Ug PdZddlmZddlmZddlZGddZdZdZdS) azglobal_random_seed fixture The goal of this fixture is to prevent tests that use it to be sensitive to a specific seed value while still being deterministic by default. See the documentation for the SKLEARN_TESTS_GLOBAL_RANDOM_SEED variable for insrtuctions on how to use this fixture. https://scikit-learn.org/dev/computing/parallelism.html#sklearn-tests-global-random-seed )environ)RandomNceZdZddZdS) XDistHooksreturnNcN|jd}||jd<dS)N random_seeds)config getoption workerinput)selfnoder s X/var/www/surfInsights/venv3-11/lib/python3.11/site-packages/sklearn/tests/random_seed.pypytest_configure_nodez XDistHooks.pytest_configure_nodes*{,,^<< +7((()rN)__name__ __module__ __qualname__rrrrrs(888888rrc^|jdr&|jtt t d}t jd}t|drd|j vr|j dn|dgn|dkr#t |gn|dkr|nd |vrS| d \}}t t t|t|d znt|gtd kstd krt!d ||j_Gfdd}|j|dS)Nxdistd SKLEARN_TESTS_GLOBAL_RANDOM_SEEDr r *anyall-rczThe value(s) of the environment variable SKLEARN_TESTS_GLOBAL_RANDOM_SEED must be in the range [0, 99] (or 'any' or 'all'), got: cDeZdZejdZdS)0pytest_configure..GlobalRandomSeedPlugin)paramsc3K|jVdS)aFixture to ask for a random yet controllable random seed. All tests that use this fixture accept the contract that they should deterministically pass for any seed value from 0 to 99 included. See the documentation for the SKLEARN_TESTS_GLOBAL_RANDOM_SEED variable for insrtuctions on how to use this fixture. https://scikit-learn.org/dev/computing/parallelism.html#sklearn-tests-global-random-seed N)param)r requests rglobal_random_seedzCpytest_configure..GlobalRandomSeedPlugin.global_random_seed:s-     rN)rrrpytestfixturer&)r srGlobalRandomSeedPluginr!9s> | , , ,  - , rr)) pluginmanager haspluginregisterrlistrangergethasattrr rchoicesplitintminmax ValueErroroptionr )r RANDOM_SEED_RANGErandom_seed_varstartstopr)r s @rpytest_configurer<s %%g..4%%jll333U3ZZ((k"DEEOv}%%.FrCs   88888888 /</</