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# Tutorial: Membuat tabel global
<a name="V2globaltables.tutorial"></a>

Bagian ini memberikan step-by-step petunjuk untuk membuat tabel global DynamoDB yang dikonfigurasi untuk mode konsistensi pilihan Anda. Pilih mode Konsistensi Akhir Multi-Region (MREC) atau Multi-Region Strong Consistency (MRSC) berdasarkan kebutuhan aplikasi Anda.

Tabel global MREC memberikan latensi tulis yang lebih rendah dengan konsistensi akhirnya. Wilayah AWS Tabel global MRSC memberikan pembacaan yang sangat konsisten di seluruh Wilayah dengan latensi tulis yang sedikit lebih tinggi daripada MREC. Pilih mode konsistensi yang paling sesuai dengan kebutuhan aplikasi Anda untuk konsistensi, latensi, dan ketersediaan data.

**Topics**
+ [Membuat tabel global yang dikonfigurasi untuk MREC](#V2creategt_mrec)
+ [Membuat tabel global yang dikonfigurasi untuk MRSC](#create-gt-mrsc)

## Membuat tabel global yang dikonfigurasi untuk MREC
<a name="V2creategt_mrec"></a>

Bagian ini menunjukkan cara membuat tabel global dengan mode Multi-Region Eventual Consistency (MREC). MREC adalah mode konsistensi default untuk tabel global dan menyediakan penulisan latensi rendah dengan replikasi asinkron. Wilayah AWS Perubahan yang dilakukan pada item di satu wilayah biasanya direplikasi ke semua wilayah lain dalam satu detik. Hal ini membuat MREC ideal untuk aplikasi yang memprioritaskan latensi tulis rendah dan dapat mentolerir periode singkat di mana Wilayah yang berbeda dapat mengembalikan versi data yang sedikit berbeda.

Anda dapat membuat tabel global MREC dengan replika di Wilayah AWS mana pun di mana DynamoDB tersedia dan menambah atau menghapus replika kapan saja. Contoh berikut menunjukkan cara membuat tabel global MREC dengan replika di beberapa wilayah.

### Membuat tabel global MREC menggunakan DynamoDB Console
<a name="mrec-console"></a>

Ikuti langkah-langkah ini untuk membuat tabel global menggunakan Konsol Manajemen AWS. Contoh berikut membuat tabel global dengan tabel replika di Amerika Serikat dan Eropa.

1. Masuk ke Konsol Manajemen AWS dan buka konsol DynamoDB di. [https://console.aws.amazon.com/dynamodb/](https://console.aws.amazon.com/dynamodb/)

1. Untuk contoh ini, pilih **US East (Ohio)** dari pemilih Region di bilah navigasi.

1. Di panel navigasi di sisi kiri konsol, pilih **Tabel**.

1. Pilih **Buat Tabel**.

1. Pada halaman **Buat tabel**:

   1. Untuk **Nama tabel**, masukkan **Music**.

   1. Untuk **kunci Partisi**, masukkan**Artist**.

   1. Untuk **tombol Sortir**, masukkan**SongTitle**.

   1. Simpan pengaturan default lainnya dan pilih **Buat tabel**.

      Tabel baru ini berfungsi sebagai tabel replika pertama dalam tabel global baru. Ini adalah protojenis untuk tabel replika lain yang Anda tambahkan nantinya.

1. Setelah tabel menjadi aktif:

   1. Pilih tabel **Musik** dari daftar tabel.

   1. Pilih tab **tabel Global**.

   1. Pilih **Buat replika**.

1. Dari daftar dropdown **Wilayah Replikasi yang Tersedia**, pilih **US West (Oregon)** us-west-2.

   Konsol memastikan bahwa tabel dengan nama yang sama tidak ada di Wilayah yang dipilih. Jika ada tabel dengan nama yang sama, Anda harus menghapus tabel yang ada sebelum dapat membuat tabel replika baru di Wilayah tersebut.

1. Pilih **Buat replika**. Ini memulai proses pembuatan tabel di Wilayah AS Barat (Oregon) us-west-2.

   Tab **tabel Global** untuk tabel **Musik** (dan untuk tabel replika lainnya) menunjukkan bahwa tabel telah direplikasi di beberapa Wilayah.

1. Tambahkan wilayah lain dengan mengulangi langkah-langkah sebelumnya, tetapi pilih **Eropa (Frankfurt) eu-central-1** sebagai wilayahnya.

1. Untuk menguji replikasi:

   1. Pastikan Anda menggunakan Wilayah Konsol Manajemen AWS Timur AS (Ohio).

   1. Pilih **Jelajahi item tabel**.

   1. Pilih **Buat item**.

   1. Masuk **item\$11** untuk **Artis** dan **Song Value 1** untuk **SongTitle**.

   1. Pilih **Buat item**.

1. Verifikasi replikasi dengan beralih ke wilayah lain:

   1. Dari pemilih Region di sudut kanan atas, pilih **Eropa** (Frankfurt).

   1. Verifikasi bahwa tabel **Musik** berisi item yang Anda buat.

   1. Ulangi verifikasi untuk **US West (Oregon)**.

### Membuat tabel global MREC menggunakan atau AWS CLI Java
<a name="mrec-cli-java"></a>

------
#### [ CLI ]

Contoh kode berikut menunjukkan cara mengelola tabel global DynamoDB dengan replikasi Multi-region dengan konsistensi akhirnya (MREC).
+ Buat tabel dengan Multi-region replication (MREC).
+ Masukkan dan dapatkan item dari tabel replika.
+ Hapus replika one-by-one.
+ Bersihkan dengan menghapus tabel.

