VectorStatistics

oxirs_vec::performance_insights

Struct VectorStatistics 

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pub struct VectorStatistics {
Show 13 fields
    pub total_vectors: u64,
    pub average_dimension: u32,
    pub dimension_distribution: HashMap<u32, u64>,
    pub vector_density: f64,
    pub sparsity_ratio: f64,
    pub clustering_coefficient: f64,
    pub hubness_measure: f64,
    pub intrinsic_dimensionality: f64,
    pub noise_estimation: f64,
    pub quality_score: f64,
    pub outlier_count: u64,
    pub similarity_distribution: SimilarityDistribution,
    pub vector_type_distribution: HashMap<String, u64>,

}
Expand description

Vector dataset quality and distribution statistics

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§total_vectors: u64§average_dimension: u32§dimension_distribution: HashMap<u32, u64>§vector_density: f64§sparsity_ratio: f64§clustering_coefficient: f64§hubness_measure: f64§intrinsic_dimensionality: f64§noise_estimation: f64§quality_score: f64§outlier_count: u64§similarity_distribution: SimilarityDistribution§vector_type_distribution: HashMap<String, u64>

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impl Clone for VectorStatistics

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fn clone(&self) -> VectorStatistics

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 VectorStatistics

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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 VectorStatistics

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fn default() -> VectorStatistics

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

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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 VectorStatistics

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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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