+
    iEZ                       R t Rt^ RIt^ RIt^ RIt^ RIt^ RIt^ RIt^ RIt^ RI	H
t
 ^ RIt^ RIt^ RIHu Ht ^ RIHu Ht ^ RIt^ RIHt ^ RIHt ^ RIHt ^ RIHtHtHtHtHtHtHtH t H!t!H"t"H#t#H$t$H%t%H&t&H't'H(t(H)t)H*t*H+t+H,t,H-t-H.t.H/t/H0t0H1t1H2t2H3t3H4t4H5t5H6t6H7t7H8t8H9t9H:t:H;t;H<t<H=t=H>t>H?t?H@t@HAtAHBtBHCtCHDtDHEtEHFtFHGtGHHtHHItIHJtJHKtKHLtLHMtMHNtNHOtOHPtPHQtQHRtRHStSHTtTHUtUHVtVHWtWHXtXHYtYHZtZH[t[H\t\H]t]H^t^H_t_H`t`HataHbtbHctcHdtdHeteHftfHgtgHhthHitiHjtjHktkHltlHmtmHntnHotoHptpHqtqHrtrHstsHtttHutuHvtvHwtwHxtxHytyHztzH{t{H|t|H}t}H~t~HtHt ^ RIHtHtHtHtHtHtHtHt ^ R	IHtHtHtHtHt ^ R
IHt ]EP$                  t]! 4       t]EP)                  ]EP*                  EP,                  EP.                  R4       R U u. uF  p ]EP1                  V 4      NK  	  up t] U u. uF  q EP4                  NK  	  up t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R4      t ! R R 4      t ! R! R"4      t ! R# R$4      t ! R% R&4      t ! R' R(4      t ! R) R*4      t ! R+ R,4      tR- tR. tR/ tR0 tR1 tR2 tR3 tR4 t]EPh                  EPk                  R5]]R67      ]EPh                  EPk                  R7]]R67      ]EPh                  EPm                  R84      R9 4       4       4       tR: tR; t]EPh                  EPu                  ]EPv                  EPx                  ^8  R<R=7      R> 4       tR? tR@ tRA tRB tRC tR# u up i u up i )DznTests suite for MaskedArray & subclassing.

:author: Pierre Gerard-Marchant
:contact: pierregm_at_uga_dot_edu
zPierre GF Gerard-MarchantN)reduce)ndarray)asbytes)	AxisError)hMAErrorMaskedArray	MaskErrorMaskTypeabsabsoluteaddallallcloseallequalalltrueangleanomarangearccosarccosharcsinarctanarctan2argsortarrayasarraychooseconcatenate	conjugatecoscoshcountdefault_fill_valuediagdivideempty
empty_likeequalexpfilledfix_invalidflatten_maskflatten_structured_arrayfromflexgetmaskgetmaskarraygreatergreater_equalidentityinnerisMaskedArrayless
less_equalloglog10	make_maskmake_mask_descrmask_ormaskedmasked_arraymasked_equalmasked_greatermasked_greater_equalmasked_insidemasked_lessmasked_less_equalmasked_not_equalmasked_outsidemasked_print_optionmasked_valuesmasked_wheremaxmaximummaximum_fill_valueminminimumminimum_fill_valuemodmultiplymvoidnomask	not_equalones	ones_likeouterpowerproductputputmaskravelrepeatreshaperesizeshapesinsinhsometruesortsqrtsubtractsumtaketantanh	transposewherezeros
zeros_like)assert_assert_almost_equalassert_array_equalassert_equalassert_equal_recordsassert_mask_equalassert_not_equalfail_if_equal)IS_WASMassert_raisesassert_warnssuppress_warningstemppath)requires_memoryzGsetting an item on a masked array which has a shared mask will not copyz?bhilqBHILQefdgFDc                     a  ] tR t^t o 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 tR tR tR tR tR tR tR tR tR t]R 4       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( t,R) t-R* t.]R+ 4       t/R, t0R- t1R. t2R/ t3R0 t4R1 t5R2 t6R3 t7R4 t8R5 t9R6 t:R7 t;R8 t<R9 t=R: t>R; t?R<t@V tAR=# )>TestMaskedArrayc                   \         P                  ! R R R R	\        R,          RRR
RR RR.4      p\         P                  ! . RO4      pRp. ROp. ROp\        WR7      p\        W%R7      p\         P                  ! . RO4      p\        V. ROR7      p	\         P                  ! VRV4      p
VP                  R4       WW4WVWxW3
V n        R# )      ?       @      @      @      $@      @mask@xDN             $r           r   r               r   r   r   r   r   r          r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r         r         ?g?r   r   r   r   )npr   pir=   rk   set_fill_valuedselfxya10m1m2xmymzzmxfs   &          :/usr/lib/python3/dist-packages/numpy/ma/tests/test_core.pysetup_methodTestMaskedArray.setup_method   s    HHb"b#rCxRsBBOPHHJK11!%!%HH&'!,/XXb%#
% 7    c                J   \        . RO4      p\        . RO. ROR7      p\        VP                  ^4       \        VP                  ^4       \        VP                  ^4       \        VP                  ^4       \        VP                  R4       \        VP                  R4       R# )r   r   Nr         r   r   r   r   )r   rq   ndimsizer_   r   abs   &  r   test_basicattributes$TestMaskedArray.test_basicattributes   sl    ))),QVVQQVVQQVVQQVVQQWWd#QWWd#r   c                t   \        ^ 4      p\        \        V4      R4       \        ^ RR7      p\        \        V4      \        \        4      4       \        ^ RR7      p\        \        V4      R4       \	        ^ ^R7      p\        VP                  4       P                  VP                  P                  J 4       R# )r   0Tr   FN)	r=   rq   strrF   r   rn   r)   dtype_datar   r   s   & r   test_basic0dTestMaskedArray.test_basic0d   s    OSVS!&SVS!456'SVS!!!
  AGGMM12r   c           
     j   V P                   w
  rr4rVrxr\        \        V4      '       * 4       \        \        V4      4       \        Wg,
          P                  ^ 4      P	                  4       4       \        VP                  P                  \        4      VP                  P                  \        4      4       VP                  p\        \        P                  ! V4      V4       \        VP                  V4       \        VP                  VP                  4       \        V	P                  VP                  4       \        VP                  \        R V4      4       \        \        V4      \!        V4      \        R V4      ,
          4       \#        Wj4       \#        \        VR4      V
4       \#        W4       R# )r   c                     W,          # N r   r   s   &&r   <lambda>.TestMaskedArray.test_basic1d.<locals>.<lambda>   s    !%r   c                     W,           # r   r   r   s   &&r   r   r      s    aer   r   N)r   rn   r4   r)   anyru   r   astypeintr_   rq   r   r   r   r   r!   lenrp   r   r   r   r   r   r   r   r   r   r   r   ss   &           r   test_basic1dTestMaskedArray.test_basic1d   s   15.srM!$$%b!"  #'')*bggnnS)277>>#+>?GGRXXb\1%RXXq!RXXqww'RXXqww'RWWf%7;<U2YB&1CR*H HI2"6"e,b11!r   c           
     "   V P                   w
  rr4rVrxrR F  pWn        Wn        Wn        Wn        Wn        \        \        V4      '       * 4       \        \        V4      4       \	        \        V4      V4       \	        VP                  V4       \	        VP
                  \        R V4      4       \	        \        V4      \        V4      \        R V4      ,
          4       \	        Wj4       \	        \        VR4      V
4       \	        W4       K  	  R# )   c                     W,          # r   r   r   s   &&r   r   .TestMaskedArray.test_basic2d.<locals>.<lambda>   s    aer   c                     W,           # r   r   r   s   &&r   r   r      s    !%r   r   N)r   r   )   r   )
r   r_   rn   r4   rq   r   r   r!   r   r)   r   s   &           r   test_basic2dTestMaskedArray.test_basic2d   s    15.sr!AGGHHHa(()M"%&rA&1%&);Q"?@rCGf5G.L$LM E*B/ "r   c           
        V P                   w
  rr4rVrxr\        \        P                  ! W34      \        Wg34      4       \        \        P                  ! W34      \        W34      4       \        \        P                  ! W34      \        Wb34      4       \        \        P                  ! WV34      \        WV34      4       R # r   )r   rq   r   r   r   s   &          r   test_concatenate_basic&TestMaskedArray.test_concatenate_basic   s    15.srR^^QF+["-BCR^^QF+[!-@AR^^QF+["-ABR^^Q1I.QAJ0GHr   c           
        V P                   w
  rr4rVrxrRpV;Vn        ;Vn        ;Vn        Vn        \        VP                  \        P
                  ! WK4      4       \        VP                  \        P
                  ! W[4      4       \        Wg3^4      p\        \        P                  ! W3^4      V4       \        \        P                  ! VP                  VP                  3^4      VP                  4       \        ^4      p\        \        ^4      RR.R7      p\        W34      p\        V. RO4       \        VP                  . RO4       \        W!34      p\        V. RO4       \        VP                  . R	O4       R# )
r   FTr   Nr   r   )r   r   r   r   )FFFTr   r   r   r   )FTFF)r   r_   rq   r   r   r]   r   _maskrl   r   rT   rp   )r   r   r   r   r   r   r   r   r   r   r   r   xmyms   &            r   test_concatenate_alongaxis*TestMaskedArray.test_concatenate_alongaxis   s   15.sr2333!'3BHrxRWWbjj/0RWWbjj/0B8Q'R^^QFA.5R^^RWWbgg$6:DJJG!H$q'.1l+166#>?1l+166#>?r   c           
        \        \        \        \        P                  P                  ^
4      \        P                  ! ^
4      4      4      R\        3R\        3.R7      p\        VR,          VR,          .4      p\        W!4       R# )
   r   r   r   :N   N:r   NNN)r=   listzipr   randomrandr   floatr   r   rr   )r   datatests   &  r   test_concatenate_flexible)TestMaskedArray.test_concatenate_flexible  se    DRYY^^B%7%'YYr]"4 5$'<#s"<> DHd2h/0T(r   c                    \        . RO. RO^R7      p\        VP                  R4       \        VP                  . RO.4       \        VP                  . RO.4       R# )r   )r   ndminNr   r   r   r   r   r   r   r   )r   rq   r_   r   r   r   s   & r   test_creation_ndmin#TestMaskedArray.test_creation_ndmin  s>    ))15QWWf%QWWyk*QWWyk*r   c                    \        . RO4      p\        VR&   \        V^\        R7      p\        VP                  VP
                  P                  4       \        VP                  VP
                  P                  4       R# )r   )r   r   Nr   )r   r<   r   rq   r_   r   r   r   xxs   &  r   $test_creation_ndmin_from_maskedarray4TestMaskedArray.test_creation_ndmin_from_maskedarray!  sO    )"1AU+QWWaggmm,RXXrxx~~.r   c                   \        ^\        R7      p\        V. RO&   \        V4      p\	        VP
                  VP
                  4       \        V4      p\	        VP
                  VP
                  4       \        V. RO^,          R7      p\        VP
                  VP
                  4       \        . R	ORR7      p\	        VP                  . R
O4       \        . R	ORR7      p\	        VP                  . RO4       \        . R	OVP                  RR7      p\        \        P                  ! VP
                  VP
                  4      4       \        . R	OVP                  RR7      p\        \        P                  ! VP
                  VP
                  4      '       * 4       \        . R	ORR7      p\	        VP                  . RO4       R# )   r   r   TFr   copyN)r   r      r   r   r   r   r   TTTFFF)r   r   r<   r   rq   r   ru   r   r   rn   r   may_share_memory)r   r   dma_1dma_2dma_3r   r   s   &      r   test_creation_maskcreation*TestMaskedArray.test_creation_maskcreation)  s%   b&!ZD!UZZ+E"UZZ,Eq(89ejj%**-)$'QWW01)%(QWW34)!''6##AFFAFF34)!''5B''778)$'QWW34r   c                @   \         P                  ! \         P                  P                  4       \        P
                  ! \        4      ;_uu_ 4        \         P                  ! R \         P                  P                  .4       RRR4       R#   + '       g   i     R# ; i)r   N)r   r   mar<   pytestwarnsUserWarningr   s   &r   *test_masked_singleton_array_creation_warns:TestMaskedArray.test_masked_singleton_array_creation_warns?  sQ     	\\+&&
 HHb"%%,,'( '&&&s   1BB	c                p   \        \        P                  ! ^4      . ROR7      p\        WRRR1,          34      p\        V. RO. RO.4       \        VP                  . RO. RO.4       \
        Vn        \        WRRR1,          34      p\        V. RO. RO.4       \        VP                  \
        J 4       R# )r   r   Nr   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   )r   r   r   rq   r   rR   r   rn   )r   r   r   s   &  r   'test_creation_with_list_of_maskedarrays7TestMaskedArray.test_creation_with_list_of_maskedarraysJ  s    "))A,_5a4R4\"TO_=>TZZ/?!CDa4R4\"TO_=>		V#$r   c                   \         P                  P                  R R.RR.R7      p\         P                  ! ^4      p\         P                  P	                  W.RR7      p\        VP                  RR.RR..4        ! R R4      p\         P                  P                  V! 4       R.RR.R7      p\        P                  ! \        R	R
7      ;_uu_ 4        \         P                  ! V.\        R7       RRR4       \         P                  P	                  WR.4      p\        VP                  RR.RR..4       R#   + '       g   i     LN; i)r   r   TFr   U21r   c                   &   a  ] tR tRt o R tRtV tR# )UTestMaskedArray.test_creation_with_list_of_maskedarrays_no_bool_cast.<locals>.NotBooli_  c                    \        R 4      h)not a bool!)
ValueErrorr  s   &r   __bool__^TestMaskedArray.test_creation_with_list_of_maskedarrays_no_bool_cast.<locals>.NotBool.__bool__`  s     //r   r   N)__name__
__module____qualname____firstlineno__r  __static_attributes____classdictcell____classdict__s   @r   NotBoolr  _  s     0 0r   r)  r  matchN)r   r  r=   r   r   rp   r   r  raisesr  bool)r   
masked_str
normal_intresr)  
masked_objs   &     r   4test_creation_with_list_of_maskedarrays_no_bool_castDTestMaskedArray.test_creation_with_list_of_maskedarrays_no_bool_castV  s    UU''c
$'G
YYq\
eemmZ4EmB388tUmeU^%DE	0 	0 UU''C(8e}'M
]]:];;JJ
|40 < eemmZ45388tUmeU^%DE	 <;s   D66E	c           
     f    \         P                  ! R
.RRR.RRR.R^ ^./R7      p\        V4       R	# )Anamesf0f1formatsS4i8offsetsr   N)r5  r   r   r   r   s   & r   'test_creation_from_ndarray_with_padding7TestMaskedArray.test_creation_from_ndarray_with_paddingj  s<    HHhZ$(1D$<(1Aq6(; < 	ar   c                    \         P                  ! \        R R7      ;_uu_ 4        \        . RO. ROR7       RRR4       R#   + '       g   i     R# ; i)zunexpected keyword argumentr*  )maksNr   r   r   r   )r  r,  	TypeErrorr   r  s   &r   test_unknown_keyword_parameter.TestMaskedArray.test_unknown_keyword_parameterp  s.    ]]9,IJJ		2 KJJJs   AA	c           
     \   V P                   w
  rr4rVrxrRVn        RVn        \        V4      p\	        VP
                  VP
                  4       \	        VP                  VP                  4       \	        VP                  VP                  4       \	        VP                  VP                  4       R# )'  TN)r   
fill_value	_hardmaskr   rq   r   r   )r   r   r   r   r   r   r   r   r   r   r   xmms   &           r   test_asarrayTestMaskedArray.test_asarrayt  su    15.srbkSYY)SYY)S^^R]]3S]]BLL1r   c                    \         P                  ! ^4      P                  p\        VP                  P
                  '       * 4       \        V4      p\        VP                  P
                  4       R# )r   Nr   eyeTrn   flagsc_contiguousr   r   mnew_ms   &  r   test_asarray_default_order*TestMaskedArray.test_asarray_default_order~  sC    FF1IKKAGG((()
(()r   c                    \         P                  ! ^4      P                  p\        VP                  P
                  '       * 4       \        VRR7      p\        VP                  P
                  4       R# )r   CorderNrO  rT  s   &  r   test_asarray_enforce_order*TestMaskedArray.test_asarray_enforce_order  sF    FF1IKKAGG((()%(()r   c                J   \         P                  ! R R7      ;_uu_ 4        \        \         P                  RR.. ROR7      p\	        V4      p\        VP                  VP                  RR.4       \        VP                  . RO4       RRR4       R#   + '       g   i     R# ; i)ignoreinvalidr   r   r   Nr   r   r   )r   r   r   )	r   errstater=   nanr*   rq   r   rI  r   )r   r   
data_fixeds   &  r   test_fix_invalid TestMaskedArray.test_fix_invalid  sl    [[**R 0yAD$T*J))DOOR+DE))<8	 +***s   A'BB"	c                    \        ^4      p\        V^&   \        \        \        4      R8H  4       \        V^,          \        J 4       \	        \        V^,          ^ 4      ^ 4       R# )r   --N)r   r<   rn   r   rq   r)   r   s   & r   test_maskedelement"TestMaskedArray.test_maskedelement  sI    1I!Ft#$!VAaD!_a(r   c                    \        ^\        R7      pRpW!^ &   \        V^ ,          V4       \        V^ ,          VJ 4       ^ RIpVP                  P                  4       pWA^ &   \        V^ ,          VJ 4       R# )r   r   Nr   r   r   r   r   )r%   objectrq   rn   datetimenow)r   r   r   rp  dts   &    r   test_set_element_as_object*TestMaskedArray.test_set_element_as_object  sf    !6"!QqT1!	""$!!
r   c           	        \         P                  ! . RO4      p\        V. ROR7      p\        V. ROR7      p\        V4      p\        V4       \        V4       \	        \         P
                  ! V4      \        VRR7      4       \        \        V^,          4      \        V^,          4      J 4       \        V^,          V^,          8H  4       \        V^ ,          \        J 4       \	        V^,          V^,          4       \	        VR,          VR,          4       \	        VR,          VR,          4       \	        VR,          VR,          4       ^	V^&   ^	V^&   \	        W4       ^cVR&   ^cVR&   \	        W4       \        V^&   \	        W4       \        VR&   \	        W4       WR&   \        V^&   \        \        \        V4      \        . RO4      4      4       \        . RO. RO4      VR&   \        \        \        V4      \        . RO4      4      4       \        . RO. RO4      VR&   \        \        \        V4      \        . RO4      4      4       \        \        V\        . RO4      4      4       \         P                  ! ^4      R,          p\        VR	4      p\	        W4       \        \        \        . RO\        4      VP                  4      4       \	        R	VP                   4       \        . RO\"        4      p\         P                  ! . RO\"        4      pV^,          pV^,          p\	        \        V4      \        4       \	        \        V4      \        4       \	        WV4       \        VR
,          P$                  R8H  4       R# )r   r   Fendwith:r   r   NNNNr   NN:r   r   Nr   r   :r   r   NN)r   r   r   r   r  r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   )r   hellor   r   r   )r   r   r   reprrq   rc   rn   typer<   r   r.   r=   r   rG   r	   r   rI  ro  r_   )r   x1x2x3x4s1s2s   &      r   test_indexingTestMaskedArray.test_indexing  sz   XXl#2L)2L)2YBRRWWR[$r5"9:RUtBqE{*+1A1 RUBqE"RWbg&RUBqE"RVRV$11R33R1R3R11eL&9:;\<81eL&9:;\<81eL&9:;U<012YYq\C2s#R9277CDS"--(%v.XX(&1UUT"Xs#T"Xs#R3%&r   c                   \         P                  P                  ^<4      P                  R4      p\	        ^^^4      ^^.3p\         P                  P                  R4      p\         P                  VP                  R&   W1V&   \         P                  P                  VR&   \         P                  P                  R\         P                  R7      p\         P                  P                  . RO. R	OR7      pW1R&   W1. R
O&   R# )<   .r   r   r   N)r   r   r   r   )gCD pr   r   TFFr   r   r   )r   r  r   r]   slice
masked_allinfr   r<   float32r   )r   r   indexvalues   &   r   test_setitem_no_warning'TestMaskedArray.test_setitem_no_warning  s    
 EELL$$W-q!Q!Q(  (66C%#EELL2::L.M0DE#)r   c                d   . ROp\        V4      p\        V4      p\        W#J 4       \        VRR7      p\        W$J4       \        P                  ! ^4      p\	        WRR7      p\        VP                  P                  VP                  4       \        \        WVP                  4      4       \        VP                  P                  VP                  4       \	        V4      p\        VP                  P                  VP                  P                  8H  4       \        VP                  P                  VP                  P                  8H  4       \	        WTR7      p\        VP                  P                  VP                  8H  4       \        VP                  P                  VP                  8H  4       \        V^,          \        J 4       ^	V^&   \        V^,          \        J4       \        VP                  P                  VP                  8H  4       \        \        VP                  ^ 4      4       \	        WR^R7      p	\        V	P                  P                  VP                  8g  4       \        V	P                  P                  VP                  8g  4       \        V	^,          \        J 4       ^	V	^&   \        V	^,          \        J4       \        V	P                  P                  VP                  8g  4       \        \        V	P                  ^ 4      4       \	        VR,          VR7      p
\        \        V
4      P                  VR,          P                  J 4       \        ^4      p\        V^&   \        VR	4      p\        \!        W.4      V4       \        \#        V4      . R
O4       \%        VR^ R7      p\        V. RO4       \%        V^^ R7      p\        W4       VP%                  R^ R7      p\        W4       VP%                  ^^ 4      p\        VV4       VP'                  4       p\        VP                  VP                  4       \        VP                  VP                  4       \)        . RO. ROR7      p\)        V4      p\        VP                  P*                  P                  VP                  P*                  P                  4       \        VP                  P*                  P                  VP                  P*                  P                  4       \)        VRR7      p\-        VP                  P*                  P                  VP                  P*                  P                  4       \-        VP                  P*                  P                  VP                  P*                  P                  4       R# )r   Tr   r   r   r   axisNr   r   r   r   r   )   )r   r   r   r   r   r   r   r   )r   r   r   r   )r   r   r   r   r   r   r   r   r   rB  )r9   rn   r   r   r   rq   r   __array_interface__r   r   r   r<   r   r)   r   r^   r   r.   r\   r   r=   ctypesrt   )r   nrU  r   m3r  y1y1ay2y2ay3r  y4y5y6y7y8y9r   r   s   &                   r   	test_copyTestMaskedArray.test_copy  s    aLq\qt$YYq\2RXX1123I3IJWW%&RXX1113H3HIBi		--445 	6		--445 	6 2,,0F0FFG,,0F0FFG1 11V#$,,0F0FFG!$%BQ'		--1G1GGH		--1F1FFGA& !AAf$%		--1F1FFG1%&28!$r
  R#X$4$445AY1B["*B/WR[":;B1-R12B"RYY|!Y,RYYq!_RWWYRXXrxx(RXXrxx(3OQWW^^((!''..*=*=>QWW^^((!''..*=*=>&,,aggnn.A.AB,,aggnn.A.ABr   c                    \         P                  P                  ^+RR7      pVP                  4       p\	        VP
                  R4       R# )+   Tr   N)r   r  r   r   rq   r   )r   r   xcs   &  r   test_copy_0dTestMaskedArray.test_copy_0d8  s1    EEKKK&VVXRWWd#r   c                    \        \        \        P                  P	                  . RO4      4      4       \        \        \        P                  P	                  R4      4      4       R# )r   Nr   )rn   r4   r   r  r   r  s   &r   test_copy_on_python_builtins,TestMaskedArray.test_copy_on_python_builtins>  s6    beejj345beejj345r   c                    \         P                  P                  . RO4      p\         P                  P                  . RO4      pVP                  pVP                   \	        V! 4       . RO4       R# )r   Nr   r   r   r   )r   r  r   r   rq   )r   r   r   a_copy_methods   &   r   test_copy_immutable#TestMaskedArray.test_copy_immutableC  sB    EEKK	"EEKK	"	]_i0r   c                    ^ RI Hp \        . RO. ROR7      pV! V4      p\        VP                  VP                  4       \        \        VP                  4      \        VP                  4      4       ^V^&   \        VP                  . RO4       \        VP                  . RO4       V! V4      p\        VP                  VP                  4       RVP                  ^&   \        VP                  . RO4       \        VP                  . RO4       R# )	r   )deepcopyFr   Nr  FTFr   r   r   rB  )r   r  r   rq   r   rt   idr   )r   r  r   copieds   &   r   test_deepcopyTestMaskedArray.test_deepcopyK  s    !)"67!V[[!&&)AGGb&67q	V[[),QVVY'!V[[!&&)AV[[),QVVY'r   c                V   \        . RO. ROR7      p\        \        V4      R4       \        \        \        4      R4       \        \        \        R4      R4       \	        \
        4      ;_uu_ 4        \        \        R4      pRRR4       \        XR4       R#   + '       g   i     L; i)	r   r   [0 -- 2]rj   z >5Nr  r  )r   rq   formatr<   rx   FutureWarning)r   r   with_format_strings   &  r   test_formatTestMaskedArray.test_format\  so    )"67VAY
+VF^T*VFB'. -((!'!6 )'. )(s   1BB(	c           	     $   \        . RO. ROR7      p\        \        V4      R4       \        \        V4      \        P
                  ! R4      4       \        P                  P                  R4      p\        P                  P                  VR&   \        \        V4      \        P
                  ! R4      4       \        P                  P                  ^4      p\        \        V4      \        P
                  ! R4      4       \        . RO. RO.\        P                  R7      p\        P                  P                  VR&   \        \        V4      \        P
                  ! R	\        P                   ! R
4      R,          : R24      4       \        \        VR,          4      \        P
                  ! R\        P                   ! R
4      R,          : R24      4       \        \        VP                  \        4      4      \        P
                  ! R4      4       R# )r   r   r  z            masked_array(data=[0, --, 2],
                         mask=[False,  True, False],
                   fill_value=999999)  r   2   Nz            masked_array(data=[0, --, --, ..., 1997, 1998, 1999],
                         mask=[False,  True,  True, ..., False, False, False],
                   fill_value=999999)z            masked_array(data=[ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13,
                               14, 15, 16, 17, 18, 19],
                         mask=False,
                   fill_value=999999)r   z            masked_array(
              data=[[1, 2, 3],
                    [4, --, 6]],
              mask=[[False, False, False],
                    [False,  True, False]],
              fill_value=?B z,
              dtype=int8):Nr   Nz            masked_array(data=[[1, 2, 3]],
                         mask=[[False, False, False]],
                   fill_value=z%,
                        dtype=int8)z            masked_array(
              data=[[1, 2, 3],
                    [4, --, 6]],
              mask=[[False, False, False],
                    [False,  True, False]],
              fill_value=999999)Nr  r  r   r  r   r   r   )r   rq   r   r  textwrapdedentr   r  r   r<   int8r   r   r   r   s   & r   test_str_reprTestMaskedArray.test_str_reprk  s   )"67SVZ(GOO ) *	
 EELL%%,,$GOO ) *	
 EELLGOO ) *	
 9i(8%%,,$GOO ! ((6*2.1 2 
	
