MLApiPatterns

sklears_utils::api_integration

Struct MLApiPatterns

pub struct MLApiPatterns;

Expand description

Common ML API patterns

Implementations§

impl MLApiPatterns

pub fn prediction_request<T: Serialize>( service: &ApiService, endpoint: &str, features: &T, ) -> Result<RequestBuilder, ApiError>

Create a prediction request pattern

pub fn batch_prediction_request<T: Serialize>( service: &ApiService, endpoint: &str, batch_features: &[T], ) -> Result<RequestBuilder, ApiError>

Create a batch prediction request pattern

pub fn training_request<T: Serialize>( service: &ApiService, endpoint: &str, training_data: &T, model_config: &HashMap<String, Value>, ) -> Result<RequestBuilder, ApiError>

Create a model training request pattern

pub fn model_status_request( service: &ApiService, model_id: &str, ) -> RequestBuilder

Create a model status check pattern

pub fn health_check_request(service: &ApiService) -> RequestBuilder

Create a health check pattern

Auto Trait Implementations§

impl Freeze for MLApiPatterns

impl RefUnwindSafe for MLApiPatterns

impl Send for MLApiPatterns

impl Sync for MLApiPatterns

impl Unpin for MLApiPatterns

impl UnwindSafe for MLApiPatterns

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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where F: FnOnce(&Self) -> bool,

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