o
    g*m                     @   s  d dl Z d dlZd dlZd dlmZmZmZmZmZm	Z	m
Z
mZ d dlmZmZmZmZ d dlZd dlmZmZmZmZ d dlmZmZ d dlmZ d dlZd dlZd dlmZ d dl m!  m"Z# dd	d
Z$dd Z%G dd dZ&G dd dZ'G dd dZ(G dd dZ)dS )    N)sqrtcossinarctanexplogpiInf)assert_assert_allcloseassert_array_lessassert_almost_equal)quaddblquadtplquadnquad)erferfc)LowLevelCallable)sine_ctypes+i)+P>c                 C   s2   | \}}t |||dd |d urt|| d S d S )Nr   )atolrtol)r   r   )value_and_errtabled_valueerror_tolerancevalueerr r   a/home/ubuntu/cloudmapper/venv/lib/python3.10/site-packages/scipy/integrate/tests/test_quadpack.pyassert_quad   s
   r    c                 G   s$   t t| }t|tj|g|R  S N)getattr	clib_testctypescast	CFUNCTYPE)namerestypeargtypesptrr   r   r   get_clib_test_routine   s   
r+   c                   @   ,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestCtypesQuadc              	   C   s   t jdkr	dg}nt jdkrdg}nddg}|D ]}z	t|| _W  n ty,   Y qw td tj}tjf}dD ]}t	| j|}||_
||_q;d S )	Nwin32zapi-ms-win-crt-math-l1-1-0.dlldarwinz
libm.dylibzlibm.soz	libm.so.6zCtypes can't import libm.so)r   r   tan)sysplatformr$   CDLLlibOSErrorpytestskipc_doubler"   r(   r)   )selffilesfiler(   r)   r'   funcr   r   r   setup_method!   s(   


zTestCtypesQuad.setup_methodc                 C   sp   t t| jjddttjddd  t t| jjddttjddd  t t| jjddttjddd  d S )Nr         )r    r   r4   r   mathr   r0   r9   r   r   r   test_typical;   s   $$(zTestCtypesQuad.test_typicalc                 C   s   t ttdd d S Nr   r?   )r   r   r   rA   r   r   r   test_ctypes_sine@      zTestCtypesQuad.test_ctypes_sinec                 C   s   t dtjtjtj}t dtjtjttjtj}t dtjtj}t dtjtjttj}t dtjtjtj}|||||g}||g}|g}t|D ]!\}	}
t|
}|
|v r`t	t
t|dt qJtt|dtd d qJt|D ]\}	}
|
|v rtt|
dtd d qpt	t
t|
dt qpd S )N_sin_0_sin_1_sin_2_sin_3r          @)r+   r$   r8   c_void_pc_intPOINTER	enumerater   r6   raises
ValueErrorr   r   r   )r9   sin_0sin_1sin_2sin_3sin_4all_sigslegacy_sigslegacy_only_sigsjr<   callbackr   r   r   test_ctypes_variantsC   s:   z#TestCtypesQuad.test_ctypes_variantsN)__name__
__module____qualname__r=   rB   rD   r[   r   r   r   r   r-       s
    r-   c                   @   r,   )
TestMultivariateCtypesQuadc                 C   s>   t j}t jt jf}dD ]}t||g|R  }t| || qd S )N)_multivariate_typical_multivariate_indefinite_multivariate_sin)r$   r8   rL   r+   setattr)r9   r(   r)   r'   r<   r   r   r   r=   i   s   z'TestMultivariateCtypesQuad.setup_methodc                 C   s   t t| jdtdd d S )Nr      g?ۗ?)r    r   r`   r   rA   r   r   r   rB   q   s   z'TestMultivariateCtypesQuad.test_typicalc                 C   s   t t| jdtd d S )Nr   ox?)r    r   ra   r	   rA   r   r   r   test_indefinitev   s   z*TestMultivariateCtypesQuad.test_indefinitec                    s"    fdd}t t|ddd d S )Nc                    s   | t  jddd  S rC   )r   rb   )yrA   r   r   threadsafety}      zBTestMultivariateCtypesQuad.test_threadsafety.<locals>.threadsafetyr   r?   gtJ׵?)r    r   )r9   rj   r   rA   r   test_threadsafety{   s   z,TestMultivariateCtypesQuad.test_threadsafetyN)r\   r]   r^   r=   rB   rh   rl   r   r   r   r   r_   h   s
