o
    i C                     @   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Zd dlm	Z	 d dl
mZ d dlmZ d dlmZmZ ejdd Zejdd	 Zejd
d ZG dd dZG dd dZdd Zdd Zejdg ddd fg dddfg dddfg dddfg dddfg ddfg ddd fg dddfg dddfg dddfg d d dfg d ddfgd!d" Zejd	ddejejgdejdejgddejgejdd d ejdgejd d dddggejd#ejd dgd$d% Zd&d' Zd(d) Z d*d+ Z!ejd#ejdgd,d- Z"d.d/ Z#dS )0    N)IntIndex)isna)
Int64Index)SparseArraySparseDtypec                   C   s&   t t jt jdddt jddt jdg
S )z<Fixture returning numpy array with valid and missing entries                  )nparraynan r   r   `/var/www/edux/Edux_v2/venv/lib/python3.10/site-packages/pandas/tests/arrays/sparse/test_array.pyarr_data   s   &r   c                 C   s   t | S )z-Fixture returning SparseArray from 'arr_data'r   )r   r   r   r   arr   s   r   c                   C   s   t g dddS )zEFixture returning SparseArray with integer entries and 'fill_value=0')
r   r   r   r   r	   r   r
   r   r   r   r   
fill_valuer   r   r   r   r   zarr   s   r   c                
   @   sR  e Zd Zejdddejgdd Zdd Z	ejdg d	e
d
dgd	gdd Zdd Zdd Zejdg dddfg ddfdgddfddejdgdefgdd Zejdejejejejejgd
ejejdejgd
ejdddggejdddgdd Zejd d!d"gd#d$ Zd%d& Zd'd( Zd)d* Zd+d, Zd-d. ZdS )/TestSparseArrayr   r   Nc                 C   s`   t tg ddd}|jd|d}t|r|jj}t t|ddddgdd}t|| d S )N)r   r   r   r	   r   g       @r   r   r   r	   )	r   r   r   shiftr   dtypena_valuetmassert_sp_array_equal)selfr   sparseresexpr   r   r   test_shift_fill_value&   s   z%TestSparseArray.test_shift_fill_valuec                 C   s   t dtjdgtjd}d|_|jdksJ t g ddtjd}d|_|jdks)J d|_|jdks3J tj|_t|js?J t g d	d
tjd}d|_|jsQJ tj|_t|js]J d S )N      ?g       @r   r   )r   r   r   r   r   r   g@TFTFT)r   r   r   r   int64isnanbool_r   r   r   r   r   test_set_fill_value0   s   
z#TestSparseArray.test_set_fill_valuevalr   r   r	   r   r   c                 C   sR   t g ddtjd}d}tjt|d ||_W d    d S 1 s"w   Y  d S )Nr%   Fr$   zfill_value must be a scalarmatch)r   r   r(   pytestraises
ValueErrorr   )r   r+   r   msgr   r   r    test_set_fill_invalid_non_scalarW   s
   "z0TestSparseArray.test_set_fill_invalid_non_scalarc                 C   s,   |  }|j|jusJ |j|ju sJ d S N)copy	sp_valuessp_index)r   r   arr2r   r   r   	test_copy_   s   zTestSparseArray.test_copyc                 C   s   t | | d S r4   )r   assert_almost_equalto_dense)r   r   r   r   r   r   test_values_asarrayd   s   z#TestSparseArray.test_values_asarrayzdata,shape,dtype)r   r   r   r   r   )r   )r   )r   AB)r
   c                 C   s   t ||d}|j|ksJ d S )Nr   )r   shape)r   datar@   r   outr   r   r   
test_shapeg   s   zTestSparseArray.test_shapevalsr	   c                 C   s.   t |}t||d}| }t|| d S Nr   )r   r   r   r;   r   assert_numpy_array_equal)r   rD   r   r   r    r   r   r   test_dense_repru   s   

zTestSparseArray.test_dense_reprfixr   r   c                 C   s$   | |}t|}t|| d S r4   )getfixturevaluer   round_trip_pickler   )r   rH   requestobj	unpickledr   r   r   test_pickle   s   

