o
    ҷh                    @   s@  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  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 d dlmZm Z  d d	l!m"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( Z0d)d* Z1ej23d+ed,d-gd.d/gge4d0d1d2fed,d3gd.d3gge4d0d1d4fgd5d6 Z5d7d8 Z6ej23d9ed:d:gged:d:ged:d:gggd;d< Z7d=d> Z8d?d@ Z9dAdB Z:dCdD Z;ej2<dEdFdG Z=dHdI Z>dS )J    )deque)datetimetimezone)EnumN)	DataFrameIndex
MultiIndexSeries)expressions)_MIN_ELEMENTS)_check_mixed_float_check_mixed_int)VersionTi@B numexprpython)autouseparamsidsc                 c   s"    t j}| jt _| jV  |t _d S N)exprr   param)requestr    r   U/var/www/html/venv/lib/python3.10/site-packages/pandas/tests/frame/test_arithmetic.pyswitch_numexpr_min_elements!   s
   
r   c                   @   sV   e Zd ZdddZ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 r   )valuenpdtype)selfr   r   r   r   r   __init__*   s   zDummyElement.__init__c                 C   s   t j| j| jdS )Nr   )r   arrayr   r   r    r   r   r   	__array__.   s   zDummyElement.__array__c                 C   s   d| j  d| j dS )NzDummyElement(z, ))r   r   r$   r   r   r   __str__1      zDummyElement.__str__c                 C   s   t | S r   )strr$   r   r   r   __repr__4   s   zDummyElement.__repr__Fc                 C   s
   || _ | S r   r"   )r    r   copyr   r   r   astype7   s   zDummyElement.astypec                 C   s   t | | j||S r   )typer   view)r    r   r   r   r   r.   ;   r(   zDummyElement.viewc                 C   s
   t | jS r   )boolr   )r    axisr   r   r   any>   s   
zDummyElement.anyr   N)Fr   )__name__
__module____qualname__r!   r%   r)   r'   r*   r,   r.   r1   r   r   r   r   r   )   s    

r   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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)TFFr8   category)r   tmassert_frame_equalr,   )r    dfexpresr   r   r   &test_comparison_with_categorical_dtypeI   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columnsz+The truth value of a DataFrame is ambiguousmatchr   )	r   r   randomdefault_rngstandard_normallistpytestraises
ValueError)r    r>   msgr   r   r   test_frame_in_listX   s   
"z'TestFrameComparisons.test_frame_in_listz	arg, arg2rB   
   size20010101periodsabc                    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>indexrG   c                    s   i | ]}| | | kqS r   r   r\   r_   r   r   rb      rc   )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.|rH   )	r   rG   re   r<   r=   joinrN   rO   	TypeError)r    argarg2resultexpectedmsgsrQ   r   r_   r   test_comparison_invalida   s<   0
	



"z,TestFrameComparisons.test_comparison_invalidzleft, right))gtlt)rp   ro   )gele)rr   rq   )eqrs   )nert   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 )NrV   rS   rW   20010102rB   i ʚ;rT   c                 S   s   g | ]}t d | qS )d   )chrr]   ir   r   r   
<listcomp>   s    z?TestFrameComparisons.test_timestamp_compare.<locals>.<listcomp>)dates1dates2intcolfloatcol	stringcolg      ?r|   )rs   rt   20010109zL'(<|>)=?' not supported between instances of 'numpy.ndarray' and 'Timestamp'rH   natzJ'(<|>)=?' not supported between instances of 'numpy.ndarray' and 'NaTType')r   pd
date_ranger   rJ   rK   integersrL   rangeNaTloclengetattroperator	Timestampr<   r=   rN   rO   rh   )	r    leftrightr>   left_fright_frl   rk   rQ   r   r   r   test_timestamp_compare   sF   &	

