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public static final class AutoMlForecastingInputs.Transformation.TimestampTransformation extends GeneratedMessageV3 implements AutoMlForecastingInputs.Transformation.TimestampTransformationOrBuilder
Training pipeline will perform following transformation functions.
- Apply the transformation functions for Numerical columns.
- Determine the year, month, day,and weekday. Treat each value from the timestamp as a Categorical column.
- Invalid numerical values (for example, values that fall outside of a typical timestamp range, or are extreme values) receive no special treatment and are not removed.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.TimestampTransformation
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > AutoMlForecastingInputs.Transformation.TimestampTransformationFields
COLUMN_NAME_FIELD_NUMBER
public static final int COLUMN_NAME_FIELD_NUMBER
Type | Description |
int |
TIME_FORMAT_FIELD_NUMBER
public static final int TIME_FORMAT_FIELD_NUMBER
Type | Description |
int |
Methods
equals(Object obj)
public boolean equals(Object obj)
Name | Description |
obj | Object |
Type | Description |
boolean |
getColumnName()
public String getColumnName()
string column_name = 1;
Type | Description |
String | The columnName. |
getColumnNameBytes()
public ByteString getColumnNameBytes()
string column_name = 1;
Type | Description |
ByteString | The bytes for columnName. |
getDefaultInstance()
public static AutoMlForecastingInputs.Transformation.TimestampTransformation getDefaultInstance()
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
getDefaultInstanceForType()
public AutoMlForecastingInputs.Transformation.TimestampTransformation getDefaultInstanceForType()
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
getParserForType()
public Parser<AutoMlForecastingInputs.Transformation.TimestampTransformation> getParserForType()
Type | Description |
Parser<TimestampTransformation> |
getSerializedSize()
public int getSerializedSize()
Type | Description |
int |
getTimeFormat()
public String getTimeFormat()
The format in which that time field is expressed. The time_format must either be one of:
unix-seconds
unix-milliseconds
unix-microseconds
unix-nanoseconds
(for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written instrftime
syntax. If time_format is not set, then the default format is RFC 3339date-time
format, wheretime-offset
="Z"
(e.g. 1985-04-12T23:20:50.52Z)
string time_format = 2;
Type | Description |
String | The timeFormat. |
getTimeFormatBytes()
public ByteString getTimeFormatBytes()
The format in which that time field is expressed. The time_format must either be one of:
unix-seconds
unix-milliseconds
unix-microseconds
unix-nanoseconds
(for respectively number of seconds, milliseconds, microseconds and nanoseconds since start of the Unix epoch); or be written instrftime
syntax. If time_format is not set, then the default format is RFC 3339date-time
format, wheretime-offset
="Z"
(e.g. 1985-04-12T23:20:50.52Z)
string time_format = 2;
Type | Description |
ByteString | The bytes for timeFormat. |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Type | Description |
UnknownFieldSet |
hashCode()
public int hashCode()
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
newBuilder()
public static AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder newBuilder()
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder |
newBuilder(AutoMlForecastingInputs.Transformation.TimestampTransformation prototype)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder newBuilder(AutoMlForecastingInputs.Transformation.TimestampTransformation prototype)
Name | Description |
prototype | AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder |
newBuilderForType()
public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder newBuilderForType()
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Name | Description |
parent | BuilderParent |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Name | Description |
unused | UnusedPrivateParameter |
Type | Description |
Object |
parseDelimitedFrom(InputStream input)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseDelimitedFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseFrom(byte[] data)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(byte[] data)
Name | Description |
data | byte[] |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(ByteString data)
Name | Description |
data | ByteString |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(CodedInputStream input)
Name | Description |
input | CodedInputStream |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseFrom(InputStream input)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(InputStream input)
Name | Description |
input | InputStream |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(ByteBuffer data)
Name | Description |
data | ByteBuffer |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static AutoMlForecastingInputs.Transformation.TimestampTransformation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation |
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<AutoMlForecastingInputs.Transformation.TimestampTransformation> parser()
Type | Description |
Parser<TimestampTransformation> |
toBuilder()
public AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder toBuilder()
Type | Description |
AutoMlForecastingInputs.Transformation.TimestampTransformation.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Name | Description |
output | CodedOutputStream |
Type | Description |
IOException |