+
     ]ix  c            	      s  a  0 t $ ^ RIHt ^ RIt^ RIt^ RIt^ RIt^ RIHt ^ RI	H
t
Ht ^ RIHtHtHt ^ RIt^ RIHtHtHt ^ RIt^ RIHtHt ^ RIHt ^ RIHtHt ^ R	IH t   ! R
 R4      t! ! R R4      t" ! R R4      t# ! R R4      t$ ! R R4      t%R t&R t']'R 4       t(R t)R t*]PV                  PY                  R. RHO4      R 4       t-R t.R t/R^R^/RRR.//3R^R^/RRRR.//33t0R ]1R!&   R/ / 3R^R^/R^R^// 3R^/R^/RRRR.//33t2R"]1R#&   ]PV                  PY                  R$]04      R% 4       t3]PV                  PY                  R&]24      R' 4       t4R( t5R) t6R* t7R+ t8R, t9R- t:R. t;R/ t<]PV                  PY                  R0]Pz                  ! ^4      P}                  ^^4      R3]Pz                  ! ^4      R3]Pz                  ! ^4      ]Pz                  ! ^4      3.4      R1 4       t?R2 t@R3 tAR4 tBR5 tCR6 tDR7 tER8 tFR9 tGR: tHR; tIR< tJR= tKR> tLR? tMR@ tNRA tORB tP]PV                  PY                  RC. RIO4      RD 4       tQRE tRRF tSRG tTR# )J    )annotationsN)Any)patchMock)datetimedate	timedelta)assert_array_equalassert_approx_equalassert_array_almost_equal)_apicbook)delete_masked_points
strip_math)
ModuleTypec                  s.    ] tR t^tR tR tR tR tRtR# )Test_delete_masked_pointsc           	     	s    \         P                  ! \        4      ;_uu_ 4        \        R \        P
                  ! RR4      4       RRR4       R#   + '       g   i     R# ; i)za stringg      ?g      @N)pytestraises
ValueErrorr   nparangeself   &B/usr/lib64/python3.14/site-packages/matplotlib/tests/test_cbook.pytest_bad_first_argZ,Test_delete_masked_points.test_bad_first_arg   s5    ]]:&& RYYsC-@A '&&&s   "AA 	c                	s   . ROp^^^\         P                  \         P                  ^.p\        W4      w  r4. ROp\        V\         P                  ! V4      V,          4       \        V\         P                  ! V4      V,          4       R# )aN)r   bcdef)r             )r   nanr   r   array)r   Za1Za2Zresult1Zresult2ind   &     r   test_string_seqZ)Test_delete_masked_points.test_string_seq   sa    +Arvvrvvq)/77BHHRL$567BHHRL$56    c           
     	s   \        R ^^4      \        R ^^4      \        R ^^4      \        R ^^4      \        R ^^4      \        R ^^4      .p\        P                  P                  ^^^\        P                  \        P                  ^.. ROR7      p\        W4      p. ROp\        V^ ,          \        P                  ! V4      V,          4       \        V^,          W$,          P                  4       4       R# )i  maskNFFTTFFr    r!   r#   )r   r   mar%   r$   r   r   
compressed)r   Zdatesa_maskedactualr&      &    r   test_datetimeZ'Test_delete_masked_points.test_datetime%   s    $1%xa';$1%xa';$1%xa';= 55;;1a;$L  N%e66!9bhhuoc&:;6!9hm&>&>&@Ar)   c                	s^   \         P                  P                  ^^^\         P                  \         P                  ^.. ROR7      p\        P
                  ! . RO4      p\        W4      p. ROp\        V^ ,          W,          P                  4       4       \        V^,          W$,          4       R# )r!   r*   Nr,   )Zrgr   r   Zmyr-   )	r   r.   r%   r$   mcolorsZto_rgba_arrayr   r   r/   )r   r0   Za_rgbar1   r&   r2   r   	test_rgbaZ#Test_delete_masked_points.test_rgba0   s}    55;;1a;$L  N&&'EF%h76!9hm&>&>&@A6!9fk2r)    N)	__name__
__module____qualname____firstlineno__r   r(   r3   r7   __static_attributes__r8   r)   r   r   r      s    B7	B3r)   r   c                  sd    ] tR t^:tR tR tR tR tR tR t	R t
R tR	 tR
 tR tR tR tRtR# )Test_boxplot_statsc                	s2   \         P                  P                  R 4       ^%V n        ^V n        \         P                  P                  V P                  V P                  3RRR7      V n        \        . RO4      V n        \        P                  ! V P                  4      V n        R
RR	RRRRRRRR\         P                  ! . R O4      RRRRRRRR/
V n        R
RR	R/V n        RRRRR\         P                  ! RR.4      /V n        RRRR/V n        RRRR/V n        R# )!i        ?g      ?)sizemeanZsigmarA   medq1q3iqrcilocihiwhislowhishifliersgP$C@g>zzD*@gjtxJ*@gDm(
@Ӿ#W@79qU@g]Y?g6 v-@gIQ;@g inޓ?gN!@g?g =ɳE@geLM?g,#W@N)rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   Zlabelg@ÿ)rK   rL   gEɳE@gqמC@)r   randomZseednrowsncolsZ	lognormaldataZsorted
known_keysr   boxplot_statsstd_resultsr%   known_nonbootstrapped_resknown_bootstrapped_ciknown_whis3_resknown_res_percentilesknown_res_ranger   r   r   setup_methodZTest_boxplot_stats.setup_method;   sC   
		s