"z+TestFrameComparisons.test_timestamp_comparec                 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   rB   rZ   r[   cd)r   r1   all)r    r>   otherrk   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 )NrC      rB   FTrB   rB   rB   )r   r   arangereshaper<   r=   )r    r>   rl   rk   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 )NrB   )   r   r   r7   BCrd   )r   r   rJ   rK   rL   r   __eq__r1   r    r>   rk   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   r8   rY   rB   r9   r   )r   rZ   r<   r=   r   r[   )r    r>   mask_amask_br   r   r   test_df_string_comparison  s   
"$
"(z.TestFrameComparisons.test_df_string_comparisonN)r3   r4   r5   rA   rR   rN   markparametrizer   rJ   rK   r   r   r   rn   r   r   r   r   r   r   r   r   r   r6   F   sZ    	
-*
-
r6   c                   @   s   e Zd Zejdg ddd Zejdeje	gdd Z
dd	 Zd
d Zdd Zdd Zejdg ddd Zejdg ddd Zdd ZdS )TestFrameFlexComparisonsop)rs   rt   ro   rp   rq   rr   c                 C   sf  t jdd}t jdd}t|}t|}t |jd }||j	 s,J |
|j r6J t||}tt|}t||||| |jdd dd f  }	||	}
|||	j|j|jd}t|
| t||j|||j t|d||d d}t|t j||t j tjt|d	 || W d    d S 1 sw   Y  d S )
NrB      r   )r   r   r   r   rd   r   $Unable to coerce to Series/DataFramerH   )r   rJ   rK   rL   r   onesshapers   valuesr   rt   r1   r   r   r<   r=   r   r+   reindexre   rG   nanrN   rO   rP   )r    r   data
other_datar>   r   ndim_5fopart_orsxprQ   r   r   r   test_bool_flex_frame"  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 )NrB   r   r   r   r   r0   )r   rJ   rK   rL   r   rs   rt   r<   r=   r	   TrM   ro   rr   rq   rp   )r    r   r   r>   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_series@  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 )NrB   r   r   r   )r   r   rJ   rK   rL   r   r   rs   rt   ro   rp   rq   rr   )r    r>   r   r   r   r   test_bool_flex_frame_nak  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   rC   y               @   rZ   rf   z9'>' not supported between instances of '.*' and 'complex'z unorderable types: .*complex\(\)rH   )r   r#   r   r   rg   rN   rO   rh   ro   r   rt   r   )	r    arrarr2r>   df2rQ   r   arr3df3r   r   r   "test_bool_flex_frame_complex_dtype|  s>   
"z;TestFrameFlexComparisons.test_bool_flex_frame_complex_dtypec                 C   sT   t ddtjdgi}t ddt dgi}||}t dg di}t|| d S )Nr^   r8   r9   )FTF)r   r   r   r   nowrt   r<   r=   )r    df1r   rk   r?   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itemrs   rt   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   rB   r         ?       @      @r_   rB   countre   name)
r   r   dtypesvalue_countsr<   assert_series_equalr	   r   r   r/   )r    r   r>   constrk   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   r_   rB   r   r   r   )r   r   r   r   r   r<   r   r	   r   r   r/   )r    r   r>   r   emptyrk   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   r7   r   r   r   Fr   rB   r7   r   re   )r   IntervalIndexfrom_breaksr   r	   rs   r<   r=   )r    iir>   serr@   rl   ser2res2r   r   r   -test_df_flex_cmp_ea_dtype_with_ndarray_series  s   zFTestFrameFlexComparisons.test_df_flex_cmp_ea_dtype_with_ndarray_seriesN)r3   r4   r5   rN   r   r   r   r   r#   r	   r   r   r   r   r   r   r   r   r   r   r   r   r      s    

*'


r   c                   @   s,  e Z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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$ Zd%d& Zd'd( Zejdg d)d*d+ Zejd,d-d.gd/d0 Zd1d2 Zd3d4 Zd5d6 Zd7d8 Zd.S )9TestFrameFlexArithmeticc                    st   t d}t|td  jdd}t fdd jD }t||  jjdd}t|| d S )Nr   r   r   r   c                    s   i | ]	}| |  qS r   r   r\   r>   r   r   r   rb         z?TestFrameFlexArithmetic.test_floordiv_axis0.<locals>.<dictcomp>)	r   r   r	   r   floordivrG   r<   r=   r   )r    r   rk   rl   result2r   r   r   test_floordiv_axis0  s   
z+TestFrameFlexArithmetic.test_floordiv_axis0r   r   powc                    s   t d}t|jtdkr$|dkr$d|jjjv r$|jt jj	dd t
t|ttd td d d	d }t| d
 d<  d t
 |dd}t fdd jD }t|| t
 |jdd}t|| d S )Nr   z2.8.7r   r   z,https://github.com/pydata/numexpr/issues/454)reasonrv   r   r   r   r   r   c                    s   i | ]
}| | qS r   r   r\   r>   r   r   r   r   rb     s    zLTestFrameFlexArithmetic.test_floordiv_axis0_numexpr_path.<locals>.<dictcomp>)rN   importorskipr   __version__nodecallspecid
add_markerr   xfailr   r   r   r   r   r   r   rG   r<   r=   r   )r    r   r   rt   r   rk   rl   r   r   r   r    test_floordiv_axis0_numexpr_path  s"   

"z8TestFrameFlexArithmetic.test_floordiv_axis0_numexpr_pathc                 C   sf   t jddd}t jddd}t|}t||d}|j|dd}t|| || d}t|| d S )N
2016-01-01rS   rW   1r   r   r   r   )r   r   timedelta_ranger	   r   addr<   r=   )r    dtitditserr>   rk   rl   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   rW   )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]rB   )	r   r   r	   r   	Timedeltato_timedelta64r  r<   r=   )r    r  r   r>   r   fillrk   rl   r   r   r   $test_df_add_flex_filled_mixed_dtypes  s   z<TestFrameFlexArithmetic.test_df_add_flex_filled_mixed_dtypesc                    s|   |  fdd}t | d| }||d| }t|| t | d| }||d| }t|| t|dd id d S )Nc                    s2     drtt dd|| S tt | |S )N__r__)
startswithr   r   replacer_   r   r   r   r   7  s   
z8TestFrameFlexArithmetic.test_arith_flex_frame.<locals>.frB   r   r"   )r   r<   r=   r   )r    all_arithmetic_operatorsfloat_framemixed_float_framer   rk   rl   r   r  r   test_arith_flex_frame1  s   z-TestFrameFlexArithmetic.test_arith_flex_framer   )__add____sub____mul__c           
      C   s   t t|}t ||d| }||d| }d }	|dv r!dd d}	n|dv r)dd i}	tjr9|dkr9d| d j|	d< t|| t||	d	 t ||d| }||d| }t|| t|dd id	 t ||d| }||d| }t|| d S )
NrB   )r#  uint64)r   r   )r"  r$  r   r   r7   r"   )	r   r   r   USE_NUMEXPRr   r<   r=   r   r   )
r    r   	int_framemixed_int_framer   r   r   rk   rl   r   r   r   r   test_arith_flex_frame_mixedG  s&   
	z3TestFrameFlexArithmetic.test_arith_flex_frame_mixeddimr   rC   c                 C   sX   |}t d| }d}tjt|d t||| W d    d S 1 s%w   Y  d S )N)r   r   rH   )r   r   rN   rO   rP   r   )r    r  r  r*  r   r   rQ   r   r   r   test_arith_flex_frame_raisep  s   "z3TestFrameFlexArithmetic.test_arith_flex_frame_raisec                 C   s   | d}t||d  | |d d }t||tj  |d d  |}t||tj  tjtdd |j |jd dd W d    n1 sMw   Y  tjtdd |j |jd ddd W d    d S 1 spw   Y  d S )	Nr   r   r  rH   r   r  re   r0   r  )	r  r<   r=   r   r   rN   rO   NotImplementedErrorr   )r    r  	const_addrk   r   r   r   test_arith_flex_frame_corner{  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 )NrZ   twor   r   )xsr   r   r<   r=   r   )r    simple_framer   r>   rowr^   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 )NrZ   r3  r   r   )r4  r<   r=   r  divr   )r    r5  r>   r6  r^   r   r   r   test_arith_flex_series  s   
"z.TestFrameFlexArithmetic.test_arith_flex_seriesr   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 )
NrC   r   r"   r         ?g      ?r   re   r   )	r   r   r   r   r   infr8  r<   r=   )r    r   r>   rl   rk   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"   r7   r   rF   r   rB   r   rD   r  rH   Er  r,  )r	   objectr   rN   rO   r-  r  r0  )r    ser_len0df_len0r>   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   rD   r   floatr"   r8   rC   r   rB   r  )	r   r#   r   r   r   fillnar  r<   r=   )r    datr>   r?   r@   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   rB   r   rD   r   )r   rB   r   rB   r   r   r   )r   rB   r   rB   rB   )r   r   rB   rB   r   )r   r0  r<   r=   )r    r   r   rl   rk   r   r   r   'test_sub_alignment_with_duplicate_index  s
   