    r_   c                   @   s  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd Zdd Zdd Zejdej d ej d ejd! fej d"ej d ejd! ed# fej d ej d"ejd! ed# fej d"ej d"ejd! ed#d$  fej d#ej d ejd! ed#d#  fej d ej d#ejd! ed#d#  fej d#ej d#ejd! ed#d# d$  fej d"ej d#ejd! ed#d# ed#  fej d#ej d"ejd! ed#d# ed#  fd ejd ejejd! fd#ejd ejejd! ed# fd ejd#ejejd! ed# fd#ejd#ejejd! ed#d$  fd"ejd ejejd! ed#d#  fd ejd"ejejd! ed#d#  fd"ejd"ejejd! ed#d# d$  fd"ejd#ejejd! ed#d# ed#  fd#ejd"ejejd! ed#d# ed#  fej ejej ejejfgd%d& Zd'd( Zejd)g ej d ej d ej d ejd* d+ fej d"ej d ej d ejd* d+ ed# fej d ej d"ej d ejd* d+ ed# fej d ej d ej d"ejd* d+ ed# fej d"ej d"ej d ejd* d+ ed#d$  fej d"ej d ej d"ejd* d+ ed#d$  fej d ej d"ej d"ejd* d+ ed#d$  fej d"ej d"ej d"ejd* d+ ed#d,  fej d"ej d#ej d#ejd* d+ ed#d# d$ ed#  fej d"ej d"ej d#ejd* d+ ed#d# ed#d$   fej d"ej d#ej d"ejd* d+ ed#d# ed#d$   fej d#ej d"ej d"ejd* d+ ed#d# ed#d$   fej d#ej d#ej d"ejd* d+ ed#d# d$ ed#  fej d#ej d"ej d#ejd* d+ ed#d# d$ ed#  fej d#ej d ej d ejd* d+ ed#d#  fej d ej d#ej d ejd* d+ ed#d#  fej d ej d ej d#ejd* d+ ed#d#  fej d#ej d#ej d ejd* d+ ed#d# d$  fej d#ej d ej d#ejd* d+ ed#d# d$  fej d ej d#ej d#ejd* d+ ed#d# d$  fej d#ej d#ej d#ejd* d+ ed#d# d,  fd ejd ejd ejejd* d+ fd#ejd ejd ejejd* d+ ed# fd ejd#ejd ejejd* d+ ed# fd ejd ejd#ejejd* d+ ed# fd#ejd#ejd ejejd* d+ ed#d$  fd#ejd ejd#ejejd* d+ ed#d$  fd ejd#ejd#ejejd* d+ ed#d$  fd#ejd#ejd#ejejd* d+ ed#d,  fd"ejd ejd ejejd* d+ ed#d#  fd ejd"ejd ejejd* d+ ed#d#  fd ejd ejd"ejejd* d+ ed#d#  fd"ejd"ejd ejejd* d+ ed#d# d$  fd"ejd ejd"ejejd* d+ ed#d# d$  fd ejd"ejd"ejejd* d+ ed#d# d$  fd"ejd"ejd"ejejd* d+ ed#d# d,  fd#ejd"ejd"ejejd* d+ ed#d# d$ ed#  fd#ejd#ejd"ejejd* d+ ed#d# ed#d$   fd#ejd"ejd#ejejd* d+ ed#d# ed#d$   fd"ejd#ejd#ejejd* d+ ed#d# ed#d$   fd"ejd"ejd#ejejd* d+ ed#d# d$ ed#  fd"ejd#ejd"ejejd* d+ ed#d# d$ ed#  fej ejej ejej ejejd* fd-d. Zd/d0 Zd1S )2TestQuadc                 C   s    dd }t t|dtdd d S )Nc                 S   s   t ||  |t|   t S r!   )r   r   r   )xnzr   r   r   myfunc      z%TestQuad.test_typical.<locals>.myfuncr   rd   rf   )r    r   r   r9   rq   r   r   r   rB      s   zTestQuad.test_typicalc                 C   s   dd }t t|dtd d S )Nc                 S   s   t |   t|  S r!   )r   r   rn   r   r   r   rq      rE   z(TestQuad.test_indefinite.<locals>.myfuncr   rg   r    r   r	   rs   r   r   r   rh      s   zTestQuad.test_indefinitec                 C   s>   dd }t t|ddddgddtd td	 td
  d S )Nc                 S   sD   d|   k rdk rt | S  d|   krdkr n dS t|  S dS )Nr         @      @g        )r   r   rt   r   r   r   rq      s   
z&TestQuad.test_singular.<locals>.myfuncr   
   rv   rw   )pointsr?   g      g      )r    r   r   r   rs   r   r   r   test_singular   s   zTestQuad.test_singularc              	   C   sV   dd }d}t t|dddd|ddt| |t|  |td	  d
|d    d S )Nc                 S   s   t || d  S Nr?   r   rn   ar   r   r   rq         z2TestQuad.test_sine_weighted_finite.<locals>.myfuncglSS%@r   r?      r   argsweightwvarii  re   )r    r   r   r   r   )r9   rq   omer   r   r   test_sine_weighted_finite   s
