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* Added the DynamoDB destination connector. Implemented getConsumer and check methods. Signed-off-by: Jinni Gu <[email protected]> * Added auto-generated project files. Signed-off-by: Yiqing Wang <[email protected]> * Added config related files and output table helper. Signed-off-by: Yiqing Wang <[email protected]> * Added document for DynamoDB destination. Signed-off-by: Jinni Gu <[email protected]> * Implemented DynamodbWriter. Added integration tests and unit tests. Signed-off-by: qtz123 <[email protected]> * Added DynamoDB in the SUMMARY.md. Signed-off-by: qtz123 <[email protected]> * Formatted code using ./gradlew format. Signed-off-by: Jinni Gu <[email protected]> * Added changelog to the doc. Signed-off-by: qtz123 <[email protected]> * Used PAY_PER_REQUEST instead of provisioned for DynamoDB. Gave the value a name batchSize. Removed unnecessary logs. Signed-off-by: Yiqing Wang <[email protected]> Co-authored-by: Yiqing Wang <[email protected]> Co-authored-by: qtz123 <[email protected]>
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...esources/config/STANDARD_DESTINATION_DEFINITION/8ccd8909-4e99-4141-b48d-4984b70b2d89.json
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{ | ||
"destinationDefinitionId": "8ccd8909-4e99-4141-b48d-4984b70b2d89", | ||
"name": "DynamoDB", | ||
"dockerRepository": "airbyte/destination-dynamodb", | ||
"dockerImageTag": "0.1.0", | ||
"documentationUrl": "https://docs.airbyte.io/integrations/destinations/dynamodb" | ||
} |
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airbyte-integrations/connectors/destination-dynamodb/.dockerignore
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* | ||
!Dockerfile | ||
!build |
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airbyte-integrations/connectors/destination-dynamodb/Dockerfile
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FROM airbyte/integration-base-java:dev | ||
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WORKDIR /airbyte | ||
ENV APPLICATION destination-dynamodb | ||
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COPY build/distributions/${APPLICATION}*.tar ${APPLICATION}.tar | ||
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RUN tar xf ${APPLICATION}.tar --strip-components=1 | ||
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LABEL io.airbyte.version=0.1.0 | ||
LABEL io.airbyte.name=airbyte/destination-dynamodb |
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airbyte-integrations/connectors/destination-dynamodb/README.md
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# Destination Dynamodb | ||
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This is the repository for the Dynamodb destination connector in Java. | ||
For information about how to use this connector within Airbyte, see [the User Documentation](https://docs.airbyte.io/integrations/destinations/dynamodb). | ||
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## Local development | ||
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#### Building via Gradle | ||
From the Airbyte repository root, run: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-dynamodb:build | ||
``` | ||
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#### Create credentials | ||
**If you are a community contributor**, generate the necessary credentials and place them in `secrets/config.json` conforming to the spec file in `src/main/resources/spec.json`. | ||
Note that the `secrets` directory is git-ignored by default, so there is no danger of accidentally checking in sensitive information. | ||
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**If you are an Airbyte core member**, follow the [instructions](https://docs.airbyte.io/connector-development#using-credentials-in-ci) to set up the credentials. | ||
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### Locally running the connector docker image | ||
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#### Build | ||
Build the connector image via Gradle: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-dynamodb:airbyteDocker | ||
``` | ||
When building via Gradle, the docker image name and tag, respectively, are the values of the `io.airbyte.name` and `io.airbyte.version` `LABEL`s in | ||
the Dockerfile. | ||
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#### Run | ||
Then run any of the connector commands as follows: | ||
``` | ||
docker run --rm airbyte/destination-dynamodb:dev spec | ||
docker run --rm -v $(pwd)/secrets:/secrets airbyte/destination-dynamodb:dev check --config /secrets/config.json | ||
docker run --rm -v $(pwd)/secrets:/secrets airbyte/destination-dynamodb:dev discover --config /secrets/config.json | ||
docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/destination-dynamodb:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json | ||
``` | ||
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## Testing | ||
We use `JUnit` for Java tests. | ||
