Amazon Kinesis

Background Information

The Kinesis connector allows for reading data from and writing data into Amazon Kinesis Data Streams (KDS).

How to create a Kinesis data stream table

The following example shows how to create a table backed by a Kinesis data stream:

    CREATE TABLE KinesisTable (
      `user_id` BIGINT,
      `item_id` BIGINT,
      `category_id` BIGINT,
      `behavior` STRING,
      `ts` TIMESTAMP(3)
    )
    PARTITIONED BY (user_id, item_id)
    WITH (
      'connector' = 'kinesis',
      'stream' = 'user_behavior',
      'aws.region' = 'us-east-2',
      'scan.stream.initpos' = 'LATEST',
      'format' = 'csv'
    );

Available Metadata

Key	Description	Data type
timestamp	The approximate time when the record was inserted into the stream.	TIMESTAMP_LTZ(3) NOT NULL
shard-id	The unique identifier of the shard within the stream from which the record was read.	VARCHAR(128) NOT NULL
sequence-number	The unique identifier of the record within its shard.	VARCHAR(128) NOT NULL

The extended CREATE TABLE example demonstrates the syntax for exposing these metadata fields:

    CREATE TABLE KinesisTable (
      `user_id` BIGINT,
      `item_id` BIGINT,
      `category_id` BIGINT,
      `behavior` STRING,
      `ts` TIMESTAMP(3),
      `arrival_time` TIMESTAMP(3) METADATA FROM 'timestamp' VIRTUAL,
      `shard_id` VARCHAR(128) NOT NULL METADATA FROM 'shard-id' VIRTUAL,
      `sequence_number` VARCHAR(128) NOT NULL METADATA FROM 'sequence-number' VIRTUAL
    )
    PARTITIONED BY (user_id, item_id)
    WITH (
      'connector' = 'kinesis',
      'stream' = 'user_behavior',
      'aws.region' = 'us-east-2',
      'scan.stream.initpos' = 'LATEST',
      'format' = 'csv'
      );

Common Options

Parameter	Description	Required	Forwarded	Default	Type
connector	Specify what connector to use. For Kinesis use ‘kinesis’.	yes	no	none	String
stream	Name of the Kinesis data stream backing this table.	yes	yes	none	String
format	The format used to deserialize and serialize Kinesis data stream records. See Data Type Mapping for details.	yes	no	none	String
aws.region	The AWS endpoint for Kinesis (derived from the AWS region setting if not set). Either this or aws.region are required.	no	no	none	String
aws.endpoint	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
aws.trust.all.certificates	If true, accepts all SSL certificates.	no	no	FALSE	String

Authentication Options

Parameter	Description	Required	Forwarded	Default	Type
aws.credentials.provider	A credentials provider to use when authenticating against the Kinesis endpoint. See Authentication for details.	no	no	AUTO	String
aws.credentials.basic.accesskeyid	The AWS access key ID to use when setting credentials provider type to BASIC.	no	no	none	String
aws.credentials.basic.secretkey	The AWS secret key to use when setting credentials provider type to BASIC.	no	no	none	String
aws.credentials.profile.path	Optional configuration for profile path if credential provider type is set to be PROFILE.	no	no	none	String
aws.credentials.profile.name	Optional configuration for profile name if credential provider type is set to be PROFILE.	no	no	none	String
aws.credentials.role.arn	The role ARN to use when credential provider type is set to ASSUME_ROLE or WEB_IDENTITY_TOKEN.	no	no	none	String
aws.credentials.role.sessionName	The role session name to use when credential provider type is set to ASSUME_ROLE or WEB_IDENTITY_TOKEN.	no	no	none	String
aws.credentials.role.externalId	The external ID to use when credential provider type is set to ASSUME_ROLE.	no	no	none	String
aws.credentials.role.provider	The credentials provider that provides credentials for assuming the role when credential provider type is set to ASSUME_ROLE. Roles can be nested, so this value can again be set to ASSUME_ROLE.	no	no	none	String
aws.credentials.webIdentityToken.file	The absolute path to the web identity token file that should be used if provider type is set to WEB_IDENTITY_TOKEN.	no	no	none	String

Source Options

Parameter	Description	Required	Forwarded	Default	Type
scan.stream.initpos	Initial position to be used when reading from the table. See Start Reading Position for details.	no	no	LATEST	String
scan.stream.initpos-timestamp	The initial timestamp to start reading Kinesis stream from (when scan.stream.initpos is AT_TIMESTAMP). See Start Reading Position for details.	no	no	none	String
scan.stream.initpos-timestamp-format	The date format of initial timestamp to start reading Kinesis stream from (when scan.stream.initpos is AT_TIMESTAMP). See Start Reading Position for details.	no	no	yyyy-MM-dd’T’HH:mm:ss.SSSXXX	String
scan.stream.recordpublisher	The RecordPublisher type to use for sources. See Enhanced Fan-Out for details.	no	no	POLLING	String
scan.stream.efo.consumername	The name of the EFO consumer to register with KDS. See Enhanced Fan-Out for details.	no	no	none	String
scan.stream.efo.registration	Determine how and when consumer de-/registration is performed	no	no	LAZY	String
scan.stream.efo.consumerarn	Maximum number of allowed concurrent requests for the EFO client. See Enhanced Fan-Out for details.	no	no	10000	Integer
scan.stream.describe.maxretries	The maximum number of describeStream attempts if we get a recoverable exception.	no	no	50	Integer
scan.stream.describe.backoff.base	The base backoff time (in milliseconds) between each describeStream attempt (for consuming from DynamoDB streams).	no	no	2000	Long
scan.stream.describe.backoff.max	The maximum backoff time (in milliseconds) between each describeStream attempt (for consuming from DynamoDB streams).	no	no	5000	Long
scan.stream.describe.backoff.expconst	The power constant for exponential backoff between each describeStream attempt (for consuming from DynamoDB streams).	no	no	1,5	Double
scan.list.shards.maxretries	The maximum number of listShards attempts if we get a recoverable exception.	no	no	10	Integer
scan.list.shards.backoff.base	The base backoff time (in milliseconds) between each listShards attempt.	no	no	1000	Long
scan.list.shards.backoff.max	The maximum backoff time (in milliseconds) between each listShards attempt.	no	no	5000	Long
aws.region	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
scan.list.shards.backoff.expconst	The power constant for exponential backoff between each listShards attempt.	no	no	1.5	Double
scan.stream.describestreamconsumer.maxretries	The maximum number of describeStreamConsumer attempts if we get a recoverable exception.	no	no	50	Integer
scan.stream.describestreamconsumer.backoff.base	The base backoff time (in milliseconds) between each describeStreamConsumer attempt.	no	no	2000	Long
scan.stream.describestreamconsumer.backoff.max	The maximum backoff time (in milliseconds) between each describeStreamConsumer attempt.	no	no	5000	Long
scan.stream.describestreamconsumer.backoff.expconst	The power constant for exponential backoff between each describeStreamConsumer attempt.	no	no	1.5	Double
scan.stream.registerstreamconsumer.maxretries	The maximum number of registerStream attempts if we get a recoverable exception.	no	no	10	Integer
scan.stream.registerstreamconsumer.timeout	The maximum time in seconds to wait for a stream consumer to become active before giving up.	no	no	60	Integer
scan.stream.registerstreamconsumer.backoff.base	The base backoff time (in milliseconds) between each registerStream attempt.	no	no	500	Long
scan.stream.registerstreamconsumer.backoff.max	The maximum backoff time (in milliseconds) between each registerStream attempt.	no	no	2000	Long
scan.stream.registerstreamconsumer.backoff.expconst	The power constant for exponential backoff between each registerStream attempt.	no	no	1.5	Double
aws.region	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
scan.stream.deregisterstreamconsumer.maxretries	The maximum number of deregisterStream attempts if we get a recoverable exception.	no	no	10	Integer
scan.stream.deregisterstreamconsumer.timeout	The maximum time in seconds to wait for a stream consumer to deregister before giving up.	no	no	60	Integer
scan.stream.deregisterstreamconsumer.backoff.base	The base backoff time (in milliseconds) between each deregisterStream attempt.	no	no	500	Long
scan.stream.deregisterstreamconsumer.backoff.max	The maximum backoff time (in milliseconds) between each deregisterStream attempt.	no	no	2000	Long
scan.stream.deregisterstreamconsumer.backoff.expconst	The power constant for exponential backoff between each deregisterStream attempt.	no	no	1.5	Double
scan.shard.subscribetoshard.maxretries	The maximum number of subscribeToShard attempts if we get a recoverable exception.	no	no	10	Integer
scan.shard.subscribetoshard.backoff.base	The base backoff time (in milliseconds) between each subscribeToShard attempt.	no	no	1000	Long
scan.shard.subscribetoshard.backoff.max	The maximum backoff time (in milliseconds) between each subscribeToShard attempt.	no	no	2000	Long
scan.shard.subscribetoshard.backoff.expconst	The power constant for exponential backoff between each subscribeToShard attempt.	no	no	1.5	Double
scan.shard.getrecords.maxrecordcount	The maximum number of records to try to get each time we fetch records from a AWS Kinesis shard.	no	no	10000	Integer
scan.shard.getrecords.maxretries	The maximum number of getRecords attempts if we get a recoverable exception.	no	no	3	Integer
scan.shard.getrecords.backoff.base	The base backoff time (in milliseconds) between getRecords attempts if we get a ProvisionedThroughputExceededException.	no	no	300	Long
scan.shard.getrecords.backoff.max	The maximum backoff time (in milliseconds) between getRecords attempts if we get a ProvisionedThroughputExceededException.	no	no	1000	Long
scan.shard.getrecords.backoff.expconst	The power constant for exponential backoff between each getRecords attempt.	no	no	1.5	Double
scan.shard.getrecords.intervalmillis	The interval (in milliseconds) between each getRecords request to a AWS Kinesis shard in milliseconds.	no	no	200	Long
aws.region	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
scan.shard.getiterator.maxretries	The maximum number of getShardIterator attempts if we get ProvisionedThroughputExceededException.	no	no	3	Integer
scan.shard.getiterator.backoff.base	The base backoff time (in milliseconds) between getShardIterator attempts if we get a ProvisionedThroughputExceededException.	no	no	300	Long
scan.shard.getiterator.backoff.max	The maximum backoff time (in milliseconds) between getShardIterator attempts if we get a ProvisionedThroughputExceededException.	no	no	1000	Long
scan.shard.getiterator.backoff.expconst	The power constant for exponential backoff between each getShardIterator attempt.	no	no	1.5	Double
aws.region	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
scan.shard.discovery.intervalmillis	The interval between each attempt to discover new shards.	no	no	10000	Integer
scan.shard.adaptivereads	The config to turn on adaptive reads from a shard. See the AdaptivePollingRecordPublisher documentation for details.	no	no	FALSE	Boolean
scan.shard.idle.interval	The interval (in milliseconds) after which to consider a shard idle for purposes of watermark generation. A positive value will allow the watermark to progress even when some shards don’t receive new records.	no	no	-1	Long
scan.watermark.sync.interval	The interval (in milliseconds) for periodically synchronizing the shared watermark state.	no	no	30000	Long
scan.watermark.lookahead.millis	The maximum delta (in milliseconds) allowed for the reader to advance ahead of the shared global watermark.	no	no	0	Long
aws.region	The AWS region where the stream is defined. Either this or aws.endpoint are required.	no	no	none	String
scan.watermark.sync.queue.capacity	The maximum number of records that will be buffered before suspending consumption of a shard.	no	no	100	Integer

