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We're exploring the possibility of using .NET for Apache Spark to optimize our current data pipeline. Our scenario is as follows:
Current setup:
C# service running in Amazon ECS writes data to an Amazon Kinesis stream
AWS Glue job reads from this stream and writes to Iceberg tables in S3
Desired setup:
C# service running in Amazon ECS writes directly to the same Iceberg tables in S3 that our Glue jobs are currently writing to, bypassing Kinesis and Glue
Our main question:
Is it possible to use .NET for Apache Spark within a C# service running in ECS to write directly to existing Iceberg tables in S3? If so, could you provide a high-level overview of how this might be implemented?
We appreciate any insights or documentation you can provide to help us evaluate the feasibility of this approach.