II''djj$**-E-0 ( >	  "
 
 !..tyy9 &'%%%bhh    $#(**
&  %&&
" (*bhh[9: 
 *)&
" *( 
r)   c                	    R # Nr8   r   r   r   test_form_main_listZ&Test_boxplot_stats.test_form_main_listm       r)   c                	,    V P                    F  pK  	  R # r[   rS   r   res   & r   test_form_each_dictZ&Test_boxplot_stats.test_form_each_dictp       ##C#r)   c                	r^   r[   r_   r`   rb   r   test_form_dict_keysZ&Test_boxplot_stats.test_form_dict_keyst   rd   r)   c                	s    V P                   ^ ,          pV P                  P                  4        F  w  r#\        W,          V4       K  	  R# r    N)rS   rT   itemsr
   )r   ra   keyvalue   &   r   test_results_baselineZ(Test_boxplot_stats.test_results_baselinex   s:    q!88>>@JC%ch6 Ar)   c                	s    \         P                  ! V P                  R R7      pV^ ,          pV P                  P	                  4        F  w  r4\        W#,          V4       K  	  R# )i'  )Z	bootstrapN)r   rR   rP   rU   rg   r	   r   resultsra   rh   ri   r2   r   test_results_bootstrappedZ,Test_boxplot_stats.test_results_bootstrapped}   sH    %%dii5Aaj44::<JC%0 =r)   c                	s    \         P                  ! V P                  ^R7      pV^ ,          pV P                  P	                  4        F  w  r4\        W#,          V4       K  	  R# )   ZwhisN)r   rR   rP   rV   rg   r
   rl   r2   r   test_results_whiskers_floatZ.Test_boxplot_stats.test_results_whiskers_float   sH    %%diia8aj..446JC%ch6 7r)   c                	s    \         P                  ! V P                  ^ ^d.R7      pV^ ,          pV P                  P	                  4        F  w  r4\        W#,          V4       K  	  R# )r    rp   N)r   rR   rP   rX   rg   r
   rl   r2   r   test_results_whiskers_rangeZ.Test_boxplot_stats.test_results_whiskers_range   sL    %%diiq#h?aj..446JC%ch6 7r)   c                	s    \         P                  ! V P                  ^^_.R7      pV^ ,          pV P                  P	                  4        F  w  r4\        W#,          V4       K  	  R# )r#   rp   N)r   rR   rP   rW   rg   r
   rl   r2   r   !test_results_whiskers_percentilesZ4Test_boxplot_stats.test_results_whiskers_percentiles   sL    %%diiq"g>aj44::<JC%ch6 =r)   c                	s    . ROp\         P                  ! V P                  VR7      p\        W4       F  w  r4K  	  \         P                  ! V P                  4      pV F  pK  	  R# )Test1labelsN)rt   r"   ZAardvark   )r   rR   rP   zip)r   rv   rm   Zlabra   r2   r   test_results_withlabelsZ*Test_boxplot_stats.test_results_withlabels   sK    ,%%dii?F,HC, %%dii0C7r)   c                	s    ^^.p\         P                  ! \        4      ;_uu_ 4        \        P                  ! V P
                  VR7       RRR4       R#   + '       g   i     R# ; i)r!   ru   N)r   r   r   r   rR   rP   )r   rv   rb   r   test_label_errorZ#Test_boxplot_stats.test_label_error   s=    Q]]:&&		&9 '&&&s   #AA%	c                	s    \         P                  P                  RR7      p\        P                  ! \
        4      ;_uu_ 4        \        P                  ! V4       RRR4       R#   + '       g   i     R# ; i)"   )r@   N)r{   r{   r{   )r   rM   Znormalr   r   r   r   rR   r   rP   rb   r   test_bad_dimsZ Test_boxplot_stats.test_bad_dims   sE    yy\2]]:&&% '&&&s   A$$A5	c                	s2   \         P                  ! ^R7      p\         P                  ! RV^.4      p\        P                  ! VRR7      p\        P                  ! VRR7      p\        V^ ,          R,          R^.4       \        V^ ,          R,          . 4       R# )i   )shapeF)Z	autorangeTrJ   Ni)r   ZzerosZhstackr   rR   r
   )r   xZbstats_falseZbstats_truerj   r   "test_boxplot_stats_autorange_falseZ5Test_boxplot_stats.test_boxplot_stats_autorange_false   sv    HH3IIsArl#**1>))!t< 	",q/(";c2YG 	"+a.":B?r)   )
rP   rU   rQ   rT   rW   rX   rV   rO   rN   rS   N)r9   r:   r;   r<   rY   r\   rc   re   rk   rn   rq   rr   rs   ry   rz   r}   r   r=   r8   r)   r   r>   r>   :   sE    0
d2)47
1777&:
&
@r)   r>   c                  s    ] tR t^tR tRtR# )Hashablec                	rZ   r[   r8   r   r   r   dummyZHashable.dummy       Tr)   r8   N)r9   r:   r;   r<   r   r=   r8   r)   r   r   r      s    r)   r   c                  s     ] tR t^tRtR tRtR# )
UnhashableNc                	rZ   r[   r8   r   r   r   r   ZUnhashable.dummy   r   r)   r8   )r9   r:   r;   r<   Z__hash__r   r=   r8   r)   r   r   r      s
    Hr)   r   c                  sn   ] tR t^tR tR tR tR tR tR t	R t
]P                  P                  RR	R
.4      ]P                  P                  R]].4      R 4       4       t]P                  P                  RR	R
.4      ]P                  P                  R]].4      R 4       4       t]P                  P                  RR	R
.4      ]P                  P                  R]].4      R 4       4       t]P                  P                  RR	R
.4      ]P                  P                  R]].4      R 4       4       tR tRtR# )Test_callback_registryc                	sH    R V n         \        P                  ! 4       V n        R# )ZtestN)signalr   CallbackRegistry	callbacksr   r   r   rY   Z#Test_callback_registry.setup_method   s    //1r)   c                	s~    V'       d   V P                   P                  W4      # V P                   P                  W4      # r[   )r   connectZ_connect_picklable)r   sfuncpickles   &&&&r   r   ZTest_callback_registry.connect   s/    >>))!22>>44Q==r)   c                	s8    V P                   P                  V4      # r[   )r   
disconnect)r   cid   &&r   r   Z!Test_callback_registry.disconnect   s    ~~((--r)   c                	s   a  \        V 3R  lS P                  P                   4       4      p\        S P                  P                  P	                  S P
                  4      4      pV# )c              3  sF   <"   T F  w  rVSP                   8H  x  K  	  R # 5ir[   r   )Z.0r   pr   s   &  r   Z	<genexpr>Z/Test_callback_registry.count.<locals>.<genexpr>   s     O2N$!Q$++%2Ns   !)Zsumr   Z_func_cid_mapZlenZgetr   )r   Zcount1Zcount2s   f  r   countZTest_callback_registry.count   sE    O$..2N2NOOT^^--11$++>?r)   c                	B    \         P                  P                  4        R # r[   r   testingZbreak_cyclesr   r   r   is_emptyZTest_callback_registry.is_empty       


