Reproducibility fixes

[nicl-nno]

• Added passing of random seed to GOLEM to enforce reproducibility.
• Added more strict integrational test.

OpTuna-based tuning is still non-reproducible in multi-threaded mode (by design)

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[github-actions[bot]]

All PEP8 errors has been fixed, thanks :heart:

Comment last updated at

[codecov[bot]]

Codecov Report

All modified and coverable lines are covered by tests :white_check_mark:

Project coverage is 79.95%. Comparing base (b711ebe) to head (3ea908b). Report is 11 commits behind head on master.

:exclamation: Current head 3ea908b differs from pull request most recent head 2b33c57

Please upload reports for the commit 2b33c57 to get more accurate results.

Additional details and impacted files

```diff @@ Coverage Diff @@ ## master #1278 +/- ## ========================================== + Coverage 79.92% 79.95% +0.02% ========================================== Files 146 146 Lines 10049 10054 +5 ========================================== + Hits 8032 8039 +7 + Misses 2017 2015 -2 ```

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[pep8speaks]

Hello @nicl-nno! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file test/integration/pipelines/tuning/test_pipeline_tuning.py:

Line 17:1: F401 'examples.simple.time_series_forecasting.ts_pipelines.ts_glm_pipeline' imported but unused Line 17:1: F401 'examples.simple.time_series_forecasting.ts_pipelines.ts_glm_ridge_pipeline' imported but unused Line 17:1: F401 'examples.simple.time_series_forecasting.ts_pipelines.ts_polyfit_pipeline' imported but unused

Comment last updated at 2024-06-27 10:23:53 UTC