z?TestFrameFlexArithmetic.test_sub_alignment_with_duplicate_index)r"  r$  r#  __truediv__c                 C   sp   t tdtjddd}t|||}ddg|_ddg|_t|||}t|| t	| |j
 d S )NrS   rB   r   r7   )r   r   r   rJ   rK   r   rG   r<   r=   r)   r   )r    r   r>   rl   rk   r   r   r   &test_arithmetic_with_duplicate_columns  s   "


z>TestFrameFlexArithmetic.test_arithmetic_with_duplicate_columnslevelr   Nc                 C   s   t g dg dd}|jd|_t g dg dd}|jddg|_|j||d}t g dg dd}|jddg|_t|| d S )	Nr   r   rB   r   r   L1r   r   r   ))r7   r   )r7   DL2)rK  )r   rG   	set_namesr  r<   r=   )r    rK  r   r   rk   rl   r   r   r   test_broadcast_multiindex  s   z1TestFrameFlexArithmetic.test_broadcast_multiindexc                 C   s   t g dg ddtjdgdgg dgg ddd	}td
gtjdgdggddgdd	}t g dg ddtjdgdgg dgg ddd	}|j|dd}t|| d S )Nr   r   rD   r   i  i  rZ   r[   rL  scenr2  r  namesr   皙?r2  rV  )ffffff?333333@333333@)r\  皙@g@r   r   r   r   from_productr	   r  r<   r=   r    r>   seriesrl   rk   r   r   r    test_frame_multiindex_operations  s$   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   rT  rZ   r[   rV  r2  rW  r   )      $@g      4@g      >@rL  rU  )g      &@   g      ?@)g      *@g      7@g     @@r   r   r^  r`  r   r   r   <test_frame_multiindex_operations_series_index_to_frame_index  s$   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   rS  rT  rZ   r[   rL  rU  rW  r   rY  r   r2  rV  rZ   r[   r   rZ   r[   r   )rZ   r[   rB   r   r   )
r   r   r_  r	   r   r   from_tuplesr  r<   r=   r`  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   rS  rT  )rf  rg  )rZ   r   rB   rU  rW  r   rY  r[   rZ   r2  rV  rZ  r[  r\  r]  r   r   )
r   r   rh  r	   r_  r   r   r  r<   r=   r`  r   r   r   +test_frame_multiindex_operations_part_align2  s(   zCTestFrameFlexArithmetic.test_frame_multiindex_operations_part_align)r3   r4   r5   r   rN   r   r   r  r  r  r!  r)  r   r+  r/  r7  r9  r>  rC  rG  rH  rJ  rR  rb  re  ri  rj  r   r   r   r   r     s8    

(



	

