o
    Û­j8  ã                   @   s°  d Z ddlZddlZddlZddlmZmZ ddlm	Z	 ddl
mZmZmZ ddlZddlmZ ddlmZ ddlmZm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" eƒ r^e	 p`e Z#ej$ %d
¡ej$ %d¡ej$ %d¡gZ&dd„ Z'dd„ Z(dd„ Z)ej*eeeeeeee eeegd�dd„ ƒZ+ej*dd„ ƒZ,ej*dd„ ƒZ-ej*dd„ ƒZ.ej*dd„ ƒZ/ej*dd„ ƒZ0ej*d d!„ ƒZ1ej*d"d#„ ƒZ2G d$d%„ d%e"j3ƒZ4G d&d'„ d'e"j5ƒZ6dS )(aj  
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/`.

é    N)ÚIS64Úis_platform_windows)Únp_version_gt2)Úis_float_dtypeÚis_signed_integer_dtypeÚis_unsigned_integer_dtype)ÚBooleanDtype)ÚFloat32DtypeÚFloat64Dtype)Ú	Int8DtypeÚ
Int16DtypeÚ
Int32DtypeÚ
Int64DtypeÚ
UInt8DtypeÚUInt16DtypeÚUInt32DtypeÚUInt64Dtype)Úbasez9ignore:invalid value encountered in divide:RuntimeWarningz)ignore:Mean of empty slice:RuntimeWarningz4ignore:overflow encountered in reduce:RuntimeWarningc                   C   s4   t tddƒƒtjg t tddƒƒ tjg ddg S )Né   é	   é
   éb   éc   éd   )ÚlistÚrangeÚpdÚNA© r   r   ú_/var/www/html/CropPilot/venv/lib/python3.10/site-packages/pandas/tests/extension/test_masked.pyÚ	make_data@   s   4r    c                   C   s<   t t ddd¡ƒtjg t t ddd¡ƒ tjg ddg S )Nçš™™™™™¹?gÍÌÌÌÌÌì?r   gš™™™™™#@gÍÌÌÌÌÌ#@g      $@)r   ÚnpÚaranger   r   r   r   r   r   Úmake_float_dataD   s   ÿþýüÿr$   c                   C   s0   ddgd t jg ddgd  t jg ddg S )NTFé   é,   )r"   Únanr   r   r   r   Úmake_bool_dataN   s   0r(   )Úparamsc                 C   s   |   ¡ S ©N)Úparam)Úrequestr   r   r   ÚdtypeR   s   r-   c                 C   s8   | j dkr	tƒ }n| j dkrtƒ }ntƒ }tj|| d�S )NÚfÚb©r-   )Úkindr$   r(   r    r   Úarray)r-   Údatar   r   r   r3   e   s   

r3   c                 C   s6   | j dkrtjt d¡| d�S tjt d¡d | d�S )Nr/   r   r0   é   )r1   r   r2   r"   Úonesr0   r   r   r   Údata_for_twosp   s   
r6   c                 C   sP   | j dkrtjtjdg| d�S | j dkrtjtjdg| d�S tjtjdg| d�S )Nr.   r!   r0   r/   Tr   ©r1   r   r2   r   r"   r'   r0   r   r   r   Údata_missingw   s
   

r8   c                 C   sJ   | j dkrtjg d¢| d�S | j dkrtjg d¢| d�S tjg d¢| d�S )Nr.   )r!   çš™™™™™É?ç        r0   r/   )TTF)r   r4   r   )r1   r   r2   r0   r   r   r   Údata_for_sorting€   s
   

r;   c                 C   sV   | j dkrtjdtjdg| d�S | j dkr tjdtjdg| d�S tjdtjd	g| d�S )
Nr.   r!   r:   r0   r/   TFr   r   r7   r0   r   r   r   Údata_missing_for_sorting‰   s
   

r<   c                   C   s   dd„ S )Nc                 S   s   | t ju o	|t ju S r*   )r   r   )ÚxÚyr   r   r   Ú<lambda>•   s    zna_cmp.<locals>.<lambda>r   r   r   r   r   Úna_cmp’   s   r@   c              	   C   s`   | j dkrd}d}d}n| j dkrd}d}|}nd}d	}d
}tj}tj||||||||g| d�S )Nr.   r!   r:   r9   r/   TFr   r   r4   r0   )r1   r   r   r2   )r-   r/   ÚaÚcÚnar   r   r   Údata_for_grouping˜   s   