 	2KOO !  "xx/36 7$' (	
 	#OO $ %		
r   c                   \         P                  ! 4       p\         P                  ! R R7        \        . R	O. R
OR7      p\	        \        V4      R4       \	        \        V4      R4       \         P                  P                  R4      p\         P                  P                  VR&   \	        \        V4      R4       \         P                  ! R/ VB  R#   \         P                  ! R/ TB  i ; i)z1.13)legacyr   r  zcmasked_array(data = [0 -- 2],
             mask = [False  True False],
       fill_value = 999999)
r  r  zmasked_array(data = [0 -- -- ..., 1997 1998 1999],
             mask = [False  True  True ..., False False False],
       fill_value = 999999)
Nr  r  r   )
r   get_printoptionsset_printoptionsr   rq   r   r  r  r   r<   )r   oldoptsr   s   &  r   test_str_repr_legacy$TestMaskedArray.test_str_repr_legacy  s    %%'
6*	+i&:;AQ,a #B C T"AeellAdGQ0 *'*B*'*s   BC C*c                    R p\        V4      p\        P                  P                  V4      p\        P                  P                  VRR7      p\	        V! V4      V4       \	        V! V4      R4       R# )u   caféTr   rj  N)r  r   r  r   rq   )r   uutype
arr_nomask
arr_maskeds   &    r   test_0d_unicodeTestMaskedArray.test_0d_unicode  sU    QUU[[^
UU[[[.
U:&*U:&-r   c           
        \         \        \        \        3 EF(  p\	        ^
4      P                  V4      pRVn        . RORR3p\        ^\        P                  ^,           4       F  pV F  pWRn
        \        P                  ! \        P                  ! W$R7      4      p\        VP                  VP                  4       \        VP                  VP                  4       V\        \         39   d   \        VP                  R4       M\        VP                  V! R4      4       \!        VP                  V4       K  	  K  	  EK+  	  R# )r     TFprotocolN)
r   r   r   r   r   r   r   r   r   r   )r   r   r   ro  r   r   rI  rangepickleHIGHEST_PROTOCOLr   loadsdumpsrq   r   r   rp   )r   r   r   masksprotor   	a_pickleds   &      r   test_picklingTestMaskedArray.test_pickling  s    5#v.Er
!!%(AAL3E q&"9"9A"=>!D!F &V\\!-L MI !'': !'':-$Y%9%93?$Y%9%95:F&y~~t< " ? /r   c                   \         P                  ! RR.R\        3R\        3.R7      P	                  \         P
                  4      p\        VR	R
.R7      p\        ^\        P                  ^,           4       F  p\        P                  ! \        P                  ! W#R7      4      p\        VP                  VP                  4       \        WB4       \        \        VP                   \         P
                  4      4       K  	  R# )r   r   r   r   r   r  N)r   r   )r   r   TFFT)r   r   r   r   viewrecarrayr=   r  r  r  r  r  rq   r   rn   
isinstancer   )r   r   r   r  r  s   &    r   test_pickling_subbaseclass*TestMaskedArray.test_pickling_subbaseclass  s    HHh) %L3*577;tBKK7H 	
-!?@1f559:EV\\!%DEI!''2&Jy<=	 ;r   c                   \         P                  P                  p\        ^\        P
                  ^,           4       F  p\        P                  ! \        P                  ! WR7      4      p\        VP                  VP                  4       \        VP                  VP                  4       \        VP                  VP                  4       K  	  R# )r   r  N)r   r  r<   r  r  r  r  r  rq   
_baseclassr   r   )r   mcr  
mc_pickleds   &   r   test_pickling_maskedconstant,TestMaskedArray.test_pickling_maskedconstant  s~    UU\\1f559:Efll2&FGJ..>))2884))2884	 ;r   c                B   \        RR.RR	.R\        3R\        3.R7      p\        ^\        P
                  ^,           4       FY  p\        P                  ! \        P                  ! WR7      4      p\        VP                  VP                  4       \        W14       K[  	  R# )
r   r   r   r   r   r  Nr   r   r   r   r   r   r   r   )
r   r   r   r  r  r  r  r  rq   r   )r   r   r  r  s   &   r   test_pickling_wstructured)TestMaskedArray.test_pickling_wstructured  sw    7G$FF+;sc5\241f559:EV\\!%DEI!''2& ;r   c                    \        ^
4      pRVn        VP                  p\        ^\        P
                  ^,           4       F9  p\        P                  ! \        P                  ! W#R7      4      p\        WB4       K;  	  R# )r   r  N)r   r   )	r   r_   rQ  r  r  r  r  r  rq   )r   r   r   r  r   s   &    r   test_pickling_keepalignment+TestMaskedArray.test_pickling_keepalignment  sV    2JCC1f559:E<<Q ?@D! ;r   c                    \        . RO4      p\        . RO. ROR7      p\        V^ ,          P                  R4       \        V^ ,          P                  R4       \        V^,          P                  R4       R# )r   r   Nr   r   r   )r   rq   r_   r   s   &  r   test_single_element_subscript-TestMaskedArray.test_single_element_subscript  sN    ))),QqTZZ$QqTZZ$QqTZZ$r   c                  a \        ^\        \        ^4      4      4       \        R\        \        ^4      4      4       \        ^\        \        ^...4      4      4       \        R\        \        ^..4      4      4       \	        \
        \        \        ^^.4      4       \        4       ;_uu_ 4       pVP                  \        R4       \        \        P                  ! \        \        ^.^.R7      4      4      4       \        . RO. R	OR7      o\	        \
        V3R l4       \        \        SR
,          4      R4       \        \        P                  ! \        S^ ,          4      4      4       RRR4       \	        \
        \        S4       \        \        SR
,          4      ^4       \	        \        V3R l4       R#   + '       g   i     LW; i)r   r   z$Warning: converting a masked elementr   c                     < \        S 4      # r   )r   r   s   r   r   /TestMaskedArray.test_topython.<locals>.<lambda>!  s	    U1Xr   r   Nc                  (   < \        S ^ ,          4      # r~  )r   r  s   r   r   r  &  s    s1Q4yr   r   r   r   )rq   r   r   r   rw   rC  ry   filterr  rn   r   isnanr   r   supr   s   & @r   test_topythonTestMaskedArray.test_topython  s!   QE!H&S%a/*QEQC5'N+,S%se-.iq!f6  CJJ{$JKBHHU5!A3#789:ii0A)%56qur*BHHU1Q4[)* ! 	ia(S2Z#g01 ! s   1B<F<<G	c           	     6   \        ^4      pVP                  ^^4      p^VP                  ^&   \        VR,          ^8H  4       VRV,          ,           p\	        VP
                  V4       \	        VP                  ^
V,          4       \	        V\        V4      ,          P
                  ^eV,          V,          4       RVP                  R&   \        ^
4      p\        V^&   \        \        V^,          4      \        \        4      8H  4       V^8  p\        \        \        V\        \        4      4      ^ 8H  4       \        \        \        V\        \        4      4      VP                  8H  4       \        W14      p\        VP                  VP                  J 4       \        V^,          \        J 4       \        V^,          \        J4       \        V^,          \        J4       \        V^,          \        J 4       \        V^	,          \        J 4       \	        W4       R# )   y              $@r   .Nr   r   )r   r]   flatrn   rq   realimagr   r<   r   r!   rk   r_   rH   r   )r   r   r   cs   &   r   test_oddfeatures_1"TestMaskedArray.test_oddfeatures_1(  sy   2JIIaOq	$2aKQVVQQVVR!V$a)A,&,,cAgk:s2J!AaD	S[()FeAvv./145eAvv./177:;177"#!!F"#!F"#!!Qr   c                Z   \        . RO4      p\        . RO4      p\        V^&   \        W!V) 4      p\        V. RO4       \        V^ &   \        W!V) 4      p\        V. RO4       \	        V^ ,          \        J 4       \	        V^,          \        J4       \	        V^,          \        J 4       R# )r   Nr   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r<   rk   rq   rn   r   r   r  r   s   &   r   test_oddfeatures_2"TestMaskedArray.test_oddfeatures_2D  s    &'/"!!OQ-.!!OQ-.!!F"#!r   c                    \        ^
.RR7      p\        ^.4      pVP                  pW#,          W&   \        V^.4       R# )r   Tr   N)r   r   rq   )r   atestbtestidxs   &   r   test_oddfeatures_3"TestMaskedArray.test_oddfeatures_3R  s;     rd&rdjjZ
URD!r   c                    \         P                  P                  ^RR7      p\        VP	                  R4      ^ ,          R4       R# )r   Or   r   N)r   r  r  rq   r)   r  s   & r   test_filled_with_object_dtype-TestMaskedArray.test_filled_with_object_dtype[  s2    EEQc*QXXc]1%s+r   c           
        \        R.R\        3RR\        3.R7      p\        V^ &   \	        VP                  4       \        P                   ! \        ^ 4      \        R4      \        R4      3.VP                  R7      4       \        V^ &   \	        VP                  ^4      \        P                   ! R	.VP                  R7      4       R# )
r   ifr   r   r   Nr   r   r   r   |S8)r   1r   )	r   r   r   r<   rq   r)   r   r"   r   )r   flexis   & r   test_filled_with_flexible_dtype/TestMaskedArray.test_filled_with_flexible_dtype_  s    yk!3ZU|DFaU\\^XX 21 5 23 7 22 6 9 :AFN	O aU\\!_XX|nEKK@	Br   c                D   R \         3R\        3.p\        RR.VR7      pVP                  4       p\	        \        V4      ^\        R4      34       VP                  R4      p\	        \        V4      R4       R	Vn        \	        \        VP                  4       4      R
4       R# )r   r   r  r   Nr   r   r  r   r   )r   r   rB  )r   rB  )r   r   rQ   r)   rq   tupler"   rI  )r   ndtyper   r   s   &   r   test_filled_with_mvoid&TestMaskedArray.test_filled_with_mvoidl  s    *sEl+'7xxzU4[1&8&<"=>xx!U4['*#U188:&	2r   c                   R \         3RR\         3R\         3.3.p\        RR	.R
R.VR7      pVP                  ^ 4      p\        P                  ! RR.VR7      p\	        W44       VR,          P                  ^ 4      p\        P                  ! RR.VR,          P
                  R7      p\	        W44       \        P                  P                  ^\        P
                  ! R.4      4      p\	        VP                  P
                  \        P
                  ! R RR.R3.4      4       \	        VP                  P
                  \        P
                  ! R RR.R3.4      4       R# )r5  BBABBr  r   Nr   r  r  r   r  r   r  r  r   r  r   r  r   r   )r   rP  )r5  z(2,2)i1,(2,2)i1r  )r7  i1r  )r8  rQ  r  )r7  ?r  )r8  rR  r  )r   r   r)   r   rq   r   numpyr  rl   r   r   )r   rD  r   r   controlZs   &     r   test_filled_with_nested_dtype-TestMaskedArray.test_filled_with_nested_dtypez  s9   *sdC[4+$>?@;,#[1Axx{((K5VDT#v}}Q((FF+1S6<<@T# HHNN1ekk+K*LMNQVV\\5;;7K*>7@AG1I 0J $K 	LQVV\\5;;7J*=7?@F1H 0I $J 	Kr   c                   \        \        P                   ! RR.RR7      \        P                   ! RR	.RR7      RR7      p\        VP                  R,          4       \        VP	                  ^ 4      P                  R,          4       R# )
r   Fr[  )r   r\  F_CONTIGUOUSNr  r  rc  r   )r   r   rn   rR  r)   r  s   & r   test_filled_with_f_order(TestMaskedArray.test_filled_with_f_order  sb    "((Iy1=xxI 6cB 	'(!!.12r   c                    \        . RO\        R7      pRVP                  R&   VP                  4       p\	        VP                  R,          R4       RVP                  R&   \	        VP                  R,          R4       R# )r   r   ???infoz!!!Nr   )r   r   _optinfor   rq   r   r   r   s   &  r   test_optinfo_propagation(TestMaskedArray.test_optinfo_propagation  s[    +U+"

6FFHQZZ'/"

6QZZ'/r   c                   \        . RO4      pRVP                  R&   \        VP                  R,          V^8H  P                  R,          4       \        VP                  R,          V^8g  P                  R,          4       \        VP                  R,          V^8  P                  R,          4       \        VP                  R,          V^8  P                  R,          4       \        VP                  R,          V^8*  P                  R,          4       \        VP                  R,          V^,           P                  R,          4       \        VP                  R,          V^,
          P                  R,          4       \        VP                  R,          V^,          P                  R,          4       \        VP                  R,          V^,          P                  R,          4       \        VP                  R,          VR,          P                  R,          4       \        VP                  R,          V. RO,          P                  R,          4       \        VP                  R,          \        P                  ! V4      P                  R,          4       \        VP                  R,          \        P
                  ! V4      P                  R,          4       \        VP                  R,          \        VRR7      P                  R,          4       \        VP                  R,          \        P                  ! V4      P                  R,          4       R# )	r   r  key:Nr   NTr  N)r   r   r   r   )r   r   r   )r   r`  rq   r   r(   r
   rm   r  s   & r    test_optinfo_forward_propagation0TestMaskedArray.test_optinfo_forward_propagation  s&   ,#

5QZZ&a(9(9%(@AQZZ&a(9(9%(@AQZZ&Q(8(8(?@QZZ&a(9(9%(@AQZZ&a(9(9%(@AQZZ&Q(8(8(?@QZZ&Q(8(8(?@QZZ&Q(8(8(?@QZZ&Q(8(8(?@QZZ&"u(=>QZZ&)(=(=e(DEQZZ&q	(:(:5(ABQZZ&q	(:(:5(ABQZZ&ad(;(D(DU(KLQZZ&a(8(A(A%(HIr   c                "   \         P                  ! R \        3RR\        3R\        3.3.4      p\	        RR.RR.VR7      pRp\        \        V4      V4       \        ^ . RO. RO.R3R. RO. RO.R3RR	7      pR
p\        \        V4      V4       R# )r   r   tr   r  z[(--, (2, --)) (4, (--, 6.0))]r   Fint, (2,3)float, floatr   r   r   z)(0, [[--, 0.0, --], [0.0, 0.0, --]], 0.0)N)r   )r   r   )r   )r         @rO  rM  )r   r   r   )TFTFFT)r   r   r   r   r   rq   r   r=   )r   
fancydtyper   rT  t_2d0s   &    r   test_fancy_printoptions'TestMaskedArray.test_fancy_printoptions  s    XXSzC3*sEl1K+LMN
m]3&4%' 3SY( 1'6'8#&#( $)+>+?+A#(#* $<= >SZ)r   c                b   R \         3R\        3.p\        P                  ! R	R
.VR7      p\	        V4      p\        P                  ! RR.RR..\        R7      p\        W44       \        VP                  VP                  4       \        R	R
.RR.VR7      p\	        V4      p\        RR.RR..^ ^.^^ ..\        R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       R \         3RR\         3R\        3.3.p\        RR.RR.VR7      p\	        V4      p\        . RO. RO.. RO. RO.\        R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       R \         3R\        3.p\        P                  ! R	.R
..VR7      p\	        V4      p\        P                  ! RR..RR...\        R7      p\        W44       \        VP                  VP                  4       R# )r   r   r   r   r   r  babbNr  r  r  r  )r   )r   皙?)r   )r   皙@rM  rO  )r   r   ru  )r   r   rv  rB  r   )r   r   r   r   r,   rq   r   r   )r   rD  r   r   rT  s   &    r   test_flatten_structured_array-TestMaskedArray.test_flatten_structured_array  s    *sEl+HHff%V4'*((RHr2h/u=T#TZZ/66"&&)9H'*"bB8, !fq!f-U<T#TZZ/TYY-*sdC[4-$@AB=-0#[1A'*6'35BT#TZZ/TYY-*sEl+HHvj6*-V<'*((b"XLB8,7uET#TZZ/r   c                   R \         3R\         3.p\        P                  ! R.VR7      ^ ,          p\        V4      p\	        \        V\        4      4       \        R.R.VR7      ^ ,          p\	        \        V\        4      4       \        RR.RR.VR7      p\        VP                  ^ ,          VP                  ^ ,          4      p\	        \        V\        4      4       R# )r   r   r   r  Nr   r   r  r  )	r   r   r   rQ   rn   r  r=   r   r   )r   rD  r   r6  s   &   r   test_void0dTestMaskedArray.test_void0d  s    *sCj)HHgYf-a0!H
1e$%&?B
1e$%&&)0@O!''!*aggaj)
1e$%r   c           	        R \         3R\         3.p\        R	R
.RR.VR7      pV^ ,          p\        \        V\        4      4       \        V^ ,          VR ,          3R4       \        VR,          ^4       V^,          p\        \        V\        4      4       \        V^ ,          \        J 4       \        VR ,          \        J 4       \        V^,          ^4       \        ^ ^.3.RR.3.R.R7      p\        V^ ,          R,          VR,          ^ ,          4       \        V^ ,          R,          \        ^ ^.RR.RR7      4       R# )r   r   r  TFr5  >i2rk  Nrz  r   r  r  r  )r5  r~  r   )r   r=   rn   r  rQ   rq   r<   )r   rD  r   r6  r5  s   &    r   test_mvoid_getitem"TestMaskedArray.test_mvoid_getitem  s!   *sCj)'6*&&1A%' aD
1e$%adAcF^V,QsVQaD
1e$%!#& !QqT1 Ayk!%u/0 235 	QqT#Y#q	*QqT#Y1a&#Um5!: 	;r   c                    R \         3R\         3.p\        RR.RR.VR7      p\        \        V^ ,          4      ^^.4       \        \        V^,          4      \        ^.4       R# )r   r   r  Nrz  r   r  r  )r   r=   rq   r   r<   )r   rD  r   s   &  r   test_mvoid_iterTestMaskedArray.test_mvoid_iter  s]    *sCj)'6*&&1A%' 	T!A$Z!Q(T!A$Z&!-r   c                   \        R	R
.R\        3R\        3.R7      p\        \        V^ ,          4      R4       \        VR,          ^ &   \
        P                  p\
        P                  ! R4        \        \        V^ ,          4      R4       \        \        V^ ,          4      R4       \
        P                  ! V4       \        RR.R.R7      p\        \        V^ ,          4      R4       R#   \
        P                  ! T4       i ; i)r   r   r   r   z(1, 1)z-X-z(1, -X-)z(1,)Nr  r  r   r  )r   r1  )	r   r   rq   r   r<   rF   _displayset_displayr  )r   mxini_displays   &  r   test_mvoid_print TestMaskedArray.test_mvoid_print  s    FF#S#Jc
+CDSAZ*3
)22''.	9RUZ0bej1++K8 D$<
|4SAZ(	  ++K8s   18C- -Dc                j   \        . RO3.. RO3.. RO3R.R7      p\        \        V^ ,          4      R8H  4       \        \        V^ ,          4      R8H  4       \        ^^.^^..3.RR.RR..3.R.R7      p\        \        V^ ,          4      R8H  4       \        \        V^ ,          4      R8H  4       \        R.R.RR.R7      p\        \        V^ ,          4      R8H  4       \        \        V^ ,          4      R8H  4       \        ^^.^^..^3.RR.RR..R3.RR\        3.R7      p\        \        V^ ,          4      R	8H  4       \        \        V^ ,          4      R	8H  4       \        R.R.RR.R7      p\        \        V^ ,          4      R
8H  4       \        \        V^ ,          4      R
8H  4       R# )r   FT)r   r   rI  r   z([1, --, 3],)rk  z([[1, --], [--, 4]],)r   z(--, 2)z([[1, --], [--, 4]], 1.0)z(--, (--, 1))Nr   r  )r  r  r  )r   <i4r   )r   r  r  rz  r  )r   r  )r   r  rK  )Tr  )r   i4,i4)r=   rn   r   r  r   )r   t_mat_2dt_0dt_nes   &    r   test_mvoid_multidim_print)TestMaskedArray.test_mvoid_multidim_print+  s    9,#7"9!:(@'B#5"68 	DG/0T!W01 QFQF#3"5!6%*DMD%=#A"C!D#7"8: 	DG 778T!W!889&"/#/">@ 	DG	)*T!W*+QFQF#3Q"7!8%*DMD%=#A5"I!J#7#u"FH 	DG ;;<T!W!<<=+"7!8#/"@B 	DG/0T!W01r   c                   \        R .R.R7      p\        R R.4      p\        W.RR.\        R7      p\        V^ ,          VJ 4       \        V^,          VJ4       \        \        P                  ! V^,          P
                  VP
                  8H  4      4       \        \        P                  ! V^,          P                  4      4       RV^,          P
                  ^ &   \        V^ ,          R8H  4       R# )r   Tr   r   Fr  r   N)r=   ro  rn   r   r   r   r   )r   mx1mx2r  s   &   r   test_object_with_array&TestMaskedArray.test_object_with_arrayO  s    B4tf-B8$3*E4=G11S !r!uzzSXX-./r!uzz"#1

1A"r   c           	     2   \        . RO. ROR7      p\        RR7      ;_uu_ 4       p\        P                  ! \        4      ;_uu_ 4        \
        P                  ! W!4       RRR4       RRR4       R#   + '       g   i     L; i  + '       g   i     R# ; i)r   r   z.npy)suffixNr   r  )r=   rz   r  r,  NotImplementedErrorr   save)r   r   paths   &  r   2test_maskedarray_tofile_raises_notimplementederrorBTestMaskedArray.test_maskedarray_tofile_raises_notimplementederror[  sZ    )*>? V$$233! 4 %$33 %$$s#   #B	A2	 B2B=BB	r   N)Br!  r"  r#  r$  r   r   r   r   r   r   r   r   r   r   r  r  r  r2  r>  rD  rL  rW  r]  rg  rk  rs  r  r   suppress_copy_mask_on_assignmentr  r  r  r  r  r  r  r  r  r  r  r  r  r	  r  r  r   r(  r.  r2  r<  rE  rV  r[  rb  rf  rp  rw  r{  r  r  r  r  r  r  r%  r&  r'  s   @r   r}   r}      s_    8	$	3"$ (I@*)+/5,	)
%F(32**9)0'd$ &FC &FCP$6
1("/D
L+*.=,	>5'"%2(8  &" &",B3K(30J&*(!0F&;2.)""2H
" "r   r}   c            
         a  ] tR tRt o 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 tR tR tR tR tR tR t]P4                  P7                  RR4      ]P4                  P7                  R. RFO. RGO. RHO.4      ]P4                  P7                  RRRI.4      R 4       4       4       t]P4                  P7                  RRR.4      R  4       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+]P4                  P7                  R/R0R1.4      ]P4                  P7                  R2RR3.4      R4 4       4       t,]P4                  P7                  R/R0R1.4      ]P4                  P7                  R2RR3.4      R5 4       4       t-]P4                  P7                  R6].]/R77      ]P4                  P7                  R8].]/R77      ]P4                  P7                  R2R^.4      R9 4       4       4       t0]P4                  P7                  R:]1Pd                  ]1Pf                  .4      R; 4       t4]P4                  P7                  R:]1Pd                  ]1Pj                  .4      R< 4       t6]P4                  P7                  R6].]/R77      ]P4                  P7                  R8].]/R77      ]P4                  P7                  R2R^.4      R= 4       4       4       t7]P4                  P7                  R6].]/R77      ]P4                  P7                  R8].]/R77      ]P4                  P7                  R2R^.4      ]P4                  P7                  R:]1Pp                  ]1Pf                  ]1Pr                  ]1Pj                  .4      R> 4       4       4       4       t:]P4                  P7                  R:]1Pp                  ]1Pf                  ]1Pr                  ]1Pj                  .4      ]P4                  P7                  R2RR?.4      R@ 4       4       t;RA t<RB t=RC t>RD t?REt@V tAR# )JTestMaskedArrayArithmeticid  c                   \         P                  ! R R R R\        R,          RRRRR RR.4      p\         P                  ! . RO4      pRp. ROp. ROp\        WR7      p\        W%R7      p\         P                  ! . RO4      p\        V. ROR7      p	\         P                  ! VRV4      p
VP                  R4       WW4WVWxW3
V n        \         P                  ! 4       V n        \         P                  ! RRR	7       R
# )r   r   r   r   r   r   r   r   r`  r$   rb  Nr   r   r   r   r   r   r   )
r   r   r   r=   rk   r   r   geterr
err_statusseterrr   s   &          r   r   &TestMaskedArrayArithmetic.setup_methodg  s    HHb"b#rCxRsBBOPHHJK11!%!%HH&'!,/XXb%#
% 7))+
		84r   c                F    \         P                  ! R/ V P                  B  R # Nr   r   r  r  r  s   &r   teardown_method)TestMaskedArrayArithmetic.teardown_methodx      
		$DOO$r   c           
         V P                   w
  rr4rVrxr\        ^^.^ ^..4      p\        V^ ^ .^^ ..4      p\        W,          W,          4       \        W,           W,           4       \        W,
          W,
          4       R EF  pVP	                  V4      pVP	                  V4      pVP	                  V4      pVP	                  V4      pV
P	                  V4      p
\        V) V) 4       \        W,           Wg,           4       \        W,
          Wg,
          4       \        W,          Wg,          4       \        W,          Wg,          4       \        W2,           W7,           4       \        W2,
          W7,
          4       \        W2,          W7,          4       \        W2,          W7,          4       \        W,           Wc,           4       \        W,
          Wc,
          4       \        W,          Wc,          4       \        W,          Wc,          4       \        V^,          V^,          4       \        \        V4      R,          \        V4      R,          4       \        W,          Wg,          4       \        \        P                  ! W4      \        Wg4      4       \        \        P                  ! W4      \        Wg4      4       \        \        P                  ! W4      \        Wg4      4       \        \        P                  ! W4      \        Wg4      4       EK  	  R# )r         @N))   r   )r   r   )r   r   r=   rq   r]   r
   r   r   re   rP   r$   )r   r   r   r   r   r   r   r   r   r   r   a2da2dmr   s   &             r   test_basic_arithmetic/TestMaskedArrayArithmetic.test_basic_arithmetic{  s   15.sraVaV$%C1a&1a&!12SY
+SY
+SY
+(A		!A		!AABABAB!bS!((((#(+#(+#(+#(+"(+"(+"(+"(+aq)Q3B37*s2{3Q*HR,<=Q*HR,<=1&.93 )r   c                   \        ^\        R7      pRVn        \        ^\        R7      pW,          p\        V. RO. RO.4       \        VP                  . RO. RO.4       WR,          ,          p\        V. RO. RO.4       \        VP                  . RO. RO.4       \        ^\        R7      pWR,          ,          p\        V. R	O. R
O.4       \        VP                  . RO. RO.4       R# )r   r   Nr   r   )r   r   r   )r   r   r  r   Nrx  rx  N)r   r   r   )r   r   r   r7  r  )r   r   r_   rq   r   r   r   r   r   s   &   r   test_divide_on_different_shapes9TestMaskedArrayArithmetic.test_divide_on_different_shapes  s    1E"1E"EQ78QVVi34'
NQ78QVVi341E"'
NQ,78QVVi34r   c                    \         P                  ! ^.4      p\        ^.4      p\        \        W,           \        4      4       \        \        W!,           \        4      4       R# r   N)r   r   rn   r  r   )r   nar  s   &  r   test_mixed_arithmetic/TestMaskedArrayArithmetic.test_mixed_arithmetic  s>    XXqc]A3Z
27K01
27K01r   c                    \         P                  ! \        4      P                  p\	        VR V,          R.4      p\        \        V^,          4      . RO4       \        \        ^V,          4      . RO4       R# )r   r   Nr  r   )r   finfor   tinyr   rq   r/   )r   r  r   s   &  r   test_limits_arithmetic0TestMaskedArrayArithmetic.test_limits_arithmetic  sP    xx##4dB'(\!a%()4\!a%()4r   c                F   \        ^ ^R7      p\        ^\        ^ 4      ,          P                  4       \        ^V,           P                  4       \        V) P                  4       \        \        W4      P                  4       \        \	        W4      P                  4       R# r   r   N)r   rn   r   rJ   rM   )r   r   s   & r    test_masked_singleton_arithmetic:TestMaskedArrayArithmetic.test_masked_singleton_arithmetic  sh     11U1X##$R"

$$%$$%r   c                    \        . RO. ROR7      p\        V^ ,          ^ 8H  \        J 4       \        V^ ,          ^ 8g  \        J 4       \        VR,          ^ 8H  R4       \        VR,          ^ 8g  R4       R# )r   r   FTNr   r   r   r   r   )r   rn   r<   rq   r  s   & r   test_masked_singleton_equality8TestMaskedArrayArithmetic.test_masked_singleton_equality  s\    )),1v%&1v%&aeqj5)aeqj4(r   c                ~   \        ^^.4      pV\        ,          p\        VP                  VP                  4       \        VP                  RR.4       V^ ,          \        ,          p\        V\        J 4       V\        ,           p\        VP                  VP                  4       \        VP                  RR.4       R# r   TN)r=   r<   rq   r_   r   rn   ra  s   &  r   %test_arithmetic_with_masked_singleton?TestMaskedArrayArithmetic.test_arithmetic_with_masked_singleton  s    !Q JQWWagg&QWWtTl+aD6MVJQWWagg&QWWtTl+r   c                    \        ^.4      pV\        ,           p\        VP                  VP                  4       \        VP                  R.4       R# r  )r=   r<   rq   r_   r   ra  s   &  r   5test_arithmetic_with_masked_singleton_on_1d_singletonOTestMaskedArrayArithmetic.test_arithmetic_with_masked_singleton_on_1d_singleton  s9    !JQWWagg&QVVdX&r   c                $   \        ^ ^ R7      p\        VP                  4       P                  P                  VP                  P                  4       \        R4      R,          p\        VP
                  R4       \        VP                  ^^.4       R# )r   r   r   Nr  r  )r   rq   r)   r  r   r_   r   )r   r   r   s   &  r   test_scalar_arithmetic0TestMaskedArrayArithmetic.test_scalar_arithmetic  s`    !!QXXZ&&++QXX]];6]RRXXt$RWWq!f%r   c           
        V P                   w
  rr4rVrxr\        \        P                  ! V4      \        V4      4       \        \        P                  ! V4      \	        V4      4       \        \        P
                  ! V4      \        V4      4       \        \        P                  ! V4      \        V4      4       \        \        P                  ! V4      \        V4      4       \        \        P                  ! V4      \        V4      4       \        \        P                  ! \        V4      4      \        V4      4       \        \        P                  ! \        V4      4      \        V4      4       \        \        P                  ! \        V4      4      \        V4      4       \        \        P                  ! V4      \        V4      4       \        \        P                  ! V4      \        V	4      4       \        \        P                  ! V4      \        V	4      4       \        \        P                   ! V4      \!        V	4      4       \        \        P"                  ! W4      \#        Wg4      4       \        \        P$                  ! V4      \%        V4      4       \        \        P&                  ! VR V,          ,           4      \'        VR V,          ,           4      4       \        \        P&                  ! VR V,          ,           RR7      \'        VR V,          ,           RR7      4       \        \        P(                  ! W4      \)        Wg4      4       \        \        P*                  ! W4      \+        Wg4      4       \        \        P,                  ! W4      \-        Wg4      4       \        \        P.                  ! W4      \/        Wg4      4       \        \        P0                  ! W4      \1        Wg4      4       \        \        P2                  ! W4      \3        Wg4      4       \        \        P4                  ! V4      \5        V4      4       R# )              ?T)degN)r   rq   r   r   r    r`   ra   rh   ri   rd   r
   r7   r8   r(   r   r   r   r   r   r   r'   rS   r5   r0   r6   r1   r   r   s   &          r   test_basic_ufuncs+TestMaskedArrayArithmetic.test_basic_ufuncs  se   15.srRVVAYB(RWWQZb*RVVAYB(RWWQZb*RVVAYB(RWWQZb*RWWSV_d2h/RVVCF^SW-RXXc!f%uRy1RVVAYB(RYYq\6":.RYYq\6":.RYYq\6":.RZZ%wr7R[[^Xb\2RXXa"q&j)5b2g+>?RXXa"q&jd3U2R<T5RSRXXa^U2]3R\\!'2):;RWWQ]DL1RZZ%wr7R]]1(*R*<=R%%a+]2-BCR\\!_im4r   c                    \         P                  ! \         P                  P                  4      \         P                  P                  J g   Q hR # r   )r   rd   r  r<   r  s   &r   test_basic_ufuncs_masked2TestMaskedArrayArithmetic.test_basic_ufuncs_masked  s)    wwruu||$444r   c                P   \        ^\        ^4      4       \        ^ \        ^^.R7      4       \        . RO. ROR7      p\        V4      p\        VP                  P
                  \        P                  J 4       \        ^V4       VP                  R4      p\        V4      p\        VP                  P
                  \        P                  J 4       \        ^V4       \        V^ 4      p\        \        V\        4      4       \        ^^.V4       \        \        V4      \        J 4       \        . RO4      p\        V^ 4      p\        \        V\        4      4       \        VP                  P
                  \        P                  J 4       \        \        VP                  ^R7       R# )r   r   r  N)r   r   r   r   r  r  )rq   r!   r   rn   r   r  r   intpr]   r  r   r.   rR   rw   r   )r   ottr0  s   &  r   test_count_func)TestMaskedArrayArithmetic.test_count_func
  s   Qa!Qaqc*+$<8Cj		"'')*Qkk&!Cj		"'')*QCm
3()aVS!&'$%Cm
3()		"'')*i3r   c                ^    \        ^\        . RO4      4       \        ^\        R4      4       R# )r   Nr   rz  )rq   r!   r  s   &r   test_count_on_python_builtins7TestMaskedArrayArithmetic.test_count_on_python_builtins#  s    Qi()Qf&r   c           
        V P                   w
  rr4rVrxr\        P                  ! V4      p\        V4      p\        \	        V4      \
        P                  ! V4      4       \        \        V4      \        P                  ! V4      4       \        \        . RO. RO4      . RO4       \        \        . RO. RO4      . RO4       \        ^4      p\        ^4      ^,
          p\        V^&   \        V^ &   \        \        W4      \        \        W4      W4      4       \        \        W4      \        \        W4      W4      4       \        \        P                  ! V4      ^ 8H  4       \        \
        P                  ! V4      ^8H  4       \        ^4      P                  ^^4      p\        VR&   \        \
        P                  ! VRR7      ^4       R# )r   Nr  r   )r   r   	   r   r   r   )r   r   r  r@  )r   r   r[   rq   rI   rJ   r   rL   rM   r   r<   rk   r5   r0   rn   r]   )r   r   r   r   r   r   r   r   r   r   r   xrxmrs   &            r   test_minmax_func*TestMaskedArrayArithmetic.test_minmax_func(  s6   15.srXXa[BiSWgnnS12SWgnnS12WY	2I>WY	2I>1I1IM!!WQ]E$q*a$;<WQ]E'!-$>?q!Q&'q!Q&'1Ia#&	W^^AD115r   c                   \         P                  ! R4      p\        W4      p\        \	        V\
        4      4       \        V\         P                  ! W4      4       \        P                  ! W4      p\        \	        V\
        4      4       \        V\         P                  P                  W4      4       \        W4      p\        \	        V\
        4      4       \        V\         P                  ! W4      4       \        P                  ! W4      p\        \	        V\
        4      4       \        V\         P                  P                  W4      4       R# )r   Nr  )	r   rT   rM   rn   r  r   rq   rV   rJ   )r   r   aminimumamaximums   &   r   test_minimummaximum_func2TestMaskedArrayArithmetic.test_minimummaximum_funcA  s    GGFO1=
8[12Xrzz!/0==&
8[12Xrzz//561=
8[12Xrzz!/0==&
8[12Xrzz//56r   c                ~    \        . RO. ROR7      p\        P                  P                  V4      p\	        V^4       R# )r   r   Nr   r  )r   r   rJ   r   rq   r   s   &  r   test_minmax_reduce,TestMaskedArrayArithmetic.test_minmax_reduceS  s-    )"78JJa Qr   c                h   \         P                  P                  ^4      P                  4       p\	        \         P                  P                  ^ ^
^4      VR7      pRVn        R F  p\        \         V4      p\        \        P                  P                  V4      p\         P                  ! R\        R7      p V! V^ VR7      p\         P                  ! R\        R7      pV! V^ VR7      p\        WvJ 4       VP!                  R4       V! V^ VR7      p\        WvJ 4       K  	  R#   \         d     Lni ; i)	r  r   r   r  outNr   rL   rI   r   rB  )r   r   r   roundr   uniformr_   getattrrS  r  corer%   r   r   r   rn   fill)r   r   r   funcnamenpfuncmafuncnoutresults   &       r   test_minmax_funcs_with_output7TestMaskedArrayArithmetic.test_minmax_funcs_with_outputY  s    yy~~b!'')299$$QB/d;&HR*FUXX]]H5F88D,D5 88D.DBQD1FFN#IIdOBQD1FFN#! '  s   7D##D10D1c           
        V P                   w
      r   pVP                  3Vn        \        VP	                  4       ^
4       \        V^ ,          P	                  4       \        J 4       \        V^ ,          P	                  ^ 4      \        J 4       \        V^ ,          P	                  R4      \        J 4       \        VP                  4       R4       \        V^ ,          P                  4       \        J 4       \        V^ ,          P                  ^ 4      \        J 4       \        V^ ,          P                  R4      \        J 4       \        VP                  4       R4       \        V^ ,          P                  4       \        J 4       \        V^ ,          P                  ^ 4      \        J 4       \        V^ ,          P                  R4      \        J 4       \        . RORR7      p\        VP                  4       \        J 4       \        VP	                  4       \        J 4       \        VP                  4       \        J 4       R# )r         4@Tr   Nr   r   r   )
r   r   r_   rq   rI   rn   r<   rL   ptpr   )r   _r   r   s   &   r   test_minmax_methods-TestMaskedArrayArithmetic.test_minmax_methodsp  s{   *.&&'Aq!QAq!QGG:RVVXr"1		v%&1		!&'1		"'(RVVXt$1		v%&1		!&'1		"'(RVVXs#1		v%&1		!&'1		"'()$'6!"6!"6!"r   c                   \         P                  ! R R R R\        R,          RRRRR RR.4      pRpRp. ROp\        WR7      pVP	                  R4       \         P
                  \         P                  \         P                  \         P                  \         P                  \         P                  \         P                  .pV FY  p\        \        WVR7      P                  4       V! V4      4       \        \        WVR7      P                  4       V! V4      4       K[  	  \        VP                  4       V4       \        VP                  4       V4       VR	,           FY  p\        \        WVR7      P                  4       V! V4      4       \        \        WVR7      P                  4       V! V4      4       K[  	  VRR
  EF  p\        . RO. ROVR7      p\        VP                  4       V! R4      4       \        VP                  4       V! R4      4       \        \         P                  R,           \         P                  R,           \         P                  ) R,
          .. ROVR7      p	\        V	P                  4       V! \         P                  ) R,
          4      4       \        V	P                  4       V! \         P                  R,           4      4       \         P                  R\         P                   ! \         P                  4      P                  ,          ,
          p
\        V
) ^ .^ ^.R7      P                  4       V
) 8X  g   Q h\        V
^ .^ ^.R7      P                  4       V
8X  d   EK  Q h	  R
# )r   r   r   r   r   r   r   r   r  :Nr   NNr  y               @y              @r   r   r   @xD      ?@xD      )r  y@xD       r  rB  )r   r   r   r=   r   float16r  float64
longdouble	complex64
complex128clongdoublerq   rI   rL   r  r  )r   r   r   an10r   r   float_dtypesfloat_dtyper   r   cmaxs   &          r   test_minmax_dtypes,TestMaskedArrayArithmetic.test_minmax_dtypes  s   HHb"b#rCxRsBBOP1!%
% 

