Struct ProviderBandit 

pub struct ProviderBandit {
    pub arms: HashMap<String, ProviderArm>,
}

Per-provider arms, keyed by task type (e.g., “bugfix”, “feature”, “refactor”).

Fields

arms: HashMap<String, ProviderArm>

Implementations

impl ProviderBandit

pub fn new() -> Self

pub fn select_provider( &mut self, task_type: &str, available_providers: &[String], ) -> Option<String>

Select the best provider for a given task type using Thompson Sampling. Returns the provider_id with the highest sampled value.

pub fn update(&mut self, task_type: &str, provider_id: &str, was_useful: bool)

Update the bandit after observing the outcome of a provider query.

pub fn estimated_probability(&self, task_type: &str, provider_id: &str) -> f64

Get the estimated success probability for a provider on a task type.

pub fn format_report(&self) -> String

Format a summary of all arms for debugging/logging.

Trait Implementations

impl Clone for ProviderBandit

fn clone(&self) -> ProviderBandit

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ProviderBandit

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

Formats the value using the given formatter.

impl Default for ProviderBandit

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ProviderBandit

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ProviderBandit

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

where __S: Serializer,

Serialize this value into the given Serde serializer.