Hey Aditya, there is not necessarily a single set of benchmarks which we can use to evaluate an IO, and defining exactly what/how we should be measuring completeness and performance is part of the work to be done here. I think this is a good thing for you to try to initially define in your project proposal, though it would probably evolve over the life of a project. https://beam.apache.org/documentation/io/io-standards/#python is also probably a good starting place.
In general, my recommendation for questions like this would be to try to suggest an approach you think is reasonable in a proposal and then share the broader proposal with the dev list for feedback. Thanks, Danny Thanks, Danny On Sun, Mar 16, 2025 at 1:50 PM Aditya <adiworkprof...@gmail.com> wrote: > *Subject:* Inquiry on Success Metrics for Pinecone and Tecton I/O > Connectors (GSoC Proposal) > > Hi Danny, > > I hope you're doing well. > > As I prepare my GSoC proposal, I am seeking guidance on defining success > metrics for the I/O connectors we plan to develop for Pinecone and Tecton. > Specifically, I would like to understand the key benchmarks and standards > we should aim for in terms of functionality, performance, reliability, > documentation, code quality, and integration within Apache Beam pipelines. > > Your insights would be invaluable in shaping a strong proposal and > ensuring alignment with project goals. > > Looking forward to your thoughts. > > Best regards, > Aditya > >>
