o
    dlM                     @   sN   d dl Zd dlZd dlmZmZmZmZ d dlm	Z
 dd ZG dd dZdS )    N)	DataFrameIndex
RangeIndexSeriesc                 C   sF   | t u rt tt||d}|S ttjt|t|||d}|S )Nindex)r   columns)r   nparangelenr   randomrandn)klassr   obj r   U/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/indexing/test_floats.pygen_obj   s   r   c                	   @   s  e Zd Zdd Zejdejej	ej
ejejgdd Zejdejej	ej
ejejgdd Zdd	 Zejdejejgd
d Zejdejejgdd Zdd Zejdejej
ejejgejdeddeddeddgdd Zdd Zejdeddeddeddgdd Zejdejejgdd Zejdeddeddeddgejdejejgdd  Zejdeddeddeddgd!d" Zd#d$ Zd%d& Zd'd( Zd)S )*TestFloatIndexersc                 C   sH   t |tr|j| }n|r|jdd|f }n|j| }t|| dS )zw
        comparator for results
        we need to take care if we are indexing on a
        Series or a frame
        N)
isinstancer   iloctmZassert_almost_equal)selfresultoriginalindexergetitemexpectedr   r   r   check   s   

zTestFloatIndexers.check
index_funcc                 C   s   |d}t ||}tjtdd ||d  W d    n1 s!w   Y  d|vs,J | }d||d< |tju rFd|jd v sDJ d S |tju rVd|jd v sTJ d S d|jd vs_J d|jd vshJ d S )N   ^3.0$match      @
   r   )	r   pytestraisesKeyErrorcopyr   setitemZaxesloc)r   r   frame_or_series
indexer_sliss2r   r   r   test_scalar_non_numeric(   s   


z)TestFloatIndexers.test_scalar_non_numericc                 C   sb   |d}t tt||d}|d  tjtdd |d  W d    d S 1 s*w   Y  d S )Nr   r      r    r!   r#   )r   r	   r
   r   r&   r'   r(   )r   r   r.   r/   r   r   r   'test_scalar_non_numeric_series_fallbackL   s   
"z9TestFloatIndexers.test_scalar_non_numeric_series_fallbackc                 C   sn  t g dg dd}t g dg dd}tjtdd ||d  W d    n1 s,w   Y  tjtdd ||d  W d    n1 sIw   Y  ||d	 }d
}||ks\J tjtdd ||d  W d    n1 stw   Y  |tjur|d }d
}||ksJ tjtdd ||d  W d    n1 sw   Y  ||d }d}||ksJ d S )N)      r2   )abcr   )r6   r7         ?z^1.0$r!         ?z^1\.0$r7   r5   r4   r9   r2   )r   r&   r'   r(   r   r+   )r   r-   r0   Zs3r   r   r   r   r   test_scalar_with_mixed^   s0   
z(TestFloatIndexers.test_scalar_with_mixedc                 C   s   |t ju}|d}t||}||d }| ||d| t|tr(dd }d}	nt j}|r9tdtt|dd}	ntdtt|dd}	|	 }
d||
d< ||
d }|||	 ||
d }|||	 d S )	Nr   r#   r2   c                 S   s   | |ksJ d S )Nr   )xyr   r   r   compare   s   z6TestFloatIndexers.test_scalar_integer.<locals>.compared   )r   nameg      Y@)
r   r+   r   r   r   r   assert_series_equalranger   r)   )r   r   r,   r-   r   r.   r   r   r>   r   r0   r   r   r   test_scalar_integer   s$   



z%TestFloatIndexers.test_scalar_integerc                 C   s"   |d}t ||}d|v sJ d S )Nr   r#   )r   )r   r   r,   r   r   r   r   r   "test_scalar_integer_contains_float   s   
z4TestFloatIndexers.test_scalar_integer_contains_floatc           
   	   C   s   t td}t||}|d }tjtjfD ]D}|tju}||| }| ||d| | }||| }| ||d| t	j
tdd ||d  W d    n1 sUw   Y  qd|v saJ |jd }	| }|	|jd< |jd }| ||dd d S )N      @r2   z^3\.5$r!         @r#   F)r   r	   r
   r   r   r+   r*   r   r)   r&   r'   r(   r   )
r   r,   r   r/   r   Zidxrr   r   r0   r   r   r   r   test_scalar_float   s(   




z#TestFloatIndexers.test_scalar_floatidxr#      r2         @c                 C   s   |d}t ||}|tju rdt|j d}n	dt|j d}tjt|d |||  W d    n1 s9w   Y  |tju rEd}tjt|d d|||< W d    d S 1 s^w   Y  d S )	Nr   z!cannot do positional indexing on / with these indexers \[(3|4)\.0\] of type floatcannot do slice indexing on z8 with these indexers \[(3|4)(\.0)?\] of type (float|int)r!   zBslice indices must be integers or None or have an __index__ methodr   )r   r   r   type__name__r&   r'   	TypeError)r   r   rH   r,   Zindexer_slir   r/   msgr   r   r   test_slice_non_numeric   s&   


