

Les traductions sont fournies par des outils de traduction automatique. En cas de conflit entre le contenu d'une traduction et celui de la version originale en anglais, la version anglaise prévaudra.

# Exemple de mise en cache des clés de données
<a name="sample-cache-example"></a>

Cet exemple utilise la [mise en cache des clés de données](data-key-caching.md) avec un [cache local](data-caching-details.md#simplecache) pour accélérer une application dans laquelle les données générées par plusieurs appareils sont chiffrées et stockées dans différentes régions.

Dans ce scénario, plusieurs producteurs de données génèrent des données, les chiffrent et les écrivent dans un flux [Kinesis](https://aws.amazon.com/kinesis/streams/) dans chaque région. [AWS Lambda](https://aws.amazon.com/lambda/)les fonctions (consommateurs) déchiffrent les flux et écrivent des données en texte brut dans une table DynamoDB de la région. Les producteurs de données et les consommateurs utilisent le fournisseur de clés [AWS KMS principales AWS Encryption SDK et un fournisseur de clés principales](concepts.md#master-key-provider). Pour réduire le nombre d'appels à KMS, chaque producteur et consommateur dispose de son propre cache local.

Vous pouvez trouver le code source de ces exemples en [Java et Python](sample-cache-example-code.md). L'échantillon inclut également un CloudFormation modèle qui définit les ressources pour les échantillons.

![\[Ce diagramme montre comment les producteurs et les consommateurs de données utilisent Amazon Kinesis Data Streams et Amazon DynamoDB. AWS KMS\]](http://docs.aws.amazon.com/fr_fr/encryption-sdk/latest/developer-guide/images/simplecache-example.png)


## Résultats du cache local
<a name="caching-example-impact"></a>

Le tableau suivant montre qu'un cache local réduit le nombre total d'appels à KMS (par seconde et par région) dans cet exemple à 1 % de sa valeur d'origine.


**Demandes de producteurs**  
[\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/fr_fr/encryption-sdk/latest/developer-guide/sample-cache-example.html)


**Demandes de consommateurs**  
[\[See the AWS documentation website for more details\]](http://docs.aws.amazon.com/fr_fr/encryption-sdk/latest/developer-guide/sample-cache-example.html)

# Exemple de code de mise en cache des clés de données
<a name="sample-cache-example-code"></a>

Cet exemple de code crée une implémentation simple de la mise en cache des clés de données avec un [cache local](data-caching-details.md#simplecache) en Java et Python. Le code crée deux instances d'un cache local : l'une pour les [producteurs de données](#caching-producer) qui chiffrent les données et l'autre pour [les consommateurs de données](#caching-consumer) (AWS Lambda fonctions) qui les déchiffrent. Pour plus de détails sur l'implémentation de la mise en cache des clés de données dans chaque langage, consultez la [documentation [Javadoc et](https://aws.github.io/aws-encryption-sdk-java/) Python](https://aws-encryption-sdk-python.readthedocs.io/en/latest/) du. AWS Encryption SDK

La mise en cache des clés de données est disponible pour tous les [langages de programmation](programming-languages.md) pris en AWS Encryption SDK charge. 

Pour des exemples complets et testés d'utilisation de la mise en cache des clés de données dans le AWS Encryption SDK, voir :
+ C/C\$1\$1 : [caching\$1cmm.cpp](https://github.com/aws/aws-encryption-sdk-c/blob/master/examples/caching_cmm.cpp) 
+ Java : [SimpleDataKeyCachingExample.java](https://github.com/aws/aws-encryption-sdk-java/blob/master/src/examples/java/com/amazonaws/crypto/examples/v2/SimpleDataKeyCachingExample.java)
+ JavaScript Navigateur : [caching\$1cmm.ts](https://github.com/aws/aws-encryption-sdk-javascript/blob/master/modules/example-browser/src/caching_cmm.ts) 
+ JavaScript Node.js : [caching\$1cmm.ts](https://github.com/aws/aws-encryption-sdk-javascript/blob/master/modules/example-node/src/caching_cmm.ts) 
+ Python : [data\$1key\$1caching\$1basic.py](https://github.com/aws/aws-encryption-sdk-python/blob/master/examples/src/legacy/data_key_caching_basic.py)

## Producer
<a name="caching-producer"></a>

[Le producteur obtient une carte, la convertit en JSON, l'utilise AWS Encryption SDK pour la chiffrer et envoie l'enregistrement de texte chiffré vers un flux Kinesis dans chacune d'elles.](https://aws.amazon.com/kinesis/streams/) Région AWS

[Le code définit un [gestionnaire de matériel cryptographique de mise](data-caching-details.md#caching-cmm) en cache (CMM de mise en cache) et l'associe à un [cache local et à un fournisseur](data-caching-details.md#simplecache) de clé principale sous-jacent AWS KMS .](concepts.md#master-key-provider) Le CMM de mise en cache met en cache les clés de données (et le [matériel cryptographique associé](data-caching-details.md#cache-entries)) provenant du fournisseur de clé principale. Il interagit également avec le cache au nom du kit SDK et applique les seuils de sécurité que vous définissez. 