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   rB   r   rD   r
  r	   r   r<   r=   )r    r   r>   rk   rl   r   r   r   test_td64_op_nat_castingU  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 )NrC   r   rB   TFr   rG   re   r   rD   r   rG   re   r   
r   r   r   r   r   rG   re   r   r<   r=   )r    r   r>   rowlikerl   rk   r   r   r   'test_df_add_2d_array_rowlike_broadcasts_     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 )NrC   r   rB   TFr   rn  r   r   r   	   rS   ro  rp  )r    r   r>   collikerl   rk   r   r   r   'test_df_add_2d_array_collike_broadcastst  rs  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__rC   r   rB   TFr   rn  r   r7   r   r   )td&mark_array_manager_not_yet_implementedr   r   r   r   r   r   r   squeezerG   re   r<   r=   )r    r   r  using_array_managerr   r   r>   rq  exvalsrl   rk   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 )Nrw  rC   r   rB   TFr   rn  r   r   )TFc                 s   s    | ]}|j V  qd S r   )r   r]   r`   r   r   r   	<genexpr>  s    zPTestFrameArithmetic.test_df_arith_2d_array_collike_broadcasts.<locals>.<genexpr>ro  )rz  r{  r   r   r   r   r   r   r|  common_typer   rG   re   r<   r=   )r    r   r  r}  r   r   r>   ru  r~  r   rl   rk   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 r   kindr`   r   r   r   <lambda>      z:TestFrameArithmetic.test_df_bool_mul_int.<locals>.<lambda>ry   c                 S   r  r   r  r  r   r   r   r    r  )r   r   applyr   )r    r>   rk   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 )NrZ   r[   r   r   r   )aabbccrB   rD   rC   r   r<   r=   )r    r   rk   rl   r   r   r   test_arith_mixed  s   z$TestFrameArithmetic.test_arith_mixedr^   r7   r   c                 C   sB   t ddgddgd}||d| }||| d}t|| d S )Ng?gffffff
@g      @g333333r   r   )r   r<   r   )r    all_arithmetic_functionsr^   r>   rk   rl   r   r   r   test_arith_getitem_commute  s   z.TestFrameArithmetic.test_arith_getitem_commuter   r   rB   r   rB   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   rB   r   r  )r    r   r>   rl   rk   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   rS   f8r"   r   oner3  threer  rn  rZ   rd   r   r   r3  re   rB   )r   r   r   r   r4  r   re   rG   r<   r=   r   r  rM   rJ   rK   r   )r    r>   val1addedval2val3r   r   r   test_arith_non_pandas_object  s$   z0TestFrameArithmetic.test_arith_non_pandas_objectc                    sn   |t t jddd}ddg}t|g|d}d t| }t fdd	|D g|d}t|| d S )
N        r   )startendr   rB   rF   rS   c                    s   g | ]	}t | qS r   )r   )r]   nnumr   r   r   rz     r   zVTestFrameArithmetic.test_operations_with_interval_categories_index.<locals>.<listcomp>)r   CategoricalIndexinterval_ranger   r   r<   r=   )r    r  indr   r>   rk   rl   r   r  r   .test_operations_with_interval_categories_index  s   zBTestFrameArithmetic.test_operations_with_interval_categories_indexc                 C   s   t tdtdgtdtdgdddgd}|dg }|| }t td	td	gtjtjgdddgd}t|| d S )
N2019202020182021)r8   r9   r8   r9   rF   r   )r   r   r   r  r   r   r<   r=   )r    r>   r   rk   rl   r   r   r   test_frame_with_frame_reindex  s   
 z1TestFrameArithmetic.test_frame_with_frame_reindexzvalue, dtype)r   i8)r   r  )            r  )y              ?
complex128)r  r  )Tr/      ns<m8[ns]<M8[ns]r   c                 C   r  r   )r3   r  r   r   r   r  :  r  zTestFrameArithmetic.<lambda>)r   c              
   C   s  t jdft jdft jdft jdfh}t||}td|j|jgi|jd}t jdft j	dft jdft jdft jdft jdft jdft j
dft j	dfh	}	||f|	v rd }
|dkr[|t jksd|dkrg|t jkrgd }n#|dkrnd}n|t j
u rd}|dkrtjr|d	krt}
nd
|j d}tjt|d, t|
 |||j W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S ||f|v r$|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 )Nr/   r7   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)rH   z+operator '.*' not implemented for .* dtypes)r   truedivr   r  r1  r   r   r   r   r2  r0  r   r&  UserWarningr3   rN   rO   rh   r<   assert_produces_warningr-  r   r   )r    r   r   r   r   r   skipelemr>   invalidwarnrQ   rk   rl   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   rB   r   rD   Int8r"   rF   r   r   from_arraysr	   r   r<   r=   r    midxmidx2r   r   rk   rl   r   r   r   *test_arithmetic_midx_cols_different_dtypes     "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   rB   r   rD   r  r"   rF   r   r  r  r   r   r   :test_arithmetic_midx_cols_different_dtypes_different_order  r  zNTestFrameArithmetic.test_arithmetic_midx_cols_different_dtypes_different_orderN)"r3   r4   r5   rm  rr  rv  r  r  r  r  rN   r   r   r  r   r#   r   r   r  r  r  r  timedelta64
datetime64r   r  r0  r1  r  r2  r   r  r  r  r   r   r   r   rk  T  sV    
 
