Talend Data Streams for AWS makes streaming data integration easier, faster, and more accessible, with zero software cost. It is designed for fast data ingestion and light-weight data integration for anyone from data engineers to data scientists and analysts. Built for cloud, now you get it up and running in minutes with the web-based UI. One-click to launch the AMI and you are ready to go.

Talend Data Streams enables schemaless so you can build flexible pipelines that dynamically discovers and adapts to changing schemas for simple design and resilient execution.
Design streaming or batch pipelines in a single interface, powered by Apache Beam.
With light-weight transformation components, you can easily perform real-time event processing such as filter, aggregate or even customize with Python code.
See your data at every step of your development process with the live preview feature, dramatically reducing testing and debugging time.

Talend Data Streams supports file systems like AWS S3, Google Cloud Storage; message queues such as Kafka, AWS Kinesis, and Google Pub/Sub; cloud-based JDBC databases including AWS Redshift, AWS RDS, AWS Aurora, and Azure SQL; cloud app such as SFDC; and various data formats like AVRO, JSON, Parquet, and CSV.

Read more: https://www.talend.com/products/data-streams/data-streams-free-edition