com.google.cloud.aiplatform.v1.schema.trainingjob.definition

Class AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

com.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation.Builder

All Implemented Interfaces:

AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

AutoMlTablesInputs.Transformation.TimestampTransformation

public static final class AutoMlTablesInputs.Transformation.TimestampTransformation.Builder
extends com.google.protobuf.GeneratedMessage.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

Method Summary

Modifier and Type	Method and Description
AutoMlTablesInputs.Transformation.TimestampTransformation	build()
AutoMlTablesInputs.Transformation.TimestampTransformation	buildPartial()
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	clear()
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	clearColumnName() string column_name = 1;
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.
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	clearTimeFormat() The format in which that time field is expressed.
String	getColumnName() string column_name = 1;
com.google.protobuf.ByteString	getColumnNameBytes() string column_name = 1;
AutoMlTablesInputs.Transformation.TimestampTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
boolean	getInvalidValuesAllowed() If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
String	getTimeFormat() The format in which that time field is expressed.
com.google.protobuf.ByteString	getTimeFormatBytes() The format in which that time field is expressed.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	mergeFrom(com.google.protobuf.Message other)
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	setColumnName(String value) string column_name = 1;
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	setColumnNameBytes(com.google.protobuf.ByteString value) string column_name = 1;
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.
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	setTimeFormat(String value) The format in which that time field is expressed.
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	setTimeFormatBytes(com.google.protobuf.ByteString value) The format in which that time field is expressed.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

clear

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

getDefaultInstanceForType

public AutoMlTablesInputs.Transformation.TimestampTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public AutoMlTablesInputs.Transformation.TimestampTransformation build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public AutoMlTablesInputs.Transformation.TimestampTransformation buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.TimestampTransformation other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

mergeFrom

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                            throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlTablesInputs.Transformation.TimestampTransformation.Builder>

Throws:

IOException

getColumnName

public String getColumnName()

string column_name = 1;

Specified by:

getColumnName in interface AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder

Returns:

The columnName.

getColumnNameBytes

public com.google.protobuf.ByteString getColumnNameBytes()

string column_name = 1;

Specified by:

getColumnNameBytes in interface AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder

Returns:

The bytes for columnName.

setColumnName

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setColumnName(String value)

string column_name = 1;

Parameters:

value - The columnName to set.

Returns:

This builder for chaining.

clearColumnName

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder clearColumnName()

string column_name = 1;

Returns:

This builder for chaining.

setColumnNameBytes

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setColumnNameBytes(com.google.protobuf.ByteString value)

string column_name = 1;

Parameters:

value - The bytes for columnName to set.

Returns:

This builder for chaining.

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 in `strftime` syntax. If time_format is not set, then the
 default format is RFC 3339 `date-time` format, where
 `time-offset` = `"Z"` (e.g. 1985-04-12T23:20:50.52Z)
 

string time_format = 2;

Specified by:

getTimeFormat in interface AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder

Returns:

The timeFormat.

getTimeFormatBytes

public com.google.protobuf.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 in `strftime` syntax. If time_format is not set, then the
 default format is RFC 3339 `date-time` format, where
 `time-offset` = `"Z"` (e.g. 1985-04-12T23:20:50.52Z)
 

string time_format = 2;

Specified by:

getTimeFormatBytes in interface AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder

Returns:

The bytes for timeFormat.

setTimeFormat

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 in `strftime` syntax. If time_format is not set, then the
 default format is RFC 3339 `date-time` format, where
 `time-offset` = `"Z"` (e.g. 1985-04-12T23:20:50.52Z)
 

string time_format = 2;

Parameters:

value - The timeFormat to set.

Returns:

This builder for chaining.

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 in `strftime` syntax. If time_format is not set, then the
 default format is RFC 3339 `date-time` format, where
 `time-offset` = `"Z"` (e.g. 1985-04-12T23:20:50.52Z)
 

string time_format = 2;

Returns:

This builder for chaining.

setTimeFormatBytes

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder setTimeFormatBytes(com.google.protobuf.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 in `strftime` syntax. If time_format is not set, then the
 default format is RFC 3339 `date-time` format, where
 `time-offset` = `"Z"` (e.g. 1985-04-12T23:20:50.52Z)
 

string time_format = 2;

Parameters:

value - The bytes for timeFormat to set.

Returns:

This builder for chaining.

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;

Specified by:

getInvalidValuesAllowed in interface AutoMlTablesInputs.Transformation.TimestampTransformationOrBuilder

Returns:

The invalidValuesAllowed.

setInvalidValuesAllowed

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;

Parameters:

value - The invalidValuesAllowed to set.

Returns:

This builder for chaining.

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:

This builder for chaining.