!r)   c                	r   r[   r   r   r   r   is_not_emptyZ#Test_callback_registry.is_not_empty   r   r)   c                	s    \         P                  ! 4       pVP                  R R 4       \        P                  ! \        P
                  ! V4      4      pVP                  RR 4      pR# )r   c                 rZ   r[   r8   r8   r)   r   <lambda>9Test_callback_registry.test_cid_restore.<locals>.<lambda>   s    r)   r   c                 rZ   r[   r8   r8   r)   r   r   r      s    tr)   N)r   r   r   r   ZloadsZdumps)r   cbZcb2r   rj   r   test_cid_restoreZ'Test_callback_registry.test_cid_restore   sE    ##%


3%ll6<<+,kk#|,r)   r   TFclsc                	s2   V P                  4        V! 4       pV P                  V P                  VP                  V4      pV P	                  4        V P                  V P                  VP                  V4      pV P	                  4        ?V P                  4        R # r[   r   r   r   r   r   )r   r   r   mini_mecid1Zcid2s   &&&   r   test_callback_completeZ-Test_callback_registry.test_callback_complete   sv     	 % ||DKK? ||DKK?  	r)   c                	s    V P                  4        V! 4       pV P                  V P                  VP                  V4      pV P	                  4        V P                  V4       V P                  4        R # r[   r   r   r   r   r   r   r   r   r   r   r      &&&  r   test_callback_disconnectZ/Test_callback_registry.test_callback_disconnect  sU     	 % ||DKK? 	r)   c                	s    V P                  4        V! 4       pV P                  V P                  VP                  V4      pV P	                  4        V P                  R 4       V P	                  4        R# )fooNr   r   r   r   test_callback_wrong_disconnectZ5Test_callback_registry.test_callback_wrong_disconnect  sX     	 % ||DKK? 	r)   c                	s   V P                  4        V! 4       pV P                  V P                  VP                  V4       V! 4       pV P                  V P                  VP                  V4       V! 4       pV P                  V P                  VP                  V4       V P	                  4        R pR pV P                  4        R # r[   r   )r   r   r   r   Zmini_me2r   r   'test_registration_on_non_empty_registryZ>Test_callback_registry.test_registration_on_non_empty_registry'  s     	 %T[['--8 5T[[(..&9 5T[[(..&9 	 r)   c                	rZ   r[   r8   r   r   r   test_picklingZ$Test_callback_registry.test_picklingB  r]   r)   )r   r   N)r9   r:   r;   r<   rY   r   r   r   r   r   r   r   markparametrizer   r   r   r   r   r   r   r=   r8   r)   r   r   r      sF   2>.5.
 [[Xe}5[[UXz$:; < 60 [[Xe}5[[UXz$:; < 6" [[Xe}5[[UXz$:; < 6" [[Xe}5[[UXz$:; < 62$r)   r   c                s   \         P                  ! 4       pVP                  R R 4       VP                  \         RR 4       \        P
                  ! \        4      ;_uu_ 4        VP                  R R4       RRR4       V P                  4       pVP                  \         RR 4       VP                  R R4       V P                  4       pR#   + '       g   i     L\; i)r   c                 rZ   r[   r8   r8   r)   r   r   Atest_callbackregistry_default_exception_handler.<locals>.<lambda>I  s    dr)   "_get_running_interactive_frameworkc                 rZ   r[   r8   r8   r)   r   r   r   L      Tr)   zargument mismatchNc                 rZ   )znot-noner8   r8   r)   r   r   r   S  s    Zr)   )	r   r   r   setattrr   r   	TypeErrorprocessZ
readouterr)Zcapsysmonkeypatchr   Zouterrs   &&  r   /test_callbackregistry_default_exception_handlerr   G  s    				!BJJul#3\C	y	!	!


