o
    d3                     @   s>  d Z ddlZddlZddlmZ ddlZddlm	Z
 ddlmZ ddlmZ dd Zejdd	 Zejd
d Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd ZG dd dejZG dd dejZG dd dejZG d d! d!ej Z!G d"d# d#ej"Z#G d$d% d%ej$Z%G d&d' d'ej&Z'G d(d) d)ej(Z)G d*d+ d+ej*Z+G d,d- d-ej,Z-G d.d/ d/ej.Z/G d0d1 d1ej0Z1G d2d3 d3ej2Z3G d4d5 d5ej4Z5G d6d7 d7ej6Z7G d8d9 d9ej8Z9G d:d; d;ej:Z;G d<d= d=ej<Z=G d>d? d?ej>Z?G d@dA dAej@ZAdS )Baj  
This file contains a minimal set of tests for compliance with the extension
array interface test suite, and should contain no other tests.
The test suite for the full functionality of the array is located in
`pandas/tests/arrays/`.

The tests in this file are inherited from the BaseExtensionTests, and only
minimal tweaks should be applied to get the tests passing (by overwriting a
parent method).

Additional tests should either be added to one of the BaseExtensionTests
classes (if they are relevant for the extension interface for all dtypes), or
be added to the array-specific tests in `pandas/tests/arrays/`.

    N)is_bool_dtypeBooleanDtype)basec                   C   s0   ddgd t jg ddgd  t jg ddg S )NTF   ,   )npnan r
   r
   W/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/extension/test_boolean.py	make_data   s   0r   c                   C   s   t  S Nr   r
   r
   r
   r   dtype      r   c                 C   s   t jt | dS )Nr   )pdarrayr   r   r
   r
   r   data$   s   r   c                 C   s   t jtd| dS )Nd   r   )r   r   r   Zonesr   r
   r
   r   data_for_twos)      r   c                 C   s   t jtjdg| dS )NTr   r   r   r   r	   r   r
   r
   r   data_missing.   r   r   c                 C   s   t jg d| dS )N)TTFr   )r   r   r   r
   r
   r   data_for_sorting3   s   r   c                 C   s   t jdtjdg| dS NTFr   r   r   r
   r
   r   data_missing_for_sorting8   s   r   c                   C   s   dd S )Nc                 S   s   | t ju o	|t ju S r   r   NA)xyr
   r
   r   <lambda>@   s    zna_cmp.<locals>.<lambda>r
   r
   r
   r
   r   na_cmp=   s   r!   c                   C   s   t jS r   r   r
   r
   r
   r   na_valueC   r   r"   c                 C   s*   d}d}t j}tj|||||||g| dS r   )r   r	   r   r   )r   banar
   r
   r   data_for_groupingH   s   r&   c                   @      e Zd ZdS )	TestDtypeN__name__
__module____qualname__r
   r
   r
   r   r(   P       r(   c                   @   r'   )TestInterfaceNr)   r
   r
   r
   r   r.   T   r-   r.   c                   @   r'   )TestConstructorsNr)   r
   r
   r
   r   r/   X   r-   r/   c                   @   r'   )TestGetitemNr)   r
   r
   r
   r   r0   \   r-   r0   c                   @   r'   )TestSetitemNr)   r
   r
   r
   r   r1   `   r-   r1   c                   @   r'   )	TestIndexNr)   r
   r
   r
   r   r2   d   r-   r2   c                   @   r'   )TestMissingNr)   r
   r
   r
   r   r3   h   r-   r3   c                       sf   e Zd ZddhZd fdd	ZefddZejj	dd	 fd
dZ
ejj	dd	 fddZ  ZS )TestArithmeticOps__sub____rsub__Nc                    s4   d }| dddv rt}t j||||d d S )N_r)powtruedivfloordivexc)striplstripNotImplementedErrorsupercheck_opnameselfsop_nameotherr=   	__class__r
   r   rB   o   s   zTestArithmeticOps.check_opnamec           	      C   s  |d u rf|| j v r*d}tjt|d ||| W d    d S 1 s#w   Y  d S |||}| |||}|dv r@|d}n|dv rS| |t||}|d}|dkr^tj||	 < | 
|| d S t| ||| W d    d S 1 s|w   Y  d S )Nznumpy boolean subtract)match)__floordiv____rfloordiv____pow____rpow____mod____rmod__ZInt8)__truediv____rtruediv__ZFloat64rN   )
implementspytestZraises	TypeErrorZ_combineastypefloatr   r	   isnaZassert_equal)	rD   objoprG   rF   r=   msgresultexpectedr
   r
   r   	_check_opw   s,   


