ThresholdChecker

datasynth_eval::report

Struct ThresholdChecker 

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pub struct ThresholdChecker { /* private fields */ }
Expand description

Checker for threshold validation.

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impl ThresholdChecker

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pub fn new(thresholds: EvaluationThresholds) -> Self

Create a new checker with the specified thresholds.

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pub fn check_min( &self, name: &str, actual: f64, threshold: f64, ) -> ThresholdResult

Check a single metric against a minimum threshold.

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pub fn check_max( &self, name: &str, actual: f64, threshold: f64, ) -> ThresholdResult

Check a single metric against a maximum threshold.

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pub fn check_range( &self, name: &str, actual: f64, min: f64, max: f64, ) -> ThresholdResult

Check a metric is within a range.

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pub fn check_statistical( &self, benford_p: Option<f64>, benford_mad: Option<f64>, temporal_corr: Option<f64>, ) -> Vec<ThresholdResult>

Check all statistical thresholds.

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pub fn check_coherence( &self, balance_imbalance: Option<f64>, subledger_rate: Option<f64>, doc_chain_rate: Option<f64>, ic_match_rate: Option<f64>, ) -> Vec<ThresholdResult>

Check all coherence thresholds.

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pub fn check_quality( &self, duplicate_rate: Option<f64>, completeness: Option<f64>, format_consistency: Option<f64>, ) -> Vec<ThresholdResult>

Check all quality thresholds.

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pub fn check_ml( &self, anomaly_rate: Option<f64>, label_coverage: Option<f64>, graph_connectivity: Option<f64>, ) -> Vec<ThresholdResult>

Check all ML thresholds.

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pub fn check_all( &self, benford_p: Option<f64>, benford_mad: Option<f64>, temporal_corr: Option<f64>, balance_imbalance: Option<f64>, subledger_rate: Option<f64>, doc_chain_rate: Option<f64>, ic_match_rate: Option<f64>, duplicate_rate: Option<f64>, completeness: Option<f64>, format_consistency: Option<f64>, anomaly_rate: Option<f64>, label_coverage: Option<f64>, graph_connectivity: Option<f64>, ) -> Vec<ThresholdResult>

Get all threshold results.

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pub fn all_pass(results: &[ThresholdResult]) -> bool

Check if all results pass.

Trait Implementations§

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impl Default for ThresholdChecker

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fn default() -> Self

Returns the “default value” for a type. Read more

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