Étant donné que l'appel à la méthode de chiffrement spécifie un CMM de mise en cache, au lieu d'un [gestionnaire de matériel cryptographique (CMM)](concepts.md#crypt-materials-manager) ou d'un fournisseur de clé principale standard, le chiffrement utilisera la mise en cache des clés de données.

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

L'exemple suivant utilise la version 2. *x* du Kit SDK de chiffrement AWS pour Java. Version 3. *x* du rend Kit SDK de chiffrement AWS pour Java obsolète le CMM de mise en cache des clés de données. Avec la version 3. *x*, vous pouvez également utiliser le trousseau de [clés AWS KMS hiérarchique](use-hierarchical-keyring.md), une solution alternative de mise en cache des matériaux cryptographiques.

```
/*
 * Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except
 * in compliance with the License. A copy of the License is located at
 *
 * http://aws.amazon.com/apache2.0
 *
 * or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
 * specific language governing permissions and limitations under the License.
 */
package com.amazonaws.crypto.examples.kinesisdatakeycaching;

import com.amazonaws.encryptionsdk.AwsCrypto;
import com.amazonaws.encryptionsdk.CommitmentPolicy;
import com.amazonaws.encryptionsdk.CryptoResult;
import com.amazonaws.encryptionsdk.MasterKeyProvider;
import com.amazonaws.encryptionsdk.caching.CachingCryptoMaterialsManager;
import com.amazonaws.encryptionsdk.caching.LocalCryptoMaterialsCache;
import com.amazonaws.encryptionsdk.kmssdkv2.KmsMasterKey;
import com.amazonaws.encryptionsdk.kmssdkv2.KmsMasterKeyProvider;
import com.amazonaws.encryptionsdk.multi.MultipleProviderFactory;
import com.amazonaws.util.json.Jackson;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.UUID;
import java.util.concurrent.TimeUnit;
import software.amazon.awssdk.auth.credentials.AwsCredentialsProvider;
import software.amazon.awssdk.auth.credentials.DefaultCredentialsProvider;
import software.amazon.awssdk.core.SdkBytes;
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.kinesis.KinesisClient;
import software.amazon.awssdk.services.kms.KmsClient;

/**
 * Pushes data to Kinesis Streams in multiple Regions.
 */
public class MultiRegionRecordPusher {

    private static final long MAX_ENTRY_AGE_MILLISECONDS = 300000;
    private static final long MAX_ENTRY_USES = 100;
    private static final int MAX_CACHE_ENTRIES = 100;
    private final String streamName_;
    private final ArrayList<KinesisClient> kinesisClients_;
    private final CachingCryptoMaterialsManager cachingMaterialsManager_;
    private final AwsCrypto crypto_;

    /**
     * Creates an instance of this object with Kinesis clients for all target Regions and a cached
     * key provider containing KMS master keys in all target Regions.
     */
    public MultiRegionRecordPusher(final Region[] regions, final String kmsAliasName,
        final String streamName) {
        streamName_ = streamName;
        crypto_ = AwsCrypto.builder()
            .withCommitmentPolicy(CommitmentPolicy.RequireEncryptRequireDecrypt)
            .build();
        kinesisClients_ = new ArrayList<>();

        AwsCredentialsProvider credentialsProvider = DefaultCredentialsProvider.builder().build();

        // Build KmsMasterKey and AmazonKinesisClient objects for each target region
        List<KmsMasterKey> masterKeys = new ArrayList<>();
        for (Region region : regions) {
            kinesisClients_.add(KinesisClient.builder()
                .credentialsProvider(credentialsProvider)
                .region(region)
                .build());

            KmsMasterKey regionMasterKey = KmsMasterKeyProvider.builder()
                .defaultRegion(region)
                .builderSupplier(() -> KmsClient.builder().credentialsProvider(credentialsProvider))
                .buildStrict(kmsAliasName)
                .getMasterKey(kmsAliasName);

            masterKeys.add(regionMasterKey);
        }

        // Collect KmsMasterKey objects into single provider and add cache
        MasterKeyProvider<?> masterKeyProvider = MultipleProviderFactory.buildMultiProvider(
            KmsMasterKey.class,
            masterKeys
        );

        cachingMaterialsManager_ = CachingCryptoMaterialsManager.newBuilder()
            .withMasterKeyProvider(masterKeyProvider)
            .withCache(new LocalCryptoMaterialsCache(MAX_CACHE_ENTRIES))
            .withMaxAge(MAX_ENTRY_AGE_MILLISECONDS, TimeUnit.MILLISECONDS)
            .withMessageUseLimit(MAX_ENTRY_USES)
            .build();
    }

    /**
     * JSON serializes and encrypts the received record data and pushes it to all target streams.
     */
    public void putRecord(final Map<Object, Object> data) {
        String partitionKey = UUID.randomUUID().toString();
        Map<String, String> encryptionContext = new HashMap<>();
        encryptionContext.put("stream", streamName_);

        // JSON serialize data
        String jsonData = Jackson.toJsonString(data);

        // Encrypt data
        CryptoResult<byte[], ?> result = crypto_.encryptData(
            cachingMaterialsManager_,
            jsonData.getBytes(),
            encryptionContext
        );
        byte[] encryptedData = result.getResult();

        // Put records to Kinesis stream in all Regions
        for (KinesisClient regionalKinesisClient : kinesisClients_) {
            regionalKinesisClient.putRecord(builder ->
                builder.streamName(streamName_)
                    .data(SdkBytes.fromByteArray(encryptedData))
                    .partitionKey(partitionKey));
        }
    }
}
```

