//! Integration tests for scale-adaptive promotion thresholds. //! //! Verifies that promotion criteria automatically adjust based on organization size, //! enabling small teams to see value immediately while maintaining quality gates //! for larger organizations. use aphoria::corpus::thresholds::{PromotionDecision, ScaleAdaptiveThresholds, ScaleTier}; use stemedb_core::types::SourceClass; #[test] fn test_micro_team_sees_patterns() { let thresholds = ScaleAdaptiveThresholds::default(); // Micro team with 3 projects, pattern appears in 2 let decision = thresholds.evaluate( 2, // project_count 3, // total_projects false, // no authority None, ); // With adaptive thresholds: // - Scale tier: Micro (1-5 projects) // - Emerging min_projects: max(2, 0.50*3) = max(2, 1.5) = 2 // - Adoption rate: 2/3 = 67% >= 50% // Should require review (emerging tier) assert_eq!(decision, PromotionDecision::RequireReview); } #[test] fn test_micro_team_regulatory_disabled() { let thresholds = ScaleAdaptiveThresholds::default(); // Micro team with 5 projects, pattern appears in all 5 with RFC match let decision = thresholds.evaluate( 5, // project_count 5, // total_projects true, // has authority Some("rfc://1234"), // RFC scheme ); // Regulatory tier is disabled for micro teams // Should fall through to emerging tier assert_eq!(decision, PromotionDecision::RequireReview); } #[test] fn test_small_team_enables_all_tiers() { let thresholds = ScaleAdaptiveThresholds::default(); // Small team with 10 projects, pattern in 9 with RFC match let decision = thresholds.evaluate( 9, // project_count 10, // total_projects true, // has authority Some("rfc://5246"), // RFC scheme ); // Small tier regulatory: max(5, 0.90*10) = max(5, 9) = 9 // Adoption rate: 9/10 = 90% >= 90% // Should auto-promote to regulatory assert_eq!( decision, PromotionDecision::AutoPromote(SourceClass::Regulatory) ); } #[test] fn test_enterprise_maintains_strict_thresholds() { let thresholds = ScaleAdaptiveThresholds::default(); // Enterprise with 1000 projects, pattern in 950 with RFC match let decision = thresholds.evaluate( 950, // project_count 1000, // total_projects true, // has authority Some("rfc://9110"), // RFC scheme ); // Enterprise tier: max(100, 0.95*1000) = max(100, 950) = 950 // Adoption rate: 950/1000 = 95% >= 95% // Should auto-promote to regulatory (backward compatible behavior) assert_eq!( decision, PromotionDecision::AutoPromote(SourceClass::Regulatory) ); } #[test] fn test_scale_tier_progression() { // Verify scale tier boundaries assert_eq!(ScaleTier::from_total_projects(1), ScaleTier::Micro); assert_eq!(ScaleTier::from_total_projects(5), ScaleTier::Micro); assert_eq!(ScaleTier::from_total_projects(6), ScaleTier::Small); assert_eq!(ScaleTier::from_total_projects(25), ScaleTier::Small); assert_eq!(ScaleTier::from_total_projects(26), ScaleTier::Medium); assert_eq!(ScaleTier::from_total_projects(100), ScaleTier::Medium); assert_eq!(ScaleTier::from_total_projects(101), ScaleTier::Large); assert_eq!(ScaleTier::from_total_projects(500), ScaleTier::Large); assert_eq!(ScaleTier::from_total_projects(501), ScaleTier::Enterprise); } #[test] fn test_adaptive_floor_prevents_noise() { let thresholds = ScaleAdaptiveThresholds::default(); // Micro team with 3 projects, pattern appears in only 1 let decision = thresholds.evaluate( 1, // project_count 3, // total_projects false, // no authority None, ); // Even though 1/3 = 33% meets percentage (50% of 3 = 1.5), // the floor of 2 prevents single-project noise // Adoption rate: 1/3 = 33% < 50% assert_eq!(decision, PromotionDecision::Skip); } #[test] fn test_medium_team_clinical_tier() { let thresholds = ScaleAdaptiveThresholds::default(); // Medium team with 50 projects, pattern in 38 with OWASP match let decision = thresholds.evaluate( 38, // project_count 50, // total_projects true, // has authority Some("owasp://top-10/a01"), // OWASP scheme ); // Medium tier clinical: max(10, 0.75*50) = max(10, 37.5) = 38 // Adoption rate: 38/50 = 76% >= 75% // Should auto-promote to clinical assert_eq!( decision, PromotionDecision::AutoPromote(SourceClass::Clinical) ); }