Package opennlp.tools.namefind

Class TokenNameFinderModel

java.lang.Object

opennlp.tools.util.model.BaseModel

opennlp.tools.namefind.TokenNameFinderModel

All Implemented Interfaces:

Serializable, ArtifactProvider

public class TokenNameFinderModel
extends BaseModel

The TokenNameFinderModel is the model used by a learnable TokenNameFinder.

See Also:

• NameFinderME
• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TokenNameFinderModel.FeatureGeneratorCreationError

Field Summary

Fields inherited from class opennlp.tools.util.model.BaseModel

TRAINING_CUTOFF_PROPERTY, TRAINING_EVENTHASH_PROPERTY, TRAINING_ITERATIONS_PROPERTY

Constructor Summary

Constructors

Constructor	Description
TokenNameFinderModel(File modelFile)	Initializes a TokenNameFinderModel instance via a valid File.
TokenNameFinderModel(InputStream in)	Initializes a TokenNameFinderModel instance via a valid InputStream.
TokenNameFinderModel(String languageCode, MaxentModel nameFinderModel, byte[] generatorDescriptor, Map<String,Object> resources, Map<String,String> manifestInfoEntries)	Initializes a TokenNameFinderModel instance via given parameters.
TokenNameFinderModel(String languageCode, MaxentModel nameFinderModel, int beamSize, byte[] generatorDescriptor, Map<String,Object> resources, Map<String,String> manifestInfoEntries)	Initializes a TokenNameFinderModel instance via given parameters.
TokenNameFinderModel(String languageCode, MaxentModel nameFinderModel, int beamSize, byte[] generatorDescriptor, Map<String,Object> resources, Map<String,String> manifestInfoEntries, SequenceCodec<String> seqCodec, TokenNameFinderFactory factory)	Initializes a TokenNameFinderModel instance via given parameters.
TokenNameFinderModel(String languageCode, MaxentModel nameFinderModel, Map<String,Object> resources, Map<String,String> manifestInfoEntries)	Initializes a TokenNameFinderModel instance via given parameters.
TokenNameFinderModel(String languageCode, SequenceClassificationModel<String> nameFinderModel, byte[] generatorDescriptor, Map<String,Object> resources, Map<String,String> manifestInfoEntries, SequenceCodec<String> seqCodec, TokenNameFinderFactory factory)	Initializes a TokenNameFinderModel instance via given parameters.
TokenNameFinderModel(URL modelURL)	Initializes a TokenNameFinderModel instance via a valid URL.
TokenNameFinderModel(Path modelPath)	Initializes a TokenNameFinderModel instance via a valid Path.

Method Summary

Modifier and Type	Method	Description
static Map<String,ArtifactSerializer<?>>	createArtifactSerializers()	Create the serializers.
TokenNameFinderFactory	getFactory()
SequenceClassificationModel<String>	getNameFinderSequenceModel()
SequenceCodec<String>	getSequenceCodec()

Methods inherited from class opennlp.tools.util.model.BaseModel

getArtifact, getLanguage, getManifestProperty, getVersion, isLoadedFromSerialized, serialize, serialize, serialize

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

TokenNameFinderModel

public TokenNameFinderModel(String languageCode,
 SequenceClassificationModel<String> nameFinderModel,
 byte[] generatorDescriptor,
 Map<String,Object> resources,
 Map<String,String> manifestInfoEntries,
 SequenceCodec<String> seqCodec,
 TokenNameFinderFactory factory)

Initializes a TokenNameFinderModel instance via given parameters.

Parameters:

languageCode - The ISO conform language code.

nameFinderModel - A valid MaxentModel.

generatorDescriptor - The byte[] representing the feature generator descriptor.

resources - Additional resources in a mapping.

manifestInfoEntries - Additional information kept in the manifest.

seqCodec - The SequenceCodec to use.

factory - The TokenNameFinderFactory for creating related objects.

Throws:

IllegalArgumentException - Thrown if the namFinderModel incompatible with seqCodec.

TokenNameFinderModel

public TokenNameFinderModel(String languageCode,
 MaxentModel nameFinderModel,
 int beamSize,
 byte[] generatorDescriptor,
 Map<String,Object> resources,
 Map<String,String> manifestInfoEntries,
 SequenceCodec<String> seqCodec,
 TokenNameFinderFactory factory)

Initializes a TokenNameFinderModel instance via given parameters.

