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DriftDetector

alimentar::drift

Struct DriftDetector 

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

Statistical drift detector

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impl DriftDetector

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pub fn new(reference: ArrowDataset) -> Self

Create a new drift detector with a reference dataset

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pub fn with_test(self, test: DriftTest) -> Self

Add a statistical test

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pub fn with_alpha(self, alpha: f64) -> Self

Set significance threshold

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pub fn with_tests(self, tests: Vec<DriftTest>) -> Self

Set all tests at once

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pub fn reference(&self) -> &ArrowDataset

Get the reference dataset

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pub fn tests(&self) -> &[DriftTest]

Get configured tests

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pub fn alpha(&self) -> f64

Get significance threshold

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pub fn detect(&self, current: &ArrowDataset) -> Result<DriftReport>

Compare current dataset against reference

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