o
    թZh                     @   sV  d dl mZmZmZ d dlmZ d dlZd dlZd dl	Z	d dl
mZ d dlmZ d dlZd dlmZmZmZmZmZmZmZmZ d dlmZ d dlmZ d dlmZ d d	l m!Z! e	j"d
d dgddgddd Z#dd Z$G dd dZ%G dd dZ&G dd dZ'G dd dZ(G dd dZ)G dd dZ*G dd  d Z+d!d" Z,d#d$ Z-d%d& Z.dS )'    )date	timedeltatimezone)DecimalN)lib)IncompatibleFrequency)CategoricalDatetimeTZDtypeIndexSeries	Timedeltabdate_range
date_rangeisna)ops)expressions)NUMEXPR_INSTALLEDTi@B numexprpython)ZautouseparamsZidsc                 c   sF    |  }|td| j d V  W d    d S 1 sw   Y  d S )NZ_MIN_ELEMENTS)contextsetattrexprparam)requestZmonkeypatchm r   Z/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/series/test_arithmetic.pyswitch_numexpr_min_elements    s
   
"r   c                 C   s   |  tjdt| S N   )takenprandomdefault_rngpermutationlen)objr   r   r   _permute'   s   r(   c                	   @   s  e Zd Zejddd dd dfdd dd dfdd d	d d
fdd dd d
fgejdg ddd Zdd Zdd Ze	j
ejdfe	jejdfgZdD ]+ZdZee	eZeeeZee	de ZefddZeeeef eeeef qPejdedd ZdS )TestSeriesFlexArithmetictsc                 C      | S Nr   xr   r   r   <lambda>/       z!TestSeriesFlexArithmetic.<lambda>c                 C   s   | d S r   r   r-   r   r   r   r/   /   s    Fc                 C   r+   r,   r   r-   r   r   r   r/   0   r0   c                 C   s   | d d d S r   r   r-   r   r   r   r/   0   s    c                 C   r+   r,   r   r-   r   r   r   r/   1   r0   c                 C   s   dS )N   r   r-   r   r   r   r/   1   r0   Tc                 C      t tdtjdS N
   dtyper   ranger"   float64r-   r   r   r   r/   3       c                 C   r2   r3   r7   r-   r   r   r   r/   4   r:   opname)addsubmulfloordivtruedivpowc                 C   s   t tjdtjdtddddd}|d |}|d |}|d	 }tt |}tt|}|||}	|||}
t|	|
 |rVtt d
| }|||}	|||}
t|	|
 d S d S )N   r5   z
2020-01-01periodsr*   indexnamer      r    r)	r   r"   aranger9   r   getattroperatortmZassert_almost_equal)selfr;   r*   ZtserseriesotherZcheck_reverseopZaltresultexpectedropr   r   r   test_flex_method_equivalence,   s&   






z5TestSeriesFlexArithmetic.test_flex_method_equivalencec                    sT   G  fdddt  |}tt |} g ddd}d|_||d}|jdks(J d S )Nc                       s"   e Zd ZdgZe fddZdS )zZTestSeriesFlexArithmetic.test_flex_method_subclass_metadata_preservation.<locals>.MySeriesr.   c                    s    S r,   r   )rN   MySeriesr   r   _constructorY   s   zgTestSeriesFlexArithmetic.test_flex_method_subclass_metadata_preservation.<locals>.MySeries._constructorN)__name__
__module____qualname__	_metadatapropertyrX   r   rV   r   r   rW   V   s    rW   rH   r       testrG   *   rH   )r   rK   r.   )rN   Zall_arithmetic_operatorsr;   rQ   r   rR   r   rV   r   /test_flex_method_subclass_metadata_preservationT   s   

zHTestSeriesFlexArithmetic.test_flex_method_subclass_metadata_preservationc                 C   sD   t ddtjdddg}|dd}|jddd}t|| d S )Nr   rH   r_      r1   r    
fill_value)r   r"   nanfillnar<   rM   assert_series_equal)rN   serexpresr   r   r   test_flex_add_scalar_fill_valued   s   z8TestSeriesFlexArithmetic.test_flex_add_scalar_fill_valuerH   )r<   r=   r>   rA   r@   r?   r   rI   c                 C   s   t t||| S r,   )rK   rL   )r.   yrQ   r   r   r   r/   s   s    zop, equiv_op, fvc           	      C   s   ddd}t tjdddtjgtdd}t tjd	tjd
tjdgtdd}|||}|||}t|| ||||||d |||dd d S )Nr   c              	   S   s8  |j |j }||}||}t|}t|}g }tt|D ]f}	tjddV ||	 rK||	 r@|tj	 	 W d    q!|||||	  n-||	 rl||	 ra|tj	 	 W d    q!||||	 | n||||	 ||	  W d    n1 sw   Y  q!| |||d}
t
||}t|
| d S )Nignore)allre   )rF   unionreindexr   r8   r&   r"   Zerrstateappendrg   r   rM   ri   )methrQ   abrf   	exp_indexZamaskZbmask
exp_valuesirR   rS   r   r   r   _check_filly   s6   



