o
    _~#g                    @   sL  d dl 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Zd dl	Z
d dlZd dlmZ d dlm  mZ d dlZd dlmZmZmZmZ d dlmZ d dlmZ d dlmZm Z  ej!d	d
 Z"ej!dd dgddgddd Z#G dd dZ$G dd dZ%G dd dZ&G dd dZ'G dd dZ(dd Z)dd Z*d d! Z+G d"d# d#Z,d$d% Z-d&d' Z.d(d) Z/ej01d*ed+d,gd-d.gge2d/d0d1fed+d2gd-d2gge2d/d03d2e4id3fgd4d5 Z5d6d7 Z6ej01d8ed9d9gged9d9ged9d9gggd:d; Z7d<d= Z8d>d? Z9d@dA Z:dBdC Z;ej0<dDdEdF Z=dGdH Z>dIdJ Z?dS )K    )deque)datetimetimezone)EnumN)using_pyarrow_string_dtype)	DataFrameIndex
MultiIndexSeries)expressions)_check_mixed_float_check_mixed_intc                  C   s2   t g dg dg dg} t| g dg ddS )z
    Fixture for simple 3x3 DataFrame

    Columns are ['one', 'two', 'three'], index is ['a', 'b', 'c'].

       one  two  three
    a  1.0  2.0    3.0
    b  4.0  5.0    6.0
    c  7.0  8.0    9.0
          ?       @      @)      @      @g      @)g      @g       @g      "@onetwothreeabccolumnsindex)nparrayr   )arr r"   /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/env/lib/python3.10/site-packages/pandas/tests/frame/test_arithmetic.pysimple_frame!   s   r$   Td   numexprpython)autouseparamsidsc                 c   sH    |  }|td| j | jV  W d    d S 1 sw   Y  d S )N_MIN_ELEMENTS)contextsetattrexprparam)requestmonkeypatchmr"   r"   r#   switch_numexpr_min_elements2   s
   

"r3   c                   @   sX   e Zd ZdddZdddZdefddZdefd	d
ZdddZdd Z	dddZ
dS )DummyElementreturnNc                 C   s   || _ t|| _d S N)valuer   dtype)selfr7   r8   r"   r"   r#   __init__:   s   zDummyElement.__init__c                 C   s   t j| j| jdS )Nr8   )r   r    r7   r8   r9   r8   copyr"   r"   r#   	__array__>   s   zDummyElement.__array__c                 C   s   d| j  d| j dS )NzDummyElement(z, ))r7   r8   r9   r"   r"   r#   __str__A      zDummyElement.__str__c                 C   s   t | S r6   )strr@   r"   r"   r#   __repr__D   s   zDummyElement.__repr__Fc                 C   s
   || _ | S r6   r;   r<   r"   r"   r#   astypeG   s   zDummyElement.astypec                 C   s   t | | j||S r6   )typer7   view)r9   r8   r"   r"   r#   rG   K   rB   zDummyElement.viewc                 C   s
   t | jS r6   )boolr7   )r9   axisr"   r"   r#   anyN   s   
zDummyElement.anyr5   N)NN)Fr6   )__name__
__module____qualname__r:   r>   rC   rA   rD   rE   rG   rJ   r"   r"   r"   r#   r4   9   s    


r4   c                   @   s  e Zd Zdd Zdd Zejdej	
djdddejd	dd
dej	
djdddej	
djddddgej	
djdddej	
djddddej	
djdddejd	dd
dgejd	dd
ejd	dd
dej	
djdddej	
djddddgej	
djdddejd	dd
dejd	dd
ejd	dd
dggdd Zejdg ddd Zejje dddd Zdd Zdd Zdd ZdS )TestFrameComparisonsc                 C   s^   t dg di}t dg di}|dk}t|| |d d|d< |dk}t|| d S )NA)foobarbaz)TFFrQ   category)r   tmassert_frame_equalrE   )r9   dfexpresr"   r"   r#   &test_comparison_with_categorical_dtypeY   s   z;TestFrameComparisons.test_comparison_with_categorical_dtypec                 C   s^   t tjddtdd}d}tjt|d |dv  W d    d S 1 s(w   Y  d S )N   )      ABCDr   z+The truth value of a DataFrame is ambiguousmatchr6   )	r   r   randomdefault_rngstandard_normallistpytestraises
ValueError)r9   rW   msgr"   r"   r#   test_frame_in_listh   s   
"z'TestFrameComparisons.test_frame_in_listz	arg, arg2r[   
   size20010101periodsr   r   c                    sp  t | t | k}t  fdd jD  j jd}t||  k}t  fdd jD  j jd}t|| g d}d|}tjt|d  k W d    n1 s_w   Y  tjt|d  k W d    n1 szw   Y  tjt|d  k  W d    n1 sw   Y  tjt|d  k W d    d S 1 sw   Y  d S )Nc                    s   i | ]}| | | kqS r"   r"   .0colxyr"   r#   
<dictcomp>       z@TestFrameComparisons.test_comparison_invalid.<locals>.<dictcomp>r   r   c                    s   i | ]}| | | kqS r"   r"   rr   ru   r"   r#   rx      ry   )z=Invalid comparison between dtype=datetime64\[ns\] and ndarrayzinvalid type promotionzbThe DTypes <class 'numpy.dtype\[.*\]'> and <class 'numpy.dtype\[.*\]'> do not have a common DType.|r`   )	r   r   r   rU   rV   joinrf   rg   	TypeError)r9   argarg2resultexpectedmsgsri   r"   ru   r#   test_comparison_invalidq   s<   0
	



"z,TestFrameComparisons.test_comparison_invalidzleft, right))gtlt)r   r   )gele)r   r   )eqr   )ner   c           	      C   s  t tjdddtjdddtjdjdddtjdddd	 tdD d
}tj	|j
tjdt|dkdf< tt|}tt|}|dv rc||td}|td|}t|| n@d}tjt|d ||td W d    n1 sw   Y  tjt|d |td| W d    n1 sw   Y  |dv r||td}|td|}t|| d S d}tjt|d ||td W d    n1 sw   Y  tjt|d |td| W d    d S 1 sw   Y  d S )Nrn   rk   ro   20010102r[   i ʚ;rl   c                 S   s   g | ]}t d | qS )r%   )chrrs   ir"   r"   r#   
<listcomp>   s    z?TestFrameComparisons.test_timestamp_compare.<locals>.<listcomp>)dates1dates2intcolfloatcol	stringcolg      ?r   )r   r   20010109zL'(<|>)=?' not supported between instances of 'numpy.ndarray' and 'Timestamp'r`   natzJ'(<|>)=?' not supported between instances of 'numpy.ndarray' and 'NaTType')r   pd
date_ranger   rb   rc   integersrd   rangeNaTloclengetattroperator	TimestamprU   rV   rf   rg   r}   )	r9   leftrightrW   left_fright_fr   r   ri   r"   r"   r#   test_timestamp_compare   sF   &	

