Struct PiiDetectionBuilder

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#[non_exhaustive]
pub struct PiiDetectionBuilder { /* private fields */ }

Expand description

A builder for PiiDetection.

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impl PiiDetectionBuilder

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pub fn name(self, input: impl Into<String>) -> Self

The name of the transform node.

This field is required.

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pub fn set_name(self, input: Option<String>) -> Self

The name of the transform node.

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pub fn get_name(&self) -> &Option<String>

The name of the transform node.

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pub fn inputs(self, input: impl Into<String>) -> Self

Appends an item to inputs.

To override the contents of this collection use set_inputs.

The node ID inputs to the transform.

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pub fn set_inputs(self, input: Option<Vec<String>>) -> Self

The node ID inputs to the transform.

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pub fn get_inputs(&self) -> &Option<Vec<String>>

The node ID inputs to the transform.

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pub fn pii_type(self, input: PiiType) -> Self

Indicates the type of PIIDetection transform.

This field is required.

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pub fn set_pii_type(self, input: Option<PiiType>) -> Self

Indicates the type of PIIDetection transform.

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pub fn get_pii_type(&self) -> &Option<PiiType>

Indicates the type of PIIDetection transform.

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pub fn entity_types_to_detect(self, input: impl Into<String>) -> Self

Appends an item to entity_types_to_detect.

To override the contents of this collection use set_entity_types_to_detect.

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

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pub fn set_entity_types_to_detect(self, input: Option<Vec<String>>) -> Self

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

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pub fn get_entity_types_to_detect(&self) -> &Option<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

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pub fn output_column_name(self, input: impl Into<String>) -> Self

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

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pub fn set_output_column_name(self, input: Option<String>) -> Self

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

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pub fn get_output_column_name(&self) -> &Option<String>

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

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pub fn sample_fraction(self, input: f64) -> Self

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

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pub fn set_sample_fraction(self, input: Option<f64>) -> Self

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

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

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

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pub fn threshold_fraction(self, input: f64) -> Self

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

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pub fn set_threshold_fraction(self, input: Option<f64>) -> Self

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

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pub fn get_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.

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pub fn mask_value(self, input: impl Into<String>) -> Self

Indicates the value that will replace the detected entity.

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pub fn set_mask_value(self, input: Option<String>) -> Self

Indicates the value that will replace the detected entity.

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pub fn get_mask_value(&self) -> &Option<String>

Indicates the value that will replace the detected entity.

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pub fn build(self) -> Result<PiiDetection, BuildError>

Consumes the builder and constructs a PiiDetection. This method will fail if any of the following fields are not set:

Trait Implementations§

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impl Clone for PiiDetectionBuilder

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fn clone(&self) -> PiiDetectionBuilder

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for PiiDetectionBuilder

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

Formats the value using the given formatter. Read more

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impl Default for PiiDetectionBuilder

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fn default() -> PiiDetectionBuilder

Returns the “default value” for a type. Read more

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impl PartialEq for PiiDetectionBuilder

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

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

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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.

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impl StructuralPartialEq for PiiDetectionBuilder

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impl UnwindSafe for PiiDetectionBuilder

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Struct PiiDetectionBuilderCopy item path

Implementations§

impl PiiDetectionBuilder

pub fn name(self, input: impl Into<String>) -> Self

pub fn set_name(self, input: Option<String>) -> Self

pub fn get_name(&self) -> &Option<String>

pub fn inputs(self, input: impl Into<String>) -> Self

pub fn set_inputs(self, input: Option<Vec<String>>) -> Self

pub fn get_inputs(&self) -> &Option<Vec<String>>

pub fn pii_type(self, input: PiiType) -> Self

pub fn set_pii_type(self, input: Option<PiiType>) -> Self

pub fn get_pii_type(&self) -> &Option<PiiType>

pub fn entity_types_to_detect(self, input: impl Into<String>) -> Self

pub fn set_entity_types_to_detect(self, input: Option<Vec<String>>) -> Self

pub fn get_entity_types_to_detect(&self) -> &Option<Vec<String>>

pub fn output_column_name(self, input: impl Into<String>) -> Self

pub fn set_output_column_name(self, input: Option<String>) -> Self

pub fn get_output_column_name(&self) -> &Option<String>

pub fn sample_fraction(self, input: f64) -> Self

pub fn set_sample_fraction(self, input: Option<f64>) -> Self

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

pub fn threshold_fraction(self, input: f64) -> Self

pub fn set_threshold_fraction(self, input: Option<f64>) -> Self

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

pub fn mask_value(self, input: impl Into<String>) -> Self

pub fn set_mask_value(self, input: Option<String>) -> Self

pub fn get_mask_value(&self) -> &Option<String>

pub fn build(self) -> Result<PiiDetection, BuildError>

Trait Implementations§

impl Clone for PiiDetectionBuilder

fn clone(&self) -> PiiDetectionBuilder

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

impl Debug for PiiDetectionBuilder

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

impl Default for PiiDetectionBuilder

fn default() -> PiiDetectionBuilder

impl PartialEq for PiiDetectionBuilder

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

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

impl StructuralPartialEq for PiiDetectionBuilder

Auto Trait Implementations§

impl Freeze for PiiDetectionBuilder

impl RefUnwindSafe for PiiDetectionBuilder

impl Send for PiiDetectionBuilder

impl Sync for PiiDetectionBuilder

impl Unpin for PiiDetectionBuilder

impl UnwindSafe for PiiDetectionBuilder

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Struct PiiDetectionBuilder

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