rD   c                       sÒ   e Zd Zej dddg¡dd„ ƒZdd„ Zdd	„ Zd
e	fdd„Z
‡ fdd„Z‡ fdd„Zdejd
e	defdd„Zdejd
e	defdd„Zd
e	defdd„Zdejd
e	defdd„Zdejd
e	defdd„Z‡  ZS )ÚTestMaskedArraysÚ	na_actionNÚignorec                 C   sH   |j dd„ |d�}|jtƒ kr|jdtjd�}n| ¡ }t ||¡ d S )Nc                 S   s   | S r*   r   ©r=   r   r   r   r?   ®   ó    z+TestMaskedArrays.test_map.<locals>.<lambda>©rF   Úfloat64)r-   Úna_value)Úmapr-   r	   Úto_numpyr"   r'   ÚtmÚassert_numpy_array_equal)Úselfr8   rF   ÚresultÚexpectedr   r   r   Útest_map¬   s
   zTestMaskedArrays.test_mapc                    sd   |d ‰ |j ‡ fdd„dd�}|jjdkr!tjdtjdgtd�}n	t ˆ tjˆ g¡}t	 
||¡ d S )	Nr4   c                    s   ˆ S r*   r   rH   ©Úzeror   r   r?   ¸   rI   z<TestMaskedArrays.test_map_na_action_ignore.<locals>.<lambda>rG   rJ   r/   Fr0   )rM   r-   r1   r"   r2   r   r   Úobjectr'   rO   rP   )rQ   r<   rR   rS   r   rU   r   Útest_map_na_action_ignore¶   s   z*TestMaskedArrays.test_map_na_action_ignorec                 C   sb   zt  |¡}W n ty   t  |¡}Y nw |jdkr/| d¡ d¡dv r'tS |dv r-tS d S d S )Nr/   Ú_Úr)ÚpowÚtruedivÚfloordiv)Ú__sub__Ú__rsub__)rO   Ú	get_dtypeÚAttributeErrorr1   ÚstripÚlstripÚNotImplementedErrorÚ	TypeError)rQ   Úop_nameÚobjÚotherr-   r   r   r   Ú_get_expected_exception¿   s   þ
z(TestMaskedArrays._get_expected_exceptionrf   c           
      C   s  t  |¡}|}|dv r| d¡S |jdv rI|dv rBt ¡ � tjddtd� | t	j
¡}W d   ƒ n1 s6w   Y  | d¡}|S | |¡}|S |jd	kr„|d
v rX| d¡}n|dv rp|  |¡}|  | t¡||¡}| d¡}|dkr‚t||ƒ|ƒ}	t	j
||	 ¡ < |S | |¡}|S )N)ÚeqÚneÚleÚgeÚltÚgtÚbooleanÚiu)Ú__rtruediv__Ú__truediv__Ú__div__rG   zDowncasting object dtype arrays)ÚcategoryÚFloat64r/   )Ú__floordiv__Ú__rfloordiv__Ú__pow__Ú__rpow__Ú__mod__Ú__rmod__ÚInt8)rs   rr   rz   )rO   r`   Úastyper1   ÚwarningsÚcatch_warningsÚfilterwarningsÚFutureWarningÚfillnar"   r'   Úget_op_from_nameÚ_combineÚfloatÚgetattrÚisna)
rQ   rf   rg   rh   Úpointwise_resultÚsdtyperS   ÚfilledÚoprR   r   r   r   Ú_cast_pointwise_resultÐ   s>   



ýú

å
æ	


ÿz'TestMaskedArrays._cast_pointwise_resultc                    s6   |j jdkrtjjdd�}| |¡ tƒ  ||¡ d S )Nr/   z‡Inconsistency between floordiv and divmod; we raise for floordiv but not for divmod. This matches what we do for non-masked bool dtype.©Úreason)r-   r1   ÚpytestÚmarkÚxfailÚapplymarkerÚsuperÚtest_divmod_series_array)rQ   r3   r6   r,   r‘   ©Ú	__class__r   r   r•      s   ÿ
z)TestMaskedArrays.test_divmod_series_arrayc                    s6   |dƒ\}}|j jdkrd| _nt| _tƒ  |¡ d S )Nr4   r/   rp   )r-   r1   Ú_combine_le_expected_dtyperW   r”   Útest_combine_le)rQ   Údata_repeatedÚ
orig_data1Ú
orig_data2r–   r   r   r™   
  s
   z TestMaskedArrays.test_combine_leÚserÚreturnc                 C   s$   |dv r|j jdkrtjdd� dS )N©ÚanyÚallr/   z-Tested in tests/reductions/test_reductions.pyrŽ   T)r-   r1   r�   Úskip©rQ   r�   rf   r   r   r   Ú_supports_reduction  s   z$TestMaskedArrays._supports_reductionÚskipnac                 C   s°   d}|j jdkr|j j}n|j jdkr|dv rd}| ¡  |¡}|dkr1t||ƒƒ }t||ƒƒ }nt||ƒ|d�}t||ƒ|d�}|sP| ¡  ¡ rP|dvrPtj	}t
 ||¡ d S )	NÚint64r.   r/   ©ÚminÚmaxÚboolÚcount©r¥   rŸ   )r-   r1   Únumpy_dtypeÚdropnar~   r‡   rˆ   r    r   r   rO   Úassert_almost_equal)rQ   r�   rf   r¥   Ú	cmp_dtypeÚaltrR   rS   r   r   r   Úcheck_reduce  s   
zTestMaskedArrays.check_reducec                 C   s
  t |jƒr|jj}|S |dv rd}|S |dv r|jj}|S |jdv r(|jj}|S t|jƒr>tƒ r4tr6|r6ts:d}|S d}|S t|jƒrTtƒ rJtrL|rLtsPd}|S d}|S |jjd	kr�|dv rbd}|S |d
v rjd}|S |dv r}tƒ rutrw|rwtsydnd}|S t	dƒ‚t	dƒ‚)N)ÚmeanÚmedianÚvarÚstdÚskewrv   )r©   r¨   )ÚInt64ÚUInt64ÚInt32r¸   ÚUInt32r¹   r/   r§   rp   )ÚsumÚprodznot supposed to reach this)
r   r-   Únamer   r   r   r   r   r1   re   )rQ   Úarrrf   r¥   r°   r   r   r   Ú_get_expected_reduction_dtype4  sz   
&Û$Ý"
ß 
áÿÿÿþÿçü
éÿÿÿþÿîüðóõÿÿÿþü
ýz.TestMaskedArrays._get_expected_reduction_dtypec                 C   s   dS )NTr   r£   r   r   r   Ú_supports_accumulation^  s   z'TestMaskedArrays._supports_accumulationc                 C   sº  d}t r|jjdksd}|jj d¡rd|› �}n*|jj d¡r&d|› �}n|jj d¡r1|j}n|jjd	krC|d
v r>d}nd|› �}|dkrX|dkrX|rXt d|› d|› �¡ |dkrt||ƒ|d�}t	 
t	jt| d¡|ƒ|d�|d�¡}t ||¡ d S |dv r§t||ƒ|d�}t	 
t	jt| d¡|ƒ|d�|jd�¡}t ||¡ d S |dkrÖt|d d… |ƒ|d�}t	 
t	jt|d d…  d¡|ƒ|d�|d�¡}t ||¡ d S t|› d�ƒ‚)Né@   é   é    ÚUÚUIntÚIÚIntÚFr/   )ÚcumminÚcummaxrp   ÚFloat32Úcumprodz4Float32 precision lead to large differences with op z and skipna=Úcumsumr¬   rK   r0   )rË   rÊ   é   z not supported)Úis_windows_or_32bitr-   Úitemsizer¾   Ú
startswithr1   r�   r¢   r‡   r   ÚSeriesr2   r~   rO   Úassert_series_equalrd   )rQ   r�   rf   r¥   ÚlengthÚexpected_dtyperR   rS   r   r   r   Úcheck_accumulatea  s`   
ÿÿþÿþÿþÿz!TestMaskedArrays.check_accumulate)Ú__name__Ú
__module__Ú__qualname__r�   r‘   ÚparametrizerT   rX   ri   Ústrr�   r•   r™   r   rÓ   rª   r¤   r²   rÀ   rÁ   r×   Ú__classcell__r   r   r–   r   rE   «   s    
		0

* rE   c                   @   s   e Zd ZdS )ÚTest2DCompatN)rØ   rÙ   rÚ   r   r   r   r   rÞ      s    rÞ   )7Ú__doc__r   Únumpyr"   r�   Úpandas.compatr   r   Úpandas.compat.numpyr   Úpandas.core.dtypes.commonr   r   r   Úpandasr   Úpandas._testingÚ_testingrO   Úpandas.core.arrays.booleanr   Úpandas.core.arrays.floatingr	   r
   Úpandas.core.arrays.integerr   r   r   r   r   r   r   r   Úpandas.tests.extensionr   rÐ   r‘   r�   Ú
pytestmarkr    r$   r(   Úfixturer-   r3   r6   r8   r;   r<   r@   rD   ÚExtensionTestsrE   ÚDim2CompatTestsrÞ   r   r   r   r   Ú<module>   sn    (
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