. ! O
d dl Z d dlZd dlZd dlZd dlZd dlZd dlmZ d dlZd dl m
Z
m Z d dl m
Z
d dlmZ d dlZd dlmZmZmZmZmZmZmZmZmZm Z ej ej ej ej ej! ej" ej# ej$ ej% ej& ej' ej( ej) ej* ej+ ej, ej- gZ.ej/ 0 Z1ej2 0 Z3 e4 dgZ5ej6 ej7 ej8 ej9 ej: ej; ej< ej= ej> ej? ej@ ejA ejB g
ZC G d d ZDd ZEejF jG e d
d e
e
eC ejH ejI d
ejH ejI d
d ZJejF jG e
e
eC ejI ejI d ZKejF L dejM ejN g d ZO G d d ZP G d d ZQd ZRd ZS G d d ZT G d d ZU G d d ZV G d d ZWes
G d! d" ZX G d# d$ ZY G d% d& ZZ G d' d( Z[ G d) d* Z\ G d+ d, Z] G d- d. Z^e j_ d/ Z` e
e
e5 e
eC e
e. d0 Za e
e
e5 e
eC e
e. d1 Zb e
e
eC e
e. e
e. d2 ZcejF L d3eC ejF L d4dd5g d6 ZdejF L d3eC ejF L d4dd5g d7 ZeejF L d8ejf d9 ejF L d:d; d< d= gg d>? d@ ZgejF L d8ejf dA ejF L d:dB dC dD ejh dE ejF i dFG H gg dI? dJ ZjejF L d8ejf dK dL ZkejF L d8ejf d9 ejF L d:dM dN gdOdPg? dQ ZldRdSej6 dTfdUdVej7 dTfdWdWej8 dTfdXdXej9 dTfdSdRej; dTfdVdUej: dTfdYdZej= d[fd\d]ejB d[fd^d_ej< d[fd`daej> d[fdbdcej? d[fdddeej@ d[fdfdgejA d[fg
ZmejF L g dhem ejF L diejN ejn ej* g dj Zodk ZpejF L g dhem ejF L dleqeresejM g ejt dm ZudS )n N)_pep440)givensettings) sampled_from)numpy)
assert_ assert_equal
assert_raisesassert_almost_equalassert_array_equalIS_PYPYsuppress_warnings_gen_alignment_data assert_warns
_SUPPORTS_SVEc & e Zd Zd Zd Zd Zd ZdS ) TestTypesc d t D ]'} |d }t |dk d|d| (d S )N error with : got )typesr )selfatypeas t/builddir/build/BUILD/cloudlinux-venv-1.0.10/venv/lib64/python3.11/site-packages/numpy/core/tests/test_scalarmath.py
test_typeszTestTypes.test_types( sP B BEaA AFFuuuaa @ A A A A B B c
t t D ]\ }} |d }t j dg| }t t D ]\ }} |d }t j dg| }||z } ||z }
t | j |
j d|t j | j |t j | j fz d S )N dtyper z$error with types (%d/'%c' + %d/'%c')) enumerater nparrayr r" char) r kr a_scalara_arraylbtypeb_scalarb_arrayc_scalarc_arrays r
test_type_addzTestTypes.test_type_add- s !%(( P PHAu uQxxHhs%000G %e , ,
P
P5 588 (A3e444#h.!G+ X^W]A 4a% 9M N OP P P P
P P Pr c t t D ]9\ }}t j g d| } |g d }t || :d S )Nr r )r# r r$ r% r )r r' r r bs r test_type_createzTestTypes.test_type_createA sb !%(( HAuE**Aiii A A r c T t d D ]}t j dd d S )Ni@
r )ranger$ add)r is r test_leakzTestTypes.test_leakG s4 v A F1aLLLL r N)__name__
__module__ __qualname__r r0 r5 r: r r r r ' sV B B B
P P P( r r c |d }|d }t |t j sJ t |t j sJ |j j dk s|j j dk rnt
j t
j t
j t
j h}| |v r cz3complex comp ufuncs use sort-order, scalars do not.)r ?r r3 z.array**2 can have incorrect/weird result dtypeignoreallerrorT)strict)
isinstancer$ genericr" kindoperatorgegtleltisnanpytestxfailpowitemskipwarningscatch_warningserrstate simplefilterDeprecationWarningr Exceptionraisestype) oparr1arr2scalar1scalar2comp_opsres
scalar_reses r check_ufunc_scalar_equivalencerg N s 2hG2hG grz * *** * grz * *** * z# C!7!7 Khk8;G
>>rx 0 0>BHW4E4E> LN O O O X\diikk-? ? ? DEEE
" "
=
=BKH$=$=$=
=
= g'9::: ="T4..C
GW--J z3t < < < < < % % % tAww''
%
%7G$$$
%
%
%
%
%
%
%
%
%
%
%
%
%
%
% %
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=
=s $H:G) F" G)
G !G,
G 9 GG
G G
GG)GG) H)G- -H0G- 1HHHi' i ) max_examplesdeadliner> )r" shapec ( t | || dS )z
This is a thorough test attempting to cover important promotion paths
and ensuring that arrays and scalars stay as aligned as possible.
