java.lang.Object
- adams.core.logging.LoggingObject
- - adams.core.logging.CustomLoggingLevelObject
  - - adams.core.option.AbstractOptionHandler
    - - adams.flow.core.AbstractActor
      - adams.flow.transformer.AbstractTransformer
        
        adams.flow.transformer.WekaInstancesMerge

All Implemented Interfaces:: AdditionalInformationHandler, ClassCrossReference, CleanUpHandler, CrossReference, Destroyable, GlobalInfoSupporter, LoggingLevelHandler, LoggingSupporter, OptionHandler, QuickInfoSupporter, ShallowCopySupporter<Actor>, SizeOfHandler, Stoppable, StoppableWithFeedback, VariablesInspectionHandler, VariableChangeListener, Actor, ErrorHandler, InputConsumer, OutputProducer, WekaMergeInstancesActor, Serializable, Comparable

public class WekaInstancesMerge
extends AbstractTransformer
implements WekaMergeInstancesActor, ClassCrossReference

Merges multiple datasets, either from file or using Instances/Instance objects.
If no 'ID' attribute is named, then all datasets must contain the same number of rows.
Attributes can be excluded from ending up in the final dataset via a regular expression. They can also be prefixed with name and/or index.

Input/output:
- accepts:
   java.lang.String[]
   java.io.File[]
   weka.core.Instance[]
   weka.core.Instances[]
- generates:
   weka.core.Instances

-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel)
    The logging level for outputting errors and debugging output.
    default: WARNING

-name <java.lang.String> (property: name)
    The name of the actor.
    default: WekaInstancesMerge

-annotation <adams.core.base.BaseAnnotation> (property: annotations)
    The annotations to attach to this actor.
    default:

-skip <boolean> (property: skip)
    If set to true, transformation is skipped and the input token is just forwarded 
    as it is.
    default: false

-stop-flow-on-error <boolean> (property: stopFlowOnError)
    If set to true, the flow execution at this level gets stopped in case this 
    actor encounters an error; the error gets propagated; useful for critical 
    actors.
    default: false

-silent <boolean> (property: silent)
    If enabled, then no errors are output in the console; Note: the enclosing 
    actor handler must have this enabled as well.
    default: false

-use-prefix <boolean> (property: usePrefix)
    Whether to prefix the attribute names of each dataset with an index and 
    an optional string.
    default: false

-add-index <boolean> (property: addIndex)
    Whether to add the index of the dataset to the prefix.
    default: false

-remove <boolean> (property: remove)
    If true, only keep instances where data is available from each source.
    default: false

-prefix <java.lang.String> (property: prefix)
    The optional prefix string to prefix the index number with (in case prefixes 
    are used); '@' is a placeholder for the relation name.
    default: dataset

-prefix-separator <java.lang.String> (property: prefixSeparator)
    The separator string between the generated prefix and the original attribute 
    name.
    default: -

-exclude-atts <java.lang.String> (property: excludedAttributes)
    The regular expression used on the attribute names, to determine whether 
    an attribute should be excluded or not (matching sense can be inverted); 
    leave empty to include all attributes.
    default:

-invert <boolean> (property: invertMatchingSense)
    Whether to invert the matching sense of excluding attributes, ie, the regular 
    expression is used for including attributes.
    default: false

-unique-id <java.lang.String> (property: uniqueID)
    The name of the attribute (string/numeric) used for uniquely identifying 
    rows among the datasets.
    default:

-keep-only-single-unique-id <boolean> (property: keepOnlySingleUniqueID)
    If enabled, only a single instance of the unique ID attribute is kept.
    default: false

-strict <boolean> (property: strict)
    If enabled, ensures that IDs in unique ID column are truly unique.
    default: false

