a
    PfG#                     @   s   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	Z
d dl	mZmZmZmZ d dlmZ dd Zdd Zd	d
 Zdd Zdd Zejj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S )'    Nindex)'construct_1d_object_array_from_listlike)IndexIntervalIndex
MultiIndex
RangeIndexc                  C   s   t ddg} | jd jdks"J | jd jdks6J t dgtdg} | jd jdks^J t dgtdg} | jd jd	ksJ t dgtd
g} | jd jdksJ t dgtdg} | jd dk sJ | jd dk sJ d S )N)A   )r	      r   Zint8r
   a(   i  Zint16i@  Zint32i  )r   from_tuplescodesdtypefrom_productrangeall)i r   b/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/indexes/multi/test_integrity.pytest_labels_dtypes   s    r   c               	   C   s   dt dfdt jfdt dfdt dfdt dfdt dfg} t| }t| }t|j| t|jd d |d d j d S )	Nr
   z
2000-01-01r      z
2000-01-03z
2000-01-04z
2000-01-02   )	pd	TimestampZNaTr   r   r   tmassert_numpy_array_equalvalues)Ztuplesresultexpectedr   r   r   test_values_boxed&   s    
r!   c                  C   s   t dd} t| }tj| dd}t||g}|j}tdd |D }t|| tdd |D }t|| |d d j}td	d |D }t||d d  td
d |D }t||d d  d S )Nl     NZol    NZoz
US/Central)tzc                 S   s   g | ]}|d  qS r   r   .0xr   r   r   
<listcomp>@       z8test_values_multiindex_datetimeindex.<locals>.<listcomp>c                 S   s   g | ]}|d  qS r
   r   r$   r   r   r   r'   C   r(   r   c                 S   s   g | ]}|d  qS r#   r   r$   r   r   r   r'   I   r(   c                 S   s   g | ]}|d  qS r)   r   r$   r   r   r   r'   L   r(   )	nparanger   ZDatetimeIndexr   from_arraysr   r   assert_index_equal)intsZnaiveZawareidxr   outerinnerr   r   r   $test_values_multiindex_datetimeindex6   s    
r2   c                  C   s   t dd} tj| dd}t| |g}|j}tdd |D }t	|t| t j
d tdd |D }t	|| |d d	 j}td
d |D }t	|t| d d	 t j
d tdd |D }t	||d d	  d S )Ni  i  D)freqc                 S   s   g | ]}|d  qS r#   r   r$   r   r   r   r'   X   r(   z6test_values_multiindex_periodindex.<locals>.<listcomp>r   c                 S   s   g | ]}|d  qS r)   r   r$   r   r   r   r'   [   r(   r   c                 S   s   g | ]}|d  qS r#   r   r$   r   r   r   r'   a   r(   c                 S   s   g | ]}|d  qS r)   r   r$   r   r   r   r'   d   r(   )r*   r+   r   ZPeriodIndexr   r,   r   r   r   r-   int64)r.   Zpidxr/   r   r0   r1   r   r   r   "test_values_multiindex_periodindexP   s    r7   c                  C   s   t td} t td}td}ttdd}t| |g||gd}tg d}tg d}t| |g||gd}|jdu sJ d S )Nip 
   iX  )levelsr   )	r   r   r
   r
   r
   r   r   r   r   )	r   r
   r   r
   r
   r   r
   r   r
   F)listr   r*   r+   repeatr   arrayZ	is_unique)Z
major_axisZ
minor_axisZmajor_codesZminor_codesr   r   r   r   test_consistencyh   s    
r=   c                 C   s   d}|   }|td| tjtdtdgddgd}||j}t	
|tjt|dd d	d
t|d t|d
 fD ]}||| }||ksJ qW d    n1 s0    Y  d S )N2   _SIZE_CUTOFF   onetwonamesZintpr5   r   r
   r   )contextsetattrlibindexr   r   r*   r+   Zget_indexerr   r   r   lenget_loc)monkeypatchsize_cutoffmr   r   r   r   r   r   test_hash_collisions   s    
 rM   c                   C   s   d S )Nr   r   r   r   r   	test_dims   s    rN   c                  C   s   ddgt dt dgg} tj| ddgd}dd	g}d
}tjt|d |j|d	d W d    n1 sl0    Y  d}tjt|d |j||d W d    n1 s0    Y  d}tjt|d |j|dd W d    n1 s0    Y  d S )Nr	   Bz
