Struct PiiDetection

#[non_exhaustive]
pub struct PiiDetection {
    pub name: String,
    pub inputs: Vec<String>,
    pub pii_type: PiiType,
    pub entity_types_to_detect: Vec<String>,
    pub output_column_name: Option<String>,
    pub sample_fraction: Option<f64>,
    pub threshold_fraction: Option<f64>,
    pub mask_value: Option<String>,
}

Specifies a transform that identifies, removes or masks PII data.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

name: String

The name of the transform node.

inputs: Vec<String>

The node ID inputs to the transform.

pii_type: PiiType

Indicates the type of PIIDetection transform.

entity_types_to_detect: Vec<String>

Indicates the types of entities the PIIDetection transform will identify as PII data.

PII type entities include: PERSON_NAME, DATE, USA_SNN, EMAIL, USA_ITIN, USA_PASSPORT_NUMBER, PHONE_NUMBER, BANK_ACCOUNT, IP_ADDRESS, MAC_ADDRESS, USA_CPT_CODE, USA_HCPCS_CODE, USA_NATIONAL_DRUG_CODE, USA_MEDICARE_BENEFICIARY_IDENTIFIER, USA_HEALTH_INSURANCE_CLAIM_NUMBER,CREDIT_CARD,USA_NATIONAL_PROVIDER_IDENTIFIER,USA_DEA_NUMBER,USA_DRIVING_LICENSE

output_column_name: Option<String>

Indicates the output column name that will contain any entity type detected in that row.

sample_fraction: Option<f64>

Indicates the fraction of the data to sample when scanning for PII entities.

threshold_fraction: Option<f64>

Indicates the fraction of the data that must be met in order for a column to be identified as PII data.

mask_value: Option<String>

Indicates the value that will replace the detected entity.

Implementations

impl PiiDetection

pub fn name(&self) -> &str

The name of the transform node.

pub fn inputs(&self) -> &[String]

The node ID inputs to the transform.

pub fn pii_type(&self) -> &PiiType

Indicates the type of PIIDetection transform.

pub fn entity_types_to_detect(&self) -> &[String]

Indicates the types of entities the PIIDetection transform will identify as PII data.

PII type entities include: PERSON_NAME, DATE, USA_SNN, EMAIL, USA_ITIN, USA_PASSPORT_NUMBER, PHONE_NUMBER, BANK_ACCOUNT, IP_ADDRESS, MAC_ADDRESS, USA_CPT_CODE, USA_HCPCS_CODE, USA_NATIONAL_DRUG_CODE, USA_MEDICARE_BENEFICIARY_IDENTIFIER, USA_HEALTH_INSURANCE_CLAIM_NUMBER,CREDIT_CARD,USA_NATIONAL_PROVIDER_IDENTIFIER,USA_DEA_NUMBER,USA_DRIVING_LICENSE

pub fn output_column_name(&self) -> Option<&str>

Indicates the output column name that will contain any entity type detected in that row.

pub fn sample_fraction(&self) -> Option<f64>

Indicates the fraction of the data to sample when scanning for PII entities.

pub fn threshold_fraction(&self) -> Option<f64>

Indicates the fraction of the data that must be met in order for a column to be identified as PII data.

pub fn mask_value(&self) -> Option<&str>

Indicates the value that will replace the detected entity.

impl PiiDetection

pub fn builder() -> PiiDetectionBuilder

Creates a new builder-style object to manufacture PiiDetection.

Trait Implementations

impl Clone for PiiDetection

fn clone(&self) -> PiiDetection

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for PiiDetection

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

Formats the value using the given formatter.

impl PartialEq for PiiDetection

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

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

const 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 StructuralPartialEq for PiiDetection