------
#### [ Python ]

```
"""
Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 
Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except
in compliance with the License. A copy of the License is located at
 
https://aws.amazon.com/apache-2-0/
 
or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.
"""
import json
import uuid
 
from aws_encryption_sdk import EncryptionSDKClient, StrictAwsKmsMasterKeyProvider, CachingCryptoMaterialsManager, LocalCryptoMaterialsCache, CommitmentPolicy
from aws_encryption_sdk.key_providers.kms import KMSMasterKey
import boto3
 
 
class MultiRegionRecordPusher(object):
    """Pushes data to Kinesis Streams in multiple Regions."""
    CACHE_CAPACITY = 100
    MAX_ENTRY_AGE_SECONDS = 300.0
    MAX_ENTRY_MESSAGES_ENCRYPTED = 100
 
    def __init__(self, regions, kms_alias_name, stream_name):
        self._kinesis_clients = []
        self._stream_name = stream_name
 
        # Set up EncryptionSDKClient
        _client = EncryptionSDKClient(CommitmentPolicy.REQUIRE_ENCRYPT_REQUIRE_DECRYPT)
 
        # Set up KMSMasterKeyProvider with cache
        _key_provider = StrictAwsKmsMasterKeyProvider(kms_alias_name)
 
        # Add MasterKey and Kinesis client for each Region
        for region in regions:
            self._kinesis_clients.append(boto3.client('kinesis', region_name=region))
            regional_master_key = KMSMasterKey(
                client=boto3.client('kms', region_name=region),
                key_id=kms_alias_name
            )
            _key_provider.add_master_key_provider(regional_master_key)
 
        cache = LocalCryptoMaterialsCache(capacity=self.CACHE_CAPACITY)
        self._materials_manager = CachingCryptoMaterialsManager(
            master_key_provider=_key_provider,
            cache=cache,
            max_age=self.MAX_ENTRY_AGE_SECONDS,
            max_messages_encrypted=self.MAX_ENTRY_MESSAGES_ENCRYPTED
        )
 
    def put_record(self, record_data):
        """JSON serializes and encrypts the received record data and pushes it to all target streams.
 
        :param dict record_data: Data to write to stream
        """
        # Kinesis partition key to randomize write load across stream shards
        partition_key = uuid.uuid4().hex
 
        encryption_context = {'stream': self._stream_name}
 
        # JSON serialize data
        json_data = json.dumps(record_data)
 
        # Encrypt data
        encrypted_data, _header = _client.encrypt(
            source=json_data,
            materials_manager=self._materials_manager,
            encryption_context=encryption_context
        )
 
        # Put records to Kinesis stream in all Regions
        for client in self._kinesis_clients:
            client.put_record(
                StreamName=self._stream_name,
                Data=encrypted_data,
                PartitionKey=partition_key
            )
```

------

## Consommateur
<a name="caching-consumer"></a>

Le consommateur de données est une [AWS Lambda](https://aws.amazon.com/lambda/)fonction déclenchée par des événements [Kinesis](https://aws.amazon.com/kinesis/). [Il déchiffre et désérialise chaque enregistrement, puis écrit l'enregistrement en texte brut dans une table Amazon DynamoDB de la même région.](https://aws.amazon.com/dynamodb/)

À l'instar du code producteur, le code consommateur permet la mise en cache des clés de données en utilisant un gestionnaire de matériel cryptographique de mise en cache (CMM de mise en cache) lors des appels à la méthode de déchiffrement. 

Le code Java crée un fournisseur de clé principale en *mode strict* avec une valeur spécifiée AWS KMS key. [Le mode strict n'est pas obligatoire lors du déchiffrement, mais il s'agit d'une bonne pratique.](best-practices.md#strict-discovery-mode) Le code Python utilise le *mode découverte*, qui permet d' AWS Encryption SDK utiliser n'importe quelle clé d'encapsulation qui a chiffré une clé de données pour la déchiffrer.

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

L'exemple suivant utilise la version 2. *x* du Kit SDK de chiffrement AWS pour Java. Version 3. *x* du rend Kit SDK de chiffrement AWS pour Java obsolète le CMM de mise en cache des clés de données. Avec la version 3. *x*, vous pouvez également utiliser le trousseau de [clés AWS KMS hiérarchique](use-hierarchical-keyring.md), une solution alternative de mise en cache des matériaux cryptographiques.