However, if it creates troubles, it should maybe just be removed.
N)rg )r^ r_ r` s r #test_array_scalar_ufunc_equivalencerl l s #2tT22222r c t j d| }t j d| }t | || d S )Nr3 r! r )r$ r% rg )r^ dt1dt2r_ r` s r test_array_scalar_ufunc_dtypesrp z sD 8AS ! ! !D
8AS ! ! !D"2tT22222r fscalarc Z t j d } | d }t j || }||z j |k sJ ||z j |k sJ ||z j t j d k sJ t j d |z j t j d k sJ d S )Nr float64float32)r$ int8 result_typer" int16)rq r9 fexpecteds r test_int_float_promotion_truedivrz s
A
A~a##H
E=H $ $ $ $
E=H $ $ $ $
E=BHY / / / / / / HQKK!O "bhy&9&9 9 9 9 9 9 9r c ^ e Zd Zej ed d Zd ZdS ) TestBaseMathzgh-22982reasonc t j dft j dft j dffD ]/\ }}t |d| D ]\ }}}}t j | }t j | |d< t j | |d< t t j || || t t j |d |dz | t t j d| || t j ||| t ||| |dxx t j |j
|
dz z
cc< t t j | t j || | |t j k r7t t j
| t j d| | t j | |d< t j |d| t ||dz | t j | |d< t j d|| t ||dz | 1d S ) N binary)r" r] max_size.err_msgr3 r outr! )r$ rt rs int32r ones_like
zeros_liker r8 arangesizesquaremultiply
reciprocaldivide)r dtszr inp1inp2msgexp1s r test_blockedzTestBaseMath.test_blocked sq
B'"*a 28R.I @ @FB(;"AIEG)I )I )I
@
@$T4 |D)) L . .S M$ / /S #BF4$6$6cJJJJ#BF4OOTAXsKKKK#BF1dOOT3GGGGtTs++++#Cs;;;;S RYty ; ; ;a ?? #BIdOO$&Kd$;$;cK K K K >>'
d(;(;(* !T(:(:SJ J J J L . .S tQC((((#C3???? L . .S q$C((((#C3?????5
@ @ @r c t j dt j dd t j }t j dt j dd t j }t ||z |dz t j ||| t j t j | || t j |t j | | t j t j | | t j |t j | d S )N r! r3 r )r$ zerosru viewrs r r8 r )r dos r test_lower_alignz TestBaseMath.test_lower_align s
HV27 + + +AbD 1 6 6rz B B HV27 + + +AbD 1 6 6rz B BAE1q5)))
q!
r|Aq))))
q",q//q))))
r|A"""
q",q//"""""r N) r; r< r= rQ markrR r r r r> r r r| r| sV [}Z88 @ @ 98 @@
#
#
#
#
#r r| c , e Zd Zd Zd Zd Zd Zd ZdS ) TestPowerc t j t j t j fD ],} |d }|dz }t |dk d|d| -d S )Nr r Q r r )r$ ru rw float16r r tr r4 s r test_small_typeszTestPower.test_small_types sb '28RZ0 ? ?A!AQA AGG11 = > > > > ? ?r c : t j t j t j t j t j fD ]`} |d }|dz }d|d|}t j |t j rt |dk | Nt |d| ad S )N3 r r r i:g r )
r$ r int64rt rs
longdouble
issubdtypeintegerr r )r r r r4 r s r test_large_typeszTestPower.test_large_types s (BHbj"*bmL = =A"AQAA-.QQ2C}Q
++
=W c****#Aw<<<<< = =r c d dD }d dD }t j || D ]\ }}|j t j k r"t t t j || r$ r% .0r s r
zETestPower.test_integers_to_negative_integer_power.. s) 666rxB #666r bhilqc D g | ] }t j d | d S )r r> r r s r r zETestPower.test_integers_to_negative_integer_power.. ' ;;;B#;;;r
bhilqBHILQ ?c D g | ] }t j d | d S r r r s r r zETestPower.test_integers_to_negative_integer_power.. s) 777R $777r c D g | ] }t j d | d S )r3 r> r r s r r zETestPower.test_integers_to_negative_integer_power.. r r rB )
itertoolsproductr" r$ uint64r
ValueErrorrK rS r r] rs r )r expbasei1i2rd s r 'test_integers_to_negative_integer_powerz1TestPower.test_integers_to_negative_integer_power s 76g666 <;l;;; 'c22 - -FBx29$$ j(,B???? l2r** "*4555#C,,,, 87w777 'c22 . .FBx29$$ j(,B???? l2r** "*4555#C---- <;l;;; 'c22 - -FBx29$$ j(,B???? l2r** "*4555#C,,,,
- -r c
t j t j t j t j t j t j t j t j t j g }|D ]}|D ]} |d } |d }||z }d|d|d|dd}t j t j | t j
rt |dk | qt |d| d S ) Nr r3 r and z:got z , expected r )
r$ ru rw r rt rs r r r r" r r r )r typelistt1t2r r4 resultr s r test_mixed_typeszTestPower.test_mixed_types s GRXrzJ
BGHbh2
@
@B
@
@BqEEBqEEA13RRRD=&!1!12:>> @FaK----'3?????
