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public static final class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder extends GeneratedMessageV3.Builder<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder> implements ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder Specification message containing the config for this SliceSpec.
When kind is selected as value and/or range, only a single slice
will be computed.
When all_values is present, a separate slice will be computed for
each possible label/value for the corresponding key in config.
Examples, with feature zip_code with values 12345, 23334, 88888 and
feature country with values "US", "Canada", "Mexico" in the dataset:
Example 1:
{
"zip_code": { "value": { "float_value": 12345.0 } }
}
A single slice for any data with zip_code 12345 in the dataset.
Example 2:
{
"zip_code": { "range": { "low": 12345, "high": 20000 } }
}
A single slice containing data where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this slice.
Example 3:
{
"zip_code": { "range": { "low": 10000, "high": 20000 } },
"country": { "value": { "string_value": "US" } }
}
A single slice containing data where the zip_codes between 10000 and 20000 has the country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice.
Example 4:
{ "country": {"all_values": { "value": true } } }
Three slices are computed, one for each unique country in the dataset.
Example 5:
{
"country": { "all_values": { "value": true } },
"zip_code": { "value": { "float_value": 12345.0 } }
}
Three slices are computed, one for each unique country in the dataset where the zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice, zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice, totaling 3 slices.
Protobuf type
google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.SliceConfig
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.BuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
build()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig build()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
|
buildPartial()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig buildPartial()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
|
clear()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clear()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearAllValues()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearAllValues() If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearField(Descriptors.FieldDescriptor field)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearKind()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearKind()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearRange()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearRange() A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clearValue()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearValue() A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
clone()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clone()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
getAllValues()
public BoolValue getAllValues() If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Returns | |
|---|---|
| Type | Description |
BoolValue |
The allValues. |
getAllValuesBuilder()
public BoolValue.Builder getAllValuesBuilder() If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Returns | |
|---|---|
| Type | Description |
Builder |
|
getAllValuesOrBuilder()
public BoolValueOrBuilder getAllValuesOrBuilder() If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Returns | |
|---|---|
| Type | Description |
BoolValueOrBuilder |
|
getDefaultInstanceForType()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getKindCase()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase getKindCase()| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase |
|
getRange()
public ModelEvaluationSlice.Slice.SliceSpec.Range getRange() A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Range |
The range. |
getRangeBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.Range.Builder getRangeBuilder() A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Range.Builder |
|
getRangeOrBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder getRangeOrBuilder() A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder |
|
getValue()
public ModelEvaluationSlice.Slice.SliceSpec.Value getValue() A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Value |
The value. |
getValueBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.Value.Builder getValueBuilder() A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Value.Builder |
|
getValueOrBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder getValueOrBuilder() A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder |
|
hasAllValues()
public boolean hasAllValues() If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the allValues field is set. |
hasRange()
public boolean hasRange() A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the range field is set. |
hasValue()
public boolean hasValue() A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the value field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeAllValues(BoolValue value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeAllValues(BoolValue value) If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
BoolValue |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
mergeFrom(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig other)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
mergeRange(ModelEvaluationSlice.Slice.SliceSpec.Range value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeRange(ModelEvaluationSlice.Slice.SliceSpec.Range value) A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelEvaluationSlice.Slice.SliceSpec.Range |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
mergeValue(ModelEvaluationSlice.Slice.SliceSpec.Value value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeValue(ModelEvaluationSlice.Slice.SliceSpec.Value value) A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelEvaluationSlice.Slice.SliceSpec.Value |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setAllValues(BoolValue value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setAllValues(BoolValue value) If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
BoolValue |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setAllValues(BoolValue.Builder builderForValue)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setAllValues(BoolValue.Builder builderForValue) If all_values is set to true, then all possible labels of the keyed
feature will have another slice computed.
Example: {"all_values":{"value":true}}
.google.protobuf.BoolValue all_values = 3;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
Builder |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setField(Descriptors.FieldDescriptor field, Object value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setRange(ModelEvaluationSlice.Slice.SliceSpec.Range value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setRange(ModelEvaluationSlice.Slice.SliceSpec.Range value) A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelEvaluationSlice.Slice.SliceSpec.Range |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setRange(ModelEvaluationSlice.Slice.SliceSpec.Range.Builder builderForValue)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setRange(ModelEvaluationSlice.Slice.SliceSpec.Range.Builder builderForValue) A range of values for a numerical feature.
Example: {"range":{"low":10000.0,"high":50000.0}}
will capture 12345 and 23334 in the slice.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
ModelEvaluationSlice.Slice.SliceSpec.Range.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setValue(ModelEvaluationSlice.Slice.SliceSpec.Value value)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setValue(ModelEvaluationSlice.Slice.SliceSpec.Value value) A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelEvaluationSlice.Slice.SliceSpec.Value |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|
setValue(ModelEvaluationSlice.Slice.SliceSpec.Value.Builder builderForValue)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setValue(ModelEvaluationSlice.Slice.SliceSpec.Value.Builder builderForValue) A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
ModelEvaluationSlice.Slice.SliceSpec.Value.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
|