Ce code crée un fournisseur de clé principale pour le déchiffrement en mode strict. Ils ne AWS Encryption SDK peuvent utiliser que celui que AWS KMS keys vous spécifiez pour déchiffrer votre message.

```
/*
 * Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except
 * in compliance with the License. A copy of the License is located at
 *
 * http://aws.amazon.com/apache2.0
 *
 * or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
 * specific language governing permissions and limitations under the License.
 */
package com.amazonaws.crypto.examples.kinesisdatakeycaching;

import com.amazonaws.encryptionsdk.AwsCrypto;
import com.amazonaws.encryptionsdk.CommitmentPolicy;
import com.amazonaws.encryptionsdk.CryptoResult;
import com.amazonaws.encryptionsdk.caching.CachingCryptoMaterialsManager;
import com.amazonaws.encryptionsdk.caching.LocalCryptoMaterialsCache;
import com.amazonaws.encryptionsdk.kmssdkv2.KmsMasterKeyProvider;
import com.amazonaws.services.lambda.runtime.Context;
import com.amazonaws.services.lambda.runtime.events.KinesisEvent;
import com.amazonaws.services.lambda.runtime.events.KinesisEvent.KinesisEventRecord;
import com.amazonaws.util.BinaryUtils;
import java.io.UnsupportedEncodingException;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.util.concurrent.TimeUnit;
import software.amazon.awssdk.enhanced.dynamodb.DynamoDbEnhancedClient;
import software.amazon.awssdk.enhanced.dynamodb.DynamoDbTable;
import software.amazon.awssdk.enhanced.dynamodb.TableSchema;

/**
 * Decrypts all incoming Kinesis records and writes records to DynamoDB.
 */
public class LambdaDecryptAndWrite {

    private static final long MAX_ENTRY_AGE_MILLISECONDS = 600000;
    private static final int MAX_CACHE_ENTRIES = 100;
    private final CachingCryptoMaterialsManager cachingMaterialsManager_;
    private final AwsCrypto crypto_;
    private final DynamoDbTable<Item> table_;

    /**
     * Because the cache is used only for decryption, the code doesn't set the max bytes or max
     * message security thresholds that are enforced only on on data keys used for encryption.
     */
    public LambdaDecryptAndWrite() {
        String kmsKeyArn = System.getenv("CMK_ARN");
        cachingMaterialsManager_ = CachingCryptoMaterialsManager.newBuilder()
            .withMasterKeyProvider(KmsMasterKeyProvider.builder().buildStrict(kmsKeyArn))
            .withCache(new LocalCryptoMaterialsCache(MAX_CACHE_ENTRIES))
            .withMaxAge(MAX_ENTRY_AGE_MILLISECONDS, TimeUnit.MILLISECONDS)
            .build();

        crypto_ = AwsCrypto.builder()
            .withCommitmentPolicy(CommitmentPolicy.RequireEncryptRequireDecrypt)
            .build();

        String tableName = System.getenv("TABLE_NAME");
        DynamoDbEnhancedClient dynamodb = DynamoDbEnhancedClient.builder().build();
        table_ = dynamodb.table(tableName, TableSchema.fromClass(Item.class));
    }

    /**
     * @param event
     * @param context
     */
    public void handleRequest(KinesisEvent event, Context context)
        throws UnsupportedEncodingException {
        for (KinesisEventRecord record : event.getRecords()) {
            ByteBuffer ciphertextBuffer = record.getKinesis().getData();
            byte[] ciphertext = BinaryUtils.copyAllBytesFrom(ciphertextBuffer);

            // Decrypt and unpack record
            CryptoResult<byte[], ?> plaintextResult = crypto_.decryptData(cachingMaterialsManager_,
                ciphertext);

            // Verify the encryption context value
            String streamArn = record.getEventSourceARN();
            String streamName = streamArn.substring(streamArn.indexOf("/") + 1);
            if (!streamName.equals(plaintextResult.getEncryptionContext().get("stream"))) {
                throw new IllegalStateException("Wrong Encryption Context!");
            }

            // Write record to DynamoDB
            String jsonItem = new String(plaintextResult.getResult(), StandardCharsets.UTF_8);
            System.out.println(jsonItem);
            table_.putItem(Item.fromJSON(jsonItem));
        }
    }

    private static class Item {

        static Item fromJSON(String jsonText) {
            // Parse JSON and create new Item
            return new Item();
        }
    }
}
```

------
#### [ Python ]

