a
    
dHd                     @   sf  d dl Z d dlZd dlZd dlZd dlZd dlmZmZ d dl	Z
d dlmZ d dl	mZmZmZ d dlmZmZ d dlZdd Zdd	 Zejd
edededfdfedededfdfedededfdfedededfdfedededfdfedededfdfedededfdfedededfdfd ggfdfd gd gd ggfdfg
dd Zdd Zdd Zed gd!d"d#d$d% Zed&gd!d'd(d) Zed*gd"d+d,d-d. Z ed/gd"d0d1d2 Z!ed3gd!d"e" d4kr6d nd5d6d7d8 Z#ed9d:gd!d'd;d< Z$d=d> Z%d?d@ Z&dAdB Z'ejdCg dDdEdF Z(edGgd!d"dHd6dIdJ Z)edKgd!d"e" dLv rdMndNd6dOdP Z*edQgdRgd!d"dSdTdU Z+ejdVg dWdXdY Z,ej-dZd[d\ Z.ed]gdRgd!d^d_d` Z/dadb Z0edcgdRgd!d^ddde Z1edfgdRgd!d^dgdh Z2didj Z3dkdl Z4e
j56dmdndo Z7dpdq Z8drds Z9ejdtduej:fdvej;fdwej<fdxej=fdygdzd{ Z>ejd|g d}d~d Z?edgdRgd!d^dd Z@dd ZAejdg ddd ZBejdg ddd ZCdd ZDdd ZEdS )    N)assert_array_almost_equalassert_array_almost_equal_nulp)image_comparison)pyplot
rc_contextticker)LogNorm
same_colorc                  C   s>   t d} t d}t jd}t \}}|| || d S N
   	   r   r   )nparangerandompltsubplotscontour)xyzfigax r   f/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/matplotlib/tests/test_contour.pytest_contour_shape_1d_valid   s
    

r   c                  C   sN   t d} t d}t | |\}}t jd}t \}}|||| d S r
   )r   r   meshgridr   r   r   r   )r   r   ZxgZygr   r   r   r   r   r   test_contour_shape_2d_valid   s    

