in dlp/api/Snippets/DeidentifyUsingTableBucketing.cs [23:117]
public static Table DeidentifyData(
string projectId,
Table tableToInspect = null)
{
// Instantiate dlp client.
var dlp = DlpServiceClient.Create();
// Construct the table if null.
if (tableToInspect == null)
{
var row1 = new Value[]
{
new Value { StringValue = "101" },
new Value { StringValue = "Charles Dickens" },
new Value { StringValue = "95" }
};
var row2 = new Value[]
{
new Value { StringValue = "22" },
new Value { StringValue = "Jane Austin" },
new Value { StringValue = "21" }
};
var row3 = new Value[]
{
new Value { StringValue = "55" },
new Value { StringValue = "Mark Twain" },
new Value { StringValue = "75" }
};
tableToInspect = new Table
{
Headers =
{
new FieldId { Name = "AGE" },
new FieldId { Name = "PATIENT" },
new FieldId { Name = "HAPPINESS SCORE" }
},
Rows =
{
new Table.Types.Row { Values = { row1 } },
new Table.Types.Row { Values = { row2 } },
new Table.Types.Row { Values = { row3 } }
}
};
}
// Construct the table content item.
var contentItem = new ContentItem { Table = tableToInspect };
// Specify how the content should be de-identified.
var fixedSizeBucketingConfig = new FixedSizeBucketingConfig
{
BucketSize = 10,
LowerBound = new Value { IntegerValue = 0 },
UpperBound = new Value { IntegerValue = 100 },
};
// Specify the fields to be encrypted.
var fields = new FieldId[] { new FieldId { Name = "HAPPINESS SCORE" } };
// Associate the encryption with the specified field.
var fieldTransformation = new FieldTransformation
{
PrimitiveTransformation = new PrimitiveTransformation
{
FixedSizeBucketingConfig = fixedSizeBucketingConfig
},
Fields = { fields }
};
// Construct the deidentify config.
var deidentifyConfig = new DeidentifyConfig
{
RecordTransformations = new RecordTransformations
{
FieldTransformations = { fieldTransformation }
}
};
// Construct the request.
var request = new DeidentifyContentRequest
{
ParentAsLocationName = new LocationName(projectId, "global"),
DeidentifyConfig = deidentifyConfig,
Item = contentItem,
};
// Call the API.
var response = dlp.DeidentifyContent(request);
// Inspect the response.
Console.WriteLine(response.Item.Table);
return response.Item.Table;
}