Struct DataQualityConfig 

pub struct DataQualityConfig {
    pub enable_missing_values: bool,
    pub missing_values: MissingValueConfig,
    pub enable_format_variations: bool,
    pub format_variations: FormatVariationConfig,
    pub enable_duplicates: bool,
    pub duplicates: DuplicateConfig,
    pub enable_typos: bool,
    pub typos: TypoConfig,
    pub enable_encoding_issues: bool,
    pub encoding_issue_rate: f64,
    pub seed: u64,
    pub track_statistics: bool,
}

Configuration for the data quality injector.

Fields

enable_missing_values: bool

Enable missing value injection.

missing_values: MissingValueConfig

Missing value configuration.

enable_format_variations: bool

Enable format variations.

format_variations: FormatVariationConfig

Format variation configuration.

enable_duplicates: bool

Enable duplicates.

duplicates: DuplicateConfig

Duplicate configuration.

enable_typos: bool

Enable typos.

typos: TypoConfig

Typo configuration.

enable_encoding_issues: bool

Enable encoding issues.

encoding_issue_rate: f64

Encoding issue rate.

seed: u64

Random seed for reproducibility.

track_statistics: bool

Track detailed statistics.

Implementations

impl DataQualityConfig

pub fn minimal() -> Self

Creates a minimal configuration (low rates).

pub fn high_variation() -> Self

Creates a high-variation configuration (for stress testing).

Trait Implementations

impl Clone for DataQualityConfig

fn clone(&self) -> DataQualityConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DataQualityConfig

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

Formats the value using the given formatter.

impl Default for DataQualityConfig

fn default() -> Self

Returns the “default value” for a type.