o
    5c[r                     @   s  d dl mZm Z mZm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mZmZ d dlmZ d dlmZ e ddde dddZ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G dd dZG dd dZG dd dZ G dd dZ!dS )    )datedatetimetime	timedeltaN)InvalidIndexError)DatetimeIndexIndex	Timestampbdate_range
date_rangenotna)	to_offseti       c                   @   sX   e Zd Zdd Zdd Zejdddgdd	 Zejdddgd
d Z	dd Z
dS )TestGetItemc                 C   sD   t ddd}t ddd}t||ddd}|dd  j|jks J d S )	Nz2013-07-01 00:00:00zAmerica/Los_Angelestzz2013-07-02 00:00:00H
timebucketfreqnamer   )r	   r   r   )selfstetdr r   b/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/indexes/datetimes/test_indexing.pytest_getitem_slice_keeps_name   s   z)TestGetItem.test_getitem_slice_keeps_namec                 C   sJ  t ddddd}t dddddd}||fD ]}|d }|td|jd	ks&J |dd
 }t ddd|jdd}t|| |j|jksDJ |ddd }t ddd|jdd}t|| |j|jkscJ |ddd }t ddd|jdd}t|| |j|jksJ |dd d }tg dd|jdd}t|| |j|jksJ qd S )N
2011-01-01
2011-01-31Didxr   
Asia/Tokyor   r   r   r   r      
2011-01-05
      z
2011-01-092Di   z
2011-01-12z
2011-01-243D   )r&   
2011-01-04
2011-01-03
2011-01-02r   z-1D)r   r	   r   tmassert_index_equalr   r   r   idx1idx2r"   resultexpectedr   r   r   test_getitem%   sF   
zTestGetItem.test_getitemr   BCc                 C   s   t tt|d}|d d }t|tjd d |d}t|| |j	|j	ks)J |j	|j	ks1J |d d d }|j	t
|d ksCJ |g d }t|dksQJ t|tsXJ |j	d u s_J |d |td kslJ d S )Nr   r%   )r-   r+   r(   r   r   r-   )r
   STARTENDr   viewnpndarrayr2   r3   r   r   len
isinstanceint_)r   r   rngsmallerexpslicedfancy_indexedr   r   r   test_dti_business_getitemN   s   z%TestGetItem.test_dti_business_getitemc                 C   sj   t tt|d}tt |d d d f }W d    n1 sw   Y  |jd d d f }t|| d S )Nr<   )r
   r=   r>   r2   assert_produces_warningFutureWarningvaluesassert_numpy_array_equal)r   r   rE   rM   r8   r   r   r   /test_dti_business_getitem_matplotlib_hackaroundb   s   z;TestGetItem.test_dti_business_getitem_matplotlib_hackaroundc                 C   st   t dddd}|g d }|d }|d }|d }|td	ks!J |td
ks)J |tdks1J |jd u s8J d S )Nz1/1/2005z	12/1/2005M)startendr   )r   r+   r%   r   r   r(   z	2/28/2005z	4/30/2005z	6/30/2005)r   r	   r   )r   dtidti2v1v2v3r   r   r   test_getitem_int_listk   s   z!TestGetItem.test_getitem_int_listN)__name__
__module____qualname__r   r9   pytestmarkparametrizerJ   rO   rX   r   r   r   r   r      s    )

r   c                   @   s4   e Zd Zdd Zdd Zdd Zdd Zd	d
 ZdS )	TestWherec                 C   s^   t ddddd}g d}t|d |d |d gd dd	}|||d d d
 }t|| d S )N20130101r+   r!   r"   )periodsr   r   )TTFr   r   r   r.   )r   r   wherer2   r3   )r   rS   condr8   r7   r   r   r   test_where_doesnt_retain_freq|   s