zDTestSeriesFlexArithmetic.test_operators_combine.<locals>._check_fill      ?g       @g      @r1   rF   rH   r_         @   re   axis)r   )r   r"   rg   rJ   rM   ri   )	rN   rQ   Zequiv_opfvrz   ru   rv   rR   rk   r   r   r   test_operators_combinew   s   
 $

z/TestSeriesFlexArithmetic.test_operators_combineN)rY   rZ   r[   pytestmarkparametrizerU   rc   rm   r   divrL   r@   Zrdivr   ZrtruedivZpairingsrQ   r   rK   ZlopZlequivrT   Zrequivrs   r   r   r   r   r   r)   +   s:    

r)   c                   @   s   e Zd Zdd Zejddddgddgfd	ddgd
dgfgdd Zdd Zejdde	dgdd Z
dd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zd#d$ Zd%d& Zd'd( Zd)d* Zejd+d,d-gd.d/ Zd0d1 ZdS )2TestSeriesArithmeticc                 C   s   t jdddd}ttjdt||d}||d d d  }|| }tj|j	dd d< t
|| |t|d d d  }t
|| d}tjt|d	 ||jd
dd  W d    d S 1 sbw   Y  d S )N1/1/2000z1/1/2010Yfreqr    r|   rH   z4Input has different freq=D from Period\(freq=Y-DEC\)matchDend)how)pdZperiod_ranger   r"   r#   r$   standard_normalr&   rg   ilocrM   ri   r(   r   raisesr   Zasfreq)rN   rngr*   rR   rS   msgr   r   r   !test_add_series_with_period_index   s   "z6TestSeriesArithmetic.test_add_series_with_period_indexz%target_add,input_value,expected_value!ZhelloZworldzhello!zworld!r   ZhellomZworldmc                 C   s(   t |}|| }t |}t|| d S r,   r   rM   ri   )rN   Z
target_addZinput_valueZexpected_valueru   rR   rS   r   r   r   test_string_addition   s   	z)TestSeriesArithmetic.test_string_additionc                 C   s   t dddtjgg dd}t dtjdtjgg dd}||}t||}t|d |d  t|d |d  ||}t||}t|d |d  t|d |d  d S )NrH   )ru   rv   cdr|   r    )ru   rv   r   er   )r   r"   rg   divmodrM   ri   Zrdivmod)rN   ru   rv   rR   rS   r   r   r   test_divmod   s   