5-. 
" F 35GIJJu)* F 
"	!s   #C

C	c                s  a  ! R  R\         4      oR pR pV3R lp\        P                  ! RR7      pVP                  RV4       \        P                  ! VR7      pVP                  RV4       \        P                  ! VR7      pVP                  RV4       \        P
                  P                  RV\        .VS.V\        ..4      ! V 4      # )	c                      ] tR tRtRtR# )%raising_cb_reg.<locals>.TestExceptioni[  r8   Nr9   r:   r;   r<   r=   r8   r)   r   TestExceptionr   [      r)   r   c                     \         hr[   )RuntimeErrorr8   r)   r   raise_runtime_errorZ+raising_cb_reg.<locals>.raise_runtime_error^  s    r)   c                 r   r[   r   r8   r)   r   raise_value_errorZ)raising_cb_reg.<locals>.raise_value_errora  s    r)   c                s8   < \        V \        4      '       d   ShV hr[   )
isinstancer   )excpr      &r   transformerZ#raising_cb_reg.<locals>.transformerd  s    dL))
r)   NZexception_handlerr   zcb, excp)	Z	Exceptionr   r   r   r   r   r   r   r   )r   r   r   r   Zcb_oldZcb_filtZcb_filt_passr   s   &      @r   raising_cb_regr   Z  s    	  ##d;F
NN5-. $${CGOOE./ ))KHL 12;;"":%+\$:%,m$<%1:$>$@A BFG Gr)   c                s    V P                  \        R R 4       \        P                  ! V4      ;_uu_ 4        VP	                  R4       RRR4       R#   + '       g   i     R# ; i)r   c                 rZ   r[   r8   r8   r)   r   r   Z@test_callbackregistry_custom_exception_handler.<locals>.<lambda>~  r   r)   r   N)r   r   r   r   r   )r   r   r      &&&r   .test_callbackregistry_custom_exception_handlerr   {  sC    3\C	t		


5 
			s   AA$	c                 s  a \         P                  ! R .R7      p . oV3R lpV P                  R V4       \        P                  ! \
        4      ;_uu_ 4        V P                  RV4       RRR4       V P                  R ^4       \        P                  ! \
        4      ;_uu_ 4        V P                  R^4       RRR4       R#   + '       g   i     La; i  + '       g   i     R# ; i)r   )Zsignalsc                s*   < SP                  V 4       R # r[   )append)r   rm   r   r   r   Z)test_callbackregistry_signals.<locals>.cb  s    w~~a r)   ZbarN)r   r   r   r   r   r   r   )Zcrr   rm   s     @r   test_callbackregistry_signalsr     s    				0BG JJub	z	"	"


5" 
#JJua	z	"	"


5! 
#	" 
#	" 
#	"	"s   C%CC	C&	c            	     s   R  p \         P                  ! V R7      pR pR pVP                  RV4       VP                  RV4       VP                  4       ;_uu_ 4        VP	                  R4       VP	                  R4       RRR4       VP                  RR7      ;_uu_ 4        VP	                  R4       \
        P                  ! \        RR	7      ;_uu_ 4        VP	                  R4       RRR4       RRR4       \
        P                  ! \        R
R	7      ;_uu_ 4        VP	                  R4       RRR4       \
        P                  ! \        RR	7      ;_uu_ 4        VP	                  R4       RRR4       R#   + '       g   i     EL; i  + '       g   i     L; i  + '       g   i     L; i  + '       g   i     L; i  + '       g   i     R# ; i)c                s    V hr[   r8   )r   r   r   raise_handlerZ5test_callbackregistry_blocking.<locals>.raise_handler  s    
r)   r   c                     \        R 4      h)1 should be blockedr   r8   r)   r   
test_func1Z2test_callbackregistry_blocking.<locals>.test_func1      .//r)   c                 r   )2 should be blockedr   r8   r)   r   
test_func2Z2test_callbackregistry_blocking.<locals>.test_func2  r   r)   Ztest1Ztest2Nr   r   Zmatchr   )r   r   r   Zblockedr   r   r   r   )r   r   r   r          r   test_callbackregistry_blockingr     s-   			-	@B00JJw
#JJw
# 



7


7 

 
7	#	#


7]]:-BCCJJw D	 
$ 
z)>	?	?


7 
@	z)>	?	?