@
@
@r c
P d}d}d}t ||| }t j t j t j fD ]j}t t t j || || t t t j t j || || kd S )N r
) rS r$ r rt complex64r
TypeErrorrK r% )r r r4 r@ ry r s r test_modular_powerz TestPower.test_modular_power s
q!Q<<(BJ 5 I IA )X\11Q44A > > > )X\28AAaDD>>1a H H H H I Ir N)r; r< r= r r r r r r> r r r r sh ? ? ? = = ="- "- "-H@ @ @ I I I I Ir r c | |z | |z fS Nr> )xys r floordiv_and_modr s
FAE?r c 2 | t j d v rdS dS )NUnsignedInteger)r r rA )r$ typecodes)r s r _signsr s R\+
,,,uxr c , e Zd Zd Zd Zd Zd Zd ZdS ) TestModulusc t j d t j d z }t t fD ] }t j || D ]\ }}t j t
| t
| D ]\ }}d}||j ||||fz }t j |dz | d } t j |dz | d }
|| |
\ } } t | |
z | z | | |d k r t |
| cxk od
k nc | t |
| cxk od
k nc | d S ) N
AllIntegerFloat*op: %s, dt1: %s, dt2: %s, sg1: %s, sg2: %sG r! r> r rA r ) r$ r r divmodr r r r; r% r r
r r r^ rn ro sg1sg2fmtr r r4 divrems
r test_modulus_basicz TestModulus.test_modulus_basic! sk
\,
'",w*?
?#V, 3 3B % -b" 5 5
3
3S ) 1&++vc{{ K K
3
3HCFC c3S AACRs333B7ARs333B7A !r!QxxHC Qa====byy C 1 c2222 C 1 c2222
3
3 3 3r c z t t dd }t t dd }|dgz |z }||z }t t j || }t d |D }t j |t j \ }}t j |t j \ } }
t j | dk |dk |dk z z d| } t j |
dk |dk z d|
}
t t fD ]t j d D ]} d
j
d | } | | }
| | }t fd t |
| D \ }}t! || |
t! ||
|
d S )Nir r c 3 ( K | ]
}t | V d S r )r )r r s r z7TestModulus.test_float_modulus_exact..9 s& ++!61:++++++r r! r zop: z , dtype: c . g | ]\ }} || S r> r> )r a_b_r^ s r r z8TestModulus.test_float_modulus_exact..H s' G G GRB G G Gr r )listr7 r r r$ r% intTfloatwherer r r r; astypezipr )r nlstplstdividenddivisorargtgtr r4 tgtdivtgtremr r fafbr r r^ s @r test_float_modulus_exactz$TestModulus.test_float_modulus_exact1 s E$NN##E!SMM""1#:$+9$Xw7788++s+++++x3''')1 #U33356S=a!eA->?vNN6S=QU3T6BB#V, 7 7Bl7+
7
7-/[[[""=XXb\\XXb\\ G G G G3r2;; G G GHS Sᨊ S𐑪
7 7 7r c 0 t j d }t t fD ]}t j || D ]\ }}t j dd D ]\ }}d}||j ||||fz }t j |dz dz | d } t j |dz | d }
|| |
\ } } t | |
z | z | | |d k r t |
| cxk od
k nc | t |
| cxk od
k nc | d S ) Nr r r N g+i)+p>r! r> r rA r )
r$ r r r r r r; r% r r r s
r test_float_modulus_roundoffz'TestModulus.test_float_modulus_roundoffL sW
\'
"#V,
3
3B % -b" 5 5
3
3S ) 1(H E E 3 3HCFC c3S AACRC888 r r r r sc 3 3 3 7 7 763 3 3$!F !F !FF r r c e Zd Zd Zd Zd ZdS )TestComplexDivisionc t j d 5 t j t j fD ]} |d } |d }t t j ||z |t
t j t j }t t j ||z |t
t j t j }t t j ||z |t
t j t j }t t j ||z |t
t j t j }t t j ||z |d }t t j ||z d d d d S # 1 swxY w Y d S )NrC rD r r )
r$ rX r
complex128r r complexr r rP r s r test_zero_divisionz&TestComplexDivision.test_zero_division s
[X
&
&
& ' 'lBM2
'
'AcFFAcFF1
&&&Agbfbf--..1
&&&Agbfbf--..1
&&&Agbfbf--..1
&&&Agbfbf--..1
&&&AbEE1
&&&&