BJJ

BMMbmmR^^E'KaDHHJ$S)+aDHHJ$T*, ( 	RVVXt$RVVXs# (++KaDHHJ$S)+aDHHJ$T*, , (,K?i +-B;y#9:;y#9:rvv{BFFRK"&&2FY$/1B;w|#<=;rvv{#;<66B"**!5!9!999D$
!Q8<<>4%GGGq	A7;;=EEE -r   r   bBiIqQr   r  Nc                   \         P                  ! V4      p\         P                  ! ^ ^
RVP                  VP                  ..^,          4      P                  V4      p\         P                  ! V.^,          4      p\        WRR7      p\        VP                  V4      WR( ,          P                  V4      4       \        VP	                  V4      WR( ,          P	                  V4      4       R# )r   r   N)	r   iinfor   rL   rI   r   r   r=   rp   )r   r   r   r  r%  r   masked_as   &&&&   r   test_minmax_ints*TestMaskedArrayArithmetic.test_minmax_ints  s     HHq"c599eii89A=>EEeLzz4&1*%-8<<-qx||D/AB8<<-qx||D/ABr   	time_typezM8[s]zm8[s]c                    R  p\         P                  ! . ROVR7      p\         P                  ! . ROVR7      p\         P                  ! . ROVR7      pW4V.p. ROpV F  pV! W4       K  	  R# )c                 N   \        WR 7      pV \        P                  ! V\        R7      ( ,          P	                  4       pV \        P                  ! V\        R7      ( ,          P                  4       p\        VP	                  4       V4       \        VP                  4       V4       R# )r   r   N)r=   r   r   r-  rL   rI   rp   )arrr   
masked_arrexpected_minexpected_maxs   &&   r   minmax_with_maskKTestMaskedArrayArithmetic.test_minmax_time_dtypes.<locals>.minmax_with_mask  sp    %c5JT ::;??ALT ::;??ALz~~/>z~~/>r   r   N)
r   r   r   r   r$  r   r   r   l )
NaTr   r2  r   r   r$  r   r   r   r   )
r3  r3  r2  r   r   r$  r   r   r   r   )
r   r   r   r   r   r   r   r   r   r   r=  )	r   r)  r0  r  r  r  x_testrU  r   s	   &&       r   test_minmax_time_dtypes1TestMaskedArrayArithmetic.test_minmax_time_dtypes  s\    	? XXASXX<INXX@	R"*AQ" r   c           
        V P                   w
  rr4rVrxr\        \        P                  P	                  V4      \        P                  ! V4      4       \        \        P                  P                  V4      \        P
                  ! V4      4       \        ^\        \        ^4      ^ R7      4       \        ^\        \        ^4      ^ R7      4       \        \        P                  ! V^ R7      \        V^ R7      4       \        \        P                  ! \        V^ 4      ^ R7      \        V^ R7      4       \        \        P                  ! V^ 4      \        V^ 4      4       \        \        P                  ! V^ R7      \        V^ R7      4       \        \        P                  ! V^ 4      \        V^ 4      4       \        \        P                  ! \        V^4      ^ R7      \        V^ R7      4       RpV;Vn        ;Vn        ;Vn        Vn        \        V4      ^8  d   \        \        P                  ! W3^4      \        Wg3^4      4       \        \        P                  P	                  V^4      \        P                  ! V^4      4       \        \        P                  ! V^4      \        V^4      4       \        \        P                  ! V^4      \        V^4      4       R# R# )r   r  Nr   )r   rq   r   r   r   
accumulaterf   r   r)   prodrX   r_   r   r   r   s   &           r   test_addsumprod)TestMaskedArrayArithmetic.test_addsumprod  s   15.srRVV]]1%szz!}5RVV&&q)3>>!+<=QE!H1-.QE!H1-.RVVAA&AA7RVVF2qM2CODRVVAq\3q!9-RWWQQ');<RWWQ]GAqM2RWWVB]3WRa5HI2333!'3BHrxq6A:2K!4LMq!,cjjA.>?1s1ay1A16	 r   c                P   \        R .R.R..R.R.R..R7      p\        RR.RR.RR	..4      pW,          p\        RR.RR.RR..^ ^ .^^.^^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       W!,          p\        RR.RR.RR	..^ ^ .^^.^^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       \        R .R.R..4      p\        RR.RR.RR	..^ ^ .^ ^ .^ ^..R7      pW,          p\        ^^.^^
.^^..^ ^ .^ ^ .^ ^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       W!,          p\        ^^.^^
.^^..^ ^ .^ ^ .^ ^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       R
# )r   r   r   FTr   r   r   rl        @Nr   rq   r   r   r   r   r   r   rT  s   &    r   test_binops_d2D)TestMaskedArrayArithmetic.test_binops_d2D  s1   B4"t$UGdVdV+DEB8b"XBx01u"bB8b"X6 !fq!fq!f57T#TYY-TYY-u"bB8b"X6 !fq!fq!f57T#TYY-TYY-B4"t$%B8b"XBx0AAA/1u!Q!R2q'2 !fq!fq!f57T#TYY-TYY-u!Q!R2q'2 !fq!fq!f57T#TYY-TYY-r   c                P   \        R .R.R..R.R.R..R7      p\        RR.RR.RR	..4      pW,          p\        RR.RR.RR..^ ^ .^^.^^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       W!,          p\        RR.RR.RR	..^ ^ .^^.^^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       \        R .R.R..4      p\        RR.RR.RR	..^ ^ .^ ^ .^ ^..R7      pW,          p\        RR.RR.R^..^ ^ .^ ^ .^ ^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       W!,          p\        RR.RR.R^..^ ^ .^ ^ .^ ^..R7      p\        W44       \        VP                  VP                  4       \        VP                  VP                  4       R
# )r   r   r   FTr   r   r   rl  r=  Nr   gUUUUUU?g?r  r>  r?  s   &    r   test_domained_binops_d2D2TestMaskedArrayArithmetic.test_domained_binops_d2D  s7   B4"t$UGdVdV+DEB8b"XBx01u'7+b"XBx@ !fq!fq!f57T#TYY-TYY-u'7+b"XBx@ !fq!fq!f57T#TYY-TYY-B4"t$%B8b"XBx0AAA/1u&&)FF+;fa[I !fq!fq!f57T#TYY-TYY-u&&)FF+;fa[I !fq!fq!f57T#TYY-TYY-r   c                2   \        . RO. RORR7      pV^,           p\        VP                  . RO4       V^,          p\        VP                  . RO4       VR ,          p\        VP                  . RO4       VR ,          p\        VP                  . RO4       R# )r   Fr   shrinkNr   r   r   r  r  r=   rq   r   r   s   &  r   test_noshrinking*TestMaskedArrayArithmetic.test_noshrinking2  sr     ,A %'EQVVY'	QQVVY'FQVVY'	RQVVY'r   c                    \         P                  P                  ^.4      p\        \         P                  ! V^4      P
                  P                  R4       R# )r   Nr   )r   r  r   rq   true_divider   r_   r   rU  s   & r   test_ufunc_nomask+TestMaskedArrayArithmetic.test_ufunc_nomaskC  s7    EEKKR^^Aq)..44b9r   c                ~    \         P                  P                  . RORRR7      p\        VP                  . RO4       R# )r         ?FrG  N)r   r  @r  )r   r  rG   rq   r   r  s   & r   test_noshink_on_creation2TestMaskedArrayArithmetic.test_noshink_on_creationI  s+    EEEBQVVY'r   c           
        V P                   w
  rr4rVrxr\        \        W4      \        Wg4      4       \        Wv4      p\        V\        P                  ! Wv4      4       \        VP                  \        VP                  VP                  4      4       \        Wg4      p\        V\        P                  ! Wg4      4       \        VP                  \        \        VP                  VP                  4      V^ 8H  4      4       R# r   N)r   rq   rO   r   r   r;   )r   r   r   r   r   r   r   r   r   r   r   r   s   &           r   test_mod"TestMaskedArrayArithmetic.test_modN  s    15.srSYB,2{T266">*TYY 9:2{T266">*TYY(AB!G MNr   c           	        \        ^4      p\        P                   ! ^4      p\        VR&   VP                  ^^^4      pVP                  ^^^4      p\	        \        P
                  ! VR4      \        VR4      4       \	        \        P                  ! VR^4      \        VR^4      4       \	        \        P                  ! \        V^ 4      \        V^ 4      4      \        W4      4       \	        \        P                  ! \        V^ 4      \        V^ 4      4      \        W4      4       \        . RO\        4      p\        V^&   \        V. RO4      p\        V^ ,          R8H  4       \        V^,          ^8H  4       \        V^,          ^8H  4       R# )r   :r   r   NabcNr   r   r   )r\  r   defr   r   )r   r   r   )r   r   r<   r]   rq   rj   rg   r3   r)   rV   r   ro  rn   )r   r   r   ri  s   &   r   test_TakeTransposeInnerOuter6TestMaskedArrayArithmetic.test_TakeTransposeInnerOuterY  s#   2JIIbM#IIaAIIaAR\\!Y/1i1HIRWWQ	1-tAy!/DERXXfQlF1aL91[	"RXXfQlF1aL91[	")62!I!!	!	r   c                   \        RR.^^ .R7      p\        VP                  ^
^.4       \        VP                  P                  4       R^.4       \        VP                  P                  VP
                  P                  P                  4       \        VP                  ^^.4       \        VP                  P                  4       R^.4       \        VP                  P                  VP
                  P                  P                  4       R# )r   r   r   Ny      ?      $@y      4@       @)r   rq   r  r)   r   r   r  )r   r   s   & r   test_imag_real(TestMaskedArrayArithmetic.test_imag_realm  s    GW%QF3RWWr1g&RWW^^%qz2RWW]]BHHMM$7$78RWWq"g&RWW^^%r{3RWW]]BHHMM$7$78r   c           	        \        \        P                  P                  ^ ^
^4      4      P	                  ^^4      p\
        ;VR&   ;V^ &   VR&   RpV F  p\        \        V4      p\        W4      p\        P                  ! ^\        R7      pVP                  R4       V! V^ VR7      p\        WvJ 4       \        Wu! ^ VR7      4       \        ^\        R7      pV! ^ VR7      p\        WvJ 4       \        V^ ,          \
        J 4       K  	  R# )r   r   r  Nrx  r   r@  )rf   r9  varstdrI   rL   r  meanrH  r   r   r   r  r]   r<   r  r%   r   r  rn   rq   r   )r   r   funclistr  r  xmmethoutputr	  s   &       r   test_methods_with_output2TestMaskedArrayArithmetic.test_methods_with_outputw  s    299$$QB/088A>(..4.2a52f:N HR*FR*FXXau-FKKBQF3FF$%QF!;<1C(F/FF$%F1I'( !r   c                   R \         3R\         3.p\        RR	.R
R.VR7      pW"8H  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       W"^ ,          8H  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       \        RR	.RR.VR7      pW$8H  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       V^ ,          V8H  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       \        RR	.R
R.VR7      pW$8H  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       R \         3RR\         3R\         3.3.p\        RR.RR..RR.RR..VR7      pVR,          V8H  p\        VP                  RR.RR..4       \        VP                  RR.RR..4       \        VP                  R8H  4       R# )r5  rH  r  TFrI  rJ  Nr  r  r  r  r  rK  rL  r   r   r   r   r   r   rM  rN  r   r  r   r   rq   r   r   rn   rI  r   rD  r   r   r   s   &    r   test_eq_on_structured/TestMaskedArrayArithmetic.test_eq_on_structured  sA   *sCj)66"&&)9HTYYt-TYY/4'(qT	TYYu.TYY/4'(66"&&)9HTYY.TYYu.4'(!	TYY/TYYu.4'(66"&&)9HTYYt-TYY/4'( *sdC[4+$>?@K--/$k2$k24;AC $1TYY$ ?@TYY%% ?@4'(r   c                   R \         3R\         3.p\        RR	.R
R.VR7      pW"8g  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       W"^ ,          8g  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       \        RR	.RR.VR7      pW$8g  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       V^ ,          V8g  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       \        RR	.R
R.VR7      pW$8g  p\        VP                  RR.4       \        VP                  RR.4       \        VP                  R8H  4       R \         3RR\         3R\         3.3.p\        RR.RR..RR.RR..VR7      pVR,          V8g  p\        VP                  RR.RR..4       \        VP                  RR.RR..4       \        VP                  R8H  4       R# )r5  rH  r  FTrI  rJ  Nr  r  r  r  r  rK  rL  rp  rr  rM  rN  rt  ru  rv  s   &    r   test_ne_on_structured/TestMaskedArrayArithmetic.test_ne_on_structured  sA   *sCj)66"&&)9HTYY/TYY/4'(qT	TYY.TYY/4'(66"&&)9HTYYu.TYYu.4'(!	TYYt-TYYu.4'(66"&&)9HTYY/TYY/4'( *sdC[4+$>?@K--/$k2$k24;AC $1TYY%t =>TYY%% ?@4'(r   c                $   \        . RO. RORR7      pWP                  8H  pVP                  V8g  p\        \        P                  ! V4      4       \        \        P
                  ! V4      '       * 4       VP                  \        P                  ! RVP                  P                  4      8H  p\        VP                  V4       \        VP                  V4       \        VP                  . RO4       \        VP                  VP                  ( 4       R# )r   r  r  N)r  r  r   )r  r  r  r   TTF)r   r   rn   r   r   r   r   rT   r   rp   rq   )r   r   eqneexpected_masks   &    r   %test_eq_ne_structured_with_non_masked?TestMaskedArrayArithmetic.test_eq_ne_structured_with_non_masked  s    */w@&&[VVq[r
BFF2J"''"affll";;277M2277M2 	RWW12277RWWH-r   c           
        \         P                  ! R 4      p\        RRVR7      \        RRVR7      \        RRVR7      \        RR	VR7      3 EF  pVP                  \        4      pVP                  R4      p\         P
                  ! R	VR7      \        R	VR7      \        RRVR7      \        R
RVR7      3 EF  pVP                  \        4      pVP                  R4      pWG8H  P                  4       p\        W%8H  V4       \        WR8H  V4       \        W58H  V4       \        W&8H  V4       \        W68H  V4       VP                   U	u. uF  qV	,          WY,          8H  NK  	  p
p	\        \        V
\        R7      P                  4       V4       WG8g  P                  4       p\        W%8g  V4       \        WR8g  V4       \        W58g  V4       \        W&8g  V4       \        W68g  V4       VP                   U	u. uF  qV	,          WY,          8g  NK  	  p
p	\        \        V
\        R7      P                  4       V4       EK  	  EK  	  R# u up	i u up	i )r  r  2i4r   Nrz  r  r  r  r  r   r   )r   r   rQ   r  r   r   r   rq   r6  r-  r   )r   rr  r   ma1r1r   ma2r2eq_expectednameel_by_elne_expecteds   &           r   test_eq_ne_structured_extra5TestMaskedArrayArithmetic.test_eq_ne_structured_extra  s    XXgfB7fB7fB7fB79B ''+&C%Bxxb1V2.V&;V&;= ggk*XXe_!xnn.RX{3RX{3SY4RY4SZ5=?XXFXTtH0XFU848<<>L!xnn.RX{3RX{3SY4RY4SZ5=?XXFXTtH0XFU848<<>L-=9& G Gs   I1Irr  SUr  r5  c                v   \        R R.V^ ^.VR7      pW38H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       W3^ ,          8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       \        R R.V^^ .VR7      pW58H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       V^ ,          V8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       WS^ ,          8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       R# )r   r   r   r   rI  TFNr   rq   r   r   rn   rI  r   rr  r  r   r   r   s   &&&   r   test_eq_for_strings-TestMaskedArrayArithmetic.test_eq_for_strings  sn    3*BaVETYYt-TYY.4'(qT	TYYu.TYY.4'(3*BaVETYY/TYYt-4'(!	TYY/TYYu.4'(qT	TYY/TYYu.4'(r   c                v   \        R R.V^ ^.VR7      pW38g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       W3^ ,          8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       \        R R.V^^ .VR7      pW58g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       V^ ,          V8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       WS^ ,          8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       R# )r   r   r  FTNr  r  s   &&&   r   test_ne_for_strings-TestMaskedArrayArithmetic.test_ne_for_strings6  sn    3*BaVETYY/TYY.4'(qT	TYY.TYY.4'(3*BaVETYYt-TYYt-4'(!	TYYt-TYYu.4'(qT	TYYt-TYYu.4'(r   dt1idsdt2c                v   \        ^ ^.V^ ^.VR7      pWD8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       WD^ ,          8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       \        ^ ^.V^^ .VR7      pWF8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       V^ ,          V8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       Wd^ ,          8H  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       R# )r   r  TFNr  r   r  r  r  r   r   r   s   &&&&   r   test_eq_for_numeric-TestMaskedArrayArithmetic.test_eq_for_numericV  sn   
 1a&1a&TBTYYt-TYY.4'(qT	TYYu.TYY.4'(1a&1a&TBTYY/TYYt-4'(!	TYY/TYYu.4'(qT	TYY/TYYu.4'(r   opc                p   \        ^ ^.^ ^.R7      p\        P                  ! ^
4      P                  ^^4      pV! W#4      p\	        VP
                  P                  VP                  8H  4       \        VP
                  \        P                  ! VP                  \        4      VP
                  ,          4       R# r  )
r   r   r   r]   rn   r   r_   rq   rl   r-  )r   r  r   r   r	  s   &&   r   test_eq_broadcast_with_unmasked9TestMaskedArrayArithmetic.test_eq_broadcast_with_unmaskedw  sz    1a&1v&IIbM!!!Q'A!!QWW,-V[["((177D"9AFF"BCr   c                    \        . RO. RO. RO.4      pV! V^4      p\        VP                  P                  '       * 4       \        VP                  \        J 4       R# )r   Nr   r     r  r  )r   rn   r   r_   rR   )r   r  r   r	  s   &&  r   test_comp_no_mask_not_broadcast9TestMaskedArrayArithmetic.test_comp_no_mask_not_broadcast  sF     9i34AqFKK%%%&v%&r   c                v   \        ^ ^.V^ ^.VR7      pWD8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       WD^ ,          8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       \        ^ ^.V^^ .VR7      pWF8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       V^ ,          V8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       Wd^ ,          8g  p\        VP                  RR.4       \        VP                  RR.4       \	        VP
                  R8H  4       R# r   r  FTNr  r  s   &&&&   r   test_ne_for_numeric-TestMaskedArrayArithmetic.test_ne_for_numeric  sn   
 1a&1a&TBTYY/TYY.4'(qT	TYY.TYY.4'(1a&1a&TBTYYt-TYYt-4'(!	TYYt-TYYu.4'(qT	TYYt-TYYu.4'(r   c                   \        ^ ^.V^ ^.VR7      pV! WU4      p\        VP                  V! VP                  VP                  4      4       \        VP                  RR.4       \        VP                  R8H  4       V! WU^ ,          4      p\        VP                  V! VP                  VP                  ^ ,          4      4       \        VP                  RR.4       \        VP                  R8H  4       \        ^ ^.V^^ .VR7      pV! WW4      p\        VP                  V! VP                  VP                  4      4       \        VP                  RR.4       \        VP                  R8H  4       V! V^ ,          V4      p\        VP                  V! VP                  ^ ,          VP                  4      4       \        VP                  RR.4       \        VP                  R8H  4       V! Wu^ ,          4      p\        VP                  V! VP                  VP                  ^ ,          4      4       \        VP                  RR.4       \        VP                  R8H  4       R# r  )r   rq   r   r   r   rn   rI  )r   r  r  r  r  r   r   r   s   &&&&&   r   test_comparisons_for_numeric6TestMaskedArrayArithmetic.test_comparisons_for_numeric  s    1a&1a&TB!xTYY177AGG 45TYY.4'(!qT{TYY177AGGAJ 78TYY.4'(1a&1a&TB!xTYY177AGG 45TYYt-4'(!A${TYY1771:qww 78TYYu.4'(!qT{TYY177AGGAJ 78TYYu.4'(r   zN/Ac                    \        . RO. ROVR7      p\        . RO. ROVR7      p\        V! W44      P                  V! VP                  VP                  4      4       R# )r   )r   rI  N)r   r   cderB  )r  r   r   )r=   rq   r   )r   r  r  r  r  s   &&&  r   test_comparisons_strings2TestMaskedArrayArithmetic.test_comparisons_strings  sE     ,9N,9NR\''CIIsyy)ABr   c           
        \        4       ;_uu_ 4       pVP                  \        R 4       \        R^.^ ^.R7      p\	        VR8H  \        RR.^ ^.R7      4       \	        VP
                  R8H  RR.4       \	        VR8g  \        RR.^ ^.R7      4       \        R^.RR7      p\	        VR8H  RR.4       \	        VR8g  RR.4       \        R^.RR7      p\	        VR8H  \        RR.RR7      4       \	        VR8g  \        RR.RR7      4       \        p\	        VR8H  \        4       RRR4       R#   + '       g   i     R# ; i)zComparison to `None`Nr   TF)ry   r  r  r   rq   r   r<   r  s   &  r   test_eq_with_None+TestMaskedArrayArithmetic.test_eq_with_None  s      CJJ}&<=tQiq!f-AdE4-q!f$EF4$7dE5$-q!f$EFtQie,AdT5M2dUDM2tQid+AdE5$-d$CDdE4-d$CDAdF+! !   s   DD--D>	c                F   \        ^4      p\        V^8H  R4       \        V^ 8H  R4       \        V^8g  R4       \        V^ 8g  R4       \        ^RR7      p\        V^ 8H  \        4       \        V^8H  \        4       \        V^ 8g  \        4       \        V^8g  \        4       R# )r   TFr   N)r   rq   r<   r   s   &  r   test_eq_with_scalar-TestMaskedArrayArithmetic.test_eq_with_scalar  s    !HQ!VT"Q!VU#Q!VU#Q!VT"!$Q!VV$Q!VV$Q!VV$Q!VV$r   c                   \        ^^.^ ^.R7      p\        ^ ^.^^..4      \        P                   ! ^ ^.^^..4      3 F?  pW8H  p\        VP                  RR.RR..4       \        VP                  RR.RR..4       KA  	  R# )r   r   FTN)r   r   rq   r   r   )r   r   r   r   s   &   r   test_eq_different_dimensions6TestMaskedArrayArithmetic.test_eq_different_dimensions  s    Aq6A'1a&1a&)*88aVaV,-/BHDeU^&*E]%4 5eT]&+T]%4 5/r   c                   \        . RO. ROR7      p\        \        P                  \        P                  ^ \        P                  ! ^4      R.. ROR7      p\        V4      p\	        W24       \	        VP
                  VP
                  4       \	        VP
                  . RO4       \        P                  ! V4      p\	        W24       \	        VP
                  VP
                  4       \	        VP
                  . RO4       R# )r   r   Nr   r   r   r   r   r   r  r   r   r   r   r   )r=   r   re  r7   rq   r   )r   r   rT  r   s   &   r   test_numpyarithmetic.TestMaskedArrayArithmetic.test_numpyarithmetic  s    )@266!9bA$35 1vT#TYY-QVV_-vvayT#TYY-QVV_-r   r   r  )FFFTT)FFFTF)FFFFTr   )Br!  r"  r#  r$  r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r
  r  r   r  markparametrizer'  r5  r:  r@  rC  rJ  rO  rU  rY  r_  rb  rm  rw  rz  r  r  r  r  num_dtsnum_idsr  operatorr~  ltr  gtr  r  leger  r  r  r  r  r  r%  r&  r'  s   @r   r  r  d  s(    5"%!:F5$25&)
,'&58542'
627$$.#,(FT [[Wh/[[V)**& 
 [[VdBZ0C 1 0C [[[7G*<=# >#&7*".H".H(":(
	O(9),))V))V." MD [[TC:.[[VdC[1) 2 /)< [[TC:.[[VdC[1) 2 /)< [[UG9[[UG9[[VdAY/) 0 : :)< [[THKK#=>D ?D [[THKK#=>' ?' [[UG9[[UG9[[VdAY/) 0 : :)< [[UG9[[UG9[[VdAY/[[T[[(++x{{HKK@B)B 0 : :
)< [[T[[(++x{{HKK@B[[VdE]3C 4BC,2
%	5. .r   r  c                   P   a  ] tR tRt o R tR tR tR tR tR t	R t
R	 tR
tV tR# )TestMaskedArrayAttributesi  c                l   \        . RO. ROR7      p\        V4      p\        VP                  VP                  4       \        V. RORR7      p\        VP                  . RO4       \        V. RORR7      p\        VP                  . R	O4       \        V. ROR7      p\        VP                  . R	O4       R# )
r   r   F)r   	keep_maskTNr   r   rB  r  rI  r   r   r  s   &  r   test_keepmask'TestMaskedArrayAttributes.test_keepmask  s{    3!_RWWaff%!)u=RWWi(!)t<RWWi(!),RWWi(r   c                   \        ^4      p. ROp\        V4      p\        WRR7      p\        WRRR7      p^
^(.V^^.&   ^
^(.V^^.&   \        VP                  . R	O4       \        VP                  . R
O4       \        VP
                  . RO4       \        VP                  4       \        VP                  '       * 4       . ROVR&   . ROVR&   \        VP                  . RO4       \        VP                  . RO4       \        VP
                  \        4       \        V^ &   \        V^ &   \        VP
                  . RO4       \        VP
                  . RO4       ^VR&   ^VR&   \        VP                  . RO4       \        VP                  . RO4       \        VP
                  . RO4       \        VP
                  \        4       VP                  4        \        ^4      VR&   \        VP                  . RO4       \        VP
                  \        4       VP                  4        \        WD^8  &   \        VP                  . RO4       \        VP                  . RO4       ^V\        V^8  R4      &   \        VP                  . RO4       \        VP                  . RO4       \        ^^.^^..^^ .^ ^ ..RR7      p^ V^ &   \        VP                  ^^ .^^..4       \        VP                  ^^ .^ ^ ..4       ^VR&   \        VP                  ^^ .^^..4       \        VP                  ^^ .^ ^ ..4       ^V\        V^8  R4      &   \        VP                  ^^.^^..4       \        VP                  ^^ .^ ^ ..4       R# )r   Tr   	hard_maskFr   r  r   :r   r   Nrx  Nr   r   r   r   r   )r   r   r   r   r   )r   r   r   r   (   r|  r   r     )r   r   r  r   r   )r   r   r  r  r  )r   r   r   r   r   r  )r   r   r   r   r   )r   r   r   r   r   r  r$  )r   r   r   r   r   r@  )r   r9   r   rq   r   r   rn   rJ  rR   r<   soften_maskharden_maskr   r)   )r   r   r  rU  xhxss   &     r   test_hardmask'TestMaskedArrayAttributes.test_hardmask'  s   1IaL1-1D9"XAq6
"XAq6
RXX/0RXX01RWWo.BLL !33RXX01RXX23RWWf%11RWWo.RWWo.11RXX/RXX/RWWo.RWWf%
q	1RXX/RWWf%
6
RXX/RXX/$%6"q&% !RXX/RXX/QFQF#Aq6Aq6*:dK1RXXAA/0RXXAA/06
RXXAA/0RXXAA/0$%6"q&% !RXXAA/0RXXAA/0r   c                    \        ^4      p. ROp\        V4      p\        WRR7      pRVR&   RVR&   \        VP                  . RO4       R# )	r   Tr  r  :r   r   N:r   r   NNr  )r  r   r   r   r   )r   r9   r   rq   r   r   r   r  rU  r  s   &    r   test_hardmask_again-TestMaskedArrayAttributes.test_hardmask_again^  sF    1IaL1-33RXX01r   c                *   \        . RO. ROR7      pVP                  4       p\        W4       ^ V^ &   \        W4       \        V\        . RO. ROR7      4       VP                  4       p^ V^ &   \        W4       \        V\        . RO. ROR7      4       R# )r   r   Nr   r   r   r   r   r  )r   r  rq   r  r   s   &  r   test_hardmask_oncemore_yay4TestMaskedArrayAttributes.test_hardmask_oncemore_yayh  sr     )),MMOQ!QQii89MMO!QQii89r   c                    \        ^
4      p\        V^&   ^V^&   \        VP                  \        4       \        ^
4      pRVn        \        V^&   ^V^&   \        VP                  \        ^
4      4       R# )r   FN)r   r<   rq   r   rR   
_smallmaskrl   r  s   & r   test_smallmask(TestMaskedArrayAttributes.test_smallmaskv  s_    2J!!QWWf%2J!!QWWeBi(r   c                p   \        . RO. ROR7      pVP                  4       p\        W4       \        VP                  \        4       \
        P                  P                  R.R\        3R\        3.4      pVP                  4       pVP                  4        \        VP                  VP                  4       R# )r   r   r   r   Nr   r  r?  )
r   shrink_maskrq   r   rR   r   r  r   r   r   r   s   &  r   test_shrink_mask*TestMaskedArrayAttributes.test_shrink_mask  sz    )),MMOQQVVV$ EEKK
c3Z#u$>?FFH	QVVQVV$r   c                B   \        . RO. R	O.R\        3R\        3R
.R7      p\        VR,          R&   \        VR,          R&   \        VR,          R&   \        VR&   VP                  p\        V^ ,          VR,          4       \        V^,          VR,          4       \        V^,          VR,          4       \        VR,          V^ ,          4       \        V^,          VR,          4       \        V^,          VR,          4       \        V^,          VR,          4       \        VR,          V^,          4       \        VR,          VR,          4       ^ p^ pV FC  p\        WQWC3,          4       V^,          pW1P                  R,          8  g   K8  ^ pV^,          pKE  	  R# )r   r   r   r  r   Nr   Nr   NNN))r   ru  one)r   rv  two)r   ffffff
@thr))r   皙@fou)r         @fiv)r   gffffff@sixr  r9  r  r  )r   r   r   r@  r  r  rz  )r   r   r   r<   r  rq   r_   )r   r   xflatr5  jr   s   &     r   	test_flat#TestMaskedArrayAttributes.test_flat  sQ    FFHsc5\<@B #t#t#t&	U1Xqw'U1Xqw'U1Xqw'U2Y!%U1Xqw'U1Xqw'U1Xqw'U2Y!%U2Y&	*BqtW%FAGGBKQ r   c                @  a \         P                  ! ^RR7      o\         P                  P                  S4      p\         P                  ! R4      Vn        \        V4       \        VP                  \         P                  ! R4      4       V3R lp\        \        V4       SP                  R\         P                  P                  R7      p\        VP                  \         P                  ! R4      4       \         P                  ! ^RR7      o\         P                  P                  S4      p\         P                  ! R4      Vn        \        VP                  \         P                  ! R4      4       \        VP                  \         P                  P                  4       R# )r   zf4,i4r   f4c                  |   < \         P                  P                  S4      p \         P                  ! R 4      V n        R# )f8N)r   r  r   r   )rU  r   s    r   assign;TestMaskedArrayAttributes.test_assign_dtype.<locals>.assign  s#    AAhhtnAGr   )r   r  N)r   rl   r  r   r   r  rq   rw   r  r  r   r   rR   )r   rU  r	  r   r   s   &   @r   test_assign_dtype+TestMaskedArrayAttributes.test_assign_dtype  s    HHQg&EEKKN((4.QQWWbhhtn-	% 	j&)FFBEE$5$5F6QWWbhhtn- HHQd#EEKKN((7#QWWbhhw/0QWWbeell+r   r   N)r!  r"  r#  r$  r  r  r  r  r  r  r  r  r%  r&  r'  s   @r   r  r    s3     )51n2:
)%<, ,r   r  c                      a  ] tR tRt o 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 tR tR tR tRtV tR# )TestFillingValuesi  c                   \         P                  P                  P                  pV! ^ \        4      p\        V^ 4       V! R\        4      p\        V\        ^ 4      4       V! ^ R4      p\        VR4       V! RR4      p\        V\        R4      4       \        \        VR\        4       \        \        VR\        4       R# )r   N|S3   0s   camelot!r   stuff)	r   r  r  _check_fill_valuer   rq   r"   rw   rC  )r   r  fvals   &  r   test_check_on_scalar&TestFillingValues.test_check_on_scalar  s    EEJJ88 C(T1 s+T-a01 E*T4  u-T-k:;i!2E3?i!2GSAr   c           
     x   \         P                  P                  P                  pR \        3R\
        3R	.pV! . R
OV4      p\        \        V\        4      4       \        VP                  4       . RO4       V! RV4      p\        \        V\        4      4       \        VP                  4       \        ^ 4      \        R4      \        \        R4      4      .4       \         P                  ! R
VR7      pV! WB4      p\        \        V\        4      4       \        VP                  4       . RO4       \         P                  ! R
R\        3R\
        3R.R7      pV! WB4      p\        \        V\        4      4       \        VP                  4       . RO4       \         P                  ! R\        R7      pRV^ &   V! V\        4      p\        \        V\        4      4       \        VP                  4       . RO4       R \        3.pV! RV4      p\        \        V\        4      4       \        VP                  4       R4       R# )r   r   Nr   r   r   r5  rH  r_   r   )r  r  )rB  )gr^  )rB  r     ???)rZ  r  r  6e)r  )r   r  r  r  r   r   rn   r  r   rq   itemr"   r   r   ro  )r   r  rD  r  fill_vals   &    r   test_check_on_fields&TestFillingValues.test_check_on_fields  s   EEJJ88*sElL9 !;VD
4)*TYY["=> v.
4)*TYY[#5a#8#5b#9#*+=c+B#C#E 	F 886fE 2
4)*TYY["=>
 886$':U|\"JL 2
4)*TYY["=> ::D71 62
4)*TYY["=> * V4
4)*TYY[-0r   c                   \        . RO4      pVP                  P                  RR/4       \        V\        R7      p\	        VP
                  . RO4       \	        VP                  \        ^ 4      4       \        V\        R7      p\	        VP
                  . RO4       \	        VP                  \        R4      4       VP                  \        4      p\	        VP
                  . RO4       \	        VP                  \        ^ 4      4       \	        VP                  R,          R4       VP                  R	.4      p\	        VR,          P
                  VP
                  4       \	        VR,          P                  VP                  4       R# )
   3commentzupdated!r   r   r   N)r!     4   5)r   r   r   )r   r  )
r   r`  updater   rq   r   rI  r"   r   r   r   s   &  r   test_fillvalue_conversion+TestFillingValues.test_fillvalue_conversion		  s    $%	

