Amazon Kinesis
To ingest events from an Amazon Kinesis stream into Pinot, set the following configs into the table config
{
"tableName": "kinesisTable",
"tableType": "REALTIME",
"segmentsConfig": {
"timeColumnName": "timestamp",
"replicasPerPartition": "1"
},
"tenants": {},
"tableIndexConfig": {
"loadMode": "MMAP",
"streamConfigs": {
"streamType": "kinesis",
"stream.kinesis.topic.name": "<your kinesis stream name>",
"region": "<your region>",
"accessKey": "<your access key>",
"secretKey": "<your secret key>",
"shardIteratorType": "AFTER_SEQUENCE_NUMBER",
"stream.kinesis.consumer.type": "lowlevel",
"stream.kinesis.fetch.timeout.millis": "30000",
"stream.kinesis.decoder.class.name": "org.apache.pinot.plugin.stream.kafka.KafkaJSONMessageDecoder",
"stream.kinesis.consumer.factory.class.name": "org.apache.pinot.plugin.stream.kinesis.KinesisConsumerFactory",
"realtime.segment.flush.threshold.rows": "1000000",
"realtime.segment.flush.threshold.time": "6h"
}
},
"metadata": {
"customConfigs": {}
}
}
where the Kinesis specific properties are:
Property | Description |
|---|---|
streamType | This should be set to "kinesis" |
stream.kinesis.topic.name | Kinesis stream name |
region | Kinesis region e.g. us-west-1 |
accessKey | Kinesis access key |
secretKey | Kinesis secret key |
shardIteratorType | Set to LATEST to consume only new records, TRIM_HORIZON for earliest sequence number, AT_SEQUENCE_NUMBER and AFTER_SEQUENCE_NUMBER to start consumptions from a particular sequence number |
maxRecordsToFetch | ... Default is 20. |
Kinesis supports authentication using the DefaultCredentialsProviderChain. The credential provider looks for the credentials in the following order -
- Environment Variables -
AWS_ACCESS_KEY_IDandAWS_SECRET_ACCESS_KEY(RECOMMENDED since they are recognized by all the AWS SDKs and CLI except for .NET), orAWS_ACCESS_KEYandAWS_SECRET_KEY(only recognized by Java SDK) - Java System Properties -
aws.accessKeyIdandaws.secretKey - Web Identity Token credentials from the environment or container
- Credential profiles file at the default location
(~/.aws/credentials)shared by all AWS SDKs and the AWS CLI - Credentials delivered through the Amazon EC2 container service if
AWS_CONTAINER_CREDENTIALS_RELATIVE_URIenvironment variable is set and security manager has permission to access the variable, - Instance profile credentials delivered through the Amazon EC2 metadata service
You can also specify the accessKey and secretKey using the properties. However, this method is not secure and should be used only for POC setups. You can also specify other aws fields such as AWS_SESSION_TOKEN as environment variables and config and it will work.
- 1.ShardID is of the format "shardId-000000000001". We use the numeric part as partitionId. Our partitionId variable is integer. If shardIds grow beyond Integer.MAX_VALUE, we will overflow
- 2.Segment size based thresholds for segment completion will not work. It assumes that partition "0" always exists. However, once the shard 0 is split/merged, we will no longer have partition 0.
Last modified 1yr ago