' ' ' ' ' ' ' ' ' ' ' ' ' ' ' ' ' ' 's G G//G36G3c t j d 5 t j t j fD ]}d}|D ]}|d }|d }|d } |t |d |d |t |d |d z }t |j |d t |j |d d d d d S # 1 swxY w Y d S )NrC rD ))r r r r r r r( r( r r )r( r r r r )r( r r r r )r) r( r0 r+ )r- r( r, )r/ r( r* r r r3 )r$ rX r r$ r% r realimagr r datacasesnr exr s r test_signed_zerosz%TestComplexDivision.test_signed_zeros sA
[X
&
&
& 5 5lBM2
5
5 " 5 5E aA aA qB QwqtQqT 2 2 3 3aa!ad8K8K6L6L LF !be444 be44445
5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5s B r> r r r" r" sA ' ' '"5 5 525 5 5 5 5r r" c e Zd Zd Zd Zd Zd Zej e
d d Z ej e j
e j e j
e j k d ej ej d d
d Zd Zd
Zd ZdS )TestConversionc B g d}g d}d t j t j fD ]2}t j || }t d |D | 3t j |d d t j }t d |D |d d d S )N)g .Ag mBg NgmCg .g mg Ngm)i@B l J)l NZoil J)l NZor! c , g | ]}t | S r> r r _ms r r z5TestConversion.test_int_from_long.. s ...b#b''...r r c , g | ]}t | S r> rC rD s r r z5TestConversion.test_int_from_long.. s ***"c"gg***r )r$ rs r r% r r )r r* lir r s r test_int_from_longz!TestConversion.test_int_from_long s 1 1 1
>
>
>
BH- 4 4A!$$$A ..A... 3 3 3 3 HQrrU") , , ,*****BrrF33333r c dD ]}t j t 5 t j t j | j dz | }d d d n # 1 swxY w Y t j | j }t ||k t j d D ][}t j t j | j | }t j | j }t ||k \t j d D ]l}t j
| t j | j }t j | j }t ||k md S )NbBhHr r! r ) rQ warnsrZ r$ r% iinfomaxminr r r" r] )r coderd r s r test_iinfo_long_valuesz%TestConversion.test_iinfo_long_values s D 011
C
Chrx~~ 1A 5TBBB
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C(4..$C C3J L . D(28D>>-T:::C(4..$C C3J L . D(4..%%bhtnn&899C(4..$C C3J s 1AA "A c d }t j t j t j t j fD ]}t t || d S )Nc P | t j | j dz d S Nr )r$ rL rM r! s r overflow_error_funczDTestConversion.test_int_raise_behaviour..overflow_error_func s( E"(5//%) * * * * *r )r$ int_uintlonglong ulonglongr
OverflowError)r rT rO s r test_int_raise_behaviourz'TestConversion.test_int_raise_behaviour sW + + + Wbgr{BLA D DD -) ztype z failedr BHILQPrA bhilqpbhlqpr )r$ r r r% )r rn ro s r &test_numpy_scalar_relational_operatorsz5TestConversion.test_numpy_scalar_relational_operators s < - > >C A#...r2224M N N N BHQc 2 2 22 6666CCC8Q R R R|L1
>
>#...r2RXas5K5K5KB5OOO3633<> > >BHQc 2 2 22 6!39O9O9OPR9S SSS3633<> > > >
> > >C B!3///3335N O O O RXas 3 3 3B 7777SSS9R S S S B"(1C000444###6O P P P
>
>#...r2RXb5L5L5LR5PPP3633<> > >BHQc 2 2 22 6"C9P9P9PQS9T TTT3633<> > >#...r2bhr6M6M6Mb6QQQ3633<> > > >
> R\' 22 > >C A3///3335N O O O BHRs 3 3 3B 7777SSS9R S S S B"(2S111"5553337P Q Q Q g!66
>
>#...r2RXb5L5L5LR5PPP3633<> > >BHQc 2 2 22 6"C9P9P9PQS9T TTT3633<> > >3///3rx#7N7N7Nr7RRR3633<> > > >
> > >r c t j d 5 }t j ddt t t j d d k t t j d d k t t j d d k t t j d d k t t j d d k t t j d d k d d d n # 1 swxY w Y t t | dk t t j
t j d d d S ) NT)r\ always r testNaTr ) rV rW filterwarnings
FutureWarningr r$ rt str_
datetime64r_ equal)r ws r test_scalar_comparison_to_nonez-TestConversion.test_scalar_comparison_to_noneG st