    z'TestWhere.test_where_doesnt_retain_freqc                 C   s   t dddd}tjtjfD ]}|jt||d}|}t|| q|	 }t
tjtjg|dd    }|t||}t|| |	 }t
tjtjg|dd    }|t||j}t|| d S )Nr`   r+   
US/Easternra   r   )otherr(   )r   r@   nanpdNaTrb   r   r2   r3   copyr   tolist_values)r   iarrr7   r8   i2r   r   r   test_where_other   s     zTestWhere.test_where_otherc                 C   s  t dddd}|dd   }ttjtjg| }t|}|||j}ttjjtjjg| t	d}t
|| |d }|||}t|d |d g|dd    t	d}t
|| |d d	}|||}t|d |d g| t	d}t
|| |jd
}	|||	}t|	d |	d g| t	d}t|d tjsJ t
|| |||j}ttjjtjjg| t	d}t|d tsJ t
|| tjdd}
|||
}t|
|
g| t	d}|d |
u sJ t
|| d S )Nr`   r+   re   rf   r(   dtyper   r   r!   ztimedelta64[ns]r-   )days)r   rl   r   ri   rj   r   rb   rM   asm8objectr2   r3   tz_localize	to_periodasi8r?   rC   r@   timedelta64valueint	Timedelta)r   rS   tailrp   maskr7   r8   naivepitdatdr   r   r   test_where_invalid_dtypes   s:   
(z#TestWhere.test_where_invalid_dtypesc                 C   sr   |}t dd|d}tg d}tdd}t|d ||d gtd	}|d
 |u s+J |||}t|| d S )Nz
2013-01-01r+   rf   )TFTrj   nsr   r(   rr   r   )	r   r@   arrayrz   r   rv   rb   r2   r3   )r   tz_aware_fixturer   rS   rc   tdnatr8   r7   r   r   r   test_where_mismatched_nat   s   z#TestWhere.test_where_mismatched_natc                 C   sv   t dddd}|t|}|}t|| | }ttjtjg|dd  	  }|t|}|}t|| d S )Nr`   r+   re   rf   r(   )
r   rb   r   r2   r3   rk   r   ri   rj   rl   )r   rn   r7   r8   rp   r   r   r   test_where_tz   s    zTestWhere.test_where_tzN)rY   rZ   r[   rd   rq   r   r   r   r   r   r   r   r_   {   s    *r_   c                   @   sN   e Zd Zdd Zdd Zdd Zejdg dd	d
 Z	dd Z
dd ZdS )TestTakec                 C   sP   t tjtdtdg}|g d}t |d |d |d g}t|| d S )Nr`   20130102r.   r   r   r.   r   r   )r   ri   rj   r	   taker2   r3   )r   indexr7   r8   r   r   r   test_take_nan_first_datetime   s   z%TestTake.test_take_nan_first_datetimec                 C   s  t ddddd}t dddddd}||fD ]}|dg}|td|jd	ks(J |g d
}t ddd|jdd}t|| |j|jksGJ |g d}t ddd|jdd}t|| |j|jksfJ |g d}t ddd|jdd}t|| |j|jksJ |g d}tg dd |jdd}t|| |jd u sJ |g d}tg dd |jdd}t|| |jd u sJ qd S )Nr   r    r!   r"   r   r#   r$   r   r   r   r   r(   r0   )r   r(   r-   r&   r)   )   r-   r   z
2011-01-08r1   z-3D)r+   r(   r%   )r/   r0   
2011-01-06)r(   r%   )z
2011-01-29r0   r   )r   r   r	   r   r2   r3   r   r   r4   r   r   r   	test_take   sX   
zTestTake.test_takec                 C   s   t ddddd}g d}d}tjt|d |j|d	d
 W d    n1 s'w   Y  d}tjt|d |j||d W d    n1 sGw   Y  d}tjt|d |j|dd W d    d S 1 shw   Y  d S )Nr   r    r!   r"   r   )r      r%   	   r'         r+   z1take\(\) got an unexpected keyword argument 'foo'matchr(   )fooz$the 'out' parameter is not supported)outz%the 'mode' parameter is not supportedclip)mode)r   r\   raises	TypeErrorr   