   .z"TestQuad.test_sine_weighted_finitec              	   C   s>   dd }d}d}t t|dt|d|d||d |d    d S )	Nc                 S   s   t |  | S r!   r|   r}   r   r   r   rq         z4TestQuad.test_sine_weighted_infinite.<locals>.myfunc      @      @r   r   r   re   ru   r9   rq   r~   r   r   r   r   test_sine_weighted_infinite   s   z$TestQuad.test_sine_weighted_infinitec              	   C   s@   dd }d}d}t t|t d|d|d||d |d    d S )	Nc                 S   s   t | | S r!   r|   r}   r   r   r   rq         z6TestQuad.test_cosine_weighted_infinite.<locals>.myfuncrv   gffffff@r   r   r   re   ru   r   r   r   r   test_cosine_weighted_infinite   s   z&TestQuad.test_cosine_weighted_infinitec              	   C   sD   dd }d}t t|dd|dddttdd	|   d	 d   d S )
Nc                 S   s   dd|  d|    S Nr?   re   r   r}   r   r   r   rq      rk   z2TestQuad.test_algebraic_log_weight.<locals>.myfunc      ?r?   alg)      r   r   re   )r    r   r   r   )r9   rq   r~   r   r   r   test_algebraic_log_weight   s   z"TestQuad.test_algebraic_log_weightc              	   C   s   dd }d}dt d dt d|  d d|  d	    td
|d   td
|  d|  d	  }tt|ddddd
d|dd d S )Nc                 S   s    d|  | d d d|    S )NrJ   r?   re   r   r   r}   r   r   r   rq          z-TestQuad.test_cauchypv_weight.<locals>.myfuncg?g\`@?r   g]`@?r      r?   rJ   re   r   r>   cauchyr   g#fT>r   )r   r   r    r   )r9   rq   r~   tabledValuer   r   r   test_cauchypv_weight   s   
"

zTestQuad.test_cauchypv_weightc                 C   sN   dd }t |dtjdd\}}t |tjddd\}}t|| t||d d S )Nc                 S   s   |t | |   S r!   npr   )rn   pqr   r   r   f   rE   z&TestQuad.test_b_less_than_a.<locals>.fr   re      r   r   r   r   infr   maxr9   r   val_1err_1val_2err_2r   r   r   test_b_less_than_a      zTestQuad.test_b_less_than_ac                 C   sV   dd }t |tj tjdd\}}t |tjtj dd\}}t|| t||d d S )Nc                 S   s&   t | d  d | t d|  S )Nre   rJ   )r   r   r   )rn   sr   r   r   r      s   &z(TestQuad.test_b_less_than_a_2.<locals>.f)re   r   r   r   r   r   r   r   test_b_less_than_a_2   s   zTestQuad.test_b_less_than_a_2c                 C   sN   dd }t |ddddd\}}t |ddddd\}}t|| t||d d S )	Nc                 S      dS N      ?r   rt   r   r   r   r         z(TestQuad.test_b_less_than_a_3.<locals>.fr   r?   r   r   r   )r   r   r   )r   r   r   r   r   r   r   test_b_less_than_a_3   r   zTestQuad.test_b_less_than_a_3c                 C   s^   dd }t |dddddd}t |dddddd}t|d |d }t|d |d  |d	 d S )
Nc                 S   r   r   r   rt   r   r   r   r      r   z2TestQuad.test_b_less_than_a_full_output.<locals>.fr   r?   r   r   T)r   r   full_outputr   )r   r   r   )r9   r   res_1res_2r   r   r   r   test_b_less_than_a_full_output   s
   z'TestQuad.test_b_less_than_a_full_outputc                 C   sB   dd }d\}}t t|||dd dd d|d |d    d S )	Nc                 S   s   ||  S r!   r   ri   rn   r   r   r   simpfunc   s   z/TestQuad.test_double_integral.<locals>.simpfuncr   rJ   c                 S      | S r!   r   rt   r   r   r   <lambda>       z/TestQuad.test_double_integral.<locals>.<lambda>c                 S      d|  S Nre   r   rt   r   r   r   r          g?r   r    r   r9   r   r~   br   r   r   test_double_integral   s
   zTestQuad.test_double_integralc              	   C   s:   dd }dd }dd }d}t t|dd|||d	d