Author:: fracpete (fracpete at waikato dot ac dot nz)
See Also:: Serialized Form

Field Summary

Fields
Modifier and Type	Field	Description
`protected boolean`	`m_AddIndex`	whether to add the index to the prefix.
`protected int`	`m_AttType`	the attribute type of the ID attribute.
`protected String`	`m_ExcludedAttributes`	regular expression for excluding attributes from the datasets.
`protected boolean`	`m_InvertMatchingSense`	whether to invert the matching sense for excluding attributes.
`protected boolean`	`m_KeepOnlySingleUniqueID`	whether to keep only a single instance of the unique ID attribute.
`protected String`	`m_Prefix`	the additional prefix name to use, apart from the index.
`protected String`	`m_PrefixSeparator`	the separator between index and actual attribute name.
`protected boolean`	`m_Remove`	whether to remove when not all present.
`protected boolean`	`m_Strict`	whether to fail if IDs not unique.
`protected String`	`m_UniqueID`	the string or numeric attribute to use as unique identifier for rows.
`protected List<String>`	`m_UniqueIDAtts`	the unique ID attributes.
`protected boolean`	`m_UsePrefix`	whether to prefix the attribute names of each dataset with an index.

Fields inherited from class adams.flow.transformer.AbstractTransformer
BACKUP_INPUT, BACKUP_OUTPUT, m_InputToken, m_OutputToken

Fields inherited from class adams.flow.core.AbstractActor
m_Annotations, m_BackupState, m_DetectedObjectVariables, m_DetectedVariables, m_ErrorHandler, m_Executed, m_Executing, m_ExecutionListeningSupporter, m_FullName, m_LoggingPrefix, m_Name, m_Parent, m_ScopeHandler, m_Self, m_Silent, m_Skip, m_StopFlowOnError, m_StopMessage, m_Stopped, m_StorageHandler, m_VariablesUpdated

Fields inherited from class adams.core.option.AbstractOptionHandler
m_OptionManager

Fields inherited from class adams.core.logging.LoggingObject
m_Logger, m_LoggingIsEnabled, m_LoggingLevel

Fields inherited from interface adams.flow.core.Actor
FILE_EXTENSION, FILE_EXTENSION_GZ

Constructor Summary

Constructors
Constructor Description

WekaInstancesMerge()

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`Class[]`	`accepts()`	Returns the class that the consumer accepts.
`String`	`addIndexTipText()`	Returns the tip text for this property.
`protected String`	`createPrefix(weka.core.Instances inst, int index)`	Generates the prefix for the dataset/index.
`void`	`defineOptions()`	Adds options to the internal list of options.
`protected String`	`doExecute()`	Executes the flow item.
`protected weka.core.Instances`	`excludeAttributes(weka.core.Instances inst)`	Excludes attributes from the data.
`String`	`excludedAttributesTipText()`	Returns the tip text for this property.
`Class[]`	`generates()`	Returns the class of objects that it generates.
`boolean`	`getAddIndex()`	Returns whether to add the dataset index number to the prefix.
`Class[]`	`getClassCrossReferences()`	Returns the cross-referenced classes.
`String`	`getExcludedAttributes()`	Returns the prefix separator string.
`boolean`	`getInvertMatchingSense()`	Returns whether to invert the matching sense.
`boolean`	`getKeepOnlySingleUniqueID()`	Returns whether to keep only a single instance of the unique ID attribute.
`String`	`getPrefix()`	Returns the optional prefix string.
`String`	`getPrefixSeparator()`	Returns the prefix separator string.
`String`	`getQuickInfo()`	Returns a quick info about the actor, which will be displayed in the GUI.
`boolean`	`getRemove()`	Returns whether to remove if not all present
`boolean`	`getStrict()`	Returns whether to enforce uniqueness in IDs.
`String`	`getUniqueID()`	Returns the attribute (string/numeric) to use for uniquely identifying rows.
`boolean`	`getUsePrefix()`	Returns whether to use prefixes.
`String`	`globalInfo()`	Returns a string describing the object.
`String`	`invertMatchingSenseTipText()`	Returns the tip text for this property.
`String`	`keepOnlySingleUniqueIDTipText()`	Returns the tip text for this property.
`protected weka.core.Instances`	`merge(weka.core.Instances[] orig, weka.core.Instances[] inst, HashSet ids)`	Merges the datasets based on the collected IDs.
`protected weka.core.Instances`	`prefixAttributes(weka.core.Instances inst, int index)`	Prefixes the attributes.
`String`	`prefixSeparatorTipText()`	Returns the tip text for this property.
`String`	`prefixTipText()`	Returns the tip text for this property.
`protected weka.core.Instances`	`prepareData(weka.core.Instances inst, int index)`	Prepares the data, prefixing attributes, removing columns, etc, before merging it.
`String`	`removeTipText()`	Returns the tip text for this property.
`void`	`setAddIndex(boolean value)`	Sets whether to add the dataset index number to the prefix.
`void`	`setExcludedAttributes(String value)`	Sets the regular expression for excluding attributes.
`void`	`setInvertMatchingSense(boolean value)`	Sets whether to invert the matching sense.
`void`	`setKeepOnlySingleUniqueID(boolean value)`	Sets whether to keep only a single instance of the unique ID attribute.
`void`	`setPrefix(String value)`	Sets the optional prefix string.
`void`	`setPrefixSeparator(String value)`	Sets the prefix separator string.
`void`	`setRemove(boolean value)`	Sets whether to remove if not all present
`void`	`setStrict(boolean value)`	Sets whether to enforce uniqueness in IDs.
`void`	`setUniqueID(String value)`	Sets the attribute (string/numeric) to use for uniquely identifying rows.
`void`	`setUsePrefix(boolean value)`	Sets whether to use prefixes.
`String`	`strictTipText()`	Returns the tip text for this property.
`String`	`uniqueIDTipText()`	Returns the tip text for this property.
`protected void`	`updateIDs(int instIndex, weka.core.Instances inst, HashSet ids)`	Updates the IDs in the hashset with the ones stored in the ID attribute of the provided dataset.
`String`	`usePrefixTipText()`	Returns the tip text for this property.

