
    k h                     B   d dl Zd dlmZmZ d dlmZmZmZ d dl	m
Z
mZ d dlmZ d dlZ ej                  d      Zd Zd Zd	 Zd
 Zd Zej,                  j/                  dej0                  ej2                  f      ej,                  j/                  dd      ej,                  j/                  dd      d                      Zej,                  j/                  dd      ej,                  j/                  dd      ej,                  j/                  dd      d                      Zy)    N)assert_array_almost_equalassert_equal)colordataimg_as_float)threshold_localgaussian)apply_parallelz
dask.arrayc            	         t        j                  d      j                  dd      j                  t              } t        | d      }t        t
        | dddddi	      }t        ||       d
 }t        | dd      }t        || dd      }t        ||       t        | dd      }t        |t        j                  | d      dd      }t        |t         j                        sJ t        ||       y )N            r      r   modereflect)chunksdepthextra_argumentsextra_keywordsc                     t        | dd      S )N   r   sigmar   r	   arrs    /home/developers/rajanand/mypropertyqr-fmb-refixing-v2/venv/lib/python3.12/site-packages/skimage/util/tests/test_apply_parallel.pywrapped_gaussz*test_apply_parallel.<locals>.wrapped_gauss       1955    r   r   )r   r   r   T)r   compute)nparangereshapeastypefloatr   r
   r   r	   da
from_array
isinstancendarray)a	expected1result1r!   	expected2result2	expected3result3s           r    test_apply_parallelr6      s    
		#r2&--e4A  1%I		*G gy16 !)4I]AfAFGgy1!)4Ir}}Qv}6aG grzz***gy1r#   c            	         t        j                  d      j                  dd      j                  t              } t
        j                  | d      }t        | d      }t        t        | ddddd	id
      }t        t        |dddd	i      }t        |t
        j                        sJ t        |j                         |       t        |t
        j                        sJ t        |j                         |       y )Nr   r   r   r$   r   r   r   r   r   F)r   r   r   r   r%   )r   r   r   )r&   r'   r(   r)   r*   r+   r,   r   r
   r-   Arrayr   r%   )r/   dr0   r1   r3   s        r    test_apply_parallel_lazyr:   /   s    
		#r2&--e4A
a'A  1%I		*G 		*G grxx(((goo/;grxx(((goo/;r#   c                      t        j                  d      j                  dddd      } d } ||       }t        ||       }t	        ||       y )Ni   r         	   c                     | dz   S )N*    r   s    r    add_42ztest_no_chunks.<locals>.add_42U   s    Rxr#   )r&   onesr(   r
   r   )r/   rB   expectedresults       r    test_no_chunksrF   R   sG    
&&q!Q2A ayHFA&Ffh/r#   c                      d } t        j                  d      j                  dd      j                  t              }t        |dd      }t        | |ddd	      }t        ||       y )
Nc                     t        | dd      S )Nr   wrapr   r   r   s    r    wrappedz)test_apply_parallel_wrap.<locals>.wrapped_   s    1622r#   r   r   r   rI   r   r   r   r   r   r   r&   r'   r(   r)   r*   r	   r
   r   rJ   r/   rD   rE   s       r    test_apply_parallel_wraprN   ^   sX    3 			#r2&--e4A0HGQvQVLFfh/r#   c                      d } t        j                  d      j                  dd      j                  t              }t        |dd      }t        | |dddd	d
      }t        ||       y )Nc                     t        | dd      S )Nr   nearestr   r   r   s    r    rJ   z,test_apply_parallel_nearest.<locals>.wrappedj   r"   r#   r   r   r   rQ   r   r   r   )r   r   rK   rL   rM   s       r    test_apply_parallel_nearestrR   i   sa    6 			#r2&--e4A3H6Q1IF fh/r#   dtyper   )N)   rT   r   r   )r   r=   )r=   r=   r   c                     t        j                         j                  |      dz  }t        j                  } ||      }t        |||| |d      }t        |j                  |j                         t        ||       y )Ng     o@)r   r   rS   channel_axis)	r   chelsear)   r   	rgb2ycbcrr
   r   rS   r   )r   r   rS   catfunccat_ycbcr_expected	cat_ycbcrs          r    test_apply_parallel_rgbr^   v   sh     ,,.


&
.C??Dcc&UI #)),0)<r#   )N)rT      ndim)r   r=   )r=      r`   rW   )r   r      rV   c                    t        t        j                               }t        j                  } ||d      }t        j                  |d|      }|dk(  r0ddg}|j                  ||j                  z  |j                  |          | dk(  r#ddg} | j                  ||j                  z  d       t        |||| |j                  |t        |            }t        j                  ||d      }t        ||       y)	a
  Test channel_axis combinations.

    For depth and chunks, test in three ways:
    1.) scalar (to be applied over all axes)
    2.) tuple of length ``image.ndim - 1`` corresponding to spatial axes
    3.) tuple of length ``image.ndim`` corresponding to all axes
    rV   )rW   r`   rT   r=   r   )r   r   rS   rW   r   N)r   r   rX   r   rY   r&   moveaxisinsertr`   shaper
   rS   dictr   )r   r   rW   rZ   r[   r\   r]   s          r    $test_apply_parallel_rgb_channel_axisrj      s     t||~
&C??Dc3 ++c2|
,CslSXX-syy/FGA\CHH,a0ii!6I I|R8I0)<r#   )numpyr&   skimage._shared.testingr   r   skimager   r   r   skimage.filtersr   r	   skimage.util.apply_parallelr
   pytestimportorskipr+   r6   r:   rF   rN   rR   markparametrizefloat32float64r^   rj   rA   r#   r    <module>rv      s    K - - 5 6 V&2D <F	00
0 2::rzz":;#89"34= 5 : <= #=>"9:)>?#= @ ; ?#=r#   