7 
@	? 
 DC	 
$	# 
@	?	?	?	?sH   #E8"6FF	*FF2G8F		FFF/	2G	G	zline, resultc                    R# )z+Strip everything from the first unquoted #.Nr8   )Zlineresultr   r   test_strip_commentr     r]   r)   c                 s    \         P                  ! \        R R7      ;_uu_ 4        \        P                  ! R4       RRR4       R#   + '       g   i     R# ; i)zMissing closing quoter   zgrid.color: "aaN)r   r   r   r   Z_strip_commentr8   r)   r   test_strip_comment_invalidr     s3    	z)@	A	A./ 
B	A	A	As   AA	c                 s.    R ^R^R^/p . ROp. ROp. ROpR# )r   r   r   Nr   r   r   r!   r"   ro   ))r   r!   )r   r"   )r   ro   r8   )r   Zkvir   r   test_sanitize_sequencer     s#    	aaa AAA&Ar)   r   r   Zalias_mappingztuple[tuple[dict, dict], ...]fail_mappingz"tuple[tuple[Any, dict, dict], ...]pass_mappingzinp, kwargs_to_normc           	     s$   \         P                  ! \        4      ;_uu_ 4        \        P                  ! 4       ;_uu_ 4        \
        P                  ! V 3/ VB  R R R 4       R R R 4       R #   + '       g   i     L; i  + '       g   i     R # ; ir[   )r   r   r   r   'suppress_matplotlib_deprecation_warningr   Znormalize_kwargs)inpkwargs_to_normr   r   test_normalize_kwargs_failr     sO    	y	!	!4#O#O#Q#Qs5n5 $R	!	!#Q#Q	!	!	!s#   A>A+	A>+A;6A>>B	zinp, expected, kwargs_to_normc                sz    \         P                  ! 4       ;_uu_ 4        R R R 4       R #   + '       g   i     R # ; ir[   )r   r   )r   expectedr   r   r   test_normalize_kwargs_passr     s      
	5	5	7	7	7	7	7	7s   ):	c                s    \         P                  ! R 4       \        P                  R,          R8  d.   \        P
                  ! \        4      P                  ^,          pR# R# )Zoops:Nr"   NN)ro   i   )r   warn_externalsysZversion_infopathlibZPathZ__file__Zparents)ZrecwarnZbasedirrb   r   test_warn_externalr     sC    v
w& ,,x(003	 'r)   c            	     sT   \         P                  ! \        R 4      ;_uu_ 4       p \        RR7      V n        \
        P                  ! \        RR7      ;_uu_ 4        \        P                  ! R4       RRR4       RRR4       R#   + '       g   i     L; i  + '       g   i     R# ; i)r   N)Zreturn_valuez	\Adummy\Zr   r   )
r   objectr   r   Z	_getframer   ZwarnsZUserWarningr   r   )Zmock_sys    r   (test_warn_external_frame_embedded_pythonr     sa    	eU	#	#x!t4\\+\::w' ; 
$	#:: 
$	#	#s#   6BB	1BBBB'	c                 $   \         P                  ! ^4      p \         P                  ! ^4      p\         P                  ! ^4      RRR1,          p\        P                  ! WV4      w  r4p\         P                  ! . RO\
        R7      p\         P                  ! . RO\
        R7      p\         P                  ! . RO\
        R7      p\        Wc4       \        Wt4       \        W4       \        P                  ! W4      w  r4\        Wc4       \        Wt4       R# )rw   Ndtyper    r    r!   r!   r"   r"   ro   r    r!   r!   r"   r"   ro   ro   )ro   r"   r"   r!   r!   r    r    )r   r   r   pts_to_prestepasarrayfloatr   	r   Zy1Zy2ZxsZy1sZy2sZx_targetZ	y1_targetZ	y2_target	            r   test_to_prestepr     s    
		!A	1B	1dd	B''r2LBSzz/u=H

0>I

0>Ix$y&y&""1)GBx$y&r)   c                 4    \         P                  ! . . 4      p R # r[   )r   r   Zstepsr   r   test_to_prestep_emptyr           R(Er)   c                 r   )rw   Nr   r   r   r   )ro   ro   r"   r"   r!   r!   r    )r   r   r   pts_to_poststepr   r   r   r   r   r   test_to_poststepr     s    
		!A	1B	1dd	B((3LBSzz/u=H

0>I

0>Ix$y&y&##A*GBx$y&r)   c                 r   r[   )r   r   r   r   r   test_to_poststep_emptyr   0  s    !!"b)Er)   c                 r   )rw   Nr   r   )r          ?r   r?   r?         @r   ro   )r    r    r!   r!   r"   r"   ro   ro   )ro   ro   r"   r"   r!   r!   r    r    )r   r   r   pts_to_midstepr   r   r   r   r   r   test_to_midstepr   5  s    
		!A	1B	1dd	B''r2LBSzz<EJH

35AI

35AIx$y&y&""1)GBx$y&r)   c                 r   r[   )r   r   r   r   r   test_to_midstep_emptyr  I  r   r)   argsc                s    \         P                  ! \        4      ;_uu_ 4        \        P                  ! V !   R R R 4       R #   + '       g   i     R # ; ir[   )r   r   r   r   r   )r  r   r   test_step_failsr  N  s0     
z	"	"d# 
#	"	"	"s   AA	c                 st    ! R  R4      p \        ^4       Uu. uF	  q! 4       NK  	  up;w  r#rErg\        P                  ! 4       pVP                  ! V!   VR,           F  p	K  	  VP	                  V4       VR,           F  p	K  	  \
        P                  ! VR,          VR,          4       F  w  rK  	  R# u upi )c                  r   )test_grouper.<locals>.DummyiY  r8   Nr   r8   r)   r   Dummyr  Y  r   r)   r  r!   NNN)ranger   GrouperjoinZremove	itertoolsproduct)r  _r   r   r   r   r   objsr4   otherABs               r   test_grouperr  X  s     -21X6XEGX66MA!AFFDM b HHQKb !!$r(DH515 7s   B5c                 s    ! R  R4      p \        ^4       Uu. uF	  q! 4       NK  	  pp\        P                  ! 4       pVP                  ! V!   VP                  pV F  pK  	  WB^ ,          ,          pVR,           F  pK  	  R# u upi )c                  r   )#test_grouper_private.<locals>.Dummyim  r8   Nr   r8   r)   r   r  r  m  r   r)   r  r  N)r  r   r  r	  Z_mapping)r  r  r  r4   ZmappingZoZbase_set          r   test_grouper_privater  l  sl     "1X&XEGXD&AFFDMjjGT AwH"XXX 's   Bc                 sv    \         P                  ! ^4      p V P                  p\        P                  ! V4      pR# )r#   N)r   r   Zflatr   _safe_first_finite)r   Zitret      r   test_flatiterr  }  s*    
		!A	
B 
"
"2
&Cr)   c                 |    \         P                  ! ^\         P                  4      p \        P                  ! V 4      pR# r"   N)r   fullr$   r   r  Zarrr       r   test__safe_first_finite_all_nanr    &    
''!RVV
C