*
F
rk  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 )NrB   rC   r   r7   r   rF   r"   znot alignedrH   zM8[ns])r   r   rJ   rK   rL   r   r	   r;  r   r   rG   r<   r=   rN   rO   rP   r.   )r>   r   rk   rl   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 )Nr7   r   rG   r   r   rB   r   )r   r   r;  r	   r<   r=   )r>   r   rk   rl   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Oner7   333333?r   r   )r7   r  r   )r	   r   r   r   sumr<   r   )r   r>   rk   rl   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1/1/2011rS   H
US/Eastern)rX   freqtzrB   rZ   rd   zEurope/Moscow)r   r   r   r   rJ   rK   rL   r   
tz_convertre   r  r   utc)r    rngr>   	df_moscowrk   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1/1/2010r7   )r  rB   r   r   r   )r   period_ranger   r   rJ   rK   rL   r   r   r   r<   r=   takepermutation)r    r  tsrk   rl   halfr   r   r   test_align_frame  s    z,TestFrameArithmeticUnsorted.test_align_framer   c                 C   s   t g dg ddtd}|tj}||d}||dt}tj|t|< t	|| |||}|||t}tj|t|< t	|| |||d}t	|| ||d|}t	|| d S )N)rB         @{   N)r   rB   r   rD   )col1col2r"   r   r   )
r   r@  rE  r   r   r,   r   isnar<   r=   )r    r   r>   filledrk   rl   r   r   r   test_operators_none_as_na  s    

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 )Nr8   )r   r/   r   )r    r   r@   r  rk   r   r   r   %test_logical_typeerror_with_non_valid  s   zATestFrameArithmeticUnsorted.test_logical_typeerror_with_non_valid)r  r0  r1  r8  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thirdrW  Q      r   )value1value2value3rd   )r   rc  g      Y@r  r   )rK  r0   c                    s:   g | ]\}} j d d d d |f d d f |qS r   r   r]   ry   vr>   idxopar   r   rz   "  s   : zETestFrameArithmeticUnsorted.test_binary_ops_align.<locals>.<listcomp>r   rc  r3  r  r  c                    s4   g | ]\}} j d d |f d d f |qS r   r  r  r  r   r   rz   *  s   4 )r   r_  rM   r   r   r   r   
sort_indexr   
IndexSlicer   r   r	   concatitemsr<   r=   reindex_like)r    r   re   r`   rk   rl   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 )Nr7   r   rZ   r[   )rB   rD   r:  r"   rF   r   rB   rY   lvl0lvl1)r0   rK  )r   rB   r   rB   )r   r_  r   r   r   r	   r+   rG   rX  re   r   r1  r#   r<   r=   )r    r  r>   sr   s2res1r   res3res4res5res6r?   r@   r   r   r   &test_binary_ops_align_series_dataframe0  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/TokyorB   r  r   r7   r   r   )r   DatetimeIndexr  r   r   r   r<   r=   )r    baseidx1idx2r   r   r?   r   r   r    test_add_with_dti_mismatched_tzsO  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 )NrB   rO  rD   r   r7   r   r   rF   r;  r"   )r   re   r   r   r   dropnar+   r<   r   isinisnanr   assert_index_equalr   r   r   rG   r=   r   )r    r  r   r(  
frame_copyr  indexerr?   
self_added	added_rev
plus_empty
empty_plusempty_emptyreverser   r   r   test_combineFrameY  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   r?  float32r   r"   float16rv   r:  r;  )r7   r   r   rO  int32)r4  re   r  r<   r   to_dictr	   r   r  r   r   r   r,   r   r   )
r    r  r   r(  ra  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 )Nr7   re   r   F)check_namesr   rd   r   rF   )r  r  r<   r   r   r  re   r=   r   r   r   rG   r   r1  r   )r    datetime_framer  r  r   r^   rk   smaller_framesmaller_added
smaller_tssmaller_added2rl   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 )NrB   r   r"   r   )
r<   assert_numpy_array_equalr   r  r   r   re   equalsr   rG   )r    r  r   rk   r   r  r   r   r   test_combineFunc  s   
z,TestFrameArithmeticUnsorted.test_combineFuncfuncc                 C   s  t  }t  }|d}t|jd }|||}t |j||j|j d}	tj	t
t|	d ||| W d    n1 sBw   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 )NrZ   r   r   r   zNUnable to coerce to Series/DataFrame, dimension must be <= 2: (30, 4, 1, 1, 1)rH   r   zQCan only compare identically-labeled \(both index and columns\) DataFrame objectsrB   )r<   makeTimeDataFramer4  r   r   r   r-  r   rN   rO   rP   reescape)r    r5  r  r0  r   r   r6  r   rk   rQ   r   result3r   r   r   test_comparisons  s,   