	
"zTestArithmeticOps._check_opzInconsistency between floordiv and divmod; we raise for floordiv but not for divmod. This matches what we do for non-masked bool dtype.)reasonc                    s   t  || d S r   )rA   test_divmod_series_array)rD   r   r   rH   r
   r   r`      s   z*TestArithmeticOps.test_divmod_series_arrayc                    s   t  | d S r   )rA   test_divmod)rD   r   rH   r
   r   ra      s   zTestArithmeticOps.test_divmodr   )r*   r+   r,   rS   rB   r@   r^   rT   markZxfailr`   ra   __classcell__r
   r
   rH   r   r4   l   s    "r4   c                       s   e Zd Zd fdd	Z  ZS )TestComparisonOpsNc                    s   t  j|||d d d S )Nr<   )rA   rB   rC   rH   r
   r   rB      s   zTestComparisonOps.check_opnamer   )r*   r+   r,   rB   rc   r
   r
   rH   r   rd      s    rd   c                   @   r'   )TestReshapingNr)   r
   r
   r
   r   re      r-   re   c                   @   s(   e Zd ZdZdd Zdd Zdd ZdS )	TestMethodsbooleanc                 C   sP   t j|dd\}}tjg dtjd}|ddg}t|| | || d S )NT)Zuse_na_sentinel)r   r   rh      ri   r   r   r   r   )	r   	factorizer   r   intptaketmassert_numpy_array_equalassert_extension_array_equal)rD   r&   labelsuniquesZexpected_labelsZexpected_uniquesr
   r
   r   test_factorize   s
   zTestMethods.test_factorizec           	      C   s   t jddgdd}|\}}t|||g}|rt |}||dks&J |j|dddks1J ||dks:J |j|ddd	ksEJ ||ddg}tjddgtjd}t	
|| tddg}|j||d
dksqJ d S )NTFrg   r   r   right)Zsideri      )sorter)r   r   typeZ_from_sequenceSeriesZsearchsortedrl   r   rk   rm   rn   )	rD   r   Z	as_seriesr#   r$   Zarrr\   r]   ru   r
   r
   r   test_searchsorted   s   
zTestMethods.test_searchsortedc                 C   sr   |  dksJ | dksJ |g d}|  dksJ | dks'J |  dks/J | dks7J d S )Nr   rt   )rt   r   r   ri   ri   rt   ri   )ZargmaxZargminrl   )rD   r   r   r   r
   r
   r   test_argmin_argmax   s   zTestMethods.test_argmin_argmaxN)r*   r+   r,   Z_combine_le_expected_dtyperr   rx   ry   r
   r
   r
   r   rf      s
    	rf   c                   @   r'   )TestCastingNr)   r
   r
   r
   r   rz      r-   rz   c                   @   s|   e Zd ZdZdd Zej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ejdddgdd ZdS )TestGroupbyzw
    Groupby-specific tests are overridden because boolean only has 2
    unique values, base tests uses 3 groups.
    c                 C   s\   t g d|d}|djjd }|djjd }t|j|jj	 t
|j| d S )N)Br|   NNAr}   r|   r}   r|   r}   r   r|   )r   	DataFramegroupbyZgrouperZ	groupingsrm   rn   Zgrouping_vectorr}   valuesro   )rD   r&   dfZgr1Zgr2r
   r
   r   test_grouping_grouper   s   z!TestGroupby.test_grouping_grouperas_indexTFc           	      C   s   t g d|d}|jd|dj }t j|dd\}}|r8t j|dd}t jdd	g|d
d}| || d S t |dd	gd}| 	|| d S )Nri   ri   rt   rt      r   ri   r~   r|   )r   Tsortname      @      ?r}   indexr   )r|   r}   )
r   r   r   r}   meanrj   Indexrw   assert_series_equalassert_frame_equal)	rD   r   r&   r   r\   r7   rq   r   r]   r
   r
   r   test_groupby_extension_agg   s   z&TestGroupby.test_groupby_extension_aggc                 C   s   t g d|d}|jg d }|d}|dddi}| || |dd}| || |d }| || d S )Nr   r~   )r   rt   r   r}   r|   first)r   r   ilocZ	set_indexr   Zaggr   r   )rD   r&   r   r]   r\   r
   r
   r   test_groupby_agg_extension	  s   
z&TestGroupby.test_groupby_agg_extensionc                 C   sl   t g d|d}|jdddj }t j|dd\}}t j|dd}t jddg|d	d
}| || d S )Nr   r~   r|   Fr   r   r   r   r}   r   )	r   r   r   r}   r   rj   r   rw   r   )rD   r&   r   r\   r7   r   r]   r
   r
   r   test_groupby_extension_no_sort  s   z*TestGroupby.test_groupby_extension_no_sortc                 C   sV   ||    }tg d|d}|djt}tjg ddd}| || d S )N)ri   ri   r   r   ri   r~   r|   )r   r   rt   rt   r   r}   r   )	rX   r   r   r   r}   Z	transformlenrw   r   )rD   r&   Zvalidr   r\   r]   r
   r
   r    test_groupby_extension_transform"  s
   z,TestGroupby.test_groupby_extension_transformc                 C   sl   t g d|d}|jddd| |jdddj| |jddd| |jdddj| d S )Nr   r~   r|   F)Z
group_keysr}   )r   r   r   applyr}   r|   )rD   r&   Zgroupby_apply_opr   r
   r
   r   test_groupby_extension_apply+  s
   z(TestGroupby.test_groupby_extension_applyc                 C   s   t g d|d}|djdd }t j|jjg d j|jjddg j|jjd	d
g jgt jg ddddd}| 	|| d S )Nr   r~   r}   c                 S   s   | j S r   )r   )r   r
   r
   r   r    4  s    z9TestGroupby.test_groupby_apply_identity.<locals>.<lambda>)r   ri      rt   r   r      ri   rt   r   r   r|   r   )
r   r   r   r|   r   rw   r   r   r   r   rD   r&   r   r\   r]   r
   r
   r   test_groupby_apply_identity2  s   	z'TestGroupby.test_groupby_apply_identityc                 C   s^   t g d|g dd}|d j}|jjr!t ddg}nt dg}t	|| d S )Nr   )ri   ri   ri   ri   ri   ri   ri   )r}   r|   Cr}   r|   r   )
r   r   r   sumcolumnsr   Z_is_numericr   rm   Zassert_index_equalr   r
   r
   r   test_in_numeric_groupby@  s   z#TestGroupby.test_in_numeric_groupby	min_countr   
   c                 C   s   t g d|d}|dj|d}|dkr6t jdt jg ddd	it jg d
ddd}t|| d S t jdt jt jgd dd	it jg d
ddd}t|| d S )Nr   r~   r}   )r   r   r|   )r   r   r   ZInt64r   r   r   )r   r   )	r   r   r   r   r   r   rm   r   r   )rD   r&   r   r   r\   r]   r
   r
   r   test_groupby_sum_mincountQ  s   z%TestGroupby.test_groupby_sum_mincountN)r*   r+   r,   __doc__r   rT   rb   parametrizer   r   r   r   r   r   r   r   r
   r
   r
   r   r{      s    

		r{   c                   @   s   e Zd Zdd ZdS )TestNumericReducec                 C   s   |dkrt || }t |d| }nt |||d}t |d||d}t|r0tj}n|dv r8t|}t|| d S )Ncountfloat64skipna)minmax)	getattrrV   r   isnanr   r   boolrm   Zassert_almost_equalrD   rE   rF   r   r\   r]   r
   r
   r   check_reduced  s   
zTestNumericReduce.check_reduceN)r*   r+   r,   r   r
   r
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   r   r   c  s    r   c                   @   r'   )TestBooleanReduceNr)   r
   r
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   r   r   s  r-   r   c                   @   r'   )TestPrintingNr)   r
   r
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   r   r   w  r-   r   c                   @   r'   )TestUnaryOpsNr)   r
   r
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   r   r   {  r-   r   c                   @   s.   e Zd Zdd Zejdddgdd ZdS )	TestAccumulationc                 C   sX   t |||d}t t|d||d}tj||dd |dv r(t|s*J d S d S )Nr   r   F)Zcheck_dtype)ZcumminZcummax)r   r   rw   rV   rm   r   r   r   r
   r
   r   check_accumulate  s   z!TestAccumulation.check_accumulater   TFc                 C   s   d S r   r
   )rD   r   Zall_numeric_accumulationsr   r
   r
   r   test_accumulate_series_raises  s   z.TestAccumulation.test_accumulate_series_raisesN)r*   r+   r,   r   rT   rb   r   r   r
   r
   r
   r   r     s    r   c                   @   r'   )TestParsingNr)   r
   r
   r
   r   r     r-   r   c                   @   r'   )Test2DCompatNr)   r
   r
   r
   r   r     r-   r   )Br   numpyr   rT   Zpandas.core.dtypes.commonr   Zpandasr   Zpandas._testingZ_testingrm   Zpandas.core.arrays.booleanr   Zpandas.tests.extensionr   r   Zfixturer   r   r   r   r   r   r!   r"   r&   ZBaseDtypeTestsr(   ZBaseInterfaceTestsr.   ZBaseConstructorsTestsr/   ZBaseGetitemTestsr0   ZBaseSetitemTestsr1   ZBaseIndexTestsr2   ZBaseMissingTestsr3   ZBaseArithmeticOpsTestsr4   ZBaseComparisonOpsTestsrd   ZBaseReshapingTestsre   ZBaseMethodsTestsrf   ZBaseCastingTestsrz   ZBaseGroupbyTestsr{   ZBaseNumericReduceTestsr   ZBaseBooleanReduceTestsr   ZBasePrintingTestsr   ZBaseUnaryOpsTestsr   ZBaseAccumulateTestsr   ZBaseParsingTestsr   ZDim2CompatTestsr   r
   r
   r
   r   <module>   s^    








<5x