"z+TestFrameComparisons.test_timestamp_comparezcan't compare string and int)reasonc                 C   s\   t ddgddgg}t ddgddgg}||k}|  r J ||k}|  s,J d S )Nz
1989-08-01   r[   r   r   r   d)r   rJ   all)r9   rW   otherr   r"   r"   r#   test_mixed_comparison   s   z*TestFrameComparisons.test_mixed_comparisonc                 C   s^   t tdd}t ddgddgddgg}|dk}t|| |ddgk}t|| d S )Nr\      r[   FTr[   r[   r[   )r   r   arangereshaperU   rV   )r9   rW   r   r   r"   r"   r#    test_df_boolean_comparison_error  s   z5TestFrameComparisons.test_df_boolean_comparison_errorc                 C   sB   t tjddtdg dd}|d }|  rJ d S )Nr[   )   r   r   rP   BCrz   )r   r   rb   rc   rd   r   __eq__rJ   r9   rW   r   r"   r"   r#   test_df_float_none_comparison  s   
z2TestFrameComparisons.test_df_float_none_comparisonc                 C   s   t ddddddg}|jdk}t|| |jddd d f  t||  |jddd d f  |jdk}t|| |jddd d f  t||  |jddd d f  d S )Nr   rQ   rq   r[   rR   r   )r   r   rU   rV   r   r   )r9   rW   mask_amask_br"   r"   r#   test_df_string_comparison(  s   
"$
"(z.TestFrameComparisons.test_df_string_comparisonN)rL   rM   rN   rZ   rj   rf   markparametrizer   rb   rc   r   r   r   r   r   xfailr   r   r   r   r   r"   r"   r"   r#   rO   V   s`    	
-*
-

rO   c                   @   s   e Zd Zejdg ddd Zejdeje	gdd Z
dd	 Zd
d Zdd Zdd Zejdg ddd Zejdg ddd Zdd ZdS )TestFrameFlexComparisonsop)r   r   r   r   r   r   c                 C   sf  t jdd}t jdd}t|}t|}t |jd }||j	 s,J |
|j r6J t||}tt|}t||||| |jdd dd f  }	||	}
|||	j|j|jd}t|
| t||j|||j t|d||d d}t|t j||t j tjt|d	 || W d    d S 1 sw   Y  d S )
Nr[      r   )r   r   r   r   rz   r   $Unable to coerce to Series/DataFramer`   )r   rb   rc   rd   r   onesshaper   valuesr   r   rJ   r   r   rU   rV   r   r=   reindexr   r   nanrf   rg   rh   )r9   r   data
other_datarW   r   ndim_5fopart_orsxpri   r"   r"   r#   test_bool_flex_frame5  s*   


"z-TestFrameFlexComparisons.test_bool_flex_frameboxc                 C   s"  t jdd}t|}|t jdd}|t jdd}|j|dd}||}|j|dd}||}	t||t	|k t||	  t||  t||j
|j
 t||t| t||jt	|dd t||jt|dd |j|dd}
||}|j|dd}||}t||t	|k t||  t|
|  t|
|j
|j
 |j|dd}||}|j|dd}||}t||t	|k t||  t||  t||j
|j
 t	t jdd}t	t jdd}d S )Nr[   r   r   r   r   rI   )r   rb   rc   rd   r   r   r   rU   rV   r
   Tre   r   r   r   r   )r9   r   r   rW   idx_sercol_seridx_eqcol_eqidx_necol_neidx_gtcol_gtidx_lecol_leidx_gecol_geidx_ltcol_ltr"   r"   r#   test_bool_flex_seriesS  sB   





z.TestFrameFlexComparisons.test_bool_flex_seriesc                 C   s   t tjdd}tj|jd< ||}|jd rJ ||}|jd s)J |	|}|jd r5J |
|}|jd rAJ ||}|jd rMJ ||}|jd rYJ d S )Nr[   r   r   r   )r   r   rb   rc   rd   r   r   r   r   r   r   r   r   )r9   rW   r   r"   r"   r#   test_bool_flex_frame_na~  s   





z0TestFrameFlexComparisons.test_bool_flex_frame_nac           	      C   s  t t jddt jg}t dt jdd g}td|i}td|i}dddg}tjt|d	 || W d    n1 s?w   Y  tjt|d	 |d |d  W d    n1 s_w   Y  tjt|d	 |j	|j	k W d    n1 s|w   Y  |
|}|j	 sJ t dt jd g}td|i}tjt|d	 |d W d    n1 sw   Y  tjt|d	 |d d W d    n1 sw   Y  tjt|d	 |j	dk W d    d S 1 sw   Y  d S )
Nr   r\   y               @   r   r{   z9'>' not supported between instances of '.*' and 'complex'z unorderable types: .*complex\(\)r`   )r   r    r   r   r|   rf   rg   r}   r   r   r   r   )	r9   r!   arr2rW   df2ri   r   arr3df3r"   r"   r#   "test_bool_flex_frame_complex_dtype  s>   
"z;TestFrameFlexComparisons.test_bool_flex_frame_complex_dtypec                 C   s\   t ddtjdgitd}t ddt dgitd}||}t dg di}t|| d S )Nrt   rQ   rR   r;   )FTF)	r   r   r   objectr   nowr   rU   rV   )r9   df1r   r   rX   r"   r"   r#   !test_bool_flex_frame_object_dtype  s
   
z:TestFrameFlexComparisons.test_bool_flex_frame_object_dtypec                 C   s   t tjg}|tjk}|jd  du sJ |tj}|jd  du s'J |tjk}|jd  du s7J |tj}|jd  du sHJ d S )Nr   FT)r   r   r   ilocitemr   r   r   r"   r"   r#   test_flex_comparison_nat  s   

z1TestFrameFlexComparisons.test_flex_comparison_natopnamec                 C   sR   t g dg dd}d}t|||j }t|tdgtt	gdd d S )Nr   r[   r   r   ru   r[   countr   name)
r   r   dtypesvalue_countsrU   assert_series_equalr
   r   r8   rH   )r9   r   rW   constr   r"   r"   r#   &test_df_flex_cmp_constant_return_types  s   z?TestFrameFlexComparisons.test_df_flex_cmp_constant_return_typesc                 C   s`   t g dg dd}d}|jd d }t|||j }t|tdgt	t
gdd d S )Nr   r   ru   r[   r   r   r   )r   r   r   r   r   rU   r   r
   r   r8   rH   )r9   r   rW   r   emptyr   r"   r"   r#   ,test_df_flex_cmp_constant_return_types_empty  s   zETestFrameFlexComparisons.test_df_flex_cmp_constant_return_types_emptyc                 C   s   t jg d}t||d}tddg}|j|dd}tddgddgd}t|| tddgdd	gd
}|j|dd}t|| d S )Nr   rP   r   r   r   Fr   r[   rP   r   r   )r   IntervalIndexfrom_breaksr   r
   r   rU   rV   )r9   iirW   serrY   r   ser2res2r"   r"   r#   -test_df_flex_cmp_ea_dtype_with_ndarray_series  s   zFTestFrameFlexComparisons.test_df_flex_cmp_ea_dtype_with_ndarray_seriesN)rL   rM   rN   rf   r   r   r   r   r    r
   r   r   r   r   r   r   r   r  r"   r"   r"   r#   r   3  s    

*'


r   c                   @   s  e Zd Zdd Zdd Zdd Zdd Zej	d	g d
dd Z
ej	dedddd Zdd Zej	d	g ddd Zdd Zej	dddgdd Zdd Zd d! Zd"d# Zej	d	g d$d%d& Zej	d'd(d)gd*d+ Zd,d- Zd.d/ Zd0d1 Zd2d3 Zd)S )4TestFrameFlexArithmeticc                    st   t d}t|td  jdd}t fdd jD }t||  jjdd}t|| d S )Nr   r   r   r   c                    s   i | ]	}| |  qS r"   r"   rr   rW   r  r"   r#   rx         z?TestFrameFlexArithmetic.test_floordiv_axis0.<locals>.<dictcomp>)	r   r   r
   r   floordivr   rU   rV   r   )r9   r!   r   r   result2r"   r  r#   test_floordiv_axis0  s   
z+TestFrameFlexArithmetic.test_floordiv_axis0c                 C   sf   t jddd}t jddd}t|}t||d}|j|dd}t|| || d}t|| d S )N
2016-01-01rk   ro   1r   r   r   r   )r   r   timedelta_ranger
   r   addrU   rV   )r9   dtitditserrW   r   r   r"   r"   r#   test_df_add_td64_columnwise
  s   z3TestFrameFlexArithmetic.test_df_add_td64_columnwisec                 C   s   t jddd}tg ddd}t||d}t||d}t jdd	 }|j||d
}ttg ddd|d d}t|| d S )Nr  r   ro   )z1 Dayr   z2 Daystimedelta64[ns]r;   r   r   )days
fill_value)z
2016-01-02z
2016-01-03z
2016-01-05zdatetime64[ns]r[   )	r   r   r
   r   	Timedeltato_timedelta64r  rU   rV   )r9   r  r  rW   r   fillr   r   r"   r"   r#   $test_df_add_flex_filled_mixed_dtypes  s   z<TestFrameFlexArithmetic.test_df_add_flex_filled_mixed_dtypesc                    s|   |  fdd}t | d| }||d| }t|| t | d| }||d| }t|| t|dd id d S )Nc                    s2     drtt dd|| S tt | |S )N__r__)
startswithr   r   replaceru   r   r"   r#   r   .  s   
z8TestFrameFlexArithmetic.test_arith_flex_frame.<locals>.fr[   r   r;   )r   rU   rV   r   )r9   all_arithmetic_operatorsfloat_framemixed_float_framer   r   r   r"   r"  r#   test_arith_flex_frame(  s   z-TestFrameFlexArithmetic.test_arith_flex_framer   )__add____sub____mul__c           
      C   s   t t|}t ||d| }||d| }d }	|dv r!dd d}	n|dv r)dd i}	tjr9|dkr9d| d j|	d< t|| t||	d	 t ||d| }||d| }t|| t|dd id	 t ||d| }||d| }t|| d S )
Nr[   )r(  uint64)r   r   )r'  r)  r   r   rP   r;   )	r   r   r.   USE_NUMEXPRr8   rU   rV   r   r   )
r9   r   	int_framemixed_int_framer%  r3   r   r   r   r8   r"   r"   r#   test_arith_flex_frame_mixed>  s&   
	z3TestFrameFlexArithmetic.test_arith_flex_frame_mixeddimr   r\   c                 C   sX   |}t d| }d}tjt|d t||| W d    d S 1 s%w   Y  d S )N)r   r   r`   )r   r   rf   rg   rh   r   )r9   r#  r$  r/  r   r!   ri   r"   r"   r#   test_arith_flex_frame_raiseg  s   "z3TestFrameFlexArithmetic.test_arith_flex_frame_raisec                 C   s   | d}t||d  | |d d }| tj }t|| |d d  |}| tj }t|| tjtdd |j |j	d dd W d    n1 sUw   Y  tjtdd |j |j	d ddd W d    d S 1 sxw   Y  d S )	Nr   r   r  r`   r   r  r   rI   r  )
r  rU   rV   
sort_indexr   r   rf   rg   NotImplementedErrorr   )r9   r$  	const_addr   r   r"   r"   r#   test_arith_flex_frame_cornerr  s   
"z4TestFrameFlexArithmetic.test_arith_flex_frame_corner)r  submulmodc                 C   sb   |}| d}|d }t||}tt|}t||||| t||dd||j|j d S )Nr   r   r   r   )xsr   r   rU   rV   r   )r9   r$   r   rW   rowrt   r   r"   r"   r#   test_arith_flex_series_ops  s   


"z2TestFrameFlexArithmetic.test_arith_flex_series_opsc                 C   sh   |}| d}|d }t|j|d d||  t||||  t|j|dd|j| j d S )Nr   r   r   r   )r9  rU   rV   r  divr   )r9   r$   rW   r:  rt   r"   r"   r#   test_arith_flex_series  s   
"z.TestFrameFlexArithmetic.test_arith_flex_seriesr8   int64float64c                 C   sX   t tdd|d}t tjtjgddgddgg}|j|d dd	}t|| d S )
Nr\   r   r;   r         ?g      ?r   r   r   )	r   r   r   r   r   infr<  rU   rV   )r9   r8   rW   r   r   r"   r"   r#   #test_arith_flex_series_broadcasting  s   z;TestFrameFlexArithmetic.test_arith_flex_series_broadcastingc                 C   s   t g td}tddgd}tddgddggddgd}tjtd	d
 |j|dd W d    n1 s4w   Y  tjtd	d
 |j|d d dd W d    d S 1 sVw   Y  d S )Nr;   rP   r   r_   r   r[   r   r]   r  r`   Er  r1  )r
   r   r   rf   rg   r3  r  r6  )r9   ser_len0df_len0rW   r"   r"   r#   test_arith_flex_zero_len_raises  s   "z7TestFrameFlexArithmetic.test_arith_flex_zero_len_raisesc                 C   s^   t jddt jdddgdd}td|itd	d
}|dd}|jddd}t|| d S )Nr   r   r   r]   r   floatr;   rQ   r\   r   r[   r  )	r   r    r   r   r   fillnar  rU   rV   )r9   datrW   rX   rY   r"   r"   r#   test_flex_add_scalar_fill_value  s
   z7TestFrameFlexArithmetic.test_flex_add_scalar_fill_valuec                 C   sV   t g dg dd}t g dg dd}t g dg dd}||}t|| d S )N)r   r[   r   r]   r   )r   r[   r   r[   r   r   r   )r   r[   r   r[   r[   )r   r   r[   r[   r   )r   r6  rU   rV   )r9   r   r   r   r   r"   r"   r#   'test_sub_alignment_with_duplicate_index  s
   
z?TestFrameFlexArithmetic.test_sub_alignment_with_duplicate_index)r'  r)  r(  __truediv__c                 C   sb   t tdtjddd}t|||}ddg|_ddg|_t|||}t|| d S )Nrk   r[   r   rP   )	r   r   r   rb   rc   r   r   rU   rV   )r9   r   rW   r   r   r"   r"   r#   &test_arithmetic_with_duplicate_columns  s   "

z>TestFrameFlexArithmetic.test_arithmetic_with_duplicate_columnslevelr   Nc                 C   s   t g dg dd}|jd|_t g dg dd}|jddg|_|j||d}t g dg dd}|jddg|_t|| d S )	Nr   r   r[   r   r   L1r   r   r   ))rP   r   )rP   DL2)rN  )r   r   	set_namesr  rU   rV   )r9   rN  r   r   r   r   r"   r"   r#   test_broadcast_multiindex  s   z1TestFrameFlexArithmetic.test_broadcast_multiindexc                 C   s   t g dg ddtjdgdgg dgg ddd	}td
gtjdgdggddgdd	}t g dg ddtjdgdgg dgg ddd	}|j|dd}t|| d S )Nr   r   r]   r   i  i  r   r   rO  scenr8  idnamesr   皙?r8  rY  )ffffff?333333@333333@)r`  皙@g@r   r   r   r	   from_productr
   r  rU   rV   r9   rW   seriesr   r   r"   r"   r#    test_frame_multiindex_operations  s$   z8TestFrameFlexArithmetic.test_frame_multiindex_operationsc                 C   s   t dgdgdtjdgdggddgdd	}tg d
tjdgdgg dgg ddd	}t g dg ddtjdgdgg dgg ddd	}|j|dd}t|| d S )Nr   r   rW  r   r   rY  r8  r[  r   )      $@g      4@g      >@rO  rX  )g      &@   g      ?@)g      *@g      7@g     @@r   r   rb  rd  r"   r"   r#   <test_frame_multiindex_operations_series_index_to_frame_index  s$   zTTestFrameFlexArithmetic.test_frame_multiindex_operations_series_index_to_frame_indexc              	   C   s   t g dg ddtjdgdgg dgg ddd	}td
gtjdgdggddgdd	}t tjtjdtjdddddtjfgg ddd	}|j|dd}t	|| d S )Nr   rV  rW  r   r   rO  rX  r[  r   r]  r   r8  rY  r   r   r   r   r   r   )r   r   r[   r   r   )
r   r	   rc  r
   r   r   from_tuplesr  rU   rV   rd  r"   r"   r#   )test_frame_multiindex_operations_no_align  s.   
zATestFrameFlexArithmetic.test_frame_multiindex_operations_no_alignc                 C   s   t g dg ddtjg dg ddd}tdgtjd	gd
ggddgdd}t ddtjgddtjgdtjg dg ddd}|j|dd}t	|| d S )Nr   rV  rW  )rj  rk  )r   r   r[   rX  r[  r   r]  r   r   r8  rY  r^  r_  r`  ra  r   r   )
r   r	   rl  r
   rc  r   r   r  rU   rV   rd  r"   r"   r#   +test_frame_multiindex_operations_part_align)  s(   zCTestFrameFlexArithmetic.test_frame_multiindex_operations_part_align)rL   rM   rN   r  r  r  r&  rf   r   r   r.  r   r0  r5  r;  r=  rB  rF  rJ  rK  rM  rU  rf  ri  rm  rn  r"   r"   r"   r#   r    s4    
(



	
	
r  c                   @   s.  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	e
jdddgdd Ze
jdddgdeddgeddeddggdd Zdd Zdd Zdd  Ze
jd!d"d#d$d%d&d'ed(d)d*fed(d)d+fge
jjd,ejejejejejejgd-d. d/d0d1 Zd2d3 Z d4d5 Z!d6S )7TestFrameArithmeticc                 C   sJ   t ddgdd}tddgddgg}|| }t||d}t|| d S )	Nr   r  r;   r   r[   r   r]   r  r
   r   rU   rV   )r9   r  rW   r   r   r"   r"   r#   test_td64_op_nat_castingL  s
   z,TestFrameArithmetic.test_td64_op_nat_castingc                 C   s   t ddd}t|ddgg dd}|dgd d f }|jd|jd fks)J tdd	gd	dgdd
gg|j|j|jd}|| }t	|| || }t	|| d S )Nr\   r   r[   TFr   r   r   r]   r   r   r   r8   
r   r   r   r   r   r   r   r8   rU   rV   )r9   r!   rW   rowliker   r   r"   r"   r#   'test_df_add_2d_array_rowlike_broadcastsV     z;TestFrameArithmetic.test_df_add_2d_array_rowlike_broadcastsc                 C   s   t ddd}t|ddgg dd}|d d dgf }|j|jd	 dfks)J tddgd
dgddgg|j|j|jd}|| }t	|| || }t	|| d S )Nr\   r   r[   TFr   r   r   r   r   	   rk   rr  rs  )r9   r!   rW   colliker   r   r"   r"   r#   'test_df_add_2d_array_collike_broadcastsk  rv  z;TestFrameArithmetic.test_df_add_2d_array_collike_broadcastsc                 C   s   |}|r|dv rt | tddd}t|ddgg dd}|d	gd d f }|jd	|jd	 fks6J t|jd
 ||	 t|jd ||	 t|jd ||	 g}t||j
|jd}	t|||}
t|
|	 d S )N__rmod____rfloordiv__r\   r   r[   TFr   r   r   rP   r   r   )td&mark_array_manager_not_yet_implementedr   r   r   r   r   r   r   squeezer   r   rU   rV   )r9   r0   r#  using_array_managerr   r!   rW   rt  exvalsr   r   r"   r"   r#   )test_df_arith_2d_array_rowlike_broadcasts  s   
z=TestFrameArithmetic.test_df_arith_2d_array_rowlike_broadcastsc                 C   s   |}|r|dv rt | tddd}t|ddgg dd}|d d d	gf }|j|jd
 d	fks6J t|d || t|d || d}d }	|dv r_tj	dd |
 D  }	t||j|j|	d}
t|||}t||
 d S )Nrz  r\   r   r[   TFr   r   r   r   )TFc                 s   s    | ]}|j V  qd S r6   )r   rs   rv   r"   r"   r#   	<genexpr>  s    zPTestFrameArithmetic.test_df_arith_2d_array_collike_broadcasts.<locals>.<genexpr>rr  )r}  r~  r   r   r   r   r   r   r  common_typer   r   r   rU   rV   )r9   r0   r#  r  r   r!   rW   rx  r  r8   r   r   r"   r"   r#   )test_df_arith_2d_array_collike_broadcasts  s    
z=TestFrameArithmetic.test_df_arith_2d_array_collike_broadcastsc                 C   sh   t ddgddgg}|d }|jdd }|dk sJ d| }|jdd }|dk s2J d S )NFTr   c                 S      | j S r6   kindrv   r"   r"   r#   <lambda>      z:TestFrameArithmetic.test_df_bool_mul_int.<locals>.<lambda>r   c                 S   r  r6   r  r  r"   r"   r#   r    r  )r   r   applyr   )r9   rW   r   kindsr"   r"   r#   test_df_bool_mul_int  s   z(TestFrameArithmetic.test_df_bool_mul_intc                 C   sD   t g dg dd}|| }t g dg dd}t|| d S )Nr   r   r   )aabbccr[   r]   r\   r   rU   rV   )r9   r   r   r   r"   r"   r#   test_arith_mixed  s   z$TestFrameArithmetic.test_arith_mixedrt   rP   r   c                 C   sB   t ddgddgd}||d| }||| d}t|| d S )Ng?gffffff
@g      @g333333r   r   )r   rU   r   )r9   all_arithmetic_functionsrt   rW   r   r   r"   r"   r#   test_arith_getitem_commute  s   z.TestFrameArithmetic.test_arith_getitem_commuter   r   r[   r   r[   r   c                 C   sD   t ddgddgd}t ddgddgd}|| }t|| d S )Nr   r   r[   r   r  )r9   r   rW   r   r   r"   r"   r#   &test_arith_alignment_non_pandas_object  s   z:TestFrameArithmetic.test_arith_alignment_non_pandas_objectc                 C   s8  t tjddddddg dg dd}|d	j}t |j| |j|jd
}t	|| | t |jj
| j
|j|jd
}t	|j|dd| t|d }t |j| |j|jd
}t	|| | t |jj
| j
|j|jd
}t	|j|dd| tjd|j}t |j| |j|jd
}t	||| d S )Nr   rk   f8r;   r   r   r   r   r   rz   r   r   r   r   r[   )r   r   r   r   r9  r   r   r   rU   rV   r   r  re   rb   rc   r   )r9   rW   val1addedval2val3r"   r"   r#   test_arith_non_pandas_object  s$   z0TestFrameArithmetic.test_arith_non_pandas_objectc                    sn   |t t jddd}ddg}t|g|d}d t| }t fdd	|D g|d}t|| d S )
N        r   )startendr   r[   r_   rk   c                    s   g | ]	}t | qS r"   )r   )rs   nnumr   r"   r#   r     r	  zVTestFrameArithmetic.test_operations_with_interval_categories_index.<locals>.<listcomp>)r   CategoricalIndexinterval_ranger   r   rU   rV   )r9   r#  indr   rW   r   r   r"   r  r#   .test_operations_with_interval_categories_index  s   zBTestFrameArithmetic.test_operations_with_interval_categories_indexc                 C   s   t tdtdgtdtdgdddgdd	}|dg }|| }t td
td
gtjtjgdddgd}t|| d S )N2019202020182021)rQ   rR   rQ   rR   M8[ns]r   r8   r   r_   )r   r   r   r  r   r   rU   rV   )r9   rW   r   r   r   r"   r"   r#   test_frame_with_frame_reindex  s   
 z1TestFrameArithmetic.test_frame_with_frame_reindexzvalue, dtype)r   i8)r   r  )            r  )y              ?
complex128)r  r  )TrH      ns<m8[ns]<M8[ns]r   c                 C   r  r6   )rL   r  r"   r"   r#   r  2  r  zTestFrameArithmetic.<lambda>)r*   c              
   C   s  t jdft jdft jdft jdfh}t||}td|j|jgi|jd}t jdft j	dft jdft jdft jdft jdft jdft j
dft j	dfh	}||f|v rd }	|dkr[|t jksd|dkrg|t jkrgd }
n#|dkrnd}
n|t j
u rd}
|dkrtjr|d	krt}	nd
|j d}
tjt|
d, t|	 |||j W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S ||f|v r$|t jt jfv rtjr|d	krt}	nd }	t|	 |||j W d    d S 1 sw   Y  d S d}
tjt|
d |||j W d    d S 1 sw   Y  d S td  |||jj}|||j}W d    n	1 sBw   Y  t|| d S )NrH   rP   r;   r  r  r  z3ufunc 'remainder' not supported for the input typesz-numpy boolean subtract, the `-` operator, is r   zcannot perform __z7__ with this index type: (DatetimeArray|TimedeltaArray)r`   z+operator '.*' not implemented for .* dtypes)r   truedivpowr  r7  r4   r   r7   r8   r8  r6  r.   r+  UserWarningrL   rf   rg   r}   rU   assert_produces_warningr3  r   r   )r9   r   r7   r8   r3   skipelemrW   invalidwarnri   r   r   r"   r"   r#   test_binop_other  st   