**AWS CLI dengan skrip Bash**  
Buat tabel dengan replikasi Multi-region.  

```
# Step 1: Create a new table (MusicTable) in US East (Ohio), with DynamoDB Streams enabled (NEW_AND_OLD_IMAGES)
aws dynamodb create-table \
    --table-name MusicTable \
    --attribute-definitions \
        AttributeName=Artist,AttributeType=S \
        AttributeName=SongTitle,AttributeType=S \
    --key-schema \
        AttributeName=Artist,KeyType=HASH \
        AttributeName=SongTitle,KeyType=RANGE \
    --billing-mode PAY_PER_REQUEST \
    --stream-specification StreamEnabled=true,StreamViewType=NEW_AND_OLD_IMAGES \
    --region us-east-2

# Step 2: Create an identical MusicTable table in US East (N. Virginia)
aws dynamodb update-table --table-name MusicTable --cli-input-json \
'{
  "ReplicaUpdates":
  [
    {
      "Create": {
        "RegionName": "us-east-1"
      }
    }
  ]
}' \
--region us-east-2

# Step 3: Create a table in Europe (Ireland)
aws dynamodb update-table --table-name MusicTable --cli-input-json \
'{
  "ReplicaUpdates":
  [
    {
      "Create": {
        "RegionName": "eu-west-1"
      }
    }
  ]
}' \
--region us-east-2
```
Jelaskan tabel Multi-region.  

```
# Step 4: View the list of replicas created using describe-table
aws dynamodb describe-table \
    --table-name MusicTable \
    --region us-east-2 \
    --query 'Table.{TableName:TableName,TableStatus:TableStatus,MultiRegionConsistency:MultiRegionConsistency,Replicas:Replicas[*].{Region:RegionName,Status:ReplicaStatus}}'
```
Letakkan item dalam tabel replika.  

```
# Step 5: To verify that replication is working, add a new item to the Music table in US East (Ohio)
aws dynamodb put-item \
    --table-name MusicTable \
    --item '{"Artist": {"S":"item_1"},"SongTitle": {"S":"Song Value 1"}}' \
    --region us-east-2
```
Dapatkan item dari tabel replika.  

```
# Step 6: Wait for a few seconds, and then check to see whether the item has been 
# successfully replicated to US East (N. Virginia) and Europe (Ireland)
aws dynamodb get-item \
    --table-name MusicTable \
    --key '{"Artist": {"S":"item_1"},"SongTitle": {"S":"Song Value 1"}}' \
    --region us-east-1

aws dynamodb get-item \
    --table-name MusicTable \
    --key '{"Artist": {"S":"item_1"},"SongTitle": {"S":"Song Value 1"}}' \
    --region eu-west-1
```
Hapus replika.  

```
# Step 7: Delete the replica table in Europe (Ireland) Region
aws dynamodb update-table --table-name MusicTable --cli-input-json \
'{
  "ReplicaUpdates":
  [
    {
      "Delete": {
        "RegionName": "eu-west-1"
      }
    }
  ]
}' \
--region us-east-2

# Delete the replica table in US East (N. Virginia) Region
aws dynamodb update-table --table-name MusicTable --cli-input-json \
'{
  "ReplicaUpdates":
  [
    {
      "Delete": {
        "RegionName": "us-east-1"
      }
    }
  ]
}' \
--region us-east-2
```
Bersihkan dengan menghapus tabel.  

```
# Clean up: Delete the primary table
aws dynamodb delete-table --table-name MusicTable --region us-east-2

echo "Global table demonstration complete."
```
+ Untuk detail API, lihat topik berikut di *Referensi Perintah AWS CLI *.
  + [CreateTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/CreateTable)
  + [DeleteTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/DeleteTable)
  + [DescribeTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/DescribeTable)
  + [GetItem](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/GetItem)
  + [PutItem](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/PutItem)
  + [UpdateTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/UpdateTable)

------
#### [ Java ]

Contoh kode berikut menunjukkan cara membuat dan mengelola tabel global DynamoDB dengan replika di beberapa Wilayah.
+ Buat tabel dengan Global Secondary Index dan DynamoDB Streams.
+ Tambahkan replika di Wilayah yang berbeda untuk membuat tabel global.
+ Hapus replika dari tabel global.
+ Tambahkan item pengujian untuk memverifikasi replikasi di seluruh Wilayah.
+ Jelaskan konfigurasi tabel global dan status replika.

