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
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors.Descriptor getDescriptor()
Methods
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig build()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig buildPartial()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clear()
Overrides
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;
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearField(Descriptors.FieldDescriptor field)
Overrides
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearKind()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
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;
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;
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder clone()
Overrides
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.
|
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;
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;
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
Overrides
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase getKindCase()
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;
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;
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;
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;
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;
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;
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.
|
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.
|
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.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
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;
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig other)
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeFrom(Message other)
| Parameter |
|---|
| Name | Description |
other | Message
|
Overrides
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;
public final ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
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;
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;
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
|
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)
Overrides
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;
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;
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Overrides
public final ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides
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;
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;
