a
    Pªfch  ã                   @   s‚   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 d dl	m
Z
 d dlmZ d dlZd dlmZ d dlmZ G dd„ dƒZdS )	é    N)ÚDtype)Úis_bool_dtype)ÚNumpyEADtype)Úna_value_for_dtype)Únargsortc                   @   s  e Zd ZU dZdd„ Zdd„ Zej dddg¡d	d
„ ƒZ	dd„ Z
dd„ Zdd„ Zdd„ Zej dddg¡dd„ ƒZdd„ Zdd„ Zdd„ Zdd„ Zej d d!d"g¡d#d$„ ƒZej d d!d"g¡d%d&„ ƒZej d'd(d)d*d+d,dejfd-dejfd.d/g¡d0d1„ ƒZd2d3„ Zej d4d5ejg d6¢e d7¡d8fd9ejg d:¢e d7¡d8fg¡d;d<„ ƒZej d=ddg¡d>d?„ ƒZej d=ddg¡d@dA„ ƒZej d=ddg¡dBdC„ ƒZej dDg dE¢¡dFdG„ ƒZej dHe j!dIdJ„ g¡ej d dKdJ„ e j"g¡dLdM„ ƒƒZ#dNdO„ Z$dPdQ„ Z%dRdS„ Z&dTdU„ Z'dVdW„ Z(dXdY„ Z)e*dZƒZ+e,e-d[< d\d]„ Z.d^d_„ Z/d`da„ Z0ej dbddg¡ej dcddg de¢fdfg dg¢fdhg di¢fg¡djdk„ ƒƒZ1dldm„ Z2ej dndoddg¡dpdq„ ƒZ3ej dcdrdsdsggdsdodsggdfdfdoggdodsdfggdtdsdsggg¡dudv„ ƒZ4ej dng dw¢¡dxdy„ ƒZ5dzd{„ Z6d|d}„ Z7d~d„ Z8d€d„ Z9d‚dƒ„ Z:d„d…„ Z;d†d‡„ Z<ej dˆdfdodhg d‰¢g¡dŠd‹„ ƒZ=ej dŒdhddoie>dfdsi e>dŽfdodhgi e>dfdhdd‘ie?d’fg¡d“d”„ ƒZ@d•d–„ ZAd—d˜„ ZBd™dš„ ZCd›dœ„ ZDej dHe je j!e jEg¡ddž„ ƒZFdŸd „ ZGdS )¡ÚBaseMethodsTestsz%Various Series and DataFrame methods.c                 C   s@   ddl m} |jd|dd}|jtjks,J ‚|j|jks<J ‚d S )Nr   )Ú_default_hash_keyzutf-8F)ÚencodingZhash_keyZ
categorize)Zpandas.core.util.hashingr   Z_hash_pandas_objectÚdtypeÚnpZuint64Úshape)ÚselfÚdatar   Úres© r   ú\/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/extension/base/methods.pyÚtest_hash_pandas_object   s    ÿz(BaseMethodsTests.test_hash_pandas_objectc                 C   sF   t |dƒst dt|ƒ› ¡ t |j¡}|jd }|jdu sBJ ‚d S )NÚvalue_countsz$value_counts is not implemented for ÚdropnaT)	ÚhasattrÚpytestÚskipÚtypeÚinspectÚ	signaturer   Ú
parametersÚdefault)r   r   ÚsigÚkwargr   r   r   Ú test_value_counts_default_dropna    s
    