zTestSparseArray.test_picklec                 C   st   t g d}tjdd$}tjdtd tjdtd |D ]}qt|dks(J W d    d S 1 s3w   Y  d S )Nr,   T)recordalways)actioncategoryr   )r   warningscatch_warningsfilterwarningsDeprecationWarningPendingDeprecationWarninglen)r   sp_arrw_r   r   r   test_generator_warnings   s   "z'TestSparseArray.test_generator_warningsc                 C   sx   t tjdgdd}tddg}|| d}t ddgdd}t|| t|}|	| d}t
|t| d S )Nr#   r   r   TFr   )r   r   r   r   _wherer   r   pdSerieswhereassert_series_equal)r   r   maskr    r!   serr   r   r   test_where_retain_fill_value   s   
z,TestSparseArray.test_where_retain_fill_valuec                 C   s  t dtjtjdtjg}|d}t g ddtjd}t|| t dtjtjdtjgdd}|d}t g ddtjd}t|| t dtjdddg}|d}t g ddtjd}t|| t dtjdddgdd}|d}t g ddtjd}t|| t tjtjtjtjg}|d}t g d	dtjd}t|| t tjtjtjtjgdd}|d}t g d	dtjd}t|| t g d
}|d}t g d
dd}t|| t g d}|jttj	ksJ |j
dksJ |d}t|| t g ddd}|jttj	ksJ |j
dksJ |d}t g ddd}t|| t g dtjd}|jttj	tjdksHJ t|j
sQJ |d}t g ddd}t|| d S )Nr   r	   )r   re   re   r	   re   r$   r   r   )r   re   r   r	   r   )re   re   re   re   )        rf   rf   rf   )r   r   r   r   )r   r   r   fillnafloat64r   r   r   r   r&   r   r'   r   sr    r!   r   r   r   test_fillna   sZ   









zTestSparseArray.test_fillnac                 C   s   t dtjtjdtjg}|d}tjg dtjd}t| | t dtjtjdtjgdd}|d}t g ddtjd}t	|| d S )Nr   r	   )r   r	   r	   r	   r	   r?   r   r   r$   )
r   r   r   rg   r   rh   r   rF   r;   r   ri   r   r   r   test_fillna_overlap   s   

z#TestSparseArray.test_fillna_overlapc                 C   sx   t tdtdddddddddddg}tjg dtjd}| \}t|| t g d}| \}t|| d S )	Nr   r   r   r   r	   )r   r   	   r?   )r   r   r   r   r   r   r   r   r   r	   r   r   )r   floatr   r   int32nonzeror   rF   )r   saexpectedresultr   r   r   test_nonzero   s   (

zTestSparseArray.test_nonzero)__name__
__module____qualname__r/   markparametrizer   r   r"   r*   r   r3   r9   r<   objectrC   rG   rN   r\   rd   rk   rl   rt   r   r   r   r   r   %   sB    
	 '


	
	<r   c                   @   s   e Zd Zejdejg dede	eg dfejddej
ddgede	ed	d
ej
ddgfgejdddgdd Zdd Zdd Zejddej
gdd Zdd Zdd Zdd Zd d! Zd"d# Zd$S )%TestSparseArrayAnalyticszdata,expected)r   r   r	   r
   r   r?   )r#         @g      @g      $@g      .@r   r   r
   r   r#   r|   g      @g      (@numpyTFc                 C   sR  |rt jndd }|t|}t|| |t|t jd}t|| |t|dd}t|| |r|d}tjt|d t jt|t j	d W d    n1 sRw   Y  d}tjt|d t jt||d	 W d    d S 1 suw   Y  d S d
}t
d| d}tjt|d t|j|d W d    d S 1 sw   Y  d S )Nc                 S   s   |   S r4   )cumsum)rj   r   r   r   <lambda>  s    z6TestSparseArrayAnalytics.test_cumsum.<locals>.<lambda>r   r   z&the 'dtype' parameter is not supportedr-   r?   z$the 'out' parameter is not supported)rB   r   zaxis(=z) out of bounds)axis)r   r~   r   r   r   r   r/   r0   r1   r&   reescape)r   rA   rr   r}   r~   rB   r2   r   r   r   r   test_cumsum   s*   ""z$TestSparseArrayAnalytics.test_cumsumc                 C   s  t dtjdtjdg}t dtjdtjdg}tt|| tt|| t g ddd}t g d|jdd}tt|| tt|| t g ddd}t g d	dd}tt|| tt|| t dtjdtjdg}t tdtjdtjdg}tt|| t g ddd}t tg dtdd}tt|| t g d
dd}t tg d
tdd}tt|| d S )Nr   r   r   re   r   r   r   )r   r   r   )sparse_indexr   re   )r   r   r   r   r   re   r   r   r   )r   r   r   r   r   absr7   sin)r   r   rs   r!   r   r   r   
test_ufunc   s*   z#TestSparseArrayAnalytics.test_ufuncc                 C   s   t dtjdtjdg}t dtjdtjdg}tt|d| t g ddd}t g ddd}tt|d| t g d	d
d}t g ddd}tt|d| d S )Nr   r   r   r	   re   r   r   )r   r   r	   re   r   r   )r   r   r   re   )r   r   r   r   r   add)r   r   rs   r   r   r   test_ufunc_args=  s   z(TestSparseArrayAnalytics.test_ufunc_argsr   rf   c                 C   sh   t |gd ddg |d}t|\}}tt|\}}t|t ||d t|t ||d d S )N
   g?g@r   )r   r   modfasarrayr   r   )r   r   r   r1r2e1e2r   r   r   	test_modfK  s
   z"TestSparseArrayAnalytics.test_modfc                 C   &   t g ddd}|j}|dksJ d S )N)r   r   r   r   r   integerkind   r   nbytesr   r   rs   r   r   r   test_nbytes_integerT  s   z,TestSparseArrayAnalytics.test_nbytes_integerc                 C   r   )N)r   r   r   r   r   blockr   r   r   r   r   r   r   test_nbytes_blockZ  s   z*TestSparseArrayAnalytics.test_nbytes_blockc                 C   s    t tg d}t| d S )N)2012NN2013)r   r^   to_datetimer   r   )r   rj   r   r   r   test_asarray_datetime64a  s   z0TestSparseArrayAnalytics.test_asarray_datetime64c                 C   s   t ddg}|jdksJ d S )Nr   r   g      ?)r   densityr)   r   r   r   test_densitye     z%TestSparseArrayAnalytics.test_densityc                 C   s   t ddg}|jdksJ d S )Nr   r   )r   npointsr)   r   r   r   test_npointsi  r   z%TestSparseArrayAnalytics.test_npointsN)ru   rv   rw   r/   rx   ry   r   r   rn   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r{      s,    
r{   c                  C   sL   t dtjdgdd} tj| _|  }t|}tg d}t|| d S )Nr#   rf   r   )FTF)	r   r   r   r   r   r   r   r   rF   r   rs   rr   r   r   r   *test_setting_fill_value_fillna_still_worksn  s   
r   c                  C   sT   t dtjgdd} tj| _t jttjgtddgtttjd}t	
| | d S )Nrf   r   r   r   r   )sparse_arrayr   r   )r   r   r   r   _simple_newr   r   r   rn   r   r   )r   rr   r   r   r   test_setting_fill_value_updates|  s   