z TestSeriesArithmetic.test_divmodrF   N	   c                 C   s^   t tdd}t d|d}d}tjttf|d ||  W d    d S 1 s(w   Y  d S )NrH   r4   foor|   z<not all arguments converted during string formatting|mod notr   )r   r8   r   r   	TypeErrorNotImplementedError)rN   rF   s1s2r   r   r   r   test_series_integer_mod   s   
"z,TestSeriesArithmetic.test_series_integer_modc                 C   sX   t ddgddgd}t ddgddgd}|| }t ddtjgg dd}t|| d S )NrH   r    r|   r4         )rH   rH   r    )r   r"   rg   rM   ri   )rN   r   r   rR   rS   r   r   r   test_add_with_duplicate_index   s
   z2TestSeriesArithmetic.test_add_with_duplicate_indexc                 C   sp   t tdtdgtdddtdddgd}||d }|d| }t|jd s-J t|jd s6J d S )Nz1.3z2.3i  rH   r    r|   r   )r   r   r   shiftr   r   )rN   rj   rR   result2r   r   r   test_add_na_handling   s   $z)TestSeriesArithmetic.test_add_na_handlingc                 C   sN   t g tg tjd}|| }t| sJ ||  }t|dks%J d S )N)rF   r6   r   )r   r
   r"   r9   isnanrp   copyr&   )rN   datetime_seriesemptyrR   r   r   r   test_add_corner_cases   s
   z*TestSeriesArithmetic.test_add_corner_casesc                 C   sZ   | td d }|| }t|jd d |j |jd d dd}t|d d | d S )Nr*   rE   )astypeintr   valuesrF   rM   ri   )rN   r   Zint_tsaddedrS   r   r   r   test_add_float_plus_int   s   z,TestSeriesArithmetic.test_add_float_plus_intc                 C   s>   t g g tjd}t ddi}t|| t tjgdgd d S )Nr5   r.   g        r|   )r   r"   Zint32rM   ri   rg   )rN   r   r   r   r   r   test_mul_empty_int_corner_case  s   "z3TestSeriesArithmetic.test_mul_empty_int_corner_casec                 C   s   t tdddd}tj|jd< |d d d }t tdtdtjg}|| }t	|| t |dd}|
 |
  d }t	|| d S )	Nz2012-1-1r_   r   rD   r   r    r   ra   )r   r   r"   rg   r   r   r   ZNaTrM   ri   to_frame)rN   dtZdt2rS   rR   r   r   r   test_sub_datetimelike_align  s   z0TestSeriesArithmetic.test_sub_datetimelike_alignc                 C   sX   t dddd}|d}td|d}td|d}||  |j|u s#J |j|u s*J d S )Nz
2016-01-01r4   ZCET)rD   tzUTCr|   )r   
tz_convertr   rF   )rN   dtiZdti_utcrj   ser_utcr   r   r   test_alignment_doesnt_change_tz  s   
z4TestSeriesArithmetic.test_alignment_doesnt_change_tzc                 C   s   t g d}td|d}td|d d d}|| }dgd dgd  d	g }tj||jd
}dgd tjg }t||}t|| d S )N)3z53r   LoJGr   r   N503r    r|   r   r   rd   r   r   r   )
categoriesr}      )	r   r   r   ZCategoricalIndexr   r"   rg   rM   ri   )rN   catser1ser2rR   rw   rx   rS   r   r   r   test_alignment_categorical$  s   
z/TestSeriesArithmetic.test_alignment_categoricalc                 C   s   g d}t tjdddd|d}t tjddd|d}|| }t dg dd}t|| t tddd	|d}t td
dd	|d}|| }t tdg dd}t|| d S )N)r    r    r_   r_   rd   rH   r~   Zint64r5   r|   r1   z20130101 09:00:00rC   Z20130101z9 hours)r   r"   rJ   rM   ri   r   r   )rN   rF   rj   rP   rR   rS   r   r   r   $test_arithmetic_with_duplicate_index2  s   z9TestSeriesArithmetic.test_arithmetic_with_duplicate_indexc                 C   sL   t dtjgdd}t ddgdd}|| }t dtjgdd}t|| d S )Nr   floatr5   rH   Int64Float64)r   r"   rg   r   NArM   ri   rN   r   r   rR   rS   r   r   r   'test_masked_and_non_masked_propagate_naD  s
   z<TestSeriesArithmetic.test_masked_and_non_masked_propagate_nac                 C   sl   t dtjddgdd}t ddtjdg}|| }t dtjtjdgdd}t|| || }t|| d S )N   r1   rd   r   r5   r{   r   )r   r   r   r"   rg   rM   ri   r   r   r   r   +test_mask_div_propagate_na_for_non_na_dtypeL  s   z@TestSeriesArithmetic.test_mask_div_propagate_na_for_non_na_dtypez
val, dtype)r_   r   )g      @r   c                 C   s^   t g ddd}|dd |g }t dd d| g|d}t|| dd |g| }t|| d S )N)rH   Nr_   r   r5   rH   r    r_   r   )rN   valr6   rj   rR   rS   r   r   r   test_add_list_to_masked_arrayW  s   z2TestSeriesArithmetic.test_add_list_to_masked_arrayc                 C   s   |j jjdkrtrtnd }tg ddd}t| |g d }W d    n1 s+w   Y  tg ddd}t|| t| g d| }W d    n1 sTw   Y  t|| d S )Nr   )TNFbooleanr5   )TNT)	nodeZcallspecidr   UserWarningr   rM   assert_produces_warningri   )rN   r   warningrj   rR   rS   r   r   r   %test_add_list_to_masked_array_booleanb  s   z:TestSeriesArithmetic.test_add_list_to_masked_array_boolean)rY   rZ   r[   r   r   r   r   r   r   r8   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r      s4    



