perf: add python benchmark test for write/read integers

[broccoliSpicy]

#2920

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[westonpace]

Thanks for expanding this. It's a lot of information and I'd prefer it someday go through something like pytest-benchmark as that would make it easier to fit into a reporting system.

However, I think that can wait for now. Best to just treat this as an internal development tool and not something for regression / benchmarking until we're ready.

[broccoliSpicy]

It's a lot of information and I'd prefer it someday go through something like pytest-benchmark as that would make it easier to fit into a reporting system.

sorry, the benchmark results csv file are accidentally git added, I think they should be keep out of lance repository and removed it.

yeah, these tests should be made into pytest-benchmark later

[westonpace]

Agreed, thanks :)

Feel free to merge