"
"3
'Cr)   c                 r  r  )r   r  Zinfr   r  r  r  r   test__safe_first_finite_all_infr     r  r)   c                 sd    ! R  R4      p \         P                  ! . R4      p\        ^4       Uu. uF	  q ! 4       NK  	  pp\         P                  ! VR4      p\        P                  ! ^4      p\         P                  ! VR4      p\        ^4       Uu. uF"  p\        ^4       Uu. uF	  q ! 4       NK  	  upNK$  	  pp\         P                  ! VR4      p\        P
                  P                  ^^4      p\         P                  ! VR4      p^.^.^..p\         P                  ! VR4      p\        P                  ! ^ 4      \        P                  ! ^4      \        P                  ! ^4      .p\         P                  ! VR4      p. RO^^.^..p\         P                  ! VR4      p ! R R\        P                  4      p\        P                  ! ^
\        R7      pV! R	\        VP                  R7      p\         P                  ! VR4      p. R
Op\         P                  ! VR4      pR# u upi u upi u upi )c                  r   )test_reshape2d.<locals>.Dummyi  r8   Nr   r8   r)   r   r  r!    r   r)   r  r   c                  s4   a  ] tR tRtV 3R ltV 3R ltRtV ;t# )%test_reshape2d.<locals>.ArraySubclassi  c              3  	sj   <"   \         SV `  4        F  p\        P                  ! V4      x  K  	  R # 5ir[   )super__iter__r   r%   )r   ri   	__class__s   & r   r$  Z.test_reshape2d.<locals>.ArraySubclass.__iter__  s&     )+hhuo% ,s   03c                	sJ   < \         P                  ! \        SV `  V4      4      # r[   )r   r%   r#  __getitem__)r   Zitemr%  s   &&r   r&  Z1test_reshape2d.<locals>.ArraySubclass.__getitem__  s    88EG/566r)   r8   )r9   r:   r;   r<   r$  r&  r=   Z__classcell__)r%     @r   ArraySubclassr"    s    	&	7 	7r)   r(  r   )r   ZbufferNr   )
   )	r   r   r   r   Zddr   r    Zffr    )r   _reshape_2Dr  r   r   rM   Zrandr%   Zndarrayr   rP   )r  xnewr  r   r(  r   s         r   test_reshape2dr,    s     R%D  (#(Q(A#Q$D 			!AQ$D /4Ah7h58	$8a%'8	$hA7Q$D 			q!AQ$D qcA3AQ$D 
!bhhqk288A;/AQ$D 
QFQC AQ$D7

 7 			"E"Ae58AQ$D 	8AQ$DM 	$ 
%7s   H#H-#H(
2H-(H-c                s&   \         P                  ! ^4      P                  ^
^4      pV P                  V. ROR7      p\        P
                  ! VR4      p\        VP                  V4       F$  w  r$\         P                  P                  W$4       K&  	  R# )   Zcolumnsr   Nr   )
r   r   reshape	DataFramer   r*  rx   Tr   r   )pdXr   Xnewr+  r2   r   test_reshape2d_pandasr5    sh    
		"b!$A
Q0AQ$DqssD>


%%a. "r)   c                s&   \         P                  ! ^4      P                  ^
^4      pV P                  VRR.R7      p\        P
                  ! VR4      p\        VP                  V4       F$  w  r$\         P                  P                  W$4       K&  	  R# r-  r   r5   )ZdimsN)
r   r   r/  	DataArrayr   r*  rx   r1  r   r   )xrr3  r   r4  r+  r2   r   test_reshape2d_xarrayr9    sl    
		"b!$A
Qc3Z(AQ$DqssD>