r   zargs, messager   r   z6Length of x (9) must match number of columns in z (10)r   z3Length of y (10) must match number of rows in z (9))r   r   z4Number of dimensions of x (2) and y (1) do not matchz4Number of dimensions of x (1) and y (2) do not matchr   r   z-Shapes of x (9, 9) and z (9, 10) do not matchz-Shapes of y (9, 9) and z (9, 10) do not match)   r   r   z'Inputs x and y must be 1D or 2D, not 3DzInput z must be 2D, not 3DzDInput z must be at least a (2, 2) shaped array, but has shape (1, 1)c                 C   sN   t  \}}tjtt|d |j|   W d    n1 s@0    Y  d S )Nmatch)r   r   pytestraises	TypeErrorreescaper   )argsmessager   r   r   r   r   test_contour_shape_error%   s    r)   c                  C   sf   t  \} }|jtjddg d |jtdddgd}|j|ddid |t	d d S )Nr   levelsQ   r   d   z%1.2f)fmt)
r   r   r   r   r   randr   reshapeclabelZones)r   r   csr   r   r   test_contour_no_valid_levelsA   s
    r3   c                  C   s`   t dd} t \}}|| d}t|jdks:J |j| dd}|j|jk s\J d S )N   r            r*   )	r   r   r0   r   r   r   lenr+   all)r   r   r   Zcs1Zcs2r   r   r   test_contour_NlevelsM   s    r;   Zcontour_manual_labelsTZmpl20)remove_textstylec                  C   s   t t ddt dd\} }t t t| t|gd}tjddd t| ||}t 	g d}tj
||d t 	g d	}tj
||d
dd d S )Nr   r      )   r>      )figsizeZdpi))      ?      @)rB   皙@)rB         @)manual))       @rC   )rG   rD   )rG   rE   small)rg)rF   fontsizecolors)r   r   r   maxdstackabsr   figurer   arrayr1   )r   r   r   r2   Zptsr   r   r   test_contour_manual_labelsX   s     rR   z$contour_manual_colors_and_levels.png)r<   c                  C   s   dt jd< t dd\} }tddd}g d}g d}t|jD ]\}}|d d	k}g d
|d  }|r|dv rzdnd }	|dv rdnd }
|j|||	|
 ||d}n|j	||d d ||d}t j
||d qFd S )NFpcolormesh.snapr>   r6   r4   r   )redZyellowZpinkblueZblack)r>   r6      r           )neitherminrM   both)rM   rX   r8   )rY   rX   )rL   r+   extendr   )r   rcParamsr   r   r   r0   	enumerateZflatcontourfr   colorbar)_axsdatarL   r+   ir   filledr\   Zfirst_colorZ
last_colorcr   r   r   $test_given_colors_levels_and_extendse   s$    
rh   zcontour_log_locator.svgF)r=   r<   c               	   C   s   t  \} }d}tdd|}tdd|}t||\}}t|d  |d  }t|d d  |d d  }|d|  }	|j|	t d	}
t	|
j
td
tdd | j|
|d}t	|j |
j
 d S )Nr-         rC          rG   r>   r   2   locator      $@ir   r]   )r   r   r   linspacer   expr`   r   Z
LogLocatorr   r+   powerr   ra   r   Z
get_yticks)r   r   Nr   r   XYZ1Z2rd   rg   cbr   r   r   test_log_locator_levels   s     rx   zcontour_datetime_axis.png)r=   c                     s<  t  } | jdddd tddd t fddtd	D }td	}ttd	td	\}}|| }t 	d
 t 
||| t 	d t ||| tj|tj d	dd}tj|d d tjf d	dd}t 	d t 
||| t 	d t ||| |  D ]*}| D ]}|d |d qqd S )Ng?g\(\?333333?)ZhspacetopZbottomi  r8   c                    s   g | ]} t j|d  qS ))days)datetime	timedelta).0dbaser   r   
<listcomp>       z.test_contour_datetime_axis.<locals>.<listcomp>         r   )Zaxis      right   )r   rP   subplots_adjustr|   r   rQ   ranger   r   Zsubplotr   r`   repeatZnewaxisZget_axesZget_xticklabelsZset_haZset_rotation)r   r   r   Zz1Zz2r   r   labelr   r   r   test_contour_datetime_axis   s*    