""$z$TestFrameArithmetic.test_binop_otherc                 C   s   t tddgtddgg}t tddgddtddgg}tddgddgg|d}tddgddgg|d}|| }tddgddgg|d}t|| d S )	Nr   r[   r   r]   Int8r;   r_   r   r	   from_arraysr
   r   rU   rV   r9   midxmidx2r   r   r   r   r"   r"   r#   *test_arithmetic_midx_cols_different_dtypesz     "z>TestFrameArithmetic.test_arithmetic_midx_cols_different_dtypesc                 C   s   t tddgtddgg}t tddgddtddgg}tddgddgg|d}tddgddgg|d}|| }tddgddgg|d}t|| d S )	Nr   r[   r   r]   r  r;   r_   r  r  r"   r"   r#   :test_arithmetic_midx_cols_different_dtypes_different_order  r  zNTestFrameArithmetic.test_arithmetic_midx_cols_different_dtypes_different_orderN)"rL   rM   rN   rq  ru  ry  r  r  r  r  rf   r   r   r  r   r    r   r   r  r  r  r  timedelta64
datetime64r   r  r6  r7  r  r8  r  r  r  r  r"   r"   r"   r#   ro  K  sV    
 
*
F
ro  c                  C   s   t tjddddddgd} ttjd}| | }t | jtj	 | j
d}t|| tjtdd	 | |k W d    n1 sDw   Y  t | jd
| j
d}tjtdd	 ||k W d    d S 1 skw   Y  d S )Nr[   r\   r   rP   r   r_   r;   znot alignedr`   r  )r   r   rb   rc   rd   r   r
   r?  r   r   r   rU   rV   rf   rg   rh   rG   )rW   r  r   r   r   r"   r"   r#   ,test_frame_with_zero_len_series_corner_cases  s   

"r  c                  C   sB   t ddgtjd} tddgddgd}| | }| }t|| d S )NrP   r   r  r   r[   r   )r   r   r?  r
   rU   rV   )rW   r  r   r   r"   r"   r#   ,test_zero_len_frame_with_series_corner_cases  s
   r  c                  C   sD   dt ddtjgi} t| }|jdd}t g d}t|| d S )NOnerP   333333?r   r   )rP   r  r   )r
   r   r   r   sumrU   r   )r   rW   r   r   r"   r"   r#   +test_frame_single_columns_object_sum_axis_1  s   r  c                   @   s  e Zd Zdd Zdd Zejdej	ej
ejejgdd Zejdd	d
gejddd Zejdg d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ejejejejejgdd Zd d! Zd"d# Zd$d% Z d&d' Z!d(d) Z"ejdd*d+ej#d,ejj$e%d-d.d/d0d1d2d3d4d5d6d7gd8d9 Z&ejd:g d;d;e'j(g d;e'j)d<e*d=d>gd?d@ Z+ejd:d=dAgdBe'(d=dAge*d=dCgdDdE Z,dFdG Z-dHdI Z.dJdK Z/dLdM Z0dNS )OTestFrameArithmeticUnsortedc                 C   sv   t jddddd}ttjdt||dgd}|d	}|| }|j	j
tju s,J || }|j	j
tju s9J d S )
Nz1/1/2011rk   h
US/Eastern)rp   freqtzr[   r   rz   zEurope/Moscow)r   r   r   r   rb   rc   rd   r   
tz_convertr   r  r   utc)r9   rngrW   	df_moscowr   r"   r"   r#   *test_frame_add_tz_mismatch_converts_to_utc  s   
zFTestFrameArithmeticUnsorted.test_frame_add_tz_mismatch_converts_to_utcc                 C   s   t jdddd}ttjdt|df|d}||d d d  }|| }tj|j	dd d< t
|| |d d d }||tjdt| }t
|| d S )	Nz1/1/2000z1/1/2010Y)r  r[   r   r   r   )r   period_ranger   r   rb   rc   rd   r   r   r   rU   rV   takepermutation)r9   r  tsr   r   halfr"   r"   r#   test_align_frame  s    z,TestFrameArithmeticUnsorted.test_align_framer   c                 C   sd  t g dg ddtd}d}tjt|d |tj}W d    n1 s'w   Y  ||d}||dt}tj|t	
|< t|| |||}|||t}tj|t	
|< t|| d}tjt|d |||d}W d    n1 s~w   Y  t|| d}tjt|d ||d|}W d    n1 sw   Y  t|| d S )	N)r[   r   {   N)r   r[   r   r]   )col1col2r;   zDowncasting object dtype arraysr`   r   r   )r   r   rU   r  FutureWarningrH  r   r   rE   r   isnarV   )r9   r   rW   ri   filledr   r   r"   r"   r#   test_operators_none_as_na  s2   

