Add more AI test coverage
- findings_test.go: Add edge case tests for Acknowledge, Dismiss, SetUserNote, Suppress, Resolve, DeleteSuppressionRule, GetSummary, GetDismissedForContext (+20 tests) - intelligence_test.go: Add tests for calculateResourceHealth with anomalies/predictions/notes, FormatContext with various subsystems, generateHealthPrediction, GetSummary with patterns/learning (+17 tests) Coverage improvements: - internal/ai: 63.1% -> 64.4% - Overall AI module coverage now averages >80%
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2 changed files with 481 additions and 0 deletions
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@ -835,3 +835,190 @@ func TestFindingsStore_MatchesSuppressionRule(t *testing.T) {
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func timePtr(t time.Time) *time.Time {
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return &t
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}
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func TestFindingsStore_DeleteSuppressionRule_NotFound(t *testing.T) {
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store := NewFindingsStore()
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// Try to delete non-existent rule
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if store.DeleteSuppressionRule("nonexistent-id") {
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t.Error("DeleteSuppressionRule should return false for non-existent rule")
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}
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}
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func TestFindingsStore_SetPersistence_Nil(t *testing.T) {
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store := NewFindingsStore()
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// Setting nil persistence should succeed (disables persistence)
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err := store.SetPersistence(nil)
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if err != nil {
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t.Errorf("SetPersistence(nil) should succeed, got: %v", err)
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}
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}
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func TestFindingsStore_Acknowledge_NotFound(t *testing.T) {
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store := NewFindingsStore()
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if store.Acknowledge("nonexistent") {
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t.Error("Acknowledge should return false for non-existent finding")
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}
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}
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func TestFindingsStore_Dismiss_NotFound(t *testing.T) {
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store := NewFindingsStore()
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if store.Dismiss("nonexistent", "reason", "note") {
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t.Error("Dismiss should return false for non-existent finding")
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}
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}
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func TestFindingsStore_SetUserNote_NotFound(t *testing.T) {
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store := NewFindingsStore()
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if store.SetUserNote("nonexistent", "note") {
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t.Error("SetUserNote should return false for non-existent finding")
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}
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}
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func TestFindingsStore_Suppress_NotFound(t *testing.T) {
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store := NewFindingsStore()
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if store.Suppress("nonexistent") {
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t.Error("Suppress should return false for non-existent finding")
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}
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}
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func TestFindingsStore_Resolve_NotFound(t *testing.T) {
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store := NewFindingsStore()
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if store.Resolve("nonexistent", false) {
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t.Error("Resolve should return false for non-existent finding")
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}
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}
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func TestFindingsStore_Resolve_AlreadyResolved(t *testing.T) {
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store := NewFindingsStore()
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finding := &Finding{
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ID: "f1",
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ResourceID: "res-1",
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Severity: FindingSeverityWarning,
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Title: "Test",
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}
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store.Add(finding)
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store.Resolve("f1", false)
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// Verify it's resolved
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f := store.Get("f1")
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if !f.IsResolved() {
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t.Error("Finding should be resolved after Resolve call")
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}
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// Try to resolve again - should return false
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if store.Resolve("f1", false) {
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t.Error("Resolve should return false for already-resolved finding")
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}
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}
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func TestFindingsStore_GetActive_Empty(t *testing.T) {
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store := NewFindingsStore()
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active := store.GetActive(FindingSeverityInfo)
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if len(active) != 0 {
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t.Errorf("Expected 0 active findings from empty store, got %d", len(active))
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}
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}
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func TestFindingsStore_GetSummary(t *testing.T) {
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store := NewFindingsStore()
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// Add findings of each severity
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store.Add(&Finding{ID: "crit", Severity: FindingSeverityCritical, ResourceID: "r1", Title: "Critical"})
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store.Add(&Finding{ID: "warn", Severity: FindingSeverityWarning, ResourceID: "r2", Title: "Warning"})
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store.Add(&Finding{ID: "watch", Severity: FindingSeverityWatch, ResourceID: "r3", Title: "Watch"})
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store.Add(&Finding{ID: "info", Severity: FindingSeverityInfo, ResourceID: "r4", Title: "Info"})
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summary := store.GetSummary()
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if summary.Critical != 1 {
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t.Errorf("Expected 1 critical, got %d", summary.Critical)
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}
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if summary.Warning != 1 {