9j12!3QWWi(Q\\#5a#89!5!QWWi(Q\\#5b#9:HHSMQWWi(Q\\#5a#89QZZ	*J7HHl^$QsV\\177+QsV&&5r   c                    \        R 4      p\        \        P                  ! R 4      4      p\        \        P                  ! R 4      P                  4      p\	        W4       \	        W4       R# )r   N)r"   r   r   r   rq   )r   r8  f2f3s   &   r   test_default_fill_value)TestFillingValues.test_default_fill_value!	  sF    #- 2 23RRr   c                ,   \        R.R\        3RR\        3.R7      p\        V4      p\        VP                  4      p\
        P                   ! \        ^ 4      \        R4      \        R4      3VP                  R7      p\        W$4       \        W44       R# )	r   r5  r6  r   r   r   Nr7  r8  )r   r   r   r"   r   r   rq   )r   fieldsr8  r)  expecteds   &    r   "test_default_fill_value_structured4TestFillingValues.test_default_fill_value_structured)	  s    	{!3ZU|DF  '-88/2/4/35<BLLJ 	R"R"r   c           	         \         P                  ! R.4      p\        V4      p\        VR ,          \         P                  ! \        VR ,          4      VR ,          4      4       R# )vN)r3  V7)r   r   r"   rq   r   )r   rr  r6  s   &  r   test_default_fill_value_void.TestFillingValues.test_default_fill_value_void5	  sC    XX{m$r"QsVRXX&8C&A2c7KLr   c                j   \        . RORR7      pV. RO,          p\        VP                  VP                  4       R\        3R.p\	        RR\
        R3.VR7      pRVn        \        VP                  P                  4       RR.4       \        VR,          P                  R4       \        VR,          P                  R4       RVn        \        VP                  P                  4       R4       \        VR,          P                  ^	4       \        VR,          P                  R	4       \	        . RO4      pRVn        \        \        P                  ! VP                  4      P                  \        4       \        VP                  R4       \        VP                  \        P                  ! R4      4       R
# )r   r  rI  r6  r   r   r        8@s   999r  Nr   rB  )r   r   r   r   r  )r   r   )r   r   )r  r^  )r  r  )r   r   rT  )r=   rq   _fill_valuer   r   r   rI  r  r   r   r   )r   r   seriesmtyper   s   &    r   test_fillvalue TestFillingValues.test_fillvalue:	  s4   I$7iV'')9)9:u|,8XDz2%@Q\\&&(4.9QsV&&,QsV&&/!Q\\&&(+6QsV&&*QsV&&/+RZZ-33U;Q\\4(Q]]BHHTN3r   c                <   \        R.R\        3RR\        3.R7      p\        4       ;_uu_ 4       pVP	                  \
        R4       VRR.,          p\        \        VP                  4      R	4       VR,          VRR
 8H   RRR4       R#   + '       g   i     R# ; i)r   r5  r6  r   zNumpy has detectedry  Nr7  r8  )r  r   r   )	r   r   r   ry   r  r  rq   rC  rI  )r   r.  r  	subfieldss   &   r   test_subarray_fillvalue)TestFillingValues.test_subarray_fillvalueR	  s    	{!3ZU|DF  CJJ}&:;Sz*Iy3346FGbMYs^+ !   s   AB

B	c                   \         P                  P                  P                  pR \        3R
R\
        3.p\         P                  ! \        ^ 4      \        R4      \        R4      3VR7      p\        V! RV4      V4       R\
        R3.p\         P                  ! \        R4      3R\
        3.R7      P                  V4      p\        V! RV4      V4       \         P                  ! RR\
        3.R7      P                  V4      p\        V! ^ V4      V4       \         P                  ! R4      p\         P                  ! \        ^ 4      \        R4      \        R4      3RR7      P                  V4      pV! RV4      p\        WC4       \         P                  ! RRR7      P                  V4      p\        V! ^ V4      V4       \        V4      p\        VR	,          P                  P                  ^ 4       R# )r5  r6  r   r   r   Nr7  rj  zint, float, floatr8  r8  r  r~  r  )r   r  r  r  r   r   r   r"   rq   r   r   r=   rI  r   )r   r  rD  rT  r   Ms   &     r   test_fillvalue_exotic_dtype-TestFillingValues.test_fillvalue_exotic_dtype]	  s   EEJJ88*lS%L9((.q1.s3.r25 "() 	&tV4g>'(((.r24#'-228&. 	&tV4g>((4u7>>vF&q&17;23((.q1.r2.r25 "56 7=fVn 	 !v.T#((9,?@GGO&q&17; !QtW'',,a0r   c                   R F  p\         P                  ! RV4      p\        \         P                  ! RV,           R,           4      4      p\        P
                  P                  W24       \         P                  ! RV4      p\        \         P                  ! RV,           R,           4      4      p\        P
                  P                  W24       K  	  R# )asr3  z<M8[]z<m8[N)rI  fspsnsusmsr   rU  hDWrE  Y)rS  
datetime64r"   r   r   testingrq   timedelta64)r   timecoderT  r   s   &   r   !test_fillvalue_datetime_timedelta3TestFillingValues.test_fillvalue_datetime_timedelta|	  s    
2H&&uh7G%ekk&82Cc2I&JKDJJ##D2''x8G%ekk&82Cc2I&JKDJJ##D22r   c                   \        RR.R\        3RR\        3R\        3.3.R7      pVP                  p\        VP                  VP                  4       \        VR,          \        VR,          4      4       \        VR,          R,          \        VR,          R,          4      4       \        VR,          R,          \        VR,          R,          4      4       \        V4      p\        VP                  VP                  4       \        V^ ,          \        VR,          4      4       \        V^,          ^ ,          \        VR,          R,          4      4       \        V^,          ^,          \        VR,          R,          4      4       \        V^,          \        VR,          4      4       \        V4      p\        VP                  VP                  4       \        V^ ,          \        VR,          4      4       \        V^,          ^ ,          \        VR,          R,          4      4       \        V^,          ^,          \        VR,          R,          4      4       \        V^,          \        VR,          4      4       R# )	r   r5  rH  rI  rJ  r   N)r   r  )r   r   r   )r   r   rI  rq   r   r"   rN   rK   r   r   r   s   &  r   test_extremum_fill_value*TestFillingValues.test_extremum_fill_value	  s   ;,scT3K$+E%FGI||TZZ)T#Y 21S6 :;T#Yt_&83&FGT#Yt_&83&FG!!$TZZ)T!W0389T!WQZ!3AcF4L!ABT!WQZ!3AcF4L!ABT!W0389!!$TZZ)T!W0389T!WQZ!3AcF4L!ABT!WQZ!3AcF4L!ABT!W0389r   c           
        \        . RO3R\        P                  ^3.R7      p\        V4      p\	        VP
                  VP
                  4       \	        V^ ,          \        P                  ! ^\        VR,          4      4      4       \        V4      p\	        VP
                  VP
                  4       \	        V^ ,          \        P                  ! ^\        VR,          4      4      4       R# )r   r  r   Nr   r   r   )r   r   r  rN   rq   r   fullrK   r\  s   &  r   !test_extremum_fill_value_subdtype3TestFillingValues.test_extremum_fill_value_subdtype	  s    9,!'<&=>!!$TZZ)T!Wbgga);AgJ)GHI!!$TZZ)T!Wbgga);AgJ)GHIr   c           	        R \         3R\         3.p\        \        \        . RO. RO4      4      RVR7      pVR ,          pVP	                  ^
4       \        VP                  \        P                  ! ^
4      4       \        \        VP                  4      R4       R	VP                  R&   \        \        VP                  4      R
4       \        \        \        . RO. RO4      4      VR7      pVR ,          pVP	                  ^
4       \        VP                  \        P                  ! ^
4      4       \        \        VP                  4      ^
\        ^ 4      34       R# )r   r   rI  r   r   Nr   r  rA  )r   rB  r$  )r   r$  )r   r   r   r   r   rq   r;  r   rC  rI  r"   )r   rD  r   aari  tts   &     r    test_fillvalue_individual_fields2TestFillingValues.test_fillvalue_individual_fields	  s    *sCj)$s9i01)9sV
"R^^RXXb\2U1<<(*5SU1<<()4$s9i01@sV
"R^^RXXb\2U1<<(2/A!/D*EFr   c                   R \         3pR\         3p\        RR.RR.\        P                  3\        P                  ! V.4      R7      p\        VP                  W!.R7      pVR,          VR&   VR,          P                  VR,          P                  4       VP                  R	,          p\        \        P                  ! V^ ,          4      4       \        VR
,          \        R4      4       R# )r   r   r   )r   rI  r   r   Nr   r   )Fr   r   )r   r   r   re  r   r%   r_   r   rI  r;  rn   r  rq   r"   )r   rD  adtyper   r   r6  s   &     r   (test_fillvalue_implicit_structured_array:TestFillingValues.test_fillvalue_implicit_structured_array	  s    uu5%.('; ffYbhhx.@B!''&!123#	#af//0MM"1QrU.r23r   c                <   \        ^RR7      p\        VP                  R4       \        ^R\        R7      p\        VP                  R4       \        ^R\        R7      p\        VP                  R4       \        ^R\        R7      p\        VP                  R4       R# )r   r9  r8  re  r   N)r%   rq   rI  rT   r   rl   complexr2   r  s   & r   test_fillvalue_as_arguments-TestFillingValues.test_fillvalue_as_arguments	  sp    !%Q\\4(t51Q\\4(!'2Q\\2&Q2W5Q\\2&r   c                    \        RR7      p\        VP                  R4       \        R\        R7      p\        VP                  R4       \        R\        R7      p\        VP                  R4       R# )r   r_   r  Nr   )r%   rq   r_   rT   r   rl   rq  r  s   & r   test_shape_argument%TestFillingValues.test_shape_argument	  sP     QWWe$uE*QWWe$W-QWWe$r   c                   \        . RO^\        P                  R7      pVP                  4       p\	        VP
                  ^8H  4       VP                  \        4      p\	        VP
                  ^8H  4       VP                  \        R7      p\	        VP
                  ^8H  4       VP                  \        P                  4      pVP                  \        P                  R7      pVP                  \        ^R7      p\	        VP
                  ^8H  4       VP                  \        ^R7      p\	        VP
                  ^8H  4       VP                  \        P                  R7      p\	        VP
                  R8H  4       R# )	r   re  )r  r8  )r  rI  r   r  Nr   )	r   r   int64r  rn   rI  r   r   int32ra  s   &  r   test_fillvalue_in_view(TestFillingValues.test_fillvalue_in_view	  s    ): FFH!" FF;!"
 FFF$!" FF2::FF

F# FF;1F-!" FFF2!" FFF"&'r   c                    \        RRR7      p\        VR,          P                  \        R4      4       \        VR,          P                  \        R4      4       R# )	r   z(2,)3S,(2,)3Ur  r7  s   spamr8  eggsNr   )r%   rq   rI  r"   r  s   & r   test_fillvalue_bytes_or_str-TestFillingValues.test_fillvalue_bytes_or_str
  sD     _5QtW'');G)DEQtW'');F)CDr   r   N)r!  r"  r#  r$  r  r  r&  r+  r0  r5  r>  rB  rF  rX  r]  rb  rh  rn  rr  rv  r{  r  r%  r&  r'  s   @r   r  r    sl     B -1^60
#M
40	,1>3:0	JG&4'
%((TE Er   r  c                   V   a  ] tR tRt o R tR tR tR tR tR t	R t
R	 tR
 tRtV tR# )
TestUfuncsi
  c                D   \        R ^ R\        ^,          .^,          ^ ^.^ .^,          ,           R7      \        R ^ R\        ^,          .^,          ^^ .^ .^,          ,           R7      3V n        \        P                  ! 4       V n        \        P                  ! RRR7       R# )r   r   r`  r  Nr   )r   r   r   r   r  r  r  r  s   &r   r   TestUfuncs.setup_method
  s}    aR!V,q01va7GHaR!V,q01va7GHK))+
		84r   c                F    \         P                  ! R/ V P                  B  R # r  r  r  s   &r   r  TestUfuncs.teardown_method$
  r  r   c                P   . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#NR$NR%NR&NR'NR(NR)N F  p \        \        V4      p\        \        P
                  P                  V4      pV P                  R*VP                   pV! V!  pV! V!  p\        VP                  ^ 4      VP                  ^ 4      V4       \        VP                  VP                  VR+7       K  	  R*#   \         d    \        \        T4      p Li ; i),rd   r7   r8   r(   r   r`   r   rh   r   r   r   ra   r    ri   arcsinhr   arctanhr   fabsnegativefloorceillogical_notr   re   rP   r$   rM  floor_divide	remainderfmodhypotr   r'   rS   r6   r1   r5   r0   logical_and
logical_orlogical_xorN)err_msg)r  umathAttributeErrorfromnumericrS  r  r  r   ninrq   r)   rs   r   )r   r6  ufmfargsurmrs   &      r   test_testUfuncRegression#TestUfuncs.test_testUfuncRegression'
  s1   & %  %   %$&.  ! #) 	
    % '1  "    $ &0  * ,:   & (/ 1:  ' )5 7F  $   ". 0=A"-UA& *B66'266?DTBTB1ryy|Q7bggrww:5& " -[!,-s   DD%$D%c                @   V P                   ^ ,          p\        \        V^ R7      '       * 4       \        \        V^ R7      4       \	        \        VR,          ^ R7      ^ 4       \	        \        V^ R7      ^ 4       \	        \        P                  ! V4      \        4       R# )r   r  r  N)
r   rn   r   rb   rq   rf   rX   r   r   r   r  s   & r   test_reduceTestUfuncs.test_reduceE
  sh    FF1IGAA&&'#$S2Q'+WQQ'+SZZ]B'r   c                   \        ^^4      P                  ^^4      p\        V^8  V4      p\        VP	                  4       VP	                  4       4       \        VP                  4       ^4       \        VP	                  ^ 4      VP	                  ^ 4      4       \        VP                  ^ 4      . RO4       \        VP	                  ^4      ^ ,          P                  4       \        VP                  ^4      ^ ,          P                  4       R# )r   N)r   r   r  r  )r   r]   rH   rq   rI   rL   rn   r   )r   r   amasks   &  r   test_minmaxTestUfuncs.test_minmaxN
  s    1bM!!!Q'QUA&UYY[!%%'*UYY[!$UYYq\1558,UYYq\<0		!Q$$%		!Q$$%r   c                J   \        . RO. ROR7      p\        P                  ! V4      p\        R^ ^\        P                  ! ^4      R.. ROR7      p\        W#4       \        VP                  VP                  4       \        \        VP                  \        4      '       * 4       R# )r   r   Nr   r  r  r   r   r   r   r   )r=   r   rd   rq   r   rn   r  r   )r   r   r   rT  s   &   r   test_ndarray_maskTestUfuncs.test_ndarray_maskY
  sn    )@wwqzAq"''!*b9$35T#TYY-Jtyy+667r   c                  a \        R R.^^ .R7      o\        \        \        P                  SR4       \        \        \        P
                  SR4        ! V3R lR4      pV! 4       p\        VS,          R8H  4       \        SV,          R8H  4        ! R R	4      pV! 4       p\        SP                  V4      \        J 4       \        \        \        P                  ! SV4      R
8H  4      4       \        SP                  V4      \        J 4       \        VS,          R8H  4       \        SV,          R
8H  4       \        SV,          R8H  4       R# )r   r   r   r\  c                   V   <a  ] tR tRt o  ZP                  ^,           tR tR tRtV tR# )<TestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClassij
  c                    R # )My mulr   r   others   &&r   __mul__DTestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass.__mul__m
      r   c                    R # )My rmulr   r  s   &&r   __rmul__ETestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass.__rmul__p
       r   r   N)	r!  r"  r#  r$  __array_priority__r  r  r%  r&  )r(  r   s   @r   MyClassr  j
  s%     !"!5!5!9 ! !r   r  r  r  c                   6   a  ] tR tRt o ^dtR tR tR tRtV t	R# )=TestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass2ix
  c                    R # )Me2mulr   r  s   &&r   r  ETestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass2.__mul__{
  r  r   c                    R # )Me2rmulr   r  s   &&r   r  FTestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass2.__rmul__~
  r  r   c                    R # )Me2rdivr   r  s   &&r   __rtruediv__JTestUfuncs.test_treatment_of_NotImplemented.<locals>.MyClass2.__rtruediv__
  r  r   r   N)
r!  r"  r#  r$  r  r  r  r  r%  r&  r'  s   @r   MyClass2r  x
  s     !$ !! !r   r  r  r  r  N)r=   rw   rC  r  multruedivrn   r  NotImplementedr   rP   rV   __truediv__)r   r  mer  me_toor   s   &    @r    test_treatment_of_NotImplemented+TestUfuncs.test_treatment_of_NotImplementedc
  s    "bA/iq%8i!1!11e<	! 	! YQ("#B)#$
	! 
	! 		&!^34HNN1f-:;<f%78
h&'F
i'(F
i'(r   c                   \         P                  P                  R \         P                  .^ ^.R7      p\        P
                  ! 4       ;_uu_ 4        \        P                  ! R4       \        V4       \        V^4       V^ 8   \        V4       \        V4       \        V4       \        V4       \        V4       \        V4       \        V^4       \!        VR 4       RRR4       R#   + '       g   i     R# ; i)r   r   errorN)r   r  r   re  warningscatch_warningsfilterwarningsr(   r   rd   r7   rh   r   r   r   r$   r   rN  s   & r   test_no_masked_nan_warnings&TestUfuncs.test_no_masked_nan_warnings
  s     EEKKbffQFK3$$&&##G, F1IE GFF1I1IAJ 1aL Q) '&&&s   BC((C9	c                J   \         P                  ! ^ ^R4      p\         P                  P                  V4      p\         P                  ! RR7      ;_uu_ 4        VR,          p\         P
                  P                  W1^,          4       RRR4       R#   + '       g   i     R# ; i)r   皙?raise)underr   N)r   r   r  r   rd  rU  rp   )r   r   XX2s   &   r   test_masked_array_underflow&TestUfuncs.test_masked_array_underflow
  sb    IIaC EEKKN[[w''SBJJ))"!e4 ('''s   0BB"	r  N)r!  r"  r#  r$  r   r  r  r  r  r  r  r  r  r%  r&  r'  s   @r   r  r  
  s8     5%;<(	&8')R85 5r   r  c                      a  ] tR tRt o 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 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 t!R t"V t#R!# )" TestMaskedArrayInPlaceArithmetici
  c                   \        ^
4      p\        ^
4      p\        ^
4      p\        V^&   WV3V n        VP                  \        4      VP                  \        4      VP                  \        4      3V n        \        P                  R,          \        P                  R,          ,           V n        V P                   Uu. uF#  p\        P                  ! V4      P                  NK%  	  upV n        VP                  \        P                  4      VP                  \        P                  4      VP                  \        P                  4      3V n        R# u upi )r   
AllIntegerAllFloatN)r   r<   intdatar   r   	floatdatar   	typecodes
othertypesr   r  uint8	uint8data)r   r   r   r   r  s   &    r   r   -TestMaskedArrayInPlaceArithmetic.setup_method
  s    2J2JBZ1bz((5/188E?BIIe<LM,,|4r||J7OO59__E_288A;++_EHHRXXHHRXXIIbhh
 Fs   =)Ec                   V P                   w  rp\        V^&   V^,          p\        W^,           4       V^,          p\        W2^,           4       V P                  w  rpVP                  P
                  P                  pVR,          p\        WQP                  P
                  P                  8H  4       \        WR,           4       R# )r   r   N)r  r<   rq   r  r   r  rn   )r   r   r   r   r  id1s   &     r   test_inplace_addition_scalar=TestMaskedArrayInPlaceArithmetic.test_inplace_addition_scalar
  s    \\
r1	QQA
aRQ^^
rffmm  	Rvv}})))*QBr   c                >   V P                   w  rpVP                  p\        ^
\        P                  R7      p\
        VR&   W,          pW5,          p\        WV,           4       \        W2V,           4       \        VP                  \        WEP                  4      4       R# r   r   Nr   )r  r   r   r   int16r<   rq   r;   r   r   r   r   rU  r   s   &     r   test_inplace_addition_array<TestMaskedArrayInPlaceArithmetic.test_inplace_addition_array
  sn    \\
rGG2RXX&"	
QARQRWWga01r   c                    V P                   w  rpV^,          p\        W^,
          4       V^,          p\        W2^,
          4       R# r  )r  rq   r   r   r   r   s   &   r   test_inplace_subtraction_scalar@TestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_scalar
  s9    \\
r	QQA
aRQr   c                *   V P                   w  rpVP                  p\        ^
\        R7      p\        VR&   W,          pW5,          p\        WV,
          4       \        W2V,
          4       \        VP                  \        WEP                  4      4       R# r  r  r   r   r   r<   rq   r;   r  s   &     r   test_inplace_subtraction_array?TestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_array
  j    ^^
rGG2U#"	
QARQRWWga01r   c                    V P                   w  rpVR ,          p\        W^,          4       VR ,          p\        W2^,          4       R# )r   N)r  rq   r  s   &   r   "test_inplace_multiplication_scalarCTestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_scalar
  s9    ^^
r	SQA
c	RQr   c                *   V P                   w  rpVP                  p\        ^
\        R7      p\        VR&   W,          pW5,          p\        WV,          4       \        W2V,          4       \        VP                  \        WEP                  4      4       R# r  r  r  s   &     r   !test_inplace_multiplication_arrayBTestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_array
  r   r   c                    V P                   w  rp\        ^
4      ^,          p\        ^
4      ^,          p\        V^&   V^,          p\        W4       V^,          p\        W24       R# r   N)r  r   r<   rq   r  s   &   r    test_inplace_division_scalar_intATestMaskedArrayInPlaceArithmetic.test_inplace_division_scalar_int  sT    \\
r2JNBZ!^1	aQ
qRr   c                    V P                   w  rpVR ,          p\        WR ,          4       V\        ^
4      ,          p\        V\        R4      4       R# )r   N)r   )r  rq   r   rT   r  s   &   r   "test_inplace_division_scalar_floatCTestMaskedArrayInPlaceArithmetic.test_inplace_division_scalar_float  s@    ^^
r	SQC 
fRjRe%r   c           	     D   V P                   w  rpVP                  p\        ^
\        R7      p\        VR&   W,          pW5,          p\        WV,          4       \        W2V,          4       \        VP                  \        \        WEP                  4      V^ 8H  4      4       R# r  r  r  s   &     r   !test_inplace_division_array_floatBTestMaskedArrayInPlaceArithmetic.test_inplace_division_array_float  su    ^^
rGG2U#"	
QARQRWWgga&816CDr   c                   R R R R\         R,          RRR	RR RR.p. ROp. ROp. ROp\        WR7      p\        W$R7      pWV,          p\        VP                  . RO4       \        VP                  R R R R
\         ) R,          RRR R R RR.4       VP                  4       pWV,          p\        VP                  . RO4       \        VP                  R R R R
\         ) R,          RRR R R RR.4       R# )r   r   r   r   r   r   r   Nr   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )r   r=   rq   r   r   r   )r   r   r   r   r   r   r   r   s   &       r   test_inplace_division_misc;TestMaskedArrayInPlaceArithmetic.test_inplace_division_misc#  s    Rb2gr2tS"b"EA11!%!%GQWWBCQWW"b#sRxRRRL	N WWY
RXXCDQWW"b#sRxRRRL	Nr   c                p   \        . RO. ROR7      pV^,           p\        VP                  . RO4       \        VP                  . RO4       V^,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. ROR7      ,           p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. ROR7      ,          p\        VP                  . RO4       \        VP                  . RO4       R# )	r   r   Nr   rc  )r   r   r   r   r   r   r   r   r>  r   s   &  r   test_datafriendly_add6TestMaskedArrayInPlaceArithmetic.test_datafriendly_add7  s    )),URWWi(RWWi(	QQVVY'QVVY')),yy11RWWi(RWWi()),	U99--QVVY'QVVY'r   c                   \        . RO. ROR7      pV^,
          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV^,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. ROR7      ,
          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. ROR7      ,          p\        VP                  . RO4       \        VP                  . RO4       R# )	r   r   Nr   rc  )r   r   r   r   r  r   r>  r   s   &  r   test_datafriendly_sub6TestMaskedArrayInPlaceArithmetic.test_datafriendly_subM  s     )),URWWi(RWWi()),	QQVVY'QVVY')),yy11RWWi(RWWi()),	U99--QVVY'QVVY'r   c                   \        . RO. ROR7      pV^,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV^,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. ROR7      ,          p\        VP                  . RO4       \        VP                  . R	O4       \        . RO. ROR7      pV\        . RO. ROR7      ,          p\        VP                  . RO4       \        VP                  . R	O4       R# )
r   r   Nr   rc  r   r   r   r  r   )r   r  r   r   r>  r   s   &  r   test_datafriendly_mul6TestMaskedArrayInPlaceArithmetic.test_datafriendly_muld  s     )),URWWi(RWWi()),	QQVVY'QVVY')),|)44RWWj)RWWi()),	U<i00QVVZ(QVVY'r   c                   \        . RO. ROR7      pVR,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pVR,          p\        VP                  . RO4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. R	OR7      ,          p\        VP                  . R
O4       \        VP                  . RO4       \        . RO. ROR7      pV\        . RO. R	OR7      ,          p\        VP                  . R
O4       \        VP                  . RO4       R# )r   r   r   Nr   rc  )r   r   r   rH  )r   r  g      >@r   )r   r  r   r   r>  r   s   &  r   test_datafriendly_div6TestMaskedArrayInPlaceArithmetic.test_datafriendly_div{  s     )),VRWW12RWWi(,Y/	RQVV01QVVY',Y/Y77RWW01RWWi(,Y/	U?33QVV./QVVY'r   c                   \        . RO. ROR7      pVR,          p\        VP                  . RO4       \        VP                  . RO4       VR,          p\        VP                  . RO4       \        VP                  . RO4       R# )r   r   r  NrH  rc  )r   ;f@r   )r   r#  r   r>  r   s   &  r   test_datafriendly_pow6TestMaskedArrayInPlaceArithmetic.test_datafriendly_pow  s\     ,Y/#XRWW12RWWi(	c	QVV/0QVVY'r   c                   \        ^^.^^..4      p\        ^^.^ ^ .R7      pW,          p\        V^^.^^..4       VP                  \        Jd   \        VP                  ^ ^ .^ ^ ..4       \        ^^.^^..4      p\        ^^.^ ^.R7      pW,          p\        V^^.^^..4       \        VP                  ^ ^.^ ^..4       R# r   r   Nr   rq   r   rR   r   s   &  r   test_datafriendly_add_arrays=TestMaskedArrayInPlaceArithmetic.test_datafriendly_add_arrays      Aq6Aq6"#1a&1v&	Q!Q!Q()661a&1a&!12Aq6Aq6"#1a&1v&	Q!Q!Q()QVVq!fq!f-.r   c                   \        ^^.^^..4      p\        ^^.^ ^ .R7      pW,          p\        V^ ^ .^^..4       VP                  \        Jd   \        VP                  ^ ^ .^ ^ ..4       \        ^^.^^..4      p\        ^^.^ ^.R7      pW,          p\        V^ ^ .^^..4       \        VP                  ^ ^.^ ^..4       R# r'  r(  r   s   &  r   test_datafriendly_sub_arrays=TestMaskedArrayInPlaceArithmetic.test_datafriendly_sub_arrays  r+  r   c                   \        ^^.^^..4      p\        ^^.^ ^ .R7      pW,          p\        V^^.^^..4       VP                  \        Jd   \        VP                  ^ ^ .^ ^ ..4       \        ^^.^^..4      p\        ^^.^ ^.R7      pW,          p\        V^^.^^..4       \        VP                  ^ ^.^ ^..4       R# r'  r(  r   s   &  r   test_datafriendly_mul_arrays=TestMaskedArrayInPlaceArithmetic.test_datafriendly_mul_arrays  r+  r   c           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rp\
        V^&   VS! ^4      ,          p\        WS! ^4      ,           4       VS! ^4      ,          p\        W2S! ^4      ,           4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r   .0r  ri  s   & r   	<genexpr>UTestMaskedArrayInPlaceArithmetic.test_inplace_addition_scalar_type.<locals>.<genexpr>       B>ahhqkk>    N)r  r  r  r  r  r<   rq   r   r   r   r   ri  s   &   @r   !test_inplace_addition_scalar_typeBTestMaskedArrayInPlaceArithmetic.test_inplace_addition_scalar_type  s    A((**''0B4>>B
r1QqT	QAaD)ad
RQqT* +* !***s   BCCc           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rpVP
                  p\        ^
SR7      p\        VR&   W,          pW5,          p\        WV,           4       \        W2V,           4       \        VP
                  \        WEP
                  4      4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  TTestMaskedArrayInPlaceArithmetic.test_inplace_addition_array_type.<locals>.<genexpr>  r9  r:  r   Nr   
r  r  r  r  r  r   r   r<   rq   r;   r   r   r   r   rU  r   ri  s   &     @r    test_inplace_addition_array_typeATestMaskedArrayInPlaceArithmetic.test_inplace_addition_array_type      A((**''0B4>>B
rGG2Q'"QA&RQ'RWWga&89 +* !***   B/C++C<c           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rpVS! ^4      ,          p\        WS! ^4      ,
          4       VS! ^4      ,          p\        W2S! ^4      ,
          4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  XTestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_scalar_type.<locals>.<genexpr>  r9  r:  Nr  r  r  r  r  rq   r;  s   &   @r   $test_inplace_subtraction_scalar_typeETestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_scalar_type      A((**''0B4>>B
rQqT	QAaD)ad
RQqT* +* !***   A>B::Cc           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rpVP
                  p\        ^
SR7      p\        VR&   W,          pW5,          p\        WV,
          4       \        W2V,
          4       \        VP
                  \        WEP
                  4      4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  WTestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_array_type.<locals>.<genexpr>  r9  r:  r   Nr   rA  rB  s   &     @r   #test_inplace_subtraction_array_typeDTestMaskedArrayInPlaceArithmetic.test_inplace_subtraction_array_type  rE  rF  c           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rpVS! ^4      ,          p\        WS! ^4      ,          4       VS! ^4      ,          p\        W2S! ^4      ,          4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  [TestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_scalar_type.<locals>.<genexpr>  r9  r:  NrJ  r;  s   &   @r   'test_inplace_multiplication_scalar_typeHTestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_scalar_type  rM  rN  c           
       a V P                    F  o\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       V3R lV P                   4       w  rpVP
                  p\        ^
SR7      p\        VR&   W,          pW5,          p\        WV,          4       \        W2V,          4       \        VP
                  \        WEP
                  4      4       RRR4       K  	  R#   + '       g   i     K  ; i)r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  ZTestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_array_type.<locals>.<genexpr>  r9  r:  r   Nr   rA  rB  s   &     @r   &test_inplace_multiplication_array_typeGTestMaskedArrayInPlaceArithmetic.test_inplace_multiplication_array_type  rE  rF  c                  a \         P                  R ,           Uu0 uF#  p\         P                  ! V4      P                  kK%  	  ppV P                   F  o\
        P                  ! 4       ;_uu_ 4        \
        P                  ! R4       V3R lV P                   4       w  r4p\        ^
SR7      S! ^4      ,          p\        ^
SR7      S! ^4      ,          p\        V^&    VS! ^4      ,          pVS! ^4      ,          p\        W44       \        WT4       RRR4       K  	  R# u upi   \         d    RS R2pST9   g   Q T4       h L4i ; i  + '       g   i     EK  ; i)Complexr  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  [TestMaskedArrayInPlaceArithmetic.test_inplace_floor_division_scalar_type.<locals>.<genexpr>  r9  r:  r   Supported type  throwing TypeErrorN)r   r  r   r  r  r  r  r  r  r   r<   rq   rC  )r   ri  unsupportedr   r   r   msgs   &`     r   'test_inplace_floor_division_scalar_typeHTestMaskedArrayInPlaceArithmetic.test_inplace_floor_division_scalar_type  s    24i1HI1HArxx{''1HIA((**''0B4>>B
r2Q'!A$.Ba(1Q4/11!A$JA1Q4KB & ' +* ! J ! 1+A3.ABC+0S0+1 +**s0   )D"2A-E 4D''E		EE			EEc                  a \         P                  R ,           Uu0 uF#  p\         P                  ! V4      P                  kK%  	  ppV P                   F  o\
        P                  ! 4       ;_uu_ 4        \
        P                  ! R4       V3R lV P                   4       w  r4pVP                  p\        ^
SR7      p\        VR&    W7,          pWW,          p\        W4V,          4       \        WTV,          4       \        VP                  \        \        WgP                  4      VS! ^ 4      8H  4      4       RRR4       K  	  R# u upi   \         d    RS R2pST9   g   Q T4       h L4i ; i  + '       g   i     EK-  ; i)r_  r  c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  ZTestMaskedArrayInPlaceArithmetic.test_inplace_floor_division_array_type.<locals>.<genexpr>2  r9  r:  r   rb  rc  Nr   )r   r  r   r  r  r  r  r  r  r   r   r<   rq   r;   rC  )	r   ri  rd  r   r   r   rU  r   re  s	   &`       r   &test_inplace_floor_division_array_typeGTestMaskedArrayInPlaceArithmetic.test_inplace_floor_division_array_type+  s/    24i1HI1HArxx{''1HIA((**''0B4>>B
rGG2Q'"1GAHB F+ !V, 66 2Q!A$Y@ +* ! J" ! 1+A3.ABC+0S0+1 +**s1   )E2AE-A0EE*	'E-)E*	*E--E?c           
       a V P                    EF)  o\        4       ;_uu_ 4       pVP                  \        4       V3R  lV P                   4       w  r#p\        ^
SR7      S! ^4      ,          p\        ^
SR7      S! ^4      ,          p\        V^&    VS! ^4      ,          p\        W#4        VS! ^4      ,          p\        WC4       \        S\        P                  4      '       d&   \        \!        VP"                  4      ^RS R24       M$\        \!        VP"                  4      ^ RS R24       RRR4       EK,  	  R#   \        \        3 d,   p\        P                  ! \        T4      ^R7        Rp?LRp?ii ; i  \        \        3 d,   p\        P                  ! \        T4      ^R7        Rp?LRp?ii ; i  + '       g   i     EK  ; i)c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  UTestMaskedArrayInPlaceArithmetic.test_inplace_division_scalar_type.<locals>.<genexpr>I  r9  r:  r   
stacklevelNFailed on type=.)r  ry   recordr  r  r   r<   rq   DeprecationWarningrC  r  warnr   
issubclassr   integerr   r7   )r   r  r   r   r   eri  s   &     @r   !test_inplace_division_scalar_typeBTestMaskedArrayInPlaceArithmetic.test_inplace_division_scalar_typeC  sY   A"$$