**SDK untuk Java 2.x**  
Buat tabel dengan Global Secondary Index dan DynamoDB Streams menggunakan. AWS SDK for Java 2.x  

```
    public static CreateTableResponse createTableWithGSI(
        final DynamoDbClient dynamoDbClient, final String tableName, final String indexName) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (indexName == null || indexName.trim().isEmpty()) {
            throw new IllegalArgumentException("Index name cannot be null or empty");
        }

        try {
            LOGGER.info("Creating table: " + tableName + " with GSI: " + indexName);

            CreateTableRequest createTableRequest = CreateTableRequest.builder()
                .tableName(tableName)
                .attributeDefinitions(
                    AttributeDefinition.builder()
                        .attributeName("Artist")
                        .attributeType(ScalarAttributeType.S)
                        .build(),
                    AttributeDefinition.builder()
                        .attributeName("SongTitle")
                        .attributeType(ScalarAttributeType.S)
                        .build())
                .keySchema(
                    KeySchemaElement.builder()
                        .attributeName("Artist")
                        .keyType(KeyType.HASH)
                        .build(),
                    KeySchemaElement.builder()
                        .attributeName("SongTitle")
                        .keyType(KeyType.RANGE)
                        .build())
                .billingMode(BillingMode.PAY_PER_REQUEST)
                .globalSecondaryIndexes(GlobalSecondaryIndex.builder()
                    .indexName(indexName)
                    .keySchema(KeySchemaElement.builder()
                        .attributeName("SongTitle")
                        .keyType(KeyType.HASH)
                        .build())
                    .projection(
                        Projection.builder().projectionType(ProjectionType.ALL).build())
                    .build())
                .streamSpecification(StreamSpecification.builder()
                    .streamEnabled(true)
                    .streamViewType(StreamViewType.NEW_AND_OLD_IMAGES)
                    .build())
                .build();

            CreateTableResponse response = dynamoDbClient.createTable(createTableRequest);
            LOGGER.info("Table creation initiated. Status: "
                + response.tableDescription().tableStatus());

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to create table: " + tableName + " - " + e.getMessage());
            throw e;
        }
    }
```
Tunggu tabel menjadi aktif menggunakan AWS SDK for Java 2.x.  

```
    public static void waitForTableActive(final DynamoDbClient dynamoDbClient, final String tableName) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }

        try {
            LOGGER.info("Waiting for table to become active: " + tableName);

            try (DynamoDbWaiter waiter =
                DynamoDbWaiter.builder().client(dynamoDbClient).build()) {
                DescribeTableRequest request =
                    DescribeTableRequest.builder().tableName(tableName).build();

                waiter.waitUntilTableExists(request);
                LOGGER.info("Table is now active: " + tableName);
            }

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to wait for table to become active: " + tableName + " - " + e.getMessage());
            throw e;
        }
    }
```
Tambahkan replika untuk membuat atau memperluas tabel global menggunakan AWS SDK for Java 2.x.  

```
    public static UpdateTableResponse addReplica(
        final DynamoDbClient dynamoDbClient,
        final String tableName,
        final Region replicaRegion,
        final String indexName,
        final Long readCapacity) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (replicaRegion == null) {
            throw new IllegalArgumentException("Replica region cannot be null");
        }
        if (indexName == null || indexName.trim().isEmpty()) {
            throw new IllegalArgumentException("Index name cannot be null or empty");
        }
        if (readCapacity == null || readCapacity <= 0) {
            throw new IllegalArgumentException("Read capacity must be a positive number");
        }

        try {
            LOGGER.info("Adding replica in region: " + replicaRegion.id() + " for table: " + tableName);

            // Create a ReplicationGroupUpdate for adding a replica
            ReplicationGroupUpdate replicationGroupUpdate = ReplicationGroupUpdate.builder()
                .create(builder -> builder.regionName(replicaRegion.id())
                    .globalSecondaryIndexes(ReplicaGlobalSecondaryIndex.builder()
                        .indexName(indexName)
                        .provisionedThroughputOverride(ProvisionedThroughputOverride.builder()
                            .readCapacityUnits(readCapacity)
                            .build())
                        .build())
                    .build())
                .build();

            UpdateTableRequest updateTableRequest = UpdateTableRequest.builder()
                .tableName(tableName)
                .replicaUpdates(replicationGroupUpdate)
                .build();

            UpdateTableResponse response = dynamoDbClient.updateTable(updateTableRequest);
            LOGGER.info("Replica addition initiated in region: " + replicaRegion.id());

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to add replica in region: " + replicaRegion.id() + " - " + e.getMessage());
            throw e;
        }
    }
```
Hapus replika dari tabel global menggunakan AWS SDK for Java 2.x.  

```
    public static UpdateTableResponse removeReplica(
        final DynamoDbClient dynamoDbClient, final String tableName, final Region replicaRegion) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (replicaRegion == null) {
            throw new IllegalArgumentException("Replica region cannot be null");
        }

        try {
            LOGGER.info("Removing replica in region: " + replicaRegion.id() + " for table: " + tableName);

            // Create a ReplicationGroupUpdate for removing a replica
            ReplicationGroupUpdate replicationGroupUpdate = ReplicationGroupUpdate.builder()
                .delete(builder -> builder.regionName(replicaRegion.id()).build())
                .build();

            UpdateTableRequest updateTableRequest = UpdateTableRequest.builder()
                .tableName(tableName)
                .replicaUpdates(replicationGroupUpdate)
                .build();

            UpdateTableResponse response = dynamoDbClient.updateTable(updateTableRequest);
            LOGGER.info("Replica removal initiated in region: " + replicaRegion.id());

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to remove replica in region: " + replicaRegion.id() + " - " + e.getMessage());
            throw e;
        }
    }
```
Tambahkan item pengujian untuk memverifikasi replikasi menggunakan AWS SDK for Java 2.x.  

```
    public static PutItemResponse putTestItem(
        final DynamoDbClient dynamoDbClient, final String tableName, final String artist, final String songTitle) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (artist == null || artist.trim().isEmpty()) {
            throw new IllegalArgumentException("Artist cannot be null or empty");
        }
        if (songTitle == null || songTitle.trim().isEmpty()) {
            throw new IllegalArgumentException("Song title cannot be null or empty");
        }

        try {
            LOGGER.info("Adding test item to table: " + tableName);

            Map<String, software.amazon.awssdk.services.dynamodb.model.AttributeValue> item = new HashMap<>();
            item.put(
                "Artist",
                software.amazon.awssdk.services.dynamodb.model.AttributeValue.builder()
                    .s(artist)
                    .build());
            item.put(
                "SongTitle",
                software.amazon.awssdk.services.dynamodb.model.AttributeValue.builder()
                    .s(songTitle)
                    .build());

            PutItemRequest putItemRequest =
                PutItemRequest.builder().tableName(tableName).item(item).build();

            PutItemResponse response = dynamoDbClient.putItem(putItemRequest);
            LOGGER.info("Test item added successfully");

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to add test item to table: " + tableName + " - " + e.getMessage());
            throw e;
        }
    }
```
Jelaskan konfigurasi tabel global dan replika menggunakan AWS SDK for Java 2.x.  

```
    public static DescribeTableResponse describeTable(final DynamoDbClient dynamoDbClient, final String tableName) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }

        try {
            LOGGER.info("Describing table: " + tableName);

            DescribeTableRequest request =
                DescribeTableRequest.builder().tableName(tableName).build();

            DescribeTableResponse response = dynamoDbClient.describeTable(request);

            LOGGER.info("Table status: " + response.table().tableStatus());
            if (response.table().replicas() != null
                && !response.table().replicas().isEmpty()) {
                LOGGER.info("Number of replicas: " + response.table().replicas().size());
                response.table()
                    .replicas()
                    .forEach(replica -> LOGGER.info(
                        "Replica region: " + replica.regionName() + ", Status: " + replica.replicaStatus()));
            }

            return response;

        } catch (ResourceNotFoundException e) {
            LOGGER.severe("Table not found: " + tableName + " - " + e.getMessage());
            throw e;
        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to describe table: " + tableName + " - " + e.getMessage());
            throw e;
        }
    }
```
Contoh lengkap operasi tabel global menggunakan AWS SDK for Java 2.x.  

```
    public static void exampleUsage(final Region sourceRegion, final Region replicaRegion) {

        String tableName = "Music";
        String indexName = "SongTitleIndex";
        Long readCapacity = 15L;

        // Create DynamoDB client for the source region
        try (DynamoDbClient dynamoDbClient =
            DynamoDbClient.builder().region(sourceRegion).build()) {

            try {
                // Step 1: Create the initial table with GSI and streams
                LOGGER.info("Step 1: Creating table in source region: " + sourceRegion.id());
                createTableWithGSI(dynamoDbClient, tableName, indexName);

                // Step 2: Wait for table to become active
                LOGGER.info("Step 2: Waiting for table to become active");
                waitForTableActive(dynamoDbClient, tableName);

                // Step 3: Add replica in destination region
                LOGGER.info("Step 3: Adding replica in region: " + replicaRegion.id());
                addReplica(dynamoDbClient, tableName, replicaRegion, indexName, readCapacity);

                // Step 4: Wait a moment for replica creation to start
                Thread.sleep(5000);

                // Step 5: Describe table to view replica information
                LOGGER.info("Step 5: Describing table to view replicas");
                describeTable(dynamoDbClient, tableName);

                // Step 6: Add a test item to verify replication
                LOGGER.info("Step 6: Adding test item to verify replication");
                putTestItem(dynamoDbClient, tableName, "TestArtist", "TestSong");

                LOGGER.info("Global table setup completed successfully!");
                LOGGER.info("You can verify replication by checking the item in region: " + replicaRegion.id());

                // Step 7: Remove replica and clean up table
                LOGGER.info("Step 7: Removing replica from region: " + replicaRegion.id());
                removeReplica(dynamoDbClient, tableName, replicaRegion);
                DeleteTableResponse deleteTableResponse = dynamoDbClient.deleteTable(
                    DeleteTableRequest.builder().tableName(tableName).build());
                LOGGER.info("MREC global table demonstration completed successfully!");

            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
                throw new RuntimeException("Thread was interrupted", e);
            } catch (DynamoDbException e) {
                LOGGER.severe("DynamoDB operation failed: " + e.getMessage());
                throw e;
            }
        }
    }
```
+ Untuk detail API, lihat topik berikut di *Referensi API AWS SDK for Java 2.x *.
  + [CreateTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/CreateTable)
  + [DescribeTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/DescribeTable)
  + [PutItem](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/PutItem)
  + [UpdateTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/UpdateTable)

