U
    sVcY                     @   s   d dl Z d dlZd dlZd dlmZ d dlmZmZm	Z	m
Z
mZmZmZmZmZmZmZmZmZmZmZmZ d dlmZ G dd dZG dd dZG dd	 d	ZG d
d dZG dd dZG dd dZdS )    N)InvalidIndexError)NACategoricalIndexDatetimeIndexIndexIntervalIntervalIndex
MultiIndexNaTSeries	Timedelta	Timestamparray
date_rangeinterval_rangeperiod_rangetimedelta_rangec                   @   s  e Zd Zejdddddgdd Zejdd	d
dddddddg	dd Zejddd
dddddgdd Zejdddddgejdddddgd d! Z	ejjd"e
d#d$d%e
d#d$d&d'ed(d$d%gd)d* d+d,d- Zejjd.e
d#d$d%e
d/d$d%fe
d#d$d&d'e
d/d$d&d'fed(d$d%ed0d$d%fgd1d* d+d2d3 Zejjd4e
d5d$d6d7e
d5d$d6d&d8ed9d$d6d7ed:d;d;edddgd<d* d+d=d> Zejd?dgd@gdAdB ZdCdD ZdES )F
TestGetLocsiderightleftbothneitherc              
   C   s*  t jddg|d}ddgddgddgddgddgd	dgd
dgfD ]}td|d  d|d  d| d}||kr|ddgkr|tdd|ddkstnX|ddgkr|tdd|ddkstn.tjt	|d |t|d|i W 5 Q R X q@tjt	|d |t|d|i W 5 Q R X q@d S )Nr            closedr   r   r   r            @	Interval(, 
, closed='')matchr   )
r   from_tuplesreescapeget_locr   AssertionErrorpytestraisesKeyError)selfr   r   idxboundmsg r5   O/tmp/pip-unpacked-wheel-xj8nt62q/pandas/tests/indexes/interval/test_indexing.pytest_get_loc_interval   s    2& z TestGetLoc.test_get_loc_intervalscalar      r         ?r         ?r   r!   r         @c              	   C   s   ddddddddddddddddddddd}t jdd	g|d
}|||  krt|||| | kstn(tjtt|d || W 5 Q R X d S )Nr   r   )r:   r   r!   r   )r   r:   r   r!   )r   r:   r   r   r!   r   )r:   r!   )r   r   r   r   r   r   r   r'   )	r   r)   keysr,   r-   r.   r/   r0   str)r1   r   r8   correctr2   r5   r5   r6   test_get_loc_scalar3   s    zTestGetLoc.test_get_loc_scalarr"         @      c              	   C   s`   t jdg|d}||d kr4||}|dks\tn(tjtt|d || W 5 Q R X d S )Nr   rB   r   r   r'   )r   r)   r,   r-   r.   r/   r0   r>   )r1   r8   r   indexresultr5   r5   r6   test_get_loc_length_one_scalarI   s    
z)TestGetLoc.test_get_loc_length_one_scalarother_closedzleft, rightrD   )r"   r    )r"   rC   rC      c                 C   s   t jdg|d}t|||d}||d krB||}|dkstn>tjtt	d| d| d| dd || W 5 Q R X d S )	NrD   r   r   r#   r$   r%   r&   r'   )
r   r)   r   r,   r-   r.   r/   r0   r*   r+   )r1   r   r   r   rH   rE   intervalrF   r5   r5   r6    test_get_loc_length_one_intervalT   s    
z+TestGetLoc.test_get_loc_length_one_intervalbreaksZ20180101r    periodsz
US/EasternrO   tzz0 daysc                 C   s
   t | jS Nr>   dtypexr5   r5   r6   <lambda>l       zTestGetLoc.<lambda>)idsc                 C   sb   t |}|d j}||}d}||ks.tt|d j|d j}||}d}||ks^td S Nr   )r   from_breaksmidr,   r-   r   r   r   )r1   rM   rE   valuerF   expectedrK   r5   r5   r6   (test_get_loc_datetimelike_nonoverlappinge   s    



z3TestGetLoc.test_get_loc_datetimelike_nonoverlappingarraysZ20180103z2 daysc                 C   s   t | d jS rZ   rS   rU   r5   r5   r6   rW      rX   c                 C   sr   t j| }|d jtd }||}tddd }||ks>tt|d j|d j	}||}d}||ksntd S )Nr   z12 hoursr   )
r   from_arraysr\   r   r,   slicer-   r   r   r   )r1   r`   rE   r]   rF   r^   rK   r5   r5   r6   %test_get_loc_datetimelike_overlapping}   s    