$D
1
1
1
2Q #Hb- @ @ @
1
-- . . . 4// 0 0 0
e,,44 5 5 5 BJqMMT) * * * BGFOOt+ , , , BM%((D0 1 1 1
2
2
2
2
2
2
2
2
2
2
2
2
2
2
2 A!
u--t4455555s C=D D#&D#N)r; r< r= rH rP rZ rb rQ r skipifr
re r$ rh ri r platformmachine
startswithrm rp ru r r> r r r@ r@ sX 4 4 4 "D D D* * * [G ,IJJ* * KJ* [++xrx
/F/FF > @ @ [((**55e<< 2 4 4+ +4 4@ @+" " " '> '> '>R6 6 6 6 6r r@ c e Zd Zd Zd ZdS )TestReprc . t j | }|j |j z }|j }t j | j dz }dD ]}t j dg|z t j }|dk r|dz }d|dz z
} d| z ||< n+|dk r|dz }d|dz z
} d| z ||< nt d | | d }
t |
} |t | } | dk r|
d
k st |
| d S ) N ) small denorm
small normr r! r r r r hmmg0.++)
r$ rh nexpnmantr" itemsizer% uint8r r reprevalr )
r r rh last_fraction_bit_idxlast_exponent_bit_idx
storage_byteswhichconstrbytebytebitvalval_reprval2s
r _test_type_reprzTestRepr._test_type_reprg s= %
U[ 8 %
,Q.
3 ( (EXtf] 2"(CCCF&&,1 2Q 67 G|t ,&&,1 2Q 67 G|t '''++a..#CCyyH1T(^^$$DAII#,, S$'''# ( (r c f t j t j fD ]}| | d S r )r$ rt rs r )r r s r test_float_reprzTestRepr.test_float_repr s= *bj) $ $A # # # # $ $r N)r; r< r= r r r> r r r r f s2 ( ( (2$ $ $ $ $r r c e Zd Zd Zd ZdS )
TestSizeOfc t D ]7} |d }t t j | |j k 8d S )Nr )r r sys getsizeofnbytes)r r] r s r test_equal_nbytesz TestSizeOf.test_equal_nbytes sJ
5
5DGG
a((1834444
5
5r c b t j }t t |j d d S )Nr )r$ rt r
r
__sizeof__)r r s r
test_errorzTestSizeOf.test_error s'
A )Q\3 7 7 7 7 7r N)r; r< r= r r r> r r r r s2 5 5 5
8 8 8 8 8r r c e Zd Zd Zd ZdS ) TestMultiplyc
t t j d }dh}t t j d |z
|z
}|dhz }t t fD ]} |g d }|D ]o}t j | d }t ||z |t | z t ||z t | |z p|D ]}t j | }t t t t j || |t | z t t t t j || t | |z |D ]j}t j | }t t t j || t t t j || kd S )Nr ?AllVr2 r3 )setr$ r r tupler" r] r r r rZ rK mulr
r )r accepted_typesdeprecated_typesforbidden_typesseq_typeseq
numpy_typer9 s r test_seq_repeatz TestMultiply.test_seq_repeat s
R\, 788 5 U# $ $~ 58H H C5 u
? ?H(999%%C ,
4
4
HZ((--a00 S1WcCFFl333 QWc!ffsl3333 .
"
"
HZ((--// !3X\3JJ#a&&L" " " !3X\1cJJFFSL" " " " .
?
?
HZ((--// i sA>>> i q#>>>>
?! ? ?r c b G d d } |t j d t t j d fD ]}t |t j d z t j dd t t j d |z t j dd t |t j d z t j dd t t j d |z t j dd d S )Nc e Zd Zd Zd ZdS )CTestMultiply.test_no_seq_repeat_basic_array_like..ArrayLikec || _ d S r arr)r r s r __init__zLTestMultiply.test_no_seq_repeat_basic_array_like..ArrayLike.__init__ s
r c | j S r r )r s r __array__zMTestMultiply.test_no_seq_repeat_basic_array_like..ArrayLike.__array__ s xr N)r; r< r= r r r> r r ArrayLiker s2
r r r g @)r$ ones
memoryviewr rt fullrU )r r arr_likes r #test_no_seq_repeat_basic_array_likez0TestMultiply.test_no_seq_repeat_basic_array_like s #271::..