"z(TestFloatIndexers.test_slice_non_numericc           
   
   C   s  t tjdtjddftddft tjdtjdd dffD ]\}}ttd|d}tddtd	d
tdd
fD ]}|j| }|rHtdd}ntd	d}| 	|||d q9tddtddfD ]}|j| }|rotdd}ntdd}| 	|||d q`dt
|j d}tjt|d |tdd  W d    n1 sw   Y  tddtd	dftddtddftddtd	dffD ]?\}}|j| }|rtdd}	n|}	| 	|||	d dt
|j d}tjt|d ||  W d    n1 sw   Y  qqd S )Nr   dtypeFr$   Tr   r#   rI   r2   rJ   r   i   g      g      @rL   z, with these indexers \[-6\.0\] of type floatr!         @r5   rF   z/ with these indexers \[(2|3)\.5\] of type float)r   r	   r
   int64r   r   rB   slicer+   r   rM   rN   r&   r'   rO   )
r   r   Zoobr/   rH   r   r   rP   Zres1resr   r   r   test_slice_integer   sV   
 





z$TestFloatIndexers.test_slice_integerr5          @c                 C   s   t tddtddd}|dd }|jdd }t|| t}d|j d}tjt	|d ||  W d   n1 s>w   Y  tjt	|d |j|  W d   dS 1 s[w   Y  dS )	z]make sure that we are raising on positional indexing
        w.r.t. an integer index
        r5   rT   r   rI   z)cannot do (slice|positional) indexing on z/ with these indexers \[(2|4)\.0\] of type floatr!   N)
r   rB   r   r   rA   r   rN   r&   r'   rO   )r   rH   r/   r   r   r   rP   r   r   r    test_integer_positional_indexingC  s   
"z2TestFloatIndexers.test_integer_positional_indexingc           	   	   C   s  |d}t tjdd|d}tddtddtddfD ]8}|j| }tdd}| |||d d	t|j d
}t	j
t|d ||  W d    n1 sPw   Y  qtddtddfD ]}|j| }| ||tddd q`d	t|j d}t	j
t|d |tdd  W d    n1 sw   Y  tddtddftddtddftddtddffD ]5\}}|j| }| |||d d	t|j d}t	j
t|d ||  W d    n1 sw   Y  qd S )Nr   r5   r           r4   r   r:   FrL   z/ with these indexers \[(0|1)\.0\] of type floatr!   ir$   g      $      $@Tz- with these indexers \[-10\.0\] of type floatg      ?r9   z+ with these indexers \[0\.5\] of type float)r   r	   r   r   rW   r+   r   rM   rN   r&   r'   rO   )	r   r   r   r/   rH   r   r   rP   rX   r   r   r    test_slice_integer_frame_getitemY  sN    





z2TestFloatIndexers.test_slice_integer_frame_getitemc                 C   s   |d}t tjdd|d}| }d|j|< |j| j }|dk s(J dt	|j
 d}tjt|d d||< W d    n1 sGw   Y  tjt|d ||  W d    d S 1 scw   Y  d S )Nr   r5   r   r   rL   rK   r!   )r   r	   r   r   r)   r+   valuesravelallrM   rN   r&   r'   rO   )r   rH   r   r   r/   scr   rP   r   r   r   2test_float_slice_getitem_with_integer_index_raises  s    