z0TestGetLoc.test_get_loc_datetimelike_overlappingvaluesz
2018-01-04z-1D)rO   freq)rO   re   rQ   z3 days      @g      c                 C   s
   t | jS rR   rS   rU   r5   r5   r6   rW      rX   c                 C   s>   t |dd  |d d }||d }d}||ks:td S )Nr   r"   r   )r   ra   r,   r-   )r1   rd   rE   rF   r^   r5   r5   r6   test_get_loc_decreasing   s    z"TestGetLoc.test_get_loc_decreasingkeyr   c              	   C   sD   t dddddg}t|}tjt|d || W 5 Q R X d S )Nr   r   r   r    r   rB   rJ   
   r   rm   r'   )r   r)   r>   r.   r/   r   r,   )r1   rh   r2   r4   r5   r5   r6   test_get_loc_non_scalar_errors   s    z)TestGetLoc.test_get_loc_non_scalar_errorsc              
   C   s   t tjtddtjg}tdddg}d tjtfD ]&}||ksDt||}t	|| q4t
tddtddfD ],}tjtt|d || W 5 Q R X qvd S )Nr   r   TFr
   nsr'   )r   npnanr   r   r   r-   r,   tmassert_numpy_array_equalr
   Ztimedelta64Z
datetime64r.   r/   r0   r>   )r1   rE   r^   rh   rF   r5   r5   r6   test_get_indexer_with_nans   s    
z%TestGetLoc.test_get_indexer_with_nansN)__name__
__module____qualname__r.   markparametrizer7   r@   rG   rL   r   r   r_   rc   rq   arangerg   ro   ru   r5   r5   r5   r6   r      sZ   





	





r   c                   @   s  e Zd Zejdeddddgdgfeddddgdgfeddd	dgdgfeddd
dgdgfeddddgdgfeddddgdgfeddddgdgfeddddeddddgddgfeddddeddddgddgfeddddeddddgddgfeddddeddddgddgfgdd Zejddgdgfdgdgfdgdgfdgdgfdgdgfdgdgfdgdgfdgdgfdgdgfdgdgfdgdgfddgddgfdddgdddgfddddgddddgfdddddgdddddgfgdd Zejddge	
dddgdd Zejdddgdd Zejded d!d"d#ged#d!d"e	jgejd#d!d"gd	ddddddde	jgd$d$d%d&ggd'd( Zd)d* Zd+d, Zejd-d.d/d"gd
fd0d1d2gdfd#d#d!gdfd#d3d"gd	fgd4d5 Zejddgdgdgffdgdgg ffdgdgg ffdgddgg ffdgddgg ffdgdddgg ffdgddgg ffdgdgg ffdgdgg ffdgdgdgffdgdgdgffddgdddddgg ffdddgddddddgg ffddddgdddddddgdgffdddddgddddddddddg
dgffgd6d7 Zd8d9 Zd:d; Zd<d= Zd>d? Zejd@eeegdAdB ZdCS )DTestGetIndexerzquery, expectedr   r    r   r   r   r   r"   r   r   r   r:   r;   rB   rJ   c                 C   s@   dddg}t j|dd}||}tj|dd}t|| d S )Nr   r   rj   )rB   rJ   r   r   intprT   r   r)   get_indexerrq   r   rs   rt   r1   queryr^   tuplesrE   rF   r5   r5   r6   test_get_indexer_with_interval   s
    

z-TestGetIndexer.test_get_indexer_with_intervalr9   r!   r   r<   rA   c                 C   s@   dddg}t j|dd}||}tj|dd}t|| d S )Nr   r   r   r   r    r   r   r~   r   r   r   r5   r5   r6   #test_get_indexer_with_int_and_float   s
    

z2TestGetIndexer.test_get_indexer_with_int_and_floatitemc                 C   sB   t jdg|d}||}tjdgt| dd}t|| d S )NrD   r   r   r~   r   )r   r)   r   rq   r   lenrs   rt   )r1   r   r   rE   rF   r^   r5   r5   r6   test_get_indexer_length_one   s    
z*TestGetIndexer.test_get_indexer_length_onesizec                 C   sL   t jdg|d}|tdd|g| }tjdg| dd}t|| d S )NrD   r   r   rB   r~   r   )r   r)   r   r   rq   r   rs   rt   )r1   r   r   rE   rF   r^   r5   r5   r6   $test_get_indexer_length_one_interval  s    z3TestGetIndexer.test_get_indexer_length_one_intervaltarget)rJ      r   r   r   foobarZbazc                 C   s@   t dddg}t||d}||}||}t|| d S )Nr   r   r   )ordered)r   r)   r   r   rs   rt   )r1   r   r   rE   Zcategorical_targetrF   r^   r5   r5   r6   test_get_indexer_categorical  s
    

