%ML.AutoML.Provider

class %ML.AutoML.Provider extends %ML.Provider

Implements the AutoML provider

Property Inventory (Including Private)

Method Inventory (Including Private)

Parameters

parameter PROVIDERNAME = AutoML;
Provider name

Properties

property initialized as %Boolean [ InitialExpression = 0 ];
Property methods: initializedDisplayToLogical(), initializedGet(), initializedIsValid(), initializedLogicalToDisplay(), initializedNormalize(), initializedSet()

Methods

method %BeginTraining(model As %ML.Model, data As %SQL.StatementResult, trainingrun As %ML.TrainingRun, ByRef name As %String = "", ByRef trainkey) as %Status [ Language = objectscript ]
Train an ML model name is no longer used. trainingrun.name is already defined
classmethod %GetDefaultSettings(ByRef settings As %DynamicObject) [ Language = objectscript ]
Adds the default settings for AutoML to the settings dynamic object
method %OnInit() as %Status [ Language = objectscript ]
Initialize an ML provider
method %PredictAll(trainedmodel As %ML.DataRobot.TrainedModel, tfn As %Integer, argspos As %List, predpos As %List, probpos As %List, expr As %String = "") as %Status [ Language = objectscript ]
Bulk Predict
classmethod %ResultSetMetaData(data As %SQL.StatementResult, ByRef info As %RegisteredObject, ByRef columns As %List, ByRef types As %List) as %Status [ Language = objectscript ]
Determine the metadata for a result set
method %ResultSetToDataFrame(data As %SQL.StatementResult, ByRef info As %RegisteredObject, ByRef df As %RegisteredObject, ByRef count As %Integer) as %Status [ Language = objectscript ]
Convert an IRIS result set into a dataframe
method %StartProfiler(options As %String, ByRef profiler As %SYS.Python) as %Status [ Language = objectscript ]
Start the Python profiler
method %StopProfiler(profiler As %SYS.Python, ByRef sortby As %String = "CUMULATIVE", ByRef results As %String) as %Status [ Language = objectscript ]
Stop the Python profiler
method %TempFileToDataFrame(columns As %List, types As %List, tfn As %Integer, argspos As %List, ByRef df As %SYS.Python, ByRef count As %Integer) as %Status [ Language = objectscript ]
Convert an IRIS temp file into CSV data
method %WaitForTraining(ByRef trainkey, trainingrun As %ML.TrainingRun, ByRef trainedmodel As %ML.TrainedModel, timeoutMS As %Integer = -1) as %Status [ Language = objectscript ]
Check for training complete
method pyval2str(pyval) as %String [ Language = objectscript ]
Convert a python value to an SQL string

Inherited Members

Inherited Methods (Including Private)

Feedback