271::0F0FG E EH x"*R.. 8"'!R.. I I I rz"~~ 8"'!R.. I I I x"'!** 4bgamm D D D rwqzzH 4bgamm D D D D E Er N)r; r< r= r r r> r r r r s8 ? ? ?@E E E E Er r c e Zd Zd Zd ZdS ) TestNegativec t j dt j d }t t t
j | d S Nr> r! )r$ r bool_r
r rK negr r s r test_exceptionsz TestNegative.test_exceptions s7 GBbh ' ' ' +i q11111r c D t j d t j d z }t 5 }| t |D ]}t j d| d }|t j d v r^t j | j } |t j | j }t t j | | t t j | |z d d d d d S # 1 swxY w Y d S )Nr AllFloatr> r! r r )
r$ r r r r r r" r] rL rM r rK r )r r r r r strM s r test_resultzTestNegative.test_result s> \*R\*-EE
9C JJ~ & & &
9
9GBb)))"- &7888" *B "RXb\\ -..C a #6666 a 1!4a8888
9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9s CDD DNr; r< r= r r r> r r r r s2 2 2 2 9 9 9 9 9r r c e Zd Zd Zd ZdS ) TestSubtractc t j dt j d }t t t
j || d S r )r$ r r r
r rK subr s r r z TestSubtract.test_exceptions s9 GBbh ' ' ' +i q!44444r c \ t j d t j d z }t 5 }| t |D ]A}t j d| d }t
t j || d B d d d d S # 1 swxY w Y d S )Nr r r> r! r ) r$ r r r r r r rK r )r r r r r s r r zTestSubtract.test_result s \*R\*-EE
4C JJ~ & & &
4
4GBb)))"- X\!Q / /3333
4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4s A B!!B%(B%Nr r> r r r r s2 5 5 54 4 4 4 4r r c e Zd Zd Zej deez d Z ej deez d Z
dS )TestAbsc |d }t || d |d } || }t |d |d } || }t |d |t j | j }t || |j t 5 }| t |t j | j }t || |j d d d n # 1 swxY w Y |t j | j }t || |j d S )Ng ro r r )
r r$ rh rM r1 r r UserWarningtinyrN )r absfunc
test_dtyper rd r s r _test_abs_funczTestAbs._test_abs_func s Jt WWQZZ%%% JsOOgajjS# Jt gajjS# Jrx
++/ 0 0WWQZZ(((
-C JJ{ # # #
28J//455A QV , , , - - - - - - - - - - - - - - -
Jrx
++/ 0 0WWQZZ!&)))))s ?AD&&D*-D*r" c N t j dk ry|t j k rit j t j d d t j d k rt j
d | t | d S Ncygwin-r z3.3.0z4absl is computed in double precision on cygwin < 3.3r}
r r r$ r^ r parsereleasesplitVersionrQ rR r absr r" s r test_builtin_abszTestAbs.test_builtin_abs s ((Ubn-D-DM("2"4"4":":3"?"?"BCC og../ /
LM
C'''''r c X t j dk ry|t j k rit j t j d d t j d k rt j
d | t j | d S r r r s r test_numpy_abszTestAbs.test_numpy_abs
s ((Ubn-D-DM("2"4"4":":3"?"?"BCC og../ /
LM
BFE*****r N) r; r< r= r rQ r parametrizefloating_typescomplex_floating_typesr r r> r r r r s * * *, [ Wn7M&MNN ( ( ON ( [ Wn7M&MNN + + ON + + +r r c e Zd Zej dej d ej dej ej
gddg d Z dS )
TestBitShifts type_coder r^ z>>z<<idsc t j | }|j dz }dD ]}||dz fD ]}t j | | d }| | } ||| } |dk r |t j u rt | d nt | d t j |gdz | }
t j |gdz | } ||
| } t | | d S )
zA Shifts where the shift amount is the width of the type or wider r )r r r> r rA r! N) r$ r" r r% r r] rK rshiftr )
r r r^ r nbitsr shiftval_scl shift_sclres_sclval_arr shift_arrres_arrs
r test_shift_all_bitsz!TestBitShifts.test_shift_all_bits s& Xi
a / /C +
/
/ (3--..r2226 GGENN "Wi00Q;;2 #8#8 "---- !,,, (G9R r r r r s [ [",|*DEE [ T (/*t > >/ /> > FE/ / /r r c ( e Zd Zej dej d d Zej dej d d Z ej dej d d Z
dS ) TestHashr r c t j | j }t d D ]-}t | t || k sJ .d S )Nr )r$ r" r] r7 hash)r r scalarr9 s r test_integer_hashesz TestHash.test_integer_hashes8 s[ )$$)s . .A77d66!99oo----- . .r r c j t j | j }t j t j ddfD ]f} || }|j j dk rt
| }nt | }||k sJ t | t | k sJ gt t t j t t t j k rHt |t j t |t j k sJ d S d S )Nr g @r@ )
r$ r" r] pir rJ r% r r
r r r r r numpy_vals r test_float_and_complex_hashesz&TestHash.test_float_and_complex_hashes> s )$$)E261b) 0 0C s I#s** i((I&&)####99Y///// bf
$uRV}}"5"5 5 5rv''4rv+?+????? 6 5??r Complexc t j | j }t j dz t j dz
ddfD ]<} || }t t
| t | k sJ =d S )N ?y @y @ ?)r$ r" r] r r r
r% r s r test_complex_hashesz TestHash.test_complex_hashesO s{ )$$)E"HbfRiU3 ? ?C s I **++tI>>>>> ? ?r N) r; r< r= rQ r r r$ r r r r r> r r r r 7 s [ [",|*DEE. . FE.