z+TestGetIndexer.test_get_indexer_categoricalc                 C   s   t td}|t tjg}t|}||}tjdtj	d}t
|| |dd  |d d d }tjdddddgtj	d}t
|| |||}tjddddddddddg
tj	d}t
|| d S )	NrB   r   r   r"   r   r   r   r    )r   r[   rangeappendrq   rr   r   r   r{   r~   rs   rt   r   )r1   iiZii2Zci2rF   r^   r5   r5   r6   &test_get_indexer_categorical_with_nans  s    
$z5TestGetIndexer.test_get_indexer_categorical_with_nansc                 C   s   t tddd}|tdg}tjdgtjd}t	|| |tdg
t}t	|| |tdgj}t	|| d S )Nz
2018-01-01r    rN   z
2018-01-02r   r   )r   r[   r   r   r   rq   r   r~   rs   rt   Zastyper>   Zasi8)r1   r   rF   r^   r5   r5   r6   test_get_indexer_datetime2  s    z(TestGetIndexer.test_get_indexer_datetimeztuples, closedr}   ri   rD   )r   r    rI   r   c              	   C   s>   t j||d}d}tjt|d |ddg W 5 Q R X d S )Nr   zKcannot handle overlapping indices; use IntervalIndex.get_indexer_non_uniquer'   r   r   )r   r)   r.   r/   r   r   )r1   r   r   rE   r4   r5   r5   r6   test_get_indexer_errors@  s
    z&TestGetIndexer.test_get_indexer_errorsc           	      C   sf   dddg}t j|dd}||\}}tj|d dd}tj|d	 dd}t|| t|| d S )
N)r   r!   ri   rj   r   r   r   r~   r   r   )r   r)   get_indexer_non_uniquerq   r   rs   rt   )	r1   r   r^   r   rE   Zresult_indexerZresult_missingZexpected_indexerZexpected_missingr5   r5   r6   .test_get_indexer_non_unique_with_int_and_floatT  s    
z=TestGetIndexer.test_get_indexer_non_unique_with_int_and_floatc                 C   s   t dddg}t ddddg}||}tjddddgtjd	}t|| ||d
d  }tjd
dgtjd	}t|| d S )Nr   )r    rB   r   rI   )r   	   r   r   r"   r   r   )r   r)   r   rq   r   r~   rs   rt   )r1   Zidx1Zidx2rF   r^   r5   r5   r6   test_get_indexer_non_monotonicw  s    
z-TestGetIndexer.test_get_indexer_non_monotonicc                 C   sT   t tjtjg}t tjg}|jr&t||}tjddgtjd}t	|| d S )Nr   r   r   )
r   rq   rr   Z_index_as_uniquer-   get_indexer_forr   r~   rs   rt   )r1   rE   otherrF   r^   r5   r5   r6   ru     s    

z)TestGetIndexer.test_get_indexer_with_nansc                 C   sL   t ddddg}|tddg\}}tjddgtjd}t|| d S )N              ?r          @r   r   r   r   r   )	r   r)   r   r   rq   r   r~   rs   rt   )r1   rE   rF   _r^   r5   r5   r6   'test_get_index_non_unique_non_monotonic  s    
z6TestGetIndexer.test_get_index_non_unique_non_monotonicc                 C   sr   t jdddgdd}tdddgd	d}t||g}|dtd
dg}tj	dddgtj
d}t|| d S )N)r   rf   r   r   rK   )namer   r   r   r   r   r   r    rJ   r   )r   r)   r   r	   Zfrom_productZget_level_valuesr   r   rq   r   r~   rs   rt   )r1   Zinterval_indexZ	foo_indexZmulti_indexrF   r^   r5   r5   r6   *test_get_indexer_multiindex_with_intervals  s     

z9TestGetIndexer.test_get_indexer_multiindex_with_intervalsboxc                 C   sT   t dddd}|ttdddd}||}tjdddgtjd}t|| d S )Nz
2022-07-01Dr   )re   rO   Z3Dr"   r   )	r   r   r   r   rq   r   r~   rs   rt   )r1   r   rngr2   actualr^   r5   r5   r6   test_get_indexer_interval_index  s
    
z.TestGetIndexer.test_get_indexer_interval_indexN)rv   rw   rx   r.   ry   rz   r   r   r   rq   r{   r   r   r   r)   rr   r   r   r   r   r   r   ru   r   r   r   listr   r5   r5   r5   r6   r|      s   """"
	











	