ValueError)r   r"   indicesmsgr   r   r   test_take_invalid_kwargs  s   "z!TestTake.test_take_invalid_kwargsr   )Nre   r#   c                 C   s   t ddddt ddddt ddddt ddddg}tddd	|d
d}t|d d
|d}|g d}|g d }||fD ]&}t|| t|tsKJ |jd u sRJ |j|jksZJ |j	|j	ksbJ q<d S )Nr   r      r         z2010-01-01 09:00z2010-02-01 09:00r   r"   )rQ   rR   r   r   r   )r   r   r   )r%   r         )
r   r   r   r   r2   r3   rC   r   r   r   )r   r   datesr"   r8   taken1taken2takenr   r   r   
test_take2&  s,   zTestTake.test_take2c                 C   s  t g ddd}|tg d}t g ddd}t|| |jtg ddd}t g ddd}t|| |jtg dd	dd
}t g ddd}t|| d}tjt|d |jtg ddd W d    n1 suw   Y  tjt|d |jtg ddd W d    n1 sw   Y  d}tjt	|d |tddg W d    d S 1 sw   Y  d S )Nr   
2011-02-01
2011-03-01xxx)r   r   r   r.   r   r   r   T
fill_valuer   r   rj   F
allow_fillr   JWhen allow_fill=True and fill_value is not None, all indices must be >= -1r   r   r   r   r   r*   out of boundsr   r*   
r   r   r@   r   r2   r3   r\   r   r   
IndexErrorr   r"   r7   r8   r   r   r   r   test_take_fill_valueB  s,   "zTestTake.test_take_fill_valuec                 C   s  t g dddd}|tg d}t g dddd}t|| |jtg ddd}t g d	ddd}t|| |jtg dd
dd}t g dddd}t|| d}tjt|d |jtg ddd W d    n1 syw   Y  tjt|d |jtg ddd W d    n1 sw   Y  d}tjt	|d |tddg W d    d S 1 sw   Y  d S )Nr   r   re   )r   r   r   r   Tr   r   Fr   r   r   r   r   r   r   r*   r   r   r   r   r   "test_take_fill_value_with_timezone`  s<   



"z+TestTake.test_take_fill_value_with_timezoneN)rY   rZ   r[   r   r   r   r\   r]   r^   r   r   r   r   r   r   r   r      s    4
r   c                   @   s   e Zd Zejdg dejddd Zejddd Zdd	 Z	d
d Z
dd Zdd Zdd Zejdedededgdd Zdd Zdd ZdS )
TestGetLocmethod)Npadbackfillnearestz#ignore:Passing method:FutureWarningc                 C   s   t ddd}||d |dksJ ||d  |dks J |t|d |dks.J |d urC|j|d |tdddksEJ d S d S )N
2000-01-01r+   ra   r   z0 days	tolerance)r   get_locto_pydatetimestrri   r}   )r   r   r"   r   r   r   test_get_loc_method_exact_match  s   "z*TestGetLoc.test_get_loc_method_exact_matchc                 C   s2  t ddd}|jddddksJ |jddddksJ |jddd	d
dks(J |jddtdd
dks7J |jddtddd
dksGJ |jddtdd
dksUJ tjt	dd |jdddd
 W d    n1 sow   Y  tjt
dd |jdddd
 W d    n1 sw   Y  tjt	dd |jddtd td gd
 W d    n1 sw   Y  |jdddtddksJ |jdddtddksJ |jddddksJ |jddddksJ tjt
dd |jddd W d    n	1 s
w   Y  tjt
dd |jddd W d    n	1 s)w   Y  tjt
dd |d W d    n	1 sFw   Y  tjtd d |td W d    n	1 sew   Y  tdd!g}|jd"dddks|J |jd#dddksJ |jdddtddksJ d S )$Nr   r+   r   r   r   r   z2000-01-01T12r   z1 dayr   r   1Dr!   zunit abbreviation w/o a numberr   r   z'2000-01-01T03'z2000-01-01T03z2 hoursz+tolerance size must match target index size1day2000z2000-0119992001r(   z'1999'r   z'2001'r   z'foobar'foobarzslice\(None, 2, None\)z
