public static final class AutoMlTablesInputs.Transformation.TextTransformation extends GeneratedMessageV3 implements AutoMlTablesInputs.Transformation.TextTransformationOrBuilder
Training pipeline will perform following transformation functions.
- The text as is--no change to case, punctuation, spelling, tense, and
so
on.
- Tokenize text to words. Convert each words to a dictionary lookup
index
and generate an embedding for each index. Combine the embedding of all
elements into a single embedding using the mean.
- Tokenization is based on unicode script boundaries.
- Missing values get their own lookup index and resulting embedding.
- Stop-words receive no special treatment and are not removed.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TextTransformation
Static Fields
COLUMN_NAME_FIELD_NUMBER
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value
Static Methods
getDefaultInstance()
public static AutoMlTablesInputs.Transformation.TextTransformation getDefaultInstance()
Returns
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns
newBuilder()
public static AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilder()
Returns
newBuilder(AutoMlTablesInputs.Transformation.TextTransformation prototype)
public static AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilder(AutoMlTablesInputs.Transformation.TextTransformation prototype)
Parameter
Returns
parseDelimitedFrom(InputStream input)
public static AutoMlTablesInputs.Transformation.TextTransformation parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(byte[] data)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
Returns
Exceptions
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(ByteString data)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteString data)
Parameter
Returns
Exceptions
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(CodedInputStream input)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(InputStream input)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(InputStream input)
Parameter
Returns
Exceptions
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parseFrom(ByteBuffer data)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.TextTransformation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
parser()
public static Parser<AutoMlTablesInputs.Transformation.TextTransformation> parser()
Returns
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter
Returns
Overrides
getColumnName()
public String getColumnName()
Returns
Type | Description |
String | The columnName.
|
getColumnNameBytes()
public ByteString getColumnNameBytes()
Returns
Type | Description |
ByteString | The bytes for columnName.
|
getDefaultInstanceForType()
public AutoMlTablesInputs.Transformation.TextTransformation getDefaultInstanceForType()
Returns
getParserForType()
public Parser<AutoMlTablesInputs.Transformation.TextTransformation> getParserForType()
Returns
Overrides
getSerializedSize()
public int getSerializedSize()
Returns
Overrides
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
hashCode()
Returns
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
isInitialized()
public final boolean isInitialized()
Returns
Overrides
newBuilderForType()
public AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilderForType()
Returns
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected AutoMlTablesInputs.Transformation.TextTransformation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
toBuilder()
public AutoMlTablesInputs.Transformation.TextTransformation.Builder toBuilder()
Returns
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions