dlp/snippets/deid/reid_table_fpe.go (93 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_table_fpe] import ( "context" "encoding/base64" "fmt" "io" dlp "cloud.google.com/go/dlp/apiv2" "cloud.google.com/go/dlp/apiv2/dlppb" ) // reidTableDataWithFPE re-identifies table data with FPE func reidTableDataWithFPE(w io.Writer, projectID, kmsKeyName, wrappedAesKey string) error { // projectId := "my-project-id" /* kmsKeyName := "projects/YOUR_PROJECT/" + "locations/YOUR_KEYRING_REGION/" + "keyRings/YOUR_KEYRING_NAME/" + "cryptoKeys/YOUR_KEY_NAME" */ // wrappedAesKey := "YOUR_ENCRYPTED_AES_256_KEY" 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 the table data that needs to be re-identified. tableToReIdentify := &dlppb.Table{ Headers: []*dlppb.FieldId{ {Name: "Employee ID"}, }, Rows: []*dlppb.Table_Row{ { Values: []*dlppb.Value{ { Type: &dlppb.Value_StringValue{ StringValue: "90511", }, }, }, }, }, } // Specify the content you want to re-identify. contentItem := &dlppb.ContentItem{ DataItem: &dlppb.ContentItem_Table{ Table: tableToReIdentify, }, } // 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_NUMERIC, }, } primitiveTransformation := &dlppb.PrimitiveTransformation{ Transformation: &dlppb.PrimitiveTransformation_CryptoReplaceFfxFpeConfig{ CryptoReplaceFfxFpeConfig: cryptoReplaceFfxFpeConfig, }, } // Specify field to be decrypted. fieldId := &dlppb.FieldId{ Name: "Employee ID", } // Associate the decryption with the specified field. fieldTransformation := &dlppb.FieldTransformation{ Transformation: &dlppb.FieldTransformation_PrimitiveTransformation{ PrimitiveTransformation: primitiveTransformation, }, Fields: []*dlppb.FieldId{ fieldId, }, } recordTransformations := &dlppb.RecordTransformations{ FieldTransformations: []*dlppb.FieldTransformation{ fieldTransformation, }, } deidentifyConfig := &dlppb.DeidentifyConfig{ Transformation: &dlppb.DeidentifyConfig_RecordTransformations{ RecordTransformations: recordTransformations, }, } // Combine configurations into a request for the service. req := &dlppb.ReidentifyContentRequest{ Parent: fmt.Sprintf("projects/%s/locations/global", projectID), ReidentifyConfig: deidentifyConfig, Item: contentItem, } // Send the request and receive response from the service. resp, err := client.ReidentifyContent(ctx, req) if err != nil { return err } // Print the result. fmt.Fprintf(w, "Table after re-identification : %v", resp.GetItem().GetTable()) return nil } // [END dlp_reidentify_table_fpe]