z5TestFrameArithmeticUnsorted.test_operators_none_as_nazop,res)r   F)__ne__Tz ignore:elementwise:FutureWarningc                 C   s*   t ||d}t|  |u sJ d S )NrQ   )r   rH   r   )r9   r   rY   r$  r   r"   r"   r#   %test_logical_typeerror_with_non_valid  s   zATestFrameArithmeticUnsorted.test_logical_typeerror_with_non_valid)r  r6  r7  r<  r  c                    s  t jtdg dg dgg dd}ttddd|g d	d
  tj	t
t|d d u r3d S tg dg d}t
 ||ddd}t fdd| D  }t|| tddgddg}t
 ||ddd}t fdd| D   }t|| d S )Nabcr   r   )firstsecondthirdr[  Q      r   )value1value2value3rz   )r   rg  g      Y@r  r   )rN  rI   c                    s:   g | ]\}} j d d d d |f d d f |qS r6   r   rs   r   vrW   idxopar"   r#   r      s   : zETestFrameArithmeticUnsorted.test_binary_ops_align.<locals>.<listcomp>r   rg  r   r   r  c                    s4   g | ]\}} j d d |f d d f |qS r6   r  r  r  r"   r#   r   (  s   4 )r	   rc  re   r   r   r   r   r2  r   
IndexSlicer   r   r
   concatitemsrU   rV   reindex_like)r9   r   r   rv   r   r   r"   r  r#   test_binary_ops_align  s<   z1TestFrameArithmeticUnsorted.test_binary_ops_alignc                 C   s(  t ddgddgg}ttjddd|d}td	d
d}| }ddg|j_| }d|j	_
|j|d	d	d}|j|d	d	d}|j|d	d	d}|j|d	d	d}	|j|d	dd}
|j|d	dd}ttjg dg dgdd|d}||fD ]}t|| qtddg|j_||	|
|fD ]}t|| qd S )NrP   r   r   r   )r[   r]   r>  r;   r_   r   r[   rq   lvl0lvl1)rI   rN  )r   r[   r   r[   )r	   rc  r   r   r   r
   r=   r   r\  r   r   r7  r    rU   rV   )r9   r  rW   sr   s2res1r  res3res4res5res6rX   rY   r"   r"   r#   &test_binary_ops_align_series_dataframe.  s,   zBTestFrameArithmeticUnsorted.test_binary_ops_align_series_dataframec                 C   s   t jg ddd}|dd d }|ddd  }tdddgi|d	}tdddgi|d	}tdtjd
tjgi|d	}t|| | d S )N)z
2011-01-01z
2011-01-02z
2011-01-03UTC)r  z
Asia/Tokyor[   r  r   rP   r   r   )r   DatetimeIndexr  r   r   r   rU   rV   )r9   baseidx1idx2r   r   rX   r"   r"   r#    test_add_with_dti_mismatched_tzsM  s   z<TestFrameArithmeticUnsorted.test_add_with_dti_mismatched_tzsc                 C   s  | |jd d d }|d= tj|jd |jd df< || }|d  j}|d d  }t|d  |j|  tj|j|j	| < t|d |j|d j  t
|d  |jd d  sgJ t
|d  srJ || }t|j|j || }	t
|d  sJ t
|	d  sJ |t  }
t
|
j sJ t | }t
|j sJ t t  }|jsJ |j |jd d d d}t|| |d  || }t|d	d
 || }t|d	d
 || }t|dd id
 || }t|d	d
 d S )Nr[   rR  r]   r   rP   r   r  r_   r?  r;   )r   r   r   r   r   dropnar=   rU   r   isinisnanr   assert_index_equalr   r   r   r   rV   r   )r9   r$  r%  r-  
frame_copyr  indexerrX   
self_added	added_rev
plus_empty
empty_plusempty_emptyreverser"   r"   r#   test_combineFrameW  s@   &


z-TestFrameArithmeticUnsorted.test_combineFramec           
      C   s\  | |jd }|| }| D ]\}}t||| ||   q| }d|d< t|}|| }	| D ]\}}t|	| |||   q5d|	v sLJ t|	d 	 sWJ || }t	|j
|jksfJ ||d }t|dd id ||d }t|dd id |d| d	 }t|d	d
d	d	dd |d| d }t|dd
dd	dd d S )Nr   r   rC  float32r   r;   float16r%   r>  r?  )rP   r   r   rR  int32)r9  r   r  rU   r   to_dictr
   r   r  r   r   r8   rE   r   r   )
r9   r$  r%  r-  re  r  keyr  larger_serieslarger_addedr"   r"   r#   test_combine_series  s4   
z/TestFrameArithmeticUnsorted.test_combine_seriesc                 C   sv  |d }|j |dd}| D ]0\}}|| }tj|| |dd || j|ks*J |j|jkr8|jdks7J q|jd u s?J q|d d }|j |dd}t|j|j |d d }	|j |	dd}
t||
 |j |d d dd}tt	j
|j|jd}t|| |d d j |dd}tt	j
|j|jd}t|| |d d	 jg d
}|j|dd}t|t|ksJ d S )NrP   r   r   F)check_namesr   rz   r   r_   )r  r  rU   r   r   r  r   rV   r   r   r   r   r   r7  r   )r9   datetime_framer  r  r"  rt   r   smaller_framesmaller_added
smaller_tssmaller_added2r   framer"   r"   r#   test_combine_timeseries  s8   z3TestFrameArithmeticUnsorted.test_combine_timeseriesc                 C   s   |d }t |j|jd  |d }| D ]\}}t |j|| jd  qt|dd id t d }|jt js>J t|j	dksGJ d S )Nr[   r   r;   r   )
rU   assert_numpy_array_equalr   r  r   r   r   equalsr   r   )r9   r$  r%  r   r   r  r"   r"   r#   test_combineFunc  s   
z,TestFrameArithmeticUnsorted.test_combineFuncfuncc                 C   sF  t tjddttdtdtj	ddddd	}|
 }|d
}t|jd }|||}t|j||j|j d}	tjtt|	d ||| W d    n1 sXw   Y  |||}
t|
j||j|j ||d}t|j||jd d}	tjt|	d |||d d  W d    d S 1 sw   Y  d S )Nr[   )   r]   r^   r;   z
2000-01-01r3  r   )rp   r  r   r   r   r   r   zNUnable to coerce to Series/DataFrame, dimension must be <= 2: (30, 4, 1, 1, 1)r`   r   zQCan only compare identically-labeled \(both index and columns\) DataFrame objects)r   r   rb   rc   rd   r   re   r   r   r   r=   r9  r   r   rU   r/  r   rf   rg   rh   reescape)r9   r$   r$  r2  r   r   r:  r   r   ri   r  result3r"   r"   r#   test_comparisons  s4   