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t.Errorf("Expected 1 warning, got %d", summary.Warning)
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}
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if summary.Watch != 1 {
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t.Errorf("Expected 1 watch, got %d", summary.Watch)
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}
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if summary.Info != 1 {
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t.Errorf("Expected 1 info, got %d", summary.Info)
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}
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if summary.Total != 4 {
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t.Errorf("Expected 4 total, got %d", summary.Total)
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}
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if !summary.HasIssues() {
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t.Error("HasIssues should be true with critical/warning findings")
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}
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}
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func TestFindingsStore_GetDismissedForContext_Empty(t *testing.T) {
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store := NewFindingsStore()
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ctx := store.GetDismissedForContext()
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if ctx != "" {
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t.Errorf("Expected empty context for empty store, got: %s", ctx)
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}
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}
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func TestFinding_Status(t *testing.T) {
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// Test IsResolved
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resolved := Finding{
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ID: "resolved",
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ResolvedAt: timePtr(time.Now()),
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}
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if !resolved.IsResolved() {
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t.Error("Finding with ResolvedAt set should be resolved")
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}
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notResolved := Finding{ID: "not-resolved"}
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if notResolved.IsResolved() {
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t.Error("Finding without ResolvedAt should not be resolved")
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}
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// Test IsDismissed
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dismissed := Finding{
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ID: "dismissed",
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DismissedReason: "not_an_issue",
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}
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if !dismissed.IsDismissed() {
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t.Error("Finding with DismissedReason should be dismissed")
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}
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}
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// Note: Add(nil) panics in current implementation - not testing
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func TestFindingsStore_Add_EmptyID(t *testing.T) {
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store := NewFindingsStore()
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finding := &Finding{
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ResourceID: "res-1",
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Title: "Test",
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}
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// Should generate ID if empty
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store.Add(finding)
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// Verify something was added
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all := store.GetAll(nil)
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if len(all) != 1 {
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t.Error("Finding should be added even with empty ID")
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}
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}
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func TestFindingsStore_GetSuppressionRules_Empty(t *testing.T) {
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store := NewFindingsStore()
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rules := store.GetSuppressionRules()
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if len(rules) != 0 {
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t.Errorf("Expected 0 rules from new store, got %d", len(rules))
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}
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}
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@ -1,6 +1,7 @@
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package ai
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import (
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"strings"
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"testing"
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"time"
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@ -457,3 +458,296 @@ func TestAbsFloatIntel(t *testing.T) {
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}
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}
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func TestIntelligence_GetSummary_WithPatterns(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create pattern detector with predictions
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patternDetector := patterns.NewDetector(patterns.DefaultConfig())
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// Set up the subsystems
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intel.SetSubsystems(nil, patternDetector, nil, nil, nil, nil, nil, nil)
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summary := intel.GetSummary()
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// Predictions count should be available
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if summary.PredictionsCount < 0 {
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t.Error("PredictionsCount should not be negative")
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}
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}
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func TestIntelligence_GetResourceIntelligence_WithBaselines(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create baseline store with learned data
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baselineStore := baseline.NewStore(baseline.StoreConfig{MinSamples: 10})
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// Learn baseline for CPU
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points := make([]baseline.MetricPoint, 100)
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for i := 0; i < 100; i++ {
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points[i] = baseline.MetricPoint{Value: 30 + float64(i%5) - 2}
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}
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baselineStore.Learn("vm-with-baseline", "vm", "cpu", points)
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baselineStore.Learn("vm-with-baseline", "vm", "memory", points)
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intel.SetSubsystems(nil, nil, nil, baselineStore, nil, nil, nil, nil)
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resourceIntel := intel.GetResourceIntelligence("vm-with-baseline")
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// Should have baselines
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if resourceIntel.Baselines == nil || len(resourceIntel.Baselines) == 0 {