z1BaseMethodsTests.test_value_counts_default_dropnar   TFc                 C   s`   |d d… }|r ||  ¡   }n|}t |¡j|d ¡ }t |¡j|d ¡ }t ||¡ d S )Né
   )r   )ÚisnaÚpdÚSeriesr   Ú
sort_indexÚtmÚassert_series_equal)r   Zall_datar   ÚotherÚresultÚexpectedr   r   r   Útest_value_counts(   s    z"BaseMethodsTests.test_value_countsc                 C   s  |d d…   ¡ }t || ¡   ¡}tj||jd}|jdd ¡ }t	|tj
ƒsvtjdt|ƒ gt|ƒ |jdd}n&tjd|jdd}dt|ƒ ||d	k< t|jd
dƒdks¼t	|jtjƒrÈ| d¡}n:t|jd
dƒdkræ| d¡}nt|jƒtju r| d¡}t ||¡ d S )Nr    ©r
   T)Ú	normalizeé   Z
proportion)ÚindexÚnameg        r   ZstorageÚ Zpyarrowzdouble[pyarrow]Zpyarrow_numpyZfloat64ZFloat64)Úuniquer   Úarrayr!   r"   r#   r
   r   r$   Ú
isinstanceZCategoricalÚlenr.   ÚgetattrZ
ArrowDtypeZastyper   ZNAr%   r&   )r   r   ÚvaluesÚserr(   r)   r   r   r   Ú test_value_counts_with_normalize5   s&    ÿÿ
z1BaseMethodsTests.test_value_counts_with_normalizec                 C   s8   t  d|i¡}|jdd}t  ddg¡}t ||¡ d S )NÚAÚcolumns©Úaxisr   r-   )r"   Ú	DataFrameÚcountr#   r%   r&   )r   Údata_missingÚdfr(   r)   r   r   r   Ú
test_countS   s    zBaseMethodsTests.test_countc                 C   s&   t  |¡}| ¡ }d}||ks"J ‚d S )Nr-   )r"   r#   r>   )r   r?   r7   r(   r)   r   r   r   Útest_series_countY   s    
z"BaseMethodsTests.test_series_countc                 C   s$   t  |¡ t¡}t|t jƒs J ‚d S ©N)r"   r#   ÚapplyÚidr3   ©r   r   r(   r   r   r   Útest_apply_simple_series`   s    z)BaseMethodsTests.test_apply_simple_seriesÚ	na_actionNÚignorec                 C   s*   |j dd„ |d}| ¡ }t ||¡ d S )Nc                 S   s   | S rC   r   ©Úxr   r   r   Ú<lambda>f   ó    z+BaseMethodsTests.test_map.<locals>.<lambda>)rH   )ÚmapZto_numpyr%   Úassert_numpy_array_equal)r   r?   rH   r(   r)   r   r   r   Útest_mapd   s    zBaseMethodsTests.test_mapc                 C   s8   t  |¡ ¡ }t  tjg d¢tjd¡}t ||¡ d S ©N©é   r   r-   r+   )r"   r#   Úargsortr   r2   Úintpr%   r&   )r   Údata_for_sortingr(   r)   r   r   r   Útest_argsortj   s    zBaseMethodsTests.test_argsortc                 C   s,   |  ¡ }tjg d¢tjd}t ||¡ d S rQ   )rT   r   r2   rU   r%   rO   )r   Údata_missing_for_sortingr(   r)   r   r   r   Útest_argsort_missing_arrayp   s    z+BaseMethodsTests.test_argsort_missing_arrayc                 C   sj   d}t jt|d t |¡ ¡ }W d   ƒ n1 s60    Y  t tjg d¢tjd¡}t  	||¡ d S )Nz;The behavior of Series.argsort in the presence of NA values©Úmatch)r-   éÿÿÿÿr   r+   )
r%   Úassert_produces_warningÚFutureWarningr"   r#   rT   r   r2   rU   r&   )r   rX   Úmsgr(   r)   r   r   r   Útest_argsort_missingv   s
    ,z%BaseMethodsTests.test_argsort_missingc                 C   sŽ   |j j}d}d}|rd}d}| ¡ |ks,J ‚| ¡ dks<J ‚| g d¢¡}| ¡ |ksZJ ‚| ¡ dksjJ ‚| ¡ dkszJ ‚| ¡ dksŠJ ‚d S )Nr-   é   r   rS   )rS   r   r   r-   r-   rS   )r
   Ú_is_booleanÚargmaxÚargminÚtake)r   rV   rX   Úna_valueÚis_boolZ
exp_argmaxZexp_argmax_repeatedr   r   r   r   Útest_argmin_argmax}   s    z#BaseMethodsTests.test_argmin_argmaxÚmethodrc   rd   c                 C   sJ   d}t jt|d$ t|d d… |ƒƒ  W d   ƒ n1 s<0    Y  d S )Núattempt to getrZ   r   )r   ÚraisesÚ
ValueErrorr5   )r   ri   r   Úerr_msgr   r   r   Útest_argmin_argmax_empty_array–   s    z/BaseMethodsTests.test_argmin_argmax_empty_arrayc                 C   sZ   d}t |ƒj||g|jd}tjt|d t||ƒƒ  W d   ƒ n1 sL0    Y  d S )Nrj   r+   rZ   )r   Ú_from_sequencer
   r   rk   rl   r5   )r   ri   r   rf   rm   Údata_nar   r   r   Útest_argmin_argmax_all_na   s    z*BaseMethodsTests.test_argmin_argmax_all_nazop_name, skipna, expected)ÚidxmaxTr   )ÚidxminTrS   )rc   Tr   )rd   TrS   rr   rs   )rc   Fr\   )rd   Fr\   c           	      C   s˜   d }d}|  d¡r|dkrt}|  d¡r@t |¡r@t}d|› }t |¡}tj||d  t||ƒ|d}W d   ƒ n1 s~0    Y  t 	||¡ d S )Nz$The behavior of Series.argmax/argminÚargr\   ÚidxzThe behavior of Series.rZ   ©Úskipna)
Ú
startswithr^   r   Úisnanr"   r#   r%   r]   r5   Zassert_almost_equal)	r   rX   Zop_namerw   r)   Úwarnr_   r7   r(   r   r   r   Útest_argreduce_series¥   s    