	

r   c                   @   s   e Zd Zejdg ddd Zdd Zejdg dd	fg d
dfg ddfg ddfg ddfg ddfgdd Zejdg dd	dfg dddfg dddfg dddfg dddfg dddfgdd Z	dS )TestSeriesFlexComparisonr   )r   NrF   c                 C   sZ   t tjdd}t tjdd}t||j||d}|||}t|| d S )Nr    r4   r   )	r   r"   r#   r$   r   rK   rY   rM   ri   )rN   r   comparison_opleftrightrR   rS   r   r   r   test_comparison_flex_basicy  s
   
z3TestSeriesFlexComparison.test_comparison_flex_basicc                 C   sx   t tjdd}t tjdd}d}tjt|d t||j	|dd W d    d S 1 s5w   Y  d S )Nr    r4   zNo axis named 1 for object typer   rH   r   )
r   r"   r#   r$   r   r   r   
ValueErrorrK   rY   )rN   r   r   r   r   r   r   r   test_comparison_bad_axis  s   "z1TestSeriesFlexComparison.test_comparison_bad_axisz
values, op)FFTFeq)TTFTnele)FFFFlt)FTTFge)FTFFgtc                 C   sV   t g dtdd}t g dtdd}t|||}t |tdd}t|| d S )NrH   r_   r    abcr|   r    r    r    bcdabcdr   listrK   rM   ri   )rN   r   rQ   r   r   rR   rS   r   r   r   test_comparison_flex_alignment  s
   z7TestSeriesFlexComparison.test_comparison_flex_alignmentzvalues, op, fill_value)FFTTr    )TTFFr   )FFFT)TTTFc                 C   sZ   t g dtdd}t g dtdd}t||||d}t |tdd}t|| d S )Nr   r   r|   r   r   re   r   r   )rN   r   rQ   rf   r   r   rR   rS   r   r   r   #test_comparison_flex_alignment_fill  s
   z<TestSeriesFlexComparison.test_comparison_flex_alignment_fillN)
rY   rZ   r[   r   r   r   r   r   r   r   r   r   r   r   r   x  s4    







r   c                
   @   s  e Zd Zdd Zejdg ddd Zejdg 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dd Zejdeg dedddeg d ed!ddfeg dedddeg d"ed#ddfgd$d% Zd&d' Zd(S ))TestSeriesComparisonc                 C   s   t g d}t ddg}d}tjt|d ||k  W d    n1 s$w   Y  t ddg}t g d}tjt|d ||k W d    d S 1 sLw   Y  d S )	Nru   rv   r   rv   ru   z'only compare identically-labeled Seriesr   rH   r    )r    r_   rd   )r   r   r   r   )rN   ru   rv   r   r   r   r    test_comparison_different_length  s   

"z5TestSeriesComparison.test_comparison_different_lengthr;   )r   r   r   r   r   r   c                 C   sB   t g dtdd}d}t|||j}td}||ksJ d S )Nr   r_   r|   r    bool)r   r8   rK   dtypesr"   r6   )rN   r;   rj   constrR   rS   r   r   r   test_ser_flex_cmp_return_dtypes  s
   
z4TestSeriesComparison.test_ser_flex_cmp_return_dtypesc                 C   sP   t g dtdd}|jd d }d}t|||j}td}||ks&J d S )Nr   r_   r|   r   r    r   )r   r8   r   rK   r   r"   r6   )rN   r;   rj   r   r   rR   rS   r   r   r   %test_ser_flex_cmp_return_dtypes_empty  s   
z:TestSeriesComparison.test_ser_flex_cmp_return_dtypes_emptynames))NNN)r   barN)bazr   r   c           
      C   sj  |}t ddd|d d}t||d }|||}|j|d ks#J |d}tj|d	d
}t||d }|||}|j|d ksFJ ||d }t||d }|||}|j|d ksdJ |tj	tj
fv rtjdd|d d}t||d }|||}|j|d ksJ |tj	tj
fv r|d}	t|	|d }|||	}|j|d ksJ d S d S )Nz1949-06-07 03:00:00hr1   r   )r   rD   rG   rH   r    z
US/CentralZinferr   )startrD   rG   category)r   r   renamerG   tz_localizer   ZDatetimeIndexr   rL   r   r   Zinterval_ranger   )
rN   r   r   rQ   r   rj   rR   ZtdiiiZcidxr   r   r   test_ser_cmp_result_names  s4   






