5 Commits

Author SHA1 Message Date
Jiaming Yuan
f4eb6b984e
[backport] jvm-packages 1.6.1 (#7849)
* [jvm-packages] move the dmatrix building into rabit context (#7823)

This fixes the QuantileDeviceDMatrix in distributed environment.

* [doc] update the jvm tutorial to 1.6.1 [skip ci] (#7834)

* [Breaking][jvm-packages] Use barrier execution mode (#7836)

With the introduction of the barrier execution mode. we don't need to kill SparkContext when some xgboost tasks failed. Instead, Spark will handle the errors for us. So in this PR, `killSparkContextOnWorkerFailure` parameter is deleted.

* [doc] remove the doc about killing SparkContext [skip ci] (#7840)

* [jvm-package] remove the coalesce in barrier mode (#7846)

* [jvm-packages] Fix model compatibility (#7845)

* Ignore all Java exceptions when looking for Linux musl support (#7844)

Co-authored-by: Bobby Wang <wbo4958@gmail.com>
Co-authored-by: Michael Allman <msa@allman.ms>
2022-04-29 17:20:58 +08:00
Jiaming Yuan
67298ccd03
[backport] Backport JVM fixes and document update to 1.6 (#7792)
* [jvm-packages] unify setFeaturesCol API for XGBoostRegressor (#7784)

* [jvm-packages] add doc for xgboost4j-spark-gpu (#7779)


Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>

* [jvm-packages] remove the dep of com.fasterxml.jackson (#7791)

* [jvm-packages] xgboost4j-spark should work when featuresCols is specified (#7789)

Co-authored-by: Bobby Wang <wbo4958@gmail.com>
2022-04-08 14:18:46 +08:00
Bobby Wang
e3e6de5ed9
[jvm-packages] unify the set features API (#7692)
xgboost4j-spark provides 2 sets of API for setting features, one for CPU, another for GPU, which may cause confusion.

This PR removes the GPU API and adds an override CPU function setFeaturesCol to accept Array[String] parameters.
2022-02-23 03:37:25 +08:00
Bobby Wang
24e25802a7
[jvm-packages] Add Rapids plugin support (#7491)
* Add GPU pre-processing pipeline.
2021-12-17 13:11:12 +08:00
Philip Hyunsu Cho
ec6ce08cd0
[jvm-packages] Make it easier to release GPU/CPU code artifacts to Maven Central (#6940) 2021-05-04 14:00:03 -07:00