prediction

Documentation

Overview

Package prediction provides a framework for using models to make predictions based on historical evaluations

Index

• type ModelPredict
  • func (m *ModelPredict) GetPrediction(model *jamiethompsonmev1alpha1.Model, ...) (int32, error)
  • func (m *ModelPredict) GetType() string
  • func (m *ModelPredict) PruneHistory(model *jamiethompsonmev1alpha1.Model, ...) ([]jamiethompsonmev1alpha1.TimestampedReplicas, error)
• type Predicter

Types

type ModelPredict

type ModelPredict struct {
	Predicters []Predicter
}

ModelPredict is used to route a prediction to the appropriate predicter based on the model provided Should be initialised with available predicters for it to use

func (*ModelPredict) GetPrediction

func (m *ModelPredict) GetPrediction(model *jamiethompsonmev1alpha1.Model, replicaHistory []jamiethompsonmev1alpha1.TimestampedReplicas) (int32, error)

GetPrediction generates a prediction for any model that the ModelPredict has been set up to use

func (*ModelPredict) GetType

func (m *ModelPredict) GetType() string

GetType returns the type of the ModelPredict, "Model"

func (*ModelPredict) PruneHistory

func (m *ModelPredict) PruneHistory(model *jamiethompsonmev1alpha1.Model, replicaHistory []jamiethompsonmev1alpha1.TimestampedReplicas) ([]jamiethompsonmev1alpha1.TimestampedReplicas, error)

GetIDsToRemove finds the appropriate logic for the model and gets a list of stored IDs to remove

type Predicter

type Predicter interface {
	GetPrediction(model *jamiethompsonmev1alpha1.Model, replicaHistory []jamiethompsonmev1alpha1.TimestampedReplicas) (int32, error)
	PruneHistory(model *jamiethompsonmev1alpha1.Model, replicaHistory []jamiethompsonmev1alpha1.TimestampedReplicas) ([]jamiethompsonmev1alpha1.TimestampedReplicas, error)
	GetType() string
}

Predicter is an interface providing methods for making a prediction based on a model, a time to predict and values