12 Commits

Author SHA1 Message Date
Jiaming Yuan
1f9a57d17b
[Breaking] Require format to be specified in input URI. (#9077)
Previously, we use `libsvm` as default when format is not specified. However, the dmlc
data parser is not particularly robust against errors, and the most common type of error
is undefined format.

Along with which, we will recommend users to use other data loader instead. We will
continue the maintenance of the parsers as it's currently used for many internal tests
including federated learning.
2023-04-28 19:45:15 +08:00
Jiaming Yuan
cf70864fa3
Move Python testing utilities into xgboost module. (#8379)
- Add typehints.
- Fixes for pylint.

Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>
2022-10-26 16:56:11 +08:00
Jiaming Yuan
d6ea5cc1ed
Cover approx tree method for categorical data tests. (#7569)
* Add tree to df tests.
* Add plotting tests.
* Add histogram tests.
2022-01-16 11:31:40 +08:00
Philip Hyunsu Cho
9c9070aea2
Use pytest conventions consistently (#6337)
* Do not derive from unittest.TestCase (not needed for pytest)

* assertRaises -> pytest.raises

* Simplify test_empty_dmatrix with test parametrization

* setUpClass -> setup_class, tearDownClass -> teardown_class

* Don't import unittest; import pytest

* Use plain assert

* Use parametrized tests in more places

* Fix test_gpu_with_sklearn.py

* Put back run_empty_dmatrix_reg / run_empty_dmatrix_cls

* Fix test_eta_decay_gpu_hist

* Add parametrized tests for monotone constraints

* Fix test names

* Remove test parametrization

* Revise test_slice to be not flaky
2020-11-19 17:00:15 -08:00
Jiaming Yuan
b9ebbffc57
Fix plotting test. (#6040)
Previously the test loads a model generated by `test_basic.py`, now we generate
the model explicitly.

* Cleanup saved files for basic tests.
2020-08-22 13:18:48 +08:00
Philip Hyunsu Cho
ac9136ee49
Further improvements and savings in Jenkins pipeline (#5904)
* Publish artifacts only on the master and release branches

* Build CUDA only for Compute Capability 7.5 when building PRs

* Run all Windows jobs in a single worker image

* Build nightly XGBoost4J SNAPSHOT JARs with Scala 2.12 only

* Show skipped Python tests on Windows

* Make Graphviz optional for Python tests

* Add back C++ tests

* Unstash xgboost_cpp_tests

* Fix label to CUDA 10.1

* Install cuPy for CUDA 10.1

* Install jsonschema

* Address reviewer's feedback
2020-07-18 03:30:40 -07:00
Jiaming Yuan
8bdf15120a
Implement tree model dump with code generator. (#4602)
* Implement tree model dump with a code generator.

* Split up generators.
* Implement graphviz generator.
* Use pattern matching.

* [Breaking] Return a Source in `to_graphviz` instead of Digraph in Python package.


Co-Authored-By: Philip Hyunsu Cho <chohyu01@cs.washington.edu>
2019-06-26 15:20:44 +08:00
Jiaming Yuan
2ea0f887c1
Refactor Python tests. (#3897)
* Deprecate nose tests.
* Format python tests.
2018-11-15 13:56:33 +13:00
tqchen
149589c583 [PYTHON] Refactor trainnig API to use callback 2016-05-19 21:31:23 -07:00
sinhrks
9da2f3e613 DOC/TST: Fix Python sklearn dep 2016-05-01 17:27:43 +09:00
sinhrks
8fc2456c87 Enable flake8 2016-04-24 17:32:31 +09:00
terrytangyuan
803a6fe474 Separate dependencies and lightweight test env for Python 2016-02-28 20:11:10 -06:00