"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 )r8   r9   r:   )r`   ra   zr   r  r   r   r   rb   !  r   zZTestFrameArithmeticUnsorted.test_strings_to_numbers_comparisons_raises.<locals>.<dictcomp>r  z;'[<>]=?' not supported between instances of 'str' and 'int'rH   r   )r   r   r   rN   rO   rh   )r    compare_operators_no_eq_ner>   r   rQ   r   r   r   *test_strings_to_numbers_comparisons_raises  s   
"zFTestFrameArithmeticUnsorted.test_strings_to_numbers_comparisons_raisesc                 C   s   t  }tj|j|jd df< tjdd |jdk }W d    n1 s%w   Y  tjdd |dk j}W d    n1 s@w   Y  t || d S )Nr   r7   ignore)r  raise)	r<   makeDataFramer   r   r   re   errstater   r-  )r    
missing_dfrl   rk   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 )NrC   r   rB   rB   rB   rB   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 shapesrH   ABr  rn  )r   r   r   r   r#   
atleast_2dr   tupler<   r=   r   r-  rN   rO   rP   r   rM   re   rG   )r    r>   r[   b_rb_clsttuprl   rk   msg1dmsg2dmsg2dbr   r   r   test_boolean_comparison2  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abcdefgrS   r   rn  rv   r   bedcfbcdefrF   )rM   r   r   r   r   r   r   r   r+   r   r<   r=   )r    rG   X_origZblock1subsXresult1r   r5  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   rB   r   r   rS   rT   r   r   r<  r8   r   r7   )r	   r   r   rJ   rK   r   r   r+   r<   r   _mgrr=   )	r    s_origdf_origr  r  r>   r   r   rl   r   r   r   test_inplace_ops_identity  s\   z5TestFrameArithmeticUnsorted.test_inplace_ops_identityr  andr8  z__idiv__ not implemented)rO   r   )marksr   r2  r1  orr   r0  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   rY   rB   )r\  r^  r_  )TFTrZ   __ir  )r   r+   r   r<   r=   r  )r    r   r>   operanddf_copyioprl   r   r   r   test_inplace_ops_identity2  s   z6TestFrameArithmeticUnsorted.test_inplace_ops_identity2valr   r"   r   rD   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   rT  YrQ  rB   r   r   rd   r   r   r   r   r1  r@  r   r   r   )	r   r   rJ   rK   rL   _align_for_opre   r<   r=   )r    re  re   rG   r>   alignrl   r   r   r   test_alignment_non_pandas  s   
z5TestFrameArithmeticUnsorted.test_alignment_non_pandasrB   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   rf  rB   rh  rd   z5Unable to coerce to Series, length must be 3: given 2rH   r   r   r   )	r   r   rJ   rK   rL   rj  rN   rO   rP   )r    re  re   rG   r>   rk  rQ   r   r   r   )test_alignment_non_pandas_length_mismatch/  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   rf  rB   rh  rd   r   rD   r   rC   )r   r   rt  r   r   r   rA  rH   ri  zGUnable to coerce to Series/DataFrame, dimension must be <= 2: (3, 3, 3))r   r   rJ   rK   rL   rj  r#   r<   r=   re   rG   rN   rO   rP   zerosr3  r4  )r    re   rG   r>   rk  re  rQ   r   r   r   'test_alignment_non_pandas_index_columnsB  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   r<   r  r   r    r  r>   r[   r   r   r   test_no_warningh  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 argumentsrH   r   )r   rN   rO   rh   r   rq  r   r   r   test_dunder_methods_binaryn  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 )Nrv   r;  r"   rS   )rS   r   z0.X)r   r   r   r   intr   r|  r,   rD  meanr<   r=   )r    rT  rg  r   r   rk   rl   r   r   r   test_align_int_fill_bugu  s   
z3TestFrameArithmeticUnsorted.test_align_int_fill_bugN)1r3   r4   r5   r  r  rN   r   r   r   r  r0  r1  r  r  filterwarningsr  r  r  r  r  r#  r,  r/  rs   rt   rp   ro   rq   rr   r6  r9  r?  rL  rW  r[  r   r  AttributeErrorrd  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 )Nr7   rL  r   r   r   r   r   r<   r=   )r   r   rk   rl   r   r   r   test_pow_with_realignment  s
   rz  c                  C   sp   t dtjtjtjgi} t dg di}t dg di}| | }t|| | d |d  }t||d  d S )Nr7   rN  )r   r   r   )r   r   r   r<   r=   r   )r   r   rl   rk   r   r   r   test_pow_nan_with_zero  s   r{  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 )NrB   r   rv   )rS   r   r  rF   r   r   r:  r   r   Int64r  )r   r   rJ   rK   r   r	   to_numpyr   rG   r,   r<   r=   )r>   r   rl   df_eark   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 )NrB   r   i  )rv   rS   rD  )r   r   r   r   rB   r   rD   rn  rD   r   c                    s   i | ]}| | |  qS r   r   rx   r   r   r   r   rb     rc   z6test_dataframe_blockwise_slicelike.<locals>.<dictcomp>)r   rJ   rK   r   r   r+   r,   r   r   r   rG   r<   r=   )r   r   r   r   df4df5r@   rl   r   r  r   "test_dataframe_blockwise_slicelike  s   r  zdf, col_dtyper   r   g      @r  abrF   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  rF   r[   g      rZ   r   )r   r   r   rM   r,   r	   r<   r=   )r>   	col_dtyperl   rk   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   rG   rN  )r  r  r  rF   ry  )r   r   rk   rl   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   rB   r_   zUnable to coerce list of r   z to Series/DataFramerH   )r   r-   rN   rO   rP   )r  r>   rQ   r   r   r   "test_arith_list_of_arraylike_raise  s   

