com.google.cloud.aiplatform.v1

Class FilterSplit

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.FilterSplit

All Implemented Interfaces:

FilterSplitOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class FilterSplit
extends com.google.protobuf.GeneratedMessageV3
implements FilterSplitOrBuilder

 Assigns input data to training, validation, and test sets based on the given
 filters, data pieces not matched by any filter are ignored. Currently only
 supported for Datasets containing DataItems.
 If any of the filters in this message are to match nothing, then they can be
 set as '-' (the minus sign).

 Supported only for unstructured Datasets.
 

Protobuf type google.cloud.aiplatform.v1.FilterSplit

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	FilterSplit.Builder Assigns input data to training, validation, and test sets based on the given filters, data pieces not matched by any filter are ignored.

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

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, 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	TEST_FILTER_FIELD_NUMBER
static int	TRAINING_FILTER_FIELD_NUMBER
static int	VALIDATION_FILTER_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)
static FilterSplit	getDefaultInstance()
FilterSplit	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<FilterSplit>	getParserForType()
int	getSerializedSize()
String	getTestFilter() Required.
com.google.protobuf.ByteString	getTestFilterBytes() Required.
String	getTrainingFilter() Required.
com.google.protobuf.ByteString	getTrainingFilterBytes() Required.
String	getValidationFilter() Required.
com.google.protobuf.ByteString	getValidationFilterBytes() Required.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static FilterSplit.Builder	newBuilder()
static FilterSplit.Builder	newBuilder(FilterSplit prototype)
FilterSplit.Builder	newBuilderForType()
protected FilterSplit.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static FilterSplit	parseDelimitedFrom(InputStream input)
static FilterSplit	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FilterSplit	parseFrom(byte[] data)
static FilterSplit	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FilterSplit	parseFrom(ByteBuffer data)
static FilterSplit	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FilterSplit	parseFrom(com.google.protobuf.ByteString data)
static FilterSplit	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FilterSplit	parseFrom(com.google.protobuf.CodedInputStream input)
static FilterSplit	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FilterSplit	parseFrom(InputStream input)
static FilterSplit	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<FilterSplit>	parser()
FilterSplit.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, 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, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

TRAINING_FILTER_FIELD_NUMBER

public static final int TRAINING_FILTER_FIELD_NUMBER

See Also:

Constant Field Values

VALIDATION_FILTER_FIELD_NUMBER

public static final int VALIDATION_FILTER_FIELD_NUMBER

See Also:

Constant Field Values

TEST_FILTER_FIELD_NUMBER

public static final int TEST_FILTER_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

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

getTrainingFilter

public String getTrainingFilter()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to train the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string training_filter = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTrainingFilter in interface FilterSplitOrBuilder

Returns:

The trainingFilter.

getTrainingFilterBytes

public com.google.protobuf.ByteString getTrainingFilterBytes()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to train the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string training_filter = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTrainingFilterBytes in interface FilterSplitOrBuilder

Returns:

The bytes for trainingFilter.

getValidationFilter

public String getValidationFilter()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to validate the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string validation_filter = 2 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getValidationFilter in interface FilterSplitOrBuilder

Returns:

The validationFilter.

getValidationFilterBytes

public com.google.protobuf.ByteString getValidationFilterBytes()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to validate the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string validation_filter = 2 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getValidationFilterBytes in interface FilterSplitOrBuilder

Returns:

The bytes for validationFilter.

getTestFilter

public String getTestFilter()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to test the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string test_filter = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTestFilter in interface FilterSplitOrBuilder

Returns:

The testFilter.

getTestFilterBytes

public com.google.protobuf.ByteString getTestFilterBytes()

 Required. A filter on DataItems of the Dataset. DataItems that match
 this filter are used to test the Model. A filter with same syntax
 as the one used in
 [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems]
 may be used. If a single DataItem is matched by more than one of the
 FilterSplit filters, then it is assigned to the first set that applies to
 it in the training, validation, test order.
 

string test_filter = 3 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getTestFilterBytes in interface FilterSplitOrBuilder

Returns:

The bytes for testFilter.

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 FilterSplit parseFrom(ByteBuffer data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FilterSplit parseFrom(com.google.protobuf.ByteString data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FilterSplit parseFrom(byte[] data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FilterSplit parseFrom(InputStream input)
                             throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static FilterSplit parseDelimitedFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static FilterSplit parseFrom(com.google.protobuf.CodedInputStream input)
                             throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public FilterSplit.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static FilterSplit.Builder newBuilder()

newBuilder

public static FilterSplit.Builder newBuilder(FilterSplit prototype)

toBuilder

public FilterSplit.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected FilterSplit.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static FilterSplit getDefaultInstance()

parser

public static com.google.protobuf.Parser<FilterSplit> parser()

getParserForType

public com.google.protobuf.Parser<FilterSplit> 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 FilterSplit getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder