Kinesis Firehose Overview
What is Kinesis Firehose?
AWS Kinesis Firehose is a fully managed service that automatically collects, transforms, and loads streaming data into data lakes, data stores, and analytics services. It is the easiest way to reliably stream data into AWS.
Key Concepts
- Data Streams: Continuous streams of data from various sources.
- Delivery Streams: The streams created to deliver data to endpoints.
- Transformations: Data can be transformed before loading into a destination.
- Destinations: Common destinations include Amazon S3, Redshift, and Elasticsearch.
Step-by-Step Integration
1. Create a Delivery Stream
To create a delivery stream:
aws firehose create-delivery-stream --delivery-stream-name my-delivery-stream --s3-destination-configuration file://s3-config.json
2. Configure Amazon S3 as Destination
In the s3-config.json file, specify the S3 bucket and other configurations:
{
"BucketARN": "arn:aws:s3:::my-bucket",
"RoleARN": "arn:aws:iam::account-id:role/firehose_delivery_role",
"Prefix": "data/",
"ErrorOutputPrefix": "error/",
"BufferingHints": {
"SizeInMBs": 5,
"IntervalInSeconds": 300
}
}
3. Send Data
You can send data using AWS SDKs or directly via HTTP PUT requests.
aws firehose put-record --delivery-stream-name my-delivery-stream --record '{"Data":"my data"}'
4. Verify Data in S3
Check the specified S3 bucket to verify that data is being delivered.
Best Practices
- Use smaller buffer sizes for real-time applications.
- Implement data transformation for better analytics.
- Monitor delivery stream metrics using AWS CloudWatch.
- Ensure IAM roles have least privilege permissions.
FAQ
What are the costs associated with Kinesis Firehose?
Costs are based on the volume of data ingested and the amount of data stored in the destination.
Can I use Kinesis Firehose with other AWS services?
Yes, it integrates seamlessly with services like Amazon S3, Redshift, and Elasticsearch.
What data formats does Kinesis Firehose support?
It supports various formats including JSON, CSV, and Parquet.