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### Unit and Integration Tests | ||
Place unit tests under `src/test/io/airbyte/integrations/destinations/dynamodb`. | ||
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#### Acceptance Tests | ||
Airbyte has a standard test suite that all destination connectors must pass. Implement the `TODO`s in | ||
`src/test-integration/java/io/airbyte/integrations/destinations/dynamodbDestinationAcceptanceTest.java`. | ||
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### Using gradle to run tests | ||
All commands should be run from airbyte project root. | ||
To run unit tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-dynamodb:unitTest | ||
``` | ||
To run acceptance and custom integration tests: | ||
``` | ||
./gradlew :airbyte-integrations:connectors:destination-dynamodb:integrationTest | ||
``` | ||
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## Dependency Management | ||
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### Publishing a new version of the connector | ||
You've checked out the repo, implemented a million dollar feature, and you're ready to share your changes with the world. Now what? | ||
1. Make sure your changes are passing unit and integration tests. | ||
1. Bump the connector version in `Dockerfile` -- just increment the value of the `LABEL io.airbyte.version` appropriately (we use [SemVer](https://semver.org/)). | ||
1. Create a Pull Request. | ||
1. Pat yourself on the back for being an awesome contributor. | ||
1. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master. |
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airbyte-integrations/connectors/destination-dynamodb/build.gradle
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plugins { | ||
id 'application' | ||
id 'airbyte-docker' | ||
id 'airbyte-integration-test-java' | ||
} | ||
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application { | ||
mainClass = 'io.airbyte.integrations.destination.dynamodb.DynamodbDestination' | ||
} | ||
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dependencies { | ||
implementation project(':airbyte-config:models') | ||
implementation project(':airbyte-protocol:models') | ||
implementation project(':airbyte-integrations:bases:base-java') | ||
implementation project(':airbyte-integrations:connectors:destination-jdbc') | ||
implementation files(project(':airbyte-integrations:bases:base-java').airbyteDocker.outputs) | ||
implementation 'com.amazonaws:aws-java-sdk-dynamodb:1.12.47' | ||
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integrationTestJavaImplementation project(':airbyte-integrations:bases:standard-destination-test') | ||
integrationTestJavaImplementation project(':airbyte-integrations:connectors:destination-dynamodb') | ||
} |
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airbyte-integrations/connectors/destination-dynamodb/sample_secrets/config.json
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{ | ||
"dynamodb_table_name": "paste-table-name-here", | ||
"dynamodb_region": "paste-dynamodb-region-here", | ||
"access_key_id": "paste-access-key-id-here", | ||
"secret_access_key": "paste-secret-access-key-here" | ||
} |
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...-dynamodb/src/main/java/io/airbyte/integrations/destination/dynamodb/DynamodbChecker.java
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/* | ||
* MIT License | ||
* | ||
* Copyright (c) 2020 Airbyte | ||
* | ||
* Permission is hereby granted, free of charge, to any person obtaining a copy | ||
* of this software and associated documentation files (the "Software"), to deal | ||
* in the Software without restriction, including without limitation the rights | ||
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
* copies of the Software, and to permit persons to whom the Software is | ||
* furnished to do so, subject to the following conditions: | ||
* | ||
* The above copyright notice and this permission notice shall be included in all | ||
* copies or substantial portions of the Software. | ||
* | ||
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
* SOFTWARE. | ||
*/ | ||
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package io.airbyte.integrations.destination.dynamodb; | ||
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import com.amazonaws.ClientConfiguration; | ||
import com.amazonaws.auth.AWSStaticCredentialsProvider; | ||
import com.amazonaws.auth.BasicAWSCredentials; | ||
import com.amazonaws.client.builder.AwsClientBuilder; | ||
import com.amazonaws.services.dynamodbv2.AmazonDynamoDB; | ||
import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClientBuilder; | ||
import com.amazonaws.services.dynamodbv2.document.*; | ||
import com.amazonaws.services.dynamodbv2.model.*; | ||
import io.airbyte.integrations.base.JavaBaseConstants; | ||
import java.util.Arrays; | ||
import java.util.UUID; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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public class DynamodbChecker { | ||
