U
    Fvft                     @   s  d dl Z d dlZd dlmZ d dlmZmZ d dlmZmZm	Z	 d dl
Zd dlmZmZmZ d dlZd dlmZmZ d dlmZ d dlmZ G dd	 d	ZG d
d dZG dd dZdd Zdd Zedd Zdd Zdd Z ej!"ddddddddd d!g	d"d# Z#d$d% Z$d&d' Z%d(d)d*d+d,d-giifd(d)d*d+d,d,d-giiffZ&di i fd(d)d*d(d)d*i fd-d)id,d)id+d,d,d-giiffZ'ej!"d.e&d/d0 Z(ej!"d1e'd2d3 Z)d4d5 Z*d6d7 Z+d8d9 Z,d:d; Z-d<d= Z.d>d? Z/d@dA Z0ej!"dBe1dC2dDdEd,fe1dCd,fe1dCe1dDfgdFdG Z3dHdI Z4dJdK Z5dLdM Z6dNdO Z7dPdQ Z8dRdS Z9dTdU Z:dVdW Z;dXdY Z<dZd[ Z=d\d] Z>d^d_ Z?d`da Z@dbdc ZAddde ZBdfdg ZCdhdi ZDej!"djdkdldmdndodpdqdrgdsdt ZEdS )u    N)ref)patchMock)datetimedate	timedelta)assert_array_equalassert_approx_equalassert_array_almost_equal)_apicbook)delete_masked_pointsc                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
Test_delete_masked_pointsc              	   C   s,   t t tdtdd W 5 Q R X d S )Nza stringg      ?g      @)pytestraises
ValueErrorr   nparangeself r   ?/tmp/pip-unpacked-wheel-7vhvci0g/matplotlib/tests/test_cbook.pytest_bad_first_arg   s    z,Test_delete_masked_points.test_bad_first_argc                 C   sj   ddddddg}ddd	t jt jd
g}t||\}}ddddg}t|t ||  t|t ||  d S )Nabcdef            r      )r   nanr   r   array)r   Za1Za2Zresult1Zresult2indr   r   r   test_string_seq   s    z)Test_delete_masked_points.test_string_seqc              	   C   s   t dddt dddt dddt dddt dddt dddg}tjjdddtjtjdgddd	d	ddgd
}t||}dddg}t|d t||  t|d ||   d S )Ni  r   r    r!      r#   r"   FTmaskr   )r   r   mar%   r$   r   r   
compressed)r   datesa_maskedactualr&   r   r   r   test_datetime    s    
 

 


z'Test_delete_masked_points.test_datetimec                 C   s   t jjdddt jt jdgddddddgd}tdd	d
dddg}t||}dddg}t|d ||   t|d ||  d S )Nr   r    r!   r"   FTr)   rgr   r   myr   r#   )	r   r+   r%   r$   mcolorsZto_rgba_arrayr   r   r,   )r   r.   Za_rgbar/   r&   r   r   r   	test_rgba+   s    

z#Test_delete_masked_points.test_rgbaN)__name__
__module____qualname__r   r'   r0   r6   r   r   r   r   r      s   r   c                   @   st   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd ZdS )Test_boxplot_statsc                 C   s   t jd d| _d| _t jj| j| jfddd| _tddd	d
dddddddg| _t	
| j| _dddddt ddddgddddd
| _d d!d"| _d#dt ddgd$| _d%d#d&| _dd'd&| _d S )(Ni  %   r(         ?g      ?)sizemeansigmar>   medq1q3iqrcilocihiwhislowhishiflierslabelgP$C@g@ÿg>zzD*@gjtxJ*@gDm(
@gӾ#W@g79qU@gEɳE@gqמC@g]Y?g6 v-@gIQ;@g inޓ?)