"r  c                 C   s~   t dg di}| }|d }|j}|d7 }| r(|j|us J t|| d S |j|u s/J t dg di}t|| d S )Nr7   r   r   r  )r   r+   _valuesr<   r=   )using_copy_on_writer>   rZ  ra  valsrl   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   rZ   r   r[   rW  rd   r   N)r   r   r_  r   r<   r=   )r   r   rl   rk   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   rM   r   r   r<   r=   )r>   rk   rl   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   rB   Nr"   r   )r   r   N)r	   r   to_framer<   r=   )any_int_ea_dtypeseries1series2rl   rk   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 r   r   r$   SubclassedSeriesr   r   _constructor(     zRtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedSeries._constructorc                    r  r   r   r$   )SubclassedDataFramer   r   _constructor_expanddim,  r  z\test_frame_op_subclass_nonclass_constructor.<locals>.SubclassedSeries._constructor_expanddimN)r3   r4   r5   propertyr  r  r   r  r  r   r   r  '  s
    r  c                       s@   e Zd ZdgZd
 fddZedd Zefdd	Z  ZS )zHtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFramemy_extra_datar   Nc                    s   || _ t j|i | d S r   )r  superr!   )r    r  argskwargs	__class__r   r   r!   3  s   zQtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame.__init__c                 S   s   t t| | jS r   )	functoolspartialr-   r  r$   r   r   r   r  7  s   zUtest_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame._constructorc                    r  r   r   r$   r  r   r   _constructor_sliced;  r  z\test_frame_op_subclass_nonclass_constructor.<locals>.SubclassedDataFrame._constructor_slicedr2   )	r3   r4   r5   	_metadatar!   r  r  r  __classcell__r   r  r  r   r  0  s    
r  	some_datar   rn  r   rB   r  )r   rS      rl  )sdfrk   rl   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	   r<   r   )r  q1q2rk   rl   r   r   r   test_enum_column_equalityH  s   
r  )?collectionsr   r   r   enumr   r  r   r3  numpyr   rN   pandas.util._test_decoratorsutil_test_decoratorsrz  pandasr   r   r   r   r	   pandas._testing_testingr<   pandas.core.computationr
   r   #pandas.core.computation.expressionsr   pandas.tests.frame.commonr   r   pandas.util.versionr   fixturer   r   r6   r   r   rk  r  r  r  r  rz  r{  r  r  r   r   rM   r  r  r  r  r  r  r  rw  r  r  r   r   r   r   <module>   sz    
 [ H  o  E
     @
.	
	
$