Sink Options

Parameter	Description	Required	Forwarded	Default	Type
sink.partitioner	Optional output partitioning from Flink’s partitions into Kinesis shards. See Sink Partitioning for details.	no	yes	random or row-based	String
sink.partitioner-field-delimiter	no	yes	String
sink.producer.*	Deprecated options previously used by the legacy connector. Options with equivalant alternatives in KinesisStreamsSink are matched to their respective properties. Unsupported options are logged out to user as warnings.	no	no	none
sink.http-client.max-concurrency	Maximum number of allowed concurrent requests by KinesisAsyncClient.	no	no	10000	Integer
sink.http-client.read-timeout	Maximum amount of time in ms for requests to be sent by KinesisAsyncClient.	no	no	360000	Integer
sink.http-client.protocol.version	Http version used by Kinesis Client.	no	no	HTTP2	String
sink.batch.max-size	Maximum batch size of elements to be passed to KinesisAsyncClient to be written downstream.	no	yes	500	Integer
sink.requests.max-inflight	Request threshold for uncompleted requests by KinesisAsyncClientbefore blocking new write requests and applying backpressure.	no	yes	16	Integer
sink.requests.max-buffered	Request buffer threshold for buffered requests by KinesisAsyncClient before blocking new write requests and applying backpressure.	no	yes	10000	String
sink.flush-buffer.size	Threshold value in bytes for writer buffer in KinesisAsyncClient before flushing.	no	yes	5242880	Long
sink.flush-buffer.timeout	Threshold time in milliseconds for an element to be in a buffer ofKinesisAsyncClient before flushing.	no	yes	5000	Long
sink.fail-on-error	Flag used for retrying failed requests. If set any request failure will not be retried and will fail the job.	no	yes	FALSE	Boolean

note

This page is derived from the official Apache Flink® documentation.

Refer to the Credits page for more information.