rE   rD   rC   r>   r@   rH   rA   rB   rG   rF   gN!@g?)rE   rD   g =ɳE@)rG   rF   rH   geLM?)rF   rG   g,#W@)r   randomseedZnrowsZncolsZ	lognormaldatasorted
known_keysr   boxplot_statsstd_resultsr%   known_nonbootstrapped_resknown_bootstrapped_ciknown_whis3_resknown_res_percentilesknown_res_ranger   r   r   r   setup_method6   sd                zTest_boxplot_stats.setup_methodc                 C   s   t | jtstd S N)
isinstancerP   listAssertionErrorr   r   r   r   test_form_main_listh   s    z&Test_boxplot_stats.test_form_main_listc                 C   s   | j D ]}t|tstqd S rW   )rP   rX   dictrZ   r   resr   r   r   test_form_each_dictk   s    
z&Test_boxplot_stats.test_form_each_dictc                 C   s&   | j D ]}t|t| jkstqd S rW   )rP   setrN   rZ   r]   r   r   r   test_form_dict_keyso   s    
z&Test_boxplot_stats.test_form_dict_keysc                 C   s0   | j d }| j D ]\}}t|| | qd S )Nr   )rP   rQ   itemsr
   )r   r^   keyvaluer   r   r   test_results_baselines   s    
z(Test_boxplot_stats.test_results_baselinec                 C   s>   t j| jdd}|d }| j D ]\}}t|| | q"d S )Ni'  )Z	bootstrapr   )r   rO   rL   rR   rb   r	   r   resultsr^   rc   rd   r   r   r   test_results_bootstrappedx   s    z,Test_boxplot_stats.test_results_bootstrappedc                 C   s>   t j| jdd}|d }| j D ]\}}t|| | q"d S )Nr!   Zwhisr   )r   rO   rL   rS   rb   r
   rf   r   r   r   test_results_whiskers_float~   s    z.Test_boxplot_stats.test_results_whiskers_floatc                 C   sB   t j| jddgd}|d }| j D ]\}}t|| | q&d S )Nr   d   ri   )r   rO   rL   rU   rb   r
   rf   r   r   r   test_results_whiskers_range   s    z.Test_boxplot_stats.test_results_whiskers_rangec                 C   sB   t j| jddgd}|d }| j D ]\}}t|| | q&d S )Nr#   _   ri   r   )r   rO   rL   rT   rb   r
   rf   r   r   r   !test_results_whiskers_percentiles   s    z4Test_boxplot_stats.test_results_whiskers_percentilesc                 C   sf   ddddg}t j| j|d}t||D ]\}}|d |ks&tq&t | j}|D ]}d|ksPtqPd S )NZTest1r    ZAardvarkr(   labelsrI   )r   rO   rL   ziprZ   )r   rp   rg   Zlabr^   r   r   r   test_results_withlabels   s    z*Test_boxplot_stats.test_results_withlabelsc              	   C   s2   ddg}t t tj| j|d W 5 Q R X d S )Nr   r    ro   )r   r   r   r   rO   rL   )r   rp   r   r   r   test_label_error   s    z#Test_boxplot_stats.test_label_errorc              	   C   s2   t jjdd}tt t| W 5 Q R X d S )N)"   rt   rt   )r=   )r   rJ   normalr   r   r   r   rO   )r   rL   r   r   r   test_bad_dims   s    z Test_boxplot_stats.test_bad_dimsc                 C   s   t jdd}t d|dg}tj|dd}tj|dd}|d d	 dksLt|d d
 dks`tt|d d ddg |d d	 dkst|d d
 dkstt|d d g  d S )N   )shapei   F)Z	autorangeTr   rF   rG   rH   )r   zerosZhstackr   rO   rZ   r
   )r   xZbstats_falseZbstats_truer   r   r   "test_boxplot_stats_autorange_false   s    z5Test_boxplot_stats.test_boxplot_stats_autorange_falseN)r7   r8   r9   rV   r[   r_   ra   re   rh   rj   rl   rn   rr   rs   rv   r|   r   r   r   r   r:   5   s   2