2000-01-04z
2000-01-02
2000-01-03)r   r   ri   r}   r@   rz   r   r\   r   r   KeyErrorto_timedelta64slicer   r   )r   r"   r   r   r   test_get_loc  sj   "zTestGetLoc.test_get_locc              	   C   s   t dddd}|td}tdg}tj||dd |tdd}tg }tj||dd d	}tjt	|d
2 tj
tdd
 |jtdddd W d    n1 sWw   Y  W d    d S W d    d S 1 sow   Y  d S )Nr      r   ra   r   r   F)check_dtype   z:cannot yet lookup inexact labels when key is a time objectr   
deprecatedr   r   )r   r   r   r@   r   r2   rN   r\   r   NotImplementedErrorrK   rL   r   r   r   r   test_get_loc_time_obj  s   
"z TestGetLoc.test_get_loc_time_objc                 C   s  ddl m} |tjddgtjd }tddd}|jd	 |jd
  |j }d}|D ]U}t	d|dd}t
jtj||d}tj|||tjd}	|j|}
t|
|	 t|| |j|	  | | }}||  d9  < |j|	  d9  < t|| q)d S )Nr   )_SIZE_CUTOFFid   rr   r      r   i  <   iQ z
2014-11-26Sr   r   i)pandas._libs.indexr   r@   r   int64r   hourminutesecondr   ri   Seriesrandomrandnarangeintpr   r   r2   rN   assert_series_equalilocrk   )r   r   r   keyrQ   stepnr"   tslocsr7   leftrightr   r   r   test_get_loc_time_obj2  s"   z!TestGetLoc.test_get_loc_time_obj2c                 C   sD   t dddd}ttjg}||}tjg tjd}t	|| d S )Nr   +   iH7 )r   r   microsecondrr   )
r   r   ri   rj   r   r@   r   r   r2   rN   )r   ticrS   locr8   r   r   r   test_get_loc_time_nat  s
   
z TestGetLoc.test_get_loc_time_natc                 C   sv   t tdddtddddd}tddd}tjtdd	 |j|d
d}W d    n1 s.w   Y  |dks9J d S )Nz2019-12-12 00:00:00re   r   z2019-12-13 00:00:005sr<   z2019-12-12 10:19:25r   r   r   r   i	  )r   r	   r2   rK   rL   r   )r   rS   r   r7   r   r   r   test_get_loc_tz_aware  s   

z TestGetLoc.test_get_loc_tz_awarec                 C   s   t ddg}|tjdksJ |d dksJ |tjdks#J |tjdks-J |tddks9J tj	t
dd |td W d    d S 1 sTw   Y  d S )N1/3/2000rj   r   r   )r   r   ri   rj   r@   rh   NA
datetime64r\   r   r   rz   r   r   r   r   r   test_get_loc_nat  s   "zTestGetLoc.test_get_loc_natr   r   r   c                 C   sN   t ddd}d}tjt|d || W d    d S 1 s w   Y  d S )Nz
1970-01-01r'   r   z,Cannot index DatetimeIndex with [Tt]imedeltar   )r   r\   r   r   r   )r   r   rS   r   r   r   r   "test_get_loc_timedelta_invalid_key  s
   "z-TestGetLoc.test_get_loc_timedelta_invalid_keyc                 C   sH   t dg}tjtdd |d W d    d S 1 sw   Y  d S )Nr  r   r   1/1/2000)r   r\   r   r   r   r
  r   r   r   !test_get_loc_reasonable_key_error#  s   
"z,TestGetLoc.test_get_loc_reasonable_key_errorc                 C   s.   t dd}|d}tdd}||ksJ d S )Nr  z1/1/20102009i  iE  )r   r   r   r   rE   r7   r8   r   r   r   test_get_loc_year_str)  s   