r   z!contour_test_label_transforms.pngx86_64g{Gz?)r<   r=   Ztolc                  C   s  d} t dd| }t dd| }t ||\}}t |d |d   d dt j  }t |d d d |d d	 d   d dt j d	 d  }d
||  }tdd\}}	|	|||}
g d}g d}|
  |D ]\}}|
j	||dd d q|D ]\}}|
j	||ddd qd S )N皙?ri   rC   rj   rG   r>   r8   g      ?      ?rn   ))      )ig  i"  )i	  i  ))r   )r   g      )gffffff@r8   T)inlineZ	transformF)
r   r   r   rp   pir   r   r   r1   Zadd_label_near)deltar   r   rs   rt   ru   rv   Zr   r   CSZ
disp_unitsZ
data_unitsr   r   r   test_labels   s$    &*r   zcontour_corner_mask_False.pngzcontour_corner_mask_True.pngc                  C   s   d} d}d}t jdg t t dd| t dd| \}}t d| t d|  |t j| |   }t j| | |k}t jj	||d	}d
D ]}t
  t
j||d qd S )N<   ffffff?rB   r8   r   rG      rV   mask)FTcorner_mask)r   r   seedr   ro   cossinr/   marQ   r   rP   r`   )nZ
mask_levelZ	noise_ampr   r   r   r   r   r   r   r   test_corner_mask   s    $.r   c                  C   sV   ddgddgg} t   tt  t | ddg W d    n1 sH0    Y  d S )Ng?g333333?r   ffffff?rB   rW   )r   rP   r"   r#   
ValueErrorr`   )r   r   r   r   test_contourf_decreasing_levels   s    r   c                  C   sF   t dd} tjddd}tj| |d}t|jt ddd d S )	Nr4   r5   r6   T)ZnbinsZ	symmetricrl   ir7   )	r   r   r0   r   ZMaxNLocatorr`   r   r+   ro   )r   rm   r2   r   r   r   test_contourf_symmetric_locator   s    r   c                  C   sT   t t dddt ddd\} }t | |}t  t| ||}t| d S )Nr   r>   r6   )r   r   ro   hypotr   rP   r   r1   )r   r   rI   r2   r   r   r   test_circular_contour_warning   s
    $r   z-use_clabeltext, contour_zorder, clabel_zorder))T{     )Fr   r   )Tr   N)Fr   Nc                 C   s   t t ddt dd\}}t t t|t|gd}tjdd\}\}}|j||||d}	|j	||||d}
|	j
|| d}|
j
|| d}|d u rd| }n|}|D ]}| |ksJ q|D ]}| |ksJ qd S )Nr   r   r>   )ncols)zorder)r   use_clabeltext)r   r   r   rM   rN   rO   r   r   r   r`   r1   Z
get_zorder)r   Zcontour_zorderZclabel_zorderr   r   r   r   ax1ax2r2   Z	cs_filledZclabels1Zclabels2Zexpected_clabel_zorderr1   r   r   r   test_clabel_zorder   s      
r   zcontour_log_extension.pnggv?c                  C   s$  dt jd< t jdddd\} \}}}| jddd	 td
dd}td|dd}tdd}td|}|j	|t
| | dd}|j	||t
| | ddd}	|j	||t
| | ddd}
t j||d}|j dksJ t j|	|d}t|j td t j|
|d}d S )NFrS   r8   r   )r   r7   rA   g?r   )leftr   g      g      #@i  r   r   (   g      g      @rn   )ZvminZvmax)normrX   )r+   r   r\   rZ   r]   )g:0yE>g    _B)-C6?g    .A)r   r^   r   r   r   ro   rq   r0   r   r`   r   rY   rM   ra   r   get_ylimr   rQ   )r   r   r   ax3Zdata_exprd   Z
levels_expr+   Zc1c2c3rw   r   r   r   test_contourf_log_extension  s.    
r   zcontour_addlines.png)aarch64ppc64les390xry   gQ?c                  C   sz   dt jd< t  \} }tjd tjddd }||}||d }| 	|}|
| t|j ddgd	 d S )
NFrS   i,N,r   i'  i  gd]Kȓ\@g6>W'z@r   )r   r^   r   r   r   r   r/   Z
pcolormeshr   ra   	add_linesr   r   r   )r   r   rs   ZpcmZcontrw   r   r   r   test_contour_addlines=  s    



