
    ri                         d dl Zd dlmZ d Zy)    N)PytestWeightedFenwickTreec           
         t         j                  j                  |       }d}|j                  |      }|j	                  |      }|j                  dd|      }t        j                  |      }t        j                  |      }t        |      }|j                  |       t        |      D ]2  }	||	   }
|j                  |
||
   ||
          ||
   ||
<   ||
   ||
<   |j                  d|j                               }|j                  |      \  }}}}t        j                  |t        j                  |d|             sJ t        j                  |t        j                  |d| |d| z              sJ ||k(  r||k  s	J ||k(  sJ ||d ||d dkD     }|j                  dkD  r||d   z   |kD  sJ ||d ||d dkD     }|j                  dkD  s&||d   z   |k\  r3J  y)z<
    Test Cython's weighted Fenwick tree implementation
    d   )sizer      N)nprandomdefault_rngpermutationnormalintegers
zeros_liker   py_resetrangepy_adduniformsum	py_searchiscloser   )global_random_seedrngnindicesywy_included_so_farw_included_so_fartreeiidxtarget	t_idx_lowt_idxcwcwynext_weightss                    ]/var/www/auto_recruiter/arenv/lib/python3.12/site-packages/sklearn/tree/tests/test_fenwick.py!test_cython_weighted_fenwick_treer(      s    ))

 2
3CAooa G


AQ"Aa(a($Q'DMM!1X 2ajC33(!"3#!"3#Q 1 5 5 78$(NN6$:!	5"c zz"bff%6v%>?@@@zz)&514Efu4MMN
 	
 
 ;;<< )01B561JQ1NOq Q'&000(45Fyz5RUV5VWq Q'6111;2    )numpyr   sklearn.tree._utilsr   r(    r)   r'   <module>r-      s     9-2r)   