"z,TestFrameArithmeticUnsorted.test_comparisonsc                 C   s^   t dd dD }tt|}d}tjt|d ||d W d    d S 1 s(w   Y  d S )Nc                 S   s   i | ]	}|d dddqS )rQ   rR   rS   )rv   rw   zr"   r  r"   r"   r#   rx   #  r	  zZTestFrameArithmeticUnsorted.test_strings_to_numbers_comparisons_raises.<locals>.<dictcomp>r   z;'[<>]=?' not supported between instances of 'str' and 'int'r`   r   )r   r   r   rf   rg   r}   )r9   compare_operators_no_eq_nerW   r   ri   r"   r"   r#   *test_strings_to_numbers_comparisons_raises   s   
"zFTestFrameArithmeticUnsorted.test_strings_to_numbers_comparisons_raisesc                 C   s   t tjdtjdttdtdd}tj|j|j	d df< tj
dd |jdk }W d    n1 s3w   Y  tj
d	d |dk j}W d    n1 sNw   Y  t|| d S )
N)rk   r]   r;   r^   r_   r   rP   ignore)r  raise)r   r   r   r?  r   re   r   r   r   r   errstater   rU   r/  )r9   
missing_dfr   r   r"   r"   r#   'test_comparison_protected_from_errstate+  s   zCTestFrameArithmeticUnsorted.test_comparison_protected_from_errstatec                 C   sZ  t tdd}tddg}tddg}|j}g d}t|}t ddgddgddgg}||k}t	|| |j
|k}t||j
 d}	d}
d	}tjt|	d
 ||k W d    n1 sbw   Y  tjt|	d
 ||k W d    n1 s}w   Y  ||k}t	|| |j
|k}t||j
 tjt|
d
 ||k W d    n1 sw   Y  tjt|d
 |j
|k W d    n1 sw   Y  t ddgddgddgg}||k}t	|| tjt|	d
 ||k W d    n1 sw   Y  tjt|	d
 ||k W d    n	1 sw   Y  ||k}t	|| |j
|k}t||j
 tjt|
d
 ||k W d    n	1 sJw   Y  |j
j|jksYJ t tddtdtdd}|j|_|j|_tjt|	d
 ||k W d    n	1 sw   Y  tjt|	d
 ||k W d    d S 1 sw   Y  d S )Nr\   r   r[   r[   r[   r[   FTz5Unable to coerce to Series, length must be 2: given 3,Unable to coerce to DataFrame, shape must bez4operands could not be broadcast together with shapesr`   ABr  r   )r   r   r   r   r    
atleast_2dr   tuplerU   rV   r   r/  rf   rg   rh   r   re   r   r   )r9   rW   r   b_rb_clsttupr   r   msg1dmsg2dmsg2dbr"   r"   r#   test_boolean_comparison7  st   










$z3TestFrameArithmeticUnsorted.test_boolean_comparisonc                 C   s  t d}ttdt| dt||tdd}d|jd d ddf   }t d}t d}| }|| | j	|d	}||  |7  < |j	|d	}| }|| ||  j	|d	}	||  || 7  < |j	|d	}
t
|| t
||	 t
||
 | }|| | j	|d	}||  |8  < |j	|d	}| }|| ||  j	|d	}	||  || 8  < |j	|d	}
t
|| t
||	 t
||
 d S )
Nabcdefgrk   r  r   r%   r   bedcfbcdefr_   )re   r   r   r   r   r   r   r   r=   r   rU   rV   )r9   r   X_origZblock1subsXresult1r  r7  result4r"   r"   r#   test_inplace_ops_alignment  s>   z6TestFrameArithmeticUnsorted.test_inplace_ops_alignmentc           	      C   s(  t g d}ttjdjdddddd}| }|}|d7 }t	|| t	|d | ||u s6J |j
|j
u s>J | }|}|d7 }t|| t|d | ||u s\J |j
|j
u sdJ | }|}|d	7 }t	|| t	|d	 | | }|}|d	7 }t|| t|d	 | ||u sJ |j
|j
u sJ tjdjdddd}t| d
d}| }|}|d  d7  < t| d d
d}t|| t|| |j
|j
u sJ | }|}|d  d	7  < t| d	 d
d}t|| t|| |j
|j
u sJ d S )Nr   r[   r   r   rk   rl   r  r   r@  rQ   r   rP   )r
   r   r   rb   rc   r   r   r=   rU   r   _mgrrV   )	r9   s_origdf_origr  r  rW   r   r!   r   r"   r"   r#   test_inplace_ops_identity  s\   z5TestFrameArithmeticUnsorted.test_inplace_ops_identityr  andr<  z__idiv__ not implemented)rg   r   )marksr
  r8  r7  orr  r6  r  xorc                 C   s   t g dg dd}d}|dv rg d|d< | }d| d	}d	| d	}t||| t|||}t|| t|}t||ksGJ d S )
Nr   r   rq   r[   )r]  r_  r`  )TFTr   __ir  )r   r=   r   rU   rV   rZ  )r9   r   rW   operanddf_copyiopr   r"   r"   r#   test_inplace_ops_identity2  s   z6TestFrameArithmeticUnsorted.test_inplace_ops_identity2valr   r;   r   r]   c                 C   s   g d}g d}t tjdd||d}t j}t |||d|jd}t|||ddd	 | t g d
g dg dd|jd}t|||d	dd	 | d S )Nr   rU  r  rR  r[   r   r   rz   r   r   r   r   r4  rA  r   r   r   )	r   r   rb   rc   rd   _align_for_opr   rU   rV   )r9   rf  r   r   rW   alignr   r"   r"   r#   test_alignment_non_pandas  s   
z5TestFrameArithmeticUnsorted.test_alignment_non_pandasr[   r  r   c                 C   s   g d}g d}t tjdd||d}t j}d}tjt|d |||dd	 W d    n1 s4w   Y  tjt|d |||d
d	 W d    d S 1 sSw   Y  d S )Nr   rg  r[   rh  rz   z5Unable to coerce to Series, length must be 3: given 2r`   r   r   r   )	r   r   rb   rc   rd   rj  rf   rg   rh   )r9   rf  r   r   rW   rk  ri   r"   r"   r#   )test_alignment_non_pandas_length_mismatch4  s   "zETestFrameArithmeticUnsorted.test_alignment_non_pandas_length_mismatchc                 C   s  g d}g d}t tjdd||d}t j}tg dg dg dg}t|||d	d
d t ||j	|j
d t|||dd
d t ||j	|j
d d}tg dg dg}tjt|d |||d	d
 W d    n1 suw   Y  tjt|d |||dd
 W d    n1 sw   Y  td}td}tjt|d |||d	d
 W d    n1 sw   Y  tjt|d |||dd
 W d    d S 1 sw   Y  d S )Nr   rg  r[   rh  rz   r   r]   r   r\   )r   r   rw  r   r   r   rB  r`   ri  zGUnable to coerce to Series/DataFrame, dimension must be <= 2: (3, 3, 3))r   r   rb   rc   rd   rj  r    rU   rV   r   r   rf   rg   rh   zerosr5  r6  )r9   r   r   rW   rk  rf  ri   r"   r"   r#   'test_alignment_non_pandas_index_columnsG  sF   
"zCTestFrameArithmeticUnsorted.test_alignment_non_pandas_index_columnsc                 C   s\   t ddgdd gd}|d }td  t||| W d    d S 1 s'w   Y  d S )Nr  r   r   )r   rU   r  r   r9   r#  rW   r   r"   r"   r#   test_no_warningm  s
   "z+TestFrameArithmeticUnsorted.test_no_warningc                 C   sb   t ddgdd gd}|d }tjtdd t|||d W d    d S 1 s*w   Y  d S )Nr  r   r   ztakes 2 positional argumentsr`   r   )r   rf   rg   r}   r   rq  r"   r"   r#   test_dunder_methods_binarys  s
   "z6TestFrameArithmeticUnsorted.test_dunder_methods_binaryc                 C   sj   t jddddd}t jdtd}t|}| |d< |t}||	  }||	  }t
|| d S )Nr%   r?  r;   rk   )rk   r   z0.X)r   r   r   r   intr   r  rE   rG  meanrU   rV   )r9   rU  r  r   r   r   r   r"   r"   r#   test_align_int_fill_bugz  s   
z3TestFrameArithmeticUnsorted.test_align_int_fill_bugN)1rL   rM   rN   r  r  rf   r   r   r   r  r6  r7  r  r  filterwarningsr  r   r
  r  r  r%  r.  r1  r   r   r   r   r   r   r8  r;  r@  rM  rX  r\  r/   r   AttributeErrorre  r   r    r>  r   rl  rm  rp  rr  rs  rv  r"   r"   r"   r#   r    s    