%%a. "r)   c                sT   \         P                  ! ^4      P                  ^
^4      pV P                  V. ROR7      p\        P
                  ! V4      w  r4\         P                  P                  W4       \         P                  ! ^
4      p\         P                  P                  W54       R# )r-  r.  Nr   )r   r   r/  r0  r   index_ofr   r   )r2  r3  r   Idxr4  IdxRefr'   r   test_index_of_pandasr=    so    
		"b!$A
Q0Aq!ICJJ!!!*YYr]FJJ!!#.r)   c                sT   \         P                  ! ^4      P                  ^
^4      pV P                  VRR.R7      p\        P
                  ! V4      w  r4\         P                  P                  W4       \         P                  ! ^
4      p\         P                  P                  W54       R# r6  )r   r   r/  r7  r   r:  r   r   )r8  r3  r   r;  r4  r<  r'   r   test_index_of_xarrayr>    ss    
		"b!$A
Qc3Z(Aq!ICJJ!!!*YYr]FJJ!!#.r)   c                 sh   ^^^r!p R.V ,          R.V,          ,           R.V,          ,           p^ V 3W,           W,           V,           3.p^^reVR.V,          ,           pR.V,          VRV)  ,           pWUV ,           3WP,           V,           WP,           V,           V,           3.pVR.V,          ,           pR# )ro   TFNr8   )r   r   r   r+   r   r   r   r  r   test_contiguous_regionsr?    s    A!A6!8ugai4&(*DAac!e%Haq5'!)D 719tCaRy DaC13q5!#a%'*+H 5'!)Dr)   c                s~    V P                  \        ^4      \        ^
^4      R7      p\        P                  ! V4      pR# )r#   )ZindexN)ZSeriesr  r   r  )r2  r   r1   s   &  r   %test_safe_first_element_pandas_seriesr@  '  s.    
		%(%B-	0A%%a(Fr)   c                 s   R  p R pR Ft  w  r#\         P                  ! W#,          4      P                  W#4      p\        P                  ! V! V^,
          4      V! V^,
          4      4       F  w  rVV ! WEVR7       K  	  Kv  	  R# )c           	     s   V P                   w  r4. \        ^ V^,
          V4      OV^,
          Np. \        ^ V^,
          V4      OV^,
          Np. p\        P                  ! V4       Fn  w  r\        P                  ! V4       FO  w  r\        P
                  ! WV	^,           1W^,           13,          4      P                  pVP                  V4       KQ  	  Kp  	  \        P                  ! V4      pR# rf   )
r~   r  r
  Zpairwiser   Z_array_perimeterr1  r   r   r   )r   rstridecstriderowscolsZrow_indsZcol_indsZpolysZrsZrs_nextZcsZcs_nextZpss   &&&          r   checkZ*test_array_patch_perimeters.<locals>.check1  s    WW
7U1d1fg.7Q77U1d1fg.7Q7$--h7KB(11(;++AlBqyL.H,IJLLR   < 8
 

5!r)   c                sp    \        ^V ^,           4       Uu. uF  qV,          ^ 8X  g   K  VNK  	  up# u upi )r!   )r  )Znr   rb   r   divisorsZ-test_array_patch_perimeters.<locals>.divisors@  s.     AE?9?a!eqj?999s   33)rA  rB  N))r#   r#   )i   i   )i   i	   )r   r   r/  r
  r  )rE  rF  rC  rD  r   rA  rB  r  r   test_array_patch_perimetersrG  .  sq    H: 1
IIdk"**46 ) 1 1(4!82D2:4!82D!FG!g6!F 1r)   c                 s0  aaa  ! R  R4      o ! R RS4      p S! 4       oVVV3R lpV ! 4       oSP                   Sn        V! S4       \        P                  ! SRRR RR	R
 RRRR7
      ;_uu_ 4        RRR4       V! S4       R#   + '       g   i     L; i)c                  s    ] tR tRt]! 4       t]! 4       tR tR t]	R 4       t
]R 4       t]R 4       t]P                  R 4       tRtR	# )
test_setattr_cm.<locals>.AiK  c                	s0    R V n         RV n        RV n        R# )aardvarkoverrider   N)rI  rJ  _pr   r   r   __init__Z#test_setattr_cm.<locals>.A.__init__O  s    &DM&DMDGr)   c                	rZ   r[   r8   r   r   r   methZtest_setattr_cm.<locals>.A.methT  s    r)   c                	rZ   r[   r8   )r   r   r   classyZ!test_setattr_cm.<locals>.A.classyW      r)   c                 	rZ   r[   r8   r8   r)   r   staticZ!test_setattr_cm.<locals>.A.static[  rO  r)   c                	    V P                   # r[   rK  r   r   r   proptest_setattr_cm.<locals>.A.prop_  s    77Nr)   c                	    Wn         R # r[   rR  )r   Zvalr   r   rS  rT  c  s    Gr)   )rK  rI  rJ  N)r9   r:   r;   r<   r   	cls_levelrJ  rL  rM  ZclassmethodrN  ZstaticmethodrP  ZpropertyrS  Zsetterr=   r8   r)   r   r  rH  K  sn    H	8	
	 
	 
	 
	 
	 
	 
	 
	 
	r)   r  c                  r   )test_setattr_cm.<locals>.Big  r8   Nr   r8   r)   r   r  rW  g  s    r)   r  c                s   < R # r[   r8   )Zobjr  r   r  s   &r   verify_pre_post_stateZ.test_setattr_cm.<locals>.verify_pre_post_statel  s    r)   ZsquirrelZmoosec                 rZ   r[   r8   r8   r)   r   r   !test_setattr_cm.<locals>.<lambda>  s    4r)   Zbooextrac                 rZ   r[   r8   r8   r)   r   r   rY    s    4r)   ZbobrN  rP  )	rS  rI  rM  rJ  rZ  monkeyrV  rN  rP  N)rM  r[  r   Z_setattr_cm)r  rX  r  r   r  s     @@@r   test_setattr_cmr\  J  s     8A  CE,, 	
AzzAH!			J<'5H
. 
. 
.& !'
. 
.s   2BB	c                 s&    \         P                  p R # r[   )r   Z_format_approx)r    r   r   test_format_approxr]    s    Ar)   c                 s    \        ^
4       U u. uF)  p \        P                  ! 4       \        V R7      ,           NK+  	  pp RV^ &   \        P
                  ! V4      pR# u up i )r)  )ZdaysN)r  r   Ztodayr   r   r  )r   Zdatetime_lstr1   r  r   !test_safe_first_element_with_noner^    sL    >CBiHiDJJL9!#444iLHLO%%l3F Is   /Ac                 rZ   r[   r8   r8   r)   r   test_strip_mathr_    r]   r)   zfmt, value, resultc                r   )z)Apply *value* to the format string *fmt*.Nr8   )Zfmtri   r   r   r   test_auto_format_strr`    r]   r)   c                      ! R R4      p \        R4      pWn        V\        P                  R&   \        P
                  ! ^
4      pVP                  V4      p\        P                  ! V4      p\        WB4       R# )z
Test that torch tensors are converted to NumPy arrays.