r:   c                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	e
jdddgdd Ze
jdddgdd Ze
jdddgdd Ze
jdddgdd Zdd Zdd ZdS )Test_callback_registryc                 C   s   d| _ t | _d S )Ntest)signalr   CallbackRegistry	callbacksr   r   r   r   rV      s    z#Test_callback_registry.setup_methodc                 C   s$   |r| j ||S | j ||S d S rW   )r   connectZ_connect_picklable)r   sfuncpickler   r   r   r      s    zTest_callback_registry.connectc                 C   s   | j |S rW   )r   
disconnect)r   cidr   r   r   r      s    z!Test_callback_registry.disconnectc                 C   s:   t | jj| jg }t | jj| j}||ks6t|S rW   )lenr   _func_cid_mapgetr   rZ   )r   Zcount1Zcount2r   r   r   count   s    zTest_callback_registry.countc                 C   s@   t j  | jji kst| jji ks*t| jjt ks<td S rW   )r   testingbreak_cyclesr   r   rZ   Z_pickled_cidsr`   r   r   r   r   is_empty   s    
zTest_callback_registry.is_emptyc                 C   s.   t j  | jji kst| jji ks*td S rW   )r   r   r   r   r   rZ   r   r   r   r   is_not_empty   s    
z#Test_callback_registry.is_not_emptyc                 C   sH   t  }|ddd  tt|}|ddd }|dksDtd S )Nr   c                   S   s   d S rW   r   r   r   r   r   <lambda>       z9Test_callback_registry.test_cid_restore.<locals>.<lambda>r   c                   S   s   d S rW   r   r   r   r   r   r      r   r   )r   r   r   r   loadsdumpsrZ   )r   cbZcb2r   r   r   r   test_cid_restore   s
    z'Test_callback_registry.test_cid_restorer   TFc                 C   s   |    t }| | j|j|}t|tks0t|   | | j|j|}||ksVt|   t	| j
jdksrtt	| j
j
dkst~|    d S )Nr   )r   r}   r   r   dummytypeintrZ   r   r   r   r   )r   r   mini_mecid1Zcid2r   r   r   test_callback_complete   s    z-Test_callback_registry.test_callback_completec                 C   sN   |    t }| | j|j|}t|tks0t|   | 	| |    d S rW   
r   r}   r   r   r   r   r   rZ   r   r   r   r   r   r   r   r   r   test_callback_disconnect   s    
z/Test_callback_registry.test_callback_disconnectc                 C   sN   |    t }| | j|j|}t|tks0t|   | 	d |   d S )Nfoor   r   r   r   r   test_callback_wrong_disconnect  s    
z5Test_callback_registry.test_callback_wrong_disconnectc                 C   s|   |    t }| | j|j| t }| | j|j| t }| | j|j| |   |  dkshtd }d }|    d S Nr    )r   r}   r   r   r   r   r   rZ   )r   r   r   Zmini_me2r   r   r   'test_registration_on_non_empty_registry  s    z>Test_callback_registry.test_registration_on_non_empty_registryc                 C   s   d S rW   r   r   r   r   r   r   0  s    zTest_callback_registry.dummyc                 C   s"   t ttt dstd S )Nr   )hasattrr   r   r   r   r   rZ   r   r   r   r   test_pickling3  s    z$Test_callback_registry.test_picklingN)r7   r8   r9   rV   r   r   r   r   r   r   r   markparametrizer   r   r   r   r   r   r   r   r   r   r}      s"   



