o
    5c%7                     @   sd   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 G dd deZdS )    N)ExtensionArray)EABackedBlock)BaseExtensionTestsc                
   @   sf  e Zd ZdZejdddg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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$d%gejjd&d'gd(d)gd*gd+d, Zejd-ejjd$d%gd.d/ggd.d/gd*ejg d0ejg d1ejg d2gejd3d4d5gd6d7 Zd8d9 Zd:d; Zd<d= Zd>S )?BaseReshapingTestsz&Tests for reshaping and concatenation.in_frameTFc                 C   s   t |}|rt |}t j||gdd}t|t|d ks!J |r)|jd }n|j}||jks3J t|jdrDt	|jj
d tsDJ t	|jjd tsOJ d S )NTignore_index   r   blocks)pdSeries	DataFrameconcatlendtypesdtypehasattr_mgr
isinstancer
   r   arraysr   )selfdatar   wrappedresultr    r   [/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/extension/base/reshaping.pytest_concat   s   

zBaseReshapingTests.test_concatc                 C   s   t j|ddgddgd}t j|ddgddgd}|r,t d|i}t d|i}t ||g}|rIt d|g di}| || d S t |g d}| || d S )N   r   indexr	      a)r   r   r   r   )r   r   taker   r   assert_frame_equalassert_series_equal)r   data_missingr   valid_blockna_blockr   expectedr   r   r   test_concat_all_na_block#   s   z+BaseReshapingTests.test_concat_all_na_blockc                 C   s0  t d|d d i}t dg di}t dg did}|||g}t |}t dd |D }| || t dd |D }t d	d |D }| || t ||tg}t |d
|d
g}| || t |d |d tg}t |d d
|d d
g}| || d S )NAr    r   r	   r    r!   bccategoryc                 S   s   g | ]}| tqS r   astypeobject.0xr   r   r   
<listcomp>;   s    z?BaseReshapingTests.test_concat_mixed_dtypes.<locals>.<listcomp>c                 S   s   g | ]}|d  qS r*   r   r3   r   r   r   r6   ?   s    c                 S   s   g | ]	}|d   tqS r7   r0   r3   r   r   r   r6   @   s    r2   )r   r   r1   r   r#   r$   r2   )r   r   df1df2df3dfsr   r(   r   r   r   test_concat_mixed_dtypes2   s    

"z+BaseReshapingTests.test_concat_mixed_dtypesc                 C   s"  t d|d d i}t dg di}t |d d g dd}t j||gdd}| || t j|d |d gdd}| || t jdg dig dd}t |jt|d d |g |jd	tjdd
dgd}t j||gdd}| || t j|d |d gdd}| || d S )Nr*   r    Br+   r*   r=   r   axisr   r   r	   )	r   r   r   r#   _from_sequencelistr   npnanr   r   na_valuer8   r9   r(   r   r   r   r   test_concat_columnsL   s"    z&BaseReshapingTests.test_concat_columnsc                 C   s   t d|d d i}t d|dd i}t |jt|d d |g |jd|dd d}t j||gddd	}| || d S )
Nr*   r    r=      rA   r>   r   F)r@   copy)r   r   rB   rC   r   r   r#   rF   r   r   r   'test_concat_extension_arrays_copy_falsed   s    
z:BaseReshapingTests.test_concat_extension_arrays_copy_falsec                 C   s   t d|d d i}t d|d d i}t j||gdd}t |jttddgd  dd|jdgd ttd ddd}| || d S )	Nr!      r-   Tr   )
allow_fill)r!   r-   )r   r   r   r"   rC   ranger#   )r   r   r!   r-   r   r(   r   r   r   test_concat_with_reindexq   s   z+BaseReshapingTests.test_concat_with_reindexc           	      C   s   |d d }|dd }t |t j|g dd\}}t |jt||g |jd}t |j|gt| |jd}| || | || d S )Nr    r	   rL   r+   r   rA   )r   r   alignrB   rC   r   r$   	r   r   rG   r!   r-   r1r2e1e2r   r   r   
test_align~   s   "  zBaseReshapingTests.test_alignc           	      C   s   |d d }|dd }t d|it jd|ig dd\}}t d|jt||g |jdi}t d|j|gt| |jdi}| || | || d S )Nr    r	   rL   r*   r+   r   rA   )r   r   rQ   rB   rC   r   r#   rR   r   r   r   test_align_frame   s   *z#BaseReshapingTests.test_align_framec                 C   sz   t j|dd}t dtt|d i}||\}}t j|jt||g |j	d|j
d}| || | || d S )Nr!   )namecolr   rA   )r   r   r   rD   aranger   rQ   rB   rC   r   rY   r$   r#   )r   r   rG   serdfrS   rT   rU   r   r   r   test_align_series_frame   s   z*BaseReshapingTests.test_align_series_framec                 C   sJ   t ddgt| i}||d< t dgt| |d}| || d S Nr*   r   r=   r>   r   r   r   r#   r   r   r]   r(   r   r   r   ,test_set_frame_expand_regular_with_extension   s   z?BaseReshapingTests.test_set_frame_expand_regular_with_extensionc                 C   sJ   t d|i}dgt| |d< t |dgt| d}| || d S r_   r`   ra   r   r   r   ,test_set_frame_expand_extension_with_regular   s   z?BaseReshapingTests.test_set_frame_expand_extension_with_regularc                 C   s<   t jddgt| itd}||d< |jd |jksJ d S )Nr*   r   rA   )r   r   r   r2   r   r   )r   r   r]   r   r   r   test_set_frame_overwrite_object   s   z2BaseReshapingTests.test_set_frame_overwrite_objectc                 C   s  t |d d g dg dd}t g dg dd}t ||}t g dg dg d	|j|d
 |d
 |d g|jdd}| ||g d  t j||dd}t ddddtjgdddtjdgg d|j|d
 |d
 |d |d |g|jdd}| ||g d  d S )Nr    r+   r   r   r	   )extint1key)r   r	   r       )r   r   r   r    )int2rh   )r   r   r	   )r   r   r   r   r   rA   )rg   rj   rh   rf   )rf   rg   rh   rj   outer)howr	   ri   )r   r   r   r	   r    )r   r   mergerB   r   r#   rD   rE   )r   r   rG   r8   r9   resexpr   r   r   
test_merge   s0   "
 