Methods inherited from class adams.flow.transformer.AbstractTransformer
backupState, currentInput, execute, hasInput, hasPendingOutput, input, output, postExecute, restoreState, wrapUp

Methods inherited from class adams.flow.core.AbstractActor
annotationsTipText, canInspectOptions, canPerformSetUpCheck, cleanUp, compareTo, configureLogger, destroy, equals, finalUpdateVariables, findVariables, findVariables, forceVariables, forCommandLine, forName, forName, getAdditionalInformation, getAnnotations, getDefaultName, getDetectedVariables, getErrorHandler, getFlowActors, getFlowExecutionListeningSupporter, getFullName, getName, getNextSibling, getParent, getParentComponent, getPreviousSibling, getRoot, getScopeHandler, getSilent, getSkip, getStopFlowOnError, getStopMessage, getStorageHandler, getVariables, handleError, handleException, hasErrorHandler, hasStopMessage, index, initialize, isBackedUp, isExecuted, isExecuting, isFinished, isHeadless, isStopped, nameTipText, performSetUpChecks, performVariableChecks, preExecute, pruneBackup, pruneBackup, reset, setAnnotations, setErrorHandler, setName, setParent, setSilent, setSkip, setStopFlowOnError, setUp, setVariables, shallowCopy, shallowCopy, silentTipText, sizeOf, skipTipText, stopExecution, stopExecution, stopFlowOnErrorTipText, updateDetectedVariables, updatePrefix, updateVariables, variableChanged

Methods inherited from class adams.core.option.AbstractOptionHandler
cleanUpOptions, finishInit, getDefaultLoggingLevel, getOptionManager, loggingLevelTipText, newOptionManager, setLoggingLevel, toCommandLine, toString

Methods inherited from class adams.core.logging.LoggingObject
getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled

Methods inherited from class java.lang.Object
clone, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface adams.core.AdditionalInformationHandler
getAdditionalInformation

Methods inherited from interface adams.flow.core.InputConsumer
currentInput, hasInput, input

Methods inherited from interface adams.core.logging.LoggingLevelHandler
getLoggingLevel, setLoggingLevel

Methods inherited from interface adams.core.logging.LoggingSupporter
getLogger, isLoggingEnabled

