o
    d@!                     @   s   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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$d% Z!dS )&    N)'construct_1d_object_array_from_listlike)IndexIntervalIndex
MultiIndex
RangeIndexc                  C   s   t ddg} | jd jdksJ | jd jdksJ t dgtdg} | jd jdks/J t dgtdg} | jd jd	ksCJ t dgtd
g} | jd jdksWJ t dgtdg} | jd dk slJ | jd dk swJ d S )N)A   )r      r   Zint8r   a(   i  Zint16i@  Zint32  )r   from_tuplescodesdtypefrom_productrangeall)i r   ]/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/indexes/multi/test_integrity.pytest_labels_dtypes   s   r   c               	   C   s   dt dfdt jfdt dfdt dfdt dfdt dfg} t| }t| }t|j| t|jd d |d d j d S )	Nr   z
2000-01-01r	      z
2000-01-03z
2000-01-04z
2000-01-02   )	pd	TimestampZNaTr   r   r   tmassert_numpy_array_equalvalues)Ztuplesresultexpectedr   r   r   test_values_boxed$   s   
$r    c                  C   s   t dd} t| }tj| dd}t||g}|j}tdd |D }t|| tdd |D }t|| |d d j}td	d |D }t||d d  td
d |D }t||d d  d S )Nl     NZol    NZoz
US/Central)tzc                 S      g | ]}|d  qS r   r   .0xr   r   r   
<listcomp>>       z8test_values_multiindex_datetimeindex.<locals>.<listcomp>c                 S   r"   r   r   r$   r   r   r   r'   A   r(   r	   c                 S   r"   r#   r   r$   r   r   r   r'   G   r(   c                 S   r"   r)   r   r$   r   r   r   r'   J   r(   )	nparanger   ZDatetimeIndexr   from_arraysr   r   assert_index_equal)intsZnaiveZawareidxr   outerinnerr   r   r   $test_values_multiindex_datetimeindex4   s   
r2   c                  C   s   t dd} tj| dd}t| |g}|j}tdd |D }t	|t| t j
d tdd |D }t	|| |d d	 j}td
d |D }t	|t| d d	 t j
d tdd |D }t	||d d	  d S )Ni  i  D)freqc                 S   r"   r#   r   r$   r   r   r   r'   V   r(   z6test_values_multiindex_periodindex.<locals>.<listcomp>r   c                 S   r"   r)   r   r$   r   r   r   r'   Y   r(   r	   c                 S   r"   r#   r   r$   r   r   r   r'   _   r(   c                 S   r"   r)   r   r$   r   r   r   r'   b   r(   )r*   r+   r   ZPeriodIndexr   r,   r   r   r   r-   int64)r.   Zpidxr/   r   r0   r1   r   r   r   "test_values_multiindex_periodindexN   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 sBJ 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_codesindexr   r   r   test_consistencyf   s   
r>   c                  C   s   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sAJ q2d S )
Nr   onetwonamesZintpr5   r   r   r	   )
r   r   r*   r+   Zget_indexerr   r   r   lenget_loc)r=   r   r   r   r   r   test_hash_collisions}   s    rE   c                   C   s   d S )Nr   r   r   r   r   	test_dims   s   rF   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 s6w   Y  d}tjt|d |j||d W d    n1 sVw   Y  d}tjt|d |j|dd W d    d S 1 sww   Y  d S )Nr   Bz
2011-01-01z
2011-01-02strdtrA   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   "rV   c                 C   sB   d}t jt|d t|  W d    d S 1 sw   Y  d S )Nz"isna is not defined for MultiIndexrJ   )rO   rP   NotImplementedErrorr   Zisna)r/   rU   r   r   r   test_isna_behavior   s   "rX   c                  C   s.  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)w   Y  tjtd	d | jd
  W d    n1 sEw   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 ssw   Y  tjtd	d |jd
  W d    d S 1 sw   Y  d S )Nr   r	   i dest)r=   columnsz^\(-1, 0\)$rJ   ))r   rY   z
^\(3, 0\)$))r   r   rY   i! )	r   	DataFramer   r   r   rO   rP   KeyErrorloc)Zdf_below_1000000Zdf_above_1000000r   r   r   test_large_multiindex_error   s$   "r_   c                  C   st   t td} tj| | dtdd | D d}d}tjt|d |d 	  W d    d S 1 s3w   Y  d S )	Ni@B )r
   bc                 S   s   g | ]}||fqS r   r   r$   r   r   r   r'      r(   z7test_million_record_attribute_error.<locals>.<listcomp>r=   z&'Series' object has no attribute 'foo'rJ   r
   )
r:   r   r   r\   r   r   rO   rP   AttributeErrorrL   )rdfrU   r   r   r   #test_million_record_attribute_error   s   "re   c                 C   s   | d }|  |du sJ d S )Nr   T)Z$_can_hold_identifiers_and_holds_name)r/   keyr   r   r   test_can_hold_identifiers   s   rg   c                 C   sV  | j | j}}td}tjt|d |d |d< W d    n1 s$w   Y  tjt|d |d d |d d< W d    n1 sEw   Y  tjt|d |d |d< W d    n1 sbw   Y  tjtdd |d d |d d< W d    n1 sw   Y  | j}tjt|d |d |d< W d    d S 1 sw   Y  d S )Nz#does not support mutable operationsrJ   r   z#assignment destination is read-only)	r9   r   recompilerO   rP   rQ   rR   rB   )r/   r9   r   Zmutable_regexrB   r   r   r   test_metadata_immutable   s$   
"rj   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   rG   rG   rG   )r   r	   r   r	   r   r   rG   )r   r   r	   )r   r,   Zis_monotonic_increasingZ
set_levels)indr   r   r   $test_level_setting_resets_attributes   s   
rl   c                  C   s  t tdd} t tdd}t j|  | ddd}ddg|j_t	| 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   )df1df2r   )ZaxisZfizzZbuzz)ro   rn   r8   rA   ra   T)Z
check_liker5   )name)r   r\   r*   r+   Zreshapeconcatstackr=   rB   rH   r   r   r   r   Zassert_frame_equalZget_level_valuesr   r6   r;   r-   Ztile)rn   ro   rd   r   r   r   r   r   %test_rangeindex_fallback_coercion_bug   s     rs   c                 C   sz   |   }t| r5| | d  |   }| j dd}t| ttfs&||ks&J | jdkr1||ks3J d S d S |dks;J d S )Nr   T)deepobject)Zmemory_usagerC   rD   
isinstancer   r   Zinferred_type)r/   r   Zresult2Zresult3r   r   r   test_memory_usage   s   
rw   c                 C   s   | j dksJ d S )Nr	   )Znlevels)r/   r   r   r   test_nlevels  s   rx   )"rh   numpyr*   rO   Zpandas.core.dtypes.castr   Zpandasr   r   r   r   r   Zpandas._testingZ_testingr   r   r    r2   r7   r>   markZslowrE   rF   rV   rX   r_   re   rg   rj   rl   rs   rw   rx   r   r   r   r   <module>   s2    
	