;'B4>>B
r2Q'!A$.Ba(1Q4/181IA &8!A$JB ' a,, SWWqOA3a2HI SWWqOA3a2HI? %$ !* +I6 8MM#a&Q778
 +I6 8MM#a&Q7783 %$$s[   A,F<D>,E=A)F<>E:	!E5	0F<5E:	:F<=F9	!F4	/F<4F9	9F<<Gc                  a V P                    EFJ  o\        4       ;_uu_ 4       pVP                  \        4       V3R  lV P                   4       w  r#pVP
                  p\        ^
SR7      p\        VR&    W&,          p\        W#V,          4        WF,          p\        WCV,          4       \        VP
                  \        \        WVP
                  4      VS! ^ 4      8H  4      4       \        S\         P"                  4      '       d&   \        \%        VP&                  4      ^RS R24       M$\        \%        VP&                  4      ^ RS R24       RRR4       EKM  	  R#   \        \        3 d-   p\        P                  ! \        T4      ^R7        Rp?ELRp?ii ; i  \        \        3 d,   p\        P                  ! \        T4      ^R7        Rp?LRp?ii ; i  + '       g   i     EK  ; i)c              3   D   <"   T F  qP                  S4      x  K  	  R # 5ir   r4  r5  s   & r   r7  TTestMaskedArrayInPlaceArithmetic.test_inplace_division_array_type.<locals>.<genexpr>l  r9  r:  r   rp  Nrr  rs  r   )r  ry   rt  r  r  r   r   r<   rq   ru  rC  r  rv  r   r;   rw  r   rx  r   r7   )	r   r  r   r   r   rU  r   ry  ri  s	   &       @r    test_inplace_division_array_typeATestMaskedArrayInPlaceArithmetic.test_inplace_division_array_typeg  sk   A"$$

;'B4>>B
rGG2Q'"8FA E*8GB U+ 66 2Q!A$Y@ a,, SWWqOA3a2HI SWWqOA3a2HIE %$ !( +I6 8MM#a&Q778 +I6 8MM#a&Q7789 %$$s\   AG6EAF'A)GF	0!F	GF	GG	0!G	GG	GG0c           	     R   V P                    EF   p\        P                  ! 4       ;_uu_ 4        \        P                  ! R 4       \	        . RO. ROVR7      pW!! ^4      ,          p\	        . RO. ROVR7      p\        VP                  VP                  4       \        VP                  VP                  4       W!! ^4      ,          p\        VP                  VP                  4       \        VP                  VP                  4       RRR4       EK  	  R#   + '       g   i     EK  ; i)r  r  Nr   rc  r  )r  r  r  r  r   rq   r   r   )r   ri  r   r   xx_rs   &    r   test_inplace_pow_type6TestMaskedArrayInPlaceArithmetic.test_inplace_pow_type  s    A((**''0))1=!A$Y^)1ERWWdii0RWWdii0ad
QVVTYY/QVVTYY/ +* !***s   CDD&)r  r  r  r  N)$r!  r"  r#  r$  r   r  r  r  r  r  r  r	  r  r  r  r  r  r  r   r$  r)  r-  r0  r<  rC  rK  rR  rW  r\  rf  rk  rz  r  r  r%  r&  r'  s   @r   r  r  
  s     
 
2 
2 
2	&
EN((,(.(.(.
(///
+:	+:	+:1(10"JH%JN0 0r   r  c                     a  ] tR tRt o 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 4       tR tR tR tR t]P2                  P5                  RR4      ]P2                  P5                  RR4      R 4       4       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( t*R) t+R* t,R+ t-R, t.R-t/V t0R.# )/TestMaskedArrayMethodsi  c           
        \         P                  ! . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#N4      pVP                  ^^4      pVP                  ^^^^4      p\         P                  ! . ^ N^N^ N^N^ N^ N^N^ N^N^N^ N^N^ N^ N^ N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^ N^ N^ N^ N^N^ N^N^ N4      p\        WR$7      p\        W$P                  VP                  4      R$7      p\        W4P                  VP                  4      R$7      p\         P                  ! . ^N^N^ N^N^ N^ N^N^N^N^N^ N^N^ N^ N^N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^N^ N^ N^ N^N^ N^N^N4      p\        WR$7      p	\        W(P                  VP                  4      R$7      p
\        W8P                  VP                  4      R$7      pWW4WVWyW3
V n        R%# &      @Gz.@-!@      !@&1?ʡE@\( @Q@{G#@Pn@h|?!@!rh@jt@J+@zGa@!rh@ʡE@-@)\(@(\B#@+@uV@~j@"~@K7@
ףp=J#@Gz@Mb@}?5^#@羟/$@!rhm@-#@J+@Mb@ʡ@-?r   r   Nr   r   r]   r_   r   r   r   r  XXrU  r  mXmXXr   m2xm2Xm2XXs   &           r   r   #TestMaskedArrayMethods.setup_method     HH @e @U @E @3 @ @u @@ @"'@).@05@7<@@"@$)@+0@27@9>@ @ !@ #(@ */@ 16@ 8=@ 	@ #	@ %*	@ ,1	@ 38	@ :?	@
 @
 #@
 %*@
 ,1@
 38@
 :?@ A IIaOYYq!Q"HH 'a ' 'A 'q '! 'Q '''''!"'$%'''''!"'$%' ' ' '  ' "#' %&' 	' 	' 	'  	' "#	' %&	'
 '
 '
 '
  '
 "#'
 %&' ( "		!'' 23))BHH"56XX (q (! (Q ( (1 (a (((( ("#(%&(((( ("#(%&( ( ( (  !( #$( &'( 	( 	( 	(  !	( #$	( &'	(
 (
 (
 (
  !(
 #$(
 &'( ) $AGG!45"::bhh#78rs;r   c           
        \        . RO4      p\        VP                  4       VP                  P                  4       4       \        VP	                  4       VP                  P	                  4       4       \        VP                  4       VP                  P                  4       4       \        VP                  4       VP                  P                  4       4       \        VP                  ^ ^^^^4      VP                  P                  ^ ^^^^4      4       \        VP                  . RO4      VP                  P                  . RO4      4       \        VP                  4       VP                  P                  4       4       \        VP                  4       VP                  P                  4       4       \        ^^.^^..4      p\        VP                  4       VP                  P                  4       4       \        VP                  4       VP                  P                  4       4       \        VP                  ^^.4      VP                  P                  ^^.4      4       \        VP                  4       VP                  P                  4       4       R# )r   Nr   r   )r   rq   r   r   r   argmaxargminr   compressconjr   diagonalrf   rg   rj   r   r   rU  s   &  r   test_generic_methods+TestMaskedArrayMethods.test_generic_methods  s   )QUUWaggkkm,QUUWaggkkm,QXXZ!12QXXZ!12QXXaAq!,aggnnQ1a.KLQZZ	*AGG,<,<Y,GHQVVXqww||~.Q[[]AGG$5$5$78Aq6Aq6"#QZZ\177#3#3#56QUUWaggkkm,QVVQF^QWW\\1a&%9:Q[[]AGG$5$5$78r   c                   \         P                  P                  ^
4      pV\         P                  P                  ^
4      R,          ,           p\        \	        W4      4       \         P
                  V^ &   \        \	        W4      '       * 4       \         P
                  V^ &   \        \	        W4      4       \        V4      p\        VR&   \        \	        WRR7      4       \        \	        WRR7      '       * 4       VR,          p^ V^ &   \        \	        V^ RR7      4       \        \         P                  ! \         P                  4      P                  .\         P                  R7      p\        \	        W4      4       R# )r   g:0yE>T)r>   Fr   Nr   )r   r   r   rn   r   r  r=   r<   r%  int_rL   r   s   &  r   test_allclose$TestMaskedArrayMethods.test_allclose  s    IINN2		r"T))vv!HQN"#vv!O"D12HQ667	T	!AD12 "((277+//0@r   c                    \         P                  ! . RO.RR7      p\        W^ R7      '       g   Q h\        W\         P                  ! ^R4      R7      '       g   Q hR# )r   zm8[ns]r   )atolrM  Nr{  )r   r   r   rV  r  s   & r   test_allclose_timedelta.TestMaskedArrayMethods.test_allclose_timedelta  sG     HHl^841%%%%2>>!T#:;;;;r   c                z   \         P                  ! . RO. RO. RO.4      p\         P                  ! . RO. R	O. R
O.\         P                  R7      p\        WR7      pVR8  pVR8  p\	        VP                  4       '       * 4       \	        VP                  4       4       \        VP                  ^ 4      . RO4       \        VP                  ^4      . RO4       \        VP                  ^ 4      . RO4       \        VP                  ^4      . RO4       \	        VP                  4       '       * 4       \	        VP                  4       4       \        VP                  ^ 4      . R
O4       \        VP                  ^4      . R	O4       \        VP                  ^ 4      . R
O4       \        VP                  ^4      . R
O4       R# )p=
ף?r   r   r   N)r  gp=
ף?g?)gQ?gQ?g)\(?)gףp=
?gףp=
?gffffff?r  r  r}  rm  r  )r   r   r-  r=   rn   r   r   rq   )r   r   rU  r  mxbigmxsmalls   &     r   test_allany"TestMaskedArrayMethods.test_allany  s6   HH(((* + HH*+)+24''; !$c8EIIK 		UYYq\#78UYYq\#78UYYq\#78UYYq\#56GKKM!"W[[^%89W[[^%:;W[[^%89W[[^%89r   c                   \        R\        R 7      p\        . RORR7      p\        VP	                  4       \
        J 4       VP	                  VR7       \        V4       \        VP                  R4       \        V\
        J4       \        R\        R 7      p\        VP                  4       \
        J 4       VP                  VR7       \        V'       * 4       \        VP                  R4       \        V\
        J4       R# )r   Tr   r  Nr   r   )r%   r-  r   rn   r   r<   r   r   )r   storera  s   &  r   test_allany_oddities+TestMaskedArrayMethods.test_allany_oddities  s    b%YT*
f$%UT"V#$b%
f$%UE	T"V#$r   c           
        V P                   w
  rr4rVrxr\        VP                  4       ^#4       \        VP                  4       ^#4       \        VP                  4       ^4       \        V	P                  4       ^4       \        VP                  4       ^4       \        VP                  4       ^4       \        VP                  4       ^4       \        V	P                  4       ^4       \        VP                  ^ 4      . RO4       \        V	P                  ^ 4      . RO4       \        VP                  ^ 4      . RO4       \        V	P                  ^ 4      . RO4       \        VP                  ^4      . RO4       \        V	P                  ^4      . RO4       \        VP                  ^4      . RO4       \        V	P                  ^4      . R	O4       R# )
#   N)r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   rq   r  r  )r   r   r  r  rU  r  r  r  r  r  r  s   &          r   test_argmax_argmin)TestMaskedArrayMethods.test_argmax_argmin  s.   59VV2rbcRYY["%RYY["%SZZ\1%SZZ\1%RYY["%RYY["%SZZ\2&SZZ\2&RYYq\#56SZZ]$67RYYq\#56SZZ]$67RYYq\#78SZZ]$67RYYq\#56SZZ]$67r   c                   \         P                  ! . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#N4      p\         P                  ! . ^ N^N^ N^N^ N^ N^N^ N^N^N^ N^N^ N^ N^ N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^ N^ N^ N^ N^N^ N^N^ N4      p\        WR$7      pVP                  ^^4      p\        VP                  VP                  4       \        VP
                  VP                  ^^4      4       \        VP
                  VP
                  P                  ^^4      4       R%# )&r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   N)r   r   cliprq   r   r   )r   r   rU  r  clippeds   &    r   	test_clip TestMaskedArrayMethods.test_clip5  s   HH @e @U @E @3 @ @u @@ @"'@).@05@7<@@"@$)@+0@27@9>@ @ !@ #(@ */@ 16@ 8=@ 	@ #	@ %*	@ ,1	@ 38	@ :?	@
 @
 #@
 %*@
 ,1@
 38@
 :?@ A HH :a : :A :q :! :Q : :1 :a : :A :q :::: :"#:%&:():+,:./:12:45:78:::: :"#:%&:():+,:./:12:45:78: ; 1''!Q-W\\277+W]]AFF1aL1W]]BHHMM!Q$78r   c                    \         P                  ! ^
4      p\         P                  P                  V^ ^.^,          R7      pVP	                  ^ ^VR7       \        VP                  ^ ^.^,          4       R# )r   r   r  N)r   r   r  r   r  rq   r   r  s   &  r   test_clip_out$TestMaskedArrayMethods.test_clip_outF  sX    IIbMEEaq!fqj1	q!QVVaVaZ(r   c                   \        . RORR7      pVR8  VR8  ,          p\        VP                  V4      RR.4       \        V^^.&   VP                  V4      p\        VP                  RR.4       \        VP
                  ^ ^.4       \        VP                  R4       \        W1V,          4       VR8  pVP                  V4      p\        VP                  . RO4       \        VP
                  . RO4       \        VP                  R4       \        W1V,          4       \        . RO. RO.. RO. RO.R7      pVP                  VP                  4       ^8  4      p\        VP                  . RO4       \        VP
                  . RO4       \        P                  ! . RO4      pVP                  V^8  ^R	7      p\        VP                  ^
^.^(^<..4       \        VP
                  ^ ^.^^ ..4       R
# )r   r   r   r   rG  r8  rR        @r   r  Nr#  rH  rc  r  r  r  r  r   )r  r  r  r  r   )r   r   r   )
r=   rq   r  r<   r   r   rI  r[   r   r   )r   r   	conditionr   r   s   &    r   test_compress$TestMaskedArrayMethods.test_compressM  s   -$?WS)	QZZ	*RH51a&	JJy!QWWr2h'QWWq!f%Q\\4(Q)%V	JJy!QWWl+QWWi(Q\\4(Q)%,5()46JJqwwyB'QWW./QWWl+HHYJJqAvAJ&QWWBx"b23QWW1v1v./r   c                    \        . RO. ROR7      pVP                  4       p\        W!4       \        V^ &   VP                  4       p\        V. RO4       R# )r   r   Nr{  r   r   r   r   r`  )r   
compressedrq   r<   r   s   &  r   test_compressed&TestMaskedArrayMethods.test_compressedl  s?    ,\2LLNQ!LLNQ	"r   c                0   R \         3R\        3R.p\        . ROVR7      p\        \	        VP
                  P                  4       4      \	        V4      4       \        V4      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        \	        V4      VR7      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        . RO. ROR7      p\        V4      p\        \        P                  ! VP                  VP                  4      '       * 4       VP                  \        4      p\        \        P                  ! VP                  VP                  4      4       R# 	r   r   r   r   Nr   ))r   ru  z1.1)r   rv  z2.2)r   r  z3.3r   r  )r   r   r=   rq   r   rI  r  r&   r_   r%   rn   r   r  r   r  r   datatyper   r   s   &   r   
test_empty!TestMaskedArrayMethods.test_emptyu  s
   #Jel;L')S**,-s8}=qMQWWagg&Q\\1<<0#a&)QWWagg&Q\\1<<0 )=>qMB''778FF< ##AFFAFF34r   c                &   R \         3R\        3R.p\        . ROVR7      p\        \	        VP
                  P                  4       4      \	        V4      4       \        \	        V4      VR7      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        V4      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        . RO. ROR7      p\        V4      p\        \        P                  ! VP                  VP                  4      '       * 4       VP                  4       p\        \        P                  ! VP                  VP                  4      4       R# r  )r   r   r=   rq   r   rI  r  rl   r_   rm   rn   r   r  r   r  r  s   &   r   
test_zeros!TestMaskedArrayMethods.test_zeros  s   #Jel;L')S**,-s8}=#a&)QWWagg&Q\\1<<0qMQWWagg&Q\\1<<0 )=>qMB''778FFH##AFFAFF34r   c                &   R \         3R\        3R.p\        . ROVR7      p\        \	        VP
                  P                  4       4      \	        V4      4       \        \	        V4      VR7      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        V4      p\        VP                  VP                  4       \        VP
                  VP
                  4       \        . RO. ROR7      p\        V4      p\        \        P                  ! VP                  VP                  4      '       * 4       VP                  4       p\        \        P                  ! VP                  VP                  4      4       R# r  )r   r   r=   rq   r   rI  r  rT   r_   rU   rn   r   r  r   r  r  s   &   r   	test_ones TestMaskedArrayMethods.test_ones  s   #Jel;L')S**,-s8}=Qx(QWWagg&Q\\1<<0aLQWWagg&Q\\1<<0 )=>aLB''778FFH##AFFAFF34r   c           	        \        ^4      p. ROp\        V4      p\        WR7      p\        V^,          \        J 4       \        V^,          \        J 4       ^
^(.V^^.&   \        V^,          \        J 4       \        V^,          \        J4       \        V. RO4       \        \        ^
4      . RO^,          R7      p. ROpVP                  V. RO4       \        V\        . RO4      4       \        VP                  . R	O4       VP                  V\        . RO. R
O4      4       \        V. RO4       \        VP                  . RO4       \        \        ^
4      . RO^,          R7      p\        WE. RO4       \        V\        . RO4      4       \        VP                  . R	O4       \        WE\        . RO. R
O4      4       \        V. RO4       \        VP                  . RO4       R# )r   r   Nr  )r   r   r   r   r  r  )r   r   r   r   )r   r   r   r   )
r   r   r   r   r   r   r   r  r  r  )
r   r   r   r   r   r   r   r   r   r   )r   r   r   r   )
r   r   r   r   r   r   r   r  r  r  )
r   r   r   r   r   r   r   r   r   r   )r   r9   r   rn   r<   rq   r=   rY   r   r   rp   )r   r   r  rU  r   r5  s   &     r   test_putTestMaskedArrayMethods.test_put  sa    1IaL!!!H1a&	!!F"#Q*+/A*=>	aQ @ABQVV;<	alL9:1>?QVV;</A*=>A,Q @ABQVV;<A,|\:;1>?QVV;<r   c                   \        ^
4      p\        RR.RR.R7      pVP                  ^^.V4       \        V^ ,          \        J4       \        V^ ,          ^ 4       \        V^,          \        J4       \        V^,          ^4       \        V^,          \        J 4       \        V^,          \        J4       \        V^,          ^ 4       R# )r   r   FTr   Nr   )rl   r   rY   rn   r<   rq   )r   r   r   s   &  r   test_put_nomask&TestMaskedArrayMethods.test_put_nomask  s    "I2s)5$-0	q!fa!F"#QqT1!F"#QqT1!!F"#QqT1r   c                    \        ^4      p. ROp\        V4      p\        V^,           VRRR7      pVP                  . RO. RO4       \	        VP
                  . RO4       R# )r   Tr  Nr  )r   r   r   r   r   rn  )r   r   r   r   r   )r   r9   r   rY   rq   r   r  s   &    r   test_put_hardmask(TestMaskedArrayMethods.test_put_hardmask  sI    1IaL1q5qDt<
0RXX/r   c                   \        ^4      ^,           p\        V. ROR7      p. ROpVP                  4       p\        WC^c4       \	        V. RO4       VP                  4       p\        WS^c4       \	        VP
                  . RO4       \	        VP                  . RO4       \        . RO. ROR7      pVP                  4       p\        WCV4       \	        VP
                  . R	O4       \	        VP                  . R
O4       VP                  4       p\        WSV4       \	        VP
                  . R	O4       \	        VP                  . RO4       VP                  4       pVP                  4        \        WSV4       \	        V. R	O4       R# )r   r   N)r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   c   r   r   r  )r   r   r   r   r   r   )r   r  r  r  r  r  )r   r   r   r   r   r   )r   r   r  r   r   r  )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   rZ   rq   r   r   r  )r   r   r  r   r   mxxvaluess   &      r   test_putmask#TestMaskedArrayMethods.test_putmask  s   1IM1-.!VVX"R-.ggi2SYY 45SYY 23/6HIVVX&!RXX34RXX12ggi6"SYY 45SYY 23ggi6"S./r   c                   \        . RO.. R	O.R7      pVP                  4       p\        VP                  P                  VP                  4       \        ^ ^ .^^.R7      pVP                  4       p\        VP                  P                  VP                  4       \        . R
O. RORR7      p\        VP                  4       P                  . RO4       RVn        RVn        VP                  4       p\        VP                  . RO4       \        VP                  . R
O4       \        VP
                  R4       \        VP                  RR7      . R
O4       \        VP                  RR7      . RO4       R# )r   r   FrF  rZ  r[  rY  Nrn  r   r   r   r   r   r{  r  r  )r   r   r   r   )r   r[   rq   r   r_   rI  r   )r   r   aravelars   &   r   
test_ravel!TestMaskedArrayMethods.test_ravel  s    ?#?*;<V\\''61a&1v&V\\''1,\%@QWWY__l3WWYRXX|,RXX|,R]]C(QWW3W'6QWW3W'6r   r\  AKCF
data_orderCFc                l   \         P                  ! RVR7      p^ VR&   \         P                  ! R\        VR7      P                  pRVR&   \	        W4R7      pVP
                  P                  P                  VP                  P                  P                  8w  g   Q hVP                  ^ 4      ^ 8H  P                  4       '       g   Q hVP                  V4      pVP                  ^ 4      ^ 8H  P                  4       '       g   Q h\        VP                  V4      VP                  V4      P
                  4       R# )	r   r[  )r   r\  Fr   N)r   r   )r   rx  )r   r   )r   rT   r-  rQ  r   r   rR  fncr   r)   r   r[   rp   )r   r\  r  r,  r   r   raveleds   &&&    r   test_ravel_order'TestMaskedArrayMethods.test_ravel_order!  s    
 gggZ0D	wwwd*=??T
#!ww}}  AGGMM$5$5555q %%''''''%.q!Q&++---- 	399U+QWWU^-A-ABr   c                *   \        ^4      p\        V^ &   VP                  ^^4      p\        VP                  R4       \        VP
                  P                  R4       \        VP                  R4       \        VP
                  P                  R4       R# )r   Nr  r  )r   r<   r]   rq   r_   r   ra  s   &  r   test_reshape#TestMaskedArrayMethods.test_reshape3  sc    1I!IIaOQWWg&QWW]]G,QWWd#QWW]]D)r   c                   \        . RO. R	O\        P                  R7      p\        V4      p\	        VP
                  . R
O4       \	        VP                  . RO4       \        VRR7      p\	        VP
                  . RO4       \	        VP                  . RO4       VP                  4        \	        VP
                  . R
O4       \	        VP                  . RO4       \        . RO. R	O\        P                  R7      pVP                  RR7       \	        VP
                  . RO4       \	        VP                  . RO4       . ROp\        V4      p\        \        \        \        4      '       * 4       \        . RO\        \        P                  R7      p\        VRR7      p\	        VP
                  . RO4       \        . RO. RO\        P                  R7      p\        VRR7      p\	        VP
                  . RO4       \	        VP                  . RO4       \        ^ R.\        P                  R7      p\        VRR7      p\	        V\        R^ .\        P                  R7      4       R# )r   r  Frv  r   stablekindNr   r   r   r   r   r{  r   r   r   r   )r   r   r   r   r  r   )r   r   r   r2  r   )r2  r   r   r   r   r   r   r   r   r   )r   r   r2  r   r   r   r   r   r   r   )r   r   r  rc   rq   r   r   rn   r  sortedr   rR   r  )r   r   sortedxs   &  r   	test_sort TestMaskedArrayMethods.test_sort=  s   ,\Bq'W]]L1W]]L1q%(W]]L1W]]L1	QWWl+QWWl+,\B	uQWWl+QWWl+q'Jv{334#&@q%(W]]$56#/Iq%(W]]$56W]]O41b')qx(WeRG277;<r   c                    \        . RO\        P                  R7      p\        . RO4      p\        VRR7      p\	        W24       R# )r   r   r  r  N)r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r  r   rq   )r   r   r/  computeds   &   r   test_stable_sort'TestMaskedArrayMethods.test_stable_sortb  s2    $BHH5+,18,X(r   c           	     >   \        . RO. RO\        P                  R7      p/ RR/RR/R^/R^RR/R^RR/3 Fb  p\        V3/ VB pV\	        V3/ VB ,          p\        VP                  VP                  4       \        VP                  VP                  4       Kd  	  R# )	r   r  rw  TFrI  Nr  r   )r   r   r  rc   r   rq   r   r   )r   r   kwargsr!  
argsortedxs   &    r   test_argsort_matches_sort0TestMaskedArrayMethods.test_argsort_matches_sorth  s    ,\B!4(!5)$a($aD9$aE:<F 1''G71//0J
(8(89
(8(89<r   c           	        \        . RO. RO.4      pVP                  ^ 4       \        V. RO. RO.4       \        . RO. RO.4      pVP                  ^4       \        V. RO. RO.4       \        . RO. RO.. R	O. R
O.R7      pVP                  ^ 4       \        V. RO. RO.4       \        VP                  . RO. RO.4       \        . RO. RO.. R	O. R
O.R7      pVP                  ^4       \        V. RO. RO.4       \        VP                  . R
O. R
O.4       \        . RO. RO. RO.. RO. RO. RO.. RO. RO. RO.. RO. RO. RO..4      p\        W^,          ^ 8H  &   VP                  4       pVP                  ^c4      pVP                  ^ 4       VP                  ^ 4       \        W#4       VP                  4       pVP                  ^c4      pVP                  ^4       VP                  ^4       \        W#4       VP                  4       pVP                  ^c4      pVP                  ^4       VP                  ^4       \        W#4       R# )r  r   N)r  r   r   )r   r   r  r]  )r  r   r  )r   r   r  )r   r   r  r   rc  r  r   r  r  r   )r=   rc   rq   r   r<   r   r)   )r   r   amans   &   r   test_sort_2d#TestMaskedArrayMethods.test_sort_2dv  s    )Y/0	q	QI./)Y/0	q	QI./)Y/y)6LM	q	QI./QWWy)45)Y/y)6LM	q	QI./QWWy)459i;$i;$i;$i;= > a%1*VVXXXb\



RVVXXXb\



RVVXXXb\



Rr   c                0   \        . RO. R	OR\        3R\        3.R7      p\        . R
O. ROR\        3R\        3.R7      p\        . RO. ROR\        3R\        3.R7      p\        V4      p\        WB4       \        VP                  VP                  4       \        VRR7      p\        WC4       \        VP                  VP                  4       \
        P                  ! R\        ^3.4      pVP                  V4      p\        V4      p\        VRR7      pR# )r   r5  rH  rk  Frv  r3  N)rq  r  r  r   r   r  r  rz  )r  r  r  r  r  r  r  )r  rz  r3  r  rq  r  r  )r  r  r  r  r  r  r  )r  r  rz  r3  r  r  rq  )r  r  r  r  r  r  r  )r   r   rc   rq   r   r   r   r  )r   r   	mask_last
mask_firstr   rr  s   &     r   test_sort_flexible)TestMaskedArrayMethods.test_sort_flexible  s    II:Sz*, II:Sz*,	 II:Sz*,

