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Serverless Analytics from Your Laptop: S3 Tables, DuckDB, and an OpenAQ Lakehouse

darryl-ruggles.cloud · published 6 May 2026

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https://github.com/RDarrylR/s3-tables-duckdb

github.com

Powertools for AWS Lambda - Best Practices By Default Read at the source ↗

darryl-ruggles.cloud

https://duckdb.org/2025/12/16/iceberg-in-the-browser

duckdb.org

https://www.onehouse.ai/blog/s3-managed-tables-unmanaged-costs-the-20x-surprise-with-aws-s3-tables

onehouse.ai

S3 Files: The End of Download-Process-Upload (with Terraform) Read at the source ↗

darryl-ruggles.cloud

https://aws.amazon.com/about-aws/whats-new/2024/12/amazon-s3-tables-apache-iceberg-tables-analytics-workloads/

aws.amazon.com

https://docs.aws.amazon.com/AmazonS3/latest/userguide/s3-tables.html

docs.aws.amazon.com

https://aws.amazon.com/blogs/storage/how-amazon-s3-tables-use-compaction-to-improve-query-performance-by-up-to-3-times/

aws.amazon.com

https://aws.amazon.com/about-aws/whats-new/2025/07/amazon-s3-tables-reduce-compaction-costs/

aws.amazon.com

https://aws.amazon.com/blogs/storage/optimize-data-management-on-s3-tables-with-intelligent-tiering/

aws.amazon.com

https://duckdb.org/docs/stable/core_extensions/iceberg/overview

duckdb.org

https://duckdb.org/docs/stable/core_extensions/iceberg/amazon_s3_tables

duckdb.org

https://duckdb.org/2025/11/28/iceberg-writes-in-duckdb

duckdb.org

https://duckdb.org/2026/03/09/announcing-duckdb-150

duckdb.org

https://duckdb.org/2026/04/13/announcing-duckdb-152

duckdb.org

https://github.com/hashicorp/terraform-provider-aws/releases/tag/v6.43.0

github.com

https://registry.terraform.io/providers/hashicorp/aws/latest/docs/resources/s3tables_table

registry.terraform.io

https://docs.aws.amazon.com/lambda/latest/dg/lambda-runtimes.html

docs.aws.amazon.com

Lambda Managed Instances with Terraform: Multi-Concurrency, High Memory, and Compute Options Read at the source ↗

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https://builder.aws.com/community/@darrylr

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