dlp/snippets/deid/reid_text_fpe.go (87 lines of code) (raw):
// Copyright 2023 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package deid
// [START dlp_reidentify_text_fpe]
import (
"context"
"encoding/base64"
"fmt"
"io"
dlp "cloud.google.com/go/dlp/apiv2"
"cloud.google.com/go/dlp/apiv2/dlppb"
)
// ReidTextDataWithFPE re-identifies text data with FPE
func reidTextDataWithFPE(w io.Writer, projectID, textToReidentify, kmsKeyName, wrappedAESKey, surrogateInfoType string) error {
// projectId := "my-project-id"
// textToReidentify := "My SSN is AGE(9):FHKByqA13"
/* kmsKeyName := "projects/YOUR_PROJECT/"
+ "locations/YOUR_KEYRING_REGION/"
+ "keyRings/YOUR_KEYRING_NAME/"
+ "cryptoKeys/YOUR_KEY_NAME"
*/
// wrappedAesKey := "YOUR_ENCRYPTED_AES_256_KEY"
// surrogateInfoType := "AGE"
ctx := context.Background()
// Initialize a client once and reuse it to send multiple requests. Clients
// are safe to use across goroutines. When the client is no longer needed,
// call the Close method to cleanup its resources.
client, err := dlp.NewClient(ctx)
if err != nil {
return err
}
// Closing the client safely cleans up background resources.
defer client.Close()
// Specify what content you want the service to re-identify.
contentItem := &dlppb.ContentItem{
DataItem: &dlppb.ContentItem_Value{
Value: textToReidentify,
},
}
// Specify the type of info the inspection will re-identify. This must use the same custom
// into type that was used as a surrogate during the initial encryption.
infotype := &dlppb.InfoType{
Name: surrogateInfoType,
}
customInfotype := &dlppb.CustomInfoType{
InfoType: infotype,
Type: &dlppb.CustomInfoType_SurrogateType_{
SurrogateType: &dlppb.CustomInfoType_SurrogateType{},
},
}
inspectConfig := &dlppb.InspectConfig{
CustomInfoTypes: []*dlppb.CustomInfoType{
customInfotype,
},
}
// Specify an encrypted AES-256 key and the name of the Cloud KMS key that encrypted it.
kmsWrappedCryptoKey, err := base64.StdEncoding.DecodeString(wrappedAESKey)
if err != nil {
return err
}
cryptoKey := &dlppb.CryptoKey{
Source: &dlppb.CryptoKey_KmsWrapped{
KmsWrapped: &dlppb.KmsWrappedCryptoKey{
WrappedKey: kmsWrappedCryptoKey,
CryptoKeyName: kmsKeyName,
},
},
}
// Specify how to un-encrypt the previously de-identified information.
cryptoReplaceFfxFpeConfig := &dlppb.CryptoReplaceFfxFpeConfig{
CryptoKey: cryptoKey,
Alphabet: &dlppb.CryptoReplaceFfxFpeConfig_CommonAlphabet{
CommonAlphabet: dlppb.CryptoReplaceFfxFpeConfig_ALPHA_NUMERIC,
},
SurrogateInfoType: infotype,
}
primitiveTransformation := &dlppb.PrimitiveTransformation_CryptoReplaceFfxFpeConfig{
CryptoReplaceFfxFpeConfig: cryptoReplaceFfxFpeConfig,
}
InfoTypeTransformations := &dlppb.InfoTypeTransformations{
Transformations: []*dlppb.InfoTypeTransformations_InfoTypeTransformation{
{
PrimitiveTransformation: &dlppb.PrimitiveTransformation{
Transformation: primitiveTransformation,
},
InfoTypes: []*dlppb.InfoType{
infotype,
},
},
},
}
// Combine configurations into a request for the service.
reidentifyConfig := &dlppb.DeidentifyConfig{
Transformation: &dlppb.DeidentifyConfig_InfoTypeTransformations{
InfoTypeTransformations: InfoTypeTransformations,
},
}
// Construct the Inspect request to be sent by the client.
req := &dlppb.ReidentifyContentRequest{
Parent: fmt.Sprintf("projects/%s/locations/global", projectID),
ReidentifyConfig: reidentifyConfig,
Item: contentItem,
InspectConfig: inspectConfig,
}
// Send the request.
r, err := client.ReidentifyContent(ctx, req)
if err != nil {
return err
}
// Print the result.
fmt.Fprintf(w, "output: %v", r.GetItem().GetValue())
return nil
}
// [END dlp_reidentify_text_fpe]