Package weka.knowledgeflow.steps
Class SerializedModelSaver
- java.lang.Object
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- weka.knowledgeflow.steps.BaseStep
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- weka.knowledgeflow.steps.SerializedModelSaver
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- All Implemented Interfaces:
java.io.Serializable,BaseStepExtender,Step
@KFStep(name="SerializedModelSaver", category="DataSinks", toolTipText="A step that saves models to the file system", iconPath="weka/gui/knowledgeflow/icons/SerializedModelSaver.gif") public class SerializedModelSaver extends BaseStep
Step that can save models encapsulated in incomingDataobjects to the filesystem.- Version:
- $Revision: $
- Author:
- Mark Hall (mhall{[at]}pentaho{[dot]}com)
- See Also:
- Serialized Form
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Constructor Summary
Constructors Constructor Description SerializedModelSaver()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description java.lang.StringgetFilenamePrefix()Get the text to prepend to the filenamebooleangetIncludeRelationNameInFilename()Get whether to include the relation name as part of the filenamejava.util.List<java.lang.String>getIncomingConnectionTypes()Get a list of incoming connection types that this step can accept.intgetIncrementalSaveSchedule()Get how frequently to save an incremental modeljava.util.List<java.lang.String>getOutgoingConnectionTypes()Get a list of outgoing connection types that this step can produce.java.io.FilegetOutputDirectory()Get the directory to save tovoidprocessIncoming(Data data)Process an incoming data payload (if the step accepts incoming connections)voidsetFilenamePrefix(java.lang.String filenamePrefix)Set the text to prepend to the filenamevoidsetIncludeRelationNameInFilename(boolean includeRelationName)Set whether to include the relation name as part of the filenamevoidsetIncrementalSaveSchedule(int schedule)Set how frequently to save an incremental modelvoidsetOutputDirectory(java.io.File directory)Set the directory to save tovoidstepInit()Initialize the step-
Methods inherited from class weka.knowledgeflow.steps.BaseStep
environmentSubstitute, getCustomEditorForStep, getDefaultSettings, getInteractiveViewers, getInteractiveViewersImpls, getName, getStepManager, globalInfo, isResourceIntensive, isStopRequested, outputStructureForConnectionType, outputStructureForConnectionType, setName, setStepIsResourceIntensive, setStepManager, setStepMustRunSingleThreaded, start, stepMustRunSingleThreaded, stop
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Method Detail
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setOutputDirectory
@FilePropertyMetadata(fileChooserDialogType=1, directoriesOnly=true) @OptionMetadata(displayName="Output directory", description="The directory to save models to", displayOrder=0) public void setOutputDirectory(java.io.File directory)
Set the directory to save to- Parameters:
directory- the directory to save to
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getOutputDirectory
public java.io.File getOutputDirectory()
Get the directory to save to- Returns:
- the directory to save to
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setFilenamePrefix
@OptionMetadata(displayName="Filename prefix", description="A prefix to prepend to the filename", displayOrder=1) public void setFilenamePrefix(java.lang.String filenamePrefix)
Set the text to prepend to the filename- Parameters:
filenamePrefix- the prefix to add to the filename
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getFilenamePrefix
public java.lang.String getFilenamePrefix()
Get the text to prepend to the filename- Returns:
- the prefix to add to the filename
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setIncrementalSaveSchedule
@OptionMetadata(displayName="Incremental save schedule", description="How frequently to save incremental classifiers (<= 0 indicates that the save will happen just once, at the end of the stream", displayOrder=4) public void setIncrementalSaveSchedule(int schedule)
Set how frequently to save an incremental model- Parameters:
schedule- how often (i.e. every x updates) to save the model. <= 0 indicates that the save will happen just once, at the end of the stream.
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getIncrementalSaveSchedule
public int getIncrementalSaveSchedule()
Get how frequently to save an incremental model- Returns:
- how often (i.e. every x updates) to save the model. <= 0 indicates that the save will happen just once, at the end of the stream.
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setIncludeRelationNameInFilename
@OptionMetadata(displayName="Include relation name in file name", description="Whether to include the relation name of the data as part of the file name", displayOrder=2) public void setIncludeRelationNameInFilename(boolean includeRelationName)
Set whether to include the relation name as part of the filename- Parameters:
includeRelationName- true to include the relation name as part of the filename
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getIncludeRelationNameInFilename
public boolean getIncludeRelationNameInFilename()
Get whether to include the relation name as part of the filename- Returns:
- true if the relation name will be included as part of the filename
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getIncomingConnectionTypes
public java.util.List<java.lang.String> getIncomingConnectionTypes()
Get a list of incoming connection types that this step can accept. Ideally (and if appropriate), this should take into account the state of the step and any existing incoming connections. E.g. a step might be able to accept one (and only one) incoming batch data connection.- Returns:
- a list of incoming connections that this step can accept given its current state
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getOutgoingConnectionTypes
public java.util.List<java.lang.String> getOutgoingConnectionTypes()
Get a list of outgoing connection types that this step can produce. Ideally (and if appropriate), this should take into account the state of the step and the incoming connections. E.g. depending on what incoming connection is present, a step might be able to produce a trainingSet output, a testSet output or neither, but not both.- Returns:
- a list of outgoing connections that this step can produce
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stepInit
public void stepInit()
Initialize the step
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processIncoming
public void processIncoming(Data data) throws WekaException
Process an incoming data payload (if the step accepts incoming connections)- Specified by:
processIncomingin interfaceBaseStepExtender- Specified by:
processIncomingin interfaceStep- Overrides:
processIncomingin classBaseStep- Parameters:
data- the data to process- Throws:
WekaException- if a problem occurs
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