r}   c              	   C   s   t  }|ddd  |t ddd  tt |dd W 5 Q R X |  }|j	|j
  krldksrn t|t ddd  |dd |  }|j	dkstd	|j
kstd S )
Nr   c                   S   s   d S rW   r   r   r   r   r   r   :  r   zAtest_callbackregistry_default_exception_handler.<locals>.<lambda>"_get_running_interactive_frameworkc                   S   s   d S rW   r   r   r   r   r   r   =  r   zargument mismatch c                   S   s   dS )Nznot-noner   r   r   r   r   r   D  r   z,takes 0 positional arguments but 1 was given)r   r   r   setattrr   r   	TypeErrorprocessZ
readouterrouterrrZ   )Zcapsysmonkeypatchr   Zouterrr   r   r   /test_callbackregistry_default_exception_handler8  s(        r   c                    s   G dd dt  dd }dd } fdd}tjd d	}|d
| tj|d	}|d
| tj|d	}|d
| tjd|tg| g|tgg| S )Nc                   @   s   e Zd ZdS )z%raising_cb_reg.<locals>.TestExceptionNr7   r8   r9   r   r   r   r   TestExceptionL  s   r   c                   S   s   t d S rW   )RuntimeErrorr   r   r   r   raise_runtime_errorO  s    z+raising_cb_reg.<locals>.raise_runtime_errorc                   S   s   t d S rW   r   r   r   r   r   raise_value_errorR  s    z)raising_cb_reg.<locals>.raise_value_errorc                    s   t | tr | d S rW   )rX   r   excpr   r   r   transformerU  s    
z#raising_cb_reg.<locals>.transformerZexception_handlerr   zcb, excp)		Exceptionr   r   r   r   r   r   r   r   )r   r   r   r   Zcb_oldZcb_filtZcb_filt_passr   r   r   raising_cb_regK  s$    r   c              	   C   s6   |  tddd  t| |d W 5 Q R X d S )Nr   c                   S   s   d S rW   r   r   r   r   r   r   o  r   z@test_callbackregistry_custom_exception_handler.<locals>.<lambda>r   )r   r   r   r   r   )r   r   r   r   r   r   .test_callbackregistry_custom_exception_handlerl  s      r   c               	      s   t jdgd} g   fdd}| d| tt | d| W 5 Q R X | dd tt | dd W 5 Q R X  dgkstd S )Nr   )Zsignalsc                    s     |  d S rW   )append)r{   rg   r   r   r   w  r   z)test_callbackregistry_signals.<locals>.cbbarr   )r   r   r   r   r   r   r   rZ   )Zcrr   r   r   r   test_callbackregistry_signalst  s    r   c               
   C   s   dd } t j| d}dd }dd }|d| |d	| |  |d |d	 W 5 Q R X |jdd
4 |d tjtdd |d	 W 5 Q R X W 5 Q R X tjtdd |d W 5 Q R X tjtdd |d	 W 5 Q R X d S )Nc                 S   s   | d S rW   r   r   r   r   r   raise_handler  s    z5test_callbackregistry_blocking.<locals>.raise_handlerr   c                   S   s   t dd S )N1 should be blockedr   r   r   r   r   
test_func1  s    z2test_callbackregistry_blocking.<locals>.test_func1c                   S   s   t dd S )N2 should be blockedr   r   r   r   r   
test_func2  s    z2test_callbackregistry_blocking.<locals>.test_func2Ztest1Ztest2)r   r   matchr   )r   r   r   Zblockedr   r   r   r   )r   r   r   r   r   r   r   test_callbackregistry_blocking  s"    


r   zline, result)a : no_commentr   )a : "quoted str"r   )za : "quoted str" # commentr   )a : "#000000"r   )za : "#000000" # commentr   )a : ["#000000", "#FFFFFF"]r   )z$a : ["#000000", "#FFFFFF"] # commentr   )z"a : val  # a comment "with quotes"za : val)z# only comment "with quotes" xxr   c                 C   s   t | |kstdS )z+Strip everything from the first unquoted #.N)r   _strip_commentrZ   )lineresultr   r   r   test_strip_comment  s    r   c                	   C   s(   t jtdd td W 5 Q R X d S )NzMissing closing quoter   zgrid.color: "aa)r   r   r   r   r   r   r   r   r   test_strip_comment_invalid  s    r   c                  C   s   dddd} dddg}dddg}dd	d
g}|t t|  ksDt|t t|  ks^t|t t|  ksxt|t|kst|t|kstd S )Nr   r    r!   )r   r   r   r   r   r   )r   r   )r   r    )r   r!   )rM   r   Zsanitize_sequencekeysrZ   valuesrb   )r   kvir   r   r   test_sanitize_sequence  s    


r   r   r    )r   r   Zalias_mappingr   r   zinp, kwargs_to_normc              
   C   s<   t t( t  tj| f| W 5 Q R X W 5 Q R X d S rW   )r   r   r   r   'suppress_matplotlib_deprecation_warningr   normalize_kwargs)inpkwargs_to_normr   r   r   test_normalize_kwargs_fail  s    r   zinp, expected, kwargs_to_normc              	   C   s.   t   |tj| f|ks tW 5 Q R X d S rW   )r   r   r   r   rZ   )r   expectedr   r   r   r   test_normalize_kwargs_pass  s    
r   c               
   C   sL   t td6} td d| _tjtdd t	d W 5 Q R X W 5 Q R X d S )Nsys)Zreturn_valuez	\Adummy\Zr   r   )
r   objectr   r   	_getframer   ZwarnsUserWarningr   warn_external)Zmock_sysr   r   r   (test_warn_external_frame_embedded_python  s    r   c            	      C   s   t d} t d}t dd d d }t| ||\}}}t jdddddddgtd}t jdddddddgtd}t jdddddddgtd}t|| t|| t|| t| |\}}t|| t|| d S Nr(   r   r   r    r!   dtype)r   r   r   pts_to_prestepasarrayfloatr   	r{   y1y2xsZy1sZy2sZx_targetZ	y1_targetZ	y2_targetr   r   r   test_to_prestep  s    





r   c                  C   s   t g g } | jdkstd S N)r    r   )r   r   rx   rZ   Zstepsr   r   r   test_to_prestep_empty  s    r   c            	      C   s   t d} t d}t dd d d }t| ||\}}}t jdddddddgtd}t jdddddddgtd}t jdddddddgtd}t|| t|| t|| t| |\}}t|| t|| d S r   )r   r   r   pts_to_poststepr   r   r   r   r   r   r   test_to_poststep  s    





r   c                  C   s   t g g } | jdkstd S r   )r   r   rx   rZ   r   r   r   r   test_to_poststep_empty  s    r   c            	   	   C   s   t d} t d}t dd d d }t| ||\}}}t jddddddddgtd}t jddd	d	d
d
ddgtd}t jddd
d
d	d	ddgtd}t|| t|| t|| t| |\}}t|| t|| d S )Nr(   r   r   g      ?r<   g      @r!   r   r   r    )r   r   r   pts_to_midstepr   r   r   r   r   r   r   test_to_midstep  s    





r   c                  C   s   t g g } | jdkstd S r   )r   r   rx   rZ   r   r   r   r   test_to_midstep_empty+  s    r   args   r!   r(   c              	   C   s$   t t tj|   W 5 Q R X d S rW   )r   r   r   r   r   )r   r   r   r   test_step_fails0  s    r   c            
         s  G dd d  fddt dD  \} }}}}}t }|j|  tt|d t|ks`tt|| t|kszt|dd  D ]}|| |stq|	|  |dd  D ]}|| |rtqt
|dd  |dd  D ]\}}	|||	stqd S )Nc                   @   s   e Zd ZdS )ztest_grouper.<locals>.DummyNr   r   r   r   r   Dummy;  s   r   c                    s   g | ]
}  qS r   r   .0_r   r   r   
<listcomp>=  s     z test_grouper.<locals>.<listcomp>r#   r   r   )ranger   Grouperjoinr`   rY   rZ   Zget_siblingsZjoinedremove	itertoolsproduct)
r   r   r   r   r   objsr2   otherABr   r  r   test_grouper:  s    $

$r  c                     s   G dd d  fddt dD } t }|j|   |j}| D ]}t||ks@tq@|t| d  }| dd  D ]}|t| |ksrtqrd S )Nc                   @   s   e Zd ZdS )z#test_grouper_private.<locals>.DummyNr   r   r   r   r   r   O  s   r   c                    s   g | ]
}  qS r   r   r   r  r   r   r  Q  s     z(test_grouper_private.<locals>.<listcomp>r#   r   r   )r  r   r  r  _mappingr   rZ   )r
  r2   mappingoZbase_setr   r  r   test_grouper_privateN  s    
r  c                  C   sj   t d} | j}dt|ks tdt|ks0tt|}|dksFtdt|ksVtdt|ksftd S )Nr#   r   r   )r   r   ZflatnextrZ   r   _safe_first_finite)r{   itretr   r   r   test_flatiter_  s    

r  c                  C   s*   t dt j} t| }t |s&td S r   )r   fullr$   r   r  isnanrZ   Zarrr  r   r   r   test__safe_first_finite_all_nank  s    
r  c                  C   s*   t dt j} t| }t |s&td S r   )r   r  infr   r  isinfrZ   r  r   r   r   test__safe_first_finite_all_infq  s    
r  c               	      sR  G dd d t g d} t| dks,t fddtdD }t |d} t| dks`ttd}t |d} t| dkst fd	dtd
D }t |d} t| dksttjd
d}t |d} t| dkstdgdgd
gg}t |d} t	| t
stt	| d tjr6| d jdks:tt	| d tjr\| d jdks`tt	| d tjr| d jdksttdtdtdg}t |d} t	| t
stt| dkstt	| d tjr| d jdkstddd
gd
dgdgg}t |d} t	| t
s(tt	| d tjrJ| d jdksNtt	| d tjrp| d jdksttt	| d tjr| d jdkstG dd dtj}tjdtd}|dt|jd}t |d} t| dkstt	| d |stdddddddd dg	}t |d} t| d t|ks8tt	| d tjsNtd S )!Nc                   @   s   e Zd ZdS )ztest_reshape2d.<locals>.DummyNr   r   r   r   r   r   y  s   r   r{   )r   r   c                    s   g | ]
}  qS r   r   r   r  r   r   r    s     z"test_reshape2d.<locals>.<listcomp>r#   )r   r#   c                    s"   g | ]} fd dt dD qS )c                    s   g | ]
}  qS r   r   r   r  r   r   r    s     z-test_reshape2d.<locals>.<listcomp>.<listcomp>r#   r  r   r  r   r   r    s     r!   )r!   r#   )r#   r!   r   r    r   )r   )r!   r(   )r    c                       s(   e Zd Z fddZ fddZ  ZS )z%test_reshape2d.<locals>.ArraySubclassc                 3   s    t   D ]}t|V  q
d S rW   )super__iter__r   r%   )r   rd   	__class__r   r   r!    s    z.test_reshape2d.<locals>.ArraySubclass.__iter__c                    s   t t |S rW   )r   r%   r   __getitem__)r   itemr"  r   r   r$    s    z1test_reshape2d.<locals>.ArraySubclass.__getitem__)r7   r8   r9   r!  r$  __classcell__r   r   r"  r   ArraySubclass  s   r'  