Ce code Python est déchiffré avec un fournisseur de clé principale en mode découverte. Il permet d' AWS Encryption SDK utiliser n'importe quelle clé d'encapsulation qui a chiffré une clé de données pour la déchiffrer. Le mode strict, dans lequel vous spécifiez les clés d'encapsulation qui peuvent être utilisées pour le déchiffrement, est une [bonne pratique](best-practices.md#strict-discovery-mode).

```
"""
Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved.
 
Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except
in compliance with the License. A copy of the License is located at
 
https://aws.amazon.com/apache-2-0/
 
or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
specific language governing permissions and limitations under the License.
"""
import base64
import json
import logging
import os
 
from aws_encryption_sdk import EncryptionSDKClient, DiscoveryAwsKmsMasterKeyProvider, CachingCryptoMaterialsManager, LocalCryptoMaterialsCache, CommitmentPolicy
import boto3
 
_LOGGER = logging.getLogger(__name__)
_is_setup = False
CACHE_CAPACITY = 100
MAX_ENTRY_AGE_SECONDS = 600.0
 
def setup():
    """Sets up clients that should persist across Lambda invocations."""
    global encryption_sdk_client
    encryption_sdk_client = EncryptionSDKClient(CommitmentPolicy.REQUIRE_ENCRYPT_REQUIRE_DECRYPT)
 
    global materials_manager
    key_provider = DiscoveryAwsKmsMasterKeyProvider()
    cache = LocalCryptoMaterialsCache(capacity=CACHE_CAPACITY)
           
    #  Because the cache is used only for decryption, the code doesn't set
    #   the max bytes or max message security thresholds that are enforced
    #   only on on data keys used for encryption.
    materials_manager = CachingCryptoMaterialsManager(
        master_key_provider=key_provider,
        cache=cache,
        max_age=MAX_ENTRY_AGE_SECONDS
    )
    global table
    table_name = os.environ.get('TABLE_NAME')
    table = boto3.resource('dynamodb').Table(table_name)
    global _is_setup
    _is_setup = True
 
 
def lambda_handler(event, context):
    """Decrypts all incoming Kinesis records and writes records to DynamoDB."""
    _LOGGER.debug('New event:')
    _LOGGER.debug(event)
    if not _is_setup:
        setup()
    with table.batch_writer() as batch:
        for record in event.get('Records', []):
            # Record data base64-encoded by Kinesis
            ciphertext = base64.b64decode(record['kinesis']['data'])
 
            # Decrypt and unpack record
            plaintext, header = encryption_sdk_client.decrypt(
                source=ciphertext,
                materials_manager=materials_manager
            )
            item = json.loads(plaintext)
 
            # Verify the encryption context value
            stream_name = record['eventSourceARN'].split('/', 1)[1]
            if stream_name != header.encryption_context['stream']:
                raise ValueError('Wrong Encryption Context!')
 
            # Write record to DynamoDB
            batch.put_item(Item=item)
```

------

# Exemple de mise en cache de clés de données : modèle CloudFormation
<a name="sample-cache-example-cloudformation"></a>

Ce CloudFormation modèle met en place toutes les AWS ressources nécessaires pour reproduire l'[exemple de mise en cache des clés de données](sample-cache-example.md).