r   zarr,fill_value,loc)Nr   r   )r   Nr   r   )r   r   Nr   )r   r   r   NNr	   )r   r   r   r   re   )Nr   r   r   Nr   r   )Nr   r   r   r   r   c                 C   s    t | |d }||ksJ d S rE   )r   _first_fill_value_loc)r   r   locrs   r   r   r   test_first_fill_value_loc  s   r   r   c                 C   sF   t | |d }t|  }t|t sJ t|}t|| d S rE   )	r   uniquer^   r_   
isinstancer   r   r   rF   )r   r   abr   r   r   test_unique_na_fill  s
   
r   c                  C   s.   t ddg} |  }t dg}t|| d S )Nr   )r   r   r   r   r   r   r   r   test_unique_all_sparse  s   
r   c                  C   s   t g d} t g ddd}| dddd}t|| | tdddd}t|| | tdddd}t g ddd}t|| d S )Nr   r   r   )r         r   r   r   r   )r   mapr   r   r^   r_   r   rr   rs   r   r   r   test_map  s   r   c                  C   s<   t g d} t g ddd}| ddd}t|| d S )Nr   )r   r   Nr   r   r   )r   r   )r   r   r   r   r   r   r   r   test_map_missing  s   r   c                 C   st   t tjdg| d}t dg| d}t| | tddg|d}tjdg|dtdgd}t	| | d S )Nr   r   r#   r   )r   r   )index)
r   r   r   r   r   dropnar^   	DataFramer   assert_equal)r   r   r!   dfexpected_dfr   r   r   test_dropna  s   r   c                  C   sJ   t tddd } |  }t dd tdD }t|| d S )N)r   r   c                 S   s   t | ddS )Nr   r   r   )xr   r   r   r     s    z1test_drop_duplicates_fill_value.<locals>.<lambda>c                 S   s   i | ]
}|t d gddqS )rf   r   r   r   ).0ir   r   r   
<dictcomp>  s    z3test_drop_duplicates_fill_value.<locals>.<dictcomp>r   )	r^   r   r   zerosapplydrop_duplicatesranger   assert_frame_equal)r   rs   rr   r   r   r   test_drop_duplicates_fill_value  s   r   )$r   rS   r}   r   r/   pandas._libs.sparser   pandasr^   r   pandas._testing_testingr   pandas.core.apir   pandas.core.arrays.sparser   r   fixturer   r   r   r   r{   r   r   rx   ry   r   r   r   r   r   r   r   r   r   r   r   r   <module>   sn    


 Sw



