models

type History struct {
	CurrentPhase   int                 `json:"currentPhase"`
	HistoricStates []map[string]string `json:"historicStates"`
	PeriodPath     []int               `json:"periodPath"`
	NextState      map[string]string   `json:"nextState"`
}

type PeriodTree struct {
	Root PeriodTreeNode `json:"root"`
}

type PeriodTreeNode struct {
	UUID      int
	MaxChilds int              `json:"maxChilds"`
	MaxCounts int              `json:"maxCounts"`
	Children  []PeriodTreeNode `json:"children"`
	TxMatrix  []TxMatrix       `json:"txmatrix"`
}

type Phases struct {
	// A list of detected phases (outer array) for each metric (inner array)
	Phases [][]TxMatrix `json:"phases"`

	// Tx holds the transitions between the phases
	Tx TxMatrix `json:"tx"`
}

type Settings struct {
	// BufferSize defines the amount of TSData items before a new state is transitioned
	BufferSize int `json:"buffersize"`

	// Name allows to identify the profiler, e.g. for human readable differentiation
	Name string `json:"-"`

	// States defines the amount of states to discretize the measurements
	States int `json:"states"`

	// History defines the amount of previous, historic state changes to be considered
	History int `json:"history"`

	// FilterStdDevs defines the amount of stddevs which are max. allowed for data items before skipped as outliers
	FilterStdDevs int `json:"filterstddevs"`

	// FixBound defines if min/max are fixed or dynamic depending on occurred values
	FixBound bool `json:"fixbound"`

	// OutputFreq controls the frequency in which the profiler calls the OutputCallback function (if not set, profile has to be retrieved manually)
	OutputFreq time.Duration `json:"-"`

	// OutputCallback defines the callback function for `TSProfile`s every `OutputFreq`
	OutputCallback func(data TSProfile) `json:"-"`

	// PeriodSize defines the amount and size of periods
	PeriodSize []int `json:"periodsize"`

	// Phase Change Detection settings (likeliness over history)
	PhaseChangeLikeliness float32 `json:"phaseChangeLikeliness"`
	// Phase Change Detection settings (state history length)
	PhaseChangeHistory int64 `json:"phaseChangeHistory"`
	// Phase Change Detection settings (state history fade out)
	PhaseChangeHistoryFadeout bool `json:"phaseChangeHistoryFadeout"`
}

type State struct {
	Value int64
}

type TSBuffer struct {
	Metric  string
	RawData []float64

	Min      float64
	Max      float64
	FixedMin float64
	FixedMax float64
}

type TSInput struct {
	Metrics []TSInputMetric `json:"metrics"`
}

type TSInputMetric struct {
	Name     string
	Value    float64
	FixedMin float64
	FixedMax float64
}

type TSProfile struct {
	Name       string     `json:"name"`
	RootTx     []TxMatrix `json:"roottx"`
	PeriodTree PeriodTree `json:"periodTree"`
	Phases     Phases     `json:"phases"`
	Settings   Settings   `json:"settings"`
}

type TSState struct {
	Metric     string
	Statistics TSStats
	State      State
}

type TSStats struct {
	Min       float64 `json:"min"`
	Max       float64 `json:"max"`
	Stddev    float64 `json:"stddev"`
	Avg       float64 `json:"avg"`
	Count     int64   `json:"count"`
	StddevSum float64 `json:"stddevsum"`
}

type TXStep struct {
	NextStateProbs []int `json:"nextProbs"`
	StepProb       int   `json:"probability"`
}

type TxMatrix struct {
	Metric      string            `json:"metric"`
	Transitions map[string]TXStep `json:"transitions"`
	Stats       TSStats           `json:"stats"`
}