 AwT%TYY	/Au%T&TYY
0 XXS!}o&FF2JAwAu%r   c                z    \        . RO. ROR7      p\        \        P                  ! V4      \        V4      4       R# )r   r   N)r   r   r   r   r   )r   r   r   r   r   )r   rq   r   r   r  s   & r   test_argsort#TestMaskedArrayMethods.test_argsort  s$    /8RZZ]GAJ/r   c                   \        . RO.4      p\        VP                  4       . RO4       \        . RO.. RO.R7      p\        VP                  4       . RO4       \        VP                  4       P                  . RO4       \        P
                  ! ^..4      pVP                  4       p\        V^4       ^VR&   \        VR,          ^4       \        ^..RR7      pVP                  4       p\        V\        P                  P                  J4       \        VP                  R4       ^VR&   \        VR,          ^4       R# )r   r   .TNr   r7  r  )
r=   rq   squeezer   r   r   rn   r  r<   r   )r   r   r,  arr_sqm_arrm_arr_sqs   &     r   test_squeeze#TestMaskedArrayMethods.test_squeeze  s    YK(T\\^Y/YKyk:T\\^Y/T\\^))95 hhuoVQsSY" qcU.==?,-X]]D)U4[!$r   c                   \         P                  ! . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#N4      p\         P                  ! . ^ N^N^ N^N^ N^ N^N^ N^N^N^ N^N^ N^ N^ N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^ N^ N^ N^ N^N^ N^N^ N4      p\        WR$7      P                  ^^4      pVP                  ^^^^4      pVP                  ^ ^4      p\	        VR&,          VR',          4       VP                  ^ ^4      p\	        VP
                  R(4       R%# ))r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   Nr   )rx  r   )r   r   r   r   )r   r   r]   swapaxesrq   r_   )r   r   rU  r  r  	mXswapped
mXXswappeds   &      r   test_swapaxes$TestMaskedArrayMethods.test_swapaxes  s;   HH @e @U @E @3 @ @u @@ @"'@).@05@7<@@"@$)@+0@27@9>@ @ !@ #(@ */@ 16@ 8=@ 	@ #	@ %*	@ ,1	@ 38	@ :?	@
 @
 #@
 %*@
 ,1@
 38@
 :?@ A HH (a ( (A (q (! (Q (((( ("#(%&(((( ("#(%&( ( ( (  !( #$( &'( 	( 	( 	(  !	( #$	( &'	(
 (
 (
 (
  !(
 #$(
 &'( ) 1%%a+jjAq!$KK1%	Yr]BuI.\\!Q'
Z%%|4r   c           	        \        . RO. RO4      p\        VP                  . RO4      \        . RO. RO4      4       \        VP                  . RO4      V. RO,          4       \        VP                  ^ ^.^ ^..4      \        ^
^.^
^..^ ^.^ ^..4      4       \        V^,          \        P
                  P                  J 4       \        VP                  ^4      \        P
                  P                  J 4       \        . R	O. R
O.. RO. RO.R7      p\        VP                  ^ ^.^R7      \        ^
^.^(^<..^ ^.^^ ..R7      4       \        \        V^ ^.^R7      \        ^
^.^(^<..^ ^.^^ ..R7      4       R# )r   r   r  N)r   r  r  r  rz  )r   r   r   )r   r   r  rc  r  r  r   )r=   rq   rg   rn   r   r  r<   r   r   s   & r   	test_take TestMaskedArrayMethods.test_take  sO   )<8QVVI&\9(MNQVVI&)5QVVaVaV,-!B8b"X"6!Q!Q8HI	K 	!$%q	RUU\\)*<.i5MNQVVQFV+RHr2h/1v1v6FG	IT!aV!,RHr2h/1v1v6FG	Ir   c                   \         P                  ! R4      p\         P                  ! ^4      R,          \         P                  ! ^4      R,          ,           p\        W"\        V4      8  R7      p\	        WRR7      p\        . RO. R	O. R
O. RO. RO.4      p\        WE4       \	        W4      p\        . RO. R	O. R
O. RO. RO.4      p\        ;VR&   ;VR&   VR&   \        WE4       \        VP                  VP                  4       \        RRR7      p\	        W4      p\        ;VR&   VR&   \        WE4       \        VP                  VP                  4       R# )r  Nr   r  mode)r     %   r     r  r  )r  rN  rO  )rN  rO  r  )rO  r  rP  )r  rP  rP  )rP  rP  rP  )r  rP  r  )rP  r  r  r  )r   r   r   r   r  r  r  )r   r   r   r   rg   rq   r<   r   )r   r   indicesmindicesr   ctrls   &     r   test_take_masked_indices/TestMaskedArrayMethods.test_take_masked_indices  s   HH()))A,w'"))A,w*??3q6(9;Af-l!!!"	$ %
 	T A l!!!"	$ %
 065T
5T$Z$t*T TYY		*%O<A "((T
T$ZT TYY		*r   c           
     *   \        \        P                  ! ^4      4      p\        V^R.&   VP	                  4       p\        V^,          RJ 4       \        VR,          RJ 4       RVn        VP	                  4       p. RO. R	O. R
O.p\        V^ ,          . RO4       \        V^,          . R	O4       \        V^,          . R
O4       \        W#4       \        \        \        . RO. RO. RO4      4      R\        3R\        3R.R7      p\        VR&   \        VP	                  4       . RO4       \        RR.RR.R\        3R\        3.R7      pVP	                  4       p\        V^R.^^..4       V^ ,          pVP	                  4       p\        V^R.4       R# )r  Nr   r   r   r  r2  r   )r   Nr   r   )r   r   r   r  )r  r  N   r   )ru  rv  r  )r  r  r  r   r   ))r   ru  s   one)r   rv     two)NNNrz  r  r  )r   r   r   r<   tolistrn   r_   rq   r   r   r   r   )r   r   xlistrT  r   r   s   &     r   test_tolist"TestMaskedArrayMethods.test_tolist!  se    "))B- 1b'

aD !b	T!"
/?@U1X/U1X|,U1X/0U!$s9*02 3 sc5\<@B "QXXZ*	+
 7F#66*:sc3Z02xxzTQI1v./aDxxzTAt9%r   c                ~   \        RR.R\        3R\        3.R7      pV FB  pVP                  4        F+  p\        \	        V\
        P                  4      '       * 4       K-  	  KD  	  RVP                  ^ &   V FB  pVP                  4        F+  p\        \	        V\
        P                  4      '       * 4       K-  	  KD  	  R# )r   r   r   r   Nr  r  )r   r   rZ  rn   r  r   genericr   )r   r   entryr  s   &   r   test_tolist_specialcase.TestMaskedArrayMethods.test_tolist_specialcaseE  s    66"C:Sz*BCEJtRZZ889 ' 
 q	EJtRZZ889 ' r   c                ~   \        ^
4      pVP                  4       p\        VR,          VP                  4       \        VR,          VP                  4       \
        V. R	O&   VP                  4       p\        VR,          VP                  4       \        VR,          VP                  4       R\        3R
R\        3.p\        \        \        \        P                   ! ^
4      R\        P                  P                  ^
4      4      4      VR7      p\
        V. R	O&   VP                  4       p\        VR,          VP                  4       \        VR,          VP                  4       \        P                  ! R4      p\        \        \        \        P                   ! ^
4      \        P                  P                  ^
4      \        P                  P                  ^
4      4      4      VR7      p\
        V. R	O&   VP                  4       p\        VR,          VP                  4       \        VR,          VP                  4       R# )r   r   r   r5  r6  ABCDEFGHIJKLMr   rj  N)r   r   r   r   r:  )r   toflexrq   r   r   r<   r   r   r   r   r   r   r   r   r   rr   )r   r   rt  rD  s   &   r   test_toflex"TestMaskedArrayMethods.test_toflexS  s   bzVG_djj1VG_djj1$]VG_djj1VG_djj1*lS%L9T#biim- iinnR02 3 "# %]VG_djj1VG_djj123T#biim iinnR0 iinnR02 3 "# %]VG_djj9VG_djj9r   c                   \        . RO4      p\        VP                  4       4      p\        W!4       \        VP                  VP                  4       \        . RO. ROR7      p\        VP                  4       4      p\        W!4       \        VP                  VP                  4       \        . RO. R	OR\
        3R\        3.R7      p\        VP                  4       4      p\        W!4       \        VP                  VP                  4       R# )
r   r   r5  rH  r  Nr   rc  )r  r  )r   r   )r  r  r  )r   r-   re  rq   r   r   r   r   r\  s   &  r   test_fromflex$TestMaskedArrayMethods.test_fromflexs  s    )
#TTYY')),
#TTYY'-4Lsc5\24
#TTYY'r   c                0   \        . RO.. ROR7      p\        ^.^.^.^.^... ROR7      p\        VP                  V4       \        VP                  4       V4       \        \        P
                  ! VP                  ^ 4      VP                  ^ 4      4       R# )r   r   Nrn  r  )r=   rq   rQ  rj   r   cumsum)r   marrayrT  s   &  r   test_arraymethod'TestMaskedArrayMethods.test_arraymethod  sz    /oFaS1#sQC8$35VXXw'V%%'1[''!4gnnQ6GHr   c                    \         P                  P                  ^*RR7      p\        VP                  P
                  VP
                  4       \        VP                  P                  VP                  4       R# )*   Tr   N)r   r  r   rq   rQ  r   r   r   s   & r   test_arraymethod_0d*TestMaskedArrayMethods.test_arraymethod_0d  sD    EEKKK&QSSXXqvv&QSSXXqvv&r   c                   \         P                  P                  . RO. RO.4      p\         P                  P                  VR&   VP                  p^
VR&   \         P                  P                  VR&   \        VP                  VP                  P                  4       \        VP                  VP                  P                  4       R# )r   Nr   r  r  r  )r   r  r   r<   rQ  rq   r   r   )r   r   xts   &  r   test_transpose_view*TestMaskedArrayMethods.test_transpose_view  sy    EEKKI./%%,,$SS455<<4QVVRTTYY'QVVRTTYY'r   c                t   \         P                  P                  R4      p^
VR&   \         P                  P                  VR&   ^VR&   VP	                  4       p^VR&   \        VP                  VP	                  4       P                  4       \        VP                  VP	                  4       P                  4       R# )r   Nrq  r  r  r  )r   r  rl   r<   r  rq   r   r   )r   r   xds   &  r   test_diagonal_view)TestMaskedArrayMethods.test_diagonal_view  s    EEKK$%%,,$$ZZ\$RWWajjl//0RWWajjl//0r   r  N)1r!  r"  r#  r$  r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r"  r&  r+  r0  r6  r9  r@  rF  rI  rU  r\  ra  rf  ri  rn  rr  rv  rz  r%  r&  r'  s   @r   r  r    s    <@9$ 0<:4%$8.9")0>#5,5,5, &= &=<00<7, [[Wf-[[\40C 1 .C *#=J):&P&@0
%.5.I$+<"&H::@($I'	(1 1r   r  c                      a  ] tR tRt o 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 t]R 4       tR tR tR t]! RR7      R 4       tR tR tR tR tRtV tR# )TestMaskedArrayMathMethodsi  c           
        \         P                  ! . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#N4      pVP                  ^^4      pVP                  ^^^^4      p\         P                  ! . ^ N^N^ N^N^ N^ N^N^ N^N^N^ N^N^ N^ N^ N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^ N^ N^ N^ N^N^ N^N^ N4      p\        WR$7      p\        W$P                  VP                  4      R$7      p\        W4P                  VP                  4      R$7      p\         P                  ! . ^N^N^ N^N^ N^ N^N^N^N^N^ N^N^ N^ N^N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^N^ N^ N^ N^N^ N^N^N4      p\        WR$7      p	\        W(P                  VP                  4      R$7      p
\        W8P                  VP                  4      R$7      pWW4WVWyW3
V n        R%# r  r  r  s   &           r   r   'TestMaskedArrayMathMethods.setup_method  r  r   c           
     R   V P                   w
  rr4rVrxrVP                  ^ 4      p\        VP                  VP	                  ^ 4      P                  ^ 4      4       VP                  ^4      p\        VP                  VP	                  ^ 4      P                  ^4      4       VP                  ^ 4      p\        VP                  VP	                  ^4      P                  ^ 4      4       VP                  ^4      p\        VP                  VP	                  ^4      P                  ^4      4       R# rX  )r   rl  rq   r   r)   cumprod)r   r   r  r  rU  r  r  r  r  r  r  mXcps   &           r   test_cumsumprod*TestMaskedArrayMathMethods.test_cumsumprod  s    59VV2rbcyy|TZZ1!4!4Q!78yy|TZZ1!4!4Q!78zz!}TZZ1!5!5a!89zz!}TZZ1!5!5a!89r   c           	        \        \        P                  P                  ^ ^
^4      4      P	                  ^^4      p\
        ;VR&   ;V^ &   VR&   R F  p\        \        V4      p\        W4      p\        P                  ! R\        R7      pVP                  R4       V! V^ VR7      p\        WeJ 4       \        Wd! ^ VR7      4       \        R\        R7      pV! ^ VR7      p\        WeJ 4       K  	  R# )	r   r   r  Nre  r@  )rl  r  r   rH  ri  )r   r   r  r  rk  rl  r	  s   &      r   test_cumsumprod_with_output6TestMaskedArrayMathMethods.test_cumsumprod_with_output  s    299$$QB/088A>(..4.2a52f:-HR*FR*F XXfE2FKKBQF3FF$%QF!;<6-F/FF$% .r   c           
        V P                   w
  rr4rVrxrVP                  w  r\        VP                  4       \        P                  ! VP                  4       4      4       \        P                  ! V\        4      p\        P                  ! V\        4      p\        V4       F2  p\        P                  ! VR V3,          P                  4       4      W&   K4  	  \        V4       F/  p\        P                  ! Wn,          P                  4       4      W&   K1  	  \        VP                  ^ 4      V4       \        VP                  ^4      V4       R# r  )	r   r_   rq   r  r   r  rl   r   r  )r   r   r  r  rU  r  r  r  r  r  r  r  rowscolsks   &              r   test_ptp#TestMaskedArrayMathMethods.test_ptp  s    59VV2rbcRVVXrvvbmmo67xx5!xx5!qAffR1X0023DG qAffRU--/0DG RVVAY%RVVAY%r   c                    \        R R.^^ .\        R7      pVR,           p\        V^,          R4       \        VP                  ^ ,          4       R# )r   r   r  r   bxN)r=   ro  rq   rn   r   ra  s   &  r   test_add_object*TestMaskedArrayMathMethods.test_add_object  s?    #s1a&?GQqT4 q	r   c                    \        . RO. RO\        R7      p\        VP                  4       ^4       \        . RO. RO.\        R7      p\        VP                  ^ R7      . RO4       R# )	r   r  r   r  Nr   r   r  r   r  r  )r=   ro  rq   rf   r  s   & r   test_sum_object*TestMaskedArrayMathMethods.test_sum_object  sE    &AQUUWa )Y/v>QUUU]I.r   c                    \        . RO. RO\        R7      p\        VP                  4       ^4       \        . RO. RO.\        R7      p\        VP                  ^ R7      . RO4       R# )	r   r  r   r  Nr   r   r  r   r   rN  )r=   ro  rq   r9  r  s   & r   test_prod_object+TestMaskedArrayMathMethods.test_prod_object
  sE    &AQVVXu%)Y/v>QVVV^[1r   c                    \        . RO\        R7      p\        VP                  4       ^4       \        VP	                  4       . RO4       R# )r   r   Nr   )r   r   r   )r=   ro  rq   rh  r   r  s   & r   test_meananom_object/TestMaskedArrayMathMethods.test_meananom_object  s.    &1QVVXq!QVVXz*r   c                R   \        . RO4      p\        VP                  4       P                  VP                  4       RVn        \        VP                  4       P                  VP                  4       \        \        P                  P                  VP                  4       4      4       R# )r   TNr   )	r=   rq   r   r_   r   rn   r   r  	is_maskedr  s   & r   test_anom_shape*TestMaskedArrayMathMethods.test_anom_shape  s^    #QVVX^^QWW-QVVX^^QWW-)*r   c                z   \        \        P                  ! ^^4      P                  ^^4      4      p\	        VP                  4       . RO. RO.4       \	        VP                  ^ R7      . RO. RO.4       \	        VP                  ^R7      . RO. RO.4       . RO. RO.Vn        Rp\	        VP                  4       P                  V4      RRV.RVR..4       \	        VP                  ^ R7      P                  V4      R	RV.RVR..4       \	        VP                  ^R7      P                  V4      R
RV.RVR..4       R# )r   rR  r   r  r   r   g      ?g      @N      r   )g      r  r   )r   rR  r  )r  r  r  )rR  rR  rR  r   )r   r   r   rc  rB  r  g      g      )r=   r   r   r]   ro   r   r   r)   )r   r   mvals   &  r   	test_anom$TestMaskedArrayMathMethods.test_anom  s"   1a00A67AFFH/A	CAFFFN/A	CAFFFN*M:	<Y'AFFHOOD1#UD1D$3EF	HAFFFN11$7"C.dC0@A	CAFFFN11$7"C.tS0AB	Dr   c           
        V P                   w
  rr4rVrxrVP                  4       p\        VP                  4       VP                  4       P	                  4       P                  4       4       \        VP                  4       VP                  4       \        VP                  VP                  4       ,          ^ R7      ,
          4       \        \        P                  ! V4      VP                  4       4       \        P                  ! ^ 4      P                  ^^^4      p\        P                  P                  VR4      p\        VP                  ^^R7      VP                  ^^R7      4       R# )r   r  F)axis1axis2N)r   r  rq   tracer  rf   ro   r   r   r   r]   r  r=   )r   r   r  r  rU  r  r  r  r  r  r  mXdiagr,  r>  s   &             r   
test_trace%TestMaskedArrayMathMethods.test_trace/  s    59VV2rbcRXXZ!9!9!;!?!?!ABBHHJGGIFKK!**,,F12)4 4	5 	RXXb\288:. ii	"**1a3""3.SYYQaY0%++AQ+2OPr   c           
     F   V P                   w
  rr4rVrxrVP                  ^ 4      pVP                  V4      p\        VP                  ^ 4      VP                  V4      4       \	        VP
                  \        J 4       VP                  ^ 4      pVP                  V4      p\        VP                  ^ 4      VP                  V4      4       \	        VP
                  R,          4       \        V4      pVP                  WnR7       \        W4       VP                  RR4      pVP                  ^ 4      VP                  ^ 4      ppVP                  V4      p\        VP                  ^ 4      VP                  V4      4       \        V4      pVP                  WR7       \        W4       R# )r   r  Nr   r   r2  )	r   r)   dotro   rn   r   rR   r&   rC  )r   r   r  r  rU  r  r  r  r  r  r  fxrfXr  mYYfXXfYYs   &                 r   test_dot#TestMaskedArrayMathMethods.test_dot>  s-   59VV2rbcYYq\FF2JAHHQK4& !YYq\FF2JAHHQK4t]
rA"ll2r"::a=#**Q-SGGCLAHHQK6]A"r   c                *   \        ^^.^^..^ ^.^ ^ ..R7      p\        ^^.^^..^ ^.^ ^ ..R7      p\        ^ ^.^^..4      pVP                  W#R7       \        VP                  ^ 4      ^^ .^^..4       \        VP                  ^ ^.^ ^ ..4       R# )r   r   r  N)r=   r  ro   r)   r   r  s   &   r   test_dot_shape_mismatch2TestMaskedArrayMathMethods.test_dot_shape_mismatchV  s    1a&1a&)!Q!Q0@A1a&1a&)!Q!Q0@A1a&1a&)*	aAHHQK1a&2r();<AFFaVaV$45r   c                   \        . RORR7      p\        . RORR7      p\        \        VP                  4       4      \        P
                  4       \        \        VP                  4       4      \        P
                  4       VP                  4       VP                  4       8H  \        P                  ! R4      J g   Q h\        \        P                  ! ^4      P                  R	4      RR7      p\        ^RR7      p\        \        VP                  ^R7      4      \        4       \        \        VP                  ^R7      4      \        4       \        VP                  ^VR7      VJ 4       \        VP                  ^VR7      VJ 4       R# )
r   r  r   Tr  r  r  Nr{  rs  )r   rq   r  rh  r   r  rf  r-  r   r]   r%   r   rn   )r   foobars   &  r   test_varmean_nomask.TestMaskedArrayMathMethods.test_varmean_nomask_  s   L-L-T#((*%rzz2T#'')_bjj1
chhj(RWWT]::: BIIbM))&1>AT"T#(((*+[9T#''q'/*K8aS)S01QC(C/0r   c           
        V P                   w
  rr4rVrxr\        VP                  R R7      VP                  4       P                  4       4       \        VP	                  R R7      VP                  4       P	                  4       4       \        VP	                  R ^R7      VP                  4       P	                  ^R7      4       \        VP                  R ^R7      VP                  4       P                  ^R7      4       \        VP                  ^R7      P                  VP                  ^R7      P                  4       \        VP                  4       P                  VP                  4       P                  4       VP                  ^ R7      VP                  ^R7      r\        VP                  R ^R7      VP                  4       P                  ^R7      4       \        VP	                  R ^R7      VP                  4       P	                  ^R7      4       \        ^4       F  p\        W,          Wm,          P                  4       P                  4       4       \        W,          VRV3,          P                  4       P                  4       4       \        \        P                  ! W,          4      VRV3,          P                  4       P	                  4       4       K  	  R # Nr  r  ddofr  rx  
r   ro   rf  r  rg  rq   r_   r  r   rd   r   r   r  r  rU  r  r  r  r  r  r  mXvar0mXvar1r  s   &             r   test_varstd&TestMaskedArrayMathMethods.test_varstdo  s   59VV2rbcBFFF-r}}/B/B/DEBFFF-r}}/B/B/DEBFF1F5MMO//Q/7	9BFF1F5MMO//Q/7	9SWW!W_**BFFFN,@,@ARVVX^^QUUW]]3FFFNBFFFNBFF1F5MMO//Q/7	9BFF1F5MMO//Q/7	9qA	25+;+;+=+A+A+CD	2ad8+>+>+@+D+D+FG	 2 "1a4 3 3 5 9 9 ;= r   c                   \         P                  ! R\        R7      p\        R\        R7      p\        \        ^
4      RR7      pR	 F  p\	        W44      p\        V! 4       \        J 4       \        V! ^ 4      \        J 4       \        V! R4      \        J 4       V! VR7       \        V\        J4       \        VP                  R4       V! VR7       \        \         P                  ! V4      4       K  	  \        \        ^
4      RR7      p^	VR&   R	 F  p\	        W44      p\        V! ^R7      \        J 4       \        V! ^ ^R7      \        J 4       \        V! R^R7      \        J 4       V! V^R7       \        V\        J4       \        VP                  R4       V! V^R7       \        \         P                  ! V4      4       K  	  R# )
r   r   Tr   r  r  )r  r  Nr   )rf  rg  )
r   r   r   r   r  rn   r<   rq   r   r  )r   r  moutr   
methodnamemethods   &     r   test_varstd_specialcases3TestMaskedArrayMathMethods.test_varstd_specialcases  sW    xx%(Ru%&*4((JQ+FFH&'F1I'(F2J&()tD&'D)tBHHTN# ) &*4("(JQ+FFNf,-F11%/0F2A&&01t!$D&'D)t!$BHHTN# )r   c                   \        . RO. RO.. RO. RO.R7      pVP                  ^ ^ R7      p\        VP                  ^ 4      . RO4       \        VP                  . RO4       VP                  ^ ^R7      p\        VP                  ^ 4      . RO4       \        VP                  . RO4       VP                  ^ ^R7      p\        VP                  ^ 4      . RO4       \        VP                  . RO4       R# )r   r   r  Nr  rc  r  r7  )r   rg  rq   r)   r   r\  s   &  r   test_varstd_ddof+TestMaskedArrayMathMethods.test_varstd_ddof  s    9i(	9/EFuu!!u$T[[^Y/TYY	*uu!!u$T[[^Y/TYY	*uu!!u$T[[^Y/TYY	*r   c                `   \        ^	4      P                  R4      p\        VR&   \        P                  ! V4      p\        V. RO4       \	        V4      p\        V. RO4       \        VP                  . RO4       \	        V4      p\        . RO. RO. R	O.. RO. RO. RO.R7      p\        W#4       R# )
r  r   Nrq  r  )r   r   r  rB  r  )r   r   r   )r   r   r  )r   r]   r<   r   r#   rq   r   r   )r   r   r  rT  s   &   r   	test_diag$TestMaskedArrayMathMethods.test_diag  s    1If%$ggajS)$1gS)$SXXy)3iIy9'I>@S"r   c                   \        . RO. RO.4      p\        VP                  ^ 4      . RO4       \        VP                  R4      ^^.4       \        VP                  ^4      ^^.4       \        VP                  ^ 4      . RO4       \        VP                  R4      ^^x.4       \        VP                  ^4      ^^x.4       \        VP	                  ^ 4      . RO4       \        VP	                  R4      ^^.4       \        VP	                  ^4      ^^.4       \        VP                  ^ 4      . RO4       \        VP                  R4      ^^.4       \        VP                  ^4      ^^.4       R# )r   Nr   r  r  r   r  )r   rq   rf   r9  rL   rI   r  s   & r   test_axis_methods_nomask3TestMaskedArrayMathMethods.test_axis_methods_nomask  s	   9i()QUU1Xy)QUU2YB(QUU1X2w'QVVAY,QVVBZ!S*QVVAYC)QUU1Xy)QUU2YA'QUU1X1v&QUU1Xy)QUU2YA'QUU1X1v&r   )
free_bytesc                    \        \        P                  ! RR\        P                  R7      \        P                  ! R4      R7      p\        VP                  4       R4       R# )'  i  r   r   g    @N)r  r  )r=   r   ra  uint16rl   rq   rh  r  s   & r   test_mean_overflow-TestMaskedArrayMathMethods.test_mean_overflow  s=     biiH hh~68QVVXw'r   c                   \         P                  ! . RO4      p\         P                  P                  VR,          ^R7      p\         P                  P                  VR,          ^R7      p\         P                  P	                  W#^ R7      p\         P                  P                  V^R7      p\         P                  P	                  V^ R7      p\        \         P                  P                  WF4      4       R# )r   r  r  r  )prependr  r  Nr   r   r   r   r   r   r   r   r   r   r  r>   diffrn   r   )r   r   r   a_prepdiff1r   diff2s   &      r   test_diff_with_prepend1TestMaskedArrayMathMethods.test_diff_with_prepend  s    HH-.EEquA.##AbE#3

11
5EEq*

11
%u,-r   c                   \         P                  ! . RO4      p\         P                  P                  VR,          ^R7      p\         P                  P                  VR,          ^R7      p\         P                  P	                  W#^ R7      p\         P                  P                  V^R7      p\         P                  P	                  V^ R7      p\        \         P                  P                  WF4      4       R# )r   r  r  r  )appendr  r  Nr  r  )r   r   r   a_appr  r   r  s   &      r   test_diff_with_append0TestMaskedArrayMathMethods.test_diff_with_append  s    HH-.EEquA.""1R5"2

