pub struct PromotionPolicy {
pub required_metrics: Vec<MetricRequirement>,
pub min_test_coverage: Option<f64>,
pub required_approvals: u32,
pub auto_promote_on_pass: bool,
pub target_stage: ModelStage,
}Expand description
Promotion policy for stage transitions (Poka-yoke)
Fields§
§required_metrics: Vec<MetricRequirement>Required metrics with thresholds
min_test_coverage: Option<f64>Minimum test coverage
required_approvals: u32Required number of approvals
auto_promote_on_pass: boolAuto-promote if all requirements pass
target_stage: ModelStageTarget stage this policy applies to
Implementations§
Source§impl PromotionPolicy
impl PromotionPolicy
Sourcepub fn new(target_stage: ModelStage) -> Self
pub fn new(target_stage: ModelStage) -> Self
Create a new promotion policy for a target stage
Sourcepub fn require_metric(
self,
name: &str,
comparison: Comparison,
threshold: f64,
) -> Self
pub fn require_metric( self, name: &str, comparison: Comparison, threshold: f64, ) -> Self
Add a metric requirement
Sourcepub fn require_coverage(self, coverage: f64) -> Self
pub fn require_coverage(self, coverage: f64) -> Self
Set minimum test coverage
Sourcepub fn require_approvals(self, count: u32) -> Self
pub fn require_approvals(self, count: u32) -> Self
Set required approvals
Sourcepub fn auto_promote(self) -> Self
pub fn auto_promote(self) -> Self
Enable auto-promotion
Sourcepub fn check(&self, model: &ModelVersion, approvals: u32) -> PolicyCheckResult
pub fn check(&self, model: &ModelVersion, approvals: u32) -> PolicyCheckResult
Check if a model version meets the policy requirements
Trait Implementations§
Source§impl Clone for PromotionPolicy
impl Clone for PromotionPolicy
Source§fn clone(&self) -> PromotionPolicy
fn clone(&self) -> PromotionPolicy
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for PromotionPolicy
impl Debug for PromotionPolicy
Source§impl<'de> Deserialize<'de> for PromotionPolicy
impl<'de> Deserialize<'de> for PromotionPolicy
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for PromotionPolicy
impl RefUnwindSafe for PromotionPolicy
impl Send for PromotionPolicy
impl Sync for PromotionPolicy
impl Unpin for PromotionPolicy
impl UnsafeUnpin for PromotionPolicy
impl UnwindSafe for PromotionPolicy
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