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302 Commits

Author SHA1 Message Date
Jiaming Yuan
68a8865bc5
[CI] Fix PyLint errors. (#10837) 2024-09-24 14:09:32 +08:00
Dmitry Razdoburdin
d7599e095b
[SYCL] Add dask support for distributed (#10812) 2024-09-22 02:01:57 +08:00
david-cortes
12c6b7ceea
[R] Remove demos (#10750) 2024-08-27 04:16:36 +08:00
Jiaming Yuan
06c4246ff1
[CI] Workaround mypy errors. (#10754) 2024-08-27 02:54:11 +08:00
Philip Hyunsu Cho
cd83fe6033
[breaking][CI] Use CTK 12.4 (#10697) 2024-08-21 19:59:34 -07:00
Jiaming Yuan
cb54374550
Update clang-tidy. (#10730) 
- Install cmake using pip.
- Fix compile command generation.
- Clean up the tidy script and remove the need to load the yaml file.
- Fix modernized type traits.
- Fix span class. Polymorphism support is dropped
 2024-08-22 04:12:18 +08:00
James Lamb
18b28d9315
[R] prefer startsWith to substr() or regular expressions (#10687) 2024-08-09 21:18:46 +08:00
James Lamb
fb9201abae
[CI] use key=value form for Dockerfile ENV statements (#10685) 2024-08-09 21:12:50 +08:00
Jiaming Yuan
3d8107adb8
Support doc link for the sklearn module. (#10287) 2024-08-06 02:35:32 +08:00
Philip Hyunsu Cho
778751a1bb
Update the release script to download xgboost-cpu (#10657) 
* Update the release script to download xgboost-cpu

* Exclude mypy 1.11.1; un-cap pylint

* Exclude mypy 1.11.0 too
 2024-07-31 14:43:10 -07:00
Jiaming Yuan
fb77ed7603
[CI] Fix Python wheel workflow. (#10649) 
* [CI] Fix Python wheel workflow.

* Use Python 3.10 for building wheels

---------

Co-authored-by: Hyunsu Cho <phcho@nvidia.com>
 2024-07-30 10:13:47 -07:00
Jiaming Yuan
827d0e8edb
[breaking] Bump Python requirement to 3.10. (#10434) 
- Bump the Python requirement.
- Fix type hints.
- Use loky to avoid deadlock.
- Workaround cupy-numpy compatibility issue on Windows caused by the `safe` casting rule.
- Simplify the repartitioning logic to avoid dask errors.
 2024-07-30 17:31:06 +08:00
Jiaming Yuan
cb62f9e73b
[EM] Prevent init with CUDA malloc resource. (#10606) 2024-07-21 05:08:29 +08:00
Jiaming Yuan
7ab93f3ce3
[CI] Fix test environment. (#10609) 
* [CI] Fix test environment.

* Remove shell.

* Remove.

* Update Dockerfile.i386
 2024-07-18 10:04:17 -07:00
Dmitry Razdoburdin
ce97de2a7c
replace channel for sycl dependencies (#10576) 
Co-authored-by: Dmitry Razdoburdin <>
 2024-07-12 18:28:54 +08:00
Jiaming Yuan
00264eb72b
[EM] Basic distributed test for external memory. (#10492) 2024-07-06 01:15:20 +08:00
Jiaming Yuan
a39fef2c67
[fed] Fixes for the encrypted GRPC backend. (#10503) 2024-07-02 15:15:12 +08:00
Philip Hyunsu Cho
4b88dfff24
[CI] Temporarily pin pylint to 3.2.3 (#10494) 
* [CI] Temporarily pin pylint to 3.2.3

* Add quotes

* Correct env
 2024-06-26 14:08:49 -07:00
Philip Hyunsu Cho
08658b124d
[CI] Add CI pipeline to build libxgboost4j.so targeting Linux ARM64 (#10487) 2024-06-26 01:43:15 -07:00
Philip Hyunsu Cho
d4dee25eb3
[CI] Set up pipeline to build manylinux2014 wheels (#10478) 2024-06-24 12:25:26 -07:00
Philip Hyunsu Cho
8689f0b562
[CI] Stop vendoring libomp.dylib in MacOS Python wheels (#10440) 2024-06-18 19:17:02 -07:00
Philip Hyunsu Cho
bc3747bdce
[CI] Migrate to rockylinux8 / manylinux_2_28_x86_64 (#10399) 
* [CI] Migrate to rockylinux8 / manylinux_2_28_x86_64