r   Zcontour_unevenZpng)baseline_images
extensionsr<   r=   c                  C   s   dt jd< tddd} t dd\}}|d }|j| g d	d
}|j||dd |d }|j| g d	d
}|j||dd d S )NFrS      r6   r?   r8   r>   r   )r>   r6   r?   r   r   r*   Zproportional)r   spacinguniform)r   r^   r   r   r0   r   r`   ra   )r   r   rc   r   r2   r   r   r   test_contour_unevenR  s    
r   zCrc_lines_linewidth, rc_contour_linewidth, call_linewidths, expected))Gz?NNr   )r   (\@Nr   )r   r   Gz@r   c                 C   sv   t | |ddR t \}}tddd}|j||d}|jd d |ksTJ W d    n1 sh0    Y  d S )N)zlines.linewidthzcontour.linewidth)rcr4   r6   r   )
linewidthsr   )r   r   r   r   r   r0   r   Ztlinewidths)Zrc_lines_linewidthZrc_contour_linewidthZcall_linewidthsexpectedr   r   rs   r2   r   r   r   test_contour_linewidthb  s    	r   Zpdfc                   C   s    t t ddgddgg d S )Nr8   r>   r   r6   )r   r1   r   r   r   r   r   test_label_nonaggs  s    r   Zcontour_closed_line_loop)r   r   r<   c                  C   s^   g dg dg dg dg} t jdd\}}|j| dgdgdd	 |d
d |d
d d S )N)r   r   r   )r   r>   r   )r>   r8   r>   )r>   r>   r   r   r   r   )r   alphagg @g@)r   r   r   Zset_xlimZset_ylim)r   r   r   r   r   r   test_contour_closed_line_loopy  s
    r   c                  C   sx   t ddgddg\} }| | }t \}}|| ||}|| ||}|j|jksXJ |||}|j|jkstJ d S )NrW   rB   )r   r   r   r   r`   r   _contour_generator)r   r   r   r   r   Zqcs1Zqcs2Zqcs3r   r   r   test_quadcontourset_reuse  s    r   Zcontour_manualc            
      C   sr  ddl m}  tjdd\}}d}ddgddgddggg}ddgddggddgdd	ggg}ddgdd	gddgddgddggg}ddgddgddgddgddggdd	gdd	gddggg}| |g d
||gd|d | |ddg||gdddgd d	dgddgddgd	dgd	dgddgddgddgddgddgg
g}g dg}	| |ddg|g|	gd|d | |dg|g|	gddd d S )Nr   )
ContourSetr6   r6   r   Zviridisr>   r8   r   r6   r   r8   r>   T)rf   cmaprI   k)r   rL   r   r7   r?   )
r8   r>   r>   r>   O   r8   r>   r>   r>   r   )rL   r   )Zmatplotlib.contourr   r   r   )
r   r   r   r   Zlines0Zlines1Zfilled01Zfilled12Zsegskindsr   r   r   test_contour_manual  s"     $ 
r   Z!contour_line_start_on_corner_edgec            	      C   s   t jdd\} }tg dg d\}}d|d d  |d d  }tj|td}d	 |d
< |d< tjj||d}|j|||d	d}| 	|}|j
|||d	dd}|| d S )N)r?   r7   r   )r   r8   r>   r   r6   r   g333333?r>   r8   ZdtypeT)r8   r8   )r8   r   r   r   r   )r   rL   )r   r   r   r   
zeros_likeboolr   rQ   r`   ra   r   r   )	r   r   r   r   r   r   rf   Zcbarlinesr   r   r   &test_contour_line_start_on_corner_edge  s    
r   c                  C   s   t d} t t j t | d d dd  }t|d}|jdddd	}d
}t|| |jdddd	}d}t|| |jdddd	}d}t|| |jddddd}d}t|| d S )N   r   r7   r>   r         9@r   r8   Fpixel)r8   r   !   YİØt?r   gb?rV   )r8   r   r7   g`3@gDlpf?gݓ?)r   r      gͰQo&?ghW!@g|o^}?r7   r   indicesr   )r7   r      gA*Ŏ@g      @gA?)	r   r   rp   r   sumr   r   find_nearest_contourr   )xyimgr2   Znearest_contourZexpected_nearestr   r   r   test_find_nearest_contour  s$    
&


