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1264 Commits

Author SHA1 Message Date
Rong Ou
668b8a0ea4
[Breaking] Switch from rabit to the collective communicator (#8257) 
* Switch from rabit to the collective communicator

* fix size_t specialization

* really fix size_t

* try again

* add include

* more include

* fix lint errors

* remove rabit includes

* fix pylint error

* return dict from communicator context

* fix communicator shutdown

* fix dask test

* reset communicator mocklist

* fix distributed tests

* do not save device communicator

* fix jvm gpu tests

* add python test for federated communicator

* Update gputreeshap submodule

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2022-10-05 14:39:01 -08:00
Jiaming Yuan
e47b3a3da3
Upgrade mypy. (#8302) 
Some breaking changes were made in mypy.
 2022-10-05 14:31:59 +08:00
Philip Hyunsu Cho
b2bbf49015
Additional improvements to CI (#8303) 
* Wait until budget check is complete

* Ensure that multi-GPU tests run for the master branch

* Fix
 2022-10-04 03:03:38 -08:00
Rory Mitchell
d686bf52a6
Reduce time for some multi-gpu tests (#8288) 
* Faster dask tests

* Reuse AllReducer objects in tests.

* Faster boost from prediction tests.

* Use rmm dask fixture.

* Speed up dask demo.

* mypy

* Format with black.

* mypy

* Clang-tidy

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2022-10-04 02:49:33 -08:00
Philip Hyunsu Cho
ca0547bb65
[CI] Use RAPIDS 22.10 (#8298) 
* [CI] Use RAPIDS 22.10

* Store CUDA and RAPIDS versions in one place

* Fix

* Add missing #include

* Update gputreeshap submodule

* Fix

* Remove outdated distributed tests
 2022-10-03 23:18:07 -08:00
Philip Hyunsu Cho
37886a5dff
[CI] Document the use of Docker wrapper script (#8297) 
* [CI] Document the use of Docker wrapper script

* Grammer fixes

* Document buildkite pipeline defs

* tests/buildkite/*.sh isn't meant to run locally
 2022-10-02 12:45:00 -07:00
Philip Hyunsu Cho
9af99760d4
Various CI savings (#8291) 2022-09-30 05:42:56 -07:00
Jiaming Yuan
299e5000a4
Fix buildkite label. (#8287) 2022-09-29 17:33:19 -07:00
Jiaming Yuan
55cf24cc32
Obtain CSR matrix from DMatrix. (#8269) 2022-09-29 20:41:43 +08:00
Philip Hyunsu Cho
b14c44ee5e
[CI] Put Multi-GPU test suites in separate pipeline (#8286) 
* [CI] Put Multi-GPU test suites in separate pipeline

* Avoid unset var error in Bash
 2022-09-29 00:41:48 -08:00
Jiaming Yuan
6925b222e0
Fix mixed types with cuDF. (#8280) 2022-09-29 00:57:52 +08:00
Jiaming Yuan
6d1452074a
Remove MGPU cpp tests. (#8276) 
Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2022-09-27 21:18:23 +08:00
Jiaming Yuan
fcab51aa82
Support more pandas nullable types (#8262) 
- Float32/64
- Category.
 2022-09-27 01:59:50 +08:00
Rory Mitchell
8f77677193
Use quantised gradients in gpu_hist histograms (#8246) 2022-09-26 17:35:35 +02:00
WeichenXu
ff71c69adf
[pyspark] Add validation for param 'early_stopping_rounds' and 'validation_indicator_col' (#8250) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2022-09-26 17:43:03 +08:00
Jiaming Yuan
3fd331f8f2
Add checks to C pointer arguments. (#8254) 2022-09-22 19:02:22 +08:00
Dmitry Razdoburdin
eb7bbee2c9
Optional by-column histogram build. (#8233) 
Co-authored-by: dmitry.razdoburdin <drazdobu@jfldaal005.jf.intel.com>
 2022-09-22 05:16:13 +08:00
Jiaming Yuan
b791446623
Initial support for IPv6 (#8225) 
- Merge rabit socket into XGBoost.
- Dask interface support.
- Add test to the socket.
 2022-09-21 18:06:50 +08:00
Jiaming Yuan
fffb1fca52
Calculate base_score based on input labels for mae. (#8107) 
Fit an intercept as base score for abs loss.
 2022-09-20 20:53:54 +08:00
Bobby Wang
4f42aa5f12
[pyspark] make the model saved by pyspark compatible (#8219) 
Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-09-20 16:43:49 +08:00
Bobby Wang
520586ffa7
[pyspark] fix empty data issue when constructing DMatrix (#8245) 
Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
 2022-09-20 16:43:20 +08:00
Philip Hyunsu Cho
70df36c99c
[CI] Retire Jenkins server (#8243) 2022-09-14 08:46:23 -07:00
Jiaming Yuan
2e63af6117
Mitigate flaky data iter test. (#8244) 
- Reduce the number of batches.
- Verify labels.
 2022-09-14 17:54:14 +08:00
Rong Ou
a2686543a9
Common interface for collective communication (#8057) 
* implement broadcast for federated communicator

* implement allreduce

* add communicator factory

* add device adapter

* add device communicator to factory

* add rabit communicator

* add rabit communicator to the factory

* add nccl device communicator

* add synchronize to device communicator

* add back print and getprocessorname

* add python wrapper and c api

* clean up types

* fix non-gpu build

* try to fix ci

* fix std::size_t

* portable string compare ignore case

* c style size_t

* fix lint errors

* cross platform setenv

* fix memory leak

* fix lint errors

* address review feedback

* add python test for rabit communicator

* fix failing gtest

* use json to configure communicators

* fix lint error

* get rid of factories

* fix cpu build

* fix include

* fix python import

* don't export collective.py yet

* skip collective communicator pytest on windows

* add review feedback

* update documentation

* remove mpi communicator type

* fix tests

* shutdown the communicator separately

Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
 2022-09-12 15:21:12 -07:00
Jiaming Yuan
bc818316f2
Prepare for improving Windows networking compatibility. (#8234) 
* Prepare for improving Windows networking compatibility.

* Include dmlc filesystem indirectly as dmlc/filesystem.h includes windows.h, which
  conflicts with winsock2.h
* Define `NOMINMAX` conditionally.
* Link the winsock library when mysys32 is used.
* Add config file for read the doc.
 2022-09-10 15:16:49 +08:00
Philip Hyunsu Cho
23faf656ad
[CI] Don't require manual approval for master branch (#8235) 2022-09-08 09:26:22 -08:00
Philip Hyunsu Cho
e888eb2fa9
[CI] Migrate CI pipelines from Jenkins to BuildKite (#8142) 
* [CI] Migrate CI pipelines from Jenkins to BuildKite

* Require manual approval

* Less verbose output when pulling Docker

* Remove us-east-2 from metadata.py

* Add documentation

* Add missing underscore

* Add missing punctuation

* More specific instruction

* Better paragraph structure
 2022-09-07 16:29:25 -08:00
Jiaming Yuan
b5eb36f1af
Add max_cat_threshold to GPU and handle missing cat values. (#8212) 2022-09-07 00:57:51 +08:00
Jiaming Yuan
441ffc017a
Copy data from Ellpack to GHist. (#8215) 2022-09-06 23:05:49 +08:00
WeichenXu
d03794ce7a
[pyspark] Add param validation for "objective" and "eval_metric" param, and remove invalid booster params (#8173) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2022-08-24 15:29:43 +08:00
WeichenXu
f4628c22a4
[pyspark] Implement SparkXGBRanker estimator (#8172) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2022-08-23 02:35:19 +08:00
Philip Hyunsu Cho
35ef8abc27
[CI] Prune unused archs from libnccl (#8179) 
* [CI] Prune unused archs from libnccl

* Put pruning logic in CI directory

* Don't use --color in grep
 2022-08-21 00:46:16 -08:00
Rong Ou
ad3bc0edee
Allow insecure gRPC connections for federated learning (#8181) 
* Allow insecure gRPC connections for federated learning

* format
 2022-08-19 12:16:14 +08:00
WeichenXu
53d2a733b0
[pyspark] Make Xgboost estimator support using sparse matrix as optimization (#8145) 
Signed-off-by: Weichen Xu <weichen.xu@databricks.com>
 2022-08-19 01:57:28 +08:00
Jiaming Yuan
16bca5d4a1
Support CPU input for device QuantileDMatrix. (#8136) 
- Copy `GHistIndexMatrix` to `Ellpack` when needed.
 2022-08-11 21:21:26 +08:00
Jiaming Yuan
36e7c5364d
[dask] Deterministic rank assignment. (#8018) 2022-08-11 19:17:58 +08:00
Jiaming Yuan
d868126c39
[CI] Fix R build on Jenkins. (#8154) 2022-08-11 14:50:03 +08:00
Jiaming Yuan
570f8ae4ba
Use black on more Python files. (#8137) 2022-08-11 01:38:11 +08:00
Jiaming Yuan
446d536c23
Fix loading DMatrix binary in distributed env. (#8149) 
- Try to load DMatrix binary before trying to parse text input.
- Remove some unmaintained code.
 2022-08-10 22:53:16 +08:00
Jiaming Yuan
8fc60b31bc
Update PyPi wheel size limit. (#8150) 2022-08-10 18:49:57 +08:00
Jiaming Yuan
9ae547f994
Use config_context in sklearn interface. (#8141) 2022-08-09 14:48:54 +08:00
Bobby Wang
03cc3b359c
[pyspark] support a list of feature column names (#8117) 2022-08-08 17:05:27 +08:00
Jiaming Yuan
bcc8679a05
Update CUDA docker image and NCCL. (#8139) 2022-08-07 16:32:41 +08:00
Jiaming Yuan
d87f69215e
Quantile DMatrix for CPU. (#8130) 
- Add a new `QuantileDMatrix` that works for both CPU and GPU.
- Deprecate `DeviceQuantileDMatrix`.
 2022-08-02 15:51:23 +08:00
Jiaming Yuan
2cba1d9fcc
Fix compatibility with latest cupy. (#8129) 
* Fix compatibility with latest cupy.

* Freeze mypy.
 2022-08-01 15:24:42 +08:00
Jiaming Yuan
2c70751d1e
Implement iterative DMatrix for CPU. (#8116) 2022-07-26 22:34:21 +08:00
Jiaming Yuan
546de5efd2
[pyspark] Cleanup data processing. (#8088) 
- Use numpy stack for handling list of arrays.
- Reuse concat function from dask.
- Prepare for `QuantileDMatrix`.
- Remove unused code.
- Use iterator for prediction to avoid initializing xgboost model
 2022-07-26 15:00:52 +08:00
Jiaming Yuan
3970e4e6bb
Move pylint helper from dmlc-core. (#8101) 
* Move pylint helper from dmlc-core.

- Move the helper into the XGBoost ci_build.
- Run it with multiprocessing.

* Fix original test.
 2022-07-23 08:12:37 +08:00
Jiaming Yuan
7785d65c8a
Fix feature weights with multiple column sampling. (#8100) 2022-07-22 20:23:05 +08:00
Jiaming Yuan
4a4e5c7c18
Prepare gradient index for Quantile DMatrix. (#8103) 
* Prepare gradient index for Quantile DMatrix.

- Implement push batch with adapter batch.
- Implement `GetFvalue` for prediction.
 2022-07-22 17:26:33 +08:00