detection

type Detector interface {
	// Name show detector name
	Name() string
	// Add add detect data
	Add(data TimedData)
	// AddAll add detect data array
	AddAll(vals []TimedData)
	// IsAnomaly checks if current values is anomaly
	IsAnomaly() (bool, error)
	// Metrics return current detector metrics
	Metrics() []string
	// SampleCount get current data count
	SampleCount() int
	// SampleDuration get current data time range
	SampleDuration() time.Duration
	// Reason get anomaly reason
	Reason() string
}

type EwmaDetector struct {
	// contains filtered or unexported fields
}

type ExpressionDetector struct {
	// contains filtered or unexported fields
}

type ExpressionOption func(*ExpressionDetector) error

type TimedData struct {
	Ts   time.Time
	Vals map[string]float64
}