Parameters:

languageCode - The ISO conform language code.

nameFinderModel - A valid MaxentModel.

beamSize - The beam size. Must be greater than 0.

generatorDescriptor - The byte[] representing the feature generator descriptor.

resources - Additional resources in a mapping.

manifestInfoEntries - Additional information kept in the manifest.

seqCodec - The SequenceCodec to use.

factory - The TokenNameFinderFactory for creating related objects.

Throws:

IllegalArgumentException - Thrown if the namFinderModel incompatible with seqCodec.

TokenNameFinderModel

public TokenNameFinderModel(String languageCode,
 MaxentModel nameFinderModel,
 byte[] generatorDescriptor,
 Map<String,Object> resources,
 Map<String,String> manifestInfoEntries)

Initializes a TokenNameFinderModel instance via given parameters.

Parameters:

languageCode - The ISO conform language code.

nameFinderModel - A valid MaxentModel.

generatorDescriptor - The byte[] representing the feature generator descriptor.

resources - Additional resources in a mapping.

manifestInfoEntries - Additional information kept in the manifest.

Throws:

IllegalArgumentException - Thrown if the namFinderModel incompatible with seqCodec.

TokenNameFinderModel

public TokenNameFinderModel(String languageCode,
 MaxentModel nameFinderModel,
 int beamSize,
 byte[] generatorDescriptor,
 Map<String,Object> resources,
 Map<String,String> manifestInfoEntries)

Initializes a TokenNameFinderModel instance via given parameters.

Parameters:

languageCode - The ISO conform language code.

nameFinderModel - A valid MaxentModel.

beamSize - The beam size. Must be greater than 0.

generatorDescriptor - The byte[] representing the feature generator descriptor.

resources - Additional resources in a mapping.

manifestInfoEntries - Additional information kept in the manifest.

Throws:

IllegalArgumentException - Thrown if the namFinderModel incompatible with seqCodec.

TokenNameFinderModel

public TokenNameFinderModel(String languageCode,
 MaxentModel nameFinderModel,
 Map<String,Object> resources,
 Map<String,String> manifestInfoEntries)

Initializes a TokenNameFinderModel instance via given parameters.

Parameters:

languageCode - The ISO conform language code.

nameFinderModel - A valid MaxentModel.

resources - Additional resources in a mapping.

manifestInfoEntries - Additional information kept in the manifest.

Throws:

IllegalArgumentException - Thrown if the nameFinderModel is incompatible with seqCodec.

TokenNameFinderModel

public TokenNameFinderModel(InputStream in)
                     throws IOException

Initializes a TokenNameFinderModel instance via a valid InputStream.

Parameters:

in - The InputStream used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

TokenNameFinderModel

public TokenNameFinderModel(File modelFile)
                     throws IOException

Initializes a TokenNameFinderModel instance via a valid File.

Parameters:

modelFile - The File used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

TokenNameFinderModel

public TokenNameFinderModel(Path modelPath)
                     throws IOException

Initializes a TokenNameFinderModel instance via a valid Path.

Parameters:

modelPath - The Path used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

TokenNameFinderModel

public TokenNameFinderModel(URL modelURL)
                     throws IOException

Initializes a TokenNameFinderModel instance via a valid URL.

Parameters:

modelURL - The URL used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

Method Details

getNameFinderSequenceModel

public SequenceClassificationModel<String> getNameFinderSequenceModel()

Returns:

Retrieves a valid SequenceClassificationModel or null if no matching one could be found.

getSequenceCodec

public SequenceCodec<String> getSequenceCodec()

Returns:

Retrieves the SequenceCodec in use.

getFactory

public TokenNameFinderFactory getFactory()

Returns:

Retrieves the TokenNameFinderFactory in use.

createArtifactSerializers

public static Map<String,ArtifactSerializer<?>> createArtifactSerializers()

Create the serializers. Currently, for serializers related to features that require external resources, such as W2VClassesDictionary objects, the convention is to add its element tag name as key of the serializer map.

For example, the element tag name for the WordClusterFeatureGenerator which uses W2VClassesDictionary objects serialized by the W2VClassesDictionarySerializer is 'wordcluster', which is the key used to add the serializer to the map.

Returns:

A Map containing the added serializers.