-iSSKrSSKJr SSKrSSKrSSKJrJrJr SSKJ r SSK J r J r Sr SrSrS r\R"R%S /S Q5S 5r\R"R)\ S S9S5rSrg)N)ThreadPoolExecutor)config_context get_config set_config)_IS_WASM)Paralleldelayedc [5SSSSSSSSSSS. :Xde[SS9 [5S SLde[SS9 [5SSSSSSSSSSS. :XdeSSS5 [5S SLde[SS9 [SS9 [5S SLdeSSS5 [5S SLde[SS9 [5S SLde[SS9 [5S SLde[SS9 [5S SLdeSSS5 [5S SLdeSSS5 [5S SLdeSSS5 [5SSSSSSSSSSS. :Xde[R"[ 5 [S5 SSS5 [R"[ 5 [SS 9R 5 SSS5 g!,(df  GNx=f!,(df  GNI=f!,(df  N=f!,(df  N=f!,(df  N=f!,(df  N=f!,(df  g=f) NFiTdiagramdefault) assume_finiteworking_memoryprint_changed_onlydisplayarray_api_dispatchpairwise_dist_chunk_sizeenable_cython_pairwise_disttransform_outputenable_metadata_routingskip_parameter_validationrrdo_something_else)rrrpytestraises TypeError __enter__L/var/www/html/venv/lib/python3.13/site-packages/sklearn/tests/test_config.pytest_config_contextr" sF <"#$''+%#(%*    & < (E 11 1 d +|!""& "'(++/ )',).    , < (E 11 1 d + $ /<0D8 880|O,444 % 0<0E9 99d3!|O4===.!|O4<<< 4<0E9 991|O,444' ,* <"#$''+%#(%*     y !t " y !.88: " !m , + 0 /431 0 , +F " ! " !sxG H G #HH.G2 H'H? H%-H6 G G/ *H2 H <H H H H"% H36 Ic[5SSLde[SS9 [5SSLde[5e!,(df  O=f![a Of=f[5SSLdeg)NrFTr)rr ValueErrorrr r!test_config_context_exceptionr%Xsr < (E 11 1 $ /<0D8 88, 0 /    < (E 11 1s& A : AA A AAcz[5SSLde[SS9 [5SSLde[SS9 [5SSLde[SS9 [5SSLde[SS9 [5SSLde[R"[5 [SS9 SSS5 g!,(df  g=f)NrFrTr)rrrrrrr r!test_set_configr'cs < (E 11 1T" < (E 11 1T" < (D 00 0T" < (D 00 0U# < (E 11 1 y !T* " ! !s  B,, B:c[US9 [R"U5 [5SsSSS5 $!,(df  g=f)zAReturn the value of assume_finite after waiting `sleep_duration`.rrN)rtimesleepr)rsleep_durations r!set_assume_finiter,ss, m 4 >"|O, 5 4 4s #7 Abackend)lokymultiprocessing threadingch/SQn/SQn[USS9"S[X555nU/SQ:Xdeg)a[Test that the global config is threadsafe with all joblib backends. Two jobs are spawned and sets assume_finite to two different values. When the job with a duration 0.1s completes, the assume_finite value should be the same as the value passed to the function. In other words, it is not influenced by the other job setting assume_finite to True. FTFT皙?皙?r4r5)r-n_jobsc3P# UHup[[5"X5v M g7f)N)r r,).0r sleep_durs r! 0test_config_threadsafe_joblib..s(0(L $M !"=<<(Ls$&N)rzip)r-assume_finitessleep_durationsitemss r!test_config_threadsafe_joblibrAzsB0N*O WQ /0(+N(L0 E . .. .r zcannot start threads)reasonc/SQn/SQn[SS9nUR[X5Vs/sHnUPM nnSSS5 W/SQ:Xdegs snf!,(df  N=f)zUses threads directly to test that the global config does not change between threads. Same test as `test_config_threadsafe_joblib` but with `ThreadPoolExecutor`.r2r3r6) max_workersN)rmapr,)r>r?eoutputr@s r!test_config_threadsaferHsj 0N*O  *a%% 1>S S S   + . .. .   + *sA A A A AcUR[RRRSS5 [ R "[SS9 [SS9 SSS5 SSS5 [ R "[SS9 [SS9 SSS5 g!,(df  NB=f!,(df  NK=f!,(df  g=f)z!Check error when SciPy is too old __version__z1.13.0zSciPy must be 1.14.0 or newer)matchT)rN) setattrsklearnutils _array_apiscipyrr ImportErrorrr) monkeypatchs r!*test_config_array_api_dispatch_error_scipyrSs 0066 xP {*I J t 4 5 K {*I Jd+ K J5 4 K J K Js0 B(BB( B9 B% !B(( B69 C)r)concurrent.futuresrrrMrrrsklearn.utils.fixesrsklearn.utils.parallelrr r"r%r'r,mark parametrizerAxfailrHrSrr r!rZs 1 ::(4I;X2 + -$LM/N/$8$:;/</" ,r