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public static final class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig extends GeneratedMessageV3 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.v1beta1.ModelEvaluationSlice.Slice.SliceSpec.SliceConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelEvaluationSlice.Slice.SliceSpec.SliceConfigStatic Fields
ALL_VALUES_FIELD_NUMBER
public static final int ALL_VALUES_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
RANGE_FIELD_NUMBER
public static final int RANGE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
VALUE_FIELD_NUMBER
public static final int VALUE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
newBuilder(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig prototype)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilder(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig prototype)
Parameter | |
---|---|
Name | Description |
prototype | ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
parseDelimitedFrom(InputStream input)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig> parser()
Returns | |
---|---|
Type | Description |
Parser<SliceConfig> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
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. |
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 |
getKindCase()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase getKindCase()
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase |
getParserForType()
public Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<SliceConfig> |
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.v1beta1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Range | The range. |
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.v1beta1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getValue()
public ModelEvaluationSlice.Slice.SliceSpec.Value getValue()
A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.Value | The value. |
getValueOrBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder getValueOrBuilder()
A unique specific value for a given feature.
Example: { "value": { "string_value": "12345" } }
.google.cloud.aiplatform.v1beta1.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.v1beta1.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.v1beta1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;
Returns | |
---|---|
Type | Description |
boolean | Whether the value field is set. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |