o
    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rZ|rD|j| ks+J | t jkr2dnd}t|d |j	t j
d|d	 d S |jt j
ksLJ t|d |j	t j
d d S |jj|jjksdJ |rk| t jksvt|d |	  d S d S )
Ni  )   r
   r   )r   fgMbP?gHz>)r   )rtol)nprandomdefault_rngastyper   r   kindfloat16r   sumfloat64uint8r   )r   r	   rstatedtype_kwargyoutr    r   `/var/www/html/scripts/venv/lib/python3.10/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$   r   r%   r   r   r   r   test_integrate_single,   s   r(   c                     s
  t g dt g d t g dt g dt tddddf  td dd df  td dddf  tddd df  td	 td
 tdd dd f  g}  fddttD }fddttD }t| tt|| d S )N)r   r   r   r    r   r       )r    r   r    r   r   r       )r!   r"   r"   r"   r   r    1   )r"   r"   r"   r"   r   r    r+   r   r   r    r
   r#   r'   r)   r*   c                       g | ]
}|  | fqS r   r   .0i)c0r0r   r   
<listcomp>>       z-test_vectorized_integrate.<locals>.<listcomp>c                    r,   r   r   r-   )c1r1r   r   r2   ?   r3   )	r   arrayr$   r   rangelenr   r   r%   )expected	start_ptsend_ptsr   )r0   r4   r1   r5   r   test_vectorized_integrate1   s   r<   )numpyr   pytestnumpy.testingr   r   skimage.transformr   r   r   seedrandr   r   r$   r%   markparametrizer   float32r   int32r   r&   r(   r<   r   r   r   r   <module>   s    