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Signed-off-by: Aiden Dai <[email protected]>
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# DynamoDB Source | ||
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This is a source plugin that supports retrieve data from DynamoDB tables. Basic use case of this source plugin is to | ||
sync the data from DynamoDB tables to OpenSearch indexes. With this CDC support, customer can run the end to end data | ||
sync pipeline and capture changed data in near real-time without writing any codes and without any downtime of business. | ||
Such pipeline can run on multiple nodes in parallel to support data capture of large scale tables. | ||
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This plugin can support below three different modes: | ||
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1. Full load only: One time full data export and load | ||
2. CDC Only: DynamoDB Stream | ||
3. Full load + CDC: One time full export and load + DynamoDB Stream. | ||
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## Usages | ||
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To get started with this DynamoDB source, create the following source configuration: | ||
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```yaml | ||
source: | ||
dynamodb: | ||
tables: | ||
- table_arn: "arn:aws:dynamodb:us-west-2:123456789012:table/my-table" | ||
stream: | ||
start_position: | ||
export: | ||
s3_bucket: "my-bucket" | ||
s3_prefix: "export/" | ||
aws: | ||
region: "us-west-2" | ||
sts_role_arn: "arn:aws:iam::123456789012:role/DataPrepperRole" | ||
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coordinator: | ||
dynamodb: | ||
table_name: "coordinator-demo" | ||
region: "us-west-2" | ||
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``` | ||
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## Configurations | ||
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### Shared Configurations: | ||
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* coordinator (Required): Coordination store setting. This design create a custom coordinator based on existing | ||
coordination store implementation. Only DynamoDB is tested so far. | ||
* aws (Required): High level AWS Auth. Note Data Prepper will use the same AWS auth to access all tables, check | ||
Security for more details. | ||
* region | ||
* sts_role_arn | ||
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### Export Configurations: | ||
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* s3_bucket (Required): The destination bucket to store the exported data files | ||
* s3_prefix (Optional): Custom prefix. | ||
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### Stream Configurations | ||
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* start_position (Optional): start position of the stream, can be either BEGINNING or LATEST. If export is required, | ||
this value will be ignored and set to LATEST by default. This is useful if customer don’t want to run initial export, | ||
so they can | ||
choose either from the beginning of the stream (up to 24 hours) or from latest (from the time point when pipeline is | ||
started) | ||
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## Metrics | ||
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### Counter | ||
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- `exportJobsSuccess`: measures total number of export jobs run with status completed. | ||
- `exportJobsErrors`: measures total number of export jobs cannot be submitted or run with status failed. | ||
- `exportFilesTotal`: measures total number of export files generated. | ||
- `exportFilesSuccess`: measures total number of export files read (till the last line) successfully. | ||
- `exportRecordsTotal`: measures total number of export records generated | ||
- `exportRecordsSuccess`: measures total number of export records processed successfully . | ||
- `exportRecordsErrors`: measures total number of export records processed failed | ||
- `changeEventsSucceeded`: measures total number of changed events in total processed successfully | ||
- `changeEventsFailed`: measures total number of changed events in total processed failed | ||
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## Developer Guide | ||
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This plugin is compatible with Java 17. See | ||
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- [CONTRIBUTING](https://github.com/opensearch-project/data-prepper/blob/main/CONTRIBUTING.md) | ||
- [monitoring](https://github.com/opensearch-project/data-prepper/blob/main/docs/monitoring.md) |
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plugins { | ||
id 'java' | ||
} | ||
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repositories { | ||
mavenCentral() | ||
} | ||
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dependencies { | ||
implementation project(path: ':data-prepper-api') | ||
implementation project(path: ':data-prepper-core') | ||
implementation project(path: ':data-prepper-plugins:dynamodb-source-coordination-store') | ||
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implementation libs.armeria.core | ||
implementation 'io.micrometer:micrometer-core' | ||
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implementation 'software.amazon.awssdk:sts' | ||
implementation 'software.amazon.awssdk:arns' | ||
implementation 'software.amazon.awssdk:dynamodb' | ||
implementation 'software.amazon.awssdk:dynamodb-enhanced' | ||
implementation 'software.amazon.awssdk:s3' | ||
implementation 'software.amazon.awssdk:netty-nio-client' | ||
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implementation 'com.fasterxml.jackson.core:jackson-core' | ||
implementation 'com.fasterxml.jackson.core:jackson-databind' | ||
// https://mvnrepository.com/artifact/com.fasterxml.jackson.dataformat/jackson-dataformat-ion | ||
implementation 'com.fasterxml.jackson.dataformat:jackson-dataformat-ion' | ||
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implementation project(path: ':data-prepper-plugins:aws-plugin-api') | ||
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testImplementation platform('org.junit:junit-bom:5.9.1') | ||
testImplementation 'org.junit.jupiter:junit-jupiter' | ||
testImplementation 'com.fasterxml.jackson.dataformat:jackson-dataformat-yaml' | ||
} | ||
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test { | ||
useJUnitPlatform() | ||
} |
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...ource/src/main/java/org/opensearch/dataprepper/plugins/source/dynamodb/ClientFactory.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.dataprepper.plugins.source.dynamodb; | ||
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import org.opensearch.dataprepper.aws.api.AwsCredentialsOptions; | ||
import org.opensearch.dataprepper.aws.api.AwsCredentialsSupplier; | ||
import org.opensearch.dataprepper.plugins.source.dynamodb.configuration.AwsAuthenticationConfig; | ||
import software.amazon.awssdk.auth.credentials.AwsCredentialsProvider; | ||
import software.amazon.awssdk.services.dynamodb.DynamoDbClient; | ||
import software.amazon.awssdk.services.dynamodb.streams.DynamoDbStreamsClient; | ||
import software.amazon.awssdk.services.s3.S3Client; | ||
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public class ClientFactory { | ||
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private final AwsCredentialsProvider awsCredentialsProvider; | ||
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public ClientFactory(AwsCredentialsSupplier awsCredentialsSupplier, AwsAuthenticationConfig awsAuthenticationConfig) { | ||
awsCredentialsProvider = awsCredentialsSupplier.getProvider(AwsCredentialsOptions.builder() | ||
.withRegion(awsAuthenticationConfig.getAwsRegion()) | ||
.withStsRoleArn(awsAuthenticationConfig.getAwsStsRoleArn()) | ||
.withStsExternalId(awsAuthenticationConfig.getAwsStsExternalId()) | ||
.withStsHeaderOverrides(awsAuthenticationConfig.getAwsStsHeaderOverrides()) | ||
.build()); | ||
} | ||
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public DynamoDbStreamsClient buildDynamoDbStreamClient() { | ||
return DynamoDbStreamsClient.builder() | ||
.credentialsProvider(awsCredentialsProvider) | ||
.build(); | ||
} | ||
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public DynamoDbClient buildDynamoDBClient() { | ||
return DynamoDbClient.builder() | ||
.credentialsProvider(awsCredentialsProvider) | ||
.build(); | ||
} | ||
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public S3Client buildS3Client() { | ||
return S3Client.builder() | ||
.credentialsProvider(awsCredentialsProvider) | ||
.build(); | ||
} | ||
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} |
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