DriftMetrics

oxirs_embed::monitoring

Struct DriftMetrics 

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pub struct DriftMetrics {
    pub quality_drift_score: f64,
    pub performance_drift_score: f64,
    pub distribution_shift: bool,
    pub concept_drift_score: f64,
    pub data_quality_issues: u32,
    pub drift_alerts: u32,
    pub last_drift_check: DateTime<Utc>,
}
Expand description

Model drift detection metrics

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§quality_drift_score: f64

Embedding quality drift

§performance_drift_score: f64

Performance degradation score

§distribution_shift: bool

Distribution shift detected

§concept_drift_score: f64

Concept drift score

§data_quality_issues: u32

Data quality issues

§drift_alerts: u32

Drift detection alerts

§last_drift_check: DateTime<Utc>

Last drift assessment

Trait Implementations§

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impl Clone for DriftMetrics

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fn clone(&self) -> DriftMetrics

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DriftMetrics

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

Formats the value using the given formatter. Read more
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impl Default for DriftMetrics

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for DriftMetrics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for DriftMetrics

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

Serialize this value into the given Serde serializer. Read more

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