1
3EEq*

11
%u,-r   c                    \         P                  ! \        R R7      ;_uu_ 4        \        P                  P                  \        P                  ! ^4      4       RRR4       R#   + '       g   i     R# ; i)z4diff requires input that is at least one dimensionalr*  N)r  r,  r  r   r  r  r   r  s   &r   test_diff_with_dim_0/TestMaskedArrayMathMethods.test_diff_with_dim_0  sH    ]]H  EEJJrxx{#	   s   4A##A4	c                    \         P                  P                  . RO^R7      p\         P                  P                  V^ ^ R7      p\	        \         P                  P                  W4      4       R# )r   r  )r  r  Nr  )r   r  r>   r  rn   r   )r   r   r  s   &  r   test_diff_with_n_0-TestMaskedArrayMathMethods.test_diff_with_n_0  sI    EE7qAuuzz!qqz)q'(r   r  Ni Zb) r!  r"  r#  r$  r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r{   r  r  r  r  r  r%  r&  r'  s   @r   r}  r}    s     <@:&*&/2++D"Q#061 =, & $ & $D
+#'(  45( 6(..$) )r   r}  c                   ,   a  ] tR tRt o R tR tRtV tR# )!TestMaskedArrayMathMethodsComplexi  c           
        \         P                  ! . R NRNRNRNRNRNRNRNRNR	NR
NRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNRNR NR!NR"NR#N4      pVP                  ^^4      pVP                  ^^^^4      p\         P                  ! . ^ N^N^ N^N^ N^ N^N^ N^N^N^ N^N^ N^ N^ N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^ N^ N^ N^ N^N^ N^N^ N4      p\        WR$7      p\        W$P                  VP                  4      R$7      p\        W4P                  VP                  4      R$7      p\         P                  ! . ^N^N^ N^N^ N^ N^N^N^N^N^ N^N^ N^ N^N^N^ N^N^ N^ N^ N^N^N^N^N^ N^ N^N^N^ N^ N^ N^N^ N^N^N4      p\        WR$7      p	\        W(P                  VP                  4      R$7      p
\        W8P                  VP                  4      R$7      pWW4WVWyW3
V n        R%# )&y              @y        Gz.@y        -!@y              !@y        &1?r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  y        "~@y        K7@r  r  r  r  r  r  r  r  r  r  y        -?r  Nr  r  s   &           r   r   .TestMaskedArrayMathMethodsComplex.setup_method  s   HH Af Af Af Ad AF AE AA A"'A).A05A7<AA"A$)A+0A27A9>A A !A #(A */A 16A 8>A 	A $	A &+	A -2	A 49	A ;@	A
 A
 #A
 %*A
 ,1A
 38A
 :@A B IIaOYYq!Q"HH 'a ' 'A 'q '! 'Q '''''!"'$%'''''!"'$%' ' ' '  ' "#' %&' 	' 	' 	'  	' "#	' %&	'
 '
 '
 '
  '
 "#'
 %&' ( "		!'' 23))BHH"56XX (q (! (Q ( (1 (a (((( ("#(%&(((( ("#(%&( ( ( (  !( #$( &'( 	( 	( 	(  !	( #$	( &'	(
 (
 (
 (
  !(
 #$(
 &'( ) $AGG!45"::bhh#78rs;r   c           
        V P                   w
  rr4rVrxr\        VP                  R R7      VP                  4       P                  4       4       \        VP	                  R R7      VP                  4       P	                  4       4       \        VP                  ^R7      P                  VP                  ^R7      P                  4       \        VP                  4       P                  VP                  4       P                  4       VP                  ^ R7      VP                  ^R7      r\        VP                  R ^R7      VP                  4       P                  ^R7      4       \        VP	                  R ^R7      VP                  4       P	                  ^R7      4       \        ^4       F  p\        W,          Wm,          P                  4       P                  4       4       \        W,          VRV3,          P                  4       P                  4       4       \        \        P                  ! W,          4      VRV3,          P                  4       P	                  4       4       K  	  R # r  r  r  s   &             r   r  -TestMaskedArrayMathMethodsComplex.test_varstd(  s   59VV2rbcBFFF-r}}/B/B/DEBFFF-r}}/B/B/DESWW!W_**BFFFN,@,@ARVVX^^QUUW]]3FFFNBFFFNBFF1F5MMO//Q/7	9BFF1F5MMO//Q/7	9qA	25+;+;+=+A+A+CD	2ad8+>+>+@+D+D+FG	 2 "1a4 3 3 5 9 9 ;= r   r  N)r!  r"  r#  r$  r   r  r%  r&  r'  s   @r   r  r    s     <@= =r   r  c                     a  ] tR tRt o 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 tR t]P*                  P-                  ]RR7      R 4       tR tR tR tR tR tR tR tR t R t!]P*                  PE                  RRR .4      R! 4       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.t0V t1R/# )0TestMaskedArrayFunctionsi;  c                   \         P                  ! R R R R	\        R,          RRR
RR RR.4      p\         P                  ! . RO4      p. ROp. ROp\        WR7      p\        W$R7      pVP	                  R4       WV3V n        R# )r   r   r   r   r   r   r   r   Nr   r   r   r   r   )r   r   r   r=   r   r_  )r   r   r   r   r   r   r   s   &      r   r   %TestMaskedArrayFunctions.setup_method>  sq    HHb"b#rCxRsBBOPHHJK11!%!%
% H	r   c                h    ^^.p\        RV4      p\        V^^.4       \        V^,          ^4       R# )r   FN)rH   rq   ra  s   &  r   test_masked_where_bool/TestMaskedArrayFunctions.test_masked_where_boolH  s3    F"QAQqT1r   c                    . ROp\        V^4      p\        W!4       \        VP                  . RO4       \        V^4      p\        W!4       \        VP                  . RO4       R# )r   Nr   rc  r  )r>   rq   r   rD   r  s   &  r   test_masked_equal_wlist0TestMaskedArrayFunctions.test_masked_equal_wlistN  sK    !QRRXXy)a#RRXXy)r   c                    . ROp\        V^4      p\        VP                  . RO4       \        VP                  ^4       R# )r   Nr   rc  )r>   rq   r   rI  r  s   &  r   test_masked_equal_fill_value5TestMaskedArrayFunctions.test_masked_equal_fill_valueW  s/    !QRXXy)R]]A&r   c                   \        . RO4      p\        V^&   \        \        \	        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        \        V^4      V4      \        V^4      4       \        \        . RO. RO4      . RO4       R# )r   Nr#  r  rn  )r  r  r   r   r   )r   r<   rq   rH   r0   r?   r1   r@   r5   rB   r6   rC   rS   rD   r'   r>   r   s   & r   test_masked_where_condition4TestMaskedArrayFunctions.test_masked_where_condition]  s   &'!\'!Q-3^Aq5IJ\-1"5q9)!Q/	1\$q!*a0+a2CD\*Q"2A6&q!,	.\)Aq/157G17MN\%1+q1<13EF\)Aq/157G17MN\/?C&	(r   c                    \        R\        R7      p\        VP                  \        4      p\        W!4      p\        W4       R# )r   r   N)r   r   r   )rT   r   rl   r_   r	   rH   rq   )r   r+  r,  ctests   &   r   test_masked_where_oddities3TestMaskedArrayFunctions.test_masked_where_odditiesm  s0    \/ekk8,U*U"r   c                    \        ^
4      p\        \        4      ;_uu_ 4        \        ^V4       RRR4       \        V^4      p\	        VP
                  . RO4       R#   + '       g   i     L6; i)r   N)
r   r   r   r   r   r   r   r   r   r   )r   rw   
IndexErrorr>   rq   r   r\  s   &  r   "test_masked_where_shape_constraint;TestMaskedArrayFunctions.test_masked_where_shape_constraintt  sI    2J:&&A 'Aq!TYY >? '&s   AA.	c           	     2   \         P                  ! ^
RR.R7      p\         P                  ! RR7      ;_uu_ 4        \         P                  P	                  VR,          ^8  V4      pRRR4       \        XP                  P                  P                  VP                  P                  4       \        VR,          \         P                  P                  \         P                  ! ^
4      \         P                  ! ^
4      4      4       R#   + '       g   i     L; i)r   r5  r   r`  )overN)r5  z<f2)rH  z<f4)r   rl   rd  r  rH   rq   r   r   r6  r=   rT   )r   r   r.  s   &  r   test_masked_where_structured5TestMaskedArrayFunctions.test_masked_where_structured{  s     HHRl;<[[h'' ##AcFQJ2B	 (
 	RWW]](("((..9RWEE&&rxx|RWWR[A	C ('s   +DD	c                    \         P                  ! ^
4      p\         P                  ! ^4      p\        \        \         P                  P
                  V^8  V4       R# r  )r   r   rw   r  r  rH   ra  s   &  r   test_masked_where_mismatch3TestMaskedArrayFunctions.test_masked_where_mismatch  s8    IIbMIIaLj"%%"4"4a!eQ?r   c                   \        \        \        \        ^4      4      ^^4      . RO4       \        \	        \        \        ^4      4      ^^4      . RO4       \        \        \        \        \        ^4      4      . ROR7      ^^4      P                  . RO4       \        \	        \        \        \        ^4      4      . ROR7      ^^4      P                  . RO4       \        \        \        \        \        ^4      4      . ROR7      ^4      P                  . R	O4       \        \        \        . R
O. ROR7      ^4      P                  . RO4       R# )r   r   N)r      r  r  r   )r  r   r   r   r  r  )r   r   r   r   r   r  r  )r   r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )	rq   rA   r   r  rE   r   r   r>   rD   r  s   &r   test_masked_otherfunctions3TestMaskedArrayFunctions.test_masked_otherfunctions  s    ]4a>1a8*	,^DqNAq9;NO]5eAh.=$?@A1FFJd$	& 	^E$uQx./>%@ABAGGKt$	& 	\%U1X-<#>?@BBF$$	& 	%eO1@'BCDFFJd$	&r   c                ~   \        . RO. ROR7      p\        VP                  4       . RO4       \        VP                  ^4      . RO4       \        VP                  ^4      . RO4       \        V4      pVP                  VR7       \        V. RO4       \        . R	O4      p\        . R
O4      p\        V^&   \        WCV) 4      p\        V. RO4       \        V^ &   \        WCV) 4      p\        V. RO4       \        V^ ,          \        J 4       \        V^,          \        J4       \        V^,          \        J 4       R# )82?r   r  N)r  g	@g,E|@gE@gŏ1@r  )r   r   r   r   rl  )g333333?gffffff@r  gffffff@g@)g(\?gS㥛@g-@gʡE@gK@r#  r$  r%  )r   rq   r   r&   r<   rk   rn   )r   r   r   r   r  r   s   &     r   
test_round#TestMaskedArrayFunctions.test_round  s    ?&(QWWY 45QWWQZ!:;QWWQZ!DEqM	AQ,-&'/"!!OQ-.!!OQ-.!!F"#!r   c                   \        \        P                  P                  ^ ^
^4      4      P	                  ^^4      p\
        ;VR&   ;V^ &   VR&   \        P                  ! R\        R7      pVP                  R4       \        P                  ! V^VR7      p\        W2J 4       \        W1P                  ^VR7      4       \        R\        R7      pVP                  ^VR7      p\        W2J 4       R# )r   r   )decimalsr  Nre  r@  r   rH  )r   r   r   r  r]   r<   r%   r   r  r   rn   rq   )r   r   rl  r	  s   &   r   test_round_with_output/TestMaskedArrayFunctions.test_round_with_output  s     299$$QB/088A>(..4.2a52f: &.E"qf5 !VXXqfX=>vU+1&1 !r   c                p   \        R R.R7      p\        VP                  4       ^4       \        R R.R7      p\        VP                  4       \        J 4       \        R R.R7      p\
        P                  ! ^\        R7      pVP                  R4       VP                  VR7       \        V^4       \        R R.R7      p\        RR.R7      pVP                  VR7       \        VR	,          ^4       \        R R.R7      p\        RR.R7      pVP                  VR7       \        VR	,          \        J 4       R# )
ru  Fr   Tr   r  NrH  g    r   )	r   rq   r   rn   r<   r   r%   r   r  )r   r   rl  s   &  r   test_round_with_scalar/TestMaskedArrayFunctions.test_round_with_scalar  s     #UG$QWWY"#TF#	V#$#UG$!5)E	FVQ#UG$vTF+	FVBZ##TF#vUG,	Fr
f$%r   c                    \        ^4      p\        \        V\        4      4       \	        V\
        P                   ! ^4      4       R# )r   N)r2   rn   r  r   rq   r   r  s   & r   test_identity&TestMaskedArrayFunctions.test_identity  s,    QK
1k*+QA'r   c                   Rp\        \        VR4      R4       \        \        V\        4      \        J 4       \	        . RO4      p\	        . RO. ROR7      p\        W4      p\        V. R	O4       \        VP                  . R
O4       \        Vn        \        W4      p\        VP                  . R
O4       W,          p\        VP                  VP                  4       \        WC4       \        VP                  VP                  4       W,          p\        VP                  VP                  4       \        W4       \        VP                  VP                  4       R# )ru  r   \(\?r   N皙)r.  r.  ru  ru  r   )r   r   r   r   r   r  )r   r-  gKTj?r-  r   r  )
ro   rW   rn   r<   r   rq   r   rR   r   r   )r   r   r   r   r   s   &    r   
test_power#TestMaskedArrayFunctions.test_power  s    E!RL$/a F*+,-)@!KAABQWWo.!KQWWo.FQWWagg&A!AGGQWW-	QWWagg&A!AGGQWW-r   c                J   \         P                  ! . RO. RO.4      p\        V. RO. RO.R7      p\         P                  ! . RO4      p\         P                  ! W3.4      p\        V. RO. RO.R7      p\        . R	O. R
O.. RO. RO.R7      pW%,          p\        Wv4       \        VP                  VP                  4       W$,          p\        Wv4       \        VP                  VP                  4       W,          p\        Wv4       \        VP                  VP                  4       \        . RO. RO.. RO. RO.R7      pW5,          p\        Wv4       \        VP                  VP                  4       WS,          p\        Wv4       \        VP                  VP                  4       R# )r   r   NrH  )r   r   rl  r   rc  r  rB  )r         )r2  iq     r  r   r   r   )r      r3  )r   r   rq   r   )r   a2a2mb1b2b2mrT  r   s   &       r   test_power_with_broadcasting5TestMaskedArrayFunctions.test_power_with_broadcasting  s2   XX|\23Bi34XXi XXrhBi34.0HI$i02 zT TYY		*yT TYY)yT TYY).0HI$i02yT TYY		*yT TYY		*r   zfp errors don't work in wasmreasonc                N   \         P                  ! R R R R\        R,          RRRRR RR.4      p\         P                  ! . RO4      p. ROp. ROp\        WR7      p\        W$R7      pVP	                  R4       \        V^8  VR4      p\        V. RO4       \        VP                  VP                  4       \        V^8  RV4      p\        V. RO4       \        VP                  . RO4       \        V^8  V\        4      p\        V. RO4       VP                  P                  4       pRW^8*  P                  R4      &   \        VP                  V4       \         P                  ! R	R
7      ;_uu_ 4        \        P                  ! \        RR7      ;_uu_ 4        VP                  \         4      p	RRR4       RRR4       \        X	^8  V	\        4      p\        V. RO4       \        VP"                  V	P"                  4       R#   + '       g   i     L\; i  + '       g   i     Lg; i)r   r   r   r   r   r   r   r   Trv  ra  zinvalid valuer*  Nr   r   r   r   r   )      "rB  rB  rB  rB  r   rB  rB  r   rB  rB  r   )r   r   r   r   r   rB  rB  r   rB  r   r   rB  )r   r   r   r   r   r   r   r   r   r   r   r   )rA  rA  rA  rA  rA  r   rA  rA  r   rA  rA  r   )r   r   r   r=   r   rk   rq   r   r<   r   r)   rd  r  r  RuntimeWarningr   r   r   )
r   r   r   r   r   r   r   r   tmpixms
   &         r   
test_where#TestMaskedArrayFunctions.test_where  s    HHb"b#rCxRsBBOPHHJK11!%!%
% "q&"b!Q 6 	7QWWbhh'"q&"b!Q 6 	7QWWBC"q&"f%Q 6 	7hhmmo&*1WT"#QWWc"[[((nODDiin E ) #'3'QFGQWWcii(	 ED )(s$   2%HH	-HHHH$	c                   \         P                  ! R 4      p\        R 4      pVP                  4       p\	        \         P
                  P                  RW4      V4       \	        \         P
                  P                  RW"4      V4       R # )NT)r   r   r=   r   rq   r  rk   )r   r   r   r  s   &   r   test_where_object*TestMaskedArrayFunctions.test_where_object<  sV    HHTNFFHRUU[[q,a0RUU[[q,a0r   c                   \        ^
4      p\        V^&   V^8  p\        W!\        4      p\        VP                  VP                  J 4       \        V^,          \        J 4       \        V^,          \        J 4       \        V^,          \        J 4       \        V^,          \        J4       \        V^	,          \        J4       \        W4       \        V\        V4      p\        VP                  VP                  J 4       \        V^,          \        J 4       \        V^,          \        J4       \        V^,          \        J4       \        V^,          \        J 4       \        V^	,          \        J 4       R# r  )r   r<   rk   rn   r   rq   r'  s   &   r   test_where_with_masked_choice6TestMaskedArrayFunctions.test_where_with_masked_choiceC  s   2J!F!177"#!!!!F"#!F"#Q!VQ177"#!!F"#!F"#!!r   c                   \        . RO4      p\        . RO4      p\        V^&   \        W!V) 4      p\        V. RO4       \        V^ &   \        W!V) 4      p\        V. RO4       \	        V^ ,          \        J 4       \	        V^,          \        J4       \	        V^,          \        J 4       \        ^^4      p\        VR&   \        ^^4      ^
,          p\        V^&   \        . RO. ROR7      pVP                  ^4      p\        W!V4      p\        WQV4      p\        W64       \	        \        V4      \        J 4       \        V. RO4       \        V\        ^4      p\        V. R	O4       \        V^\        4      p\        V. R
O4       R# )r   r   Nr#  r$  r%  r   r  )r   r   r   r  r  )r  r  r  r   r   )r  r   r   r  r  )	r   r<   rk   rq   rn   r   r)   r.   rR   )r   r   r  r   r   cmr   s   &      r    test_where_with_masked_condition9TestMaskedArrayFunctions.test_where_with_masked_conditionY  s<   &'/"!!OQ-.!!OQ-.!!F"#!1aL"1aL2!/8XXa[!N2!_Qv%&R*+!VQQ*+!QQ*+r   c                Z   \         P                  ! ^\         P                  R7      p\         P                  ! ^\         P                  R7      R,          p\	        VR8  W!4      P
                  p\         P                  ! \         P                  \         P                  4      p\        W44       R# )r   r   rv  rR  N)r   r   rz  r  rk   r   result_typerq   )r   r   r   r   rT  s   &    r   test_where_type(TestMaskedArrayFunctions.test_where_typev  se    IIarxx(IIarzz*S0QWa#))..2::6T#r   c                "   \         P                  ! ^	4      P                  ^^4      p\         P                  ! ^4      p\         P                  ! . ROW4      p\	        . ROW4      p\        W44       \        VP                  VP                  4       R# )r  Nr   )r   r   r]   rl   rk   rq   r   )r   r   r   r  r  s   &    r   test_where_broadcast-TestMaskedArrayFunctions.test_where_broadcast~  s_    IIaL  A&HHQKxx	1(9a#TTZZ*r   c                l   \         P                  ! R \        3R\        3.4      p\         P                  ! . ROVR7      p\         P                  ! RVR7      p\         P                  ! . ROW#4      p\         P                  ! . ROW#4      p\        WE4       \        VP                  VP                  4       R# )r   r   r   Nrz  r   r[  )r   r  r5  )r   r   r   r   rk   rq   )r   rr  r   r   r  r  s   &     r   test_where_structured.TestMaskedArrayFunctions.test_where_structured  sx    XXSzC:./HH-R8HHXR(xx	1(XXi&TTZZ*r   c                Z   \         P                  ! R \        3R\        3.4      p\         P                  ! . ROVR7      p\	        . ROV\
        4      p\        . ROV4      p\        VP                  VP                  4       \        W44       \        VP                  VP                  4       R# )r   r   r   NrZ  r5  r   )	r   r   r   r   rk   r<   rH   rq   r   )r   rr  r   r  r/  s   &    r   test_where_structured_masked5TestMaskedArrayFunctions.test_where_structured_masked  st    XXSzC:./HH-R89a(	1-RXXx~~.R"RWWhmm,r   c                J   \         P                  ! ^\        R7      p\         P                  V^&   \         P                  V^&   \
        P                  ! \        RR7      ;_uu_ 4        \         P                  P                  V4       RRR4       R#   + '       g   i     R# ; i)r   r   z!not supported for the input typesr*  N)
r   r   ro  r  re  r  r,  rC  r  masked_invalidr  s   & r   test_masked_invalid_error2TestMaskedArrayFunctions.test_masked_invalid_error  so    IIav&vv!vv!]]9!DF FEE  #F F F Fs   ' BB"	c                     ! R  R4      p\         P                  P                  V! 4       4      p\        VP                  \         P
                  ! V! 4       4      4       \        VP                  . RO4       R# )c                   .   a  ] tR tRt o RtRR ltRtV tR# )CTestMaskedArrayFunctions.test_masked_invalid_pandas.<locals>.Seriesi  nonsenseNc                l    \         P                  ! ^\         P                  \         P                  .4      # )r   )r   r   re  r  )r   r   r   s   &&&r   	__array__MTestMaskedArrayFunctions.test_masked_invalid_pandas.<locals>.Series.__array__  s     xxBFFBFF 344r   r   )NN)r!  r"  r#  r$  r   ri  r%  r&  r'  s   @r   Seriesrf    s     E5 5r   rk  N)FTT)r   r  ra  rp   r   r   r   )r   rk  r,  s   &  r   test_masked_invalid_pandas3TestMaskedArrayFunctions.test_masked_invalid_pandas  sL    	5 	5 ee""68,399bhhvx&89399&9:r   r   TFc                p   \         P                  P                  . RO4      pVP                  \        J g   Q h\         P                  P                  W!R7      pVP                  \        Jg   Q hVP                  \        J g   Q h\         P                  ! VP                  VP                  4      V8w  g   Q hR# )r   r  Nr{  )	r   r  r   r   rR   ra  r   r  r   )r   r   r   r0  s   &&  r   test_masked_invalid_full_mask6TestMaskedArrayFunctions.test_masked_invalid_full_mask  s     EEKK%ww&   ee""1"0xxv%%%vv""177CII6$>>>r   c                T   . RO. RO. RO. R	O.p\        . R
OV4      p\        V\        . RO4      4       \        . ROVRR7      p\        V\        . RO4      4       \        . ROVRR7      p\        V\        . RO4      4       \        . RO. ROR7      p\        W1RR7      p\        V\        . RO4      4       \        VP                  . RO4       \        V. RO. RO. RO. RO.R7      p. R
Op\        W1RR7      p\        V\        . RO4      4       \        VP                  . RO4       R# )r   r  rL  wrapr   Nr   r   r   r   r   rX  r     r     rP     r         !   r   r   r   r   r  rz  r  r   )r   r   r   r   )r  r   r  r   r   r   r   r   )r  r   r  r  r  r   r   r   r   r  r  )r   rq   r   r   )r   choiceschosenindices_s   &   r   test_choose$TestMaskedArrayFunctions.test_choose  s    !1#%57g.VU?34gF;VU?34gF;VU>23L97VU?34V[[,/|\'3\'C D7VU?34V[[,/r   c                2   . RO. RO. R	O. R
O.p\        ^\        R7      p\        . ROWR7      p\        V\	        . RO4      4       \        W#J 4       \        ^\        R7      p\	        . RO. ROR7      p\        WARVR7      p\        V\	        . RO4      4       \        VP                  . RO4       \	        V. RO. RO. RO. RO.R7      p. ROp\        ^\        R7      P                  \        4      p\        WARVR7      p\        V\	        . RO4      4       R# )r   r   r  r   rr  )rM  r  Nrs  rt  rv  ry  r}  r~  r  )r  rz  r  r  r  r  r  r  )r  rz  r  r  )	r%   r   r   rq   r   rn   r   r  r   )r   r  r  r  r  s   &    r   test_choose_with_out-TestMaskedArrayFunctions.test_choose_with_out  s    !1#%57as#g9UE/23 as#L9EBUE"234UZZ.|\'3\'C Das#((1EBUE":;<r   c                F   \        ^
4      p\        V^ &   VP                  R4      p\        VP                  R4       \        VP                  R,          4       VP                  ^^4      p\        VP                  R4       \        VP                  R,          4       VP                  RRR7      p\        VP                  R4       \        VP                  R,          4       VP                  ^^RR7      p\        VP                  R4       \        VP                  R,          4       \        P                  ! VR4      p\        \        V\        4      4       \        VP                  R4       \        VR,          \        J 4       \        VP                  R,          4       R# )r   rZ  rY  r[  N)r   r   )r   r   r  )
r   r<   r]   rq   r_   rn   rR  r   r  r   )r   r   r   r  s   &   r   r  %TestMaskedArrayFunctions.test_reshape  s   2J!IIfQWWf%IIaOQWWf%IIfCI(QWWf%IIa#I&QWWf%JJq&!
1k*+QWWf%$6!"r   c           
        R \         3R\         3.p\        V4      p\        VR \        3R\        3.4       \	        V\        V4      J 4       \         ^3p\        V4      p\        V\        ^34       \	        V\        V4      J 4       \         p\        V4      p\        V\
        P                  ! \        4      4       \	        V\        V4      J 4       R \         3RR\         3R\         3.3.p\        V4      p\
        P                  ! RRRR.3.4      p\        W#4       \	        V\        V4      J 4       R \         ^33.p\        V4      p\        V\
        P                  ! R \        ^33.4      4       \	        V\        V4      J 4       R\         3.p\        V4      p\        V\
        P                  ! R\        3.4      4       \	        V\        V4      J 4       \
        P                  ! R \        ^3.4      p\        V4      p\
        P                  ! R \        3RV3.4      p\        V4      p\        V\
        P                  ! R \        3RR \        ^3.3.4      4       \	        VP                  R,          ^ ,          VJ 4       R# )	r   r   rs  rt  N)r   r9  )rs  r9  )rt  r9  )r5  r   )	r   r:   rq   r-  rn   r   r   r   r.  )r   ntyper   rT  	base_type
base_mtypesub_types   &      r   test_make_mask_descr-TestMaskedArrayFunctions.test_make_mask_descr  s5   uU|,u%TS$K#t56--. 
u%TD!9%--. u%T288D>*--. utUmdE]%CDEu%((K#l/K)LMNT#--. qz"#u%T288cD!9%5$678--. e$%u%T288j$%7$89:--. HHsCm_-	$Y/
88c3Z#z):;<x(T288c4[3#tQ8H2I$JKLC #z12r   c                   ^ ^.p\        V4      p\        VP                  \        4       \        V^ ^.4       \        P
                  ! ^ ^.\        R7      p\        V4      p\        VP                  \        4       \        V^ ^.4       R\        3R\        3.p\        P
                  ! RR.VR7      p\        V4      p\        VP                  \        4       \        V^^.4       R\        3R\        3.p\        P
                  ! RR.VR7      p\        WP                  R7      p\        VP                  V4       \        W!4       R\        3R\        3.pR\        3R\        3.p\        P
                  ! RR.VR7      p\        WP                  R7      p\        VP                  V4       \        V\        P
                  ! RR.VR7      4       \        P
                  ! RRR7      R,          p\        \        V\        P                  4      4       \        WP                  R7      p\        W!4       \        W!J4       \        P
                  ! RRR7      R,          p\        WP                  R7      p\        WR4       RR.p\        \        .pRp\        P                  ! WfV4       F2  w  rp\        \        WVR	7      p\        V\        J WW3,          4       K4  	  R
# )r   r   r   r   FTz?,?r  zcopy=%s, shrink=%s, dtype=%s)r   rG  r   Nr  r  r  r   )r9   rq   r   r	   r   r   r-  r   rn   r  void	itertoolsrX   rR   )r   r   r   mdtypebdtypetest2boolsdtypes	msgformatcpyshrrr  r0  s   &            r   test_make_mask'TestMaskedArrayFunctions.test_make_mask5  s<    1vTZZ*TAq6"xxAd+TZZ*TAq6"+T{+xx(7TZZ*TAq6"+T{+xx(7ZZ0TZZ(T ,e-+T{+xx(7ZZ0TZZ(T288VV$4FCDxxU3B7
4)*ZZ0T  !xxg.r2$jj1U!uE"2	%--eFCLCbFCCC6M9S~#=> Dr   c                j   R \         3R\         3.p\        P                  ! . R	OVR7      p\        V\        4      p\        W24       \        \        V4      p\        W24       \        VR4      p\        W24       \        P                  ! . R
OVR7      p\        W$4      p\        P                  ! . ROVR7      p\        W54       R\         3R\         3.p\        P                  ! . R
OVR7      p \        W$4      pR \         3RR\         3R\         3.3.p\        P                  ! RR.VR7      p\        P                  ! RR.VR7      p	\        P                  ! RR.VR7      p
\        \        W4      V
4       \        P                  ! RR.4      p\        W4      \        J g   Q hR#   \         d     Li ; i)r   r   r   Fr5  rH  rs  rt  N)r  r  r  r  )r  r  r  r  )r  r  r  r  rM  rO  r   r  rK  )r-  r   r   r;   rR   rq   r  )r   r=  r   r   r  rT  	othertyper   r  bmaskcntrlr   s   &           r   test_mask_or%TestMaskedArrayFunctions.test_mask_ore  so   tsDk*xx8FtV$T vt$T tU#T 9Gt#((;5IT#4[3+.	9K	4'D tsdD\D$<$@AB+{35A+{35A+{35AWU*E2HHeU^$q}&&&  		s   -F$ $F21F2c                   \        . RO. ROR7      p\        . RO. ROR7      p\        . RO. RO.. RO. R	O.R7      p\        W4      '       g   Q h\        WRR7      '       d   Q h\        W4      '       g   Q h\        W4      '       g   Q h\        WRR7      '       g   Q h\        W"4      '       g   Q h\        W"RR7      '       d   Q hR# )
r   r   Fr8  Nr   r  r   r  r7  )r   r   r  s   &   r   test_allequal&TestMaskedArrayFunctions.test_allequal  s    )),)),9i(	9/EF~~~AU3333~~~ ~~~////~~~AU33333r   c                   \         P                  ! . RO\        R7      p\        \	        V4      V4       \         P                  ! RR	.R\        3R\        3.R7      p\	        V4      p\         P                  ! . R
O\        R7      p\        W#4       R\        3RR\        3R\        3.3.pRR.p\         P                  ! WTR7      p\	        V4      p\         P                  ! . RO\        R7      p\        W#4       R# )r   r   r   r   rs  rt  Nrc  r  r  r  r  rN  )r   r   r   r   r   r   )r   r   r-  rq   r+   )r   r   r   rT  r  r   s   &     r   test_flatten_mask*TestMaskedArrayFunctions.test_flatten_mask  s     xx	.\$'.xx(#tsDk0JKD!((<t4T#+tTlT4L%ABC[)xx+D!((-T:T#r   c                    \         P                  ! . RO4      p\        VRR7      p\        V4      p\        W2P                  4       4       \	        VR4      p\        W2P	                  ^^4      4       R# )r   Fr   Nr{  r  )r   r   r   rq   r]   )r   r   rU  r   s   &   r   test_on_ndarray(TestMaskedArrayFunctions.test_on_ndarray  sQ    HH\"!% AwT668$q&!T99Q?+r   c                t   \         P                  ! ^4      pRVn        \         P                  ! . RO4      pV. RO,          p\         P                  P                  W!^ R7      p\        WC4       \         P                  P                  V4      p\         P                  P                  W%^ R7      p\        WC4       R# )r  r  NrQ  )TFTTr  )r   r   r_   r   r  r  rq   )r   r,  condrT  r   marrs   &     r   r  &TestMaskedArrayFunctions.test_compress  s~     iil	xx12i.uu~~da~0T#uu{{3uu~~dq~1T#r   c                   \         P                  P                  ^^.4      p\         P                  P                  V4      p\	        \        V4      \         P                  J 4        ! R R\         P                  4      p\         P                  P                  V! ^ R7      4      p\         P                  P                  V4      p\	        \        V4      VJ 4       \         P                  P                  ^.^..4      p\        VP                  ^4       \         P                  P                  ^.....4      p\        VP                  ^4        ! R R\        4      p\         P                  P                  V! . .. ..4      4      p\        VP                  ^4        ! R R\        4      p\         P                  P                  V! . .. ..4      4      p\        V^*4       R# )r   c                       ] tR tRtRtR# )3TestMaskedArrayFunctions.test_compressed.<locals>.Ai  r   Nr!  r"  r#  r$  r%  r   r   r   r5  r        r   r5  ru  c                       ] tR tRtRtR# )3TestMaskedArrayFunctions.test_compressed.<locals>.Mi  r   Nr  r   r   r   rE  r    r  r   rE  c                   &   a  ] tR tRt o R tRtV tR# )r  i  c                    ^*# )rq  r   r  s   &r   r  >TestMaskedArrayFunctions.test_compressed.<locals>.M.compressed  s    r   r   N)r!  r"  r#  r$  r  r%  r&  r'  s   @r   rE  r    s      r   N)
r   r  r   r  rn   r  r   rq   r   r   )r   r   r   r5  rE  s   &    r   r  (TestMaskedArrayFunctions.test_compressed  s[    EEKKAuu"T
bjj()	

 	 EEKK
#uu"T
a  uu!qc
+TYY"uuQC5',TYY"	 	 uuB4",0TYY"	 	 uuB4",0T2r   c                \   \        \        P                  ! ^4      ^4      p\        P                  ! ^^.4      p\        . ROR
4      p\        P                  P                  WRR7      p\        WC4       \        P                  P                  WRR7      p\        WCRR
 4       \        P                  P                  WRR7      p\        WC^R
 4       \        . ROR
4      p\        P                  P                  WRRR7      p\        WC4       \        P                  P                  WRRR7      p\        WCRR
 4       \        P                  P                  WRRR7      p\        WC^R
 4       \        P                  P                  ^^.. RO4      p\        V\        . ROR
4      4       ^^.p\        . ROR
4      p\        P                  P                  WRR7      p\        V\        . ROR
4      4       \        P                  P                  WR	R7      p\        V\        . ROR
4      4       R# )r   ra  rL  sameNvalidF)rM  propagate_mask)r  Tr   )r   r   r   r   r  r   )r   r   r   r   r  r   r7  )r   r   r   r   )r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   )r>   r   r   r   r  convolverq   )r   r   r   r	  r   s   &    r   test_convolve&TestMaskedArrayFunctions.test_convolve  s   1q)HHaV2B7uu~~a~0T"uu~~a~0T#2;'uu~~a~1T!B<(0"5uu~~a~FT"uu~~a~FT#2;'uu~~a~GT!B<(uu~~q!fi0T<b9:F,uu~~a5~9T<(8"=>uu~~a4~8T<(<bABr   )r_  N)2r!  r"  r#  r$  r   r   r  r  r	  r  r  r  r  r  r   r$  r'  r*  r/  r<  r  r  skipifrv   rF  rI  rL  rP  rT  rW  r[  r^  rb  rl  r  ro  r  r  r  r  r  r  r  r  r  r  r  r  r%  r&  r'  s   @r   r  r  ;  s!    *'( #@C@&" ,"$&2(
.*+@ [[(FG) H)B1 ,,:$+	+	-$; [[VdE]3	? 4	?0.=,4,3\.?` 'D4"$$,$"H C  Cr   r  c                   b   a  ] tR tRt o R tR tR tR tR tR t	R t
R	 tR
 tR tR tRtV tR# )TestMaskedFieldsi  c           	         . R
Op. ROp. ROpR\         3R\        3R.pR\        3R\        3R\        3.p. ROp\        \	        \        WV4      4      WdR7      pRVRVRVRV/V n        R	# )r   r   r   r  r  baser   ddtyper  Nrn  )ru  rv  r  r  r  )r  r  threefourfiver   r  )r   r   r-  r   r   r   r   )r   ilistflistslistr  r  r   r  s   &       r   r   TestMaskedFields.setup_method	  sr    )7*sElL9+T{S$K8T#eE23$MT6468VT	r   c                   V P                   R ,          pV P                   R,          p\        Vn        \        VP                  \
        P                  ! VP                  VR7      4       \        Vn        \        VP                  \
        P                  ! VP                  VR7      4       RVn        \        VP                  \
        P                  ! VP                  VR7      4       RVn        \        VP                  \
        P                  ! VP                  VR7      4       . ROVn        \        VP                  \
        P                  ! R Uu. uF  q3W33NK  	  upVR7      4       R# u upi )r  r  r   FTNr  )r   rR   r   rr   r   r   rl   r_   r<   rT   r   )r   r  r  r   s   &   r   test_set_records_masks'TestMaskedFields.test_set_records_masks  s    yy 8$	TZZ$**F)KL	TZZ6)JK	TZZ$**F)KL	TZZ6)JK#	TZZXX/&J/Q1y/&J,24	5&Js   E+c                   V P                   R ,          pVR,          VR,          VR,          rCp\        \        R3V^ &   \        VP                  \        4       \        VP
                  . RO4       \        VP                  \        4       \        VP
                  \        RRRR.4       \        VP                  R	4       \        VP
                  . RO4       R
# )r  r   r   r  r   rv  r  r  r  r9  N)r   r   r   r   r   )   pirY  s   three   four   fiver   r   rq   r   r   r   r   r   r  base_abase_bbase_cs   &    r   test_set_record_element(TestMaskedFields.test_set_record_element&  s    yy $(ItCy$s)r4.QV\\3'V\\?3V\\5)V\\BS#s#;<V\\5)V\\@	Br   c                   V P                   R ,          pVR,          VR,          VR,          rCp\        \        R3VR&   \        VP                  \        4       \        VP
                  . R
O4       \        VP                  \        4       \        VP
                  \        \        \        RR.4       \        VP                  R4       \        VP
                  . RO4       R	# )r  r   r   r  r   r  r  r  r9  N)r   r   r   r   r   )r  r  r  r  r  r  r  s   &    r   test_set_record_slice&TestMaskedFields.test_set_record_slice6  s    yy $(ItCy$s)D>RV\\3'V\\?3V\\5)V\\BBS#9:V\\5)V\\<	>r   c                    V P                   R,          p\        V^ &   R FN  p\        W,          P                  . RO4       \        W,          P                  VP                  V,          4       KP  	  R# )zCheck record accessr  N)r   r   r  r  )r   r<   rq   r   r   )r   r  r  s   &  r   test_mask_element"TestMaskedFields.test_mask_elementE  sK    yy Q A7