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

```
{
    "Parameters": {
        "SourceCodeBucket": {
            "Type": "String",
            "Description": "S3 bucket containing Lambda source code zip files"
        },
        "PythonLambdaS3Key": {
            "Type": "String",
            "Description": "S3 key containing Python Lambda source code zip file"
        },
        "PythonLambdaObjectVersionId": {
            "Type": "String",
            "Description": "S3 version id for S3 key containing Python Lambda source code zip file"
        },
        "JavaLambdaS3Key": {
            "Type": "String",
            "Description": "S3 key containing Python Lambda source code zip file"
        },
        "JavaLambdaObjectVersionId": {
            "Type": "String",
            "Description": "S3 version id for S3 key containing Python Lambda source code zip file"
        },
        "KeyAliasSuffix": {
            "Type": "String",
            "Description": "Suffix to use for KMS key Alias (ie: alias/KeyAliasSuffix)"
        },
        "StreamName": {
            "Type": "String",
            "Description": "Name to use for Kinesis Stream"
        }
    },
    "Resources": {
        "InputStream": {
            "Type": "AWS::Kinesis::Stream",
            "Properties": {
                "Name": {
                    "Ref": "StreamName"
                },
                "ShardCount": 2
            }
        },
        "PythonLambdaOutputTable": {
            "Type": "AWS::DynamoDB::Table",
            "Properties": {
                "AttributeDefinitions": [
                    {
                        "AttributeName": "id",
                        "AttributeType": "S"
                    }
                ],
                "KeySchema": [
                    {
                        "AttributeName": "id",
                        "KeyType": "HASH"
                    }
                ],
                "ProvisionedThroughput": {
                    "ReadCapacityUnits": 1,
                    "WriteCapacityUnits": 1
                }
            }
        },
        "PythonLambdaRole": {
            "Type": "AWS::IAM::Role",
            "Properties": {
                "AssumeRolePolicyDocument": {
                    "Version": "2012-10-17",		 	 	 
                    "Statement": [
                        {
                            "Effect": "Allow",
                            "Principal": {
                                "Service": "lambda.amazonaws.com"
                            },
                            "Action": "sts:AssumeRole"
                        }
                    ]
                },
                "ManagedPolicyArns": [
                    "arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole"
                ],
                "Policies": [
                    {
                        "PolicyName": "PythonLambdaAccess",
                        "PolicyDocument": {
                            "Version": "2012-10-17",		 	 	 
                            "Statement": [
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "dynamodb:DescribeTable",
                                        "dynamodb:BatchWriteItem"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${PythonLambdaOutputTable}"
                                    }
                                },
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "dynamodb:PutItem"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${PythonLambdaOutputTable}*"
                                    }
                                },
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "kinesis:GetRecords",
                                        "kinesis:GetShardIterator",
                                        "kinesis:DescribeStream",
                                        "kinesis:ListStreams"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}"
                                    }
                                }
                            ]
                        }
                    }
                ]
            }
        },
        "PythonLambdaFunction": {
            "Type": "AWS::Lambda::Function",
            "Properties": {
                "Description": "Python consumer",
                "Runtime": "python2.7",
                "MemorySize": 512,
                "Timeout": 90,
                "Role": {
                    "Fn::GetAtt": [
                        "PythonLambdaRole",
                        "Arn"
                    ]
                },
                "Handler": "aws_crypto_examples.kinesis_datakey_caching.consumer.lambda_handler",
                "Code": {
                    "S3Bucket": {
                        "Ref": "SourceCodeBucket"
                    },
                    "S3Key": {
                        "Ref": "PythonLambdaS3Key"
                    },
                    "S3ObjectVersion": {
                        "Ref": "PythonLambdaObjectVersionId"
                    }
                },
                "Environment": {
                    "Variables": {
                        "TABLE_NAME": {
                            "Ref": "PythonLambdaOutputTable"
                        }
                    }
                }
            }
        },
        "PythonLambdaSourceMapping": {
            "Type": "AWS::Lambda::EventSourceMapping",
            "Properties": {
                "BatchSize": 1,
                "Enabled": true,
                "EventSourceArn": {
                    "Fn::Sub": "arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}"
                },
                "FunctionName": {
                    "Ref": "PythonLambdaFunction"
                },
                "StartingPosition": "TRIM_HORIZON"
            }
        },
        "JavaLambdaOutputTable": {
            "Type": "AWS::DynamoDB::Table",
            "Properties": {
                "AttributeDefinitions": [
                    {
                        "AttributeName": "id",
                        "AttributeType": "S"
                    }
                ],
                "KeySchema": [
                    {
                        "AttributeName": "id",
                        "KeyType": "HASH"
                    }
                ],
                "ProvisionedThroughput": {
                    "ReadCapacityUnits": 1,
                    "WriteCapacityUnits": 1
                }
            }
        },
        "JavaLambdaRole": {
            "Type": "AWS::IAM::Role",
            "Properties": {
                "AssumeRolePolicyDocument": {
                    "Version": "2012-10-17",		 	 	 