 d S )Nc                 S   s   | | | | S r!   r   )x0x1t0t1r   r   r   r<      r   z,TestQuad.test_double_integral2.<locals>.funcc                 S   r   r!   r   rt   r   r   r   r      r   z0TestQuad.test_double_integral2.<locals>.<lambda>c                 S   r   r   r   rt   r   r   r   r      r   )r?   re   r?   re   r   g$@r   )r9   r<   ghr   r   r   r   test_double_integral2   s
   zTestQuad.test_double_integral2c                 C   s"   dd }t t|ddddd d S )Nc                 S   s   | | d d S r   r   r   r   r   r   r   r<     r   z,TestQuad.test_double_integral3.<locals>.funcr?   re   g      @r   )r9   r<   r   r   r   test_double_integral3  s   zTestQuad.test_double_integral3z,x_lower, x_upper, y_lower, y_upper, expectedr      r   r?   re   c                 C   s&   dd }t t||||||dd d S )Nc                 S   s   t | d  |d  S r   r   rn   ri   r   r   r   r   B  s   z1TestQuad.test_double_integral_improper.<locals>.fg+i)+`>r   r   )r9   x_lowerx_uppery_lowery_upperexpectedr   r   r   r   test_double_integral_improper  s   :
z&TestQuad.test_double_integral_improperc              
   C   sP   dd }d\}}t t|||dd dd dd dd d	d
|d |d    d S )Nc                 S   s   || |  | S r!   r   )rp   ri   rn   tr   r   r   r   M  r   z/TestQuad.test_triple_integral.<locals>.simpfuncr   c                 S   r   r!   r   rt   r   r   r   r   R  r   z/TestQuad.test_triple_integral.<locals>.<lambda>c                 S   r   r   r   rt   r   r   r   r   R  r   c                 S   s   | | S r!   r   r   r   r   r   r   S  r   c                 S   s   | | S r!   r   r   r   r   r   r   S  r   )rJ   gUUUUUU@r   r    r   r   r   r   r   test_triple_integralK  s   
zTestQuad.test_triple_integralz>x_lower, x_upper, y_lower, y_upper, z_lower, z_upper, expectedr      r   c           	   	   C   s*   dd }t t||||||||dd d S )Nc                 S   s    t | d  |d  |d  S r   r   )rn   ri   rp   r   r   r   r     r   z1TestQuad.test_triple_integral_improper.<locals>.fg+i)+p>r   r   )	r9   r   r   r   r   z_lowerz_upperr   r   r   r   r   test_triple_integral_improperW  s    
z&TestQuad.test_triple_integral_improperc                 C   s  dd }t t|dt jd ddd dsJ dt jddd	d
}t|fddi|}tdd fddi|}tdd fddi|}t j|d |d d|d    t j|d	 |d	 d|d	    t|d d t|dd    kr{dks~J  J |d d d |d ksJ |d d d	 |d ksJ |d d d d |d d ksJ t|d d t|dd    krd	ksJ  J |d d d d |d d ksJ d S )Nc                 S   s   t d|  S N              ?r   rt   r   r   r   tfunc  r   z$TestQuad.test_complex.<locals>.tfuncr   re   T)complex_funcy      ?      ?r   r?   )r~   r   r   r   r   r   c                 S      t t d|  S r   )r   realr   rt   r   r   r   r   	      z'TestQuad.test_complex.<locals>.<lambda>Fc                 S   r   r   )r   imagr   rt   r   r   r   r     r   r   r   r   r   lstr   )r   allcloser   r   r   testingassert_equallen)r9   r   kwargsres_cres_rres_ir   r   r   test_complex  s6   ""4$4(zTestQuad.test_complexN)r\   r]   r^   rB   rh   rz   r   r   r   r   r   r   r   r   r   r   r   r   r6   markparametrizer   r   r   r   r   r   r   r   r   r   r   r   r   rm      s   	


		""&&&*.."""&**
6&
$$"$&$*$.$246:<>B FIKMQSUY]_aegimq$u$y$}$ $  $  
  
rm   c                   @   s\   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd ZdS )	TestNQuadc                 C   sz   dd }dd }t |ddgddgdd	gd