2011-01-01z
2011-01-02strdtrC   r
   r   z1take\(\) got an unexpected keyword argument 'foo'match)fooz$the 'out' parameter is not supported)outz%the 'mode' parameter is not supportedZclip)mode)	r   r   r   r   pytestraises	TypeErrorZtake
ValueError)valsr/   indicesmsgr   r   r   test_take_invalid_kwargs   s    ,,r^   c                 C   s@   d}t jt|d t|  W d    n1 s20    Y  d S )Nz"isna is not defined for MultiIndexrR   )rW   rX   NotImplementedErrorr   Zisna)r/   r]   r   r   r   test_isna_behavior   s    r`   c              	   C   sv  d}|   R}|td| tjdtddgt|d gdgd}tj	t
dd |jd	  W d    n1 st0    Y  tj	t
d
d |jd  W d    n1 s0    Y  tjdtddgt|d gdgd}tj	t
dd |jd	  W d    n1 s0    Y  tj	t
d
d |jd  W d    n1 sH0    Y  W d    n1 sh0    Y  d S )Nr>   r?   r
   r   dest)r   columnsz^\(-1, 0\)$rR   ))r   ra   z
^\(3, 0\)$))r   r   ra   )rE   rF   rG   r   	DataFramer   r   r   rW   rX   KeyErrorloc)rJ   rK   rL   Zdf_below_cutoffZdf_above_cutoffr   r   r   test_large_multiindex_error   s*    ((*rg   c                 C   sv   |  tdd td}tj||dt||gd}d}tjt	|d |d 
  W d    n1 sh0    Y  d S )Nr?   r>   )r   br   z&'Series' object has no attribute 'foo'rR   r   )rF   rG   r   r   rd   r   r,   rW   rX   AttributeErrorrT   )rJ   rdfr]   r   r   r   +test_mi_hashtable_populated_attribute_error   s    rl   c                 C   s   | d }|  |du sJ d S )Nr   T)Z$_can_hold_identifiers_and_holds_name)r/   keyr   r   r   test_can_hold_identifiers   s    rn   c                 C   sX  | j | j }}td}tjt|d |d |d< W d    n1 sH0    Y  tjt|d$ |d d |d d< W d    n1 s0    Y  tjt|d |d |d< W d    n1 s0    Y  tjtdd$ |d d |d d< W d    n1 s0    Y  | j}tjt|d |d |d< W d    n1 sJ0    Y  d S )Nz#does not support mutable operationsrR   r   z#assignment destination is read-only)	r9   r   recompilerW   rX   rY   rZ   rD   )r/   r9   r   Zmutable_regexrD   r   r   r   test_metadata_immutable   s    
*2*4rq   c                  C   sD   t g dg dg} | js J | ddgg dg} | jr@J d S )N)r	   r	   rO   rO   rO   )r
   r   r
   r   r   r	   rO   )r
   r   r   )r   r,   Zis_monotonic_increasingZ
set_levels)indr   r   r   $test_level_setting_resets_attributes   s    
rs   c                  C   s  t tdd} t tdd}t j| jdd|jddddd}dd	g|j_t jtdtdd
t	j
tdtdgdd	gdd}tj||dd |jd}ttjdtjdddd}t|| |jd	}tttjdtjddd	d}t|| d S )Nd   )r8   r8   T)Zfuture_stack)df1df2r
   )ZaxisZfizzZbuzz)rv   ru   r8   rC   r   )Z
check_liker5   )name)r   rd   r*   r+   Zreshapeconcatstackr   rD   r   r   r   r   Zassert_frame_equalZget_level_valuesr   r6   r;   r-   Ztile)ru   rv   rk   r    r   r   r   r   %test_rangeindex_fallback_coercion_bug   s$     rz   c                 C   st   |   }t| rd| | d  |   }| j dd}t| ttfsL||ksLJ | jdkrp||kspJ n|dkspJ d S )Nr   T)deepobject)Zmemory_usagerH   rI   
isinstancer   r   Zinferred_type)r/   r   Zresult2Zresult3r   r   r   test_memory_usage  s    
r~   c                 C   s   | j dksJ d S )Nr   )Znlevels)r/   r   r   r   test_nlevels   s    r   )%ro   numpyr*   rW   Zpandas._libsr   rG   Zpandas.core.dtypes.castr   Zpandasr   r   r   r   r   Zpandas._testingZ_testingr   r   r!   r2   r7   r=   markZslowrM   rN   r^   r`   rg   rl   rn   rq   rs   rz   r~   r   r   r   r   r   <module>   s2   
	