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INFORMATION.SCHEMA.MLTRAININGRUNS

Class INFORMATION.SCHEMA.MLTRAININGRUNS Extends %Library.Persistent [ ClassType = persistent, Final, Owner = {_PUBLIC}, SqlRowIdPrivate, SqlTableName = ML_TRAINING_RUNS, StorageStrategy = SQLStorage, System = 4 ]

Returns one row for each Integrated ML Training Run that can be accessed by the current user in the current namespace.

Parameters​

READONLY​

Parameter READONLY = 1;

Properties​

ID​

Property ID As %BigInt [ Internal, Private, Required, SqlColumnNumber = 2, SqlFieldName = ID ];

ID of the Training Run

MODELNAME​

Property MODELNAME As %String(MAXLEN = 256) [ Required, SqlColumnNumber = 3, SqlFieldName = MODEL_NAME ];

Name of the model that was trained

TRAININGRUNNAME​

Property TRAININGRUNNAME As %String(MAXLEN = 256) [ SqlColumnNumber = 4, SqlFieldName = TRAINING_RUN_NAME ];

Name of the Training Run, same as the name for the corresponding Trained Model

PROVIDER​

Property PROVIDER As %String(MAXLEN = 128) [ SqlColumnNumber = 5, SqlFieldName = PROVIDER ];

Provider used with Training Run

STARTTIMESTAMP​

Property STARTTIMESTAMP As %TimeStamp [ Required, SqlColumnNumber = 6, SqlFieldName = START_TIMESTAMP ];

Timestamp for when the Training Run began (UTC)

COMPLETEDTIMESTAMP​

Property COMPLETEDTIMESTAMP As %TimeStamp [ Required, SqlColumnNumber = 7, SqlFieldName = COMPLETED_TIMESTAMP ];

Timestamp for when the Training Run completed (UTC)

TRAININGDURATION​

Property TRAININGDURATION As %Numeric [ SqlColumnNumber = 8, SqlComputeCode = { Set {*}=##class(%ML.TrainingRun).GetInterval({START_TIMESTAMP},{COMPLETED_TIMESTAMP}) }, SqlComputed, SqlFieldName = TRAINING_DURATION, Transient ];

Training duration (in seconds)

RUNSTATUS​

Property RUNSTATUS As %String(DISPLAYLIST = ",Training,Completed,Failed,Canceled/Terminated", VALUELIST = ",training,completed,failed,canceled/terminated") [ SqlColumnNumber = 9, SqlComputeCode = {

Training status RunStatus = "Training" means the model is currently being trained RunStatus = "Completed" means the model was trained without error RunStatus = "Failed" means the training of the model encountered an error RunStatus = "Canceled/Terminated" means the process executing the train statement was terminated, possibly by the Cancel button in the Execute Query window in the SMP.

STATUSCODE​

Property STATUSCODE As %Status [ SqlColumnNumber = 10, SqlFieldName = STATUS_CODE ];

Training error (if encountered)

LOG​

Property LOG As %Stream.GlobalCharacter [ SqlColumnNumber = 11, SqlFieldName = LOG ];

Training log output

SETTINGS​

Property SETTINGS As %String(MAXLEN = "") [ SqlColumnNumber = 12, SqlComputeCode = { Set {*}=##class(INFORMATION.SCHEMA.MLTRAININGRUNS).GetSettings({ID}) }, SqlComputed, SqlFieldName = SETTINGS, Transient ];

Settings String for this training run

MLCONFIGURATIONAME​

Property MLCONFIGURATIONAME As %SYS.ML.Configuration [ SqlColumnNumber = 13, SqlFieldName = ML_CONFIGURATION_NAME ];

ML Configuration for this training run

TRAININGRUNQUERY​

Property TRAININGRUNQUERY As %String(MAXLEN = 32000) [ SqlColumnNumber = 14, SqlFieldName = TRAINING_RUN_QUERY ];

Training Run query (SQL)

Methods​

GetSettings​

ClassMethod GetSettings(id As %BigInt) As %String [ Final, Internal, Language = objectscript ]

Given a ML_TRAINING_RUN ID, get the display string for the %ML.TrainingRun.Settings

GetMLConfigurationName​

ClassMethod GetMLConfigurationName(id As %BigInt) As %String [ Final, Internal, Language = objectscript ]

Given the Training Run ID, return the %SYS.ML.Configuration Name

GetModelName​

ClassMethod GetModelName(id As %BigInt) As %String [ Final, Internal, Language = objectscript ]

Given the Training Run ID, return the Model Name