U
    W7bu                     @   s<  d dl m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
Z
mZ d dlZd dlmZmZmZmZmZmZmZ d dlmZ d dlmZmZ d dlmZ ejd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$G dd dZ%G dd dZ&G dd dZ'd d! Z(d"d# Z)dS )$    )	timedeltaN)IncompatibleFrequency)is_datetime64_dtypeis_datetime64tz_dtype)CategoricalIndexSeries	Timedeltabdate_range
date_rangeisna)nanopsops)expressionsTmodulei@B Znumexprpython)ZautouseZscopeparamsidsc                 c   s    t j}| jt _| jV  |t _d S N)expr_MIN_ELEMENTSparam)requestr    r   G/tmp/pip-unpacked-wheel-rhjceu4d/pandas/tests/series/test_arithmetic.pyswitch_numexpr_min_elements!   s    r   c                 C   s   |  tjt| S r   )takenprandom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ddddddg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 ]VZ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 qejdedd  Zd!S )"TestSeriesFlexArithmetictsc                 C   s   | S r   r   xr   r   r   <lambda>3       z!TestSeriesFlexArithmetic.<lambda>c                 C   s   | d S N   r   r%   r   r   r   r'   3   r(   Fc                 C   s   | S r   r   r%   r   r   r   r'   4   r(   c                 C   s   | d d d S r)   r   r%   r   r   r   r'   4   r(   c                 C   s   | S r   r   r%   r   r   r   r'   5   r(   c                 C   s   dS )N   r   r%   r   r   r   r'   5   r(   Tc                 C   s   t  S r   )tmZmakeFloatSeriesr%   r   r   r   r'   6   r(   opnameaddsubmulfloordivtruedivpowc                 C   s   t  d}|d |}|d |}|d }tt|}tt|}|||}	|||}
t |	|
 |rttd| }|||}	|||}
t |	|
 d S )Nr$   r      r*   r)r,   ZmakeTimeSeriesrenamegetattrr   operatorassert_almost_equal)selfr-   r$   ZtserseriesotherZcheck_reverseopZaltresultexpectedropr   r   r   test_flex_method_equivalence0   s    





z5TestSeriesFlexArithmetic.test_flex_method_equivalencec                    sV   G  fdddt  |}tt |} dddgdd}d|_||d}|jdksRt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   )r:   MySeriesr   r   _constructorU   s    zgTestSeriesFlexArithmetic.test_flex_method_subclass_metadata_preservation.<locals>.MySeries._constructorN)__name__
__module____qualname__	_metadatapropertyrD   r   rB   r   r   rC   R   s   rC   r4   r*      testname*   )r   r7   r&   AssertionError)r:   Zall_arithmetic_operatorsr-   r=   mr>   r   rB   r   /test_flex_method_subclass_metadata_preservationP   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   r4   rJ      r+   r*   
fill_value)r   r   nanfillnar.   r,   assert_series_equal)r:   serexpresr   r   r   test_flex_add_scalar_fill_value`   s    z8TestSeriesFlexArithmetic.test_flex_add_scalar_fill_valuer4   )r.   r/   r0   r3   r2   r1   r   r5   c                 C   s   t t||| S r   )r7   r8   )r&   yr=   r   r   r   r'   o   r(   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   s  |j |j }||}||}t|}t|}g }tt|D ]}	tjdd ||	 r||	 r||tj	 W 5 Q R  qB|||||	  nV||	 r||	 r|tj	 W 5 Q R  qB||||	 | n||||	 ||	  W 5 Q R X qB| |||d}
t
||}t|
| d S )Nignore)allrS   )indexunionreindexr   ranger    r   errstateappendrU   r   r,   rW   )methr=   abrT   Z	exp_indexZamaskZbmaskZ
exp_valuesir>   r?   r   r   r   _check_fillu   s,    

