- 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.CategoricalArrayTransformation extends GeneratedMessageV3 implements AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilderTreats 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 |
|