U
    ?hJ	                     @   s   d dl Zd dlZd dlmZmZ d dlmZmZ ej	
d  ej	ddd ejZeeZejdejejejejejgejddd	gd
d Zdd Zdd Zdd ZdS )    N)assert_allcloseassert_equal)integral_image	integrate2      dtypedtype_as_kwargFTc                 C   s   t jd}|r| nd }|dd | }t||d}|jjdkr|r|j| ksVt| t jkrddnd}t	|d |j
t jd|d	 q|jt jkstt	|d |j
t jd n4|jj|jjkst|r| t jkst|d |
  d S )
Ni  )   r
   r   )r   fgMbP?gHz>)r   )rtol)nprandomZdefault_rngastyper   r   kindAssertionErrorfloat16r   sumfloat64uint8r   )r   r	   ZrstateZdtype_kwargyoutr    r   W/var/www/html/venv/lib/python3.8/site-packages/skimage/transform/tests/test_integral.pytest_integral_image_validity   s    r   c                   C   s   t tddddf  ttdd t td dd df  ttdd t td dddf  ttd	d t tddd df  ttd
d d S )N      
   r
   )r   r   )      r   r   )r    r    )r   r   )r   r   )r   xr   r   sr   r   r   r   test_integrate_basic%   s    &&&r$   c                   C   s0   t td ttdd t td ttdd d S )Nr!   r   r   )r   r"   r   r#   r   r   r   r   test_integrate_single,   s    r&   c                     s2  t dddddddgt dddddddg t dddddddgt dddddddgt tdd	dd
f  td d
d d
f  td d
dd
f  tdd
d d
f  td td tdd dd f  g}  fddttD }fddttD }t| tt|| d S )Nr   r   r         r   r    1   r   r
   r!   r%   c                    s   g | ]}|  | fqS r   r   .0i)c0r0r   r   
<listcomp>>   s     z-test_vectorized_integrate.<locals>.<listcomp>c                    s   g | ]}|  | fqS r   r   r*   )c1r1r   r   r/   ?   s     )	r   arrayr"   r   rangelenr   r   r#   )expectedZ	start_ptsZend_ptsr   )r-   r0   r.   r1   r   test_vectorized_integrate1   s    r6   )numpyr   ZpytestZnumpy.testingr   r   Zskimage.transformr   r   r   seedZrandr   r   r"   r#   markZparametrizer   Zfloat32r   Zint32r   r$   r&   r6   r   r   r   r   <module>   s    