.z&BaseMethodsTests.test_argreduce_seriesc                 C   s|   |}t jtdd |jdd W d   ƒ n1 s40    Y  t jtdd |jdd W d   ƒ n1 sn0    Y  d S )Nr0   rZ   Frv   )r   rk   ÚNotImplementedErrorrd   rc   )r   rX   r   r   r   r   Ú+test_argmax_argmin_no_skipna_notimplementedÂ   s
    *z<BaseMethodsTests.test_argmax_argmin_no_skipna_notimplementedzna_position, expectedÚlastrR   rU   r+   Úfirst©r-   rS   r   c                 C   s   t ||d}t ||¡ d S )N)Úna_position)r   r%   rO   )r   rX   r   r)   r(   r   r   r   Útest_nargsortÌ   s    	zBaseMethodsTests.test_nargsortÚ	ascendingc                 C   sd   t  |¡}|j||d}|jg d¢ }|sT| ¡ dkrF|jg d¢ }n|jg d¢ }t ||¡ d S )N©rƒ   ÚkeyrR   rS   )r   r-   rS   )r-   r   rS   )r"   r#   Úsort_valuesÚilocZnuniquer%   r&   )r   rV   rƒ   Úsort_by_keyr7   r(   r)   r   r   r   Útest_sort_valuesØ   s    
z!BaseMethodsTests.test_sort_valuesc                 C   sJ   t  |¡}|j||d}|r,|jg d¢ }n|jg d¢ }t ||¡ d S )Nr„   rR   )r   rS   r-   )r"   r#   r†   r‡   r%   r&   )r   rX   rƒ   rˆ   r7   r(   r)   r   r   r   Útest_sort_values_missingæ   s    
z)BaseMethodsTests.test_sort_values_missingc                 C   sX   t  g d¢|dœ¡}| ddg¡}t jg d¢| g d¢¡dœg d¢d}t ||¡ d S )N)r-   rS   r-   ©r9   ÚBr9   rŒ   )r-   r-   rS   rR   ©r.   )r"   r=   r†   re   r%   Úassert_frame_equal)r   rV   rƒ   r@   r(   r)   r   r   r   Útest_sort_values_frameò   s    ÿz'BaseMethodsTests.test_sort_values_frameÚkeep)r   r~   Fc                 C   sh   |  g d¢¡}|j|d}|dkr2t g d¢¡}n&|dkrJt g d¢¡}nt g d¢¡}t ||¡ d S )N)r   r-   r   r-   )r   r   )FFTTr~   ©TTFF)TTTT)re   Ú
duplicatedr   r2   r%   rO   )r   r   r   Úarrr(   r)   r   r   r   Útest_duplicatedû   s    z BaseMethodsTests.test_duplicatedÚboxc                 C   s   | S rC   r   rJ   r   r   r   rL     rM   zBaseMethodsTests.<lambda>c                 C   s   |   ¡ S rC   )r1   rJ   r   r   r   rL     rM   c                 C   sb   ||j |d |d g|jdƒ}||ƒ}t|ƒdks8J ‚t|t|ƒƒsJJ ‚|d |d ks^J ‚d S )Nr   r+   r-   )ro   r
   r4   r3   r   )r   r   r•   ri   r’   r(   r   r   r   Útest_unique  s
     zBaseMethodsTests.test_uniquec                 C   s€   t j|dd\}}|jj}|rBtjg d¢tjd}| ddg¡}n"tjg d¢tjd}| g d¢¡}t 	||¡ t 
||¡ d S )	NT©Zuse_na_sentinel)r   r   r\   r\   r-   r-   r   r   r+   r   é   )r   r   r\   r\   r-   r-   r   rS   )r   r˜   é   )r"   Ú	factorizer
   rb   r   r2   rU   re   r%   rO   Úassert_extension_array_equal)r   Údata_for_groupingÚcodesÚuniquesrg   Úexpected_codesÚexpected_uniquesr   r   r   Útest_factorize  s    zBaseMethodsTests.test_factorizec                 C   sh   t j|dd\}}|jdd\}}t ||¡ t ||¡ t|ƒtt  |¡ƒksTJ ‚|j|jksdJ ‚d S )NTr—   )r"   rš   r%   rO   r›   r4   r1   r
   )r   rœ   Zcodes_1Z	uniques_1Zcodes_2Z	uniques_2r   r   r   Útest_factorize_equivalence!  s    z+BaseMethodsTests.test_factorize_equivalencec                 C   s^   t  |d d… ¡\}}tjg tjd}t|ƒjg |d d… jd}t 	||¡ t 
||¡ d S )Nr   r+   )r"   rš   r   r2   rU   r   ro   r
   r%   rO   r›   )r   r   r   rž   rŸ   r    r   r   r   Útest_factorize_empty*  s
    z%BaseMethodsTests.test_factorize_emptyc                 C   sR   |  ddg¡}t d|i¡}| ¡ }|jd }| |¡}||jd< t ||¡ d S )Nr-   r9   )r   r   )re   r"   r=   Úcopyr‡   Úfillnar%   rŽ   )r   r?   r“   r@   Zdf_origÚ
filled_valr(   r   r   r   Útest_fillna_copy_frame2  s    