zBaseReshapingTests.test_mergec                 C   s   |d d \}}t |j||g|jd}t|ddgd}tj||dd}t|ddgddgd}| || tj|jddg |dd}|jddg jd	d
}| || d S )Nr	   rA   r   rh   valrh   onrh   val_xval_yr   T)drop)	typerB   r   r   r   rm   r#   ilocreset_index)r   r   r!   r-   rh   r]   r   r(   r   r   r   test_merge_on_extension_array   s   z0BaseReshapingTests.test_merge_on_extension_arrayc           	      C   s   |d d \}}t |j|||g|jd}t|g dd}t|g dd}tj||dd}t|g dg dg d	d
}| || d S )Nr	   rA   r+   rq   rh   rs   )r   r   r   r   r   )r   r   r    r    r	   )r   r    r   r    r	   ru   )ry   rB   r   r   r   rm   r"   r#   )	r   r   r!   r-   rh   r8   r9   r   r(   r   r   r   (test_merge_on_extension_array_duplicates   s   z;BaseReshapingTests.test_merge_on_extension_array_duplicatescolumnsr*   r=   r*   r!   r*   r-   rk   inner)namesc                 C   s   t |d d |d d d}||_| }|t }|t}t|t jr9|j|j	d d df jks8J nt
|j|j	d d df jksJJ |t}| || d S )NrL   r>   r   )r   r   r~   stackr1   r2   r   r   r   rz   allr   assert_equal)r   r   r~   r]   r   r(   r   r   r   
test_stack   s    

 "
zBaseReshapingTests.test_stackr   r!   r-   )r   r   )r=   r-   )r>   r,   re   ))r*   r!   r   )r*   r-   r   )r*   r!   r   )r=   r!   r   )r=   r.   r   objseriesframec              	      s   d t |  |dkrtj |d}n
tj  d|d}|j}tt|tj	fddtd|D }|D ]}|j
|dt fddjD sPJ |dkri| }|j
|djd	dd
}	| |	 |dkrut|jtj}
n
t|jjd	 tj}
|
sd nt}tj|dd |t}W d    n1 sw   Y  |j
| jjd}|dkr|
s|jtk sJ tj|dd tW d    n1 sw   Y  | | q9d S )Nr   r   r>   c                 3   s    | ]	}t  |V  qd S N)	itertoolspermutations)r4   i)levelsr   r   	<genexpr>1  s    
z2BaseReshapingTests.test_unstack.<locals>.<genexpr>r   )levelc                 3   s$    | ]}t | jt V  qd S r   )r   arrayry   )r4   rZ   )r   r   r   r   r   7  s    
r   r?   zastype from Sparse)match)r   
fill_value)r   r   r   r   nlevelsrC   rO   r   chainfrom_iterableunstackr   r~   to_frame	droplevelr#   r   r   SparseDtyper   iatFutureWarningtmassert_produces_warningr1   r2   rG   )r   r   r   r   r\   ncombinationsr   r]   alt	is_sparsewarnobj_serr(   r   )r   r   r   r   test_unstack  sB   zBaseReshapingTests.test_unstackc                 C   s@   |  }t|t|ksJ |d |d< |d |d ksJ d S )Nr   r   )ravelry   r   r   r   r   r   r   
test_ravelU  s   zBaseReshapingTests.test_ravelc                 C   sf   |  }t|t|ksJ ||usJ |j|jd d d ks!J |d |d< |d |d ks1J d S )NrM   r   r   )	transposery   shaper   r   r   r   test_transpose^  s   z!BaseReshapingTests.test_transposec                 C   s   t j|d d |d d dg dd}|j}t jt|j|d gd |jdt|j|d gd |jdt|j|d gd |jdt|j|d	 gd |jddd
dgd}| || | tt|| | tt|d
g |d
g  d S )Nri   r>   )r!   r-   r.   dr   r   r	   rA   r   r    r*   r=   )	r   r   Try   rB   r   r#   rD   r   )r   r   r]   r   r(   r   r   r   test_transpose_framel  s   (	(z'BaseReshapingTests.test_transpose_frameN)__name__
__module____qualname____doc__pytestmarkparametrizer   r)   r<   rH   rK   rP   rW   rX   r^   rb   rc   rd   rp   r|   r}   r   
MultiIndexfrom_tuplesr   from_productr   r   r   r   r   r   r   r   r      sV    


	/	r   )r   numpyrD   r   pandasr   pandas._testing_testingr   pandas.api.extensionsr   pandas.core.internals.blocksr    pandas.tests.extension.base.baser   r   r   r   r   r   <module>   s    