && user_profile_tracker
message = "Skipping user profile service for CMAB experiment '#{experiment_key}'. CMAB decisions are excluded from UPS."
@logger.log(Logger::INFO, message)
decide_reasons.push(message)
elsif !should_ignore_user_profile_service && user_profile_tracker
# Check for saved bucketing decisions if decide_options do not include ignoreUserProfileService
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
Expand Down Expand Up @@ -155,7 +163,8 @@ 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
# CMAB experiments are excluded from UPS to preserve dynamic decision-making
user_profile_tracker.update_user_profile(experiment_id, variation_id) unless (should_ignore_user_profile_service && user_profile_tracker) || is_cmab_experiment
VariationResult.new(cmab_uuid, false, decide_reasons, variation_id)
end

Expand Down
133 changes: 133 additions & 0 deletions spec/decision_service_spec.rb
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Original file line number Diff line number Diff line change
Expand Up @@ -1121,6 +1121,139 @@
end
end

describe 'when user profile service is available' do
it 'should skip UPS lookup for CMAB experiments' do
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', {})

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)
allow(Optimizely::Audience).to receive(:user_meets_audience_conditions?).and_return([true, []])
allow(decision_service.bucketer).to receive(:bucket_to_entity_id)
.with(config, cmab_experiment, 'test_user', 'test_user')
.and_return(['$', []])
allow(spy_cmab_service).to receive(:get_decision)
.with(config, user_context, '111150', [])
.and_return(Optimizely::CmabDecision.new(variation_id: '111151', cmab_uuid: 'test-cmab-uuid-123'))
allow(config).to receive(:get_variation_from_id_by_experiment_id)
.with('111150', '111151')
.and_return({'id' => '111151', 'key' => 'variation_1'})

# 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)

# UPS lookup should NOT be called for CMAB experiments
expect(decision_service).not_to have_received(:get_saved_variation_id)

# Should still return valid variation from CMAB
expect(variation_result.variation_id).to eq('111151')
expect(variation_result.cmab_uuid).to eq('test-cmab-uuid-123')
expect(variation_result.error).to eq(false)

# Should include UPS exclusion message in reasons
expect(variation_result.reasons).to include(
"Skipping user profile service for CMAB experiment 'cmab_experiment'. CMAB decisions are excluded from UPS."
)
end

it 'should skip UPS save for CMAB experiments' do
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 a user profile tracker to verify it's NOT called for save
user_profile_tracker = Optimizely::UserProfileTracker.new('test_user', spy_user_profile_service, spy_logger)

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)
allow(Optimizely::Audience).to receive(:user_meets_audience_conditions?).and_return([true, []])
allow(decision_service.bucketer).to receive(:bucket_to_entity_id)
.with(config, cmab_experiment, 'test_user', 'test_user')
.and_return(['$', []])
allow(spy_cmab_service).to receive(:get_decision)
.with(config, user_context, '111150', [])
.and_return(Optimizely::CmabDecision.new(variation_id: '111151', cmab_uuid: 'test-cmab-uuid-123'))
allow(config).to receive(:get_variation_from_id_by_experiment_id)
.with('111150', '111151')
.and_return({'id' => '111151', 'key' => 'variation_1'})

# Spy on update_user_profile
allow(user_profile_tracker).to receive(:update_user_profile).and_call_original

variation_result = decision_service.get_variation(config, '111150', user_context, user_profile_tracker)

# UPS save should NOT be called for CMAB experiments
expect(user_profile_tracker).not_to have_received(:update_user_profile)

# Should still return valid variation
expect(variation_result.variation_id).to eq('111151')
expect(variation_result.error).to eq(false)
end

it 'should still use UPS for non-CMAB experiments' do
experiment = config.get_experiment_from_key('test_experiment')
user_context = project_instance.create_user_context('test_user', {})

# Set up saved variation in UPS
saved_user_profile = {
user_id: 'test_user',
experiment_bucket_map: {
'111127' => {
variation_id: '111128'
}
}
}
allow(spy_user_profile_service).to receive(:lookup).and_return(saved_user_profile)

user_profile_tracker = Optimizely::UserProfileTracker.new('test_user', spy_user_profile_service, spy_logger)
user_profile_tracker.load_user_profile

allow(config).to receive(:variation_id_exists?).with('111127', '111128').and_return(true)

variation_result = decision_service.get_variation(config, '111127', user_context, user_profile_tracker)

# Should return stored variation for non-CMAB experiment
expect(variation_result.variation_id).to eq('111128')
expect(variation_result.error).to eq(false)
expect(variation_result.reasons).to include(
"Returning previously activated variation ID 111128 of experiment 'test_experiment' for user 'test_user' from user profile."
)
end
end

describe 'when user has whitelisted variation' do
it 'should return whitelisted variation and skip CMAB service call' do
# Create a CMAB experiment with whitelisted users
Expand Down
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