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public static final class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation extends GeneratedMessageV3 implements AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilder
Treats the column as categorical array and performs following transformation functions.
- For each element in the array, convert the category name 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.
- Empty arrays treated as an embedding of zeroes.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > AutoMlTablesInputs.Transformation.CategoricalArrayTransformationStatic Fields
COLUMN_NAME_FIELD_NUMBER
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation getDefaultInstance()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder newBuilder()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
newBuilder(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation prototype)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder newBuilder(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation prototype)
Parameter | |
---|---|
Name | Description |
prototype | AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
parseDelimitedFrom(InputStream input)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static AutoMlTablesInputs.Transformation.CategoricalArrayTransformation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation> parser()
Returns | |
---|---|
Type | Description |
Parser<CategoricalArrayTransformation> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
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.CategoricalArrayTransformation getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
getParserForType()
public Parser<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<CategoricalArrayTransformation> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder toBuilder()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |