GitLab

* got fit() working

* add predict()

* predict_proba()

* remove custom objective docs

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* fix capitalization

* Update tests/python_package_test/test_dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* include test for training when a worker has no data

* test single partition against local model for all tasks and outputs

* remove futures_of

* include james' comments

* remove product import

* fix tests

* fix tests

* fix test comments

* simplify tests

* Apply suggestions from code review

[dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators  (#3911)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* [dask] Add unit tests that signatures are the same between Dask and scikit-learn estimators (fixes microsoft#3907)

* add support for pandas categorical columns

* remove commented code

* quotes

* syntax error

* fix shape for ranker test

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update tests/python_package_test/test_dask.py

* trying

* fix tests

* remove unnecessary debugging stuff

* skip accuracy checks on categorical

* use category columns as categorical features
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update test_dask.py

* Update dask.py

* Update .vsts-ci.yml

* Revert "Update .vsts-ci.yml"

This reverts commit 98422be5b5095f0585de333b5b5545356776ef88.

* starting on Dask client

* more docs stuff

* fix pickling

* just copy docstrings

* fit docs

* switch test order

* linting

* use client kwarg

* remove inner set_params()

* add type hints

* fix type hints

* remove commented code

* reorder

* fix tests, add client_ property

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* fix tests

* linting

* simplify
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* [dask] reduce teardown erros in Dask tests

* azure

* show logs

* try again

* more

* submodules

* try a bunch of sdist tests

* empty commit

* empty commit

* empty commit

* use sh-ubuntu

* 10 sdist tasks

* stuff

* empty commit

* empty commit

* empty commit

* empty commit

* try bdist

* empty commit

* empty commit

* empty commit

* empty commit

* py37

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* python 3.8

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* cuda config

* comment out cuda again

* setting timeout

* put client close in the right place

* uncomment CI, make timeout 60

* Update test_utilities.py

* Update cuda.yml

* Update test_utilities.py

* Update cuda_tree_learner.cpp

* Update cuda.yml

* [dask] add tests on warnings, fix incorrect variable in log

* Update tests/python_package_test/test_dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update test_engine.py

* Update test_sklearn.py

* Update test_engine.py

* Update test_sklearn.py

* Update test_sklearn.py

* Update test_sklearn.py

* Update test_sklearn.py

* Update test_engine.py

* Update .vsts-ci.yml

* Update .vsts-ci.yml

* Update test_engine.py

* Update test_dual.py

* Update test_engine.py

* Update .vsts-ci.yml

* Update .vsts-ci.yml

* [dask] allow parameter aliases for tree_learner and local_listen_port (fixes #3671)

* num_thread too

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* empty commit

* add _choose_param_value

* revert param order change

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update python-package/lightgbm/dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* just import deepcopy

* remove machines aliases

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* TST Migrates test_sklearn.py to pytest

* STY Fixes linting

* FIX Adds reason

* ENH Address comments

* Merge test_<est>_local_predict and test_<est> tests for Dask module ##3833

* Merge test_<est>_local_predict to test_<est> tests in dask module - refactor #3833

* Update test_classifier and rename variables resolves #3833

* rename variables resolves #3833

* manage precision error #3833
Co-authored-by: James Lamb <jaylamb20@gmail.com>

* [dask] factor dask-ml out of tests (fixes #3796)

* Update tests/python_package_test/test_dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update test_dask.py

* Update test_dask.py

* centralize Python-package logging in one place

* continue

* fix test name

* removed unused import

* enhance test

* fix lint

* hotfix test

* workaround for GPU test

* remove custom logger from Dask-package

* replace one log func with flags by multiple funcs

* move make_ranking into utils

* do not cache

* TST Migrates test_plotting.py to pytest

* STY Fixes linting

* [dask] use keyword args for internal function calls

* add missing comma

* Update python-package/lightgbm/dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* revert whitespace changes

* test style
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* Update test_dual.py

* Update .vsts-ci.yml

* Update .vsts-ci.yml

* Update test_dual.py

* Update .vsts-ci.yml

* Update .vsts-ci.yml

* Update .vsts-ci.yml

* adding pred_contrib support

* add tests

* linting

* remove raw_score

* add pred kwargs

* faster tests

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* changes to tests

* Update tests/python_package_test/test_dask.py
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* ranker support wip

* fix ranker tests

* fix _make_ranking rnd gen bug, add sleep to help w stoch binding port failed exceptions

* add wait_for_workers to prevent Binding port exception

* another attempt to stabilize test_dask.py

* requested changes: docstrings, dask_ml, tuples for list_of_parts

* fix lint bug, add group param to test_ranker_local_predict

* decorator to skip tests with errors on fixture teardown

* remove gpu ranker tests, reduce make_ranking data complexity

* another attempt to
silence client, decorator does not silence fixture errors

* address requested changes on 1/20/20

* skip test_dask for all GPU tasks

* address changes requested on 1/21/21

* issubclass instead of __qualname__
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* parity in group docstr with sklearn
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* _make_ranking docstr cleanup
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* TST Migrates tset_engine.py to pytest

* ENH Apply suggestions

* ENH Uses temp path

* ENH Fixes typos

[dask] allow parameter aliases for local_listen_port, num_threads, tree_learner (fixes #3671) (#3789)

* [dask] allow parameter aliases for tree_learner and local_listen_port (fixes #3671)

* num_thread too

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* empty commit
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* speed up tests

* [dask] reduce test times

* starting work

* fixed port-binding issue on localhost

* minor cleanup

* updates

* getting closer

* definitely working for LocalCluster

* it works, it works

* docs

* add tests

* removing testing-only files

* linting

* Apply suggestions from code review
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* remove duplicated code

* remove unnecessary listen()
Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

* TST Migrates test_basic.py to use pytest

* STY Linting

* CI Force CI to run

* [R-package] allow access to params in Booster

* remove unnecessary whitespace

* fix test on resetting params

* remove pytest_cache

* Update R-package/tests/testthat/test_custom_objective.R

* small code and docs refactoring

* Update CMakeLists.txt

* Update .vsts-ci.yml

* Update test.sh

* continue

* continue

* revert stable sort for all-unique values