ó
\c           @   sö   d  d l  Z  d  d l m Z m Z d  d l m Z d g d d g f d d d g d d d d g f d d d	 g d d d d
 g f d d	 d d	 g d d d d d g f d d	 d d	 d g d d
 d d d d
 g f f Z e  j j d e  d    Z	 d S(   i’’’’N(   t   assert_array_equalt   ignore_warnings(   t   rankdataid   t   maxg      š?g      @i,  iČ   g       @g      @g      @s   values, method, expectedc         C   s3   t    $ t |  d | } t | |  Wd  QXd  S(   Nt   method(   R   R   R    (   t   valuesR   t   expectedt   r(    (    s=   lib/python2.7/site-packages/sklearn/utils/tests/test_stats.pyt   test_cases_rankdata   s    
(
   t   pytestt   sklearn.utils.testingR    R   t   sklearn.utils.statsR   t   _casest   markt   parametrizeR   (    (    (    s=   lib/python2.7/site-packages/sklearn/utils/tests/test_stats.pyt   <module>   s   $0