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types.go
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248 lines (222 loc) · 5.15 KB
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package itt
import (
"fmt"
"time"
)
// Event is the atomic unit of ingestion.
type Event struct {
Source string
Target string
Type string
Weight float64
Timestamp time.Time
Metadata map[string]any
}
// Validate checks Event invariants.
func (e Event) Validate() error {
if e.Source == "" {
return ErrEmptySource
}
if e.Target == "" {
return ErrEmptyTarget
}
if e.Weight < 0 {
return ErrNegativeWeight
}
return nil
}
// Normalize fills defaults for optional fields.
func (e Event) Normalize() Event {
if e.Weight == 0 {
e.Weight = 1.0
}
if e.Timestamp.IsZero() {
e.Timestamp = time.Now()
}
return e
}
// Node is a vertex in the information graph.
type Node struct {
ID string
Type string
Degree int
InDegree int
OutDegree int
Attributes map[string]float64
FirstSeen time.Time
LastSeen time.Time
}
// Edge is a directed weighted edge.
type Edge struct {
From string
To string
Weight float64
Type string
Count int
FirstSeen time.Time
LastSeen time.Time
}
// Trend indicates the direction of tension change for a node.
type Trend int
const (
TrendStable Trend = iota // |delta tau| < epsilon
TrendIncreasing // tension growing (active anomaly)
TrendDecreasing // tension decaying (recovery)
)
// String returns a human-readable name for the trend.
func (t Trend) String() string {
switch t {
case TrendStable:
return "Stable"
case TrendIncreasing:
return "Increasing"
case TrendDecreasing:
return "Decreasing"
default:
return fmt.Sprintf("Trend(%d)", int(t))
}
}
// TensionResult holds the analysis output for a single node.
type TensionResult struct {
NodeID string
Tension float64
Degree int
Curvature float64
Anomaly bool
Confidence float64
Concealment float64
Trend Trend
Components map[string]float64
}
// TemporalSummary holds temporal dynamics for the full analysis.
type TemporalSummary struct {
// TensionSpike: max |delta tau| across nodes between snapshots.
TensionSpike float64
// DecayExponent: gamma(t). Positive = recovery, negative = growth.
DecayExponent float64
// CurvatureShock: max |delta kappa| across edges.
CurvatureShock float64
// Phase: 0=FullRecovery, 1=ScarredRecovery, 2=ChronicTension, 3=StructuralCollapse
Phase int
// PhaseRho: suppression intensity rho
PhaseRho float64
// PhasePi: healing capacity pi
PhasePi float64
// Velocity: velocity of silence (propagation speed).
Velocity float64
}
// Results holds the full analysis output.
type Results struct {
Tensions []TensionResult
Anomalies []TensionResult
Stats ResultStats
Temporal TemporalSummary
SnapshotID string
AnalyzedAt time.Time
Duration time.Duration
Detectability DetectabilityResult
}
// ResultStats holds aggregate statistics from analysis.
type ResultStats struct {
NodesAnalyzed int
MeanTension float64
MedianTension float64
MaxTension float64
StdDevTension float64
AnomalyCount int
AnomalyRate float64
}
// RegionResult holds analysis for a subset of nodes.
type RegionResult struct {
Nodes []TensionResult
MeanTension float64
MaxTension float64
AnomalyCount int
Aggregated float64
Detectability DetectabilityResult
CPS float64
}
// DetectabilityResult holds the detectability analysis.
type DetectabilityResult struct {
SNR float64
Threshold float64
Region int // 0=Undetectable, 1=WeaklyDetectable, 2=StronglyDetectable
Alpha float64
}
// DeltaType enumerates graph change types.
type DeltaType int
const (
DeltaNodeAdded DeltaType = iota
DeltaNodeUpdated
DeltaNodeRemoved
DeltaEdgeAdded
DeltaEdgeUpdated
DeltaEdgeRemoved
DeltaTensionChanged
DeltaAnomalyDetected
DeltaAnomalyResolved
)
// Delta represents a single graph mutation for streaming.
type Delta struct {
Type DeltaType
Timestamp time.Time
Version uint64
NodeID string
Node *Node
EdgeFrom string
EdgeTo string
Edge *Edge
Tension float64
Previous float64
Data map[string]any
}
// CompactStats holds compaction metrics.
type CompactStats struct {
NodesMerged int
EdgesMerged int
OverlayBefore int
OverlayAfter int
Duration time.Duration
Timestamp time.Time
}
// GCStats holds garbage collection metrics.
type GCStats struct {
VersionsRemoved int
MemoryFreed int64
OldestRemoved uint64
Timestamp time.Time
}
// EngineStats holds runtime engine metrics.
type EngineStats struct {
Nodes int
Edges int
OverlayEvents int
BaseNodes int
BaseEdges int
VersionsCurrent uint64
VersionsTotal uint64
SnapshotsActive int
EventsTotal int64
EventsPerSecond float64
Uptime time.Duration
}
// GraphData is the serialization format for Storage.
type GraphData struct {
Nodes []*Node
Edges []*Edge
Metadata map[string]any
Timestamp time.Time
}
// ExportFormat enumerates supported export formats.
type ExportFormat int
const (
ExportJSON ExportFormat = iota
ExportDOT
)
// CompactionStrategy enumerates compaction trigger types.
type CompactionStrategy int
const (
CompactByVolume CompactionStrategy = iota
CompactByTime
CompactManual
)