function deidentify_table_condition_masking()

in dlp/src/deidentify_table_condition_masking.php [55:150]

• 68 lines of code
• 2 McCabe index (conditional complexity)

function deidentify_table_condition_masking(
    // TODO(developer): Replace sample parameters before running the code.
    string $callingProjectId,
    string $inputCsvFile = './test/data/table2.csv',
    string $outputCsvFile = './test/data/deidentify_table_condition_masking_output.csv'
): void {
    // Instantiate a client.
    $dlp = new DlpServiceClient();

    $parent = "projects/$callingProjectId/locations/global";

    // Read a CSV file
    $csvLines = file($inputCsvFile, FILE_IGNORE_NEW_LINES);
    $csvHeaders = explode(',', $csvLines[0]);
    $csvRows = array_slice($csvLines, 1);

    // Convert CSV file into protobuf objects
    $tableHeaders = array_map(function ($csvHeader) {
        return (new FieldId)
            ->setName($csvHeader);
    }, $csvHeaders);

    $tableRows = array_map(function ($csvRow) {
        $rowValues = array_map(function ($csvValue) {
            return (new Value())
                ->setStringValue($csvValue);
        }, explode(',', $csvRow));
        return (new Row())
            ->setValues($rowValues);
    }, $csvRows);

    // Construct the table object
    $tableToDeIdentify = (new Table())
        ->setHeaders($tableHeaders)
        ->setRows($tableRows);

    // Specify what content you want the service to de-identify.
    $content = (new ContentItem())
        ->setTable($tableToDeIdentify);

    // Specify how the content should be de-identified.
    $characterMaskConfig = (new CharacterMaskConfig())
        ->setMaskingCharacter('*');
    $primitiveTransformation = (new PrimitiveTransformation())
        ->setCharacterMaskConfig($characterMaskConfig);

    // Specify field to be de-identified.
    $fieldId = (new FieldId())
        ->setName('HAPPINESS_SCORE');

    // Specify when the above fields should be de-identified.
    $condition = (new Condition())
        ->setField((new FieldId())
            ->setName('AGE'))
        ->setOperator(RelationalOperator::GREATER_THAN)
        ->setValue((new Value())
            ->setIntegerValue(89));

    // Apply the condition to records
    $recordCondition = (new RecordCondition())
        ->setExpressions((new Expressions())
                ->setConditions((new Conditions())
                        ->setConditions([$condition])
                )
        );

    // Associate the de-identification and conditions with the specified fields.
    $fieldTransformation = (new FieldTransformation())
        ->setPrimitiveTransformation($primitiveTransformation)
        ->setFields([$fieldId])
        ->setCondition($recordCondition);

    $recordtransformations = (new RecordTransformations())
        ->setFieldTransformations([$fieldTransformation]);

    $deidentifyConfig = (new DeidentifyConfig())
        ->setRecordTransformations($recordtransformations);

    // Run request
    $deidentifyContentRequest = (new DeidentifyContentRequest())
        ->setParent($parent)
        ->setDeidentifyConfig($deidentifyConfig)
        ->setItem($content);
    $response = $dlp->deidentifyContent($deidentifyContentRequest);

    // Print results
    $csvRef = fopen($outputCsvFile, 'w');
    fputcsv($csvRef, $csvHeaders);
    foreach ($response->getItem()->getTable()->getRows() as $tableRow) {
        $values = array_map(function ($tableValue) {
            return $tableValue->getStringValue();
        }, iterator_to_array($tableRow->getValues()));
        fputcsv($csvRef, $values);
    };
    printf('After de-identify the table data (Output File Location): %s', $outputCsvFile);
}