16 !r   c                   R \         3R\        3.p\        ^VR7      p\        \	        V4      \
        P                  ! . RORR.R7      4       \        VR&   \        \	        V4      \
        P                  ! . RORR.R7      4       R# )	r   r   r   rx  N)r  r  r  )r   |b1)r   r  )r  r  r  )r   r   r%   rq   r/   r   r   r<   )r   rD  r   s   &  r   test_getmaskarray"TestMaskedFields.test_getmaskarrayN  s{    *sEl+Qf%\$'XX6%1<$@B	C Q\$'XX6%1<$@B	Cr   c                   \        \        \        P                  ! ^
4      \        P                  P                  ^
4      4      4      p\        P                  ! V4      p\        VR\        3R\        3.R7      pRVP                  ^ &   \        P                  ! ^.^^ .,          ,           \        R7      pVP                  \        4      p\        WRP                  4       4       \        VP                  V4       VP                  \        ^34      p\        WR4       \        VP                  VP                  R^4      4       R# )r   r   r   r   Nr  r   )r   r   r   r   r   r   r   r   r   r-  r  rq   r[   r]   )r   iteratorr   r   controlmaskr   s   &     r   	test_viewTestMaskedFields.test_viewZ  s    BIIbM299>>"+=>?xx!(C<#u">?q	hhsR1#X~T:vve}T::<(TYY,vvuaj!T TYY 3 3B :;r   c           
       a R \         3R\         3.p\        \        \        \        P
                  P                  ^
4      \        P                  ! ^
4      4      4      VR7      o\        P                  ! \        \        . RO. RO4      4      R \        3R\        3.R7      Sn	        V3R lpV! ^4       V! ^ 4       V! R4       R# )r   r   r   c                   < \        \        SV ,          4      \        4       \        SV ,          P                  SP                  V ,          4       \        SV ,          P
                  SP
                  V ,          4       \        \        SV R 3,          4      \        4       \        SV R 3,          P                  SP                  V R 3,          4       \        SV R 3,          P
                  SP
                  V R 3,          4       R# ).N)rq   r  rQ   rr   r   r   r   )r5  r   s   &r   _test_index2TestMaskedFields.test_getitem.<locals>._test_indexq  s    adU+ 1QWWQZ8 1QWWQZ8a3i+6 1c6!''!S&/B 1c6!''!S&/Br   N)
r   r   r   r   r   r   r   r   r   r   )
r   r   r   r   r   r   r   r   r   r   r2  )
r   r   r   r   r   r   r   r   r-  r   )r   rD  r  r   s   &  @r   test_getitemTestMaskedFields.test_getitemj  s    ,e-$s299>>"-ryy}=>fM$s#A#A C D"%tsDk :<	C 	AABr   c                p   \         P                  ! R \        3R\        3.4      p\         P                  P                  RR.VR7      pRVR ,          ^&   \        VR ,          \         P                  ! RR.4      4       RV^,          R &   \        VR ,          \         P                  ! RR.4      4       \         P                  ! R \        3R\        3.4      p\         P                  ! R	R
.VR7      p\         P                  P                  RVR7      p^VR ,          ^ &   \        VP                  V4       \         P                  P                  RVR7      p^V^ ,          R &   \        VP                  V4       \         P                  ! R
R
.VR7      p\         P                  P                  RVR7      pVP                  4        ^VR ,          ^ &   \        VP                  V4       \         P                  P                  RVR7      pVP                  4        ^V^ ,          R &   \        VP                  V4       R# )r   r   r   r   r   r   N)r   r   )r   r   r  )TTr  )r   r   r   r   r  r   rq   r   r-  r  r   r  )r   rD  r  r  rT  r   s   &     r   test_setitemTestMaskedFields.test_setitem~  s    C<#s45UU(36B3
RWbhhSz231c
RWbhhSz23C;d45((M<8GEET0#q	QVVW%EET0!S	QVVW%((L,7vFEET0	#q	QVVW%EET0	!S	QVVW%r   c                    \         P                  P                  ^RR7      p\         P                  P                  ^4      pW^ &   \	        VP
                  . RO4       R# )r   Tr   Nr  )r   r  r=   r   rp   r   )r   mask_0dr,  s   &  r   test_setitem_scalar$TestMaskedFields.test_setitem_scalar  sB    %%$$QT$2eell1oA388%9:r   c                    V P                   R ,           F2  p\        \        V4      \        V P                   R,          4      4       K4  	  R# )r  r  N)r   rq   r   )r   recs   & r   test_element_len!TestMaskedFields.test_element_len  s4    99V$$CS3tyy':#;< %r   r   N)r!  r"  r#  r$  r   r  r  r  r  r  r  r  r  r  r  r%  r&  r'  s   @r   r  r    sD     U5&B >7
C< (&<;= =r   r  c                   ,   a  ] tR tRt o R tR tRtV tR# )TestMaskedObjectArrayi  c                   \         P                  P                  R R .4      p\        \        3 EF  p\         P
                  ! ^4      P                  V4      p\         P
                  ! ^4      P                  V4      pW1^ &   WA^&   \        V^ ,          VJ 4       \        V^,          VJ 4       \        \        VR,          \        4      4       \        \        VR,          \        4      4       \        VR,          R,          VJ 4       \        VR,          R,          VJ 4       \         P                  P                  V^ &   \        V^,          VJ 4       \        \        VR,          \        4      4       \        \        VR,          \        4      4       \        VR,          P                  R4       \        VR,          R,          VJ 4       \        V^ ,          P                  V4       \        V^ ,          P                  R4       \        VR,          R,          P                  V4       \        VR,          R,          P                  R4       EK"  	  R # )NTr   .)r   .r   )r   r  r   r   ro  rP  r   rn   r  r   r<   rq   r   r   )r   r,  rr  a0a1s   &    r   r  "TestMaskedObjectArray.test_getitem  s   eekk4,'&/B!!"%B!!"%BFFCFbL!CFbL!Js6{K89Js6{K89CKOr)*CKOr)*UU\\CFCFbL!Js6{K89Js6{K89V))40CKOr)* Qb)Qd+VR--r2VR--t43 "r   c                   \         P                  P                  R R .4      p\         P                  ! \         P                  P                  .\        4      R,          VR&   \        VP                  ^ ,          \         P                  P                  J 4       \        V^ ,          \         P                  P                  J 4       \         P                  P                  V^ &   \        V^ ,          \         P                  P                  J 4       R # )Nr  )r   r  r   r<   ro  rn   r   )r   r,  s   & r   test_nested_ma$TestMaskedObjectArray.test_nested_ma  s    eekk4,'hh~v6v>F 	ruu||+, 	A"%%,,&' AA"%%,,&'r   r   N)r!  r"  r#  r$  r  r	  r%  r&  r'  s   @r   r  r    s     5:( (r   r  c                   J   a  ] tR tRt o R tR tR tR tR tR t	R t
R	tV tR
# )TestMaskedViewi  c                |   \        \        \        P                  ! ^
4      \        P                  P                  ^
4      4      4      p\        P                  ! V4      p\        VR\        3R\        3.R7      pRVP                  ^ &   \        P                  ! ^.^^ .,          ,           \        R7      pW#V3V n
        R# )r   r   r   r   Nr  )r   r   r   r   r   r   r   r   r   r-  r   )r   r  r   r   r  s   &    r   r   TestMaskedView.setup_method  s    BIIbM299>>"+=>?xx!(C<#u">?q	hhsR1#X~T:k*	r   c                    V P                   w  rpVP                  4       p\        \        V\        4      4       \        VP                  VP                  4       \        VP                  VP                  4       R # r   )r   r  rn   r  r   rq   r   r   r   r   r   r  r   s   &    r   test_view_to_nothing#TestMaskedView.test_view_to_nothing  sN    !%+vvx
4-.TZZ)TZZ)r   c                ,   V P                   w  rpVP                  \        P                  4      p\	        \        V\        4      '       * 4       \        WBP                  4       \        WAP                  VP                  4      P                  4       4       R # r   )r   r  r   r   rn   r  r   rq   r   rr   r   r<  r  s   &    r   test_view_to_type TestMaskedView.test_view_to_type  s^    !%+vvbjj!Jt[112T77#T99QWW#5#=#=#?@r   c                    V P                   w  rpVP                  \        4      p\        \	        V\
        4      4       \        WAP                  4       4       \        VP                  V4       R # r   )	r   r  r   rn   r  r   rq   r[   r   r  s   &    r   test_view_to_simple_dtype(TestMaskedView.test_view_to_simple_dtype  sH    !%+vve}
4-.T::<(TYY,r   c                   V P                   w  rpVP                  R \        3R\        3.4      p\        VP                  P
                  P                  R4       \        VR ,          VR,          4       \        VR,          VR,          4       V^ ,          P                  R \        3R\        3.4      p\        \        V\        4      4       \        VP                  P
                  P                  R4       \        VR ,          VR,          ^ ,          4       \        VR,          VR,          ^ ,          4       VR,          P                  R \        3R\        3.4      p\        \        V\        4      4       \        VP
                  P                  R4       \        VR ,          VR,          R,          4       \        VR,          VR,          R,          4       R# )r5  rH  r   r   N)r5  rH  r   )
r   r  r   rq   r   r   r6  rn   r  r   r  s   &    r   test_view_to_flexible_dtype*TestMaskedView.test_view_to_flexible_dtype  sG   !%+vvU|c5\23TYY__**J7T#Y#'T#Y#'tyy3,e56
4-.TYY__**J7T#Y#q	*T#Y#q	*uzzC<#u67
4-.TZZ%%z2T#Y#r
+T#Y#r
+r   c                6   V P                   w  rpVP                  \        ^34      p\        \	        V\
        4      4       \        WA4       \        VP                  VP                  R^4      4       V^ ,          P                  \        ^34      p\        \	        V\
        4      4       \        WA^ ,          4       \        VP                  R4       VR,          P                  \        ^34      p\        \	        V\
        4      4       \        WAR,          4       R# )r   Nr   r  )	r   r  r   rn   r  r   rq   r   r]   r  s   &    r   test_view_to_subdtype$TestMaskedView.test_view_to_subdtype  s    !%+vvuaj!
4-.T TYY 3 3B :;tyy%$
4-.T7#TYY'uzz5!*%
4-.T8$r   c                   V P                   w  rpVP                  \        ^3\        P                  4      p\        WA4       \        \        V\        P                  4      4       \        \        V\        4      '       * 4       R# )r   N)	r   r  r   r   r  rq   rn   r  r   r  s   &    r   test_view_to_dtype_and_type*TestMaskedView.test_view_to_dtype_and_type  sU    !%+vvuaj"++.T 
4-.Jt[112r   r   N)r!  r"  r#  r$  r   r  r  r  r  r  r   r%  r&  r'  s   @r   r  r    s.     +*A-,(%"3 3r   r  c                   ,   a  ] tR tRt o R tR tRtV tR# )TestOptionalArgsi'  c                *   \         P                  ! R 4      P                  R4      p\         P                  ! ^\        R7      P                  R4      pRVR&   \         P
                  P                  WR7      pR pR pR	 F  pV! WcV4       V! WcV4       K  	  R
 F  pV! WcV4       K  	  \         P                  ! ^4      P                  R4      ^,          ^ 8H  p\         P
                  P                  WR7      pR F  pV! WcV4       V! WcV4       K  	  R# )      8@r   Tr   c           	      8   \         P                  ! V 4      p\        P                  P                  V 4      p\	        V! V^R7      RRR13,          V! VRRR13,          ^R7      4       \	        V! VRR7      RRR13,          V! VRRR13,          RR7      4       R# )r   r  .Nr   r  )rS  __getattribute__r   r  rq   r6  r   r   numpy_fma_fs   &&&  r   testaxis4TestOptionalArgs.test_ndarrayfuncs.<locals>.testaxis1  s    ,,Q/G55))!,D aacrc2GAc3B3hKa4PQaf-c3B3h7 386:<r   c           	          \         P                  ! V 4      p\        P                  P                  V 4      p\	        V! VR R7      P
                  V! VR R7      P
                  4       \	        V! VRR7      P
                  V! VRR7      P
                  4       \	        V! V^R R7      RRR13,          V! VRRR13,          ^R R7      4       \	        V! VRR R7      RRR13,          V! VRRR13,          RR R7      4       R# )TkeepdimsFr  r/  .Nr   r  )rS  r'  r   r  rq   r_   r(  s   &&&  r   testkeepdims8TestOptionalArgs.test_ndarrayfuncs.<locals>.testkeepdims:  s    ,,Q/G55))!,D a$/55 T288:a%066 U399; aa$7SbSA 381tDFaft<S#2#XF 386DIKr   Nr`  )rx  rx  r   )rf   r9  rh  rf  rg  r  )r   r   )r   r   r]   rl   r-  r  r   )r   r   rU  r   r+  r1  r6  s   &      r   test_ndarrayfuncs"TestOptionalArgs.test_ndarrayfuncs(  s     IIdO##I.HHRt$,,Y7(EEKKK"	<	K  7AQ1q! 7  AQ1   YYr]""9-1Q6EEKKK"AQ1q!  r   c           	        \         P                  ! R 4      P                  R4      p\         P                  ! ^\        R7      P                  R4      pRVR	&   \         P
                  P                  WR7      p\        \        V4      ^4       \        \        V^R7      ^\        R
4      ,          4       \        \        VRR7      ^\        R4      ,          4       \        \        VRR7      ^\        R4      ,          4       \        \        V^RR7      ^\        R4      ,          4       \        \        VRRR7      ^\        R4      ,          4       \        \        VRR7      ^\        R
4      ,          4       \        \        \        VRR7       \        \        \        V^R7       \         P
                  P                  V\        R7      p\        \        V4      ^4       \        \        V^R7      ^\        R
4      ,          4       \        \        VRR7      ^\        R4      ,          4       \        \        VRR7      ^\        R4      ,          4       \        \         P                  ! \        VRR7      4      ^4       \        \        V^RR7      ^\        R4      ,          4       \        \        VRRR7      ^\        R4      ,          4       \        \        VRR7      ^\        R
4      ,          4       \        \        \        VRR7       \        \        \        V^R7       \        \        \         P
                  P                  4      ^ 4       \        \        \        \         P
                  P                  ^4      ^R7       R# )r%  r   Tr   r  r.  r0  Nr`  )rx  r   rx  )r   r   r  r  r7  )r   r   r   )r   r   r   r2  r  )r   r   r]   rl   r-  r  r   rq   r!   rT   rw   r  r   rR   r   r<   )r   r   rU  r   s   &   r   
test_countTestOptionalArgs.test_countW  sM    IIdO##I.HHRt$,,Y7'
EEKKK"U1Xr"U11%q4<'78U16*AT
N;U1t,b4	?.BCU11t4a$y/6IJU16D91tI;NOU12&DL(89j%8i2 EEKKK'U1Xr"U11%q4<'78U16*AT
N;U1t,b4	?.BCRWWU1t45q9U11t4a$y/6IJU16D91tI;NOU12&DL(89j%8i2 	U255<<(!, 	iAQ?r   r   N)r!  r"  r#  r$  r3  r6  r%  r&  r'  s   @r   r#  r#  '  s     -"^$@ $@r   r#  c                      a  ] tR tRt o R tR tR tR tR tR t	R t
R	 tR
 tR tR tR t]P"                  P%                  RR7      R 4       t]P"                  P%                  RR7      R 4       tR tR tRtV tR# )TestMaskedConstanti~  c                   \        V! \        P                  P                  ^4      \        P                  P                  J 4       \        P                  ! . RO4      pV! \        P                  P                  V4      p\        V\        P                  P                  J4       \        \        V\        P                  P                  P                  4      '       * 4       \        VP                  VP                  4       \        \        P                  P                  V4      \        P                  ! VP                  \        R7      4       R# )r   r   Nr   )rn   r   r  r<   r   r  r  MaskedConstantrq   r_   r.   rT   r-  )r   r   vectorr	  s   &&  r   _do_add_testTestMaskedConstant._do_add_test  s    BEELL!$45 )$RUU\\6* 	beell*+Jvruuzz'@'@AABV\\6<<0RUU]]6*BGGFLL,MNr   c                D    V P                  \        P                  4       R # r   )r=  r   r   r  s   &r   
test_ufuncTestMaskedConstant.test_ufunc  s    "&&!r   c                *    V P                  R  4       R# )c                     W,           # r   r   r   r   s   &&r   r   2TestMaskedConstant.test_operator.<locals>.<lambda>  s    qur   N)r=  r  s   &r   test_operator TestMaskedConstant.test_operator  s    ,-r   c                6   \         P                  P                  \         P                  P                  4      p\	        \        V\         P                  P                  P                  4      '       * 4       \	        V\         P                  P                  J4       R # r   )r   r  r   r<   rn   r  r  r;  rN  s   & r   	test_ctorTestMaskedConstant.test_ctor  sS    EEKK% 	Jq"%%**";";<<=%&r   c                    \        \        \        P                  P                  4      R 4       \        P                  P
                  P                  \        P                  P                  P                  4      p\        \        V4      R 4       R# )r<   N)
rq   r  r   r  r<   r   __new__r  r;  rt   )r   masked2s   & r   	test_reprTestMaskedConstant.test_repr  sS     	T"%%,,'2 %%##++BEEJJ,E,EFg1r   c           	        ^ RI Hp \        ^\        P                  ^,           4       F  pV! 4       ;_uu_ 4       p\        P
                  ! \        P                  P                  W2R7       VP                  ^ 4       \        P                  ! V4      pRRR4       \        X\        P                  P                  J 4       K  	  R#   + '       g   i     L;; i)r   )BytesIOr  N)iorQ  r  r  r  dumpr   r  r<   seekloadrn   )r   rQ  r  r6  r0  s   &    r   test_pickleTestMaskedConstant.test_pickle  sz    1f559:EaBEELL!<q	kk!n  C255<<'( ;s   ACCc                    \        \        P                  P                  P	                  4       \        P                  P                  J \        P
                  P	                  4       \        P
                  J 4       R # r   )rq   r   r  r<   r   True_r  s   &r   r  TestMaskedConstant.test_copy  sC     	EELL255<</HHMMOrxx'	)r   c                    ^ RI p\        VP                   ! \        P                  P                  4      \        P                  P                  J 4       R# rX  )r   rn   r   r  r<   r   r   s   & r   
test__copyTestMaskedConstant.test__copy  s.    IIbeell#ruu||3	5r   c                    ^ RI p\        VP                  ! \        P                  P
                  4      \        P                  P
                  J 4       R# rX  )r   rn   r  r   r  r<   r\  s   & r   r   TestMaskedConstant.test_deepcopy  s.    MM"%%,,'255<<7	9r   c                   \         P                  P                  p\        \         P                  P                  P
                  \        P                  VR^4       \        \        \        P                  VP                  R^4       \        \        \        P                  VP                  RR4       \         P                  P                  P                  \         P                  P                  4      p\        \        \        P                  VR^4       \        \        \        P                  VP                  R^4       \        \        \        P                  VP                  RR4       R# )r   FNr   )r   r  r<   rw   r  r   r  setitemr  r   r   r  r   )r   origr  s   &  r   test_immutable!TestMaskedConstant.test_immutable  s    uu||beejj**H,<,<dBJj("2"2DIIr1Ej("2"2DIIr5Iuu||  !2!23j("2"2D"a@j("2"2DIIr1Ej("2"2DIIr5Ir   c                   \         P                  ! R\        4      p\        \        \
        P                  VR\         P                  P                  4       \        \        \        \         P                  P                  4       R # r  )	r   rl   r   rw   r   r  rb  r  r<   )r   a_is   & r   test_coercion_int$TestMaskedConstant.test_coercion_int  sD    hhr3i!1!13BEELLIibeell3r   c                    \         P                  ! R\        4      p\        \        \
        P                  VR\         P                  P                  4       \        \         P                  ! VR,          4      4       R # r  )r   rl   r   rx   r  r  rb  r  r<   rn   r  )r   a_fs   & r   test_coercion_float&TestMaskedConstant.test_coercion_float  sE    hhr5![("2"2CRUU\\JR!"r   zSee gh-9750r>  c                    \         P                  ! RR 4      p\         P                  P                  VR&   \	        VR,          R4       R# )U10rj  Nr   r   rl   r  r<   rq   )r   a_us   & r   test_coercion_unicode(TestMaskedConstant.test_coercion_unicode  s1    hhr5!%%,,BSWd#r   c                    \         P                  ! RR 4      p\         P                  P                  VR&   \	        VR,          R4       R# )S10s   --Nr   rp  )r   a_bs   & r   test_coercion_bytes&TestMaskedConstant.test_coercion_bytes  s1    hhr5!%%,,BSWe$r   c                    ! R  R\        \        P                  P                  4      4      pV! 4       p\	        W!! 4       J 4       \	        V\        P                  P                  J4       \        \        V4      R4       R# )c                       ] tR tRtRtR# )-TestMaskedConstant.test_subclass.<locals>.Subi  r   Nr  r   r   r   Subr{    r  r   r|  r<   N)r  r   r  r<   rn   rt   r  )r   r|  r   s   &  r   test_subclass TestMaskedConstant.test_subclass  sU    	$ruu||$ 	 ESU
%&a(+r   c                    \        \        \        \        P                  P
                  R R4       \        \        \        \        P                  P
                  R\        P                  4       R# )r_   r   Nr  )rw   r  setattrr   r  r<   ry  r  s   &r   test_attributes_readonly+TestMaskedConstant.test_attributes_readonly  s6    ngruu||WdKngruu||WbhhOr   r   N)r!  r"  r#  r$  r=  r@  rF  rI  rN  rV  r  r]  r  rd  rh  rl  r  r  xfailrr  rw  r}  r  r%  r&  r'  s   @r   r9  r9  ~  s     O".'2))5
9
	J4
#
 [[m,$ -$
 [[m,% -%
,P Pr   r9  c                   &   a  ] tR tRt o R tRtV tR# )TestMaskedWhereAliasesi  c                   \        \        P                  ! R.4      \        P                  ! R4      4      p\	        VP
                  R.4       \        \        P                  \        P                  4      p\	        VP
                  R4       \        P                  P                  \        P                  \        P                  ) 4      p\	        VP
                  R4       \        P                  P                  . RO^RR7      p\        VP
                  \        P                  P                  J 4       \        P                  P                  . RO^RR7      p\	        VP
                  R.^,          4       R# )g      @TFrS  Ng      i r{  )
rG   r   r   r  rq   r   r  r  rn   rR   )r   r0  s   & r   test_masked_values)TestMaskedWhereAliases.test_masked_values  s    BHHhZ0"((62BCSXXv&BFFBFF+SXXt$ee!!"&&266'2SXXu%ee!!,$!?BEELL()ee!!,%!@SXXw{+r   r   N)r!  r"  r#  r$  r  r%  r&  r'  s   @r   r  r    s     , ,r   r  c                      \         P                  P                  . RO. ROR7      p \        \         P                  ! V 4      ^.^..4       R# )r   r   Nrs  )r   r   r   r   )r   r  r   rq   argwherer  s    r   test_masked_arrayr    s2    
L|4AQ1#s,r   c                  \   \         P                  P                  . RO4      p \         P                  P                  V ^8H  V RR7      p\	        V P
                  . RO4       \         P                  P                  . RO. ROR7      p \         P                  P                  V ^8H  V RR7      p\	        V P
                  . RO4       \         P                  P                  \         P                  ^^^^.4      p \         P                  P                  V RR7      p\	        V P
                  . R	O4       R# )
r   Fr  r   Nr{  )FFTFr  )TFTF)TFFFF)r   r  r   rH   rp   r   r  ra  )r   r  s     r   test_masked_array_no_copyr    s    
L!A
16151Aqvv:;
L|4A
16151Aqvv9:
RVVQ1a()A
QU+AqvvABr   c                  F   \         P                  P                  . RO^R7      p \         P                  P                  . RO^R7      p\         P                  P                  W4      p. ROp. R	Op\	        VP
                  V4       \	        VP                  V4       \         P                  P                  R
4      p \         P                  P                  R4      p\         P                  P                  W4      p^.^,          pR.^,          R.^,          ,           p\	        VP
                  R,          V4       \	        VP                  V4       \         P                  P                  WRR7      p\	        VP
                  R,          V4       \	        VP                  V4       R# )r   r  FTNr  r   )r   r   r   )r   r   r   r   r   r   )FTFFFTr  )r   r   r  )	r   r  r>   r  rp   r   r   r  rT   )r   r   r	  expected_datar  s        r   test_append_masked_arrayr    s   
9A.A
9A.AUU\\!F&M<Mv{{M2v{{M2
 A


6AUU\\!FC!GMFQJ%1,Mv{{26v{{M2UU\\!T\*Fv{{26v{{M2r   c                     \         P                  P                  . RO^R7      p \         P                  P                  . RO. RO.^4      p\	        \
        \         P                  P                  W^ R7       \         P                  P                  V \         P                  R3,          V^ R7      p\         P                  P                  ^^
4      p\         P                  P                  V^^.&   VP                  R4      p\        VP                  VP                  4       \        VP                  VP                  4       R# )	r   r  r  rx  Nr   r  r  rq  )r   r  r>   rG   rw   r  r  newaxisr   r<   r]   rp   r   r   )r   r   r	  r/  s       r   #test_append_masked_array_along_axisr  .  s    
9A.A
Y	2A6A *beellAq9UU\\!BJJM*AA\6Fuu||Ar"Huu||HaV'Hv{{HMM2v{{HMM2r   c                  4    \        \        R4      R8H  4       R# )r   Ny      ?      ?y@xD        )rn   r"   r   r   r   test_default_fill_value_complexr  <  s    v&,67r   c                  r    \        . RO. ROR7      p \        P                  ! V R V R7      p\        WJ 4       R# )r   r   r  NrH  rc  )r   r   r   rn   r   s     r   test_ufunc_with_outputr  A  s+     	l+A
q"!AAFOr   c                    \        . RO. ROR7      p \        . RO. ROR7      p\        . RO. ROR7      p\        . R	O. ROR7      pVP                  4       p\        P                  ! WV4      pVP                  4       p\        P                  ! WVR7      pVP                  4       p\        P                  ! WV3R7      p	\	        VP
                  VP
                  4       \	        VP                  VP                  4       \	        V	P
                  VP
                  4       \	        V	P                  VP                  4       \	        VP
                  VP
                  4       \	        VP                  VP                  4       R# )
z/Test that masked arrays are immune to gh-10459 r   r  Nr   r   r  r  rc  )rX  rP  r|  )r   r   r   r   rq   r   r   )
r   r   r  r/  out_posres_posout_kwres_kwout_tupres_tups
             r   test_ufunc_with_out_variedr  I  s     	l+Al+A
9
-C\	2HhhjGffQ7#GXXZFVVAf%FhhjGffQz*Gx}}-x}}-x}}-x}}-x}}-x}}-r   c            
      "   \         P                  ! R \        ^3RR\        3.3.4      p \	        . ROR3. ROR3.. ROR3. ROR3..V R7      p\         P
                  P                  V^ ,          R ,          ^ &   VP                  V 4      pVP                  P                  \         P                  ! V 4      P                  8X  g   Q hVP                  P                  P                  \         P                  ! V 4      P                  8X  g   Q h\        W4       \        WP                  VP                  RR7      J 4       \        \        VP                  VP                  RR7      4      \         P                  4       VP                  VP                  RR7      p\        VP                  P                  4       \        VP                  P                  P                  4       \         P                  ! WR	R
7      pVP                  P                  \         P                  ! V 4      P                  8X  g   Q hVP                  P                  P                  \         P                  ! V 4      P                  8X  g   Q h\        W4       \        V\         P                  ! WRR	R7      J 4       \         P                  ! WP                  RR	R7      p\        VP                  P                  4       \        VP                  P                  P                  4       R# )r3  r   r   r   Fr  )subokrY  r[  T)r   r  N)r   r   r  )r   r\  r  r   rk  rl  )r   )r   )r   r   r   r   r   r  r<   r   r6  r   rq   rn   r  r   rR  f_contiguous)descrr   x_ax_fx_a2x_f2s         r   test_astype_mask_orderingr  b  s   HHsCmcS%L>%:;<E
V		623
V		6235<A	CA 55<<AaDIaL
((5/C99??bhhuo3333388>>288E?#8#8888A!''../ahhqwweh45rzzB
((177#(
&CCII""#CHHNN''( 88A$/D::rxx4444499??  BHHUO$9$9999A!t4@@A88AWWCt<DDJJ##$DIIOO(()r   r  r  r  z'ignore::numpy.exceptions.ComplexWarningc                    \         P                  P                  \        ^V 4      ^R7      pVP	                  V4      p\        VP                  ^8H  4       \        VP                  V 8H  4       \        VP                  P                  V 8H  4       \        VP                  ^8H  4       \        VP                  V8H  4       \        VP                  P                  V8H  4       \        W#4       R# )r   r8  N)	r   r  r   rT   r   rn   rI  r   rq   )r  r  srcdsts   &&  r   test_astype_basicr    s    
 %%++d1clq+
1C
**S/CCNNa CIICNN  C'(CNNa CIICNN  C'(r   c                     \         P                  ! . 4      p \         P                  ! ^V 4      p\         P                  P	                  V4      p\        VP                  VP                  4       \        VP                  VP                  4       \         P                  P	                  WR7      p\        VP                  VP                  4       \        VP                  VP                  4       R# )r   r   N)r   r   r%   r  r   rq   r_   )rr  r   r  s      r   test_fieldless_voidr    s    	"B
BA 
QB177#177#	Q	B177#177#r   c                      \         P                  P                  p \         P                  P                  ^V P                  R7      pRVn        \        V P                  P
                  R4       R# )r   r   Nr  r   )r   r  r<   r   r   r_   rq   rD  s     r   0test_mask_shape_assignment_does_not_break_maskedr    sB    
A
AAFF#AAGr"r   zHno docstrings present to inspect when PYTHONOPTIMIZE/Py_OptimizeFlag > 1r>  c                      R  p Rp\        \        P                  P                  P	                  V P
                  R4      V4       R# )c                    R# )zIThis docstring

Has multiple lines

And notes

Notes
-----
original note
Nr   r  s   &r   r  test_doc_note.<locals>.method  s     	r   zNThis docstring

Has multiple lines

And notes

Notes
-----
note

original notenoteN)rq   r   r  r  doc_note__doc__)r  expected_docs     r   test_doc_noter    s3    
L $$V^^V<lKr   c                      \         P                  P                  ^ . RO.\        R7      p \        P
                  ! V 4      pV^,          P                  R4       \        V ^,          4      ^8X  g   Q hR# )r   r    this should not appear in sourceNr  )r   r  r   ro  r   r  r  r   sourcer  s     r   test_gh_22556r    sS    UU[[!Yv[6F}}V$HQK9:vay>Qr   c                     \         P                  P                  RR.R\         P                  R7      p \         P                  ! ^ 4      p\         P
                  ! WRR7      p\         P                  P                  V\         P                  ! VP                  \         P                  R7      R7      p\         P                  P                  RR\         P                  R7      p\        P                  ! V4       \        P                  ! V4       R# )	r   Trk  Fr0  r   r   Nr   )r   r  r=   r  r   r9  rT   r_   r-  r   r  )r  r  r	  r   s       r   test_gh_21022r    s    UUb"XD

KF88A;DWWV7FUU%'WWV\\%I   KFEEBTDEMM%MM&r   c                     \         P                  P                  ^ R.^^.^^.R..^ ^.^ ^ .^ ^ ..\        R7      p \        P
                  ! V 4      pVR,          P                  R^.4       \        V R,          4      ^8X  g   Q h\        VR,          4      ^8X  g   Q h\        VP                  V P                  4       ^VP                  R&   V P                  R,          ^ 8X  g   Q hR# )r   dogcatr  r  NrP  r  )
r   r  r   ro  r   r  extendr   rq   r   r  s     r   test_deepcopy_2d_objr    s    UU[[1e*a&q65/+  !!f !f !f& %  &F }}V$HTN=qABvd|!!!x~!###.HNN4<<"""r   c                      \         P                  P                  ^ ^ .\        R7      p \        P
                  ! V 4      p^VR&   \        V ^ 4       \        V^4       R# )r   r  .N)r   r  r   ro  r   r  rq   r  s     r   test_deepcopy_0d_objr    sG    UU[[!F[3F}}V$HHSM2r   c                  p   \         P                  P                  ^^.RR.RR7      p V P                  R8X  g   Q hV P                  P                  P
                  R8X  g   Q h\         P                  P                  V P                  4       \         P                  ! R^.4      P                  R4      RR7       R# )	r   TFr  r   r  r  )strictN)r   r  r   rI  r   r  rU  rp   r)   r   r   r  s    r   test_uint_fill_value_and_filledr    s    
1a&4-x@A<<6!!!<<""c)))JJ!!	
BHHfa[)00:4 " Ir   )r  
__author__r   r  r  r  sysr  r  	functoolsr   r  rS  r   numpy._core.fromnumeric_corer  numpy._core.umathr  numpy.ma.corer   numpy._utilsr   numpy.exceptionsr   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rU   rV   rW   rX   rY   rZ   r[   r\   r]   r^   r_   r`   ra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   numpy.ma.testutilsrn   ro   rp   rq   rr   rs   rt   ru   numpy.testingrv   rw   rx   ry   rz   numpy.testing._private.utilsr{   r   r  r  r  r  MaskedArrayFutureWarningr   r  charr  r}   r  r  r  r  r  r  r}  r  r  r  r  r  r#  r9  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  rR  optimizer  r  r  r  r  r  )dt_s   0r   <module>r     s?  
 )
     
      - - ! !     &i i i i i i i i i i i i i i i i i i i i i i i i i i iT	 	 	  9UU $5#6     ' '	HHMM**MO %8
8$7S288C=$7
8&
'w88w
'|" |"~q. q.hm, m,`OE OEd
S5 S5jm0 m0`I1 I1XX) X)v
2= 2=jIC ICX_= _=D-( -(`K3 K3\T@ T@nnP nPb, ,*-C3038
.2*@ W5W5EF G 6 6 $# CII&&*e  gLgL:	#"	Iir 9
's   MM