Perf test tools, scripts, and result

[sfc-gh-yixie]

I did some perf test for createDataFrame, saveAsTable, collect, and toPandas. I feel the way I test can be re-used for on-going tests in the future. So it might be a good idea to put things into the repo so we can continue to do it and improve it as a team.