------

## Membuat tabel global yang dikonfigurasi untuk MRSC
<a name="create-gt-mrsc"></a>

Bagian ini menunjukkan cara membuat tabel global Multi-Region Strong Consistency (MRSC). Tabel global MRSC secara sinkron mereplikasi perubahan item di seluruh Wilayah, memastikan bahwa operasi pembacaan yang sangat konsisten pada replika apa pun selalu mengembalikan versi terbaru dari suatu item. Saat mengonversi tabel Single-region ke tabel global MRSC, Anda harus memastikan bahwa tabel tersebut kosong. Mengonversi tabel wilayah Tunggal ke tabel global MRSC dengan item yang ada tidak didukung. Pastikan tidak ada data yang ditulis ke dalam tabel selama proses konversi.

Anda dapat mengonfigurasi tabel global MRSC dengan tiga replika, atau dua replika dan satu saksi. Saat membuat tabel global MRSC, Anda memilih Wilayah tempat replika dan saksi opsional digunakan. Contoh berikut membuat tabel global MRSC dengan replika di Wilayah AS Timur (Virginia N.) dan Timur AS (Ohio), dengan saksi di Wilayah AS Barat (Oregon).

**catatan**  
Sebelum membuat tabel global, verifikasi bahwa batas throughput Kuota Layanan konsisten di semua Wilayah target, karena ini diperlukan untuk membuat tabel global. Untuk informasi selengkapnya tentang batas throughput tabel global, lihat [Kuota tabel global](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/ServiceQuotas.html#gt-limits-throughput).

### Membuat tabel global MRSC menggunakan DynamoDB Console
<a name="mrsc_console"></a>

Ikuti langkah-langkah ini untuk membuat tentang tabel global MRSC menggunakan. Konsol Manajemen AWS

1. Masuk ke Konsol Manajemen AWS dan buka konsol DynamoDB di. [https://console.aws.amazon.com/dynamodb/](https://console.aws.amazon.com/dynamodb/)

1. Dari pemilih Region di bilah navigasi, pilih Wilayah di mana tabel global dengan MRSC [didukung](V2globaltables_HowItWorks.md#V2globaltables_HowItWorks.consistency-modes), seperti. **us-east-2**

1. Di panel navigasi, pilih **Tabel**.

1. Pilih **Buat tabel**.

1. Pada halaman **Buat tabel**:

   1. Untuk **Nama tabel**, masukkan **Music**.

   1. Untuk **kunci Partition**, masukkan **Artist** dan simpan tipe **String** default.

   1. Untuk **tombol Sort**, masukkan **SongTitle** dan simpan tipe **String** default.

   1. Simpan pengaturan default lainnya dan pilih **Buat tabel**

      Tabel baru ini berfungsi sebagai tabel replika pertama dalam tabel global baru. Ini adalah protojenis untuk tabel replika lain yang Anda tambahkan nantinya.

1. Tunggu tabel menjadi aktif, lalu pilih dari daftar tabel.

1. Pilih tab **tabel Global**, lalu pilih **Buat replika**.

1. Pada halaman **Buat replika**:

   1. Di bawah **Konsistensi Multi-Region**, pilih **Konsistensi yang kuat**.

   1. Untuk **Wilayah Replikasi 1**, pilih**US East (N. Virginia) us-east-1**.

   1. Untuk **Wilayah Replikasi 2**, pilih**US West (Oregon) us-west-2**.

   1. Periksa **Konfigurasi sebagai Saksi** untuk wilayah AS Barat (Oregon).

   1. Pilih **Buat replika**.

1. Tunggu proses pembuatan replika dan saksi selesai. Status replika akan ditampilkan sebagai **Aktif** saat tabel siap digunakan.

### Membuat tabel global MRSC menggunakan AWS CLI atau Java
<a name="mrsc-cli-java"></a>

Sebelum memulai, pastikan bahwa kepala IAM Anda memiliki izin yang diperlukan untuk membuat tabel global MRSC dengan Wilayah saksi.

Contoh kebijakan IAM berikut memungkinkan Anda membuat tabel DynamoDB () di AS Timur `MusicTable` (Ohio) dengan replika di AS Timur (Virginia N.) dan Wilayah saksi di AS Barat (Oregon):

------
#### [ JSON ]

****  

```
{
    "Version":"2012-10-17",		 	 	 
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "dynamodb:CreateTable",
                "dynamodb:CreateTableReplica",
                "dynamodb:CreateGlobalTableWitness",
                "dynamodb:DescribeTable",
                "dynamodb:UpdateTable",
                "dynamodb:DeleteTable",
                "dynamodb:DeleteTableReplica",
                "dynamodb:DeleteGlobalTableWitness",
                "dynamodb:Scan",
                "dynamodb:Query",
                "dynamodb:UpdateItem",
                "dynamodb:PutItem",
                "dynamodb:GetItem",
                "dynamodb:DeleteItem",
                "dynamodb:BatchWriteItem"
            ],
            "Resource": [
                "arn:aws:dynamodb:us-east-1:123456789012:table/MusicTable",
                "arn:aws:dynamodb:us-east-2:123456789012:table/MusicTable",
                "arn:aws:dynamodb:us-west-2:123456789012:table/MusicTable"
            ]
        },
        {
            "Effect": "Allow",
            "Action": "iam:CreateServiceLinkedRole",
            "Resource": "arn:aws:iam::*:role/aws-service-role/replication.dynamodb.amazonaws.com/AWSServiceRoleForDynamoDBReplication",
            "Condition": {
                "StringLike": {
                    "iam:AWSServiceName": "replication.dynamodb.amazonaws.com"
                }
            }
        }
    ]
}
```