z'BaseMethodsTests.test_fillna_copy_framec                 C   sP   |  ddg¡}tj|dd}| ¡ }|d }| |¡}||jd< t ||¡ d S )Nr-   F)r¤   r   )re   r"   r#   r¤   r¥   r‡   r%   r&   )r   r?   r“   r7   Zser_origr¦   r(   r   r   r   Útest_fillna_copy_series>  s    

z(BaseMethodsTests.test_fillna_copy_seriesc                 C   sH   d}t jt|d" | | dg¡¡ W d   ƒ n1 s:0    Y  d S )Nz!Length of 'value' does not match.rZ   r-   )r   rk   rl   r¥   re   )r   r?   r_   r   r   r   Útest_fillna_length_mismatchI  s    z,BaseMethodsTests.test_fillna_length_mismatchÚboolÚ_combine_le_expected_dtypec                    s¼   |dƒ\}}t  |¡}t  |¡}| |dd„ ¡}t  t jdd„ tt|ƒt|ƒƒD ƒ| jd¡}t ||¡ |j	d ‰ | ˆ dd„ ¡}t  t j‡ fd	d„t|ƒD ƒ| jd¡}t ||¡ d S )
NrS   c                 S   s   | |kS rC   r   ©Úx1Zx2r   r   r   rL   W  rM   z2BaseMethodsTests.test_combine_le.<locals>.<lambda>c                 S   s   g | ]\}}||k‘qS r   r   ©Ú.0ÚaÚbr   r   r   Ú
<listcomp>Z  rM   z4BaseMethodsTests.test_combine_le.<locals>.<listcomp>r+   r   c                 S   s   | |kS rC   r   r¬   r   r   r   rL   a  rM   c                    s   g | ]}|ˆ k‘qS r   r   ©r¯   r°   ©Úvalr   r   r²   d  rM   )
r"   r#   Úcombiner2   ÚzipÚlistr«   r%   r&   r‡   )r   Údata_repeatedÚ
orig_data1Ú
orig_data2Ús1Ús2r(   r)   r   r´   r   Útest_combine_leQ  s(    

þÿ
þÿz BaseMethodsTests.test_combine_lec                    s0  |dƒ\}}t  |¡}t  |¡}zXtjdd8 t  | dd„ tt|ƒt|ƒƒD ƒ¡¡}W d   ƒ n1 sl0    Y  W nN tyÆ   t 	t¡  | 
|dd„ ¡ W d   ƒ n1 s¶0    Y  Y d S 0 | 
|dd„ ¡}t ||¡ |jd	 ‰ | 
ˆ d
d„ ¡}t  | ‡ fdd„t|ƒD ƒ¡¡}t ||¡ d S )NrS   rI   )Zoverc                 S   s   g | ]\}}|| ‘qS r   r   r®   r   r   r   r²   v  rM   z5BaseMethodsTests.test_combine_add.<locals>.<listcomp>c                 S   s   | | S rC   r   r¬   r   r   r   rL   }  rM   z3BaseMethodsTests.test_combine_add.<locals>.<lambda>c                 S   s   | | S rC   r   r¬   r   r   r   rL   €  rM   r   c                 S   s   | | S rC   r   r¬   r   r   r   rL   „  rM   c                    s   g | ]}|ˆ  ‘qS r   r   r³   r´   r   r   r²   †  rM   )r"   r#   r   Zerrstatero   r·   r¸   Ú	TypeErrorr   rk   r¶   r%   r&   r‡   )r   r¹   rº   r»   r¼   r½   r)   r(   r   r´   r   Útest_combine_addj  s,    

ÿÿ&.
ÿz!BaseMethodsTests.test_combine_addc                 C   sX   t  |d d… ¡}t j|dd… g d¢d}| |¡}t  |d d… ¡}t ||¡ d S )Nra   rS   é   )rS   ra   r˜   r   )r"   r#   Zcombine_firstr%   r&   )r   r   r°   r±   r(   r)   r   r   r   Útest_combine_firstŠ  s
    
z#BaseMethodsTests.test_combine_firstÚframezperiods, indiceséþÿÿÿ)rS   ra   r˜   r\   r\   r   )r   r-   rS   ra   r˜   rS   )r\   r\   r   r-   rS   c           	      C   sž   |d d… }t j|dd}t j|j|dddd}|r€|jddjdd |¡}t j|t jdgd dd |¡gdd	}tj}n| |¡}tj	}|||ƒ d S )
NrÁ   r9   ©r/   T©Z
allow_fillr-   )rŒ   rŒ   r;   )
r"   r#   re   Úto_frameZassignÚshiftÚconcatr%   rŽ   r&   )	r   r   rÃ   ÚperiodsÚindicesÚsubsetr)   r(   Úcomparer   r   r   Útest_container_shift’  s    ÿ
z%BaseMethodsTests.test_container_shiftc                 C   sB   |  d¡}|d |d ksJ ‚|d |d< |d |d ks>J ‚d S )Nr   r-   ©rÈ   rF   r   r   r   Útest_shift_0_periods©  s    
z%BaseMethodsTests.test_shift_0_periodsrÊ   r-   c           	      C   sü   |d d… }t |jƒrtj}ntj}z|||ƒ W n& tyX   t t|ƒ› d¡ Y n0 t	 
|¡}| |¡}t	 
||| |¡ƒ¡}t ||¡ t	 |dgd dœ¡}| |¡}|dkrÊtjddddg}ndddtjtjg}t	 ||dœ¡}t ||¡ d S )NrÁ   z does not support diffg      ð?r‹   r-   r   )r   r
   ÚoperatorÚxorÚsubÚ	Exceptionr   r   r   r"   r#   ÚdiffrÈ   r%   r&   r=   r   ÚnanrŽ   )	r   r   rÊ   ÚopÚsr(   r)   r@   r±   r   r   r   Ú	test_diff°  s&    



zBaseMethodsTests.test_difféüÿÿÿr\   r˜   c                 C   s4   |d d… }|  |¡}|j|dd}t ||¡ d S )NrS   TrÆ   ©rÈ   re   r%   r›   )r   r   rÊ   rË   rÌ   r(   r)   r   r   r   Útest_shift_non_empty_arrayÊ  s    
z+BaseMethodsTests.test_shift_non_empty_array)rÚ   r\   r   r-   r˜   c                 C   s*   |d d… }|  |¡}|}t ||¡ d S )Nr   )rÈ   r%   r›   )r   r   rÊ   Úemptyr(   r)   r   r   r   Útest_shift_empty_arrayÕ  s    
z'BaseMethodsTests.test_shift_empty_arrayc                 C   s8   |  d¡}||usJ ‚|d d…   d¡}||us4J ‚d S )Nr   rS   rÏ   rF   r   r   r   Útest_shift_zero_copiesÝ  s    
z'BaseMethodsTests.test_shift_zero_copiesc                 C   sh   |d d… }|d }|j d|d}| g d¢¡}t ||¡ |j d|d}| g d¢¡}t ||¡ d S )Nr˜   r   r-   )Ú
fill_value)r   r   r-   rS   rÄ   )rS   ra   r   r   rÛ   )r   r   r“   rà   r(   r)   r   r   r   Útest_shift_fill_valueå  s    z&BaseMethodsTests.test_shift_fill_valuec                 C   s:   t jtdd t|ƒ W d   ƒ n1 s,0    Y  d S )Nzunhashable typerZ   )r   rk   r¿   Úhash©r   r   r   r   r   Útest_not_hashableð  s    z"BaseMethodsTests.test_not_hashablec                 C   s>   t  |¡}|r| ¡ }t j |¡}t j |¡}t ||¡ d S rC   )r"   r#   rÇ   ÚutilZhash_pandas_objectr%   Úassert_equal)r   r   Úas_framer°   r±   r   r   r   Útest_hash_pandas_object_worksõ  s    
z.BaseMethodsTests.test_hash_pandas_object_worksc           
      C   s  |j jr|  ||¡S |\}}}| g d¢¡}|r:t |¡}| |¡dksLJ ‚|j|dddksbJ ‚| |¡dkstJ ‚|j|dddksŠJ ‚| |¡dksœJ ‚|j|dddks²J ‚| | ddg¡¡}tjddgtj	d}t
 ||¡ t g d	¢¡}	|j||	d
dksJ ‚d S )NrR   r   Úright©Zsider-   rS   ra   r+   r€   ©Úsorter)r
   rb   Ú_test_searchsorted_bool_dtypesre   r"   r#   Úsearchsortedr   r2   rU   r%   rO   )
r   rV   Ú	as_seriesr±   Úcr°   r“   r(   r)   rì   r   r   r   Útest_searchsortedþ  s"    