z.TestSeriesComparison.test_ser_cmp_result_namesc              	   C   s  t g d}t g d}t g d}|rwdd l}d}tj|jj|d ||k W d    n1 s2w   Y  tjtddd	. tj|jj|d ||k W d    n1 sXw   Y  W d    d S W d    d S 1 spw   Y  d S t	||k| t	||k| d S )
Nr   )FTFFFFr   zhas no kernelr   Z
comparisonF)r   Zcheck_stacklevel)
r   Zpyarrowr   r   r   ZArrowNotImplementedErrorrM   r   DeprecationWarningri   )rN   Zusing_infer_stringsr   rk   par   r   r   r   test_comparisons  s(   

"z%TestSeriesComparison.test_comparisonsc                 C   s   t tddd}t tddd}t g ddd}t tddd}ttd}ttd}|dk r4J |dk|dk k sAJ d|k rIJ |dkd sQJ d|kd sYJ d|kd raJ ||k siJ ||k rqJ |t|k s{J ||k sJ ||k sJ ||k ||kk sJ ||k ||kk sJ ||k rJ ||k rJ ||k rJ ||k rJ ||k sJ ||k sJ ||k rJ ||k rJ ||k ||kk sJ ||k ||kk sJ ||k ||kk sJ ||k ||kk sJ d	}tjt|d
 ||k  W d    n	1 s4w   Y  tjt|d
 ||k  W d    n	1 sPw   Y  tjt|d
 ||k W d    n	1 slw   Y  tjt|d
 ||k W d    d S 1 sw   Y  d S )Nr   r  r5   object)ru   rv   ccZacbru   r    can only compare equality or notr   )r   r   r   rp   r   r   r   )rN   ru   rv   r   r   r   fr   r   r   r   test_categorical_comparisons  sX   



$z1TestSeriesComparison.test_categorical_comparisonsc                 C   s  t ttd}d}tjt|d |dk W d    n1 s w   Y  t ttddd}tjt|d |dk W d    n1 sEw   Y  t ttddd}d}tjt|d |d	k  W d    n1 slw   Y  tjt|d |d	k W d    n1 sw   Y  tjt|d d	|k  W d    n1 sw   Y  tjt|d d	|k W d    n1 sw   Y  t|d	kt g d
 t|d	kt g d d S )Nr   r  r   rv   F)ZorderedTz1Invalid comparison between dtype=category and strr   r  )TTT)r   r   r   r   r   r   rM   ri   )rN   r   r   r   r   r   5test_unequal_categorical_comparison_raises_type_errorG  s2   





zJTestSeriesComparison.test_unequal_categorical_comparison_raises_type_errorc                 C   s   t ddg}|dk}t ddg}t|| |dk}t ddg}t|| |dk}t ddg}t|| |dk}t ddg}t|| t ddg}|dk}t ddg}t|| |dk}t ddg}t|| d S )N)rH   rH   )rH   r    FT)r   r   r   )rN   r	  rR   rS   r   r   r   test_comparison_tuplesf  s(   z+TestSeriesComparison.test_comparison_tuplesc                 C   sD   t tdgtddgg}|tdgk}t ddg}t|| d S )NrH   r    TF)r   	frozensetrM   ri   rN   rj   rR   rS   r   r   r   test_comparison_frozenset  s   z.TestSeriesComparison.test_comparison_frozensetc                 C   s   t tdddtd}tj|d d d< |d }|||}|| ||j}d}tj	t
|d |tju r>|d	t}n|d
t}W d    n1 sPw   Y  t|| d S )Nr   r4   rC   r5   r    r1   zDowncasting object dtype arraysr   TF)r   r   r  r"   rg   Zdropnarr   rF   rM   r   FutureWarningrL   r   rh   r   r   ri   )rN   r   rj   r   rR   rS   r   r   r   r   "test_comparison_operators_with_nas  s   

z7TestSeriesComparison.test_comparison_operators_with_nasc                 C   sN   t g dg dtd}tg d}t|jdk| t|jdk | d S )N)r_   rd   r1   r~      r5   )TTFTTr1   )r   r   r"   arrayrM   Zassert_numpy_array_equalrF   )rN   r*   rS   r   r   r   test_ne  s   zTestSeriesComparison.test_nezleft, rightr^   ABCr.   rE   r   ZABD)r    r    r    r    ZABCDc                 C   s  |t urd|j d}| }| }nd|j d}tjt|d ||k W d    n1 s1w   Y  tjt|d ||k W d    n1 sLw   Y  tjt|d ||k W d    n1 sgw   Y  tjt|d ||k W d    n1 sw   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 )Nz@Can only compare identically-labeled \(both index and columns\) z objectsz%Can only compare identically-labeled r   )r   rY   r   r   r   r   )rN   r   r   Zframe_or_seriesr   r   r   r   test_comp_ops_df_compat  s6   






"z,TestSeriesComparison.test_comp_ops_df_compatc                 C   s0   t g d}|dk}t g d}t|| d S )N)	IntervalAZ	IntervalBZ	IntervalCr  )TFFr   r  r   r   r   $test_compare_series_interval_keyword  s   z9TestSeriesComparison.test_compare_series_interval_keywordN)rY   rZ   r[   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r   r   r  r  r   r   r   r   r     s:    

	
%8
r   c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestTimeSeriesArithmeticc           	      C   s   t ddddd}tjddd d }ttjdd||dd	}tjddd d }ttjdd||d
d	}|| }|d}|d}|| }|	 }|j
jtju sgJ t|| d S )N1/1/2011d   r   utc)rD   r   r   r    Z   z
US/Easternr|   zEurope/Berlin)r   r"   r#   r$   r%   r   r   r!   r   Z
sort_indexrF   r   r   r"  rM   ri   )	rN   r   permr   r   rR   Zuts1Zuts2rS   r   r   r   +test_series_add_tz_mismatch_converts_to_utc  s$   

zDTestTimeSeriesArithmetic.test_series_add_tz_mismatch_converts_to_utcc                 C   s   t dddd}ttjdt||d}|d}d}tj	t
|d	 ||  W d    n1 s3w   Y  tj	t
|d	 ||  W d    d S 1 sOw   Y  d S )
Nr   r4   r   r   r    r|   r"  z0Cannot join tz-naive with tz-aware DatetimeIndexr   )r   r   r"   r#   r$   r   r&   r  r   r   	Exception)rN   r   rj   r   r   r   r   r   "test_series_add_aware_naive_raises  s   


"z;TestTimeSeriesArithmetic.test_series_add_aware_naive_raisesc                 C   sT   t tdd|d}tjjdd}|| }tg d|}t |}t|| d S )Nz
2012-01-01r_   )rD   unitr~   )days)z
2011-12-26z
2011-12-27z
2011-12-28)	r   r   r   offsetsZ
DateOffsetto_datetimeZas_unitrM   ri   )rN   r(  rO   offsetrR   Zexp_dtirS   r   r   r   test_datetime_understood	  s   z1TestTimeSeriesArithmetic.test_datetime_understoodc                 C   s   t ddd}ttjdd|d}|dd  }| }dd |jD |_|| }|| }||dd   }|jd |_t	
|| t	
|| d S )	Nr   rB   rC   r    r|   r1   c                 S   s   g | ]}|  qS r   )r   ).0r.   r   r   r   
<listcomp>      zWTestTimeSeriesArithmetic.test_align_date_objects_with_datetimeindex.<locals>.<listcomp>)r   r   r"   r#   r$   r   r   rF   Z
_with_freqrM   ri   )rN   r   r*   Zts_sliceZts2rR   r   rS   r   r   r   *test_align_date_objects_with_datetimeindex  s   zCTestTimeSeriesArithmetic.test_align_date_objects_with_datetimeindexN)rY   rZ   r[   r%  r'  r-  r1  r   r   r   r   r    s
    r  c                	   @   sT   e Zd Zejdeeej	e
eej	gejdddgdd Zdd Zd	d
 ZdS )TestNamePreservationboxflexTFc                 C   s"  |}t td|d d}t td|d d}|jd}|dv }	d}
d }|ttfv r.|	r.t}||}|r@|	r8d S t|||}ntj	||
d |||}W d    n1 sWw   Y  t
|t scJ |tt fv r}|j|d	 u sy|j|d	 ks{J d S d S |j|d u s|j|d ksJ d S d S )
Nr4   r   ra   rH   _)andZrandxorZrxororZrorzLLogical ops \(and, or, xor\) between Pandas objects and dtype-less sequencesr   r    )r   r8   rY   stripr   tupler  rK   rM   r   
isinstancer
   rG   )rN   r4  r3  r   Zall_binary_operatorsrQ   r   r   rG   Z
is_logicalr   warnrR   r   r   r   test_series_ops_name_retention&  s,   ((z3TestNamePreservation.test_series_ops_name_retentionc                 C   s  || }|j |j ksJ ||}|j |j ksJ ||d d  }|j |j ks)J | }d|_ || }|j d u s;J ||}|j d u sGJ g d}|dd |D  }|D ]*}| }t|||}|j |j kskJ | }d|_ t|||}|j d u sJ qVd S )Nzsomething else)r<   r=   r>   r   r@   r?   modrA   c                 S   s   g | ]}d | qS )rI   r   )r.  rQ   r   r   r   r/  ^  r0  zGTestNamePreservation.test_binop_maybe_preserve_name.<locals>.<listcomp>changed)rG   r>   r   r<   rK   )rN   r   rR   cpr   rQ   rj   r   r   r   test_binop_maybe_preserve_nameK  s.   