------

Contoh kode berikut menunjukkan cara membuat dan mengelola tabel global DynamoDB dengan Multi-Region Strong Consistency (MRSC).
+ Buat tabel dengan Konsistensi Kuat Multi-Region.
+ Verifikasi konfigurasi MRSC dan status replika.
+ Uji konsistensi yang kuat di seluruh Wilayah dengan pembacaan langsung.
+ Lakukan penulisan bersyarat dengan jaminan MRSC.
+ Bersihkan sumber daya tabel global MRSC.

------
#### [ Bash ]

**AWS CLI dengan skrip Bash**  
Buat tabel dengan Konsistensi Kuat Multi-Region.  

```
# Step 1: Create a new table in us-east-2 (primary region for MRSC)
# Note: Table must be empty when enabling MRSC
aws dynamodb create-table \
    --table-name MusicTable \
    --attribute-definitions \
        AttributeName=Artist,AttributeType=S \
        AttributeName=SongTitle,AttributeType=S \
    --key-schema \
        AttributeName=Artist,KeyType=HASH \
        AttributeName=SongTitle,KeyType=RANGE \
    --billing-mode PAY_PER_REQUEST \
    --region us-east-2

# Wait for table to become active
aws dynamodb wait table-exists --table-name MusicTable --region us-east-2

# Step 2: Add replica and witness with Multi-Region Strong Consistency
# MRSC requires exactly three replicas in supported regions
aws dynamodb update-table \
    --table-name MusicTable \
    --replica-updates '[{"Create": {"RegionName": "us-east-1"}}]' \
    --global-table-witness-updates '[{"Create": {"RegionName": "us-west-2"}}]' \
    --multi-region-consistency STRONG \
    --region us-east-2
```
Verifikasi konfigurasi MRSC dan status replika.  

```
# Verify the global table configuration and MRSC setting
aws dynamodb describe-table \
    --table-name MusicTable \
    --region us-east-2 \
    --query 'Table.{TableName:TableName,TableStatus:TableStatus,MultiRegionConsistency:MultiRegionConsistency,Replicas:Replicas[*],GlobalTableWitnesses:GlobalTableWitnesses[*].{Region:RegionName,Status:ReplicaStatus}}'
```
Uji konsistensi yang kuat dengan pembacaan langsung di seluruh Wilayah.  

```
# Write an item to the primary region
aws dynamodb put-item \
    --table-name MusicTable \
    --item '{"Artist": {"S":"The Beatles"},"SongTitle": {"S":"Hey Jude"},"Album": {"S":"The Beatles 1967-1970"},"Year": {"N":"1968"}}' \
    --region us-east-2

# Read the item from replica region to verify strong consistency (cannot read or write to witness)
# No wait time needed - MRSC provides immediate consistency
echo "Reading from us-east-1 (immediate consistency):"
aws dynamodb get-item \
    --table-name MusicTable \
    --key '{"Artist": {"S":"The Beatles"},"SongTitle": {"S":"Hey Jude"}}' \
    --consistent-read \
    --region us-east-1
```
Lakukan penulisan bersyarat dengan jaminan MRSC.  

```
# Perform a conditional update from a different region
# This demonstrates that conditions work consistently across all regions
aws dynamodb update-item \
    --table-name MusicTable \
    --key '{"Artist": {"S":"The Beatles"},"SongTitle": {"S":"Hey Jude"}}' \
    --update-expression "SET #rating = :rating" \
    --condition-expression "attribute_exists(Artist)" \
    --expression-attribute-names '{"#rating": "Rating"}' \
    --expression-attribute-values '{":rating": {"N":"5"}}' \
    --region us-east-1
```
Bersihkan sumber daya tabel global MRSC.  

```
# Remove replica tables (must be done before deleting the primary table)
aws dynamodb update-table \
    --table-name MusicTable \
    --replica-updates '[{"Delete": {"RegionName": "us-east-1"}}]' \
    --global-table-witness-updates '[{"Delete": {"RegionName": "us-west-2"}}]' \
    --region us-east-2

# Wait for replicas to be deleted
echo "Waiting for replicas to be deleted..."
sleep 30

# Delete the primary table
aws dynamodb delete-table \
    --table-name MusicTable \
    --region us-east-2
```
+ Untuk detail API, lihat topik berikut di *Referensi Perintah AWS CLI *.
  + [CreateTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/CreateTable)
  + [DeleteTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/DeleteTable)
  + [DescribeTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/DescribeTable)
  + [GetItem](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/GetItem)
  + [PutItem](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/PutItem)
  + [UpdateItem](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/UpdateItem)
  + [UpdateTable](https://docs.aws.amazon.com/goto/aws-cli/dynamodb-2012-08-10/UpdateTable)

------
#### [ Java ]

**SDK untuk Java 2.x**  
Buat tabel regional yang siap untuk konversi MRSC menggunakan AWS SDK for Java 2.x.  

```
    public static CreateTableResponse createRegionalTable(final DynamoDbClient dynamoDbClient, final String tableName) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }

        try {
            LOGGER.info("Creating regional table: " + tableName + " (must be empty for MRSC)");

            CreateTableRequest createTableRequest = CreateTableRequest.builder()
                .tableName(tableName)
                .attributeDefinitions(
                    AttributeDefinition.builder()
                        .attributeName("Artist")
                        .attributeType(ScalarAttributeType.S)
                        .build(),
                    AttributeDefinition.builder()
                        .attributeName("SongTitle")
                        .attributeType(ScalarAttributeType.S)
                        .build())
                .keySchema(
                    KeySchemaElement.builder()
                        .attributeName("Artist")
                        .keyType(KeyType.HASH)
                        .build(),
                    KeySchemaElement.builder()
                        .attributeName("SongTitle")
                        .keyType(KeyType.RANGE)
                        .build())
                .billingMode(BillingMode.PAY_PER_REQUEST)
                .build();

            CreateTableResponse response = dynamoDbClient.createTable(createTableRequest);
            LOGGER.info("Regional table creation initiated. Status: "
                + response.tableDescription().tableStatus());

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to create regional table: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to create regional table: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Konversikan tabel regional ke MRSC dengan replika dan saksi menggunakan. AWS SDK for Java 2.x  

