Struct DataQualitySchemaConfig 

pub struct DataQualitySchemaConfig {
    pub enabled: bool,
    pub preset: DataQualityPreset,
    pub missing_values: MissingValuesSchemaConfig,
    pub typos: TypoSchemaConfig,
    pub format_variations: FormatVariationSchemaConfig,
    pub duplicates: DuplicateSchemaConfig,
    pub encoding_issues: EncodingIssueSchemaConfig,
    pub generate_labels: bool,
    pub sink_profiles: SinkQualityProfiles,
}

Data quality variation settings for realistic flakiness injection.

Fields

enabled: bool

Enable data quality variations

preset: DataQualityPreset

Preset to use (overrides individual settings if set)

missing_values: MissingValuesSchemaConfig

Missing value injection settings

typos: TypoSchemaConfig

Typo injection settings

format_variations: FormatVariationSchemaConfig

Format variation settings

duplicates: DuplicateSchemaConfig

Duplicate injection settings

encoding_issues: EncodingIssueSchemaConfig

Encoding issue settings

generate_labels: bool

Generate quality issue labels for ML training

sink_profiles: SinkQualityProfiles

Per-sink quality profiles (different settings for CSV vs JSON etc.)

Implementations

impl DataQualitySchemaConfig

pub fn with_preset(preset: DataQualityPreset) -> Self

Creates a config for a specific preset profile.

pub fn apply_preset(&mut self)

Applies the preset settings to the individual configuration fields. Call this after deserializing if preset is not Custom or None.

pub fn effective_missing_rate(&self) -> f64

Returns the effective missing value rate (considering preset).

pub fn effective_typo_rate(&self) -> f64

Returns the effective typo rate (considering preset).

pub fn effective_duplicate_rate(&self) -> f64

Returns the effective duplicate rate (considering preset).

pub fn clean() -> Self

Creates a clean profile config.

pub fn noisy() -> Self

Creates a noisy profile config.

pub fn legacy() -> Self

Creates a legacy profile config.

Trait Implementations

impl Clone for DataQualitySchemaConfig

fn clone(&self) -> DataQualitySchemaConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DataQualitySchemaConfig

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

Formats the value using the given formatter.

impl Default for DataQualitySchemaConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DataQualitySchemaConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DataQualitySchemaConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.