$
zDTestSeriesFlexArithmetic.test_operators_combine.<locals>._check_fillg      ?g       @g      @r+   r_   r4   rJ   g      @   rS   axis)r   )r   r   rU   aranger,   rW   )	r:   r=   Zequiv_opfvri   rf   rg   r>   rY   r   r   r   test_operators_combines   s    
 $

z/TestSeriesFlexArithmetic.test_operators_combineN)rE   rF   rG   pytestmarkparametrizerA   rQ   r[   r   divr8   r2   Zrdivr   ZrtruedivZpairingsr=   ro   r7   ZlopZlequivr@   Zrequivrd   rp   r   r   r   r   r#   /   s4   	 

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S )%TestSeriesArithmeticc              	   C   s   t jdddd}ttj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 5 Q R X d S )N1/1/2000z1/1/2010Afreqrj   r*   r4   z4Input has different freq=D from Period\(freq=A-DEC\)matchDend)how)pdZperiod_ranger   r   r   randnr    rU   ilocr,   rW   r"   rq   raisesr   Zasfreq)r:   rngr$   r>   r?   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!rP   ZhellomZworldmc                 C   s(   t |}|| }t |}t|| d S r   r   r,   rW   )r:   Z
target_addZinput_valueZexpected_valuerf   r>   r?   r   r   r   test_string_addition   s    	z)TestSeriesArithmetic.test_string_additionc                 C   s   t dddtjgddddgd}t dtjdtjgddddgd}||}t||}t|d	 |d	  t|d |d  ||}t||}t|d	 |d	  t|d |d  d S )
Nr4   rf   rg   cdrj   r*   er   )r   r   rU   divmodr,   rW   Zrdivmod)r:   rf   rg   r>   r?   r   r   r   test_divmod   s     



z TestSeriesArithmetic.test_divmodr_   N	   c              	   C   sD   t tdd}t d|d}d}tjt|d ||  W 5 Q R X d S )Nr4   
   foorj   z4not all arguments converted during string formattingrz   )r   rb   rq   r   	TypeError)r:   r_   s1s2r   r   r   r   test_series_integer_mod   s
    z,TestSeriesArithmetic.test_series_integer_modc                 C   sZ   t ddgddgd}t ddgddgd}|| }t ddtjgdddgd}t|| d S )Nr4   r*   rj   r         )r   r   rU   r,   rW   )r:   r   r   r>   r?   r   r   r   test_add_with_duplicate_index   s
    z2TestSeriesArithmetic.test_add_with_duplicate_indexc                 C   s   ddl m} ddlm} t|d|dg|ddd|dddgd	}||d }|d| }t|d sptt|d std S )
Nr   date)Decimalz1.3z2.3i  r4   r*   rj   )datetimer   decimalr   r   shiftr   rO   )r:   r   r   rX   r>   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.t||  }t|dksJtd S )N)r_   dtyper   )	r   r   r   Zfloat64isnanr^   rO   copyr    )r:   datetime_seriesemptyr>   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$   r_   rM   )astypeintr   valuesr_   r,   rW   )r:   r   Zint_tsaddedr?   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 )Nr   r&   g        rj   )r   r   Zint32r,   rW   rU   )r:   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2012-1-1rJ   r|   periodsry   r*   r   rL   )r   r   r   rU   r   r   r   ZNaTr,   rW   to_frame)r:   dtZdt2r?   r>   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|ksFt|j|ksTtd S )Nz
2016-01-01r   ZCET)r   tzUTCrj   )r   
tz_convertr   r_   rO   )r:   dtiZdti_utcrX   ser_utcr   r   r   test_alignment_doesnt_change_tz  s    
z4TestSeriesArithmetic.test_alignment_doesnt_change_tzc                 C   s   dddddg}t tjdddd|d}t tjd	dd|d}|| }t ddddddgd}t|| t td
d	d|d}t tdd	d|d}|| }t tddddddgd}t|| d S )Nr*   rJ   rR   r4   rk   Zint64r   rj   r+   z20130101 09:00:00r   Z20130101z9 hours)r   r   rn   r,   rW   r   r	   )r:   r_   rX   r<   r>   r?   r   r   r   $test_arithmetic_with_duplicate_index#  s    z9TestSeriesArithmetic.test_arithmetic_with_duplicate_index)rE   rF   rG   r   rq   rr   rs   r   r   rb   r   r   r   r   r   r   r   r   r   r   r   r   r   ru      s&   