```
    public static UpdateTableResponse convertToMRSCWithWitness(
        final DynamoDbClient dynamoDbClient,
        final String tableName,
        final Region replicaRegion,
        final Region witnessRegion) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (replicaRegion == null) {
            throw new IllegalArgumentException("Replica region cannot be null");
        }
        if (witnessRegion == null) {
            throw new IllegalArgumentException("Witness region cannot be null");
        }

        try {
            LOGGER.info("Converting table to MRSC with replica in " + replicaRegion.id() + " and witness in "
                + witnessRegion.id());

            // Create replica update using ReplicationGroupUpdate
            ReplicationGroupUpdate replicaUpdate = ReplicationGroupUpdate.builder()
                .create(CreateReplicationGroupMemberAction.builder()
                    .regionName(replicaRegion.id())
                    .build())
                .build();

            // Create witness update
            GlobalTableWitnessGroupUpdate witnessUpdate = GlobalTableWitnessGroupUpdate.builder()
                .create(CreateGlobalTableWitnessGroupMemberAction.builder()
                    .regionName(witnessRegion.id())
                    .build())
                .build();

            UpdateTableRequest updateTableRequest = UpdateTableRequest.builder()
                .tableName(tableName)
                .replicaUpdates(List.of(replicaUpdate))
                .globalTableWitnessUpdates(List.of(witnessUpdate))
                .multiRegionConsistency(MultiRegionConsistency.STRONG)
                .build();

            UpdateTableResponse response = dynamoDbClient.updateTable(updateTableRequest);
            LOGGER.info("MRSC conversion initiated. Status: "
                + response.tableDescription().tableStatus());
            LOGGER.info("UpdateTableResponse full object: " + response);
            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to convert table to MRSC: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to convert table to MRSC: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Jelaskan konfigurasi tabel global MRSC menggunakan AWS SDK for Java 2.x.  

```
    public static DescribeTableResponse describeMRSCTable(final DynamoDbClient dynamoDbClient, final String tableName) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }

        try {
            LOGGER.info("Describing MRSC global table: " + tableName);

            DescribeTableRequest request =
                DescribeTableRequest.builder().tableName(tableName).build();

            DescribeTableResponse response = dynamoDbClient.describeTable(request);

            LOGGER.info("Table status: " + response.table().tableStatus());
            LOGGER.info("Multi-region consistency: " + response.table().multiRegionConsistency());

            if (response.table().replicas() != null
                && !response.table().replicas().isEmpty()) {
                LOGGER.info("Number of replicas: " + response.table().replicas().size());
                response.table()
                    .replicas()
                    .forEach(replica -> LOGGER.info(
                        "Replica region: " + replica.regionName() + ", Status: " + replica.replicaStatus()));
            }

            if (response.table().globalTableWitnesses() != null
                && !response.table().globalTableWitnesses().isEmpty()) {
                LOGGER.info("Number of witnesses: "
                    + response.table().globalTableWitnesses().size());
                response.table()
                    .globalTableWitnesses()
                    .forEach(witness -> LOGGER.info(
                        "Witness region: " + witness.regionName() + ", Status: " + witness.witnessStatus()));
            }

            return response;

        } catch (ResourceNotFoundException e) {
            LOGGER.severe("Table not found: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Table not found: " + tableName)
                .cause(e)
                .build();
        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to describe table: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to describe table: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Tambahkan item pengujian untuk memverifikasi konsistensi kuat MRSC menggunakan AWS SDK for Java 2.x.  

```
    public static PutItemResponse putTestItem(
        final DynamoDbClient dynamoDbClient,
        final String tableName,
        final String artist,
        final String songTitle,
        final String album,
        final String year) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (artist == null || artist.trim().isEmpty()) {
            throw new IllegalArgumentException("Artist cannot be null or empty");
        }
        if (songTitle == null || songTitle.trim().isEmpty()) {
            throw new IllegalArgumentException("Song title cannot be null or empty");
        }

        try {
            LOGGER.info("Adding test item to MRSC global table: " + tableName);

            Map<String, AttributeValue> item = new HashMap<>();
            item.put("Artist", AttributeValue.builder().s(artist).build());
            item.put("SongTitle", AttributeValue.builder().s(songTitle).build());

            if (album != null && !album.trim().isEmpty()) {
                item.put("Album", AttributeValue.builder().s(album).build());
            }
            if (year != null && !year.trim().isEmpty()) {
                item.put("Year", AttributeValue.builder().n(year).build());
            }

            PutItemRequest putItemRequest =
                PutItemRequest.builder().tableName(tableName).item(item).build();

            PutItemResponse response = dynamoDbClient.putItem(putItemRequest);
            LOGGER.info("Test item added successfully with strong consistency");

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to add test item to table: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to add test item to table: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Baca item dengan pembacaan konsisten dari replika MRSC menggunakan. AWS SDK for Java 2.x  

```
    public static GetItemResponse getItemWithConsistentRead(
        final DynamoDbClient dynamoDbClient, final String tableName, final String artist, final String songTitle) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (artist == null || artist.trim().isEmpty()) {
            throw new IllegalArgumentException("Artist cannot be null or empty");
        }
        if (songTitle == null || songTitle.trim().isEmpty()) {
            throw new IllegalArgumentException("Song title cannot be null or empty");
        }

        try {
            LOGGER.info("Reading item from MRSC global table with consistent read: " + tableName);

            Map<String, AttributeValue> key = new HashMap<>();
            key.put("Artist", AttributeValue.builder().s(artist).build());
            key.put("SongTitle", AttributeValue.builder().s(songTitle).build());

            GetItemRequest getItemRequest = GetItemRequest.builder()
                .tableName(tableName)
                .key(key)
                .consistentRead(true)
                .build();

            GetItemResponse response = dynamoDbClient.getItem(getItemRequest);

            if (response.hasItem()) {
                LOGGER.info("Item found with strong consistency - no wait time needed");
            } else {
                LOGGER.info("Item not found");
            }

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to read item from table: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to read item from table: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Lakukan pembaruan bersyarat dengan jaminan MRSC menggunakan. AWS SDK for Java 2.x  