r   c                  C   s   t d} t t j t | d d dd  }t|d}tjt	dd  |j
d	d	d
d W d    n1 sp0    Y  tjt	dd" |j
d	ddd
d W d    n1 s0    Y  tjt	dd" |j
ddddd W d    n1 s0    Y  d S )Nr   r7   r>   r   r   r   z(Method does not support filled contours.r    r8   Fr   r   r   )r>   r   T)r   r   rp   r   r   r   r`   r"   r#   r   r   )r   r   r2   r   r   r   #test_find_nearest_contour_no_filled  s    
&.0r   defaultc                  C   sZ   t   } t jtdddddg dd}| | dd | jD h d	ksVJ d S )
Ngư>r   r-   r   )gh㈵>gh㈵>gh㈵?r*   c                 S   s   h | ]}|  qS r   )Zget_text)r~   textr   r   r   	<setcomp>  r   z<test_contour_autolabel_beyond_powerlimits.<locals>.<setcomp>>   z1.00z4.00z0.25)	r   rP   add_subplotr   r   Z	geomspacer0   r1   Ztexts)r   r2   r   r   r   )test_contour_autolabel_beyond_powerlimits  s    
r   c                     s   ddl m  tdd} | dd}| | }tj|g dg ddd	}|jd
 |j	d |
  | \}}|g dksJ d}t fdd|D sJ tdd t||D sJ d S )Nr   	Rectangler8   r   r[   r   r   rk   )#FFFF00#FF00FFz#00FFFFrZ   r+   rL   r\   rT   rU   )z$x \leq -1e+250s$z$10.0 < x \leq 30.0$z$30.0 < x \leq 50.0$z$x > 1e+250s$)rU   r   r   rT   c                 3   s   | ]}t | V  qd S N
isinstancer~   ar   r   r   	<genexpr>  r   z0test_contourf_legend_elements.<locals>.<genexpr>c                 s   s    | ]\}}t | |V  qd S r  )r	   Zget_facecolorr~   r  rg   r   r   r   r    s   )Zmatplotlib.patchesr   r   r   r0   r   r`   r   Zset_overZ	set_underchangedlegend_elementsr:   zip)r   r   hr2   artistslabelsZexpected_colorsr   r   r   test_contourf_legend_elements  s$    r  c                     s   ddl m  tdd} | dd}| | }g d}tj|g d|dd	}| \}}|g d
ksfJ t fdd|D sJ tdd t	||D sJ d S )Nr   LineCollectionr8   r   r[   )rU   z#00FF00rT   r   rZ   r  )z
$x = 10.0$z
$x = 30.0$z
$x = 50.0$c                 3   s   | ]}t | V  qd S r  r  r  r  r   r   r    r   z/test_contour_legend_elements.<locals>.<genexpr>c                 s   s    | ]\}}t | |V  qd S r  )r	   Z	get_colorr  r   r   r   r    s   )
Zmatplotlib.collectionsr  r   r   r0   r   r   r
  r:   r  )r   r   r  rL   r2   r  r  r   r  r   test_contour_legend_elements  s    r  zalgorithm, klassmpl2005mpl2014serialthreaded)invalidNc                 C   sz   t ddgddgg}|d ur>tj|| d}t|j|svJ n8tt tj|| d W d    n1 sl0    Y  d S )NrB   rG   rC         @	algorithm)	r   rQ   r   r`   r  r   r"   r#   r   )r  klassr   r2   r   r   r   test_algorithm_name  s    r  r  r  r  r  r  c                 C   s~   t ddgddgg}tj|| dd | dkr@tj|| dd n:tt  tj|| dd W d    n1 sp0    Y  d S )	NrB   rG   rC   r  F)r  r   r  T)r   rQ   r   r`   r"   r#   r   )r  r   r   r   r   #test_algorithm_supports_corner_mask*  s    r  Zcontour_all_algorithmsc            
      C   s   g d} t jd}t t dddt ddd\}}t d| t d|  |jdd	d
 }t j|t	d}d|d< t j
j||d}tdd\}}t| | D ]8\}}	|j||||	d |j||||	dd ||	 qd S )Nr  i  rW   rB   r   r?   r   r   )r?   r   )Zscalesizer   T)r   r   r   r>   r  r   )r  rL   )r   r   Zdefault_rngr   ro   r   r   normalr   r   r   rQ   r   r   r  ravelr`   r   	set_title)
Z
algorithmsrngr   r   r   r   rb   rc   r   r  r   r   r   test_all_algorithms:  s    $*r$  c                  C   s   d} t dd| }t dd| }t ||\}}t |d  |d  }t |d d  |d d  }|| d }t }|jddd}	|	D ]4}
|
 }||||}|j	|d	d
d |
d qd S )Nr   ri   rC   rj   rG   r>   r8   )Znrowsr   Tr   )r   rK   zSimplest default with labels)r   r   r   rp   r   rP   Z
subfiguresr   r   r1   r"  )r   r   r   rs   rt   ru   rv   r   r   Zfigsfr   r   r   r   r   test_subfigure_clabelM  s     r&  r=   )ZsoliddasheddashdotZdottedc              	   C   sf  d}t dd|}t dd|}t ||\}}t |d  |d  }t |d d  |d d  }|| d }t \}	}
|
j|||dd	d
}|
j|ddd |
d |j	d u sJ t \}}|j|||dd	| d}|j|ddd |d|   |j	| ksJ t \}}|j|||dd	| dd}|j|ddd |d|   |j	| ksbJ d S )Nr   ri   rC   rj   rG   r>   r8   r?   r   rL   r   TrK   r   z0Single color - positive contours solid (default))rL   
linestylesz!Single color - positive contours r(  rL   r+  negative_linestyles)
r   r   r   rp   r   r   r   r1   r"  r+  )r=   r   r   r   rs   rt   ru   rv   r   fig1r   CS1fig2r   CS2fig3r   CS3r   r   r   test_linestylesa  s0     
r4  c              	   C   s  d}t dd|}t dd|}t ||\}}t |d  |d  }t |d d  |d d  }|| d }t \}	}
|
j|||dd	d
}|
j|ddd |
d |j	dksJ | tj
d< t \}}|j|||dd	d
}|j|ddd |d|  d |j	| ksJ t \}}|j|||dd	| d}|j|ddd |d|   |j	| ksjJ t \}}|j|||dd	d| d}|j|ddd |d|   |j	| ksJ d S )Nr   ri   rC   rj   rG   r>   r8   r?   r   r)  r   Tr*  z1Single color - negative contours dashed (default)r'  zcontour.negative_linestylez!Single color - negative contours z(using rcParams))rL   r-  r(  r,  )r   r   r   rp   r   r   r   r1   r"  r-  r^   )r=   r   r   r   rs   rt   ru   rv   r   r.  r   r/  r0  r   r1  r2  r   r3  Zfig4Zax4ZCS4r   r   r   test_negative_linestyles  s<     

