https://aws.amazon.com/polly/ https://aws.amazon.com/glue/ is a scalable, serverless tool that helps you to accelerate the development and execution of your data integration and https://aws.amazon.com/what-is/etl/ workloads. Today we are launching Glue 4.0, with updated engines, support for additional data formats, Ray support, and a lot more.

Unlike most AWS services, where the service team owns and has full control over the APIs, Glue includes a collection of libraries, engines, and tools developed by the open source community.

Pandas Support – https://pandas.pydata.org/ is an open source data analysis and manipulation tool that is built on top of Python.

New Data Formats – Whether you are building a data lake or a data warehouse, Glue 4.0 now handles new open source data formats for sources and targets, with support for https://hudi.apache.org/, https://iceberg.apache.org/, and https://delta.io/.

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