```
    public static UpdateItemResponse performConditionalUpdate(
        final DynamoDbClient dynamoDbClient,
        final String tableName,
        final String artist,
        final String songTitle,
        final String rating) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (artist == null || artist.trim().isEmpty()) {
            throw new IllegalArgumentException("Artist cannot be null or empty");
        }
        if (songTitle == null || songTitle.trim().isEmpty()) {
            throw new IllegalArgumentException("Song title cannot be null or empty");
        }
        if (rating == null || rating.trim().isEmpty()) {
            throw new IllegalArgumentException("Rating cannot be null or empty");
        }

        try {
            LOGGER.info("Performing conditional update on MRSC global table: " + tableName);

            Map<String, AttributeValue> key = new HashMap<>();
            key.put("Artist", AttributeValue.builder().s(artist).build());
            key.put("SongTitle", AttributeValue.builder().s(songTitle).build());

            Map<String, String> expressionAttributeNames = new HashMap<>();
            expressionAttributeNames.put("#rating", "Rating");

            Map<String, AttributeValue> expressionAttributeValues = new HashMap<>();
            expressionAttributeValues.put(
                ":rating", AttributeValue.builder().n(rating).build());

            UpdateItemRequest updateItemRequest = UpdateItemRequest.builder()
                .tableName(tableName)
                .key(key)
                .updateExpression("SET #rating = :rating")
                .conditionExpression("attribute_exists(Artist)")
                .expressionAttributeNames(expressionAttributeNames)
                .expressionAttributeValues(expressionAttributeValues)
                .build();

            UpdateItemResponse response = dynamoDbClient.updateItem(updateItemRequest);
            LOGGER.info("Conditional update successful - demonstrates strong consistency");

            return response;