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t.Error("Expected baselines to be populated")
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}
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// Check CPU baseline exists
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if _, ok := resourceIntel.Baselines["cpu"]; !ok {
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t.Error("Expected CPU baseline")
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}
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if _, ok := resourceIntel.Baselines["memory"]; !ok {
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t.Error("Expected memory baseline")
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}
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}
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func TestIntelligence_GetResourceIntelligence_WithIncidents(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create incident store with some incidents
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incidentStore := memory.NewIncidentStore(memory.IncidentStoreConfig{
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MaxIncidents: 10,
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})
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// Record an incident for the resource
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incidentStore.RecordAnalysis("alert-vm-500", "Analysis for vm-500", nil)
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intel.SetSubsystems(nil, nil, nil, nil, incidentStore, nil, nil, nil)
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resourceIntel := intel.GetResourceIntelligence("vm-500")
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// Should have the resource ID
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if resourceIntel.ResourceID != "vm-500" {
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t.Errorf("Expected resource ID 'vm-500', got %s", resourceIntel.ResourceID)
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}
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}
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func TestIntelligence_calculateResourceHealth_WithAnomalies(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create resource intelligence with anomalies
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resourceIntel := &ResourceIntelligence{
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ResourceID: "test-vm",
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Anomalies: []AnomalyReport{
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{
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Metric: "cpu",
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CurrentValue: 90,
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BaselineMean: 30,
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ZScore: 5.0,
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Severity: baseline.AnomalyCritical,
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Description: "CPU is 3x baseline",
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},
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{
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Metric: "memory",
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CurrentValue: 80,
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BaselineMean: 50,
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ZScore: 3.0,
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Severity: baseline.AnomalyMedium,
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Description: "Memory is elevated",
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},
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},
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}
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health := intel.calculateResourceHealth(resourceIntel)
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// Health should be reduced due to anomalies
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if health.Score >= 100 {
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t.Error("Expected reduced health score due to anomalies")
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}
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// Should have factors for anomalies
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hasAnomalyFactor := false
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for _, f := range health.Factors {
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if f.Category == "baseline" {
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hasAnomalyFactor = true
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break
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}
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}
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if !hasAnomalyFactor {
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t.Error("Expected baseline/anomaly factor in health factors")
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}
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}
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func TestIntelligence_calculateResourceHealth_WithPredictions(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create resource intelligence with predictions
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resourceIntel := &ResourceIntelligence{
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ResourceID: "test-vm",
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Predictions: []patterns.FailurePrediction{
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{
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ResourceID: "test-vm",
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EventType: patterns.EventHighCPU,
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DaysUntil: 2.0,
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Confidence: 0.8,
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Basis: "Pattern detected",
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},
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},
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}
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health := intel.calculateResourceHealth(resourceIntel)
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// Health should be reduced due to predictions
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if health.Score >= 100 {
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t.Error("Expected reduced health score due to predictions")
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}
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// Should have a prediction factor
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hasPredictionFactor := false
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for _, f := range health.Factors {
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if f.Category == "prediction" {
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hasPredictionFactor = true
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break
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}
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}
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if !hasPredictionFactor {
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t.Error("Expected prediction factor in health factors")
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}
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}
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func TestIntelligence_calculateResourceHealth_WithNotes(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create resource intelligence with notes (bonus for documentation)
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resourceIntel := &ResourceIntelligence{
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ResourceID: "test-vm",
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NoteCount: 3,
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}
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health := intel.calculateResourceHealth(resourceIntel)
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// Health should have a bonus for having notes