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private static final Logger LOGGER = LoggerFactory.getLogger(DynamodbChecker.class); | ||
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public static void attemptDynamodbWriteAndDelete(DynamodbDestinationConfig dynamodbDestinationConfig) throws Exception { | ||
var prefix = dynamodbDestinationConfig.getTableName(); | ||
final String outputTableName = prefix + "_airbyte_connection_test_" + UUID.randomUUID().toString().replaceAll("-", ""); | ||
attemptWriteAndDeleteDynamodbItem(dynamodbDestinationConfig, outputTableName); | ||
} | ||
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private static void attemptWriteAndDeleteDynamodbItem(DynamodbDestinationConfig dynamodbDestinationConfig, String outputTableName) | ||
throws Exception { | ||
DynamoDB dynamoDB = new DynamoDB(getAmazonDynamoDB(dynamodbDestinationConfig)); | ||
Table table = dynamoDB.createTable(outputTableName, // create table | ||
Arrays.asList(new KeySchemaElement(JavaBaseConstants.COLUMN_NAME_AB_ID, KeyType.HASH), new KeySchemaElement("sync_time", KeyType.RANGE)), | ||
Arrays.asList(new AttributeDefinition(JavaBaseConstants.COLUMN_NAME_AB_ID, ScalarAttributeType.S), | ||
new AttributeDefinition("sync_time", ScalarAttributeType.N)), | ||
new ProvisionedThroughput(1L, 1L)); | ||
table.waitForActive(); | ||
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try { | ||
PutItemOutcome outcome = table | ||
.putItem( | ||
new Item().withPrimaryKey(JavaBaseConstants.COLUMN_NAME_AB_ID, UUID.randomUUID().toString(), "sync_time", System.currentTimeMillis())); | ||
} catch (Exception e) { | ||
LOGGER.error(e.getMessage()); | ||
} | ||
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table.delete(); // delete table | ||
table.waitForDelete(); | ||
} | ||
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public static AmazonDynamoDB getAmazonDynamoDB(DynamodbDestinationConfig dynamodbDestinationConfig) { | ||
var endpoint = dynamodbDestinationConfig.getEndpoint(); | ||
var region = dynamodbDestinationConfig.getRegion(); | ||
var accessKeyId = dynamodbDestinationConfig.getAccessKeyId(); | ||
var secretAccessKey = dynamodbDestinationConfig.getSecretAccessKey(); | ||
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var awsCreds = new BasicAWSCredentials(accessKeyId, secretAccessKey); | ||
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if (endpoint.isEmpty()) { | ||
return AmazonDynamoDBClientBuilder.standard() | ||
.withCredentials(new AWSStaticCredentialsProvider(awsCreds)) | ||
.withRegion(dynamodbDestinationConfig.getRegion()) | ||
.build(); | ||
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} else { | ||
ClientConfiguration clientConfiguration = new ClientConfiguration(); | ||
clientConfiguration.setSignerOverride("AWSDynamodbSignerType"); | ||
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return AmazonDynamoDBClientBuilder | ||
.standard() | ||
.withEndpointConfiguration(new AwsClientBuilder.EndpointConfiguration(endpoint, region)) | ||
.withClientConfiguration(clientConfiguration) | ||
.withCredentials(new AWSStaticCredentialsProvider(awsCreds)) | ||
.build(); | ||
} | ||
} | ||
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} |
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...dynamodb/src/main/java/io/airbyte/integrations/destination/dynamodb/DynamodbConsumer.java
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/* | ||
* MIT License | ||
* | ||
* Copyright (c) 2020 Airbyte | ||
* | ||
* Permission is hereby granted, free of charge, to any person obtaining a copy | ||
* of this software and associated documentation files (the "Software"), to deal | ||
* in the Software without restriction, including without limitation the rights | ||
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
* copies of the Software, and to permit persons to whom the Software is | ||
* furnished to do so, subject to the following conditions: | ||
* | ||
* The above copyright notice and this permission notice shall be included in all | ||
* copies or substantial portions of the Software. | ||
* | ||
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
* SOFTWARE. | ||
*/ | ||
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package io.airbyte.integrations.destination.dynamodb; | ||
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import com.amazonaws.ClientConfiguration; | ||
import com.amazonaws.auth.AWSCredentials; | ||
import com.amazonaws.auth.AWSStaticCredentialsProvider; | ||
import com.amazonaws.auth.BasicAWSCredentials; | ||
import com.amazonaws.client.builder.AwsClientBuilder; | ||
import com.amazonaws.services.dynamodbv2.AmazonDynamoDB; | ||
import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClientBuilder; | ||
import io.airbyte.commons.json.Jsons; | ||
import io.airbyte.integrations.base.AirbyteStreamNameNamespacePair; | ||
import io.airbyte.integrations.base.FailureTrackingAirbyteMessageConsumer; | ||