                    "Statement": [
                        {
                            "Effect": "Allow",
                            "Principal": {
                                "Service": "lambda.amazonaws.com"
                            },
                            "Action": "sts:AssumeRole"
                        }
                    ]
                },
                "ManagedPolicyArns": [
                    "arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole"
                ],
                "Policies": [
                    {
                        "PolicyName": "JavaLambdaAccess",
                        "PolicyDocument": {
                            "Version": "2012-10-17",		 	 	 
                            "Statement": [
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "dynamodb:DescribeTable",
                                        "dynamodb:BatchWriteItem"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${JavaLambdaOutputTable}"
                                    }
                                },
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "dynamodb:PutItem"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${JavaLambdaOutputTable}*"
                                    }
                                },
                                {
                                    "Effect": "Allow",
                                    "Action": [
                                        "kinesis:GetRecords",
                                        "kinesis:GetShardIterator",
                                        "kinesis:DescribeStream",
                                        "kinesis:ListStreams"
                                    ],
                                    "Resource": {
                                        "Fn::Sub": "arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}"
                                    }
                                }
                            ]
                        }
                    }
                ]
            }
        },
        "JavaLambdaFunction": {
            "Type": "AWS::Lambda::Function",
            "Properties": {
                "Description": "Java consumer",
                "Runtime": "java8",
                "MemorySize": 512,
                "Timeout": 90,
                "Role": {
                    "Fn::GetAtt": [
                        "JavaLambdaRole",
                        "Arn"
                    ]
                },
                "Handler": "com.amazonaws.crypto.examples.kinesisdatakeycaching.LambdaDecryptAndWrite::handleRequest",
                "Code": {
                    "S3Bucket": {
                        "Ref": "SourceCodeBucket"
                    },
                    "S3Key": {
                        "Ref": "JavaLambdaS3Key"
                    },
                    "S3ObjectVersion": {
                        "Ref": "JavaLambdaObjectVersionId"
                    }
                },
                "Environment": {
                    "Variables": {
                        "TABLE_NAME": {
                            "Ref": "JavaLambdaOutputTable"
                        },
                        "CMK_ARN": {
                            "Fn::GetAtt": [
                                "RegionKinesisCMK",
                                "Arn"
                            ]
                        }
                    }
                }
            }
        },
        "JavaLambdaSourceMapping": {
            "Type": "AWS::Lambda::EventSourceMapping",
            "Properties": {
                "BatchSize": 1,
                "Enabled": true,
                "EventSourceArn": {
                    "Fn::Sub": "arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}"
                },
                "FunctionName": {
                    "Ref": "JavaLambdaFunction"
                },
                "StartingPosition": "TRIM_HORIZON"
            }
        },
        "RegionKinesisCMK": {
            "Type": "AWS::KMS::Key",
            "Properties": {
                "Description": "Used to encrypt data passing through Kinesis Stream in this region",
                "Enabled": true,
                "KeyPolicy": {
                    "Version": "2012-10-17",		 	 	 
                    "Statement": [
                        {
                            "Effect": "Allow",
                            "Principal": {
                                "AWS": {
                                    "Fn::Sub": "arn:aws:iam::${AWS::AccountId}:root"
                                }
                            },
                            "Action": [
                                "kms:Encrypt",
                                "kms:GenerateDataKey",
                                "kms:CreateAlias",
                                "kms:DeleteAlias",
                                "kms:DescribeKey",
                                "kms:DisableKey",
                                "kms:EnableKey",
                                "kms:PutKeyPolicy",
                                "kms:ScheduleKeyDeletion",
                                "kms:UpdateAlias",
                                "kms:UpdateKeyDescription"
                            ],
                            "Resource": "*"
                        },
                        {
                            "Effect": "Allow",
                            "Principal": {
                                "AWS": [
                                    {
                                        "Fn::GetAtt": [
                                            "PythonLambdaRole",
                                            "Arn"
                                        ]
                                    },
                                    {
                                        "Fn::GetAtt": [
                                            "JavaLambdaRole",
                                            "Arn"
                                        ]
                                    }
                                ]
                            },
                            "Action": "kms:Decrypt",
                            "Resource": "*"
                        }
                    ]
                }
            }
        },
        "RegionKinesisCMKAlias": {
            "Type": "AWS::KMS::Alias",
            "Properties": {
                "AliasName": {
                    "Fn::Sub": "alias/${KeyAliasSuffix}"
                },
                "TargetKeyId": {
                    "Ref": "RegionKinesisCMK"
                }
            }
        }
    }
}
```

