Enum DataQualityPreset 

pub enum DataQualityPreset {
    None,
    Minimal,
    Normal,
    High,
    Custom,
    Clean,
    Noisy,
    Legacy,
}

Preset configurations for common data quality scenarios.

Variants

None

No data quality variations (clean data)

Minimal

Minimal variations (very clean data with rare issues)

Normal

Normal variations (realistic enterprise data quality)

High

High variations (messy data for stress testing)

Custom

Custom (use individual settings)

Clean

Clean profile for ML training - minimal data quality issues Missing: 0.1%, Typos: 0.05%, Duplicates: 0%, Format: None

Noisy

Noisy profile simulating typical production data issues Missing: 5%, Typos: 2%, Duplicates: 1%, Format: Medium

Legacy

Legacy profile simulating migrated/OCR’d historical data Missing: 10%, Typos: 5%, Duplicates: 3%, Format: Heavy + OCR

Implementations

impl DataQualityPreset

pub fn missing_rate(&self) -> f64

Returns the missing value rate for this preset.

pub fn typo_rate(&self) -> f64

Returns the typo rate for this preset.

pub fn duplicate_rate(&self) -> f64

Returns the duplicate rate for this preset.

pub fn format_variations_enabled(&self) -> bool

Returns whether format variations are enabled for this preset.

pub fn ocr_errors_enabled(&self) -> bool

Returns whether OCR-style errors are enabled for this preset.

pub fn encoding_issues_enabled(&self) -> bool

Returns whether encoding issues are enabled for this preset.

pub fn encoding_issue_rate(&self) -> f64

Returns the encoding issue rate for this preset.

pub fn overrides_settings(&self) -> bool

Returns true if this preset overrides individual settings.

pub fn description(&self) -> &'static str

Returns a human-readable description of this preset.

Trait Implementations

impl Clone for DataQualityPreset

fn clone(&self) -> DataQualityPreset

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataQualityPreset

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

Formats the value using the given formatter.

impl Default for DataQualityPreset

fn default() -> DataQualityPreset

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DataQualityPreset

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for DataQualityPreset

fn eq(&self, other: &DataQualityPreset) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for DataQualityPreset

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for DataQualityPreset

impl Eq for DataQualityPreset

impl StructuralPartialEq for DataQualityPreset