%ML.Provider
abstract class %ML.Provider extends %Library.RegisteredObject
Base class for an ML providerMethod Inventory
- %BeginTraining()
- %CreateProvider()
- %GetDefaultSettings()
- %GetName()
- %GetProvider()
- %GetTrainStatement()
- %OnClose()
- %OnExit()
- %OnInit()
- %WaitForTraining()
Parameters
parameter DEFAULTPROVIDER = AutoML;
Default provider name
parameter PROVIDERNAME;
Provider name
parameter SQLTYPE = resultset;
Type of SQL TRAIN will operate on Options are "resutset" or "query"
If the provider uses resultset, %Train is called with a resultset object for the query
If the provider uses query, %TrainQyert is called with the SQL query text
Methods
abstract method %BeginTraining(model As %ML.Model, data As %SQL.StatementResult, trainingrun As %ML.TrainingRun, ByRef name As %String = "", ByRef trainkey) as %Status
Train an ML model
classmethod %CreateProvider(name As %String = "", ByRef provider As %ML.Provider) as %Status
Factory method to create an instance of an ML provider by name
classmethod %GetDefaultSettings(ByRef settings As %DynamicObject)
Adds the default settings for the provider to the settings dynamic object
method %GetName() as %String
Returns the provider name (the class name by default)
Look up a provider proper name
method %GetTrainStatement() as %SQL.Statement
Returns an instance of %SQL.Statement to be used for the training query
method %OnClose() as %Status
Make sure we clean up
method %OnExit() as %Status
Shutdown a provider
method %OnInit() as %Status
Initialize a provider
abstract method %WaitForTraining(ByRef trainkey, trainingrun As %ML.TrainingRun, ByRef trainedmodel As %ML.TrainedModel, timeoutMS As %Integer = -1) as %Status
Check for training complete
Inherited Members
Inherited Methods
- %AddToSaveSet()
- %ClassIsLatestVersion()
- %ClassName()
- %ConstructClone()
- %DispatchClassMethod()
- %DispatchGetModified()
- %DispatchGetProperty()
- %DispatchMethod()
- %DispatchSetModified()
- %DispatchSetMultidimProperty()
- %DispatchSetProperty()
- %Extends()
- %GetParameter()
- %IsA()
- %IsModified()
- %New()
- %NormalizeObject()
- %ObjectModified()
- %OriginalNamespace()
- %PackageName()
- %RemoveFromSaveSet()
- %SerializeObject()
- %SetModified()
- %ValidateObject()