org.apache.beam.sdk.extensions.ml

Class DLPDeidentifyText

java.lang.Object

org.apache.beam.sdk.transforms.PTransform<PCollection<KV<java.lang.String,java.lang.String>>,PCollection<KV<java.lang.String,com.google.privacy.dlp.v2.DeidentifyContentResponse>>>

org.apache.beam.sdk.extensions.ml.DLPDeidentifyText

All Implemented Interfaces:

java.io.Serializable, HasDisplayData

@Experimental
public abstract class DLPDeidentifyText
extends PTransform<PCollection<KV<java.lang.String,java.lang.String>>,PCollection<KV<java.lang.String,com.google.privacy.dlp.v2.DeidentifyContentResponse>>>

A PTransform connecting to Cloud DLP (https://cloud.google.com/dlp/docs/libraries) and deidentifying text according to provided settings. The transform supports both columnar delimited input data (eg. CSV) and unstructured input.

If the headerColumns property is set and a sideinput with table headers is added to the PTransform, delimiter also should be set, else the results will be incorrect. If headerColumns is neither set nor passed as side input, input is assumed to be unstructured.

Either deidentifyTemplateName (String) or deidentifyConfig DeidentifyConfig need to be set. inspectTemplateName and inspectConfig (InspectConfig are optional.

Batch size defines how big are batches sent to DLP at once in bytes.

The transform consumes KV of Strings (assumed to be filename as key and contents as value) and outputs KV of String (eg. filename) and DeidentifyContentResponse, which will contain Table of results for the user to consume.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DLPDeidentifyText.Builder

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.Integer	DLP_PAYLOAD_LIMIT_BYTES

Fields inherited from class org.apache.beam.sdk.transforms.PTransform

name, resourceHints

Constructor Summary

Constructors

Constructor and Description
DLPDeidentifyText()

Method Summary

Modifier and Type	Method and Description
PCollection<KV<java.lang.String,com.google.privacy.dlp.v2.DeidentifyContentResponse>>	expand(PCollection<KV<java.lang.String,java.lang.String>> input) The transform converts the contents of input PCollection into Table.Rows and then calls Cloud DLP service to perform the deidentification according to provided settings.
abstract java.lang.Integer	getBatchSizeBytes()
abstract @Nullable java.lang.String	getColumnDelimiter()
abstract @Nullable com.google.privacy.dlp.v2.DeidentifyConfig	getDeidentifyConfig()
abstract @Nullable java.lang.String	getDeidentifyTemplateName()
abstract @Nullable PCollectionView<java.util.List<java.lang.String>>	getHeaderColumns()
abstract @Nullable com.google.privacy.dlp.v2.InspectConfig	getInspectConfig()
abstract @Nullable java.lang.String	getInspectTemplateName()
abstract java.lang.String	getProjectId()
static DLPDeidentifyText.Builder	newBuilder()

Methods inherited from class org.apache.beam.sdk.transforms.PTransform

compose, compose, getAdditionalInputs, getDefaultOutputCoder, getDefaultOutputCoder, getDefaultOutputCoder, getKindString, getName, getResourceHints, populateDisplayData, setResourceHints, toString, validate, validate

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

DLP_PAYLOAD_LIMIT_BYTES

public static final java.lang.Integer DLP_PAYLOAD_LIMIT_BYTES

Constructor Detail

DLPDeidentifyText

public DLPDeidentifyText()

Method Detail

getInspectTemplateName

public abstract @Nullable java.lang.String getInspectTemplateName()

Returns:

Template name for data inspection.

getDeidentifyTemplateName

public abstract @Nullable java.lang.String getDeidentifyTemplateName()

Returns:

Template name for data deidentification.

getInspectConfig

public abstract @Nullable com.google.privacy.dlp.v2.InspectConfig getInspectConfig()

Returns:

Configuration object for data inspection. If present, supersedes the template settings.

getDeidentifyConfig

public abstract @Nullable com.google.privacy.dlp.v2.DeidentifyConfig getDeidentifyConfig()

Returns:

Configuration object for deidentification. If present, supersedes the template.

getHeaderColumns

public abstract @Nullable PCollectionView<java.util.List<java.lang.String>> getHeaderColumns()

Returns:

List of column names if the input KV value is a delimited row.

getColumnDelimiter

public abstract @Nullable java.lang.String getColumnDelimiter()

Returns:

Delimiter to be used when splitting values from input strings into columns.

getBatchSizeBytes

public abstract java.lang.Integer getBatchSizeBytes()

Returns:

Size of input elements batch to be sent to Cloud DLP service in one request.

getProjectId

public abstract java.lang.String getProjectId()

Returns:

ID of Google Cloud project to be used when deidentifying data.

newBuilder

public static DLPDeidentifyText.Builder newBuilder()

expand

public PCollection<KV<java.lang.String,com.google.privacy.dlp.v2.DeidentifyContentResponse>> expand(PCollection<KV<java.lang.String,java.lang.String>> input)

The transform converts the contents of input PCollection into Table.Rows and then calls Cloud DLP service to perform the deidentification according to provided settings.

Specified by:

expand in class PTransform<PCollection<KV<java.lang.String,java.lang.String>>,PCollection<KV<java.lang.String,com.google.privacy.dlp.v2.DeidentifyContentResponse>>>

Parameters:

input - input PCollection

Returns:

PCollection after transformations