GitHub user WeichenXu123 opened a pull request: https://github.com/apache/spark/pull/21163
[SPARK-24097][ML] Instruments improvements - RandomForest and GradientBoostedTree ## What changes were proposed in this pull request? Instruments improvements for `RandomForest` and `GradientBoostedTree` in `ml.tree.impl` package. **Note:** I add `Instrumentation` and `OptionalInstrumentation` with `Serializable`. Because tree algos need to ouput some logs on executor side and the instrumentation object need to be broadcast. ## How was this patch tested? Manual. You can merge this pull request into a Git repository by running: $ git pull https://github.com/WeichenXu123/spark instr_rf_gbt Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/21163.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #21163 ---- commit cd5ea88687b72335647d74c0aeef375de01724d9 Author: WeichenXu <weichen.xu@...> Date: 2018-04-26T04:59:18Z init pr ---- --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org