We don't want to create a dependency on torch in the test suite, so we mock it.
c                  "    ] tR tRtR tR tRtR# )/test_unpack_to_numpy_from_torch.<locals>.Tensori  c                	rU  r[   rP   r|   r   r   rL  Z8test_unpack_to_numpy_from_torch.<locals>.Tensor.__init__      Ir)   c                	rQ  r[   rd  r   r   r   	__array__Z9test_unpack_to_numpy_from_torch.<locals>.Tensor.__array__      99r)   rd  Nr9   r:   r;   r<   rL  rf  r=   r8   r)   r   Tensorrc        		r)   ri  torchN)	r   ri  r   modulesr   r   r   _unpack_to_numpyr   )ri  rk  rP   Ztorch_tensorr           r   test_unpack_to_numpy_from_torchro    s`      wEL CKK99R=D<<%L##L1F
 v$r)   c                 ra  )z
Test that jax arrays are converted to NumPy arrays.

We don't want to create a dependency on jax in the test suite, so we mock it.
c                  rb  ),test_unpack_to_numpy_from_jax.<locals>.Arrayi  c                	rU  r[   rd  r|   r   r   rL  Z5test_unpack_to_numpy_from_jax.<locals>.Array.__init__  re  r)   c                	rQ  r[   rd  r   r   r   rf  Z6test_unpack_to_numpy_from_jax.<locals>.Array.__array__  rg  r)   rd  Nrh  r8   r)   r   Arrayrp    rj  r)   rq  jaxN)	r   rq  r   rl  r   r   r   rm  r   )rq  rr  rP   Z	jax_arrayr   rn  r   test_unpack_to_numpy_from_jaxrs    s_      U
CICKK99R=D		$I##I.F
 v$r)   c                 s  a  ! R R4      o\        R4      p V3R lV n        SV n        V \        P                  R&   \
        P                  ! ^
4      pV P                  V4      p\        P                  ! V4      p\        W14       R# )z
Test that tensorflow arrays are converted to NumPy arrays.

We don't want to create a dependency on tensorflow in the test suite, so we mock it.
c                  rb  )4test_unpack_to_numpy_from_tensorflow.<locals>.Tensori  c                	rU  r[   rd  r|   r   r   rL  Z=test_unpack_to_numpy_from_tensorflow.<locals>.Tensor.__init__  re  r)   c                	rQ  r[   rd  r   r   r   rf  Z>test_unpack_to_numpy_from_tensorflow.<locals>.Tensor.__array__  rg  r)   rd  Nrh  r8   r)   r   ri  rt    rj  r)   ri  
tensorflowc                s   < \        V S4      # r[   )r   )r   ri  r   r   r   Z6test_unpack_to_numpy_from_tensorflow.<locals>.<lambda>  s    Z6%:r)   N)
r   Z	is_tensorri  r   rl  r   r   r   rm  r   )ru  rP   Z	tf_tensorr   ri  s       @r   $test_unpack_to_numpy_from_tensorflowrv    sn      L)J:JJ *CKK99R=D!!$'I##I.F
 v$r)   )	)a : no_commentrw  )a : "quoted str"rx  )za : "quoted str" # commentrx  )a : "#000000"ry  )za : "#000000" # commentry  )a : ["#000000", "#FFFFFF"]rz  )z$a : ["#000000", "#FFFFFF"] # commentrz  )z"a : val  # a comment "with quotes"za : val)z# only comment "with quotes" xxZ ))z%.2f m皙?0.20 m)z{:.2f} mr{  r|  )z{} mr{  z0.2 m)constr{  r}  )z%d or {}r{  z0 or {})z{{{:,.0f}}}g     jAz	{200,000})z{:.2%}gUUUUUU?z66.67%)z$%ggRQ@z$2.54)U__conditional_annotations__Z
__future__r   r
  r   r   r   Ztypingr   Zunittest.mockr   r   r   r   r   Znumpyr   Znumpy.testingr   r	   r
   r   Z
matplotlibr   r   Zmatplotlib.colorsZcolorsr6   Zmatplotlib.cbookr   r   Ztypesr   r   r>   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Z__annotations__r   r   r   r   r   r   r   r   r   r   r  r   r/  r  r  r  r  r  r   r,  r5  r9  r=  r>  r?  r@  rG  r\  r]  r^  r_  r`  ro  rs  rv  )r~  r'  r   <module>r     s   " "    
  % . . 6 6  " # = 3 3D{@ {@|  
C$ C$LH&GB  
B  
* 
0
0
0
	+ 
1c1#u67	1c1#Sz):;</+  
2rN	1c1QQ',	1XQx/C#s+<=>40  .=6 >6
 8%'I'I/ ('(!
'(!
'(!
 
iimAq!3'iimSiimRYYq\"$%
$%
$
(&"	P+f////..78Od	K<, - 	0 	D	D%8%:%r)   