		
"*

r|   c                   @   s   e Zd Zdd Zdd Zejdddgddgdd	gdd
ggejddddgdddgdddgdddgddddggdd ZdS )TestSliceLocsc              	   C   s  t dddg}|jtddtddddks2t|jtddd	dksLt|jtddd
dksft|jtddd
dkst|jtddtddddkstt dddg}|jtddtddddkst|jtddd	dkst|jtddd
dks
t|jtddd
dks&t|jtddtddddksJtt dddg}|jtddtddddks~t|jtddd	dkst|jtddd
dkst|jtddd
dkst|jtddtddddkstt dddg}tjtt	dd  |jtddtddd W 5 Q R X tjtt	dd |jtddd	 W 5 Q R X |jtddd
dksttjtt	dd |jtddd
 W 5 Q R X tjtt	dd  |jtddtddd W 5 Q R X t ddddg}|jtddtddddks0t|jtddd	dksLt|jtddd
dksht|jtddd
dkst|jtddtddddkstd S )Nr}   ri   rj   r   r   r    )startendr   r   )r   )r   r   r   r   r   )r   r   zR"Cannot get left slice bound for non-unique label: Interval(0, 2, closed='right')"r'   zS"Cannot get right slice bound for non-unique label: Interval(0, 2, closed='right')")r   r    )
r   r)   
slice_locsr   r-   r.   r/   r0   r*   r+   r1   rE   r5   r5   r6   test_slice_locs_with_interval  sl    """$$$$$$z+TestSliceLocs.test_slice_locs_with_intervalc                 C   s  t dddg}|dddks$t|dddks8t|dddksLt|ddd	ks`t|dd
dkstt|dd
dkstt dddg}|dddkst|dddkst|dddkst|dddkst|dd
dkst|dd
dkstd S )Nr   r   r   r   r   r   r}   r   r   r    r   r   )r   r   )r   r   )r   r   ri   )r   r   )r   r)   r   r-   r   r5   r5   r6   -test_slice_locs_with_ints_and_floats_succeeds  s    z;TestSliceLocs.test_slice_locs_with_ints_and_floats_succeedsr   r   r   r   r   r    r   r}   ri   rj   c              	   C   s<   |\}}t |}tjtdd ||| W 5 Q R X d S )Nzt'can only get slices from an IntervalIndex if bounds are non-overlapping and all monotonic increasing or decreasing'r'   )r   r)   r.   r/   r0   r   )r1   r   r   r   stoprE   r5   r5   r6   +test_slice_locs_with_ints_and_floats_errors  s    
z9TestSliceLocs.test_slice_locs_with_ints_and_floats_errorsN)	rv   rw   rx   r   r   r.   ry   rz   r   r5   r5   r5   r6   r     s   O$

r   c                   @   s.   e Zd Zejdddgdd Zdd ZdS )TestPutmaskrQ   z
US/PacificNc                 C   sv   t dd|d}t|}tj|jtd}d|dd< |||d }t|d gd t|dd   }t	
|| d S )	N
2016-01-01r   rP   r   Tr   r   r"   r   r   r[   rq   zerosshapeboolZputmaskr   rs   Zassert_index_equal)r1   rQ   dtir2   maskrF   r^   r5   r5   r6   test_putmask_dt640  s    
"zTestPutmask.test_putmask_dt64c                 C   s   t ddd}||d  }t|}tj|jtd}d|dd< |||d }t|d gd t|dd   }t	
|| d S )	Nr   r   rN   r   r   Tr   r"   r   )r1   r   Ztdir2   r   rF   r^   r5   r5   r6   test_putmask_td64<  s    
"zTestPutmask.test_putmask_td64)rv   rw   rx   r.   ry   rz   r   r   r5   r5   r5   r6   r   /  s   
r   c                   @   s(   e Zd Zejddgdgdd ZdS )TestGetValuerh   rB   r   c              
   C   sp   t dddddg}ttt||d}t|}tjt|d( t	
t ||| W 5 Q R X W 5 Q R X d S )Nri   rj   rk   rl   rn   )rE   r'   )r   r)   r   r   r   r>   r.   r/   r   rs   Zassert_produces_warningFutureWarning	get_value)r1   rh   r2   Zserr4   r5   r5   r6    test_get_value_non_scalar_errorsJ  s    z-TestGetValue.test_get_value_non_scalar_errorsN)rv   rw   rx   r.   ry   rz   r   r5   r5   r5   r6   r   I  s   r   c                   @   s   e Zd Zdd ZdS )TestContainsc                 C   s   t jddgddgdd}d|ks$td|ks0td|ks<ttdddd|ksRttdddd|kshttdddd|ks~ttdddd|ksttd	dd
d|ksttddd
d|ksttdddd|kstd S )Nr   r   r   r   r   r:   r   rB   r"   r   r   )r   ra   r-   r   r   r5   r5   r6   test_contains_dunderY  s    z!TestContains.test_contains_dunderN)rv   rw   rx   r   r5   r5   r5   r6   r   V  s   r   ) r*   Znumpyrq   r.   Zpandas.errorsr   Zpandasr   r   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   Zpandas._testingZ_testingrs   r   r|   r   r   r   r   r5   r5   r5   r6   <module>   s   H ( o}