* Scrub all references to CentOS 7

* Fix

* Remove use of yum

* Use gcc-10 in cpu

* Temporarily disable -Werror

* Use GCC 9 for now

* Roll back gRPC

* Scrub all references to manylinux2014_x86_64

* Revise rename_whl.py to handle no-op rename

* Change JDK_VERSION back to 8

* Reviewer's comment

* Use GCC 10

* Use Spark 3.5.1, same as in pom.xml

* Fix JAR install
 2024-06-17 12:07:49 -07:00
Richard (Rick) Zamora
dc14f98f40
Avoid default tokenization in Dask (#10398) 
---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2024-06-14 19:44:54 +08:00
Philip Hyunsu Cho
4057f861c1
[CI] Add nightly CI job to test against dev version of deps (#10351) 
* [CI] Add nightly CI job to test against dev version of deps

* Update build-containers.sh

* Add build step

* Wait for build artifact

* Try pinning dask

* Address reviewers' comments

* Fix unbound variable error

* Specify dev version exactly

* Pin dask=2024.1.1
 2024-06-03 19:28:55 -07:00
Jiaming Yuan
e6eefea5e2
[coll] Move the rabit poll helper. (#10349) 2024-05-31 08:02:21 +08:00
Jiaming Yuan
7354955cbb
Test federated plugin using GitHub action. (#10336) 
Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2024-05-29 02:28:14 +08:00
Philip Hyunsu Cho
7ae5c972f9
[CI] Upgrade github workflows to use latest Conda setup action (#10320) 
Co-authored-by: Christian Clauss <cclauss@me.com>
Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2024-05-28 10:23:07 -07:00
Bobby Wang
9def441e9a
[CI] add script to generate meta info and upload to s3 (#10295) 
* [CI] add script to generate meta info and upload to s3

* Write Python script to generate meta.json

* Update other pipelines

* Add wheel_name field

* Add description

---------

Co-authored-by: Hyunsu Cho <phcho@nvidia.com>
 2024-05-24 10:03:28 -07:00
Jiaming Yuan
a5a58102e5
Revamp the rabit implementation. (#10112) 
This PR replaces the original RABIT implementation with a new one, which has already been partially merged into XGBoost. The new one features:
- Federated learning for both CPU and GPU.
- NCCL.
- More data types.
- A unified interface for all the underlying implementations.
- Improved timeout handling for both tracker and workers.
- Exhausted tests with metrics (fixed a couple of bugs along the way).
- A reusable tracker for Python and JVM packages.
 2024-05-20 11:56:23 +08:00
Philip Hyunsu Cho
edb945d59b
[CI] Use native arm64 worker in GHAction to build M1 wheel (#10225) 
* [CI] Use native arm64 worker in GHAction to build M1 wheel

* Set up Conda

* Use mamba

* debug

* fix

* fix

* fix

* fix

* fix

* Temporarily disable other tests

* Fix prefix

* Use micromamba

* Use conda-incubator/setup-miniconda

* Use mambaforge

* Fix

* Fix prefix

* Don't use deprecated set-output

* Add verbose output from build

* verbose

* Specify arch

* Bump setup-miniconda to v3

* Use Python 3.9

* Restore deleted files

* WAR.

---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2024-04-26 10:16:55 -07:00
Dmitry Razdoburdin
58513dc288
[SYCL] Add sampling initialization (#10216) 
---------

Co-authored-by: Dmitry Razdoburdin <>
 2024-04-25 04:35:52 +08:00
Jiaming Yuan
59d7b8dc72
[doc] Add typing to dask demos. (#10207) 2024-04-23 00:57:05 +08:00
Philip Hyunsu Cho
32be4669fb
[jvm-packages] Ombinus patch to update all minor dependencies (#10188) 
* Fold in #10184

* Fold in #10176

* Fold in #10168

* Fold in #10165

* Fold in #10164

* Fold in #10155

* Fold in #10062

* Fold in #9984

* Fold in #9843

* Upgrade to Maven 3.6.3
 2024-04-16 19:43:04 -07:00
github-actions[bot]
2925cebdca
[CI] Use latest RAPIDS; Pandas 2.0 compatibility fix (#10175) 
* [CI] Update RAPIDS to latest stable

* [CI] Use rapidsai stable channel; fix syntax errors in Dockerfile.gpu

* Don't combine astype() with loc()

* Work around https://github.com/dmlc/xgboost/issues/10181

* Fix formatting

* Fix test

---------

Co-authored-by: hcho3 <hcho3@users.noreply.github.com>
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2024-04-15 13:38:53 -07:00
Jiaming Yuan
ca4801f81d
Work with IPv6 in the new tracker. (#10125) 2024-03-20 05:19:23 +08:00
Philip Hyunsu Cho
23a37dcaf9
[CI] Test R package with CMake (#10087) 
* [CI] Test R package with CMake

* Fix

* Fix

* Update test_r_package.py

* Fix CMake flag for R package

* Install system deps

* Fix

* Use sudo
 2024-03-04 12:32:44 -08:00
Jiaming Yuan
8ea705e4d5
Support sample weight in sklearn custom objective. (#10050) 2024-02-21 00:43:14 +08:00
Philip Hyunsu Cho
4dfbe2a893
[CI] Test building for 32-bit arch (#10021) 
* [CI] Test building for 32-bit arch

* Update CMakeLists.txt

* Fix yaml

* Use Debian container

* Remove -Werror for 32-bit

* Revert "Remove -Werror for 32-bit"

This reverts commit c652bc6a037361bcceaf56fb01863210b462793d.

* Don't error for overloaded-virtual warning

* Ignore some warnings from dmlc-core

* Fix compiler warnings

* Fix formatting

* Apply suggestions from code review

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

* Add more cast

---------

Co-authored-by: Jiaming Yuan <jm.yuan@outlook.com>
 2024-01-31 13:20:51 -08:00
Jiaming Yuan
54b71c8fba
Fix with black 24.1.1. (#10014) 2024-01-30 17:24:11 +08:00
Jiaming Yuan
d12cc1090a
Refactor tests for training continuation. (#9997) 2024-01-24 16:07:19 +08:00
Philip Hyunsu Cho
2c8fa8b8b9
[CI] Skip MSVC when building R package (#9995) 
* [CI] Skip MSVC when building R package

* [CI] Stop building binary tarball for Windows

* Remove unused script
 2024-01-18 08:09:53 -08:00
Jiaming Yuan
0798e36d73
[breaking] Remove deprecated parameters in the skl interface. (#9986) 2024-01-15 20:40:05 +08:00
Philip Hyunsu Cho
1168a68872
[jvm-packages] Update release scripts (#9983) 
* [jvm-packages] Add Scala version suffix to xgboost-jvm package (#9776)

* Update JVM script (#9714)

* Revamp pom.xml

* Update instructions in prepare_jvm_release.py

* Fix formatting

* [jvm-packages] Fix POM for xgboost-jvm metapackage (#9893)

* [jvm-packages] Fix POM for xgboost-jvm metapackage

* Add script for updating the Scala version

* Update change_scala_version.py to also change scala.version property (#9897)

* Remove 'release-cpu-only' profile

* Remove scala-2.13 profile; enable gpu package for Scala 2.13
 2024-01-12 10:37:55 -08:00
Jiaming Yuan
b3eb5d0945
Use UBJ in Python checkpoint. (#9958) 2024-01-09 03:22:15 +08:00
Jiaming Yuan
38dd91f491
Save model in ubj as the default. (#9947) 2024-01-05 17:53:36 +08:00
Jiaming Yuan
621348abb3
Fix multi-output with alternating strategies. (#9933) 
---------

Co-authored-by: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
 2024-01-04 16:41:13 +08:00
Jiaming Yuan
9f73127a23
Cleanup Python GPU tests. (#9934) 
* Cleanup Python GPU tests.

- Remove the use of `gpu_hist` and `gpu_id` in cudf/cupy tests.
- Move base margin test into the testing directory.
 2024-01-04 13:15:18 +08:00
Philip Hyunsu Cho
ef8bdaa047
[CI] Update machine images (#9932) 2023-12-29 11:15:38 -08:00
Jiaming Yuan
4bc1f3a388
[R] Bump requirement to 4.3.0. (#9847) 2023-12-07 00:12:45 +08:00
Dmitry Razdoburdin
381f1d3dc9
Add support inference on SYCL devices (#9800) 
---------

Co-authored-by: Dmitry Razdoburdin <>
Co-authored-by: Nikolay Petrov <nikolay.a.petrov@intel.com>
Co-authored-by: Alexandra <alexandra.epanchinzeva@intel.com>
 2023-12-04 16:15:57 +08:00