   r   )r(  )r   bufferr   r   r   ddr   r   ff)r   _reshape_2Dr   rx   rZ   r  r   rJ   ZrandrX   rY   Zndarrayr%   r   r   rL   )xnewr{   r'  r   r   r  r   test_reshape2dw  sT    
&&&&&&&		r.  c                 C   sZ   t ddd}| j|dddgd}t|d}t|j|D ]\}}t j	|| q>d S )	N   r(  r!   r   r   r   columnsr{   )
r   r   reshape	DataFramer   r,  rq   Tr   r   )pdXr{   Xnewr-  r   r   r   test_reshape2d_pandas  s
    r8  c                 C   sX   t ddd}| j|ddgd}t|d}t|j|D ]\}}t j	|| q<d S Nr/  r(  r!   r{   r4   )Zdims)
r   r   r2  	DataArrayr   r,  rq   r4  r   r   )xrr6  r{   r7  r-  r   r   r   test_reshape2d_xarray  s
    r<  c                 C   s^   t ddd}| j|dddgd}t|\}}t j|| t d}t j|| d S )Nr/  r(  r!   r   r   r   r0  )r   r   r2  r3  r   index_ofr   r   )r5  r6  r{   Idxr7  IdxRefr   r   r   test_index_of_pandas  s    
r@  c                 C   s\   t ddd}| j|ddgd}t|\}}t j|| t d}t j|| d S r9  )r   r   r2  r:  r   r=  r   r   )r;  r6  r{   r>  r7  r?  r   r   r   test_index_of_xarray  s    
rA  c                  C   s"  d\} }}dg|  dg|  dg|  }d| f| | | | | fg}t ||ksVtd\}}|dg|  }t ||ks~tdg| |d |   }|||  f||  | ||  | | fg}t ||kst|dg|  }t ||kstt dgd g ks
tt g g kstd S )N)r!   r(   r#   TFr   )r"      r#   )r   Zcontiguous_regionsrZ   )r   r   r   r*   r   r   r   r   r   r   test_contiguous_regions  s    
(rC  c                 C   s2   | j tdtddd}t|}|dks.td S )Nr#   r(     )indexr   )ZSeriesr  r   r  rZ   )r5  r   r/   r   r   r   %test_safe_first_element_pandas_series	  s    
rF  c                 C   s0   t d t| dkst| d jtks,td S )NZoopsr   r   )r   r   r   rZ   filename__file__)Zrecwarnr   r   r   test_warn_external  s    
rI  c                  C   sl   dd } dd }dD ]R\}}t || ||}t||d ||d D ]\}}| |||d qNqd S )Nc              	   S   s   | j \}}td|d ||d f}td|d ||d f}g }t|d d |dd  D ]Z\}}	t|d d |dd  D ]6\}
}t| ||	d |
|d f j}|| q~q\t|}t	|tj
| ||dstd S )Nr   r   r   rstridecstride)rx   r  rq   r   Z_array_perimeterr4  r   r   r   Zarray_equalZ_array_patch_perimetersrZ   )r{   rK  rL  rowscolsZrow_indsZcol_indsZpolysrsZrs_nextcsZcs_nextZpsr   r   r   check  s     
""$
  z*test_array_patch_perimeters.<locals>.checkc                    s    fddt d d D S )Nc                    s   g | ]} | d kr|qS )r   r   r   r   nr   r   r  )  s      zAtest_array_patch_perimeters.<locals>.divisors.<locals>.<listcomp>r   r  rS  r   rS  r   divisors(  s    z-test_array_patch_perimeters.<locals>.divisors))r#   r#   )rB     )   	   r   rJ  )r   r   r2  r  r	  )rQ  rU  rM  rN  r{   rK  rL  r   r   r   test_array_patch_perimeters  s    
rY  c                     s  G dd d G dd d }    fdd}|  j _| tjddd	d
 dddd
 dddd
 j j kstjjkstjdkstjdkstjdkstjdkstjj kstj	dkstj
dkstjdkstW 5 Q R X | d S )Nc                   @   sZ   e Zd Ze Ze Zdd Zdd Zedd Z	e
dd Zed	d
 Zejdd
