com.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition

Class AutoMlTablesInputs.Transformation.TimestampTransformation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation

All Implemented Interfaces:

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

Enclosing class:

AutoMlTablesInputs.Transformation

public static final class AutoMlTablesInputs.Transformation.TimestampTransformation
extends com.google.protobuf.GeneratedMessageV3
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.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.TimestampTransformation

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoMlTablesInputs.Transformation.TimestampTransformation.Builder Training pipeline will perform following transformation functions.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	COLUMN_NAME_FIELD_NUMBER
static int	INVALID_VALUES_ALLOWED_FIELD_NUMBER
static int	TIME_FORMAT_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
String	getColumnName() string column_name = 1;
com.google.protobuf.ByteString	getColumnNameBytes() string column_name = 1;
static AutoMlTablesInputs.Transformation.TimestampTransformation	getDefaultInstance()
AutoMlTablesInputs.Transformation.TimestampTransformation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getInvalidValuesAllowed() If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid.
com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.TimestampTransformation>	getParserForType()
int	getSerializedSize()
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.
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	newBuilder()
static AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	newBuilder(AutoMlTablesInputs.Transformation.TimestampTransformation prototype)
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	newBuilderForType()
protected AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseDelimitedFrom(InputStream input)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(byte[] data)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(ByteBuffer data)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(com.google.protobuf.ByteString data)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(com.google.protobuf.CodedInputStream input)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(InputStream input)
static AutoMlTablesInputs.Transformation.TimestampTransformation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.TimestampTransformation>	parser()
AutoMlTablesInputs.Transformation.TimestampTransformation.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

COLUMN_NAME_FIELD_NUMBER

public static final int COLUMN_NAME_FIELD_NUMBER

See Also:

Constant Field Values

TIME_FORMAT_FIELD_NUMBER

public static final int TIME_FORMAT_FIELD_NUMBER

See Also:

Constant Field Values

INVALID_VALUES_ALLOWED_FIELD_NUMBER

public static final int INVALID_VALUES_ALLOWED_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class com.google.protobuf.GeneratedMessageV3

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

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.

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.

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.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(ByteBuffer data)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(ByteBuffer data,
                                                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(com.google.protobuf.ByteString data)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(com.google.protobuf.ByteString data,
                                                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(byte[] data)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(byte[] data,
                                                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(InputStream input)
                                                                           throws IOException

Throws:

IOException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(InputStream input,
                                                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                           throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseDelimitedFrom(InputStream input)
                                                                                    throws IOException

Throws:

IOException

parseDelimitedFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseDelimitedFrom(InputStream input,
                                                                                           com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                    throws IOException

Throws:

IOException

parseFrom

public static AutoMlTablesInputs.Transformation.TimestampTransformation parseFrom(com.google.protobuf.CodedInputStream input)
                                                                           throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static AutoMlTablesInputs.Transformation.TimestampTransformation.Builder newBuilder()

newBuilder

public static AutoMlTablesInputs.Transformation.TimestampTransformation.Builder newBuilder(AutoMlTablesInputs.Transformation.TimestampTransformation prototype)

toBuilder

public AutoMlTablesInputs.Transformation.TimestampTransformation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected AutoMlTablesInputs.Transformation.TimestampTransformation.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static AutoMlTablesInputs.Transformation.TimestampTransformation getDefaultInstance()

parser

public static com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.TimestampTransformation> parser()

getParserForType

public com.google.protobuf.Parser<AutoMlTablesInputs.Transformation.TimestampTransformation> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public AutoMlTablesInputs.Transformation.TimestampTransformation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder