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public static final class AutoMlTablesInputs.Transformation.TimestampTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder> implements AutoMlTablesInputs.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.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoMlTablesInputs.Transformation.TimestampTransformation.BuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
value | Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
build()
public AutoMlTablesInputs.Transformation.TimestampTransformation build()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation |
buildPartial()
public AutoMlTablesInputs.Transformation.TimestampTransformation buildPartial()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation |
clear()
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clear()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
clearColumnName()
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearColumnName()
string column_name = 1;
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter | |
---|---|
Name | Description |
field | FieldDescriptor |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
clearInvalidValuesAllowed()
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearInvalidValuesAllowed()
If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.
bool invalid_values_allowed = 3;
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter | |
---|---|
Name | Description |
oneof | OneofDescriptor |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
clearTimeFormat()
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearTimeFormat()
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;
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
clone()
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clone()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.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.TimestampTransformation getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Returns | |
---|---|
Type | Description |
Descriptor |
getInvalidValuesAllowed()
public boolean getInvalidValuesAllowed()
If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.
bool invalid_values_allowed = 3;
Returns | |
---|---|
Type | Description |
boolean | The invalidValuesAllowed. |
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;
Returns | |
---|---|
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;
Returns | |
---|---|
Type | Description |
ByteString | The bytes for timeFormat. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)
Parameter | |
---|---|
Name | Description |
other | AutoMlTablesInputs.Transformation.TimestampTransformation |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
Exceptions | |
---|---|
Type | Description |
IOException |
mergeFrom(Message other)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(Message other)
Parameter | |
---|---|
Name | Description |
other | Message |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields | UnknownFieldSet |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
setColumnName(String value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setColumnName(String value)
string column_name = 1;
Parameter | |
---|---|
Name | Description |
value | String The columnName to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
setColumnNameBytes(ByteString value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setColumnNameBytes(ByteString value)
string column_name = 1;
Parameter | |
---|---|
Name | Description |
value | ByteString The bytes for columnName to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
value | Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
setInvalidValuesAllowed(boolean value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setInvalidValuesAllowed(boolean value)
If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.
bool invalid_values_allowed = 3;
Parameter | |
---|---|
Name | Description |
value | boolean The invalidValuesAllowed to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |
setTimeFormat(String value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setTimeFormat(String value)
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;
Parameter | |
---|---|
Name | Description |
value | String The timeFormat to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
setTimeFormatBytes(ByteString value)
public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setTimeFormatBytes(ByteString value)
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;
Parameter | |
---|---|
Name | Description |
value | ByteString The bytes for timeFormat to set. |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder | This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields | UnknownFieldSet |
Returns | |
---|---|
Type | Description |
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder |