Mengamankan database dengan kunci enkripsi yang dikelola pelanggan (CMEK)

Halaman ini menjelaskan cara menggunakan kunci enkripsi yang dikelola pelanggan (CMEK) yang dibuat secara manual untuk Spanner.

Untuk mempelajari CMEK lebih lanjut, lihat Ringkasan kunci enkripsi yang dikelola pelanggan (CMEK).

Membuat database yang mendukung CMEK

  1. Buat kunci di Cloud Key Management Service (Cloud KMS). Spanner mendukung pembuatan jenis Cloud KMS berikut:

    Kunci harus berada di lokasi yang sama dengan instance Spanner Anda. Misalnya, jika konfigurasi instance Spanner Anda berada di us-west1, lokasi key ring Cloud KMS Anda juga harus us-west1.

    Tidak semua konfigurasi instance multi-region Spanner memiliki lokasi key ring Cloud KMS yang sesuai. Untuk database Spanner dalam konfigurasi instance kustom, dual-region, atau multi-region, Anda dapat menggunakan beberapa kunci Cloud KMS regional (single-region) untuk melindungi database. Contoh:

    • Jika database Spanner Anda berada dalam konfigurasi instance multi-region nam14, Anda dapat membuat kunci Cloud KMS di us-east4, northamerica-northeast1, dan us-east1.
    • Jika database Anda berada dalam konfigurasi instance kustom yang menggunakan nam3 sebagai konfigurasi instance dasar dengan replika hanya baca tambahan di us-central2, Anda dapat membuat kunci Cloud KMS di us-east4, us-east1, us-central1, dan us-central2.

    Opsional: Untuk melihat daftar lokasi replika dalam konfigurasi instance Spanner, gunakan perintah gcloud spanner instances get-locations:

    gcloud spanner instances get-locations <var>INSTANCE_ID</var>
    

    Untuk informasi selengkapnya, lihat referensi berikut:

  2. Berikan akses Spanner ke kunci.

    1. Di Cloud Shell, buat dan tampilkan agen layanan, atau tampilkan jika akun sudah ada:

      gcloud beta services identity create --service=spanner.googleapis.com \
          --project=PROJECT_ID

      Jika Anda diminta untuk menginstal komponen Perintah Beta gcloud, ketik Y. Setelah penginstalan, perintah akan otomatis dimulai ulang.

      Perintah gcloud services identity membuat atau mendapatkan agen layanan yang dapat digunakan Spanner untuk mengakses kunci Cloud KMS atas nama Anda.

      ID akun layanan diformat seperti alamat email:

      Service identity created: service-xxx@gcp-sa-spanner.
      
    2. Berikan peran Pengenkripsi/Pendekripsi CryptoKey Cloud KMS(cloudkms.cryptoKeyEncrypterDecrypter) ke akun layanan untuk setiap region (--location) dalam konfigurasi instance Spanner Anda. Untuk melakukannya, jalankan perintah gcloud kms keys add-iam-policybinding:

      gcloud kms keys add-iam-policy-binding KMS_KEY \
          --location KMS_KEY_LOCATION \
          --keyring KMS_KEY_RING \
          --project=PROJECT_ID \
          --member serviceAccount:service-xxx@gcp-sa-spanner. \
          --role roles/cloudkms.cryptoKeyEncrypterDecrypter

      Berikut adalah contoh output:

      Updated IAM policy for key [KMS_KEY]
      

      Jika Anda menggunakan beberapa kunci Cloud KMS untuk melindungi database, jalankan perintah gcloud kms keys add-iam-policybinding untuk semua kunci Anda.

      Peran ini memastikan bahwa akun layanan memiliki izin untuk mengenkripsi dan mendekripsi dengan kunci Cloud KMS. Untuk informasi lebih lanjut, lihat izin dan peran Cloud KMS.

  3. Buat database dan tentukan kunci Cloud KMS Anda.

Konsol

Gunakan konsol untuk membuat database dalam konfigurasi instance regional.

  1. Di konsol Google Cloud, buka halaman Instance.

    Buka Instance Spanner

  2. Klik instance tempat Anda ingin membuat database.

  3. Klik Create database dan isi kolom yang wajib diisi.

  4. Klik Tampilkan opsi enkripsi.

  5. Pilih Kunci Cloud KMS.

  6. Pilih kunci dari menu drop-down.

    Daftar kunci dibatasi untuk project Google Cloud saat ini. Untuk menggunakan kunci dari project Google Cloud yang berbeda, buat database menggunakan gcloud CLI, bukan konsol Google Cloud.

    Setelah database dibuat, Anda dapat memverifikasi bahwa database tersebut diaktifkan dengan CMEK dengan melihat halaman Ringkasan database.

    Screenshot yang menampilkan jenis enkripsi dan kunci database

gcloud

Untuk membuat database yang mengaktifkan CMEK dalam konfigurasi instance regional, kustom, atau multi-region, jalankan perintah gcloud spanner databases create:

gcloud spanner databases create DATABASE \
  --project=SPANNER_PROJECT_ID \
  --instance=INSTANCE_ID \
  --ddl="CREATE TABLE Users (Id INT64 NOT NULL, FirstName STRING(100) NOT NULL, LastName STRING(100) NOT NULL,) PRIMARY KEY (Id)" \
  --kms-project=KMS_PROJECT_ID \
  --kms-location=KMS_KEY_LOCATION \
  --kms-keyring=KMS_KEYRING \
  --kms-keys=KMS_KEY_1[, KMS_KEY_2 ... ]

Untuk memverifikasi bahwa database mengaktifkan CMEK, jalankan perintah gcloud spanner databases describe:

gcloud spanner databases describe DATABASE \
  --project=SPANNER_PROJECT_ID \
  --instance=INSTANCE_ID

Database yang mengaktifkan CMEK menyertakan kolom untuk encryptionConfig, seperti yang ditunjukkan dalam contoh output berikut:

encryptionConfig:
  kmsKeyNames:projects/my-kms-project/locations/eur5/keyRings/my-kms-key-ring/cryptoKeys/my-kms-key
  name: projects/my-spanner-project/instances/my-instance/databases/my-db
state: READY

Library klien

C#

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:


using Google.Cloud.Spanner.Admin.Database.V1;
using Google.Cloud.Spanner.Common.V1;
using System;
using System.Threading.Tasks;

public class CreateDatabaseWithEncryptionKeyAsyncSample
{
    public async Task<Database> CreateDatabaseWithEncryptionKeyAsync(string projectId, string instanceId, string databaseId, CryptoKeyName kmsKeyName)
    {
        // Create a DatabaseAdminClient instance that can be used to execute a
        // CreateDatabaseRequest with custom encryption configuration options.
        DatabaseAdminClient databaseAdminClient = DatabaseAdminClient.Create();
        // Define create table statement for table #1.
        var createSingersTable =
            @"CREATE TABLE Singers (
                SingerId INT64 NOT NULL,
                FirstName STRING(1024),
                LastName STRING(1024),
                ComposerInfo BYTES(MAX)
            ) PRIMARY KEY (SingerId)";
        // Define create table statement for table #2.
        var createAlbumsTable =
            @"CREATE TABLE Albums (
                SingerId INT64 NOT NULL,
                AlbumId INT64 NOT NULL,
                AlbumTitle STRING(MAX)
            ) PRIMARY KEY (SingerId, AlbumId),
            INTERLEAVE IN PARENT Singers ON DELETE CASCADE";

        // Create the CreateDatabase request with encryption configuration and execute it.
        var request = new CreateDatabaseRequest
        {
            ParentAsInstanceName = InstanceName.FromProjectInstance(projectId, instanceId),
            CreateStatement = $"CREATE DATABASE `{databaseId}`",
            ExtraStatements = { createSingersTable, createAlbumsTable },
            EncryptionConfig = new EncryptionConfig
            {
                KmsKeyNameAsCryptoKeyName = kmsKeyName,
            },
        };
        var operation = await databaseAdminClient.CreateDatabaseAsync(request);

        // Wait until the operation has finished.
        Console.WriteLine("Waiting for the operation to finish.");
        var completedResponse = await operation.PollUntilCompletedAsync();
        if (completedResponse.IsFaulted)
        {
            Console.WriteLine($"Error while creating database: {completedResponse.Exception}");
            throw completedResponse.Exception;
        }

        var database = completedResponse.Result;
        Console.WriteLine($"Database {database.Name} created with encryption key {database.EncryptionConfig.KmsKeyName}");

        return database;
    }
}

C++

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:

void CreateDatabaseWithEncryptionKey(
    google::cloud::spanner_admin::DatabaseAdminClient client,
    std::string const& project_id, std::string const& instance_id,
    std::string const& database_id,
    google::cloud::KmsKeyName const& encryption_key) {
  google::cloud::spanner::Database database(project_id, instance_id,
                                            database_id);
  google::spanner::admin::database::v1::CreateDatabaseRequest request;
  request.set_parent(database.instance().FullName());
  request.set_create_statement("CREATE DATABASE `" + database.database_id() +
                               "`");
  request.add_extra_statements(R"""(
      CREATE TABLE Singers (
          SingerId   INT64 NOT NULL,
          FirstName  STRING(1024),
          LastName   STRING(1024),
          SingerInfo BYTES(MAX),
          FullName   STRING(2049)
              AS (ARRAY_TO_STRING([FirstName, LastName], " ")) STORED
      ) PRIMARY KEY (SingerId))""");
  request.add_extra_statements(R"""(
      CREATE TABLE Albums (
          SingerId     INT64 NOT NULL,
          AlbumId      INT64 NOT NULL,
          AlbumTitle   STRING(MAX)
      ) PRIMARY KEY (SingerId, AlbumId),
          INTERLEAVE IN PARENT Singers ON DELETE CASCADE)""");
  request.mutable_encryption_config()->set_kms_key_name(
      encryption_key.FullName());
  auto db = client.CreateDatabase(request).get();
  if (!db) throw std::move(db).status();
  std::cout << "Database " << db->name() << " created";
  std::cout << " using encryption key " << encryption_key.FullName();
  std::cout << ".\n";
}

Go

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:

import (
	"context"
	"fmt"
	"io"
	"regexp"

	database "cloud.google.com/go/spanner/admin/database/apiv1"
	adminpb "cloud.google.com/go/spanner/admin/database/apiv1/databasepb"
)

func createDatabaseWithCustomerManagedEncryptionKey(ctx context.Context, w io.Writer, db, kmsKeyName string) error {
	// db = `projects/<project>/instances/<instance-id>/database/<database-id>`
	// kmsKeyName = `projects/<project>/locations/<location>/keyRings/<key_ring>/cryptoKeys/<kms_key_name>`
	matches := regexp.MustCompile("^(.+)/databases/(.+)$").FindStringSubmatch(db)
	if matches == nil || len(matches) != 3 {
		return fmt.Errorf("createDatabaseWithCustomerManagedEncryptionKey: invalid database id %q", db)
	}
	instanceName := matches[1]
	databaseId := matches[2]

	adminClient, err := database.NewDatabaseAdminClient(ctx)
	if err != nil {
		return fmt.Errorf("createDatabaseWithCustomerManagedEncryptionKey.NewDatabaseAdminClient: %w", err)
	}
	defer adminClient.Close()

	// Create a database with tables using a Customer Managed Encryption Key
	req := adminpb.CreateDatabaseRequest{
		Parent:          instanceName,
		CreateStatement: "CREATE DATABASE `" + databaseId + "`",
		ExtraStatements: []string{
			`CREATE TABLE Singers (
				SingerId   INT64 NOT NULL,
				FirstName  STRING(1024),
				LastName   STRING(1024),
				SingerInfo BYTES(MAX)
			) PRIMARY KEY (SingerId)`,
			`CREATE TABLE Albums (
				SingerId     INT64 NOT NULL,
				AlbumId      INT64 NOT NULL,
				AlbumTitle   STRING(MAX)
			) PRIMARY KEY (SingerId, AlbumId),
			INTERLEAVE IN PARENT Singers ON DELETE CASCADE`,
		},
		EncryptionConfig: &adminpb.EncryptionConfig{KmsKeyName: kmsKeyName},
	}
	op, err := adminClient.CreateDatabase(ctx, &req)
	if err != nil {
		return fmt.Errorf("createDatabaseWithCustomerManagedEncryptionKey.CreateDatabase: %w", err)
	}
	dbObj, err := op.Wait(ctx)
	if err != nil {
		return fmt.Errorf("createDatabaseWithCustomerManagedEncryptionKey.Wait: %w", err)
	}
	fmt.Fprintf(w, "Created database [%s] using encryption key %q\n", dbObj.Name, dbObj.EncryptionConfig.KmsKeyName)
	return nil
}

Java

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:


import com.google.cloud.spanner.Spanner;
import com.google.cloud.spanner.SpannerExceptionFactory;
import com.google.cloud.spanner.SpannerOptions;
import com.google.cloud.spanner.admin.database.v1.DatabaseAdminClient;
import com.google.common.collect.ImmutableList;
import com.google.spanner.admin.database.v1.CreateDatabaseRequest;
import com.google.spanner.admin.database.v1.Database;
import com.google.spanner.admin.database.v1.EncryptionConfig;
import com.google.spanner.admin.database.v1.InstanceName;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;

public class CreateDatabaseWithEncryptionKey {

  static void createDatabaseWithEncryptionKey() {
    // TODO(developer): Replace these variables before running the sample.
    String projectId = "my-project";
    String instanceId = "my-instance";
    String databaseId = "my-database";
    String kmsKeyName =
        "projects/" + projectId + "/locations/<location>/keyRings/<keyRing>/cryptoKeys/<keyId>";

    try (Spanner spanner =
        SpannerOptions.newBuilder().setProjectId(projectId).build().getService();
        DatabaseAdminClient adminClient = spanner.createDatabaseAdminClient()) {
      createDatabaseWithEncryptionKey(
          adminClient,
          projectId,
          instanceId,
          databaseId,
          kmsKeyName);
    }
  }

  static void createDatabaseWithEncryptionKey(DatabaseAdminClient adminClient,
      String projectId, String instanceId, String databaseId, String kmsKeyName) {
    InstanceName instanceName = InstanceName.of(projectId, instanceId);
    CreateDatabaseRequest request = CreateDatabaseRequest.newBuilder()
        .setParent(instanceName.toString())
        .setCreateStatement("CREATE DATABASE `" + databaseId + "`")
        .setEncryptionConfig(EncryptionConfig.newBuilder().setKmsKeyName(kmsKeyName).build())
        .addAllExtraStatements(
            ImmutableList.of(
                "CREATE TABLE Singers ("
                    + "  SingerId   INT64 NOT NULL,"
                    + "  FirstName  STRING(1024),"
                    + "  LastName   STRING(1024),"
                    + "  SingerInfo BYTES(MAX)"
                    + ") PRIMARY KEY (SingerId)",
                "CREATE TABLE Albums ("
                    + "  SingerId     INT64 NOT NULL,"
                    + "  AlbumId      INT64 NOT NULL,"
                    + "  AlbumTitle   STRING(MAX)"
                    + ") PRIMARY KEY (SingerId, AlbumId),"
                    + "  INTERLEAVE IN PARENT Singers ON DELETE CASCADE"
            ))
        .build();
    try {
      System.out.println("Waiting for operation to complete...");
      Database createdDatabase =
          adminClient.createDatabaseAsync(request).get(120, TimeUnit.SECONDS);

      System.out.printf(
          "Database %s created with encryption key %s%n",
          createdDatabase.getName(),
          createdDatabase.getEncryptionConfig().getKmsKeyName()
      );
    } catch (ExecutionException e) {
      // If the operation failed during execution, expose the cause.
      throw SpannerExceptionFactory.asSpannerException(e.getCause());
    } catch (InterruptedException e) {
      // Throw when a thread is waiting, sleeping, or otherwise occupied,
      // and the thread is interrupted, either before or during the activity.
      throw SpannerExceptionFactory.propagateInterrupt(e);
    } catch (TimeoutException e) {
      // If the operation timed out propagates the timeout
      throw SpannerExceptionFactory.propagateTimeout(e);
    }
  }
}

Node.js

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:


// Imports the Google Cloud client library
const {Spanner, protos} = require('@google-cloud/spanner');

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const keyName =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key';

// creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

// Creates a database
const [operation] = await databaseAdminClient.createDatabase({
  createStatement: 'CREATE DATABASE `' + databaseId + '`',
  parent: databaseAdminClient.instancePath(projectId, instanceId),
  encryptionConfig:
    (protos.google.spanner.admin.database.v1.EncryptionConfig = {
      kmsKeyName: keyName,
    }),
});

console.log(`Waiting for operation on ${databaseId} to complete...`);
await operation.promise();

console.log(`Created database ${databaseId} on instance ${instanceId}.`);

// Get encryption key
const [metadata] = await databaseAdminClient.getDatabase({
  name: databaseAdminClient.databasePath(projectId, instanceId, databaseId),
});

console.log(
  `Database encrypted with key ${metadata.encryptionConfig.kmsKeyName}.`
);

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance multi-region:

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const kmsKeyNames =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key1,projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key2';

// Imports the Google Cloud client library
const {Spanner, protos} = require('@google-cloud/spanner');

// creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

async function createDatabaseWithMultipleKmsKeys() {
  // Creates a database
  const [operation] = await databaseAdminClient.createDatabase({
    createStatement: 'CREATE DATABASE `' + databaseId + '`',
    parent: databaseAdminClient.instancePath(projectId, instanceId),
    encryptionConfig:
      (protos.google.spanner.admin.database.v1.EncryptionConfig = {
        kmsKeyNames: kmsKeyNames.split(','),
      }),
  });

  console.log(`Waiting for operation on ${databaseId} to complete...`);
  await operation.promise();

  console.log(`Created database ${databaseId} on instance ${instanceId}.`);

  // Get encryption key
  const [metadata] = await databaseAdminClient.getDatabase({
    name: databaseAdminClient.databasePath(projectId, instanceId, databaseId),
  });

  console.log(
    `Database encrypted with keys ${metadata.encryptionConfig.kmsKeyNames}.`
  );
}
createDatabaseWithMultipleKmsKeys();

PHP

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:

use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\CreateDatabaseRequest;
use Google\Cloud\Spanner\Admin\Database\V1\EncryptionConfig;

/**
 * Creates an encrypted database with tables for sample data.
 * Example:
 * ```
 * create_database_with_encryption_key($projectId, $instanceId, $databaseId, $kmsKeyName);
 * ```
 *
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string $kmsKeyName The KMS key used for encryption.
 */
function create_database_with_encryption_key(
    string $projectId,
    string $instanceId,
    string $databaseId,
    string $kmsKeyName
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceName = DatabaseAdminClient::instanceName($projectId, $instanceId);

    $createDatabaseRequest = new CreateDatabaseRequest();
    $createDatabaseRequest->setParent($instanceName);
    $createDatabaseRequest->setCreateStatement(sprintf('CREATE DATABASE `%s`', $databaseId));
    $createDatabaseRequest->setExtraStatements([
        'CREATE TABLE Singers (
            SingerId     INT64 NOT NULL,
            FirstName    STRING(1024),
            LastName     STRING(1024),
            SingerInfo   BYTES(MAX)
        ) PRIMARY KEY (SingerId)',
        'CREATE TABLE Albums (
            SingerId     INT64 NOT NULL,
            AlbumId      INT64 NOT NULL,
            AlbumTitle   STRING(MAX)
        ) PRIMARY KEY (SingerId, AlbumId),
        INTERLEAVE IN PARENT Singers ON DELETE CASCADE'
    ]);

    if (!empty($kmsKeyName)) {
        $encryptionConfig = new EncryptionConfig();
        $encryptionConfig->setKmsKeyName($kmsKeyName);
        $createDatabaseRequest->setEncryptionConfig($encryptionConfig);
    }

    $operationResponse = $databaseAdminClient->createDatabase($createDatabaseRequest);
    printf('Waiting for operation to complete...' . PHP_EOL);
    $operationResponse->pollUntilComplete();

    if ($operationResponse->operationSucceeded()) {
        $database = $operationResponse->getResult();
        printf(
            'Created database %s on instance %s with encryption key %s' . PHP_EOL,
            $databaseId,
            $instanceId,
            $database->getEncryptionConfig()->getKmsKeyName()
        );
    } else {
        $error = $operationResponse->getError();
        printf('Failed to create encrypted database: %s' . PHP_EOL, $error->getMessage());
    }
}

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance multi-region:

use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\CreateDatabaseRequest;
use Google\Cloud\Spanner\Admin\Database\V1\EncryptionConfig;

/**
 * Creates a MR CMEK database with tables for sample data.
 * Example:
 * ```
 * create_database_with_mr_cmek($projectId, $instanceId, $databaseId, $kmsKeyNames);
 * ```
 *
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string[] $kmsKeyNames The KMS keys used for encryption.
 */
function create_database_with_mr_cmek(
    string $projectId,
    string $instanceId,
    string $databaseId,
    array $kmsKeyNames
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceName = DatabaseAdminClient::instanceName($projectId, $instanceId);

    $createDatabaseRequest = new CreateDatabaseRequest();
    $createDatabaseRequest->setParent($instanceName);
    $createDatabaseRequest->setCreateStatement(sprintf('CREATE DATABASE `%s`', $databaseId));
    $createDatabaseRequest->setExtraStatements([
        'CREATE TABLE Singers (
            SingerId     INT64 NOT NULL,
            FirstName    STRING(1024),
            LastName     STRING(1024),
            SingerInfo   BYTES(MAX)
        ) PRIMARY KEY (SingerId)',
        'CREATE TABLE Albums (
            SingerId     INT64 NOT NULL,
            AlbumId      INT64 NOT NULL,
            AlbumTitle   STRING(MAX)
        ) PRIMARY KEY (SingerId, AlbumId),
        INTERLEAVE IN PARENT Singers ON DELETE CASCADE'
    ]);

    if (!empty($kmsKeyNames)) {
        $encryptionConfig = new EncryptionConfig();
        $encryptionConfig->setKmsKeyNames($kmsKeyNames);
        $createDatabaseRequest->setEncryptionConfig($encryptionConfig);
    }

    $operationResponse = $databaseAdminClient->createDatabase($createDatabaseRequest);
    printf('Waiting for operation to complete...' . PHP_EOL);
    $operationResponse->pollUntilComplete();

    if ($operationResponse->operationSucceeded()) {
        $database = $operationResponse->getResult();
        printf(
            'Created database %s on instance %s with encryption keys %s' . PHP_EOL,
            $databaseId,
            $instanceId,
            print_r($database->getEncryptionConfig()->getKmsKeyNames(), true)
        );
    } else {
        $error = $operationResponse->getError();
        printf('Failed to create encrypted database: %s' . PHP_EOL, $error->getMessage());
    }
}

Python

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:

def create_database_with_encryption_key(instance_id, database_id, kms_key_name):
    """Creates a database with tables using a Customer Managed Encryption Key (CMEK)."""
    from google.cloud.spanner_admin_database_v1 import EncryptionConfig
    from google.cloud.spanner_admin_database_v1.types import spanner_database_admin

    spanner_client = spanner.Client()
    database_admin_api = spanner_client.database_admin_api

    request = spanner_database_admin.CreateDatabaseRequest(
        parent=database_admin_api.instance_path(spanner_client.project, instance_id),
        create_statement=f"CREATE DATABASE `{database_id}`",
        extra_statements=[
            """CREATE TABLE Singers (
            SingerId     INT64 NOT NULL,
            FirstName    STRING(1024),
            LastName     STRING(1024),
            SingerInfo   BYTES(MAX)
        ) PRIMARY KEY (SingerId)""",
            """CREATE TABLE Albums (
            SingerId     INT64 NOT NULL,
            AlbumId      INT64 NOT NULL,
            AlbumTitle   STRING(MAX)
        ) PRIMARY KEY (SingerId, AlbumId),
        INTERLEAVE IN PARENT Singers ON DELETE CASCADE""",
        ],
        encryption_config=EncryptionConfig(kms_key_name=kms_key_name),
    )

    operation = database_admin_api.create_database(request=request)

    print("Waiting for operation to complete...")
    database = operation.result(OPERATION_TIMEOUT_SECONDS)

    print(
        "Database {} created with encryption key {}".format(
            database.name, database.encryption_config.kms_key_name
        )
    )

Ruby

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance regional:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID"
# kms_key_name = "Database eencryption KMS key"

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path project: project_id, instance: instance_id

db_path = database_admin_client.database_path project: project_id,
                                              instance: instance_id,
                                              database: database_id

job = database_admin_client.create_database parent: instance_path,
                                            create_statement: "CREATE DATABASE `#{database_id}`",
                                            extra_statements: [
                                              "CREATE TABLE Singers (
                                   SingerId     INT64 NOT NULL,
                                   FirstName    STRING(1024),
                                   LastName     STRING(1024),
                                   SingerInfo   BYTES(MAX)
                                 ) PRIMARY KEY (SingerId)",

                                              "CREATE TABLE Albums (
                                   SingerId     INT64 NOT NULL,
                                   AlbumId      INT64 NOT NULL,
                                   AlbumTitle   STRING(MAX)
                                 ) PRIMARY KEY (SingerId, AlbumId),
                                 INTERLEAVE IN PARENT Singers ON DELETE CASCADE"
                                            ],
                                            encryption_config: { kms_key_name: kms_key_name }

puts "Waiting for create database operation to complete"

job.wait_until_done!
database = database_admin_client.get_database name: db_path

puts "Database #{database_id} created with encryption key #{database.encryption_config.kms_key_name}"

Untuk membuat database yang mendukung CMEK dalam konfigurasi instance multi-region:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID"
# kms_key_names = ["key1", "key2", "key3"]

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path(
  project: project_id, instance: instance_id
)

encryption_config = {
  kms_key_names: kms_key_names
}

db_path = database_admin_client.database_path(
  project: project_id,
  instance: instance_id,
  database: database_id
)

job = database_admin_client.create_database(
  parent: instance_path,
  create_statement: "CREATE DATABASE `#{database_id}`",
  extra_statements: [
    <<~STATEMENT,
      CREATE TABLE Singers (
        SingerId    INT64 NOT NULL,
        FirstName   STRING(1024),
        LastName    STRING(1024),
        SingerInfo  BYTES(MAX)
      ) PRIMARY KEY (SingerId)
    STATEMENT
    <<~STATEMENT
      CREATE TABLE Albums (
        SingerId    INT64 NOT NULL,
        AlbumId     INT64 NOT NULL,
        AlbumTitle  STRING(MAX)
      ) PRIMARY KEY (SingerId, AlbumId),
      INTERLEAVE IN PARENT Singers
      ON DELETE CASCADE
    STATEMENT
  ],
  encryption_config: encryption_config
)

puts "Waiting for create database operation to complete"

job.wait_until_done!
database = database_admin_client.get_database name: db_path

puts "Database #{database_id} created with encryption key " \
     "#{database.encryption_config.kms_key_names}"

Melihat versi kunci yang digunakan

Kolom encryption_info database menampilkan informasi tentang versi kunci.

Saat versi kunci database berubah, perubahan tersebut tidak langsung diterapkan ke encryption_info. Mungkin akan ada penundaan sebelum perubahan diterapkan di kolom ini.

Konsol

  1. Di konsol Google Cloud, buka halaman Instance.

    Buka Instance

  2. Klik instance yang berisi database yang ingin Anda lihat.

  3. Klik database.

    Informasi enkripsi ditampilkan di halaman Database details.

    Screenshot informasi enkripsi yang ditampilkan di halaman Detail database.

gcloud

Anda bisa mendapatkan encryption_info database dengan menjalankan perintah gcloud spanner databases describe atau gcloud spanner databases list. Contoh:

gcloud spanner databases describe DATABASE \
    --project=SPANNER_PROJECT_ID \
    --instance=INSTANCE_ID

Berikut adalah contoh output:

name: projects/my-project/instances/test-instance/databases/example-db
encryptionInfo:
- encryptionType: CUSTOMER_MANAGED_ENCRYPTION
  kmsKeyVersion: projects/my-kms-project/locations/my-kms-key1-location/keyRings/my-kms-key-ring1/cryptoKeys/my-kms-key1/cryptoKeyVersions/1
- encryptionType: CUSTOMER_MANAGED_ENCRYPTION
  kmsKeyVersion: projects/my-kms-project/locations/my-kms-key2-location/keyRings/my-kms-key-ring2/cryptoKeys/my-kms-key2/cryptoKeyVersions/1

Menonaktifkan kunci

  1. Nonaktifkan versi kunci yang sedang digunakan dengan mengikuti petunjuk ini untuk setiap versi kunci.

  2. Tunggu hingga perubahan diterapkan. Proses penonaktifan kunci dapat memerlukan waktu hingga tiga jam untuk diterapkan.

  3. Untuk mengonfirmasi bahwa database tidak dapat diakses lagi, jalankan kueri di database yang CMEK-nya dinonaktifkan:

    gcloud spanner databases execute-sql DATABASE \
        --project=SPANNER_PROJECT_ID \
        --instance=INSTANCE_ID \
        --sql='SELECT * FROM Users'

    Pesan error berikut akan muncul: KMS key required by the Spanner resource is not accessible.

Mengaktifkan kunci

  1. Aktifkan versi kunci yang digunakan oleh database dengan mengikuti petunjuk ini untuk setiap versi kunci.

  2. Tunggu hingga perubahan diterapkan. Pengaktifan kunci dapat memerlukan waktu hingga tiga jam untuk diterapkan.

  3. Untuk mengonfirmasi bahwa database tidak dapat diakses lagi, jalankan kueri di database yang mengaktifkan CMEK:

    gcloud spanner databases execute-sql DATABASE \
        --project=SPANNER_PROJECT_ID \
        --instance=INSTANCE_ID \
        --sql='SELECT * FROM Users'

    Jika perubahan telah diterapkan, perintah akan berhasil dijalankan.

Mencadangkan database

Anda dapat menggunakan pencadangan Spanner untuk membuat pencadangan database. Secara default, cadangan Spanner yang dibuat dari database menggunakan konfigurasi enkripsi yang sama dengan database itu sendiri. Secara opsional, Anda dapat menentukan konfigurasi enkripsi yang berbeda untuk pencadangan.

Konsol

Gunakan konsol untuk membuat cadangan dalam konfigurasi instance regional.

  1. Di konsol Google Cloud, buka halaman Instance.

    Buka Instance Spanner

  2. Klik nama instance yang berisi database yang ingin Anda cadangkan.

  3. Klik database.

  4. Di panel navigasi, klik Backup/Restore.

  5. Di tab Backups, klik Create backup.

  6. Masukkan nama cadangan dan pilih tanggal habis masa berlaku.

  7. Opsional: Klik Tampilkan opsi enkripsi.

    a. Jika Anda ingin menggunakan konfigurasi enkripsi yang berbeda untuk cadangan, klik penggeser di samping Gunakan enkripsi yang ada.

    a. Pilih Kunci Cloud KMS.

    a. Pilih kunci dari menu drop-down.

    Daftar kunci dibatasi untuk project Google Cloud saat ini. Untuk menggunakan kunci dari project Google Cloud yang berbeda, buat database menggunakan gcloud CLI, bukan konsol Google Cloud.

  8. Klik Create.

Tabel Cadangan menampilkan informasi enkripsi untuk setiap cadangan.

Screenshot tabel Cadangan yang menampilkan informasi enkripsi untuk setiap cadangan

gcloud

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional, kustom, atau multi-region, jalankan perintah gcloud spanner backups create:

gcloud spanner backups create BACKUP \
    --project=SPANNER_PROJECT_ID \
    --instance=INSTANCE_ID \
    --database=DATABASE  \
    --retention-period=RETENTION_PERIOD  \
    --encryption-type=customer_managed_encryption \
    --kms-project=KMS_PROJECT_ID \
    --kms-location=KMS_KEY_LOCATION \
    --kms-keyring=KMS_KEY_RING \
    --kms-keys=KMS_KEY_1[, KMS_KEY_2 ... ]
    --async

Untuk memverifikasi bahwa pencadangan yang dibuat dienkripsi CMEK:

gcloud spanner backups describe BACKUP \
    --project=SPANNER_PROJECT_ID \
    --instance=INSTANCE_ID

Library klien

C#

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:


using Google.Cloud.Spanner.Admin.Database.V1;
using Google.Cloud.Spanner.Common.V1;
using Google.Protobuf.WellKnownTypes;
using System;
using System.Threading.Tasks;

public class CreateBackupWithEncryptionKeyAsyncSample
{
    public async Task<Backup> CreateBackupWithEncryptionKeyAsync(string projectId, string instanceId, string databaseId, string backupId, CryptoKeyName kmsKeyName)
    {
        // Create a DatabaseAdminClient instance.
        DatabaseAdminClient databaseAdminClient = DatabaseAdminClient.Create();

        // Create the CreateBackupRequest with encryption configuration.
        CreateBackupRequest request = new CreateBackupRequest
        {
            ParentAsInstanceName = InstanceName.FromProjectInstance(projectId, instanceId),
            BackupId = backupId,
            Backup = new Backup
            {
                DatabaseAsDatabaseName = DatabaseName.FromProjectInstanceDatabase(projectId, instanceId, databaseId),
                ExpireTime = DateTime.UtcNow.AddDays(14).ToTimestamp(),
            },
            EncryptionConfig = new CreateBackupEncryptionConfig
            {
                EncryptionType = CreateBackupEncryptionConfig.Types.EncryptionType.CustomerManagedEncryption,
                KmsKeyNameAsCryptoKeyName = kmsKeyName,
            },
        };
        // Execute the CreateBackup request.
        var operation = await databaseAdminClient.CreateBackupAsync(request);

        Console.WriteLine("Waiting for the operation to finish.");

        // Poll until the returned long-running operation is complete.
        var completedResponse = await operation.PollUntilCompletedAsync();
        if (completedResponse.IsFaulted)
        {
            Console.WriteLine($"Error while creating backup: {completedResponse.Exception}");
            throw completedResponse.Exception;
        }

        var backup = completedResponse.Result;
        Console.WriteLine($"Backup {backup.Name} of size {backup.SizeBytes} bytes " +
                      $"was created at {backup.CreateTime} " +
                      $"using encryption key {kmsKeyName}");
        return backup;
    }
}

C++

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:

void CreateBackupWithEncryptionKey(
    google::cloud::spanner_admin::DatabaseAdminClient client,
    std::string const& project_id, std::string const& instance_id,
    std::string const& database_id, std::string const& backup_id,
    google::cloud::spanner::Timestamp expire_time,
    google::cloud::spanner::Timestamp version_time,
    google::cloud::KmsKeyName const& encryption_key) {
  google::cloud::spanner::Database database(project_id, instance_id,
                                            database_id);
  google::spanner::admin::database::v1::CreateBackupRequest request;
  request.set_parent(database.instance().FullName());
  request.set_backup_id(backup_id);
  request.mutable_backup()->set_database(database.FullName());
  *request.mutable_backup()->mutable_expire_time() =
      expire_time.get<google::protobuf::Timestamp>().value();
  *request.mutable_backup()->mutable_version_time() =
      version_time.get<google::protobuf::Timestamp>().value();
  request.mutable_encryption_config()->set_encryption_type(
      google::spanner::admin::database::v1::CreateBackupEncryptionConfig::
          CUSTOMER_MANAGED_ENCRYPTION);
  request.mutable_encryption_config()->set_kms_key_name(
      encryption_key.FullName());
  auto backup = client.CreateBackup(request).get();
  if (!backup) throw std::move(backup).status();
  std::cout
      << "Backup " << backup->name() << " of " << backup->database()
      << " of size " << backup->size_bytes() << " bytes as of "
      << google::cloud::spanner::MakeTimestamp(backup->version_time()).value()
      << " was created at "
      << google::cloud::spanner::MakeTimestamp(backup->create_time()).value()
      << " using encryption key " << encryption_key.FullName() << ".\n";
}

Go

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:


import (
	"context"
	"fmt"
	"io"
	"regexp"
	"time"

	database "cloud.google.com/go/spanner/admin/database/apiv1"
	adminpb "cloud.google.com/go/spanner/admin/database/apiv1/databasepb"
	pbt "github.com/golang/protobuf/ptypes/timestamp"
)

func createBackupWithCustomerManagedEncryptionKey(ctx context.Context, w io.Writer, db, backupID, kmsKeyName string) error {
	// db = `projects/<project>/instances/<instance-id>/database/<database-id>`
	// backupID = `my-backup-id`
	// kmsKeyName = `projects/<project>/locations/<location>/keyRings/<key_ring>/cryptoKeys/<kms_key_name>`
	matches := regexp.MustCompile("^(.+)/databases/(.+)$").FindStringSubmatch(db)
	if matches == nil || len(matches) != 3 {
		return fmt.Errorf("createBackupWithCustomerManagedEncryptionKey: invalid database id %q", db)
	}
	instanceName := matches[1]

	adminClient, err := database.NewDatabaseAdminClient(ctx)
	if err != nil {
		return fmt.Errorf("createBackupWithCustomerManagedEncryptionKey.NewDatabaseAdminClient: %w", err)
	}
	defer adminClient.Close()

	expireTime := time.Now().AddDate(0, 0, 14)
	// Create a backup for a database using a Customer Managed Encryption Key
	req := adminpb.CreateBackupRequest{
		Parent:   instanceName,
		BackupId: backupID,
		Backup: &adminpb.Backup{
			Database:   db,
			ExpireTime: &pbt.Timestamp{Seconds: expireTime.Unix(), Nanos: int32(expireTime.Nanosecond())},
		},
		EncryptionConfig: &adminpb.CreateBackupEncryptionConfig{
			KmsKeyName:     kmsKeyName,
			EncryptionType: adminpb.CreateBackupEncryptionConfig_CUSTOMER_MANAGED_ENCRYPTION,
		},
	}
	op, err := adminClient.CreateBackup(ctx, &req)
	if err != nil {
		return fmt.Errorf("createBackupWithCustomerManagedEncryptionKey.CreateBackup: %w", err)
	}
	// Wait for backup operation to complete.
	backup, err := op.Wait(ctx)
	if err != nil {
		return fmt.Errorf("createBackupWithCustomerManagedEncryptionKey.Wait: %w", err)
	}

	// Get the name, create time, backup size and encryption key from the backup.
	backupCreateTime := time.Unix(backup.CreateTime.Seconds, int64(backup.CreateTime.Nanos))
	fmt.Fprintf(w,
		"Backup %s of size %d bytes was created at %s using encryption key %s\n",
		backup.Name,
		backup.SizeBytes,
		backupCreateTime.Format(time.RFC3339),
		kmsKeyName)
	return nil
}

Java

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:


import com.google.cloud.spanner.Spanner;
import com.google.cloud.spanner.SpannerExceptionFactory;
import com.google.cloud.spanner.SpannerOptions;
import com.google.cloud.spanner.admin.database.v1.DatabaseAdminClient;
import com.google.protobuf.Timestamp;
import com.google.spanner.admin.database.v1.Backup;
import com.google.spanner.admin.database.v1.BackupName;
import com.google.spanner.admin.database.v1.CreateBackupEncryptionConfig;
import com.google.spanner.admin.database.v1.CreateBackupEncryptionConfig.EncryptionType;
import com.google.spanner.admin.database.v1.CreateBackupRequest;
import com.google.spanner.admin.database.v1.DatabaseName;
import com.google.spanner.admin.database.v1.InstanceName;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;
import org.threeten.bp.LocalDateTime;
import org.threeten.bp.OffsetDateTime;

public class CreateBackupWithEncryptionKey {

  static void createBackupWithEncryptionKey() {
    // TODO(developer): Replace these variables before running the sample.
    String projectId = "my-project";
    String instanceId = "my-instance";
    String databaseId = "my-database";
    String backupId = "my-backup";
    String kmsKeyName =
        "projects/" + projectId + "/locations/<location>/keyRings/<keyRing>/cryptoKeys/<keyId>";

    try (Spanner spanner =
        SpannerOptions.newBuilder().setProjectId(projectId).build().getService();
        DatabaseAdminClient adminClient = spanner.createDatabaseAdminClient()) {
      createBackupWithEncryptionKey(
          adminClient,
          projectId,
          instanceId,
          databaseId,
          backupId,
          kmsKeyName);
    }
  }

  static Void createBackupWithEncryptionKey(DatabaseAdminClient adminClient,
      String projectId, String instanceId, String databaseId, String backupId, String kmsKeyName) {
    // Set expire time to 14 days from now.
    final Timestamp expireTime =
        Timestamp.newBuilder().setSeconds(TimeUnit.MILLISECONDS.toSeconds((
            System.currentTimeMillis() + TimeUnit.DAYS.toMillis(14)))).build();
    final BackupName backupName = BackupName.of(projectId, instanceId, backupId);
    Backup backup = Backup.newBuilder()
        .setName(backupName.toString())
        .setDatabase(DatabaseName.of(projectId, instanceId, databaseId).toString())
        .setExpireTime(expireTime).build();

    final CreateBackupRequest request =
        CreateBackupRequest.newBuilder()
            .setParent(InstanceName.of(projectId, instanceId).toString())
            .setBackupId(backupId)
            .setBackup(backup)
            .setEncryptionConfig(
                CreateBackupEncryptionConfig.newBuilder()
                    .setEncryptionType(EncryptionType.CUSTOMER_MANAGED_ENCRYPTION)
                    .setKmsKeyName(kmsKeyName).build()).build();
    try {
      System.out.println("Waiting for operation to complete...");
      backup = adminClient.createBackupAsync(request).get(1200, TimeUnit.SECONDS);
    } catch (ExecutionException e) {
      // If the operation failed during execution, expose the cause.
      throw SpannerExceptionFactory.asSpannerException(e.getCause());
    } catch (InterruptedException e) {
      // Throw when a thread is waiting, sleeping, or otherwise occupied,
      // and the thread is interrupted, either before or during the activity.
      throw SpannerExceptionFactory.propagateInterrupt(e);
    } catch (TimeoutException e) {
      // If the operation timed out propagates the timeout
      throw SpannerExceptionFactory.propagateTimeout(e);
    }
    System.out.printf(
        "Backup %s of size %d bytes was created at %s using encryption key %s%n",
        backup.getName(),
        backup.getSizeBytes(),
        LocalDateTime.ofEpochSecond(
            backup.getCreateTime().getSeconds(),
            backup.getCreateTime().getNanos(),
            OffsetDateTime.now().getOffset()),
        kmsKeyName
    );

    return null;
  }
}

Node.js

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:


// Imports the Google Cloud client library
const {Spanner, protos} = require('@google-cloud/spanner');
const {PreciseDate} = require('@google-cloud/precise-date');

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const backupId = 'my-backup';
// const keyName =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key';

// Creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

// Creates a new backup of the database
try {
  console.log(
    `Creating backup of database ${databaseAdminClient.databasePath(
      projectId,
      instanceId,
      databaseId
    )}.`
  );

  // Expire backup 14 days in the future
  const expireTime = Date.now() + 1000 * 60 * 60 * 24 * 14;

  // Create a backup of the state of the database at the current time.
  const [operation] = await databaseAdminClient.createBackup({
    parent: databaseAdminClient.instancePath(projectId, instanceId),
    backupId: backupId,
    backup: (protos.google.spanner.admin.database.v1.Backup = {
      database: databaseAdminClient.databasePath(
        projectId,
        instanceId,
        databaseId
      ),
      expireTime: Spanner.timestamp(expireTime).toStruct(),
      name: databaseAdminClient.backupPath(projectId, instanceId, backupId),
    }),
    encryptionConfig: {
      encryptionType: 'CUSTOMER_MANAGED_ENCRYPTION',
      kmsKeyName: keyName,
    },
  });

  console.log(
    `Waiting for backup ${databaseAdminClient.backupPath(
      projectId,
      instanceId,
      backupId
    )} to complete...`
  );
  await operation.promise();

  // Verify backup is ready
  const [backupInfo] = await databaseAdminClient.getBackup({
    name: databaseAdminClient.backupPath(projectId, instanceId, backupId),
  });
  if (backupInfo.state === 'READY') {
    console.log(
      `Backup ${backupInfo.name} of size ` +
        `${backupInfo.sizeBytes} bytes was created at ` +
        `${new PreciseDate(backupInfo.createTime).toISOString()} ` +
        `using encryption key ${backupInfo.encryptionInfo.kmsKeyVersion}`
    );
  } else {
    console.error('ERROR: Backup is not ready.');
  }
} catch (err) {
  console.error('ERROR:', err);
} finally {
  // Close the spanner client when finished.
  // The databaseAdminClient does not require explicit closure. The closure of the Spanner client will automatically close the databaseAdminClient.
  spanner.close();
}

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const backupId = 'my-backup';
// const kmsKeyNames =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key1,
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key2';

// Imports the Google Cloud client library
const {Spanner, protos} = require('@google-cloud/spanner');
const {PreciseDate} = require('@google-cloud/precise-date');

// Creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();
async function createBackupWithMultipleKmsKeys() {
  // Creates a new backup of the database
  try {
    console.log(
      `Creating backup of database ${databaseAdminClient.databasePath(
        projectId,
        instanceId,
        databaseId
      )}.`
    );

    // Expire backup 14 days in the future
    const expireTime = Date.now() + 1000 * 60 * 60 * 24 * 14;

    // Create a backup of the state of the database at the current time.
    const [operation] = await databaseAdminClient.createBackup({
      parent: databaseAdminClient.instancePath(projectId, instanceId),
      backupId: backupId,
      backup: (protos.google.spanner.admin.database.v1.Backup = {
        database: databaseAdminClient.databasePath(
          projectId,
          instanceId,
          databaseId
        ),
        expireTime: Spanner.timestamp(expireTime).toStruct(),
        name: databaseAdminClient.backupPath(projectId, instanceId, backupId),
      }),
      encryptionConfig: {
        encryptionType: 'CUSTOMER_MANAGED_ENCRYPTION',
        kmsKeyNames: kmsKeyNames.split(','),
      },
    });

    console.log(
      `Waiting for backup ${databaseAdminClient.backupPath(
        projectId,
        instanceId,
        backupId
      )} to complete...`
    );
    await operation.promise();

    // Verify backup is ready
    const [backupInfo] = await databaseAdminClient.getBackup({
      name: databaseAdminClient.backupPath(projectId, instanceId, backupId),
    });

    const kmsKeyVersions = backupInfo.encryptionInformation
      .map(encryptionInfo => encryptionInfo.kmsKeyVersion)
      .join(', ');

    if (backupInfo.state === 'READY') {
      console.log(
        `Backup ${backupInfo.name} of size ` +
          `${backupInfo.sizeBytes} bytes was created at ` +
          `${new PreciseDate(backupInfo.createTime).toISOString()} ` +
          `using encryption key ${kmsKeyVersions}`
      );
    } else {
      console.error('ERROR: Backup is not ready.');
    }
  } catch (err) {
    console.error('ERROR:', err);
  } finally {
    // Close the spanner client when finished.
    // The databaseAdminClient does not require explicit closure. The closure of the Spanner client will automatically close the databaseAdminClient.
    spanner.close();
  }
}
createBackupWithMultipleKmsKeys();

PHP

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:

use Google\Cloud\Spanner\Admin\Database\V1\Backup;
use \Google\Cloud\Spanner\Admin\Database\V1\Backup\State;
use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\CreateBackupEncryptionConfig;
use Google\Cloud\Spanner\Admin\Database\V1\CreateBackupRequest;
use Google\Cloud\Spanner\Admin\Database\V1\GetBackupRequest;
use Google\Protobuf\Timestamp;

/**
 * Create an encrypted backup.
 * Example:
 * ```
 * create_backup_with_encryption_key($projectId, $instanceId, $databaseId, $backupId, $kmsKeyName);
 * ```
 *
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string $backupId The Spanner backup ID.
 * @param string $kmsKeyName The KMS key used for encryption.
 */
function create_backup_with_encryption_key(
    string $projectId,
    string $instanceId,
    string $databaseId,
    string $backupId,
    string $kmsKeyName
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceFullName = DatabaseAdminClient::instanceName($projectId, $instanceId);
    $databaseFullName = DatabaseAdminClient::databaseName($projectId, $instanceId, $databaseId);
    $expireTime = new Timestamp();
    $expireTime->setSeconds((new \DateTime('+14 days'))->getTimestamp());
    $request = new CreateBackupRequest([
        'parent' => $instanceFullName,
        'backup_id' => $backupId,
        'encryption_config' => new CreateBackupEncryptionConfig([
            'kms_key_name' => $kmsKeyName,
            'encryption_type' => CreateBackupEncryptionConfig\EncryptionType::CUSTOMER_MANAGED_ENCRYPTION
        ]),
        'backup' => new Backup([
            'database' => $databaseFullName,
            'expire_time' => $expireTime
        ])
    ]);

    $operation = $databaseAdminClient->createBackup($request);

    print('Waiting for operation to complete...' . PHP_EOL);
    $operation->pollUntilComplete();

    $request = new GetBackupRequest();
    $request->setName($databaseAdminClient->backupName($projectId, $instanceId, $backupId));
    $info = $databaseAdminClient->getBackup($request);
    if (State::name($info->getState()) == 'READY') {
        printf(
            'Backup %s of size %d bytes was created at %d using encryption key %s' . PHP_EOL,
            basename($info->getName()),
            $info->getSizeBytes(),
            $info->getCreateTime()->getSeconds(),
            $info->getEncryptionInfo()->getKmsKeyVersion()
        );
    } else {
        print('Backup is not ready!' . PHP_EOL);
    }
}

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

use Google\Cloud\Spanner\Admin\Database\V1\Backup;
use \Google\Cloud\Spanner\Admin\Database\V1\Backup\State;
use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\CreateBackupEncryptionConfig;
use Google\Cloud\Spanner\Admin\Database\V1\CreateBackupRequest;
use Google\Cloud\Spanner\Admin\Database\V1\GetBackupRequest;
use Google\Protobuf\Timestamp;

/**
 * Create a CMEK backup.
 * Example:
 * ```
 * create_backup_with_mr_cmek($projectId, $instanceId, $databaseId, $backupId, $kmsKeyNames);
 * ```
 *
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string $backupId The Spanner backup ID.
 * @param string[] $kmsKeyNames The KMS keys used for encryption.
 */
function create_backup_with_mr_cmek(
    string $projectId,
    string $instanceId,
    string $databaseId,
    string $backupId,
    array $kmsKeyNames
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceFullName = DatabaseAdminClient::instanceName($projectId, $instanceId);
    $databaseFullName = DatabaseAdminClient::databaseName($projectId, $instanceId, $databaseId);
    $expireTime = new Timestamp();
    $expireTime->setSeconds((new \DateTime('+14 days'))->getTimestamp());
    $request = new CreateBackupRequest([
        'parent' => $instanceFullName,
        'backup_id' => $backupId,
        'encryption_config' => new CreateBackupEncryptionConfig([
            'kms_key_names' => $kmsKeyNames,
            'encryption_type' => CreateBackupEncryptionConfig\EncryptionType::CUSTOMER_MANAGED_ENCRYPTION
        ]),
        'backup' => new Backup([
            'database' => $databaseFullName,
            'expire_time' => $expireTime
        ])
    ]);

    $operation = $databaseAdminClient->createBackup($request);

    print('Waiting for operation to complete...' . PHP_EOL);
    $operation->pollUntilComplete();

    $request = new GetBackupRequest();
    $request->setName($databaseAdminClient->backupName($projectId, $instanceId, $backupId));
    $info = $databaseAdminClient->getBackup($request);
    if (State::name($info->getState()) == 'READY') {
        $kmsKeyVersions = [];
        foreach ($info->getEncryptionInformation() as $encryptionInfo) {
            $kmsKeyVersions[] = $encryptionInfo->getKmsKeyVersion();
        }
        printf(
            'Backup %s of size %d bytes was created at %d using encryption keys %s' . PHP_EOL,
            basename($info->getName()),
            $info->getSizeBytes(),
            $info->getCreateTime()->getSeconds(),
            print_r($kmsKeyVersions, true)
        );
    } else {
        print('Backup is not ready!' . PHP_EOL);
    }
}

Python

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:

def create_backup_with_encryption_key(
    instance_id, database_id, backup_id, kms_key_name
):
    """Creates a backup for a database using a Customer Managed Encryption Key (CMEK)."""

    from google.cloud.spanner_admin_database_v1 import CreateBackupEncryptionConfig
    from google.cloud.spanner_admin_database_v1.types import backup as backup_pb

    spanner_client = spanner.Client()
    database_admin_api = spanner_client.database_admin_api

    # Create a backup
    expire_time = datetime.utcnow() + timedelta(days=14)
    encryption_config = {
        "encryption_type": CreateBackupEncryptionConfig.EncryptionType.CUSTOMER_MANAGED_ENCRYPTION,
        "kms_key_name": kms_key_name,
    }
    request = backup_pb.CreateBackupRequest(
        parent=database_admin_api.instance_path(spanner_client.project, instance_id),
        backup_id=backup_id,
        backup=backup_pb.Backup(
            database=database_admin_api.database_path(
                spanner_client.project, instance_id, database_id
            ),
            expire_time=expire_time,
        ),
        encryption_config=encryption_config,
    )
    operation = database_admin_api.create_backup(request)

    # Wait for backup operation to complete.
    backup = operation.result(2100)

    # Verify that the backup is ready.
    assert backup.state == backup_pb.Backup.State.READY

    # Get the name, create time, backup size and encryption key.
    print(
        "Backup {} of size {} bytes was created at {} using encryption key {}".format(
            backup.name, backup.size_bytes, backup.create_time, kms_key_name
        )
    )

Ruby

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance regional:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID"
# backup_id = "Your Spanner backup ID"
# kms_key_name = "Your backup encryption database KMS key"

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path project: project_id, instance: instance_id
db_path = database_admin_client.database_path project: project_id,
                                              instance: instance_id,
                                              database: database_id
backup_path = database_admin_client.backup_path project: project_id,
                                                instance: instance_id,
                                                backup: backup_id
expire_time = Time.now + (14 * 24 * 3600) # 14 days from now
encryption_config = {
  encryption_type: :CUSTOMER_MANAGED_ENCRYPTION,
  kms_key_name:    kms_key_name
}

job = database_admin_client.create_backup parent: instance_path,
                                          backup_id: backup_id,
                                          backup: {
                                            database: db_path,
                                              expire_time: expire_time
                                          },
                                          encryption_config: encryption_config

puts "Backup operation in progress"

job.wait_until_done!

backup = database_admin_client.get_backup name: backup_path
puts "Backup #{backup_id} of size #{backup.size_bytes} bytes was created at #{backup.create_time} using encryption key #{kms_key_name}"

Untuk membuat cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID"
# backup_id = "Your Spanner backup ID"
# kms_key_names = ["key1", "key2", "key3"]

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path(
  project: project_id, instance: instance_id
)
db_path = database_admin_client.database_path project: project_id,
                                              instance: instance_id,
                                              database: database_id
backup_path = database_admin_client.backup_path project: project_id,
                                                instance: instance_id,
                                                backup: backup_id
expire_time = Time.now + (14 * 24 * 3600) # 14 days from now
encryption_config = {
  encryption_type: :CUSTOMER_MANAGED_ENCRYPTION,
  kms_key_names:    kms_key_names
}

job = database_admin_client.create_backup parent: instance_path,
                                          backup_id: backup_id,
                                          backup: {
                                            database: db_path,
                                            expire_time: expire_time
                                          },
                                          encryption_config: encryption_config

puts "Backup operation in progress"

job.wait_until_done!

backup = database_admin_client.get_backup name: backup_path
puts "Backup #{backup_id} of size #{backup.size_bytes} bytes was created " \
     "at #{backup.create_time} using encryption key #{kms_key_names}"

Menyalin cadangan

Anda dapat menyalin cadangan database Spanner dari satu instance ke instance lain di region atau project yang berbeda. Secara default, cadangan yang disalin menggunakan konfigurasi enkripsi yang sama, baik yang dikelola Google maupun yang dikelola pelanggan, sebagai enkripsi cadangan sumbernya. Anda dapat mengganti perilaku ini dengan menentukan konfigurasi enkripsi yang berbeda saat menyalin cadangan. Jika Anda ingin cadangan yang disalin dienkripsi dengan CMEK saat menyalin di seluruh region, tentukan kunci Cloud KMS yang sesuai dengan region tujuan.

Konsol

Gunakan konsol untuk menyalin cadangan dalam konfigurasi instance regional.

  1. Di konsol Google Cloud, buka halaman Instance.

    Buka Instance Spanner

  2. Klik nama instance yang berisi database yang ingin Anda cadangkan.

  3. Klik database.

  4. Di panel navigasi, klik Backup/Restore.

  5. Di tabel Pencadangan, pilih Tindakan untuk pencadangan Anda, lalu klik Salin.

  6. Isi formulir dengan memilih instance tujuan, memberikan nama, dan memilih tanggal habis masa berlaku untuk salinan cadangan.

  7. Opsional: Jika Anda ingin menggunakan konfigurasi enkripsi yang berbeda untuk pencadangan, klik Tampilkan opsi enkripsi.

    a. Pilih Kunci Cloud KMS.

    a. Pilih kunci dari menu drop-down.

    Daftar kunci dibatasi untuk project Google Cloud saat ini. Untuk menggunakan kunci dari project Google Cloud yang berbeda, buat database menggunakan gcloud CLI, bukan konsol Google Cloud.

  8. Klik Copy.

gcloud

Untuk menyalin cadangan, dengan konfigurasi enkripsi baru, ke instance lain dalam project yang sama, jalankan perintah gcloud spanner backups copy berikut:

gcloud spanner backups copy --async \
    --source-instance=INSTANCE_ID \
    --source-backup=SOURCE_BACKUP_NAME \
    --destination-instance=DESTINATION_INSTANCE_ID \
    --destination-backup=DESTINATION_BACKUP_NAME \
    --expiration-date=EXPIRATION_DATE \
    --encryption-type=CUSTOMER_MANAGED_ENCRYPTION \
    --kms-keys=KMS_KEY_1[, KMS_KEY_2 ... ]

Untuk menyalin cadangan, dengan konfigurasi enkripsi baru, ke instance lain dalam project lain, jalankan perintah gcloud spanner backups copy berikut:

gcloud spanner backups copy --async \
    --source-backup=SOURCE_BACKUP_NAME \
    --destination-backup=DESTINATION_BACKUP_NAME \
    --encryption-type=CUSTOMER_MANAGED_ENCRYPTION \
    --kms-keys=KMS_KEY_1[, KMS_KEY_2 ... ]

Untuk memverifikasi bahwa cadangan yang disalin dienkripsi CMEK:

gcloud spanner backups describe BACKUP \
    --project=SPANNER_PROJECT_ID \
    --instance=INSTANCE_ID

Library klien

Node.js

Untuk menyalin cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

/**
 * TODO(developer): Uncomment these variables before running the sample.
 */
// const instanceId = 'my-instance';
// const backupId = 'my-backup',
// const sourceBackupPath = 'projects/my-project-id/instances/my-source-instance/backups/my-source-backup',
// const projectId = 'my-project-id';
// const kmsKeyNames =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key1,
//   projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key2';

// Imports the Google Cloud Spanner client library
const {Spanner} = require('@google-cloud/spanner');
const {PreciseDate} = require('@google-cloud/precise-date');

// Creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

async function spannerCopyBackupWithMultipleKmsKeys() {
  // Expire copy backup 14 days in the future
  const expireTime = Spanner.timestamp(
    Date.now() + 1000 * 60 * 60 * 24 * 14
  ).toStruct();

  // Copy the source backup
  try {
    console.log(`Creating copy of the source backup ${sourceBackupPath}.`);
    const [operation] = await databaseAdminClient.copyBackup({
      parent: databaseAdminClient.instancePath(projectId, instanceId),
      sourceBackup: sourceBackupPath,
      backupId: backupId,
      expireTime: expireTime,
      kmsKeyNames: kmsKeyNames.split(','),
    });

    console.log(
      `Waiting for backup copy ${databaseAdminClient.backupPath(
        projectId,
        instanceId,
        backupId
      )} to complete...`
    );
    await operation.promise();

    // Verify the copy backup is ready
    const [copyBackup] = await databaseAdminClient.getBackup({
      name: databaseAdminClient.backupPath(projectId, instanceId, backupId),
    });

    if (copyBackup.state === 'READY') {
      console.log(
        `Backup copy ${copyBackup.name} of size ` +
          `${copyBackup.sizeBytes} bytes was created at ` +
          `${new PreciseDate(copyBackup.createTime).toISOString()} ` +
          'with version time ' +
          `${new PreciseDate(copyBackup.versionTime).toISOString()}`
      );
    } else {
      console.error('ERROR: Copy of backup is not ready.');
    }
  } catch (err) {
    console.error('ERROR:', err);
  }
}
spannerCopyBackupWithMultipleKmsKeys();

PHP

Untuk menyalin cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\CopyBackupRequest;
use Google\Cloud\Spanner\Admin\Database\V1\CopyBackupEncryptionConfig;
use Google\Protobuf\Timestamp;

/**
 * Copy a MR CMEK backup.
 * Example:
 * ```
 * copy_backup_with_mr_cmek($projectId, $instanceId, $sourceBackupId, $backupId, $kmsKeyNames);
 * ```
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $sourceBackupId The Spanner source backup ID.
 * @param string $backupId The Spanner backup ID.
 * @param string[] $kmsKeyNames The KMS keys used for encryption.
 */
/**
 * Create a copy MR CMEK backup from another source backup.
 * Example:
 * ```
 * copy_backup_with_mr_cmek($projectId, $destInstanceId, $destBackupId, $sourceInstanceId, $sourceBackupId, $kmsKeyNames);
 * ```
 *
 * @param string $projectId The Google Cloud project ID.
 * @param string $destInstanceId The Spanner instance ID where the copy backup will reside.
 * @param string $destBackupId The Spanner backup ID of the new backup to be created.
 * @param string $sourceInstanceId The Spanner instance ID of the source backup.
 * @param string $sourceBackupId The Spanner backup ID of the source.
* @param string[] $kmsKeyNames The KMS keys used for encryption.
 */
function copy_backup_with_mr_cmek(
    string $projectId,
    string $destInstanceId,
    string $destBackupId,
    string $sourceInstanceId,
    string $sourceBackupId,
    array $kmsKeyNames
): void {
    $databaseAdminClient = new DatabaseAdminClient();

    $destInstanceFullName = DatabaseAdminClient::instanceName($projectId, $destInstanceId);
    $expireTime = new Timestamp();
    $expireTime->setSeconds((new \DateTime('+8 hours'))->getTimestamp());
    $sourceBackupFullName = DatabaseAdminClient::backupName($projectId, $sourceInstanceId, $sourceBackupId);
    $request = new CopyBackupRequest([
        'source_backup' => $sourceBackupFullName,
        'parent' => $destInstanceFullName,
        'backup_id' => $destBackupId,
        'expire_time' => $expireTime,
        'encryption_config' => new CopyBackupEncryptionConfig([
            'kms_key_names' => $kmsKeyNames,
            'encryption_type' => CopyBackupEncryptionConfig\EncryptionType::CUSTOMER_MANAGED_ENCRYPTION
        ])
    ]);

    $operationResponse = $databaseAdminClient->copyBackup($request);
    $operationResponse->pollUntilComplete();

    if (!$operationResponse->operationSucceeded()) {
        $error = $operationResponse->getError();
        printf('Backup not created due to error: %s.' . PHP_EOL, $error->getMessage());
        return;
    }
    $destBackupInfo = $operationResponse->getResult();
    $kmsKeyVersions = [];
    foreach ($destBackupInfo->getEncryptionInformation() as $encryptionInfo) {
        $kmsKeyVersions[] = $encryptionInfo->getKmsKeyVersion();
    }
    printf(
        'Backup %s of size %d bytes was copied at %d from the source backup %s using encryption keys %s' . PHP_EOL,
        basename($destBackupInfo->getName()),
        $destBackupInfo->getSizeBytes(),
        $destBackupInfo->getCreateTime()->getSeconds(),
        $sourceBackupId,
        print_r($kmsKeyVersions, true)
    );
    printf('Version time of the copied backup: %d' . PHP_EOL, $destBackupInfo->getVersionTime()->getSeconds());
}

Ruby

Untuk menyalin cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

# project_id  = "Your Google Cloud project ID"
# instance_id = "The ID of the destination instance that will contain the backup copy"
# backup_id = "The ID of the backup copy"
# source_backup = "The source backup to be copied"
# kms_key_names = ["key1", "key2", "key3"]

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path(
  project: project_id, instance: instance_id
)
backup_path = database_admin_client.backup_path project: project_id,
                                                instance: instance_id,
                                                backup: backup_id
source_backup = database_admin_client.backup_path project: project_id,
                                                  instance: instance_id,
                                                  backup: source_backup_id

expire_time = Time.now + (14 * 24 * 3600) # 14 days from now
encryption_config = {
  encryption_type: :CUSTOMER_MANAGED_ENCRYPTION,
  kms_key_names:    kms_key_names
}

job = database_admin_client.copy_backup parent: instance_path,
                                        backup_id: backup_id,
                                        source_backup: source_backup,
                                        expire_time: expire_time,
                                        encryption_config: encryption_config

puts "Copy backup operation in progress"

job.wait_until_done!

backup = database_admin_client.get_backup name: backup_path
puts "Backup #{backup_id} of size #{backup.size_bytes} bytes was copied at " \
     "#{backup.create_time} from #{source_backup} for version " \
     "#{backup.version_time} using encryption keys #{kms_key_names}"

Memulihkan dari cadangan

Anda dapat memulihkan cadangan database Spanner ke dalam database baru. Secara default, database yang dipulihkan dari cadangan menggunakan konfigurasi enkripsi yang sama dengan cadangan itu sendiri, tetapi Anda dapat mengganti perilaku ini dengan menentukan konfigurasi enkripsi yang berbeda untuk database yang dipulihkan. Jika cadangan dilindungi oleh CMEK, versi kunci yang digunakan untuk membuat cadangan harus tersedia agar dapat didekripsi.

Konsol

Gunakan konsol untuk memulihkan cadangan dalam konfigurasi instance regional.

  1. Di konsol Google Cloud, buka halaman Instance.

    Buka Instance Spanner

  2. Klik instance yang berisi database yang ingin Anda pulihkan.

  3. Klik database.

  4. Di panel navigasi, klik Backup/Restore.

  5. Di tabel Pencadangan, pilih Tindakan untuk pencadangan Anda, lalu klik Pulihkan.

  6. Pilih instance yang akan dipulihkan dan beri nama database yang dipulihkan.

  7. Opsional: Jika Anda ingin menggunakan konfigurasi enkripsi yang berbeda dengan database yang dipulihkan, klik penggeser di samping Gunakan enkripsi yang ada.

    a. Pilih Kunci Cloud KMS.

    a. Pilih kunci dari menu drop-down.

    Daftar kunci dibatasi untuk project Google Cloud saat ini. Untuk menggunakan kunci dari project Google Cloud yang berbeda, buat database menggunakan gcloud CLI, bukan konsol Google Cloud.

  8. Klik Pulihkan.

gcloud

Untuk memulihkan cadangan, dengan konfigurasi enkripsi baru, jalankan perintah gcloud spanner databases restore berikut:

gcloud spanner databases restore --async \
    --project=SPANNER_PROJECT_ID \
    --destination-instance=DESTINATION_INSTANCE_ID \
    --destination-database=DESTINATION_DATABASE_ID \
    --source-instance=SOURCE_INSTANCE_ID \
    --source-backup=SOURCE_BACKUP_NAME

Untuk memverifikasi bahwa database yang dipulihkan dienkripsi CMEK:

gcloud spanner databases describe DATABASE \
    --project=SPANNER_PROJECT_ID \
    --instance=INSTANCE_ID

Untuk informasi selengkapnya, lihat Memulihkan dari cadangan.

Library klien

C#

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:


using Google.Cloud.Spanner.Admin.Database.V1;
using Google.Cloud.Spanner.Common.V1;
using System;
using System.Threading.Tasks;

public class RestoreDatabaseWithEncryptionAsyncSample
{
    public async Task<Database> RestoreDatabaseWithEncryptionAsync(string projectId, string instanceId, string databaseId, string backupId, CryptoKeyName kmsKeyName)
    {
        // Create a DatabaseAdminClient instance.
        DatabaseAdminClient databaseAdminClient = DatabaseAdminClient.Create();

        // Create the RestoreDatabaseRequest with encryption configuration.
        RestoreDatabaseRequest request = new RestoreDatabaseRequest
        {
            ParentAsInstanceName = InstanceName.FromProjectInstance(projectId, instanceId),
            DatabaseId = databaseId,
            BackupAsBackupName = BackupName.FromProjectInstanceBackup(projectId, instanceId, backupId),
            EncryptionConfig = new RestoreDatabaseEncryptionConfig
            {
                EncryptionType = RestoreDatabaseEncryptionConfig.Types.EncryptionType.CustomerManagedEncryption,
                KmsKeyNameAsCryptoKeyName = kmsKeyName,
            }
        };
        // Execute the RestoreDatabase request.
        var operation = await databaseAdminClient.RestoreDatabaseAsync(request);

        Console.WriteLine("Waiting for the operation to finish.");

        // Poll until the returned long-running operation is complete.
        var completedResponse = await operation.PollUntilCompletedAsync();
        if (completedResponse.IsFaulted)
        {
            Console.WriteLine($"Error while restoring database: {completedResponse.Exception}");
            throw completedResponse.Exception;
        }

        var database = completedResponse.Result;
        var restoreInfo = database.RestoreInfo;
        Console.WriteLine($"Database {restoreInfo.BackupInfo.SourceDatabase} " +
            $"restored to {database.Name} " +
            $"from backup {restoreInfo.BackupInfo.Backup} " +
            $"using encryption key {database.EncryptionConfig.KmsKeyName}");
        return database;
    }
}

C++

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:

void RestoreDatabaseWithEncryptionKey(
    google::cloud::spanner_admin::DatabaseAdminClient client,
    std::string const& project_id, std::string const& instance_id,
    std::string const& database_id, std::string const& backup_id,
    google::cloud::KmsKeyName const& encryption_key) {
  google::cloud::spanner::Database database(project_id, instance_id,
                                            database_id);
  google::cloud::spanner::Backup backup(database.instance(), backup_id);
  google::spanner::admin::database::v1::RestoreDatabaseRequest request;
  request.set_parent(database.instance().FullName());
  request.set_database_id(database.database_id());
  request.set_backup(backup.FullName());
  request.mutable_encryption_config()->set_encryption_type(
      google::spanner::admin::database::v1::RestoreDatabaseEncryptionConfig::
          CUSTOMER_MANAGED_ENCRYPTION);
  request.mutable_encryption_config()->set_kms_key_name(
      encryption_key.FullName());
  auto restored_db = client.RestoreDatabase(request).get();
  if (!restored_db) throw std::move(restored_db).status();
  std::cout << "Database";
  if (restored_db->restore_info().source_type() ==
      google::spanner::admin::database::v1::BACKUP) {
    auto const& backup_info = restored_db->restore_info().backup_info();
    std::cout << " " << backup_info.source_database() << " as of "
              << google::cloud::spanner::MakeTimestamp(
                     backup_info.version_time())
                     .value();
  }
  std::cout << " restored to " << restored_db->name();
  std::cout << " from backup " << backup.FullName();
  std::cout << " using encryption key " << encryption_key.FullName();
  std::cout << ".\n";
}

Go

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:


import (
	"context"
	"fmt"
	"io"
	"regexp"

	database "cloud.google.com/go/spanner/admin/database/apiv1"
	adminpb "cloud.google.com/go/spanner/admin/database/apiv1/databasepb"
)

func restoreBackupWithCustomerManagedEncryptionKey(ctx context.Context, w io.Writer, db, backupID, kmsKeyName string) error {
	// db = `projects/<project>/instances/<instance-id>/database/<database-id>`
	// backupID = `my-backup-id`
	// kmsKeyName = `projects/<project>/locations/<location>/keyRings/<key_ring>/cryptoKeys/<kms_key_name>`
	matches := regexp.MustCompile("^(.*)/databases/(.*)$").FindStringSubmatch(db)
	if matches == nil || len(matches) != 3 {
		return fmt.Errorf("restoreBackupWithCustomerManagedEncryptionKey: invalid database id %q", db)
	}
	instanceName := matches[1]
	databaseID := matches[2]
	backupName := instanceName + "/backups/" + backupID

	adminClient, err := database.NewDatabaseAdminClient(ctx)
	if err != nil {
		return fmt.Errorf("restoreBackupWithCustomerManagedEncryptionKey.NewDatabaseAdminClient: %w", err)
	}
	defer adminClient.Close()

	// Restore a database from a backup using a Customer Managed Encryption Key.
	restoreOp, err := adminClient.RestoreDatabase(ctx, &adminpb.RestoreDatabaseRequest{
		Parent:     instanceName,
		DatabaseId: databaseID,
		Source: &adminpb.RestoreDatabaseRequest_Backup{
			Backup: backupName,
		},
		EncryptionConfig: &adminpb.RestoreDatabaseEncryptionConfig{
			EncryptionType: adminpb.RestoreDatabaseEncryptionConfig_CUSTOMER_MANAGED_ENCRYPTION,
			KmsKeyName:     kmsKeyName,
		},
	})
	if err != nil {
		return fmt.Errorf("restoreBackupWithCustomerManagedEncryptionKey.RestoreDatabase: %w", err)
	}
	// Wait for restore operation to complete.
	restoredDatabase, err := restoreOp.Wait(ctx)
	if err != nil {
		return fmt.Errorf("restoreBackupWithCustomerManagedEncryptionKey.Wait: %w", err)
	}
	// Get the information from the newly restored database.
	backupInfo := restoredDatabase.RestoreInfo.GetBackupInfo()
	fmt.Fprintf(w, "Database %s restored from backup %s using encryption key %s\n",
		backupInfo.SourceDatabase,
		backupInfo.Backup,
		restoredDatabase.EncryptionConfig.KmsKeyName)

	return nil
}

Java

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:


import static com.google.spanner.admin.database.v1.RestoreDatabaseEncryptionConfig.EncryptionType.CUSTOMER_MANAGED_ENCRYPTION;

import com.google.cloud.spanner.Spanner;
import com.google.cloud.spanner.SpannerExceptionFactory;
import com.google.cloud.spanner.SpannerOptions;
import com.google.cloud.spanner.admin.database.v1.DatabaseAdminClient;
import com.google.spanner.admin.database.v1.BackupName;
import com.google.spanner.admin.database.v1.Database;
import com.google.spanner.admin.database.v1.InstanceName;
import com.google.spanner.admin.database.v1.RestoreDatabaseEncryptionConfig;
import com.google.spanner.admin.database.v1.RestoreDatabaseRequest;
import java.util.concurrent.ExecutionException;

public class RestoreBackupWithEncryptionKey {

  static void restoreBackupWithEncryptionKey() {
    // TODO(developer): Replace these variables before running the sample.
    String projectId = "my-project";
    String instanceId = "my-instance";
    String databaseId = "my-database";
    String backupId = "my-backup";
    String kmsKeyName =
        "projects/" + projectId + "/locations/<location>/keyRings/<keyRing>/cryptoKeys/<keyId>";

    try (Spanner spanner =
        SpannerOptions.newBuilder().setProjectId(projectId).build().getService();
        DatabaseAdminClient adminClient = spanner.createDatabaseAdminClient()) {
      restoreBackupWithEncryptionKey(
          adminClient,
          projectId,
          instanceId,
          backupId,
          databaseId,
          kmsKeyName);
    }
  }

  static Void restoreBackupWithEncryptionKey(DatabaseAdminClient adminClient,
      String projectId, String instanceId, String backupId, String restoreId, String kmsKeyName) {
    RestoreDatabaseRequest request =
        RestoreDatabaseRequest.newBuilder()
            .setParent(InstanceName.of(projectId, instanceId).toString())
            .setDatabaseId(restoreId)
            .setBackup(BackupName.of(projectId, instanceId, backupId).toString())
            .setEncryptionConfig(RestoreDatabaseEncryptionConfig.newBuilder()
                .setEncryptionType(CUSTOMER_MANAGED_ENCRYPTION).setKmsKeyName(kmsKeyName)).build();
    Database database;
    try {
      System.out.println("Waiting for operation to complete...");
      database = adminClient.restoreDatabaseAsync(request).get();
      ;
    } catch (ExecutionException e) {
      // If the operation failed during execution, expose the cause.
      throw SpannerExceptionFactory.asSpannerException(e.getCause());
    } catch (InterruptedException e) {
      // Throw when a thread is waiting, sleeping, or otherwise occupied,
      // and the thread is interrupted, either before or during the activity.
      throw SpannerExceptionFactory.propagateInterrupt(e);
    }

    System.out.printf(
        "Database %s restored to %s from backup %s using encryption key %s%n",
        database.getRestoreInfo().getBackupInfo().getSourceDatabase(),
        database.getName(),
        database.getRestoreInfo().getBackupInfo().getBackup(),
        database.getEncryptionConfig().getKmsKeyName()
    );
    return null;
  }
}

Node.js

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:


// Imports the Google Cloud client library and precise date library
const {Spanner} = require('@google-cloud/spanner');

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const backupId = 'my-backup';
// const keyName =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key';

// Creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

// Restore the database
console.log(
  `Restoring database ${databaseAdminClient.databasePath(
    projectId,
    instanceId,
    databaseId
  )} from backup ${backupId}.`
);
const [restoreOperation] = await databaseAdminClient.restoreDatabase({
  parent: databaseAdminClient.instancePath(projectId, instanceId),
  databaseId: databaseId,
  backup: databaseAdminClient.backupPath(projectId, instanceId, backupId),
  encryptionConfig: {
    encryptionType: 'CUSTOMER_MANAGED_ENCRYPTION',
    kmsKeyName: keyName,
  },
});

// Wait for restore to complete
console.log('Waiting for database restore to complete...');
await restoreOperation.promise();

console.log('Database restored from backup.');
const [metadata] = await databaseAdminClient.getDatabase({
  name: databaseAdminClient.databasePath(projectId, instanceId, databaseId),
});
console.log(
  `Database ${metadata.restoreInfo.backupInfo.sourceDatabase} was restored ` +
    `to ${databaseId} from backup ${metadata.restoreInfo.backupInfo.backup} ` +
    `using encryption key ${metadata.encryptionConfig.kmsKeyName}.`
);

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

/**
 * TODO(developer): Uncomment the following lines before running the sample.
 */
// const projectId = 'my-project-id';
// const instanceId = 'my-instance';
// const databaseId = 'my-database';
// const backupId = 'my-backup';
// const kmsKeyNames =
//   'projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key1,
//   projects/my-project-id/my-region/keyRings/my-key-ring/cryptoKeys/my-key2';

// Imports the Google Cloud client library and precise date library
const {Spanner} = require('@google-cloud/spanner');

// Creates a client
const spanner = new Spanner({
  projectId: projectId,
});

// Gets a reference to a Cloud Spanner Database Admin Client object
const databaseAdminClient = spanner.getDatabaseAdminClient();

async function restoreBackupWithMultipleKmsKeys() {
  // Restore the database
  console.log(
    `Restoring database ${databaseAdminClient.databasePath(
      projectId,
      instanceId,
      databaseId
    )} from backup ${backupId}.`
  );
  const [restoreOperation] = await databaseAdminClient.restoreDatabase({
    parent: databaseAdminClient.instancePath(projectId, instanceId),
    databaseId: databaseId,
    backup: databaseAdminClient.backupPath(projectId, instanceId, backupId),
    encryptionConfig: {
      encryptionType: 'CUSTOMER_MANAGED_ENCRYPTION',
      kmsKeyNames: kmsKeyNames.split(','),
    },
  });

  // Wait for restore to complete
  console.log('Waiting for database restore to complete...');
  await restoreOperation.promise();

  console.log('Database restored from backup.');
  const [metadata] = await databaseAdminClient.getDatabase({
    name: databaseAdminClient.databasePath(projectId, instanceId, databaseId),
  });
  console.log(
    `Database ${metadata.restoreInfo.backupInfo.sourceDatabase} was restored ` +
      `to ${databaseId} from backup ${metadata.restoreInfo.backupInfo.backup} ` +
      `using encryption key ${metadata.encryptionConfig.kmsKeyNames}.`
  );
}
restoreBackupWithMultipleKmsKeys();

PHP

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:

use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\RestoreDatabaseEncryptionConfig;
use Google\Cloud\Spanner\Admin\Database\V1\RestoreDatabaseRequest;

/**
 * Restore a database from a backup.
 * Example:
 * ```
 * restore_backup_with_encryption_key($projectId, $instanceId, $databaseId, $backupId, $kmsKeyName);
 * ```
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string $backupId The Spanner backup ID.
 * @param string $kmsKeyName The KMS key used for encryption.
 */
function restore_backup_with_encryption_key(
    string $projectId,
    string $instanceId,
    string $databaseId,
    string $backupId,
    string $kmsKeyName
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceFullName = DatabaseAdminClient::instanceName($projectId, $instanceId);
    $backupFullName = DatabaseAdminClient::backupName($projectId, $instanceId, $backupId);
    $request = new RestoreDatabaseRequest([
        'parent' => $instanceFullName,
        'database_id' => $databaseId,
        'backup' => $backupFullName,
        'encryption_config' => new RestoreDatabaseEncryptionConfig([
            'kms_key_name' => $kmsKeyName,
            'encryption_type' => RestoreDatabaseEncryptionConfig\EncryptionType::CUSTOMER_MANAGED_ENCRYPTION
        ])
    ]);

    // Create restore operation
    $operation = $databaseAdminClient->restoreDatabase($request);

    print('Waiting for operation to complete...' . PHP_EOL);
    $operation->pollUntilComplete();

    // Reload new database and get restore info
    $database = $operation->operationSucceeded() ? $operation->getResult() : null;
    $restoreInfo = $database->getRestoreInfo();
    $backupInfo = $restoreInfo->getBackupInfo();
    $sourceDatabase = $backupInfo->getSourceDatabase();
    $sourceBackup = $backupInfo->getBackup();
    $encryptionConfig = $database->getEncryptionConfig();
    printf(
        'Database %s restored from backup %s using encryption key %s' . PHP_EOL,
        $sourceDatabase, $sourceBackup, $encryptionConfig->getKmsKeyName()
    );
}

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

use Google\Cloud\Spanner\Admin\Database\V1\Client\DatabaseAdminClient;
use Google\Cloud\Spanner\Admin\Database\V1\RestoreDatabaseEncryptionConfig;
use Google\Cloud\Spanner\Admin\Database\V1\RestoreDatabaseRequest;

/**
 * Restore a MR CMEK database from a backup.
 * Example:
 * ```
 * restore_backup_with_mr_cmek($projectId, $instanceId, $databaseId, $backupId, $kmsKeyNames);
 * ```
 * @param string $projectId The Google Cloud project ID.
 * @param string $instanceId The Spanner instance ID.
 * @param string $databaseId The Spanner database ID.
 * @param string $backupId The Spanner backup ID.
 * @param string[] $kmsKeyNames The KMS keys used for encryption.
 */
function restore_backup_with_mr_cmek(
    string $projectId,
    string $instanceId,
    string $databaseId,
    string $backupId,
    array $kmsKeyNames
): void {
    $databaseAdminClient = new DatabaseAdminClient();
    $instanceFullName = DatabaseAdminClient::instanceName($projectId, $instanceId);
    $backupFullName = DatabaseAdminClient::backupName($projectId, $instanceId, $backupId);
    $request = new RestoreDatabaseRequest([
        'parent' => $instanceFullName,
        'database_id' => $databaseId,
        'backup' => $backupFullName,
        'encryption_config' => new RestoreDatabaseEncryptionConfig([
            'kms_key_names' => $kmsKeyNames,
            'encryption_type' => RestoreDatabaseEncryptionConfig\EncryptionType::CUSTOMER_MANAGED_ENCRYPTION
        ])
    ]);

    // Create restore operation
    $operation = $databaseAdminClient->restoreDatabase($request);

    print('Waiting for operation to complete...' . PHP_EOL);
    $operation->pollUntilComplete();

    // Reload new database and get restore info
    $database = $operation->operationSucceeded() ? $operation->getResult() : null;
    $restoreInfo = $database->getRestoreInfo();
    $backupInfo = $restoreInfo->getBackupInfo();
    $sourceDatabase = $backupInfo->getSourceDatabase();
    $sourceBackup = $backupInfo->getBackup();
    $encryptionConfig = $database->getEncryptionConfig();
    printf(
        'Database %s restored from backup %s using encryption keys %s' . PHP_EOL,
        $sourceDatabase, $sourceBackup, print_r($encryptionConfig->getKmsKeyNames(), true)
    );
}

Python

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:

def restore_database_with_encryption_key(
    instance_id, new_database_id, backup_id, kms_key_name
):
    """Restores a database from a backup using a Customer Managed Encryption Key (CMEK)."""
    from google.cloud.spanner_admin_database_v1 import (
        RestoreDatabaseEncryptionConfig,
        RestoreDatabaseRequest,
    )

    spanner_client = spanner.Client()
    database_admin_api = spanner_client.database_admin_api

    # Start restoring an existing backup to a new database.
    encryption_config = {
        "encryption_type": RestoreDatabaseEncryptionConfig.EncryptionType.CUSTOMER_MANAGED_ENCRYPTION,
        "kms_key_name": kms_key_name,
    }

    request = RestoreDatabaseRequest(
        parent=database_admin_api.instance_path(spanner_client.project, instance_id),
        database_id=new_database_id,
        backup=database_admin_api.backup_path(
            spanner_client.project, instance_id, backup_id
        ),
        encryption_config=encryption_config,
    )
    operation = database_admin_api.restore_database(request)

    # Wait for restore operation to complete.
    db = operation.result(1600)

    # Newly created database has restore information.
    restore_info = db.restore_info
    print(
        "Database {} restored to {} from backup {} with using encryption key {}.".format(
            restore_info.backup_info.source_database,
            new_database_id,
            restore_info.backup_info.backup,
            db.encryption_config.kms_key_name,
        )
    )

Ruby

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance regional:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID of where to restore"
# backup_id = "Your Spanner backup ID"
# kms_key_name = "Your backup encryption database KMS key"

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path project: project_id, instance: instance_id

db_path = database_admin_client.database_path project: project_id,
                                              instance: instance_id,
                                              database: database_id

backup_path = database_admin_client.backup_path project: project_id,
                                                instance: instance_id,
                                                backup: backup_id

encryption_config = {
  encryption_type: :CUSTOMER_MANAGED_ENCRYPTION,
  kms_key_name:    kms_key_name
}
job = database_admin_client.restore_database parent: instance_path,
                                             database_id: database_id,
                                             backup: backup_path,
                                             encryption_config: encryption_config

puts "Waiting for restore backup operation to complete"

job.wait_until_done!
database = database_admin_client.get_database name: db_path
restore_info = database.restore_info
puts "Database #{restore_info.backup_info.source_database} was restored to #{database_id} from backup #{restore_info.backup_info.backup} using encryption key #{database.encryption_config.kms_key_name}"

Untuk memulihkan cadangan yang mendukung CMEK dalam konfigurasi instance multi-region:

# project_id  = "Your Google Cloud project ID"
# instance_id = "Your Spanner instance ID"
# database_id = "Your Spanner database ID of where to restore"
# backup_id = "Your Spanner backup ID"
# kms_key_names = ["key1", "key2", "key3"]

require "google/cloud/spanner"
require "google/cloud/spanner/admin/database"

database_admin_client = Google::Cloud::Spanner::Admin::Database.database_admin

instance_path = database_admin_client.instance_path(
  project: project_id, instance: instance_id
)

db_path = database_admin_client.database_path project: project_id,
                                              instance: instance_id,
                                              database: database_id

backup_path = database_admin_client.backup_path project: project_id,
                                                instance: instance_id,
                                                backup: backup_id

encryption_config = {
  encryption_type: :CUSTOMER_MANAGED_ENCRYPTION,
  kms_key_names:    kms_key_names
}
job = database_admin_client.restore_database(
  parent: instance_path,
  database_id: database_id,
  backup: backup_path,
  encryption_config: encryption_config
)

puts "Waiting for restore backup operation to complete"

job.wait_until_done!
database = database_admin_client.get_database name: db_path
restore_info = database.restore_info
puts "Database #{restore_info.backup_info.source_database} was restored " \
     "to #{database_id} from backup #{restore_info.backup_info.backup} " \
     "using encryption key #{database.encryption_config.kms_key_names}"

Melihat log audit untuk kunci Cloud KMS

  1. Pastikan logging diaktifkan untuk Cloud KMS API di project Anda.

  2. Di konsol Google Cloud, buka Logs Explorer.

    Buka Logs Explorer

  3. Batasi entri log ke kunci Cloud KMS Anda dengan menambahkan baris berikut ke Builder kueri:

    resource.type="cloudkms_cryptokey"
    resource.labels.location="KMS_KEY_LOCATION"
    resource.labels.key_ring_id="KMS_KEY_RING_ID"
    resource.labels.crypto_key_id="KMS_KEY_ID"
    

    Dalam operasi normal, tindakan enkripsi dan dekripsi dicatat ke dalam log dengan tingkat keparahan INFO. Entri ini dicatat ke dalam log saat zona di instance Spanner Anda melakukan polling kunci Cloud KMS setiap lima menit.

    Jika Spanner gagal mengakses kunci, operasi akan dicatat ke dalam log sebagai ERROR.