Methods inherited from interface adams.core.option.OptionHandler
cleanUpOptions, getOptionManager

Methods inherited from interface adams.flow.core.OutputProducer
hasPendingOutput, output

Methods inherited from interface adams.core.VariablesInspectionHandler
canInspectOptions

- Field Detail
  - m_UsePrefix
```
protected boolean m_UsePrefix
```
    whether to prefix the attribute names of each dataset with an index.
  - m_AddIndex
```
protected boolean m_AddIndex
```
    whether to add the index to the prefix.
  - m_Remove
```
protected boolean m_Remove
```
    whether to remove when not all present.
  - m_Prefix
```
protected String m_Prefix
```
    the additional prefix name to use, apart from the index.
  - m_PrefixSeparator
```
protected String m_PrefixSeparator
```
    the separator between index and actual attribute name.
  - m_ExcludedAttributes
```
protected String m_ExcludedAttributes
```
    regular expression for excluding attributes from the datasets.
  - m_InvertMatchingSense
```
protected boolean m_InvertMatchingSense
```
    whether to invert the matching sense for excluding attributes.
  - m_UniqueID
```
protected String m_UniqueID
```
    the string or numeric attribute to use as unique identifier for rows.
  - m_KeepOnlySingleUniqueID
```
protected boolean m_KeepOnlySingleUniqueID
```
    whether to keep only a single instance of the unique ID attribute.
  - m_Strict
```
protected boolean m_Strict
```
    whether to fail if IDs not unique.
  - m_AttType
```
protected int m_AttType
```
    the attribute type of the ID attribute.
  - m_UniqueIDAtts
```
protected List<String> m_UniqueIDAtts
```
    the unique ID attributes.
- Constructor Detail
  - WekaInstancesMerge
```
public WekaInstancesMerge()
```
- Method Detail
  - globalInfo
```
public String globalInfo()
```
    Returns a string describing the object.
    
    Specified by:
    
    globalInfo in interface GlobalInfoSupporter
    
    Specified by:
    
    globalInfo in class AbstractOptionHandler
    
    Returns:
    
    a description suitable for displaying in the gui
  - getClassCrossReferences
```
public Class[] getClassCrossReferences()
```
    Returns the cross-referenced classes.
    
    Specified by:
    
    getClassCrossReferences in interface ClassCrossReference
    
    Returns:
    
    the classes
  - defineOptions
```
public void defineOptions()
```
    Adds options to the internal list of options.
    
    Specified by:
    
    defineOptions in interface OptionHandler
    
    Overrides:
    
    defineOptions in class AbstractActor
  - setRemove
```
public void setRemove(boolean value)
```
    Sets whether to remove if not all present
    
    Parameters:
    
    value - if true then remove instance if not all there to merge
  - getRemove
```
public boolean getRemove()
```
    Returns whether to remove if not all present
    
    Returns:
    
    if true then remove instance if not all there to merge
  - removeTipText
```
public String removeTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setUsePrefix
```
public void setUsePrefix(boolean value)
```
    Sets whether to use prefixes.
    
    Parameters:
    
    value - if true then the attributes will get prefixed
  - getUsePrefix
```
public boolean getUsePrefix()
```
    Returns whether to use prefixes.
    
    Returns:
    
    true if the attributes will get prefixed
  - usePrefixTipText
```
public String usePrefixTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setAddIndex
```
public void setAddIndex(boolean value)
```
    Sets whether to add the dataset index number to the prefix.
    
    Parameters:
    
    value - if true then the index will be used in the prefix
  - getAddIndex
```
public boolean getAddIndex()
```
    Returns whether to add the dataset index number to the prefix.
    
    Returns:
    
    true if the index will be used in the prefix
  - addIndexTipText
```
public String addIndexTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setPrefix
```
public void setPrefix(String value)
```
    Sets the optional prefix string.
    
    Parameters:
    
    value - the optional prefix string
  - getPrefix
```
public String getPrefix()
```
    Returns the optional prefix string.
    
    Returns:
    
    the optional prefix string
  - prefixTipText
```
public String prefixTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setPrefixSeparator
```
public void setPrefixSeparator(String value)
```
    Sets the prefix separator string.
    