	ru   c                   @   s  e Zd Zejddddgdd Zdd Zejd	d
d
dd
gdfddd
dgdfd
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gdfd
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gdfd
ddd
gdfd
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gdfgdd Zejdd
d
ddgddfddd
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gddfd
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ddgddfd
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dgddfdddd
gddfddd
d
gddfgdd Z	dS )TestSeriesFlexComparisonrm   r   Nr_   c                 C   sN   t tjd}t tjd}t||j||d}|||}t|| d S )Nr   rl   )r   r   r   r   r7   rE   r,   rW   )r:   rm   comparison_opleftrightr>   r?   r   r   r   test_comparison_flex_basic<  s
    
z3TestSeriesFlexComparison.test_comparison_flex_basicc              	   C   sV   t tjd}t tjd}d}tjt|d t||j|dd W 5 Q R X d S )Nr   zNo axis named 1 for object typerz   r4   rl   )	r   r   r   r   rq   r   
ValueErrorr7   rE   )r:   r   r   r   r   r   r   r   test_comparison_bad_axisD  s
    z1TestSeriesFlexComparison.test_comparison_bad_axisz
values, opFTeqneleltgegtc                 C   sZ   t dddgtdd}t dddgtdd}t|||}t |tdd}t|| d S )Nr4   rJ   r*   abcrj   bcdabcdr   listr7   r,   rW   )r:   r   r=   r   r   r>   r?   r   r   r   test_comparison_flex_alignmentL  s
    z7TestSeriesFlexComparison.test_comparison_flex_alignmentzvalues, op, fill_valuer*   c                 C   s^   t dddgtdd}t dddgtdd}t||||d}t |tdd}t|| d S )	Nr4   rJ   r*   r   rj   r   rS   r   r   )r:   r   r=   rT   r   r   r>   r?   r   r   r   #test_comparison_flex_alignment_fill^  s
    z<TestSeriesFlexComparison.test_comparison_flex_alignment_fill)
rE   rF   rG   rq   rr   rs   r   r   r   r   r   r   r   r   r   ;  s2   

r   c                
   @   s(  e Zd Zdd Zejddddddd	gd
d Zejddddddd	gdd Zejddd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ejd"ed#d$d%ged&d'd(ed$d$d$ged)d'd(fed#d$d%ged&d'd(ed$d$d$d$ged*d'd(fgd+d, Zd-d. Zd/S )0TestSeriesComparisonc              	   C   s   t dddg}t ddg}d}tjt|d ||k  W 5 Q R X t ddg}t ddd	g}tjt|d ||k W 5 Q R X d S )
Nrf   rg   r   z'only compare identically-labeled Seriesrz   r4   r*   rJ   rR   )r   rq   r   r   )r:   rf   rg   r   r   r   r    test_comparison_different_lengthr  s    z5TestSeriesComparison.test_comparison_different_lengthr-   r   r   r   r   r   r   c                 C   sD   t dddgtdd}d}t|||j}td}||ks@td S )Nr4   rJ   r*   rj   bool)r   rb   r7   dtypesr   r   rO   )r:   r-   rX   constr>   r?   r   r   r   test_ser_flex_cmp_return_dtypes~  s
    
z4TestSeriesComparison.test_ser_flex_cmp_return_dtypesc                 C   sR   t dddgtdd}|jd d }d}t|||j}td}||ksNtd S )Nr4   rJ   r*   rj   r   r   )r   rb   r   r7   r   r   r   rO   )r:   r-   rX   r   r   r>   r?   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   sn  |}t ddd|d d}t||d }|||}|j|d ksFt|d}tj|d	d
}t||d }|||}|j|d kst||d }t||d }|||}|j|d kst|t	j
t	jfkrtjdd|d d}t||d }|||}|j|d kst|t	j
t	jfkrj|d}	t|	|d }|||	}|j|d ksjtd S )Nz1949-06-07 03:00:00Hr+   r   )ry   r   rM   r4   r*   z
US/CentralZinferrx   )startr   rM   category)r   r   r6   rM   rO   tz_localizer   ZDatetimeIndexr   r8   r   r   Zinterval_ranger   )
r:   r   r   r=   r   rX   r>   ZtdiiiZcidxr   r   r   test_ser_cmp_result_names  s0    






z.TestSeriesComparison.test_ser_cmp_result_namesc              	   C   s   t jd}t jd}t j|d d< t||}t jdd ||kd}W 5 Q R X t j|d d< t	|| t
dddg}t
d	d
d	g}t
d	d	d	g}t||k| t||k| d S )Nr   rJ   r]   )invalidOrf   rg   r   FT)r   r   r   rU   r   Znangtrc   r   r,   r9   r   rW   )r:   r   r   r>   r?   sr   rY   r   r   r   test_comparisons  s    z%TestSeriesComparison.test_comparisonsc              	   C   s  t tddd}t tddd}t dddgdd}t tddd}ttd}ttd}|dk rjt|dk|dk k std|k rt|dkd	 std|kd	 std|kd	 rt||k st||k rt|t|k st||k s
t||k st||k ||kk s8t||k ||kk sTt||k rft||k rxt||k rt||k rt||k st||k st||k rt||k rt||k ||kk s t||k ||kk st||k ||kk s8t||k ||kk sTtd
}tjt|d ||k  W 5 Q R X tjt|d ||k  W 5 Q R X tjt|d ||k W 5 Q R X tjt|d ||k W 5 Q R X d S )Nr   r   r   objectrf   rg   ccZacbr    can only compare equality or notrz   )r   r   r   r^   rO   rq   r   r   )r:   rf   rg   r   r   r   fr   r   r   r   test_categorical_comparisons  sP    z1TestSeriesComparison.test_categorical_comparisonsc              	   C   sD  t ttd}d}tjt|d |dk W 5 Q R X t ttddd}tjt|d |dk W 5 Q R X t ttddd}d}tjt|d |d	k  W 5 Q R X tjt|d |d	k W 5 Q R X tjt|d d	|k  W 5 Q R X tjt|d d	|k W 5 Q R X t|d	kt dddg t|d	kt dddg d S )
Nr   r   rz   rg   F)ZorderedTz1Invalid comparison between dtype=category and strr   )r   r   r   rq   r   r   r,   rW   )r:   catr   r   r   r   5test_unequal_categorical_comparison_raises_type_error  s&    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)r4   r4   )r4   r*   FT)r   r   r   )r:   r   r>   r?   r   r   r   test_comparison_tuples'  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 )Nr4   r*   TF)r   	frozensetr,   rW   r:   rX   r>   r?   r   r   r   test_comparison_frozensetF  s    z.TestSeriesComparison.test_comparison_frozensetc                 C   s   t tdddtd}tj|d d d< |d }|||}|| ||j}|tj	krh|
dt}n|
dt}t|| d S )	Nrv   r   r   r   r*   r+   TF)r   r
   r   r   rU   Zdropnara   r_   r8   r   rV   r   r   r,   rW   )r:   r   rX   valr>   r?   r   r   r   "test_comparison_operators_with_nasM  s    

