%ML.TrainingRun
persistent class %ML.TrainingRun extends %Library.Persistent
SQL Table Name: %ML.TrainingRun
A model training runProperty Inventory
- CompletedAt
- Configuration
- Log
- Model
- Name
- PID
- Provider
- RunStatus
- Settings
- StartedAt
- StatusCode
- TrainingDuration
- TrainingQuery
Method Inventory
Properties
property CompletedAt as %TimeStamp;
Time completed (UTC)
Property methods: CompletedAtDisplayToLogical(), CompletedAtGet(), CompletedAtGetStored(), CompletedAtIsValid(), CompletedAtLogicalToDisplay(), CompletedAtNormalize(), CompletedAtOdbcToLogical(), CompletedAtSet()
property Configuration as %SYS.ML.Configuration;
ML Configuration for this training run
Property methods: ConfigurationGet(), ConfigurationGetObject(), ConfigurationGetObjectId(), ConfigurationGetStored(), ConfigurationGetSwizzled(), ConfigurationIsValid(), ConfigurationNewObject(), ConfigurationSet(), ConfigurationSetObject(), ConfigurationSetObjectId(), ConfigurationUnSwizzle()
property Log as %Stream.GlobalCharacter;
Training log output
Property methods: LogDelete(), LogGet(), LogGetObject(), LogGetObjectId(), LogGetStored(), LogGetSwizzled(), LogIsValid(), LogNewObject(), LogOid(), LogOpen(), LogSet(), LogSetObject(), LogSetObjectId(), LogUnSwizzle()
property Model as %ML.Model [ Required ];
Model we are training with
Property methods: ModelGet(), ModelGetObject(), ModelGetObjectId(), ModelGetStored(), ModelGetSwizzled(), ModelIsValid(), ModelNewObject(), ModelSet(), ModelSetObject(), ModelSetObjectId(), ModelUnSwizzle()
property Name as %String (MAXLEN = 275) [ Required ];
Training Run name, same as the name for the cooresponding Trained Model
Property methods: NameCompute(), NameDisplayToLogical(), NameGet(), NameGetStored(), NameIsValid(), NameLogicalToDisplay(), NameLogicalToOdbc(), NameNormalize(), NameSQLCompute(), NameSet(), NameSetT()
property PID as %String [ InitialExpression = $job ];
IRIS Process ID that performed the training
Property methods: PIDDisplayToLogical(), PIDGet(), PIDGetStored(), PIDIsValid(), PIDLogicalToDisplay(), PIDLogicalToOdbc(), PIDNormalize(), PIDSet()
property Provider as %String (MAXLEN = 128) [ Required ];
ML Provider that did the training
Property methods: ProviderDisplayToLogical(), ProviderGet(), ProviderGetStored(), ProviderIsValid(), ProviderLogicalToDisplay(), ProviderLogicalToOdbc(), ProviderNormalize(), ProviderSet()
property RunStatus as %String (DISPLAYLIST = ",Training,Completed,Failed", VALUELIST = ",training,completed,failed") [ InitialExpression = "training" ];
Training status
Property methods: RunStatusDisplayToLogical(), RunStatusGet(), RunStatusGetStored(), RunStatusIsValid(), RunStatusLogicalToDisplay(), RunStatusLogicalToOdbc(), RunStatusNormalize(), RunStatusSet()
property Settings as %Library.DynamicObject;
Settings for this training run
Property methods: SettingsGet(), SettingsGetObject(), SettingsGetObjectId(), SettingsGetStored(), SettingsGetSwizzled(), SettingsIsValid(), SettingsNewObject(), SettingsSet(), SettingsSetObject(), SettingsSetObjectId(), SettingsUnSwizzle()
property StartedAt as %TimeStamp [ InitialExpression = $ZDATETIME($ZTIMESTAMP,3,1,3) , Required ];
Time started (UTC)
Property methods: StartedAtDisplayToLogical(), StartedAtGet(), StartedAtGetStored(), StartedAtIsValid(), StartedAtLogicalToDisplay(), StartedAtNormalize(), StartedAtOdbcToLogical(), StartedAtSet()
property StatusCode as %Status [ InitialExpression = $$$OK ];
Training error (if encountered)
Property methods: StatusCodeGet(), StatusCodeGetStored(), StatusCodeIsValid(), StatusCodeLogicalToOdbc(), StatusCodeSet()
property TrainingDuration as %Numeric [ Transient ];
Training duration (in seconds)
Property methods: TrainingDurationCompute(), TrainingDurationDisplayToLogical(), TrainingDurationGet(), TrainingDurationIsValid(), TrainingDurationLogicalToDisplay(), TrainingDurationNormalize(), TrainingDurationSQLCompute(), TrainingDurationSet(), TrainingDurationSetT()
property TrainingQuery as %String (MAXLEN = 32000);
Training query
Property methods: TrainingQueryDisplayToLogical(), TrainingQueryGet(), TrainingQueryGetStored(), TrainingQueryIsValid(), TrainingQueryLogicalToDisplay(), TrainingQueryLogicalToOdbc(), TrainingQueryNormalize(), TrainingQuerySet()
Methods
method %Dump() as %Status
Helper method for debugging etc.