    Parameters:
    
    value - the prefix separator string
  - getPrefixSeparator
```
public String getPrefixSeparator()
```
    Returns the prefix separator string.
    
    Returns:
    
    the prefix separator string
  - prefixSeparatorTipText
```
public String prefixSeparatorTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setExcludedAttributes
```
public void setExcludedAttributes(String value)
```
    Sets the regular expression for excluding attributes.
    
    Parameters:
    
    value - the regular expression
  - getExcludedAttributes
```
public String getExcludedAttributes()
```
    Returns the prefix separator string.
    
    Returns:
    
    the prefix separator string
  - excludedAttributesTipText
```
public String excludedAttributesTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setInvertMatchingSense
```
public void setInvertMatchingSense(boolean value)
```
    Sets whether to invert the matching sense.
    
    Parameters:
    
    value - if true then matching sense gets inverted
  - getInvertMatchingSense
```
public boolean getInvertMatchingSense()
```
    Returns whether to invert the matching sense.
    
    Returns:
    
    true if the attributes will get prefixed
  - invertMatchingSenseTipText
```
public String invertMatchingSenseTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setUniqueID
```
public void setUniqueID(String value)
```
    Sets the attribute (string/numeric) to use for uniquely identifying rows.
    
    Parameters:
    
    value - the attribute name
  - getUniqueID
```
public String getUniqueID()
```
    Returns the attribute (string/numeric) to use for uniquely identifying rows.
    
    Returns:
    
    the attribute name
  - uniqueIDTipText
```
public String uniqueIDTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setKeepOnlySingleUniqueID
```
public void setKeepOnlySingleUniqueID(boolean value)
```
    Sets whether to keep only a single instance of the unique ID attribute.
    
    Parameters:
    
    value - true if to keep only single instance
  - getKeepOnlySingleUniqueID
```
public boolean getKeepOnlySingleUniqueID()
```
    Returns whether to keep only a single instance of the unique ID attribute.
    
    Returns:
    