dgg|i i i gdd}t|d d d t|d d dko9|d d dk  d S )Nc                 S   sP   | d ||  |d  t |  | d|  d d|  dkr#d }|S d }|S )Nre   r   皙?      ?      ?r   r?   r   r   )r   r   x2x3valr   r   r   func1  s    z*TestNQuad.test_fixed_limits.<locals>.func1c                  W   s"   dd| d  d d| d   giS )Nry   r   re   r   r   r   r   r   r   r   r   
opts_basic#  s   "z/TestNQuad.test_fixed_limits.<locals>.opts_basicr   r?   r   gp=
ף?g?g333333ÿT)optsr   g5m?nevalg     jA)r   r    r
   )r9   r   r   resr   r   r   test_fixed_limits  s   (zTestNQuad.test_fixed_limitsc                    s   d dd } fdd} fdd} fdd	} fd
d}dd }dd }dd }dd }	t |||||gd||||	gd}
t|
d d S )Ng?c                 S   sD   | | |d  t | d | ||  | dkrd }|S d }|S )Nre   r?   r   r   )r   r   r   r   r   r   r   r   r   r   func2.  s   z-TestNQuad.test_variable_limits.<locals>.func2c                    sT    | d | t || |  d  d  | d | t || |  d  d gS Nre   r?   )r   r   r   r   r   r   r   scaler   r   lim03  s   ((z,TestNQuad.test_variable_limits.<locals>.lim0c                    s0    ||  ||   d  ||  ||   d gS r{   r   r   r   r   r   r  r   r   lim17  s   z,TestNQuad.test_variable_limits.<locals>.lim1c                    s8    | |d |d    d  | |d |d    d gS Nre   r   r?   r   r   r   r   r  r   r   lim2;  s   z,TestNQuad.test_variable_limits.<locals>.lim2c                    s     | |  d  | |  d gS r{   r   r   r   r  r   r   lim3?  r   z,TestNQuad.test_variable_limits.<locals>.lim3c                 S   s   d|||   giS )Nry   r   r  r   r   r   opts0B  s   z-TestNQuad.test_variable_limits.<locals>.opts0c                 S      i S r!   r   r  r   r   r   opts1E  r   z-TestNQuad.test_variable_limits.<locals>.opts1c                 S   r  r!   r   r	  r   r   r   opts2H  r   z-TestNQuad.test_variable_limits.<locals>.opts2c                 S   r  r!   r   r  r   r   r   opts3K  r   z-TestNQuad.test_variable_limits.<locals>.opts3r   )r   r   g9@)r   r    )r9   r   r  r  r
  r  r  r  r  r  r   r   r  r   test_variable_limits+  s   
zTestNQuad.test_variable_limitsc                 C   s0   dd }t t|ddgddggi i gdd d S )Nc                 S   r   r   r   r   r   r   r   r   S  r   z9TestNQuad.test_square_separate_ranges_and_opts.<locals>.fr   r?   r   r   r    r   )r9   r   r   r   r   $test_square_separate_ranges_and_optsR  s   (z.TestNQuad.test_square_separate_ranges_and_optsc                 C   s4   dd }ddg}i }t t|||g||gdd d S )Nc                 S   r   r   r   r   r   r   r   r   Y  r   z8TestNQuad.test_square_aliased_ranges_and_opts.<locals>.fr   r?   r  r   r  )r9   r   roptr   r   r   #test_square_aliased_ranges_and_optsX  s    z-TestNQuad.test_square_aliased_ranges_and_optsc                 C   sP   dd }dd }dd }dd }d	d