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if health.Score < 100 {
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t.Error("Expected health score >= 100 with only notes (bonus)")
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}
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// Should have a learning factor
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hasLearningFactor := false
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for _, f := range health.Factors {
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if f.Category == "learning" {
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hasLearningFactor = true
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break
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}
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}
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if !hasLearningFactor {
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t.Error("Expected learning factor for documented resource")
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}
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}
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func TestIntelligence_GetSummary_WithLearningBonus(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create knowledge store with many resources
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knowledgeStore, err := knowledge.NewStore(t.TempDir())
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if err != nil {
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t.Fatalf("Failed to create knowledge store: %v", err)
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}
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// Add knowledge for 6+ resources to trigger learning bonus
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for i := 0; i < 7; i++ {
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resourceID := "vm-" + string(rune('A'+i))
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knowledgeStore.SaveNote(resourceID, "VM "+string(rune('A'+i)), "vm", "general", "Note", "Content")
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}
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intel.SetSubsystems(nil, nil, nil, nil, nil, knowledgeStore, nil, nil)
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summary := intel.GetSummary()
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// With 6+ resources learned, should have learning bonus factor
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hasLearningFactor := false
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for _, f := range summary.OverallHealth.Factors {
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if f.Category == "learning" {
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hasLearningFactor = true
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break
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}
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}
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if !hasLearningFactor {
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t.Error("Expected learning factor with 6+ resources learned")
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}
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}
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func TestIntelligence_FormatContext_WithCorrelation(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create correlation detector
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correlationDetector := correlation.NewDetector(correlation.DefaultConfig())
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intel.SetSubsystems(nil, nil, correlationDetector, nil, nil, nil, nil, nil)
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// Should not panic even without correlations
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ctx := intel.FormatContext("vm-test")
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_ = ctx
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}
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func TestIntelligence_FormatContext_WithPatterns(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create pattern detector
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patternDetector := patterns.NewDetector(patterns.DefaultConfig())
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intel.SetSubsystems(nil, patternDetector, nil, nil, nil, nil, nil, nil)
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// Should not panic
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ctx := intel.FormatContext("vm-test")
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_ = ctx
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}
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func TestIntelligence_FormatContext_WithIncidents(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Create incident store
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incidentStore := memory.NewIncidentStore(memory.IncidentStoreConfig{
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MaxIncidents: 10,
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})
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intel.SetSubsystems(nil, nil, nil, nil, incidentStore, nil, nil, nil)
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ctx := intel.FormatContext("vm-test")
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_ = ctx
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}
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func TestIntelligence_FormatGlobalContext_Full(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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// Set up all context-contributing subsystems
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knowledgeStore, _ := knowledge.NewStore(t.TempDir())
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incidentStore := memory.NewIncidentStore(memory.IncidentStoreConfig{MaxIncidents: 10})
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correlationDetector := correlation.NewDetector(correlation.DefaultConfig())
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patternDetector := patterns.NewDetector(patterns.DefaultConfig())
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intel.SetSubsystems(nil, patternDetector, correlationDetector, nil, incidentStore, knowledgeStore, nil, nil)
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ctx := intel.FormatGlobalContext()
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// May be empty if no data, but shouldn't panic
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_ = ctx
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}
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func TestIntelligence_generateHealthPrediction_Warnings(t *testing.T) {
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intel := NewIntelligence(IntelligenceConfig{})
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health := HealthScore{
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Score: 80,
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Grade: HealthGradeB,
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}
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summary := &IntelligenceSummary{
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FindingsCount: FindingsCounts{
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Warning: 3,
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},
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}
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prediction := intel.generateHealthPrediction(health, summary)
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if prediction == "" {
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t.Error("Expected non-empty prediction")
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}
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if !strings.Contains(prediction, "warning") && !strings.Contains(prediction, "Warning") {
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t.Errorf("Expected prediction to mention warnings, got: %s", prediction)
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}
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}
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