    true if to keep only single instance
  - keepOnlySingleUniqueIDTipText
```
public String keepOnlySingleUniqueIDTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - setStrict
```
public void setStrict(boolean value)
```
    Sets whether to enforce uniqueness in IDs.
    
    Parameters:
    
    value - true if to enforce
  - getStrict
```
public boolean getStrict()
```
    Returns whether to enforce uniqueness in IDs.
    
    Returns:
    
    true if to enforce
  - strictTipText
```
public String strictTipText()
```
    Returns the tip text for this property.
    
    Returns:
    
    tip text for this property suitable for displaying in the GUI or for listing the options.
  - getQuickInfo
```
public String getQuickInfo()
```
    Returns a quick info about the actor, which will be displayed in the GUI.
    
    Specified by:
    
    getQuickInfo in interface Actor
    
    Specified by:
    
    getQuickInfo in interface QuickInfoSupporter
    
    Overrides:
    
    getQuickInfo in class AbstractActor
    
    Returns:
    
    null if no info available, otherwise short string
  - accepts
```
public Class[] accepts()
```
    Returns the class that the consumer accepts.
    
    Specified by:
    
    accepts in interface InputConsumer
    
    Returns:
    
    java.lang.String[].class, java.io.File[].class, weka.core.Instance[].class, weka.core.Instances[].class
  - generates
```
public Class[] generates()
```
    Returns the class of objects that it generates.
    
    Specified by:
    
    generates in interface OutputProducer
    
    Returns:
    
    weka.core.Instances.class
  - excludeAttributes
```
protected weka.core.Instances excludeAttributes(weka.core.Instances inst)
```
    Excludes attributes from the data.
    
    Parameters:
    
    inst - the data to process
    
    Returns:
    
    the processed data
  - createPrefix
```
protected String createPrefix(weka.core.Instances inst,
                              int index)
```
    Generates the prefix for the dataset/index.
    
    Parameters:
    
    inst - the current dataset
    
    index - the index
    
    Returns:
    
    the prefix
  - prefixAttributes
```
protected weka.core.Instances prefixAttributes(weka.core.Instances inst,
                                               int index)
```
    Prefixes the attributes.
    
    Parameters:
    
    index - the index of the dataset
    
    inst - the data to process
    
    Returns:
    
    the processed data
  - prepareData
```
protected weka.core.Instances prepareData(weka.core.Instances inst,
                                          int index)
```
    Prepares the data, prefixing attributes, removing columns, etc, before merging it.
    
    Parameters:
    
    inst - the data to process
    
    index - the 0-based index of the dataset being processed
    
    Returns:
    
    the prepared data
  - updateIDs
```
protected void updateIDs(int instIndex,
                         weka.core.Instances inst,
                         HashSet ids)
```
    Updates the IDs in the hashset with the ones stored in the ID attribute of the provided dataset.
    
    Parameters:
    
    instIndex - the dataset index
    
    inst - the dataset to obtain the IDs from
    
    ids - the hashset to store the IDs in
  - merge
```
protected weka.core.Instances merge(weka.core.Instances[] orig,
                                    weka.core.Instances[] inst,
                                    HashSet ids)
```
    Merges the datasets based on the collected IDs.
    
    Parameters:
    
    orig - the original datasets
    
    inst - the processed datasets to merge into one
    
    ids - the IDs for identifying the rows
    
    Returns:
    
    the merged dataset
  - doExecute
```
protected String doExecute()
```
    Executes the flow item.
    
    Specified by:
    
    doExecute in class AbstractActor
    
    Returns:
    
    null if everything is fine, otherwise error message

Class WekaInstancesMerge

Field Summary

Fields inherited from class adams.flow.transformer.AbstractTransformer

Fields inherited from class adams.flow.core.AbstractActor

Fields inherited from class adams.core.option.AbstractOptionHandler

Fields inherited from class adams.core.logging.LoggingObject

Fields inherited from interface adams.flow.core.Actor

Constructor Summary

Method Summary

Methods inherited from class adams.flow.transformer.AbstractTransformer

Methods inherited from class adams.flow.core.AbstractActor

Methods inherited from class adams.core.option.AbstractOptionHandler

Methods inherited from class adams.core.logging.LoggingObject

Methods inherited from class java.lang.Object

Methods inherited from interface adams.flow.core.Actor

Methods inherited from interface adams.core.AdditionalInformationHandler

Methods inherited from interface adams.flow.core.InputConsumer

Methods inherited from interface adams.core.logging.LoggingLevelHandler

Methods inherited from interface adams.core.logging.LoggingSupporter

Methods inherited from interface adams.core.option.OptionHandler

Methods inherited from interface adams.flow.core.OutputProducer

Methods inherited from interface adams.core.VariablesInspectionHandler

Field Detail

m_UsePrefix

m_AddIndex

m_Remove

m_Prefix

m_PrefixSeparator

m_ExcludedAttributes

m_InvertMatchingSense

m_UniqueID

m_KeepOnlySingleUniqueID

m_Strict

m_AttType

m_UniqueIDAtts

Constructor Detail

WekaInstancesMerge

Method Detail

globalInfo

getClassCrossReferences

defineOptions

setRemove

getRemove

removeTipText

setUsePrefix

getUsePrefix

usePrefixTipText

setAddIndex

getAddIndex

addIndexTipText

setPrefix

getPrefix

prefixTipText

setPrefixSeparator

getPrefixSeparator

prefixSeparatorTipText

setExcludedAttributes

getExcludedAttributes

excludedAttributesTipText

setInvertMatchingSense

getInvertMatchingSense

invertMatchingSenseTipText

setUniqueID

getUniqueID

uniqueIDTipText

setKeepOnlySingleUniqueID

getKeepOnlySingleUniqueID

keepOnlySingleUniqueIDTipText

setStrict

getStrict

strictTipText

getQuickInfo

accepts

generates

excludeAttributes

createPrefix

prefixAttributes

prepareData

updateIDs

merge