[ [",z*BCC@ @ DC@ [ [",y*ABB? ? CB? ? ?r r c # K t j } t j | d V t j | d S # t j | w xY wr )r getrecursionlimitsetrecursionlimit)r6 r s r recursionlimitr X sa A! a
a a s A Ac t d 5 || |d d d d d S # 1 swxY w Y d S # t $ r Y d S w xY wN r r r r r^ type_s r test_operator_object_leftr b s
C
Bq%%((OOO
, A 4 A 8A 8A
AAc t d 5 | |d | d d d d S # 1 swxY w Y d S # t $ r Y d S w xY wr r r s r test_operator_object_rightr# m s
C
BuuQxxOOO
r! c f | |d |d d S # t $ r Y d S w xY wrS )r )r^ type1type2s r test_operator_scalarsr' x sQ
5588UU1XX
s "
00r^ r l c | t j d | n# t $ r Y nw xY w | |t j d d S # t $ r Y d S w xY wNr )r$ r r r^ r s r test_longdouble_inf_loopr+ s
2= S!!!!
3
a !!!!!
!
.. A
A A c | t j d | n# t $ r Y nw xY w | |t j d d S # t $ r Y d S w xY wr) )r$ r^ r r r* s r test_clongdouble_inf_loopr. s
2>! c""""
3
a !!!!!
r, r" r operationc ||z S r r> rN rM s r r2
s r c | |z
S r r> r1 s r r2 r2 r3 r c ||z S r r> r1 s r r2 r2 r3 r )+r *r c @ t j | j } |t j | j } |t j | j }t
j t d 5 ||| d d d d S # 1 swxY w Y d S )Noverflow encounteredr ) r$ r" r] rL rN rM rQ rK r )r" r/ r rN rM s r &test_scalar_integer_operation_overflowr: s
% B
"RXe__
!
!C
"RXe__
!
!C n,B C C C #s s 9
BBBIntegerc | S r r> rN neg_1s r r2 r2 s C4 r c t | S r )r r= s r r2 r2 s 3s88 r c | |z S r r> r= s r r2 r2 s
3; r c | |z S r r> r= s r r2 r2 s
u r zbroken on some platformsr} )marks)r r r7 //c t j | j } |t j | j } |d }t j t d 5 ||| d d d d S # 1 swxY w Y d S )NrA r9 r )r$ r" r] rL rN rQ rK r )r" r/ r rN r> s r #test_scalar_signed_integer_overflowrE s
% B
"RXe__
!
!C BrFFE n,B C C C #u s "
A<<B B r c t j | d }t j t
d 5 | d d d n # 1 swxY w Y t j | d }| d S )Nr r9 r r r$ r" r] rQ rK r )r" r zeros r %test_scalar_unsigned_integer_overflowrI s
(5//
q
!
!C n,B C C C
8E?? " "D EEEEs AAAc | |z S r r> r rH s r r2 r2 s
#+ r c | |z S r r> rK s r r2 r2 s
#* r rC %c t j | j } |d } |d }t j t
d 5 ||| d d d d S # 1 swxY w Y d S )Nd r zdivide by zeror rG )r" r/ r r rH s r 'test_scalar_integer_operation_divbyzerorP s
% B
"S''C
2a55D n,< = = = #t s
A%%A),A)__lt____gt__T__le____ge____eq____ne__ __floordiv__
__rfloordiv__F __truediv__ __rtruediv____add____radd____mod____rmod____mul____rmul____pow____rpow____sub____rsub__)__op____rop__r^ cmpsctypec " G d d| } G d d| }fd}fd}t d| f||i } | |d |d }
t |
| k s t |
t j k sJ | |d |d |dd k sJ | | d |d k sJ | |d | d |dd k sJ d
S ) a
This test covers scalar subclass deferral. Note that this is exceedingly
complicated, especially since it tends to fall back to the array paths and
these additionally add the "array priority" mechanism.