z3TestNamePreservation.test_binop_maybe_preserve_namec                 C   s   |d }|j |j ksJ d S r   ra   )rN   r   rR   r   r   r   test_scalarop_preserve_namek  s   z0TestNamePreservation.test_scalarop_preserve_nameN)rY   rZ   r[   r   r   r   r   r:  r"   r  r
   r   r   r=  rB  rC  r   r   r   r   r2  %  s    # r2  c                   @   s"   e Zd Zejdddd ZdS )TestInplaceOperationsz)dtype1, dtype2, dtype_expected, dtype_mul))r   r   r   r   )r   r   r   r   )r   r   r   r   )r   r   r   r   c                 C   s   t dg|d}t dg|d}||7 }t dg|d}t|| ||8 }t dg|d}t|| ||9 }t dg|d}t|| d S )NrH   r5   r    r_   r   )rN   Zdtype1Zdtype2Zdtype_expectedZ	dtype_mulr   r   rS   r   r   r   test_series_inplace_opsq  s   z-TestInplaceOperations.test_series_inplace_opsN)rY   rZ   r[   r   r   r   rE  r   r   r   r   rD  p  s    	rD  c                 C   s  |}t |dk r| tjjdd tj|jd< |d k}|jd r#J |jd r*J |d k}|jd s5J |jd s<J d |k}|jd rGJ |jd rNJ d |k}|jd sYJ |jd s`J t	
|jdsmt|jtrd}tjt|d d |k W d    n1 sw   Y  tjt|d |d k W d    d S 1 sw   Y  d S d |k}|jd rJ |jd rJ |d k }|jd rJ |jd rJ d S )NrH   z%Test doesn't make sense on empty data)reasonr   MzInvalid comparisonr   )r&   Zapplymarkerr   r   Zxfailr"   rg   r   Ziatr   Zis_np_dtyper6   r;  r	   r   r   )r   Zseries_with_simple_indexrO   rR   r   r   r   r   test_none_comparison  s@   

"rH  c                  C   s   t tdtjjtdtdddggg ddd} t d	d
 tddD tjjtdddggddgdd}| jtjdgd d d d f  | }t g dtjjg dg ddd}t	
|| d S )N   abxyrH   r    )rJ  rK  num)r   r|   c                 S   s   g | ]}d | qS )  r   )r.  ry   r   r   r   r/    r0  z;test_series_varied_multiindex_alignment.<locals>.<listcomp>r1   rL  ru   )rM  i  i  i  ))ru   r.   rH   )ru   r.   r    )ru   rn   rH   )ru   rn   r    )r   r8   r   Z
MultiIndexZfrom_productr   locZ
IndexSlicefrom_tuplesrM   ri   )r   r   rR   rS   r   r   r   'test_series_varied_multiindex_alignment  s&   $rP  c                  C   s2   t dgd d} t dgd }t| | d S )Nr    i'  r   rH   )r   ZrmodrM   ri   )rR   rS   r   r   r   !test_rmod_consistent_large_series  s   rQ  )/datetimer   r   r   decimalr   rL   numpyr"   r   Zpandas._libsr   Zpandas._libs.tslibsr   Zpandasr   r   r	   r
   r   r   r   r   r   Zpandas._testingZ_testingrM   Zpandas.corer   Zpandas.core.computationr   r   Zpandas.core.computation.checkr   Zfixturer   r(   r)   r   r   r   r  r2  rD  rH  rP  rQ  r   r   r   r   <module>   s:    (

u Y6  3FK0