Struct gapi_grpc::google::cloud::aiplatform::v1beta1::ExplanationMetadata

pub struct ExplanationMetadata {
    pub inputs: HashMap<String, InputMetadata>,
    pub outputs: HashMap<String, OutputMetadata>,
    pub feature_attributions_schema_uri: String,
}

Metadata describing the Model’s input and output for explanation.

Fields

inputs: HashMap<String, InputMetadata>

Required. Map from feature names to feature input metadata. Keys are the name of the features. Values are the specification of the feature.

An empty InputMetadata is valid. It describes a text feature which has the name specified as the key in [ExplanationMetadata.inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs]. The baseline of the empty feature is chosen by Vertex AI.

For Vertex AI-provided Tensorflow images, the key can be any friendly name of the feature. Once specified, [featureAttributions][google.cloud.aiplatform.v1beta1.Attribution.feature_attributions] are keyed by this key (if not grouped with another feature).

For custom images, the key must match with the key in [instance][google.cloud.aiplatform.v1beta1.ExplainRequest.instances].

outputs: HashMap<String, OutputMetadata>

Required. Map from output names to output metadata.

For Vertex AI-provided Tensorflow images, keys can be any user defined string that consists of any UTF-8 characters.

For custom images, keys are the name of the output field in the prediction to be explained.

Currently only one key is allowed.

feature_attributions_schema_uri: String

Points to a YAML file stored on Google Cloud Storage describing the format of the [feature attributions][google.cloud.aiplatform.v1beta1.Attribution.feature_attributions]. The schema is defined as an OpenAPI 3.0.2 Schema Object. AutoML tabular Models always have this field populated by Vertex AI. Note: The URI given on output may be different, including the URI scheme, than the one given on input. The output URI will point to a location where the user only has a read access.

Trait Implementations

impl Clone for ExplanationMetadata

fn clone(&self) -> ExplanationMetadata

Returns a copy of the value.

pub fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for ExplanationMetadata

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for ExplanationMetadata

fn default() -> ExplanationMetadata

Returns the “default value” for a type.

impl Message for ExplanationMetadata

fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message to a buffer.

pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
    B: BufMut, 

Encodes the message with a length-delimiter to a buffer.

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes a length-delimited instance of the message from the buffer.

pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes an instance of the message from a buffer, and merges it into self.

pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
    B: Buf, 

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq<ExplanationMetadata> for ExplanationMetadata

fn eq(&self, other: &ExplanationMetadata) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &ExplanationMetadata) -> bool

This method tests for !=.

impl StructuralPartialEq for ExplanationMetadata