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public static final class FilterSplit.Builder extends GeneratedMessageV3.Builder<FilterSplit.Builder> implements FilterSplitOrBuilderAssigns 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.v1beta1.FilterSplit
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FilterSplit.BuilderImplements
FilterSplitOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor | |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public FilterSplit.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field | FieldDescriptor |
value | Object |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
build()
public FilterSplit build()| Returns | |
|---|---|
| Type | Description |
FilterSplit | |
buildPartial()
public FilterSplit buildPartial()| Returns | |
|---|---|
| Type | Description |
FilterSplit | |
clear()
public FilterSplit.Builder clear()| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
clearField(Descriptors.FieldDescriptor field)
public FilterSplit.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field | FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
clearOneof(Descriptors.OneofDescriptor oneof)
public FilterSplit.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof | OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
clearTestFilter()
public FilterSplit.Builder clearTestFilter()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 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];
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
clearTrainingFilter()
public FilterSplit.Builder clearTrainingFilter()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 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];
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
clearValidationFilter()
public FilterSplit.Builder clearValidationFilter()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 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];
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
clone()
public FilterSplit.Builder clone()| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
getDefaultInstanceForType()
public FilterSplit getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
FilterSplit | |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor | |
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 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];
| Returns | |
|---|---|
| Type | Description |
String | The testFilter. |
getTestFilterBytes()
public 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 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];
| Returns | |
|---|---|
| Type | Description |
ByteString | The bytes for testFilter. |
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 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];
| Returns | |
|---|---|
| Type | Description |
String | The trainingFilter. |
getTrainingFilterBytes()
public 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 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];
| Returns | |
|---|---|
| Type | Description |
ByteString | 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 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];
| Returns | |
|---|---|
| Type | Description |
String | The validationFilter. |
getValidationFilterBytes()
public 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 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];
| Returns | |
|---|---|
| Type | Description |
ByteString | The bytes for validationFilter. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable | |
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean | |
mergeFrom(FilterSplit other)
public FilterSplit.Builder mergeFrom(FilterSplit other)| Parameter | |
|---|---|
| Name | Description |
other | FilterSplit |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public FilterSplit.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |
mergeFrom(Message other)
public FilterSplit.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other | Message |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final FilterSplit.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields | UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
setField(Descriptors.FieldDescriptor field, Object value)
public FilterSplit.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field | FieldDescriptor |
value | Object |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public FilterSplit.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
setTestFilter(String value)
public FilterSplit.Builder setTestFilter(String value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | StringThe testFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
setTestFilterBytes(ByteString value)
public FilterSplit.Builder setTestFilterBytes(ByteString value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | ByteStringThe bytes for testFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
setTrainingFilter(String value)
public FilterSplit.Builder setTrainingFilter(String value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | StringThe trainingFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
setTrainingFilterBytes(ByteString value)
public FilterSplit.Builder setTrainingFilterBytes(ByteString value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | ByteStringThe bytes for trainingFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final FilterSplit.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields | UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | |
setValidationFilter(String value)
public FilterSplit.Builder setValidationFilter(String value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | StringThe validationFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |
setValidationFilterBytes(ByteString value)
public FilterSplit.Builder setValidationFilterBytes(ByteString value)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 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];
| Parameter | |
|---|---|
| Name | Description |
value | ByteStringThe bytes for validationFilter to set. |
| Returns | |
|---|---|
| Type | Description |
FilterSplit.Builder | This builder for chaining. |