r5  c                  C   s^   t   } |  }| tdd}|  |  |ksBJ |	  |  |ksZJ d S )Nr   r   )
r   rP   r   Zget_childrenr   r   r   r0   r1   remove)r   Zorig_childrenr2   r   r   r   test_contour_remove  s    r7  c                  C   s  t jdd\} }t dd dt}g dg dg dg}t|	 j
	 dgks`J t|j
	 dgkszJ tt jj||dj
	 dgksJ t|	 j
	 g dksJ t|j
	 g dksJ tt jj||dj
	 g dksJ | }t| ||	 j
	 dgks2J t| ||j
	 dgksRJ t| ||	 j
	 g dksxJ t| ||j
	 g dksJ d S )	Nr>   r   )r   r   )FFF)FTFr   r   )r   r   r8   )r   r   r/   r   r0   Zastyper   r   r   tolistr+   r   rQ   r`   r!  Z
tricontourZtricontourf)r   r   r   mr   r   r   test_bool_autolevel  s    & *$ &r:  )Fr|   platformr%   Z	contourpynumpyr   Znumpy.testingr   r   Z
matplotlibZmplZmatplotlib.testing.decoratorsr   r   r   r   r   Zmatplotlib.colorsr   r	   r"   r   r   markZparametrizer   emptyr)   r3   r;   rR   rh   rx   r   machiner   r   r   r   r   r   r   r   r   r   backendr   r   r   r   r   r   r   r=   contextr   r  r  ZMpl2005ContourGeneratorZMpl2014ContourGeneratorZSerialContourGeneratorZThreadedContourGeneratorr  r  r$  r&  r4  r5  r7  r:  r   r   r   r   <module>   s   







	

!










	




 
)
