- 3.56.0 (latest)
- 3.55.0
- 3.54.0
- 3.53.0
- 3.52.0
- 3.50.0
- 3.49.0
- 3.48.0
- 3.47.0
- 3.46.0
- 3.45.0
- 3.44.0
- 3.43.0
- 3.42.0
- 3.41.0
- 3.40.0
- 3.38.0
- 3.37.0
- 3.36.0
- 3.35.0
- 3.34.0
- 3.33.0
- 3.32.0
- 3.31.0
- 3.30.0
- 3.29.0
- 3.28.0
- 3.25.0
- 3.24.0
- 3.23.0
- 3.22.0
- 3.21.0
- 3.20.0
- 3.19.0
- 3.18.0
- 3.17.0
- 3.16.0
- 3.15.0
- 3.14.0
- 3.13.0
- 3.12.0
- 3.11.0
- 3.10.0
- 3.9.0
- 3.8.0
- 3.7.0
- 3.6.0
- 3.5.0
- 3.4.2
- 3.3.0
- 3.2.0
- 3.0.0
- 2.9.8
- 2.8.9
- 2.7.4
- 2.5.3
- 2.4.0
public static final class AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder> implements AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder
Training pipeline will perform following transformation functions.
- The categorical string as is--no change to case, punctuation, spelling, tense, and so on.
- Convert the category name to a dictionary lookup index and generate an embedding for each index.
- Categories that appear less than 5 times in the training dataset are treated as the "unknown" category. The "unknown" category gets its own special lookup index and resulting embedding.
Protobuf type
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoMlTablesInputs.Transformation.CategoricalTransformation.BuilderInherited Members
Static Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
value |
Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
build()
public AutoMlTablesInputs.Transformation.CategoricalTransformation build()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation |
buildPartial()
public AutoMlTablesInputs.Transformation.CategoricalTransformation buildPartial()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation |
clear()
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clear()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
clearColumnName()
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearColumnName()
string column_name = 1;
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter | |
---|---|
Name | Description |
field |
FieldDescriptor |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter | |
---|---|
Name | Description |
oneof |
OneofDescriptor |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
clone()
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clone()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
getColumnName()
public String getColumnName()
string column_name = 1;
Returns | |
---|---|
Type | Description |
String |
The columnName. |
getColumnNameBytes()
public ByteString getColumnNameBytes()
string column_name = 1;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for columnName. |
getDefaultInstanceForType()
public AutoMlTablesInputs.Transformation.CategoricalTransformation getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Returns | |
---|---|
Type | Description |
Descriptor |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
mergeFrom(AutoMlTablesInputs.Transformation.CategoricalTransformation other)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.CategoricalTransformation other)
Parameter | |
---|---|
Name | Description |
other |
AutoMlTablesInputs.Transformation.CategoricalTransformation |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
Exceptions | |
---|---|
Type | Description |
IOException |
mergeFrom(Message other)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(Message other)
Parameter | |
---|---|
Name | Description |
other |
Message |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields |
UnknownFieldSet |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
setColumnName(String value)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnName(String value)
string column_name = 1;
Parameter | |
---|---|
Name | Description |
value |
String The columnName to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
This builder for chaining. |
setColumnNameBytes(ByteString value)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnNameBytes(ByteString value)
string column_name = 1;
Parameter | |
---|---|
Name | Description |
value |
ByteString The bytes for columnName to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
value |
Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters | |
---|---|
Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields |
UnknownFieldSet |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder |