o
    d@                     @   sp  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lmZ dd Zejd	d
 Zejdejgddd Zejdd Zejdejgddd Zejdejgddd Zejdejgddd Zejdejgddd Zejdd Zejdd Zejdejgddd Zejdejgddd ZG d d! d!ZG d"d# d#eejZ G d$d% d%eej!Z"G d&d' d'eej#Z$G d(d) d)eej%Z&G d*d+ d+eej'Z(G d,d- d-ej)Z*G d.d/ d/eej+Z,G d0d1 d1eej-Z.G d2d3 d3eej/Z0G d4d5 d5eej1Z2G d6d7 d7eZ3G d8d9 d9eej4Z5G d:d; d;eej6Z7G d<d= d=ej8Z9d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/`.

    N)PerformanceWarningSparseDtype)SparseArray)basec                 C   s^   t | rt jjdd}nt jjdddd}|d |d kr&|d  d7  < | |dd d< |S )Nd   )size   r         )npisnanrandomuniformrandint)
fill_valuedata r   V/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/extension/test_sparse.py	make_data   s   
r   c                   C   s   t  S Nr   r   r   r   r   dtype)      r   )paramsc                 C   s   t t| j| jd}|S )z*Length-100 PeriodArray for semantics test.r   )r   r   param)requestresr   r   r   r   .   s   r   c                   C   s   t tdd S )Nr   r
   )r   r   Zonesr   r   r   r   data_for_twos5      r   c                 C   s   t tjdg| jdS )zLength 2 array with [NA, Valid]r	   r   r   r   nanr   r   r   r   r   data_missing:   s   r#   c                 #   s     fdd}|V  dS )z1Return different versions of data for count timesc                 3   s*    t | D ]}tt j jdV  qd S )Nr   )ranger   r   r   )count_r"   r   r   genD   s   zdata_repeated.<locals>.genNr   )r   r'   r   r"   r   data_repeated@   s   
r(   c                 C   s   t g d| jdS )N)r
   r   r	   r   )r   r   r"   r   r   r   data_for_sortingK   r   r)   c                 C   s   t dtjdg| jdS )Nr
   r	   r   r    r"   r   r   r   data_missing_for_sortingP   s   r*   c                   C   s   t jS r   )r   r!   r   r   r   r   na_valueU   r   r+   c                   C   s   dd S )Nc                 S   s   t | o	t |S r   )pdisna)leftrightr   r   r   <lambda>\       zna_cmp.<locals>.<lambda>r   r   r   r   r   na_cmpZ   s   r2   c              	   C   s"   t ddtjtjddddg| jdS )Nr	   r
   r   r   r    r"   r   r   r   data_for_grouping_   s   "r3   c                 C   s$   t ddtjdddddddg
| jdS )Nr      r
   r   r   r    r"   r   r   r   data_for_compared   s   $r7   c                       s2   e Zd Zdd Zejjdd fddZ  ZS )BaseSparseTestsc                 C   s"   |j ttdkrtd d S d S )Nr   zCan't store nan in int array.)r   r   intpytestskipselfr   r   r   r   _check_unsupportedj   s   z"BaseSparseTests._check_unsupported$SparseArray does not support setitemreasonc                       t  | d S r   )super
test_ravelr<   	__class__r   r   rD   n      zBaseSparseTests.test_ravel)	__name__
__module____qualname__r>   r:   markxfailrD   __classcell__r   r   rE   r   r8   i   s    r8   c                   @   s   e Zd Zdd ZdS )	TestDtypec                 C   s   |  tu sJ d S r   )Zconstruct_array_typer   )r=   r   r   r   r   r   test_array_type_with_argt   s   z"TestDtype.test_array_type_with_argN)rH   rI   rJ   rO   r   r   r   r   rN   s   s    rN   c                   @   s   e Zd Zdd Zdd ZdS )TestInterfacec                 C      |   d S r   copyr<   r   r   r   	test_copyy      zTestInterface.test_copyc                 C   rQ   r   )viewr<   r   r   r   	test_view}   rU   zTestInterface.test_viewN)rH   rI   rJ   rT   rW   r   r   r   r   rP   x   s    rP   c                   @      e Zd ZdS )TestConstructorsNrH   rI   rJ   r   r   r   r   rY          rY   c                       s   e Zd Zdd Zejdddgejj	ddgdd	gd
g fddZ
 fddZ fddZ fddZ fddZ fddZ fddZejjdd fddZ  ZS )TestReshapingc                 C   sx   t d|d d i}t dg di}t dg did}|||g}t |}t dd |D }| || d S )NAr   )r	   r
   r   )abccategoryc                 S   s   g | ]	}| d d qS )c                 S   s   t | tS r   )r   asarrayastypeobject)sr   r   r   r0      s    zCTestReshaping.test_concat_mixed_dtypes.<locals>.<listcomp>.<lambda>)apply.0xr   r   r   
<listcomp>   s    z:TestReshaping.test_concat_mixed_dtypes.<locals>.<listcomp>)r,   	DataFramerc   concatassert_frame_equal)r=   r   Zdf1Zdf2Zdf3dfsresultexpectedr   r   r   test_concat_mixed_dtypes   s   

z&TestReshaping.test_concat_mixed_dtypescolumnsr]   B)r]   r^   )r]   r_   outerinner)namesc                       t  || d S r   )rC   
test_stack)r=   r   rr   rE   r   r   rx      s   
zTestReshaping.test_stackc                       |  | t || d S r   )r>   rC   test_concat_columnsr=   r   r+   rE   r   r   rz         
z!TestReshaping.test_concat_columnsc                    ry   r   )r>   rC   'test_concat_extension_arrays_copy_falser{   rE   r   r   r}      r|   z5TestReshaping.test_concat_extension_arrays_copy_falsec                    ry   r   )r>   rC   
test_alignr{   rE   r   r   r~      r|   zTestReshaping.test_alignc                    ry   r   )r>   rC   test_align_framer{   rE   r   r   r      r|   zTestReshaping.test_align_framec                    ry   r   )r>   rC   test_align_series_framer{   rE   r   r   r      r|   z%TestReshaping.test_align_series_framec                    ry   r   )r>   rC   
test_merger{   rE   r   r   r      r|   zTestReshaping.test_merger?   r@   c                    rB   r   )rC   test_transposer<   rE   r   r   r      rG   zTestReshaping.test_transpose)rH   rI   rJ   rq   r:   rK   parametrizer,   Z
MultiIndexfrom_tuplesrx   rz   r}   r~   r   r   r   rL   r   rM   r   r   rE   r   r\      s&    	r\   c                       s$   e Zd Zdd Z fddZ  ZS )TestGetitemc                 C   s   t j|dd tt|D d}t|jjr*t|dr't|j	d s)J n|d|j	d ks6J |d|j	d ksBJ d S )Nc                 S   s   g | ]}d | qS )r
   r   )rh   ir   r   r   rj      r1   z(TestGetitem.test_get.<locals>.<listcomp>)indexr6   r
   r	   )
r,   Seriesr$   lenr   r   valuesr   getiloc)r=   r   serr   r   r   test_get   s
    &zTestGetitem.test_getc                    ry   r   )r>   rC   test_reindexr{   rE   r   r   r      r|   zTestGetitem.test_reindex)rH   rI   rJ   r   r   rM   r   r   rE   r   r      s    r   c                   @   rX   )	TestIndexNrZ   r   r   r   r   r      r[   r   c                       sj   e Zd Zdd Z fddZ fddZ fddZ fd	d
Zej	j
dd fddZdd Z  ZS )TestMissingc                 C   s   t |}ttt|jj}t ddg|d}| }t|| |	d}ttt|jj}t ddgd|d}| 
| | d S )NTFr   r   r   r   )r   r   boolr,   r-   r   r   tmassert_sp_array_equalfillnaZassert_equal)r=   r#   ZsarrZexpected_dtyperp   ro   r   r   r   	test_isna   s   
zTestMissing.test_isnac                    @   t jtdd t | W d    d S 1 sw   Y  d S NFZcheck_stacklevel)r   assert_produces_warningr   rC   test_fillna_limit_padr=   r#   rE   r   r   r         "z!TestMissing.test_fillna_limit_padc                    r   r   r   r   r   rC   test_fillna_limit_backfillr   rE   r   r   r      r   z&TestMissing.test_fillna_limit_backfillc                    sb   t |jr|jtjjdd tj	t
dd t | W d    d S 1 s*w   Y  d S )Nz'returns array with different fill valuer@   Fr   )r   r   r   node
add_markerr:   rK   rL   r   r   r   rC   test_fillna_no_op_returns_copy)r=   r   r   rE   r   r   r      s   "z*TestMissing.test_fillna_no_op_returns_copyc                    r   r   r   r   rE   r   r   test_fillna_series_method   r   z%TestMissing.test_fillna_series_methodZUnsupportedr@   c                    s   t    d S r   )rC   test_fillna_series)r=   rE   r   r   r      s   zTestMissing.test_fillna_seriesc                 C   st   |d }t |ddgd|}t |jrt|j|}n|j}t |j||g|dddgd}| || d S )Nr	   r
   )r]   rs   r   )	r,   rk   r   r-   r   r   r   _from_sequencerm   )r=   r#   r   ro   r   rp   r   r   r   test_fillna_frame   s   zTestMissing.test_fillna_frame)rH   rI   rJ   r   r   r   r   r   r:   rK   rL   r   r   rM   r   r   rE   r   r      s    r   c                       s   e Zd ZdZdd Zdd Zejjdd fdd	Z	d
d Z
 fddZ fddZdd Zejdddg fddZejdejejejg fddZ  ZS )TestMethodszSparse[bool]c                 C   s   | ddg}tjd|idd}|jd }||}t|jdr7|r-|jj|jju s,J n
|jj|jjus7J |j	j
 | u sCJ d S )Nr	   r]   FrR   )r   r   blocks)taker,   rk   r   r   hasattrZ_mgrr   r   r]   _valuesto_dense)r=   r#   using_copy_on_writearrZdf
filled_valro   r   r   r   test_fillna_copy_frame  s   

z"TestMethods.test_fillna_copy_framec                 C   sn   | ddg}tj|dd}|d }||}|r"|j|ju s!J n|j|jus*J |j | u s5J d S )Nr	   FrR   r   )r   r,   r   r   r   r   )r=   r#   r   r   r   r   ro   r   r   r   test_fillna_copy_series!  s   
z#TestMethods.test_fillna_copy_serieszNot Applicabler@   c                    rB   r   )rC   test_fillna_length_mismatchr   rE   r   r   r   /  rG   z'TestMethods.test_fillna_length_mismatchc                 C   s   |d |d ks
J t |}|d d \}}t|j||||g|jd}tg d}||}tdd}	t|j||||g|	d}
| 	||
 |j||||g|jd}tg d}|||}t|j||||g|jd}
| 	||
 d S )	Nr   r	   r
   r   )TTFFfloatg        )TFTT)
typer,   r   r   r   r   arraywherer   assert_series_equal)r=   r   r+   clsr^   r_   r   Zcondro   Z	new_dtyperp   otherr   r   r   test_where_series3  s    

zTestMethods.test_where_seriesc                    s6   |j jdkrtjjdd}|j| t | d S )Nr9   z2TODO(SparseArray.__setitem__) will preserve dtype.r@   )	r   subtyper:   rK   rL   r   r   rC   test_combine_first)r=   r   r   rK   rE   r   r   r   I  s   zTestMethods.test_combine_firstc                    sB   t jtdd t || W d    d S 1 sw   Y  d S r   )r   r   r   rC   test_searchsorted)r=   r)   	as_seriesrE   r   r   r   S  s   "zTestMethods.test_searchsortedc                 C   s6   | d}|jd |jd< |jd |jd ksJ d S )Nr   r	   )shiftZ_sparse_values)r=   r   ro   r   r   r   test_shift_0_periodsW  s   
z TestMethods.test_shift_0_periodsmethodZargmaxZargminc                    s   |  | t ||| d S r   )r>   rC   test_argmin_argmax_all_na)r=   r   r   r+   rE   r   r   r   ^  s   
z%TestMethods.test_argmin_argmax_all_naboxc                    s    |  | t |||| d S r   )r>   rC   test_equals)r=   r   r+   r   r   rE   r   r   r   d  s   
zTestMethods.test_equals)rH   rI   rJ   Z_combine_le_expected_dtyper   r   r:   rK   rL   r   r   r   r   r   r   r   r,   r   r   rk   r   rM   r   r   rE   r   r     s    
r   c                       s4   e Zd Zdd Zejjedd fddZ  Z	S )TestCastingc                 C   sH   t |d d t}t jdd |d d D td}| || d S )N   c                 S   s   g | ]}t |qS r   )strrg   r   r   r   rj   o  r1   z/TestCasting.test_astype_str.<locals>.<listcomp>r   )r,   r   rc   r   rd   r   )r=   r   ro   rp   r   r   r   test_astype_strk  s    zTestCasting.test_astype_strzno sparse StringDtype)raisesrA   c                    rB   r   )rC   test_astype_stringr<   rE   r   r   r   r  rG   zTestCasting.test_astype_string)
rH   rI   rJ   r   r:   rK   rL   	TypeErrorr   rM   r   r   rE   r   r   j  s    r   c                       s\   e Zd ZdZdZdZdZdd Z fddZ fddZ	 fdd	Z
ef fd
d	Z  ZS )TestArithmeticOpsNc                 C   s   |j dkrtd d S d S )Nr   z=Incorrected expected from Series.combine and tested elsewhere)r   r:   r;   r<   r   r   r   _skip_if_different_combine}  s   
z,TestArithmeticOps._skip_if_different_combinec                    ry   r   )r   rC   test_arith_series_with_scalarr=   r   all_arithmetic_operatorsrE   r   r   r     r|   z/TestArithmeticOps.test_arith_series_with_scalarc                    ry   r   )r   rC   test_arith_series_with_arrayr   rE   r   r   r     r|   z.TestArithmeticOps.test_arith_series_with_arrayc                    sH   |j jdkrn|ddvrtjjdd}|j| t 	|| d S )Nr   r&   )mulZrmulfloordivZ	rfloordivpowmodZrmodz result dtype.fill_value mismatchr@   )
r   r   stripr:   rK   rL   r   r   rC   test_arith_frame_with_scalar)r=   r   r   r   rK   rE   r   r   r     s   	z.TestArithmeticOps.test_arith_frame_with_scalarc                    s   t  j|||d d d S )N)exc)rC   _check_divmod_op)r=   r   opr   r   rE   r   r   r     s   z"TestArithmeticOps._check_divmod_op)rH   rI   rJ   Zseries_scalar_excZframe_scalar_excZ
divmod_excZseries_array_excr   r   r   r   NotImplementedErrorr   rM   r   r   rE   r   r   w  s    r   c                   @   s`   e Zd ZdefddZdefddZejjdddefdd	Z	ejjdddefd
dZ
dS )TestComparisonOpsr7   c                 C   s   |}|||}t |tsJ |jjtjksJ t |tr$||j|j}nt|t|jt|}t||	 t||tjd}t
|| d S )Nr   )
isinstancer   r   r   r   Zbool_r   allrb   r   r   r   )r=   r7   comparison_opr   r   ro   r   rp   r   r   r   _compare_other  s   

z TestComparisonOps._compare_otherc                 C   s>   |  ||d |  ||d |  ||d |  ||tj d S )Nr   r	   r5   )r   r   r!   )r=   r7   r   r   r   r   test_scalar  s   zTestComparisonOps.test_scalarzWrong indicesr@   c                 C   s    t ddd}| ||| d S )Nr   
   )r   Zlinspacer   r=   r7   r   r   r   r   r   
test_array  s   zTestComparisonOps.test_arrayc                 C   s0   |d }|  ||| |d }|  ||| d S )Nr	   r
   )r   r   r   r   r   test_sparse_array  s   z#TestComparisonOps.test_sparse_arrayN)rH   rI   rJ   r   r   r   r:   rK   rL   r   r   r   r   r   r   r     s    r   c                       s*   e Zd Zejjdd fddZ  ZS )TestPrintingzDifferent reprr@   c                    rw   r   )rC   test_array_repr)r=   r   r   rE   r   r   r     r   zTestPrinting.test_array_repr)rH   rI   rJ   r:   rK   rL   r   rM   r   r   rE   r   r     s    r   c                       s.   e Zd Zejdddg fddZ  ZS )TestParsingenginer`   pythonc                    sF   d}t jt|d t || W d    d S 1 sw   Y  d S )Nz,.*must implement _from_sequence_of_strings.*)match)r:   r   r   rC   test_EA_types)r=   r   r   Zexpected_msgrE   r   r   r     s   "zTestParsing.test_EA_types)rH   rI   rJ   r:   rK   r   r   rM   r   r   rE   r   r     s    r   c                   @   s&   e Zd Zejdddgdd ZdS )TestNoNumericAccumulationsskipnaTFc                 C   s   d S r   r   )r=   r   Zall_numeric_accumulationsr   r   r   r   test_accumulate_series  s   z1TestNoNumericAccumulations.test_accumulate_seriesN)rH   rI   rJ   r:   rK   r   r   r   r   r   r   r     s    r   ):__doc__numpyr   r:   Zpandas.errorsr   Zpandasr,   r   Zpandas._testingZ_testingr   Zpandas.arraysr   Zpandas.tests.extensionr   r   Zfixturer   r!   r   r   r#   r(   r)   r*   r+   r2   r3   r7   r8   ZBaseDtypeTestsrN   ZBaseInterfaceTestsrP   ZBaseConstructorsTestsrY   ZBaseReshapingTestsr\   ZBaseGetitemTestsr   ZBaseIndexTestsr   ZBaseMissingTestsr   ZBaseMethodsTestsr   ZBaseCastingTestsr   ZBaseArithmeticOpsTestsr   r   ZBasePrintingTestsr   ZBaseParsingTestsr   ZBaseAccumulateTestsr   r   r   r   r   <module>   s^    













9<Z*)