 ZdS )ztest_setattr_cm.<locals>.Ac                 S   s   d| _ d| _d| _d S )Naardvarkoverridep)rZ  r[  _pr   r   r   r   __init__7  s    z#test_setattr_cm.<locals>.A.__init__c                 S   s   d S rW   r   r   r   r   r   meth<  s    ztest_setattr_cm.<locals>.A.methc                 S   s   d S rW   r   )clsr   r   r   classy?  s    z!test_setattr_cm.<locals>.A.classyc                   S   s   d S rW   r   r   r   r   r   staticC  s    z!test_setattr_cm.<locals>.A.staticc                 S   s   | j S rW   r]  r   r   r   r   propG  s    ztest_setattr_cm.<locals>.A.propc                 S   s
   || _ d S rW   rc  )r   valr   r   r   rd  K  s    N)r7   r8   r9   r   	cls_levelr[  r^  r_  classmethodra  staticmethodrb  propertyrd  setterr   r   r   r   r  3  s   


r  c                   @   s   e Zd ZdS )ztest_setattr_cm.<locals>.BNr   r   r   r   r   r  O  s   r  c                    s   | j | j k	st| j| jks tjdks.t| j| jks>t| j jksNt| jdks\tt| drjt| jdksxt| jj kst| j jkstd| jkstd| jkstd| jkstd S )NrZ  r[  extrar\  rf  ra  rb  )	r_  rZ   rZ  rd  rf  r[  r   monkey__dict__)objr  r   r  r   r   verify_pre_post_stateT  s    z.test_setattr_cm.<locals>.verify_pre_post_stateZsquirrelZmoosec                   S   s   d S rW   r   r   r   r   r   r   p  r   z!test_setattr_cm.<locals>.<lambda>Zboork  c                   S   s   d S rW   r   r   r   r   r   r   r  r   Zbobra  rb  )	rd  rZ  r_  r[  rk  rl  rf  ra  rb  )r_  rl  r   Z_setattr_cmrZ   rZ  r[  rk  rd  rf  ra  rb  )r  rp  r   ro  r   test_setattr_cm2  s<         rq  c                  C   s   t j} | dddkst| dddks*t| dddks<t| dddksNt| dd	dks`t| d
d	dksrt| dd	dkst| d
d| d
d  krdksn td S )Nr   r   0r    r!   g(0z-0gHz>r#   gӴ:T?z0.00123gӴ:Tz-0.00123   r(  z
0.00123456)r   Z_format_approxrZ   )r   r   r   r   test_format_approx  s    rt  c                  C   s@   dd t dD } d | d< t| }|d k	r8|| d ks<td S )Nc                 S   s   g | ]}t  t|d  qS ))days)r   todayr   rR  r   r   r   r    s     z5test_safe_first_element_with_none.<locals>.<listcomp>r(  r   r   )r  r   r  rZ   )Zdatetime_lstr/   r   r   r   !test_safe_first_element_with_none  s    
rw  zfmt, value, result)z%.2f m皙?0.20 m)z{:.2f} mrx  ry  )z{} mrx  z0.2 m)constrx  rz  )z%d or {}rx  z0 or {})z{{{:,.0f}}}g     jAz	{200,000})z{:.2%}gUUUUUU?z66.67%)z$%ggRQ@z$2.54c                 C   s2   t | ||kstt | t||ks.tdS )z)Apply *value* to the format string *fmt*.N)r   Z_auto_format_strrZ   r   Zfloat64)fmtrd   r   r   r   r   test_auto_format_str  s    r|  )Fr  r   weakrefr   Zunittest.mockr   r   r   r   r   Znumpyr   Znumpy.testingr   r	   r
   r   Z
matplotlibr   r   Zmatplotlib.colorscolorsr5   Zmatplotlib.cbookr   r   r:   r}   r   r   r   r   r   r   r   r   r   r   Zfail_mappingZpass_mappingr   r   r   r   r   r   r   r   r   r   r2  r   r  r  r  r  r  r.  r8  r<  r@  rA  rC  rF  rI  rY  rq  rt  rw  r|  r   r   r   r   <module>   s   "~ !
!
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

S
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