"zDTestFloatIndexers.test_float_slice_getitem_with_integer_index_raisesc           	      C   s   t tdd }t||}|jdd }||| }t|t|s$J t|| |	 }d|||< ||| j
 }|dk sEJ d S )NrE   g?r2   rI   r   )r   r	   r
   r   r   r   rM   r   Zassert_equalr)   r_   r`   ra   )	r   rH   r,   r-   r   r/   r   r   r0   r   r   r   test_slice_float  s   
z"TestFloatIndexers.test_slice_floatc                 C   sT   t g d}ttd|d}|d dksJ |jd dksJ |jd dks(J d S )N)r9   r5   r2   g      @r   r   r   r2   r5   )r   r   rB   r+   r   )r   r   r/   r   r   r   test_floating_index_doc_example  s
   z1TestFloatIndexers.test_floating_index_doc_examplec           
      C   s  t tdtdd tjd}||dd }t ddgd}t|| ||d }|d	ks1J ||d }|d	ks=J tjtd
d ||d  W d    n1 sUw   Y  t d	dgt	ddgtj
dd}ddgtddgfD ]}t||| | qtt d	dgt	ddgddd}ddgtddgfD ]}t||| | q||d	d }||dd }||dd }||dd }	t|| t|| t||	 t dd	gddgd}||d	d }t|| ||g d }|jg d }t|| tjtdd ||g d  W d    n	1 s!w   Y  tjtdd ||g d  W d    n	1 sAw   Y  ||ddg }t|t dd	gddgd ||dg }t|t dgdgd d S )Nr   rU   )r   rS   r:   r#   r4   r   rE   r5   z^4$r!   rI   r   r\   rR   float64rZ   g @)r\   r   r$   )r   r5   rI   znot in index)g?r   r$   )r   r4   r5   )r   r	   r
   rV   r   rA   r&   r'   r(   r   rf   arrayr   )
r   r-   r/   r   r   Z	fancy_idxZresult1Zresult2Zresult3Zresult4r   r   r   test_floating_misc  sP    z$TestFloatIndexers.test_floating_miscc                 C   s  |}i ddddddddd	d
ddddddddddddddddddddddddi ddddddd dd!dd"d#d$dd%d&d'dd(d)d*dd+d,d-dd.dd/dd0d1d2di d3d4d5dd6d7d8dd9d:d;dd<dd=dd>d?d@ddAdBdCddDdEdFddGdHdIddJdKi dLddMdNdOdPdQdRdSddTdUdVddWdXdYddZdd[dd\d]d^d_d`dadbddcdddedi dfdgdhdPdidjdkddlddmddndodpddqdrdsddtdudvddwdxdydPdzdd{dd|d}i d~dddddddddddddddddddddddddddddddddi ddddddddddddddddddddddddddddddddddi ddddddddddddddddddddddddddddddddddddddddddddddddƜ}t ||dǍ}| }|jj|ksJ t| d S )N   g     "@r4   g     S@r5   g     8@r2   r\   rI   g     w@r   rT   g     p@      	   r$   g     @      g      8@      g     @      g     @Y@      g    @            g     "@      g     {@      g    @      g     Ȇ@             g     \@!   "   g     @#   $   g     v@%   &   g     .@'   (   )   *   g     @+   ,   g     @-   .   g     @/   0   g     @1   2   g     @3   4   g     @5   g     Q@6   g     0@7   8   g     @t@9   :   g     @;   <   =   >   g     *@?   r]   @   g      E@A   B   g     @@C   D   g      V@E   F   g     @G   H   I   J   g    @K   L   g     u@M   N   g    @O   P   g     w@Q   R   S   T   g     r@U   V   g     x@W   g      @X   g     v@Y   Z   g    t@[   g      "@\   ]   ^   g     @_   `   g     ȏ@a   b   g     @c   r?   g     &@e   f   g     @g   h   i   j   k   l   m   n   o   p   q   r   s   t   u   v   w   x   y   z   {   |   }   ~   g     @   g      6@   g     p@   i  g     h@i  i	  i  i  i
  g     @g     @g     8@g     `d@g     +@g     0@g     @)i  i  i  i  i  i  i                    rR   )r   Zvalue_countsr   rS   str)r   Zfloat_numpy_dtyperS   Zserr/   r   r   r   r   test_floatindex_slicing_bug  sr  	
 !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~                 	  
  z-TestFloatIndexers.test_floatindex_slicing_bugN)rN   
__module____qualname__r   r&   markZparametrizer   ZmakeStringIndexZmakeCategoricalIndexZmakeDateIndexZmakeTimedeltaIndexZmakePeriodIndexr1   r3   r;   ZmakeIntIndexZmakeRangeIndexrC   rD   rG   rW   rQ   rY   r[   r^   rc   rd   re   rh   r   r   r   r   r   r      sf    



"
$
	#$	 $G

$5$
Ar   )numpyr	   r&   Zpandasr   r   r   r   Zpandas._testingZ_testingr   r   r   r   r   r   r   <module>   s    