        } catch (ConditionalCheckFailedException e) {
            LOGGER.warning("Conditional check failed: " + e.getMessage());
            throw e;
        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to perform conditional update: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to perform conditional update: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Tunggu replika dan saksi MRSC menjadi aktif menggunakan. AWS SDK for Java 2.x  

```
    public static void waitForMRSCReplicasActive(
        final DynamoDbClient dynamoDbClient, final String tableName, final int maxWaitTimeSeconds)
        throws InterruptedException {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (maxWaitTimeSeconds <= 0) {
            throw new IllegalArgumentException("Max wait time must be positive");
        }

        try {
            LOGGER.info("Waiting for MRSC replicas and witnesses to become active: " + tableName);

            final long startTime = System.currentTimeMillis();
            final long maxWaitTimeMillis = maxWaitTimeSeconds * 1000L;
            int backoffSeconds = 5; // Start with 5 second intervals
            final int maxBackoffSeconds = 30; // Cap at 30 seconds

            while (System.currentTimeMillis() - startTime < maxWaitTimeMillis) {
                DescribeTableResponse response = describeMRSCTable(dynamoDbClient, tableName);

                boolean allActive = true;
                StringBuilder statusReport = new StringBuilder();

                if (response.table().multiRegionConsistency() == null
                    || !MultiRegionConsistency.STRONG
                        .toString()
                        .equals(response.table().multiRegionConsistency().toString())) {
                    allActive = false;
                    statusReport
                        .append("MultiRegionConsistency: ")
                        .append(response.table().multiRegionConsistency())
                        .append(" ");
                }
                if (response.table().replicas() == null
                    || response.table().replicas().isEmpty()) {
                    allActive = false;
                    statusReport.append("No replicas found. ");
                }
                if (response.table().globalTableWitnesses() == null
                    || response.table().globalTableWitnesses().isEmpty()) {
                    allActive = false;
                    statusReport.append("No witnesses found. ");
                }

                // Check table status
                if (!"ACTIVE".equals(response.table().tableStatus().toString())) {
                    allActive = false;
                    statusReport
                        .append("Table: ")
                        .append(response.table().tableStatus())
                        .append(" ");
                }

                // Check replica status
                if (response.table().replicas() != null) {
                    for (var replica : response.table().replicas()) {
                        if (!"ACTIVE".equals(replica.replicaStatus().toString())) {
                            allActive = false;
                            statusReport
                                .append("Replica(")
                                .append(replica.regionName())
                                .append("): ")
                                .append(replica.replicaStatus())
                                .append(" ");
                        }
                    }
                }

                // Check witness status
                if (response.table().globalTableWitnesses() != null) {
                    for (var witness : response.table().globalTableWitnesses()) {
                        if (!"ACTIVE".equals(witness.witnessStatus().toString())) {
                            allActive = false;
                            statusReport
                                .append("Witness(")
                                .append(witness.regionName())
                                .append("): ")
                                .append(witness.witnessStatus())
                                .append(" ");
                        }
                    }
                }

                if (allActive) {
                    LOGGER.info("All MRSC replicas and witnesses are now active: " + tableName);
                    return;
                }

                LOGGER.info("Waiting for MRSC components to become active. Status: " + statusReport.toString());
                LOGGER.info("Next check in " + backoffSeconds + " seconds...");

                tempWait(backoffSeconds);

                // Exponential backoff with cap
                backoffSeconds = Math.min(backoffSeconds * 2, maxBackoffSeconds);
            }

            throw DynamoDbException.builder()
                .message("Timeout waiting for MRSC replicas to become active after " + maxWaitTimeSeconds + " seconds")
                .build();

        } catch (DynamoDbException | InterruptedException e) {
            LOGGER.severe("Failed to wait for MRSC replicas to become active: " + tableName + " - " + e.getMessage());
            throw e;
        }
    }
```
Bersihkan replika dan saksi MRSC menggunakan. AWS SDK for Java 2.x  

```
    public static UpdateTableResponse cleanupMRSCReplicas(
        final DynamoDbClient dynamoDbClient,
        final String tableName,
        final Region replicaRegion,
        final Region witnessRegion) {

        if (dynamoDbClient == null) {
            throw new IllegalArgumentException("DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (replicaRegion == null) {
            throw new IllegalArgumentException("Replica region cannot be null");
        }
        if (witnessRegion == null) {
            throw new IllegalArgumentException("Witness region cannot be null");
        }

        try {
            LOGGER.info("Cleaning up MRSC replicas and witnesses for table: " + tableName);

            // Remove replica using ReplicationGroupUpdate
            ReplicationGroupUpdate replicaUpdate = ReplicationGroupUpdate.builder()
                .delete(DeleteReplicationGroupMemberAction.builder()
                    .regionName(replicaRegion.id())
                    .build())
                .build();

            // Remove witness
            GlobalTableWitnessGroupUpdate witnessUpdate = GlobalTableWitnessGroupUpdate.builder()
                .delete(DeleteGlobalTableWitnessGroupMemberAction.builder()
                    .regionName(witnessRegion.id())
                    .build())
                .build();

            UpdateTableRequest updateTableRequest = UpdateTableRequest.builder()
                .tableName(tableName)
                .replicaUpdates(List.of(replicaUpdate))
                .globalTableWitnessUpdates(List.of(witnessUpdate))
                .build();

            UpdateTableResponse response = dynamoDbClient.updateTable(updateTableRequest);
            LOGGER.info("MRSC cleanup initiated - removing replica and witness. Response: " + response);

            return response;

        } catch (DynamoDbException e) {
            LOGGER.severe("Failed to cleanup MRSC replicas: " + tableName + " - " + e.getMessage());
            throw DynamoDbException.builder()
                .message("Failed to cleanup MRSC replicas: " + tableName)
                .cause(e)
                .build();
        }
    }
```
Demonstrasi alur kerja MRSC lengkap menggunakan. AWS SDK for Java 2.x  

```
    public static void demonstrateCompleteMRSCWorkflow(
        final DynamoDbClient primaryClient,
        final DynamoDbClient replicaClient,
        final String tableName,
        final Region replicaRegion,
        final Region witnessRegion)
        throws InterruptedException {

        if (primaryClient == null) {
            throw new IllegalArgumentException("Primary DynamoDB client cannot be null");
        }
        if (replicaClient == null) {
            throw new IllegalArgumentException("Replica DynamoDB client cannot be null");
        }
        if (tableName == null || tableName.trim().isEmpty()) {
            throw new IllegalArgumentException("Table name cannot be null or empty");
        }
        if (replicaRegion == null) {
            throw new IllegalArgumentException("Replica region cannot be null");
        }
        if (witnessRegion == null) {
            throw new IllegalArgumentException("Witness region cannot be null");
        }

        try {
            LOGGER.info("=== Starting Complete MRSC Workflow Demonstration ===");

            // Step 1: Create an empty single-Region table
            LOGGER.info("Step 1: Creating empty single-Region table");
            createRegionalTable(primaryClient, tableName);

            // Use the existing GlobalTableOperations method for basic table waiting
            LOGGER.info("Intermediate step: Waiting for table [" + tableName + "] to become active before continuing");
            GlobalTableOperations.waitForTableActive(primaryClient, tableName);

            // Step 2: Convert to MRSC with replica and witness
            LOGGER.info("Step 2: Converting to MRSC with replica and witness");
            convertToMRSCWithWitness(primaryClient, tableName, replicaRegion, witnessRegion);

            // Wait for MRSC conversion to complete using MRSC-specific waiter
            LOGGER.info("Waiting for MRSC conversion to complete...");
            waitForMRSCReplicasActive(primaryClient, tableName);

            LOGGER.info("Intermediate step: Waiting for table [" + tableName + "] to become active before continuing");
            GlobalTableOperations.waitForTableActive(primaryClient, tableName);

            // Step 3: Verify MRSC configuration
            LOGGER.info("Step 3: Verifying MRSC configuration");
            describeMRSCTable(primaryClient, tableName);

            // Step 4: Test strong consistency with data operations
            LOGGER.info("Step 4: Testing strong consistency with data operations");

            // Add test item to primary region
            putTestItem(primaryClient, tableName, "The Beatles", "Hey Jude", "The Beatles 1967-1970", "1968");

            // Immediately read from replica region (no wait needed with MRSC)
            LOGGER.info("Reading from replica region immediately (strong consistency):");
            GetItemResponse getResponse =
                getItemWithConsistentRead(replicaClient, tableName, "The Beatles", "Hey Jude");

            if (getResponse.hasItem()) {
                LOGGER.info("✓ Strong consistency verified - item immediately available in replica region");
            } else {
                LOGGER.warning("✗ Item not found in replica region");
            }

            // Test conditional update from replica region
            LOGGER.info("Testing conditional update from replica region:");
            performConditionalUpdate(replicaClient, tableName, "The Beatles", "Hey Jude", "5");
            LOGGER.info("✓ Conditional update successful - demonstrates strong consistency");

            // Step 5: Cleanup
            LOGGER.info("Step 5: Cleaning up resources");
            cleanupMRSCReplicas(primaryClient, tableName, replicaRegion, witnessRegion);

            // Wait for cleanup to complete using basic table waiter
            LOGGER.info("Waiting for replica cleanup to complete...");
            GlobalTableOperations.waitForTableActive(primaryClient, tableName);

            // "Halt" until replica/witness cleanup is complete
            DescribeTableResponse cleanupVerification = describeMRSCTable(primaryClient, tableName);
            int backoffSeconds = 5; // Start with 5 second intervals
            while (cleanupVerification.table().multiRegionConsistency() != null) {
                LOGGER.info("Waiting additional time (" + backoffSeconds + " seconds) for MRSC cleanup to complete...");
                tempWait(backoffSeconds);

                // Exponential backoff with cap
                backoffSeconds = Math.min(backoffSeconds * 2, 30);
                cleanupVerification = describeMRSCTable(primaryClient, tableName);
            }

            // Delete the primary table
            deleteTable(primaryClient, tableName);

            LOGGER.info("=== MRSC Workflow Demonstration Complete ===");
            LOGGER.info("");
            LOGGER.info("Key benefits of Multi-Region Strong Consistency (MRSC):");
            LOGGER.info("- Immediate consistency across all regions (no eventual consistency delays)");
            LOGGER.info("- Simplified application logic (no need to handle eventual consistency)");
            LOGGER.info("- Support for conditional writes and transactions across regions");
            LOGGER.info("- Consistent read operations from any region without waiting");

        } catch (DynamoDbException | InterruptedException e) {
            LOGGER.severe("MRSC workflow failed: " + e.getMessage());
            throw e;
        }
    }
```
+ Untuk detail API, lihat topik berikut di *Referensi API AWS SDK for Java 2.x *.
  + [CreateTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/CreateTable)
  + [DeleteTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/DeleteTable)
  + [DescribeTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/DescribeTable)
  + [GetItem](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/GetItem)
  + [PutItem](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/PutItem)
  + [UpdateItem](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/UpdateItem)
  + [UpdateTable](https://docs.aws.amazon.com/goto/SdkForJavaV2/dynamodb-2012-08-10/UpdateTable)

------