Amazon Kinesis Data Firehose Sink

The Firehose sink writes to Amazon Kinesis Data Firehose.

Follow the instructions from the Amazon Kinesis Data Firehose Developer Guide to setup a Kinesis Data Firehose delivery stream.

To use the connector, add the following Maven dependency to your project:

  1. <dependency>
  2.     <groupId>org.apache.flink</groupId>
  3.     <artifactId>flink-connector-aws-kinesis-firehose</artifactId>
  4.     <version>1.16.0</version>
  5. </dependency>

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为了在 PyFlink 作业中使用 AWS Kinesis Firehose connector ，需要添加下列依赖：

PyFlink JAR
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在 PyFlink 中如何添加 JAR 包依赖参见 Python 依赖管理。

The KinesisFirehoseSink uses AWS v2 SDK for Java to write data from a Flink stream into a Firehose delivery stream.

Java

  1. Properties sinkProperties = new Properties();
  2. // Required
  3. sinkProperties.put(AWSConfigConstants.AWS_REGION, "eu-west-1");
  4. // Optional, provide via alternative routes e.g. environment variables
  5. sinkProperties.put(AWSConfigConstants.AWS_ACCESS_KEY_ID, "aws_access_key_id");
  6. sinkProperties.put(AWSConfigConstants.AWS_SECRET_ACCESS_KEY, "aws_secret_access_key");
  8. KinesisFirehoseSink<String> kdfSink =
  9.     KinesisFirehoseSink.<String>builder()
  10.         .setFirehoseClientProperties(sinkProperties)      // Required
  11.         .setSerializationSchema(new SimpleStringSchema()) // Required
  12.         .setDeliveryStreamName("your-stream-name")        // Required
  13.         .setFailOnError(false)                            // Optional
  14.         .setMaxBatchSize(500)                             // Optional
  15.         .setMaxInFlightRequests(50)                       // Optional
  16.         .setMaxBufferedRequests(10_000)                   // Optional
  17.         .setMaxBatchSizeInBytes(4 * 1024 * 1024)          // Optional
  18.         .setMaxTimeInBufferMS(5000)                       // Optional
  19.         .setMaxRecordSizeInBytes(1000 * 1024)             // Optional
  20.         .build();
  22. flinkStream.sinkTo(kdfSink);

Scala

  1. Properties sinkProperties = new Properties()
  2. // Required
  3. sinkProperties.put(AWSConfigConstants.AWS_REGION, "eu-west-1")
  4. // Optional, provide via alternative routes e.g. environment variables
  5. sinkProperties.put(AWSConfigConstants.AWS_ACCESS_KEY_ID, "aws_access_key_id")
  6. sinkProperties.put(AWSConfigConstants.AWS_SECRET_ACCESS_KEY, "aws_secret_access_key")
  8. val kdfSink =
  9.     KinesisFirehoseSink.<String>builder()
  10.         .setFirehoseClientProperties(sinkProperties)      // Required
  11.         .setSerializationSchema(new SimpleStringSchema()) // Required
  12.         .setDeliveryStreamName("your-stream-name")        // Required
  13.         .setFailOnError(false)                            // Optional
  14.         .setMaxBatchSize(500)                             // Optional
  15.         .setMaxInFlightRequests(50)                       // Optional
  16.         .setMaxBufferedRequests(10_000)                   // Optional
  17.         .setMaxBatchSizeInBytes(4 * 1024 * 1024)          // Optional
  18.         .setMaxTimeInBufferMS(5000)                       // Optional
  19.         .setMaxRecordSizeInBytes(1000 * 1024)             // Optional
  20.         .build()
  22. flinkStream.sinkTo(kdfSink)

Python

  1. sink_properties = {
  2.     # Required
  3.     'aws.region': 'eu-west-1',
  4.     # Optional, provide via alternative routes e.g. environment variables
  5.     'aws.credentials.provider.basic.accesskeyid': 'aws_access_key_id',
  6.     'aws.credentials.provider.basic.secretkey': 'aws_secret_access_key'
  7. }
  9. kdf_sink = KinesisFirehoseSink.builder() \
  10.     .set_firehose_client_properties(sink_properties) \     # Required
  11.     .set_serialization_schema(SimpleStringSchema())  \     # Required
  12.     .set_delivery_stream_name('your-stream-name') \        # Required
  13.     .set_fail_on_error(False) \                            # Optional
  14.     .set_max_batch_size(500) \                             # Optional
  15.     .set_max_in_flight_requests(50) \                      # Optional
  16.     .set_max_buffered_requests(10000) \                    # Optional
  17.     .set_max_batch_size_in_bytes(5 * 1024 * 1024) \        # Optional
  18.     .set_max_time_in_buffer_ms(5000) \                     # Optional
  19.     .set_max_record_size_in_bytes(1 * 1024 * 1024) \       # Optional
  20.     .build()

Configurations

Flink’s Firehose sink is created by using the static builder KinesisFirehoseSink.<InputType>builder().

  1. setFirehoseClientProperties(Properties sinkProperties)
    • Required.
    • Supplies credentials, region and other parameters to the Firehose client.
  2. setSerializationSchema(SerializationSchema serializationSchema)
    • Required.
    • Supplies a serialization schema to the Sink. This schema is used to serialize elements before sending to Firehose.
  3. setDeliveryStreamName(String deliveryStreamName)
    • Required.
    • Name of the delivery stream to sink to.
  4. setFailOnError(boolean failOnError)
    • Optional. Default: false.
    • Whether failed requests to write records to Firehose are treated as fatal exceptions in the sink.
  5. setMaxBatchSize(int maxBatchSize)
    • Optional. Default: 500.
    • Maximum size of a batch to write to Firehose.
  6. setMaxInFlightRequests(int maxInFlightRequests)
    • Optional. Default: 50.
    • The maximum number of in flight requests allowed before the sink applies backpressure.
  7. setMaxBufferedRequests(int maxBufferedRequests)
    • Optional. Default: 10_000.
    • The maximum number of records that may be buffered in the sink before backpressure is applied.
  8. setMaxBatchSizeInBytes(int maxBatchSizeInBytes)
    • Optional. Default: 4 * 1024 * 1024.
    • The maximum size (in bytes) a batch may become. All batches sent will be smaller than or equal to this size.
  9. setMaxTimeInBufferMS(int maxTimeInBufferMS)
    • Optional. Default: 5000.
    • The maximum time a record may stay in the sink before being flushed.
  10. setMaxRecordSizeInBytes(int maxRecordSizeInBytes)
    • Optional. Default: 1000 * 1024.
    • The maximum record size that the sink will accept, records larger than this will be automatically rejected.
  11. build()
    • Constructs and returns the Firehose sink.

Using Custom Firehose Endpoints

It is sometimes desirable to have Flink operate as a consumer or producer against a Firehose VPC endpoint or a non-AWS Firehose endpoint such as Localstack; this is especially useful when performing functional testing of a Flink application. The AWS endpoint that would normally be inferred by the AWS region set in the Flink configuration must be overridden via a configuration property.

To override the AWS endpoint, set the AWSConfigConstants.AWS_ENDPOINT and AWSConfigConstants.AWS_REGION properties. The region will be used to sign the endpoint URL.

Java

  1. Properties producerConfig = new Properties();
  2.         producerConfig.put(AWSConfigConstants.AWS_REGION, "us-east-1");
  3.         producerConfig.put(AWSConfigConstants.AWS_ACCESS_KEY_ID, "aws_access_key_id");
  4.         producerConfig.put(AWSConfigConstants.AWS_SECRET_ACCESS_KEY, "aws_secret_access_key");
  5.         producerConfig.put(AWSConfigConstants.AWS_ENDPOINT, "http://localhost:4566");

Scala

  1. val producerConfig = new Properties()
  2. producerConfig.put(AWSConfigConstants.AWS_REGION, "us-east-1")
  3. producerConfig.put(AWSConfigConstants.AWS_ACCESS_KEY_ID, "aws_access_key_id")
  4. producerConfig.put(AWSConfigConstants.AWS_SECRET_ACCESS_KEY, "aws_secret_access_key")
  5. producerConfig.put(AWSConfigConstants.AWS_ENDPOINT, "http://localhost:4566")

Python

  1. producer_config = {
  2.     'aws.region': 'us-east-1',
  3.     'aws.credentials.provider.basic.accesskeyid': 'aws_access_key_id',
  4.     'aws.credentials.provider.basic.secretkey': 'aws_secret_access_key',
  5.     'aws.endpoint': 'http://localhost:4566'
  6. }