jaidisido

Good catch, thanks. Agreed that it should be addressed in the Typescript release

Appreciate that the names are inconsistent across the methods, however changing them would be a breaking change for users. We might want to consider it in our next major version...

Hi @Alexander-Ludwig, in terms of debugging, my advice would be for the customer to first enable [logging](https://github.com/aws/aws-sdk-pandas#logging) in their Lambda function code. They could add a line for pandas too:...

AFAIK, this is not possible at the moment. In AWS SDK for pandas, data type conversion on read for postgres (and other databases) follows this approach: python type -> inferred...

Thanks for raising this @marcelmindemann. I can confirm that this is an issue in the current `awswrangler` versions. It stems from the fact that we don't give enough flexibility to...

My vote would go to making the breaking change (i.e. using execute_statement) but releasing it as part of version 3.0.0 and not 2.17

Based on the stack trace, the `PUT` call happens [here](https://github.com/aws/aws-sdk-pandas/blob/main/awswrangler/s3/_fs.py#L474). As you can see in the code, the call is already wrapped within a [try_it](https://github.com/aws/aws-sdk-pandas/blob/main/awswrangler/_utils.py#L330) method which handles exponential backoff...

Great idea! Where are files usually staged for such an operation? Is it S3 like for Redshift COPY?

> > Looking good. Did you test this in ray and non-ray scenario? > > When running standard unit tests there is still an issue, I'm investigating it. I think...

Thanks for raising this, two options are currently available in the library to handle CDC operations: - [AWS Glue Governed Tables](https://aws-data-wrangler.readthedocs.io/en/stable/tutorials/032%20-%20Lake%20Formation%20Governed%20Tables.html) - Apache Iceberg is natively supported via [Athena](https://docs.aws.amazon.com/athena/latest/ug/querying-iceberg.html), meaning...