 }||g}||g}t t|||dd d S )Nc                 S   r   r   r   r   r   r   r   r   a  r   z<TestNQuad.test_square_separate_fn_ranges_and_opts.<locals>.fc                  W   r   N)r   r?   r   r   r   r   r   	fn_range0d  r   zDTestNQuad.test_square_separate_fn_ranges_and_opts.<locals>.fn_range0c                  W   r   r  r   r   r   r   r   	fn_range1g  r   zDTestNQuad.test_square_separate_fn_ranges_and_opts.<locals>.fn_range1c                  W   r  r!   r   r   r   r   r   fn_opt0j  r   zBTestNQuad.test_square_separate_fn_ranges_and_opts.<locals>.fn_opt0c                  W   r  r!   r   r   r   r   r   fn_opt1m  r   zBTestNQuad.test_square_separate_fn_ranges_and_opts.<locals>.fn_opt1r  r   r  )r9   r   r  r  r  r  rangesr   r   r   r   'test_square_separate_fn_ranges_and_opts`  s   z1TestNQuad.test_square_separate_fn_ranges_and_optsc                 C   s@   dd }dd }dd }||g}||g}t t|||dd d S )	Nc                 S   r   r   r   r   r   r   r   r   u  r   z;TestNQuad.test_square_aliased_fn_ranges_and_opts.<locals>.fc                  W   r   r  r   r   r   r   r   fn_rangex  r   zBTestNQuad.test_square_aliased_fn_ranges_and_opts.<locals>.fn_rangec                  W   r  r!   r   r   r   r   r   fn_opt{  r   z@TestNQuad.test_square_aliased_fn_ranges_and_opts.<locals>.fn_optr  r   r  )r9   r   r   r!  r  r   r   r   r   &test_square_aliased_fn_ranges_and_optst  s   z0TestNQuad.test_square_aliased_fn_ranges_and_optsc                 C   sF   dd }t |dd\}}t|ddggd\}}t|| t|| d S )Nc                 S   s   | d d S r  r   rt   r   r   r   r<     r   z*TestNQuad.test_matching_quad.<locals>.funcr   r   )r  )r   r   r   )r9   r<   r   reserrres2reserr2r   r   r   test_matching_quad  s
   
zTestNQuad.test_matching_quadc                 C   sR   dd }t |dddd dd \}}t|dd	gd
g\}}t|| t|| d S )Nc                 S   s   | d |d  | |  d S r  r   r   r   r   r   func2d  rr   z/TestNQuad.test_matching_dblquad.<locals>.func2dre   c                 S   r   )Nr   rt   r   r   r   r     r   z1TestNQuad.test_matching_dblquad.<locals>.<lambda>c                 S   r   )Nr   r   rt   r   r   r   r     r   r)  r   )r(  re   )r   r   r   )r9   r'  r   r#  r$  r%  r   r   r   test_matching_dblquad  s
   
zTestNQuad.test_matching_dblquadc              
   C   s`   dd }t |dddd dd dd d	d d
d}t|tj tjgddgdgd
d}t|| d S )Nc                 S   s.   | d ||d   | |  d |t |  S r  r   )r   r   r   c0c1r   r   r   func3d  s   .z/TestNQuad.test_matching_tplquad.<locals>.func3dr   re   c                 S   r   )Nr(  r   rt   r   r   r   r     r   z1TestNQuad.test_matching_tplquad.<locals>.<lambda>c                 S   r   r   r   rt   r   r   r   r     r   c                 S   s   t j S r!   r   r   r   r   r   r   r     r   c                 S   s   t jS r!   r.  r   r   r   r   r     s    r   r   r(  )r   re   )r   r   r   r   r   )r9   r-  r   r$  r   r   r   test_matching_tplquad  s   "zTestNQuad.test_matching_tplquadc                 C   s<   zt dd ddgddggddid W d S  ty   J w )Nc                 S   s   | | S r!   r   r   r   r   r   r     r   z-TestNQuad.test_dict_as_opts.<locals>.<lambda>r   r?   epsrelg-C6?r  )r   	TypeErrorrA   r   r   r   test_dict_as_opts  s
   (zTestNQuad.test_dict_as_optsN)r\   r]   r^   r   r  r  r  r  r"  r&  r*  r/  r2  r   r   r   r   r     s    '		
r   )r   )*r1   r@   numpyr   r   r   r   r   r   r   r   r	   numpy.testingr
   r   r   r   r6   scipy.integrater   r   r   r   scipy.specialr   r   scipy._lib._ccallbackr   r$   ctypes.utilscipy._lib._ccallback_cr   "scipy.integrate._test_multivariate	integrate_test_multivariater#   r    r+   r-   r_   rm   r   r   r   r   r   <module>   s,    (
H   