Struct GoogleCloudAiplatformV1ExplainRequest

pub struct GoogleCloudAiplatformV1ExplainRequest {
    pub parameters: Option<Value>,
    pub deployed_model_id: Option<String>,
    pub instances: Option<Vec<Value>>,
    pub explanation_spec_override: Option<GoogleCloudAiplatformV1ExplanationSpecOverride>,
}

Request message for PredictionService.Explain.

Activities

This type is used in activities, which are methods you may call on this type or where this type is involved in. The list links the activity name, along with information about where it is used (one of request and response).

• locations endpoints explain projects (request)

Fields

parameters: Option<Value>

The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint’s DeployedModels’ Model’s PredictSchemata’s parameters_schema_uri.

deployed_model_id: Option<String>

If specified, this ExplainRequest will be served by the chosen DeployedModel, overriding Endpoint.traffic_split.

instances: Option<Vec<Value>>

Required. The instances that are the input to the explanation call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the explanation call errors in case of AutoML Models, or, in case of customer created Models, the behaviour is as documented by that Model. The schema of any single instance may be specified via Endpoint’s DeployedModels’ Model’s PredictSchemata’s instance_schema_uri.

explanation_spec_override: Option<GoogleCloudAiplatformV1ExplanationSpecOverride>

If specified, overrides the explanation_spec of the DeployedModel. Can be used for explaining prediction results with different configurations, such as: - Explaining top-5 predictions results as opposed to top-1; - Increasing path count or step count of the attribution methods to reduce approximate errors; - Using different baselines for explaining the prediction results.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ExplainRequest

fn clone(&self) -> GoogleCloudAiplatformV1ExplainRequest

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ExplainRequest

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ExplainRequest

fn default() -> GoogleCloudAiplatformV1ExplainRequest

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ExplainRequest

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ExplainRequest

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl RequestValue for GoogleCloudAiplatformV1ExplainRequest