The behaviour was modified subtly in 1.22 (to make it closer to how Python
scalars work). Due to its complexity and the fact that subclassing NumPy
scalars is probably a bad idea to begin with. There is probably room
for adjustments here.
c e Zd ZdS )+test_subclass_deferral..myf_simple1Nr; r< r= r> r r myf_simple1rk r rm c e Zd ZdS )+test_subclass_deferral..myf_simple2Nrl r> r r myf_simple2rp rn r rq c S r r> r otherre s r op_funcz'test_subclass_deferral..op_func
r c S r r> r rt rf s r rop_funcz(test_subclass_deferral..rop_func r myf_opr r3 N)r] r$ r ) rh re rf r^ rg rm rq ru ry r{ rd s `` r test_subclass_deferralr| s
f
f
(VI('K
L
LF
"[[^^[[^^
,
,C 99 $s))rx"7"7"7 7
2kk!nnkk!nn - -Aq 9 9 9 9 2ffQiiQ ( (F 2 2 2 2
2kk!nnffQii ( (BBq!HH 4 4 4 4 4 4r c Z t j d } | dz dk sJ d| z dk sJ d S )Nr r y ? ?)r$ r )r s r test_longdouble_complexr~ s9
aA r6T>>>>
6T>>>>>>r subtypec
fd}fd}t d| f||dd i } | |d t j d k sJ |t j d |d k sJ |t j t j hv r
| t k rd S k rd S t d| f|i } | |d t j d } | | d t j d } || k sJ t | t | k sJ |t j d |d } |t j d | d } || k sJ t | t | k sJ | |d t j d } | | d t j d } || k sJ t | t | k sJ |t j d |d } |t j d | d } || k sJ d S )Nc S r r> rs s r ru z)test_pyscalar_subclasses..op_func rv r c S r r> rx s r ry z*test_pyscalar_subclasses..rop_func rz r myt__array_ufunc__r r3 )
r] r$ rs rK r floordivr% r rt r )
r re rf r^ rg ru ry r rd ry s
`` r test_pyscalar_subclassesr s uwj(4EtL N NC 2cc!ffbjmm $ $ . . . .
2bjmmSSVV $ $ / / / / hlH -
...7g3E3E& uwj7H"5
6
6C
"SSVVRZ]]
#
#Cr''!**bjmm,,H (???? 99X & & & &
"RZ]]CCFF
#
#Cr"*Q--,,H (???? 99X & & & &
"SSVVR]1%%
&
&Cr''!**bmA . .//H (???? 99X & & & &
"RZ]]CCFF
#
#Cr"-""GGAJJ//H (??????r )v
contextlibr rV r rK r numpy._utilsr rQ
hypothesisr r hypothesis.strategiesr hypothesis.extrar hynpr$
numpy.testingr r r
r r r
r r r r r r ubyteshortushortintcuintcrU rV rW rX singleri r csinglecdoubler^ r floating__subclasses__r complexfloatingr objectobjecty_thingsrO rN eqnerL rM r8 r r r rS r truediv reasonable_operators_for_scalarsr rg r slowarrays
scalar_dtypesrl rp r r rt rz r| r r r r r" r@ r r r r r r r r contextmanagerr r r# r' r+ r. r r: paramrU rE rI rP ops_with_namesrs r| r~ r r r% _no_nep50_warningr r> r r r s
& & & & & & & & . . . . . . * * * * * *
27BHbh 27BH "'2; BIr}bj R^ %
++--+::<< &((D!
Khk8; K x 0(, L(, h.>$ $ $ $ $ $ $ $ $N= = =< ut,,,||455t{++--R888t{++--R888: :3 3: : -,
3 ||455t /T / 1 13 33 33 3 3 RZ$<==
:
: >=
:,# ,# ,# ,# ,# ,# ,# ,#^NI NI NI NI NI NI NI NIb j j j j j j j jZE5 E5 E5 E5 E5 E5 E5 E5PF6 F6 F6 F6 F6 F6 F6 F6d $ $ $ $ $ $ $ $B 8 8 8 8 8 8 8 8 80E 0E 0E 0E 0E 0E 0E 0Ef9 9 9 9 9 9 9 9$ 4 4 4 4 4 4 4 4 1+ 1+ 1+ 1+ 1+ 1+ 1+ 1+f/ / / / / / / /8 ? ? ? ? ? ? ? ?B ! ! ! ||N##|455|E
||N##|455|E
||455|E|E
?@@u
..
/. A@
?@@u
..
/. A@
",|"<==""""""'$ *9 : : : : >=
",y"9:: ##&& 44+""*D"EE G G G 'H
& % %
' ' ' ' ;: ",/@"ABB
CB
",|"<==%%$$'(.2C[ : : : : >= xd+
xd+
xd+
xd+
xd+
xd+_h&7?NH$4e<
HL%0
HL%0
HL%0
HL%0
HL%0 $ ;;;^LLBJ
BM#JKK!5 !5 LK ML!5H ;;;^LLUC"*$EFF) ) GF ML) ) )r