------
#### [ YAML ]

```
Parameters:
    SourceCodeBucket:
        Type: String
        Description: S3 bucket containing Lambda source code zip files
    PythonLambdaS3Key:
        Type: String
        Description: S3 key containing Python Lambda source code zip file
    PythonLambdaObjectVersionId:
        Type: String
        Description: S3 version id for S3 key containing Python Lambda source code zip file
    JavaLambdaS3Key:
        Type: String
        Description: S3 key containing Python Lambda source code zip file
    JavaLambdaObjectVersionId:
        Type: String
        Description: S3 version id for S3 key containing Python Lambda source code zip file
    KeyAliasSuffix:
        Type: String
        Description: 'Suffix to use for KMS CMK Alias (ie: alias/<KeyAliasSuffix>)'
    StreamName:
        Type: String
        Description: Name to use for Kinesis Stream
Resources:
    InputStream:
        Type: AWS::Kinesis::Stream
        Properties:
            Name: !Ref StreamName
            ShardCount: 2
    PythonLambdaOutputTable:
        Type: AWS::DynamoDB::Table
        Properties:
            AttributeDefinitions:
                -
                    AttributeName: id
                    AttributeType: S
            KeySchema:
                -
                    AttributeName: id
                    KeyType: HASH
            ProvisionedThroughput:
                ReadCapacityUnits: 1
                WriteCapacityUnits: 1
    PythonLambdaRole:
        Type: AWS::IAM::Role
        Properties:
            AssumeRolePolicyDocument:
                Version: 2012-10-17
                Statement:
                    -
                        Effect: Allow
                        Principal:
                            Service: lambda.amazonaws.com
                        Action: sts:AssumeRole
            ManagedPolicyArns:
                - arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
            Policies:
                -
                    PolicyName: PythonLambdaAccess
                    PolicyDocument:
                        Version: 2012-10-17
                        Statement:
                            -
                                Effect: Allow
                                Action:
                                    - dynamodb:DescribeTable
                                    - dynamodb:BatchWriteItem
                                Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${PythonLambdaOutputTable}
                            -
                                Effect: Allow
                                Action:
                                    - dynamodb:PutItem
                                Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${PythonLambdaOutputTable}*
                            -
                                Effect: Allow
                                Action:
                                    - kinesis:GetRecords
                                    - kinesis:GetShardIterator
                                    - kinesis:DescribeStream
                                    - kinesis:ListStreams
                                Resource: !Sub arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}
    PythonLambdaFunction:
        Type: AWS::Lambda::Function
        Properties:
            Description: Python consumer
            Runtime: python2.7
            MemorySize: 512
            Timeout: 90
            Role: !GetAtt PythonLambdaRole.Arn
            Handler: aws_crypto_examples.kinesis_datakey_caching.consumer.lambda_handler
            Code:
                S3Bucket: !Ref SourceCodeBucket
                S3Key: !Ref PythonLambdaS3Key
                S3ObjectVersion: !Ref PythonLambdaObjectVersionId
            Environment:
                Variables:
                    TABLE_NAME: !Ref PythonLambdaOutputTable
    PythonLambdaSourceMapping:
        Type: AWS::Lambda::EventSourceMapping
        Properties:
            BatchSize: 1
            Enabled: true
            EventSourceArn: !Sub arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}
            FunctionName: !Ref PythonLambdaFunction
            StartingPosition: TRIM_HORIZON
    JavaLambdaOutputTable:
        Type: AWS::DynamoDB::Table
        Properties:
            AttributeDefinitions:
                -
                    AttributeName: id
                    AttributeType: S
            KeySchema:
                -
                    AttributeName: id
                    KeyType: HASH
            ProvisionedThroughput:
                ReadCapacityUnits: 1
                WriteCapacityUnits: 1
    JavaLambdaRole:
        Type: AWS::IAM::Role
        Properties:
            AssumeRolePolicyDocument:
                Version: 2012-10-17
                Statement:
                    -
                        Effect: Allow
                        Principal:
                            Service: lambda.amazonaws.com
                        Action: sts:AssumeRole
            ManagedPolicyArns:
                - arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
            Policies:
                -
                    PolicyName: JavaLambdaAccess
                    PolicyDocument:
                        Version: 2012-10-17
                        Statement:
                            -
                                Effect: Allow
                                Action:
                                    - dynamodb:DescribeTable
                                    - dynamodb:BatchWriteItem
                                Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${JavaLambdaOutputTable}
                            -
                                Effect: Allow
                                Action:
                                    - dynamodb:PutItem
                                Resource: !Sub arn:aws:dynamodb:${AWS::Region}:${AWS::AccountId}:table/${JavaLambdaOutputTable}*
                            -
                                Effect: Allow
                                Action:
                                    - kinesis:GetRecords
                                    - kinesis:GetShardIterator
                                    - kinesis:DescribeStream
                                    - kinesis:ListStreams
                                Resource: !Sub arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}
    JavaLambdaFunction:
        Type: AWS::Lambda::Function
        Properties:
            Description: Java consumer
            Runtime: java8
            MemorySize: 512
            Timeout: 90
            Role: !GetAtt JavaLambdaRole.Arn
            Handler: com.amazonaws.crypto.examples.kinesisdatakeycaching.LambdaDecryptAndWrite::handleRequest
            Code:
                S3Bucket: !Ref SourceCodeBucket
                S3Key: !Ref JavaLambdaS3Key
                S3ObjectVersion: !Ref JavaLambdaObjectVersionId
            Environment:
                Variables:
                    TABLE_NAME: !Ref JavaLambdaOutputTable
                    CMK_ARN: !GetAtt RegionKinesisCMK.Arn
    JavaLambdaSourceMapping:
        Type: AWS::Lambda::EventSourceMapping
        Properties:
            BatchSize: 1
            Enabled: true
            EventSourceArn: !Sub arn:aws:kinesis:${AWS::Region}:${AWS::AccountId}:stream/${InputStream}
            FunctionName: !Ref JavaLambdaFunction
            StartingPosition: TRIM_HORIZON
    RegionKinesisCMK:
        Type: AWS::KMS::Key
        Properties:
            Description: Used to encrypt data passing through Kinesis Stream in this region
            Enabled: true
            KeyPolicy:
                Version: 2012-10-17
                Statement:
                    -
                        Effect: Allow
                        Principal:
                            AWS: !Sub arn:aws:iam::${AWS::AccountId}:root
                        Action:
                            # Data plane actions
                            - kms:Encrypt
                            - kms:GenerateDataKey
                            # Control plane actions
                            - kms:CreateAlias
                            - kms:DeleteAlias
                            - kms:DescribeKey
                            - kms:DisableKey
                            - kms:EnableKey
                            - kms:PutKeyPolicy
                            - kms:ScheduleKeyDeletion
                            - kms:UpdateAlias
                            - kms:UpdateKeyDescription
                        Resource: '*'
                    -
                        Effect: Allow
                        Principal:
                            AWS:
                                - !GetAtt PythonLambdaRole.Arn
                                - !GetAtt JavaLambdaRole.Arn
                        Action: kms:Decrypt
                        Resource: '*'
    RegionKinesisCMKAlias:
        Type: AWS::KMS::Alias
        Properties:
            AliasName: !Sub alias/${KeyAliasSuffix}
            TargetKeyId: !Ref RegionKinesisCMK
```

------