z7TestSeriesComparison.test_comparison_operators_with_nasc                 C   sb   t dddddgdddddgtd}dddddg}t|jdk|sFtt|jdk |s^td S )	NrJ   rR   r+   rk      r   TF)r   floatr,   ZequalContentsr_   rO   )r:   r$   r?   r   r   r   test_ne^  s    "zTestSeriesComparison.test_nezleft, rightr4   r*   rJ   ABCr&   r   ZABDABCDc              	   C   s   d|j  d}|tk	r&| }| }tjt|d ||k W 5 Q R X tjt|d ||k W 5 Q R X tjt|d ||k W 5 Q R X tjt|d ||k W 5 Q R X tjt|d ||k  W 5 Q R X tjt|d ||k  W 5 Q R X d S )Nz%Can only compare identically-labeled z objectsrz   )rE   r   r   rq   r   r   )r:   r   r   Zframe_or_seriesr   r   r   r   test_comp_ops_df_compatd  s     z,TestSeriesComparison.test_comp_ops_df_compatc                 C   s4   t dddg}|dk}t dddg}t|| d S )NZ	IntervalAZ	IntervalBZ	IntervalCTFr   r   r   r   r   $test_compare_series_interval_keyword  s    z9TestSeriesComparison.test_compare_series_interval_keywordN)rE   rF   rG   r   rq   rr   rs   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   q  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 }ttjd||dd}tjdd d }ttjd||d	d}|| }|d}|d}|| }|jj	t
jkstt|| d S )
N1/1/2011d   r   utc)r   ry   r   Z   z
US/Easternrj   zEurope/Berlin)r   r   r   r   r   r   r   r   r_   r   pytzr   rO   r,   rW   )	r:   r   permser1ser2r>   Zuts1Zuts2r?   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t||d}|d}d}tjt	|d ||  W 5 Q R X tjt	|d ||  W 5 Q R X d S )	Nr   r   r   r   rj   r   z0Cannot join tz-naive with tz-aware DatetimeIndexrz   )
r   r   r   r   r   r    r   rq   r   	Exception)r:   r   rX   r   r   r   r   r   "test_series_add_aware_naive_raises  s    
z;TestTimeSeriesArithmetic.test_series_add_aware_naive_raisesc                 C   sJ   t tddd}tjjdd}|| }t tdddg}t|| d S )	Nz
2012-01-01rJ   r   rk   )daysz
2011-12-26z
2011-12-27z
2011-12-28)r   r   r   offsetsZ
DateOffsetZto_datetimer,   rW   )r:   r;   offsetr>   r?   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 |jD |_|| }|| }||dd   }|jd |_t	|| t	|| d S )Nrv      r   rj   r+   c                 S   s   g | ]}|  qS r   r   ).0r&   r   r   r   
<listcomp>  s     zWTestTimeSeriesArithmetic.test_align_date_objects_with_datetimeindex.<locals>.<listcomp>)
r   r   r   r   r   r   r_   Z
_with_freqr,   rW   )r:   r   r$   Zts_sliceZts2r>   r   r?   r   r   r   *test_align_date_objects_with_datetimeindex  s    zCTestTimeSeriesArithmetic.test_align_date_objects_with_datetimeindexN)rE   rF   rG   r  r  r  r  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   s6  |}t td|d d}t td|d d}|jd}	|	dk}
|
oL|	d}||}|rr|
rbd S t||	|}n<|r|tkrtnd }d}tj	||d	 |||}W 5 Q R X |tkr|rt
|tstd S t
|t st|tt fkr|j|d
 ks2|j|d
 ks2tn$|j|d ks2|j|d ks2td S )Nr   r   rL   r4   _)andZrandxorZrxororZrorr5   z*operating as a set operation is deprecatedrz   r*   )r   rb   rE   strip
startswithr7   r   FutureWarningr,   Zassert_produces_warning
isinstancerO   rM   )r:   r   r  r  r   Zall_binary_operatorsr=   r   r   rM   Z
is_logicalZis_rlogicalr>   warnr   r   r   r   test_series_ops_name_retention  s,    &z3TestNamePreservation.test_series_ops_name_retentionc                 C   s  || }|j |j kst||}|j |j ks2t||d d  }|j |j ksRt| }d|_ || }|j d ksvt||}|j d kstddddddd	d
g}|dd |D  }|D ]T}| }t|||}|j |j kst| }d|_ t|||}|j d kstqd S )Nzsomething elser.   r/   r0   rt   r2   r1   modr3   c                 S   s   g | ]}d | qS )r5   r   )r
  r=   r   r   r   r    s     zGTestNamePreservation.test_binop_maybe_preserve_name.<locals>.<listcomp>changed)rM   rO   r0   r   r.   r7   )r:   r   r>   cpr   r=   rX   r   r   r   test_binop_maybe_preserve_name  s,    

z3TestNamePreservation.test_binop_maybe_preserve_namec                 C   s   |d }|j |j kstd S r)   )rM   rO   )r:   r   r>   r   r   r   test_scalarop_preserve_name  s    z0TestNamePreservation.test_scalarop_preserve_nameN)rE   rF   rG   rq   rr   rs   r   tupler   arrayr   r   r   r  r  r  r   r   r   r   r    s
   & r  c                   @   s"   e Zd Zejdddd ZdS )TestInplaceOperationsz)dtype1, dtype2, dtype_expected, dtype_mul))Int64r#  r#  r#  )r   r   r   r   )r#  r   Float64r$  )r#  r$  r$  r$  c                 C   s   t dg|d}t dg|d}||7 }t dg|d}t|| ||8 }t dg|d}t|| ||9 }t dg|d}t|| d S )Nr4   r   r*   rJ   r   )r:   Zdtype1Zdtype2Zdtype_expectedZ	dtype_mulr   r  r?   r   r   r   test_series_inplace_ops!  s    z-TestInplaceOperations.test_series_inplace_opsN)rE   rF   rG   rq   rr   rs   r%  r   r   r   r   r"     s
   	r"  c              	   C   sj  | }t |dk rtd tj|jd< |d k}|jd r<t|jd rJt|d k}|jd s`t|jd sntd |k}|jd rt|jd rtd |k}|jd st|jd stt|j	st
|j	rd}tjt|d d |k W 5 Q R X tjt|d |d k W 5 Q R X nPd |k}|jd r.t|jd r>t|d k }|jd rVt|jd rftd S )Nr4   z%Test doesn't make sense on empty datar   zInvalid comparisonrz   )r    rq   skipr   rU   r   ZiatrO   r   r   r   r   r   )Zseries_with_simple_indexr;   r>   r   r   r   r   test_none_comparison<  s8    
r'  c                  C   s   t tdtjjtdtdddggdddgdd} t d	d
 tddD tjjtdddggddgdd}| jtjdgd d d d f  | }t ddddgtjjddddgdddgdd}t	
|| d S )N   abZxyr4   r*   num)r   rj   c                 S   s   g | ]}d | qS )  r   )r
  rh   r   r   r   r  s  s     z;test_series_varied_multiindex_alignment.<locals>.<listcomp>r+   rf   r+  i  i  i  )rf   r&   r4   )rf   r&   r*   )rf   r\   r4   )rf   r\   r*   )r   rb   r   Z
MultiIndexZfrom_productr   locZ
IndexSlicefrom_tuplesr,   rW   )r   r   r>   r?   r   r   r   'test_series_varied_multiindex_alignmentj  s(     $

r.  )*r   r   r8   Znumpyr   rq   r   Zpandas._libs.tslibsr   Zpandas.core.dtypes.commonr   r   Zpandasr   r   r   r   r	   r
   r   r   Zpandas._testingZ_testingr,   Zpandas.corer   r   Zpandas.core.computationr   r   Zfixturer   r"   r#   ru   r   r   r   r  r"  r'  r.  r   r   r   r   <module>   s>   $	   
m  6  &=N.