&
=(.
$N0;

	(
&r  c                  C   sL   t dg di} t g dd}| | }t dtjdtjgi}t|| d S )NrP   rO  r   r   r   r   r   rU   rV   )r   r   r   r   r"   r"   r#   test_pow_with_realignment  s
   rz  c                  C   s   t tjddddg dd} tg dg dd}| d	|d	d
d }t || jdd}| 	d}|| }t
|| ||	d }t
|| d S )Nr[   r   r%   )rk   r   r   r_   r   r   r>  r  r   Int64r  )r   r   rb   rc   r   r
   to_numpyr   r   rE   rU   rV   )rW   r  r   df_ear   r"   r"   r#   &test_dataframe_series_extension_dtypes  s   
r~  c                     s  t jdddd} t| }| dddd}t j|jdg df< | ddi}t j|jddgf< | dddd}t j|jdt 	ddf< | dddd	}t j|jdt 	d
df< ||f||f||ffD ]\   }t fdd j
D }t|| qod S )Nr[   r   i  )r%   rk   rG  )r   r   r   r   r[   r   r]   rn  r]   r   c                    s   i | ]}| | |  qS r"   r"   r   r   r   r"   r#   rx     ry   z6test_dataframe_blockwise_slicelike.<locals>.<dictcomp>)r   rb   rc   r   r   r=   rE   r   r   r   r   rU   rV   )r!   r   r   r   df4df5rY   r   r"   r  r#   "test_dataframe_blockwise_slicelike  s   r  zdf, col_dtyper   r   r   r   abr_   r?  r   r   c                 C   sT   t dtjgdtjggtdd}|d|i}| tdgtdd }t|| d S )	Nr  r   r  r_   r   g      r   r   )r   r   r   re   rE   r
   rU   rV   )rW   	col_dtyper   r   r"   r"   r#   /test_dataframe_operation_with_non_numeric_types  s    r  c                  C   sZ   t dggdgd} t g dgg dd}| | }t tjddggg dd}t|| d S )Nr   r  )r   r   rQ  )r  r  r  r_   ry  r   r   r   r   r"   r"   r#   "test_arith_reindex_with_duplicates  s
   r  to_addr   c                 C   s   t ddgddgd}dt| d  d}tjt|d ||   W d    n1 s+w   Y  tjt|d | |  W d    d S 1 sGw   Y  d S )Nr   r[   ru   zUnable to coerce list of r   z to Series/DataFramer`   )r   rF   rf   rg   rh   )r  rW   ri   r"   r"   r#   "test_arith_list_of_arraylike_raise  s   

"r  c                 C   s   t dg di}| }|d }|j}t| |d7 }W d    n1 s'w   Y  | r=|j|us5J t|| d S |j|u sDJ t dg di}t|| d S )NrP   r   r   r  )r   r=   _valuesrU   assert_cow_warningrV   )using_copy_on_writewarn_copy_on_writerW   r[  re  valsr   r"   r"   r#   %test_inplace_arithmetic_series_update  s   
r  c                  C   s   t dggdgtjdgdggddgdd} t dggdgtdgddd}t dggdgtjdgdggddgdd}| | }t|| dS )	zP
    Regression test for: https://github.com/pandas-dev/pandas/issues/33765
    r   r   r   r   r[  rz   r   N)r   r	   rc  r   rU   rV   )r   r   r   r   r"   r"   r#    test_arithmetic_multiindex_align  s   r  c                  C   sF   t dtdtd} | d }t tdtdtd}t|| d S )NTr  cdr   r   )r   re   r   r   rU   rV   )rW   r   r   r"   r"   r#   test_bool_frame_mult_float  s   r  c                 C   sP   t g d| d}t g d| d}tg d| d}| |  }t|| d S )N)r   r[   Nr;   r   )r   r   N)r
   r   to_framerU   rV   )any_int_ea_dtypeseries1series2r   r   r"   r"   r#   test_frame_sub_nullable_int  s
   r  zMignore:Passing a BlockManager|Passing a SingleBlockManager:DeprecationWarningc                     s   G  fdddt G fdddt  dg dg dd} | d	 } dg d
g dd}t|| | |  }t|| d S )Nc                       s,   e Zd ZefddZe fddZdS )zEtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedSeriesc                        S r6   r"   r@   SubclassedSeriesr"   r#   _constructor%     zRtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedSeries._constructorc                    r  r6   r"   r@   )SubclassedDataFramer"   r#   _constructor_expanddim)  r  z\test_frame_op_subclass_nonclass_constructor.<locals>.SubclassedSeries._constructor_expanddimN)rL   rM   rN   propertyr  r  r"   r  r  r"   r#   r  $  s
    r  c                       s@   e Zd ZdgZd
 fddZedd Zefdd	Z  ZS )zHtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFramemy_extra_datar5   Nc                    s   || _ t j|i | d S r6   )r  superr:   )r9   r  argskwargs	__class__r"   r#   r:   0  s   zQtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame.__init__c                 S   s   t t| | jS r6   )	functoolspartialrF   r  r@   r"   r"   r#   r  4  s   zUtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame._constructorc                    r  r6   r"   r@   r  r"   r#   _constructor_sliced8  r  z\test_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame._constructor_slicedrK   )	rL   rM   rN   	_metadatar:   r  r  r  __classcell__r"   r  r  r#   r  -  s    
r  	some_datar   rn  r   r[   r  )r   rk      rp  )sdfr   r   r"   r  r#   +test_frame_op_subclass_nonclass_constructor  s   	r  c                  C   sd   t dd} t| jg di}t| jg di}|| j || j k}tg d| jd}t|| d S )NColsz	col1 col2r   )TTTr  )r   r   r  r
   rU   r   )r  q1q2r   r   r"   r"   r#   test_enum_column_equalityE  s   
r  c                  C   sb   t tdddgd} t tdddgd}|jd| _| | }t tdddgd}t|| d S )Nr  r   r   )r   r   r   r  string)r   re   r   rE   rU   rV   r  r"   r"   r#   test_mixed_col_index_dtypeQ  s   r  )@collectionsr   r   r   enumr   r  r   r5  numpyr   rf   pandas._configr   pandas.util._test_decoratorsutil_test_decoratorsr}  pandasr   r   r   r	   r
   pandas._testing_testingrU   pandas.core.computationr   r.   pandas.tests.frame.commonr   r   fixturer$   r3   r4   rO   r   r  ro  r  r  r  r  rz  r~  r  r   r   re   rE   r   r  r  r  r  r  r  r  rw  r  r  r  r"   r"   r"   r#   <module>   s    

 ^ H  S  F
     M

.	
	
$