classmethod GetInterval(start As %TimeStamp, end As %TimeStamp) as %Numeric
Compute the difference in seconds between two timestamps
Compute the default name for this training run
// Model is the Oid of a Model
Log a timestamped message to the training log
Indexes
index (IDKEY on ) [IdKey, Type = key];
Index methods: IDKEYCheck(), IDKEYDelete(), IDKEYExists(), IDKEYOpen(), IDKEYSQLCheckUnique(), IDKEYSQLExists(), IDKEYSQLFindPKeyByConstraint(), IDKEYSQLFindRowIDByConstraint()
index (NameIndex on Name) [Unique];
Index methods: NameIndexCheck(), NameIndexCheckUnique(), NameIndexDelete(), NameIndexExists(), NameIndexOpen(), NameIndexSQLCheckUnique(), NameIndexSQLExists(), NameIndexSQLFindPKeyByConstraint(), NameIndexSQLFindRowIDByConstraint()
Inherited Members
Inherited Methods
- %%CLASSNAMELogicalToStorage()
- %%CLASSNAMEStorageToLogical()
- %AddToSaveSet()
- %AddToSyncSet()
- %BMEBuilt()
- %BuildIndicesAsync()
- %BuildIndicesAsyncResponse()
- %CheckConstraints()
- %CheckConstraintsForExtent()
- %ClassIsLatestVersion()
- %ClassName()
- %ComposeOid()
- %ConstructClone()
- %Delete()
- %DeleteExtent()
- %DeleteId()
- %DispatchClassMethod()
- %DispatchGetModified()
- %DispatchGetProperty()
- %DispatchMethod()
- %DispatchSetModified()
- %DispatchSetMultidimProperty()
- %DispatchSetProperty()
- %Exists()
- %ExistsId()
- %Extends()
- %GUID()
- %GUIDSet()
- %GetLock()
- %GetParameter()
- %GetSwizzleObject()
- %Id()
- %InsertBatch()
- %IsA()
- %IsModified()
- %IsNull()
- %KillExtent()
- %KillExtentData()
- %LoadFromMemory()
- %LockExtent()
- %LockId()
- %New()
- %NormalizeObject()
- %ObjectIsNull()
- %ObjectModified()
- %Oid()
- %OnBeforeAddToSync()
- %OnDeleteFinally()
- %OnDetermineClass()
- %OnOpenFinally()
- %OnSaveFinally()
- %Open()
- %OpenId()
- %OriginalNamespace()
- %PackageName()
- %PhysicalAddress()
- %PurgeIndices()
- %Reload()
- %RemoveFromSaveSet()
- %ResolveConcurrencyConflict()
- %RollBack()
- %Save()
- %SaveDirect()
- %SaveIndices()
- %SerializeObject()
- %SetModified()
- %SortBegin()
- %SortEnd()
- %SyncObjectIn()
- %SyncTransport()
- %UnlockExtent()
- %UnlockId()
- %ValidateIndices()
- %ValidateObject()
- %ValidateTable()
Storage
Storage Model: Storage (%ML.TrainingRun)
^IRIS.ML.TrainingRunD(ID,"Settings") |
= | Settings |
Storage Model: Storage (%ML.TrainingRun)
^IRIS.ML.TrainingRunD(ID) |
= | %%CLASSNAME
Model
Provider
StartedAt
CompletedAt
TrainingDuration
RunStatus
StatusCode
Log
TrainingQuery
Name
Configuration
PID
|