import io.airbyte.protocol.models.*; | ||
import java.util.*; | ||
import java.util.function.Consumer; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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public class DynamodbConsumer extends FailureTrackingAirbyteMessageConsumer { | ||
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private static final Logger LOGGER = LoggerFactory.getLogger(DynamodbConsumer.class); | ||
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private final DynamodbDestinationConfig dynamodbDestinationConfig; | ||
private final ConfiguredAirbyteCatalog configuredCatalog; | ||
private final Consumer<AirbyteMessage> outputRecordCollector; | ||
private final Map<AirbyteStreamNameNamespacePair, DynamodbWriter> streamNameAndNamespaceToWriters; | ||
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private AirbyteMessage lastStateMessage = null; | ||
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public DynamodbConsumer(DynamodbDestinationConfig dynamodbDestinationConfig, | ||
ConfiguredAirbyteCatalog configuredCatalog, | ||
Consumer<AirbyteMessage> outputRecordCollector) { | ||
this.dynamodbDestinationConfig = dynamodbDestinationConfig; | ||
this.configuredCatalog = configuredCatalog; | ||
this.outputRecordCollector = outputRecordCollector; | ||
this.streamNameAndNamespaceToWriters = new HashMap<>(configuredCatalog.getStreams().size()); | ||
} | ||
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@Override | ||
protected void startTracked() throws Exception { | ||
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var endpoint = dynamodbDestinationConfig.getEndpoint(); | ||
AWSCredentials awsCreds = new BasicAWSCredentials(dynamodbDestinationConfig.getAccessKeyId(), dynamodbDestinationConfig.getSecretAccessKey()); | ||
AmazonDynamoDB amazonDynamodb = null; | ||
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if (endpoint.isEmpty()) { | ||
amazonDynamodb = AmazonDynamoDBClientBuilder.standard() | ||
.withCredentials(new AWSStaticCredentialsProvider(awsCreds)) | ||
.withRegion(dynamodbDestinationConfig.getRegion()) | ||
.build(); | ||
} else { | ||
ClientConfiguration clientConfiguration = new ClientConfiguration(); | ||
clientConfiguration.setSignerOverride("AWSDynamodbSignerType"); | ||
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amazonDynamodb = AmazonDynamoDBClientBuilder | ||
.standard() | ||
.withEndpointConfiguration(new AwsClientBuilder.EndpointConfiguration(endpoint, dynamodbDestinationConfig.getRegion())) | ||
.withClientConfiguration(clientConfiguration) | ||
.withCredentials(new AWSStaticCredentialsProvider(awsCreds)) | ||
.build(); | ||
} | ||
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var uploadTimestamp = System.currentTimeMillis(); | ||
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for (ConfiguredAirbyteStream configuredStream : configuredCatalog.getStreams()) { | ||
var writer = new DynamodbWriter(dynamodbDestinationConfig, amazonDynamodb, configuredStream, uploadTimestamp); | ||
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AirbyteStream stream = configuredStream.getStream(); | ||
AirbyteStreamNameNamespacePair streamNamePair = AirbyteStreamNameNamespacePair | ||
.fromAirbyteSteam(stream); | ||
streamNameAndNamespaceToWriters.put(streamNamePair, writer); | ||
} | ||
} | ||
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@Override | ||
protected void acceptTracked(AirbyteMessage airbyteMessage) throws Exception { | ||
if (airbyteMessage.getType() == AirbyteMessage.Type.STATE) { | ||
this.lastStateMessage = airbyteMessage; | ||
return; | ||
} else if (airbyteMessage.getType() != AirbyteMessage.Type.RECORD) { | ||
return; | ||
} | ||
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AirbyteRecordMessage recordMessage = airbyteMessage.getRecord(); | ||
AirbyteStreamNameNamespacePair pair = AirbyteStreamNameNamespacePair | ||
.fromRecordMessage(recordMessage); | ||
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if (!streamNameAndNamespaceToWriters.containsKey(pair)) { | ||
throw new IllegalArgumentException( | ||
String.format( | ||
"Message contained record from a stream that was not in the catalog. \ncatalog: %s , \nmessage: %s", | ||
Jsons.serialize(configuredCatalog), Jsons.serialize(recordMessage))); | ||
} | ||
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streamNameAndNamespaceToWriters.get(pair).write(UUID.randomUUID(), recordMessage); | ||
} | ||
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@Override | ||
protected void close(boolean hasFailed) throws Exception { | ||
for (DynamodbWriter handler : streamNameAndNamespaceToWriters.values()) { | ||
handler.close(hasFailed); | ||
} | ||
// DynamoDB stream uploader is all or nothing if a failure happens in the destination. | ||
if (!hasFailed) { | ||
outputRecordCollector.accept(lastStateMessage); | ||
} | ||
} | ||
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} |
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