z"BaseMethodsTests.test_searchsortedc           
      C   sì   |j }tjddg|d}|\}}t|ƒ ||g¡}|r@t |¡}| |¡dksRJ ‚|j|dddkshJ ‚| |¡dkszJ ‚|j|dddksJ ‚| | ddg¡¡}tjddgtj	d}t
 ||¡ t ddg¡}	|j||	d	dksèJ ‚d S )
NTFr+   r   ré   rê   r-   rS   rë   )r
   r"   r2   r   ro   r#   rî   re   r   rU   r%   rO   )
r   rV   rï   r
   r±   r°   r“   r(   r)   rì   r   r   r   rí     s    
z/BaseMethodsTests._test_searchsorted_bool_dtypesc                 C   s¦  |d |d ksJ ‚t |ƒ}|d d… \}}t |j||||g|jd¡}| ¡ }t g d¢¡}	|r||jdd}|	 	dd¡}	| 
|	¡}
t |j||||g|jd¡}|r´|jdd}t |
|¡ |j|	 d	d
 t ||¡ | ¡ }|rô|jdd}t g d¢¡}	|j||||g|jd}|r<t d|i¡}t d|	i¡}	| 
|	|¡}
t |j||||g|jd¡}|rx|jdd}t |
|¡ |j|	 |d	d
 t ||¡ d S )Nr   r-   rS   r+   r‘   r°   rÅ   r\   T)Zinplace)TFTT)r   r"   r#   ro   r
   r¤   r   r2   rÇ   ZreshapeÚwherer%   ræ   Úmaskr=   )r   r   rf   rç   Úclsr°   r±   Úorigr7   Zcondr(   r)   r'   r   r   r   Útest_where_series3  sB    
ÿz"BaseMethodsTests.test_where_seriesÚrepeats)r-   rS   ra   c                 C   s®   t |ƒj|d d… |jd}|r*t |¡}|r:t ||¡n| |¡}t|tƒrX|gd n|}dd„ t	||ƒD ƒ}t |ƒj||jd}|ržtj||j
 |¡d}t ||¡ d S )Nra   r+   c                 S   s"   g | ]\}}t |ƒD ]}|‘qqS r   )Úrange)r¯   rK   ÚnÚ_r   r   r   r²   g  rM   z0BaseMethodsTests.test_repeat.<locals>.<listcomp>r   )r   ro   r
   r"   r#   r   Úrepeatr3   Úintr·   r.   r%   ræ   )r   r   r÷   rï   Ú	use_numpyr“   r(   r)   r   r   r   Útest_repeat^  s    
zBaseMethodsTests.test_repeatzrepeats, kwargs, error, msgr<   Únegativer   ZfooÚbarz'foo'c                 C   s^   t j||d< |r*tj||fi |¤Ž n|j|fi |¤Ž W d   ƒ n1 sP0    Y  d S )NrZ   )r   rk   r   rû   )r   r   r÷   ÚkwargsÚerrorr_   rý   r   r   r   Útest_repeat_raisesn  s    
z#BaseMethodsTests.test_repeat_raisesc                 C   sd   |  d¡}|dd … }t ||¡ |  ddg¡}| |dg |dg |dd … g¡}t ||¡ d S )Nr   r-   ra   rS   r˜   )Údeleter%   r›   Z_concat_same_type)r   r   r(   r)   r   r   r   Útest_delete~  s    
$zBaseMethodsTests.test_deletec                 C   sº   |dd …   d|d ¡}t ||¡ |dd …   t|dd … ƒ |d ¡}t ||¡ |d d…   d|d ¡}t t|ƒ¡}|dd… |dd …< t|ƒd |d< | |¡}t ||¡ d S )Nr-   r   r\   r˜   rÁ   )Úinsertr%   r›   r4   r   Zarangere   )r   r   r(   Ztakerr)   r   r   r   Útest_insert‡  s    &
zBaseMethodsTests.test_insertc                 C   s¾   |}t  ttf¡ | d|¡ W d   ƒ n1 s40    Y  t  ttf¡ | d|¡ W d   ƒ n1 sn0    Y  t  ttf¡$ | t|ƒd |¡ W d   ƒ n1 s°0    Y  d S )Nr   r˜   r-   )r   rk   r¿   rl   r  r4   )r   r   Zinvalid_scalarÚitemr   r   r   Útest_insert_invalid˜  s    **z$BaseMethodsTests.test_insert_invalidc                 C   sÄ   t |ƒ}t t¡$ | |d |d ¡ W d   ƒ n1 s<0    Y  t t¡& | | d |d ¡ W d   ƒ n1 s|0    Y  t t¡  | d|d ¡ W d   ƒ n1 s¶0    Y  d S )Nr-   r   g      ø?)r4   r   rk   Ú
IndexErrorr  r¿   )r   r   Zubr   r   r   Útest_insert_invalid_loc¤  s    24z(BaseMethodsTests.test_insert_invalid_locc                 C   s8  t |ƒj|d gt|ƒ |jd}t |ƒj|gt|ƒ |jd}tj||dd}tj||dd}tj||dd}| |¡du s‚J ‚| | ¡ ¡du s˜J ‚| |¡du sªJ ‚| |¡du s¼J ‚|d d…  |d d… ¡du sÞJ ‚|d d…  |d d… ¡du sJ ‚| d ¡du sJ ‚|dg  |d ¡du s4J ‚d S )Nr   r+   F)Z	transposeTrS   ra   )r   ro   r4   r
   r%   Zbox_expectedÚequalsr¤   )r   r   rf   rï   r•   Zdata2rp   r   r   r   Útest_equals±  s    ""$zBaseMethodsTests.test_equalsc                 C   s   t  |¡ t  |¡¡sJ ‚d S rC   )r"   r#   r  rã   r   r   r   Ú&test_equals_same_data_different_objectÎ  s    z7BaseMethodsTests.test_equals_same_data_different_object)HÚ__name__Ú
__module__Ú__qualname__Ú__doc__r   r   r   ÚmarkZparametrizer*   r8   rA   rB   rG   rP   rW   rY   r`   rh   rn   rq   r   rÖ   r{   r}   r2   r
   r‚   r‰   rŠ   r   r”   r"   r#   r1   r–   r¡   r¢   r£   r§   r¨   r©   r   r«   r   Ú__annotations__r¾   rÀ   rÂ   rÎ   rÐ   rÙ   rÜ   rÞ   rß   rá   rä   rè   rñ   rí   rö   rþ   rl   r¿   r  r  r  r	  r  r=   r  r  r   r   r   r   r      sÌ   






øþ

þþ




		  þ
4þ

	+

üþ	
	
r   )r   rÑ   Únumpyr   r   Zpandas._typingr   Zpandas.core.dtypes.commonr   Zpandas.core.dtypes.dtypesr   Zpandas.core.dtypes.missingr   Zpandasr"   Zpandas._testingZ_testingr%   Zpandas.core.sortingr   r   r   r   r   r   Ú<module>   s   