z TestGetLoc.test_get_loc_year_strN)rY   rZ   r[   r\   r]   r^   filterwarningsr   r   r   r   r  r  r  ri   r}   r   r  r  r  r   r   r   r   r     s    

	
9
"
r   c                	   @   sH   e Zd Zdd Zejdg dg dg dg dg dgd	d
 ZdS )TestContainsc                 C   s,   t ddddd}t||g}||v sJ d S )Ni  r   r%      r   )r   r   )r   dixr   r   r   !test_dti_contains_with_duplicates2  s   z.TestContains.test_dti_contains_with_duplicatesvals)r   r   r   )r   r   r.   )r   r.   r.   )2015r  2016)r  r  2014c                 C   s   t |}|d |v sJ d S )Nr   )r   )r   r  r"   r   r   r   test_contains_nonunique7  s   z$TestContains.test_contains_nonuniqueN)rY   rZ   r[   r  r\   r]   r^   r  r   r   r   r   r  1  s    
r  c                
   @   s   e Zd Zdd Zdd Zejdeddde	dge	d	eddd
ggdd Z
ejdeddde	d	gddgfe	d	edddgddgfedddedddgddgfgejddd Zdd ZdS )TestGetIndexerc                 C   s:   t ddd}||dd }||}t|| d S )Nr  r  r   c                 S   s   |   S )N)r   )xr   r   r   <lambda>K  s    z;TestGetIndexer.test_get_indexer_date_objs.<locals>.<lambda>)r   get_indexermapr2   rN   r  r   r   r   test_get_indexer_date_objsH  s   
z)TestGetIndexer.test_get_indexer_date_objsc                 C   s  t ddd}tjg dtjd}t||| |d tg d }t||dtjg d	tjd t||d
tjg dtjd t||dtjg dtjd t|j|dt	ddtjg dtjd t	dt	dt	d
 g}t|j|ddd |D dtjg dtjd t	d
 t	d
 dg}d}tjt|d |j|d|d W d    n1 sw   Y  tjtdd |j|dg ddd W d    d S 1 sw   Y  d S )Nr   r+   r   r   rr   r   )z-1 hourz12 hoursz1 day 1 hourr   r   r   r   )r   r   r   z1 hourr   )r   r.   r   c                 S   s   g | ]}t |qS r   )r@   rz   ).0r  r   r   r   
<listcomp>i  s    z3TestGetIndexer.test_get_indexer.<locals>.<listcomp>z2 hourr   z*Could not convert 'foo' to NumPy timedeltar   zabbreviation w/o a numberr   )r   r@   r   r   r2   rN   r   ri   to_timedeltar}   r   r\   r   r   )r   r"   rG   targettol_rawtol_badr   r   r   r   test_get_indexerO  sL   "zTestGetIndexer.test_get_indexerr&    r   
2020-01-02
2020-01-01r(   c                 C   sB   t tdtdg}||}tjddgtjd}t|| d S )Nr,  r+  r   r   rr   r   r	   r   r@   r   r   r2   rN   )r   r&  rM   r7   r8   r   r   r   test_get_indexer_mixed_dtypesx  s   	
z,TestGetIndexer.test_get_indexer_mixed_dtypesztarget, positionsi'  r.   r   z.ignore:Comparison of Timestamp.*:FutureWarningc                 C   s>   t tdtdg}||}tj|tjd}t|| d S )Nr,  r+  rr   r-  )r   r&  	positionsrM   r7   r8   r   r   r   #test_get_indexer_out_of_bounds_date  s   

z2TestGetIndexer.test_get_indexer_out_of_bounds_datec                 C   s`   t dddd}|g d }d}tjt|d |j|dd	 W d    d S 1 s)w   Y  d S )
Nr  z3/1/2000r:   r<   )r   r   r(   z0index must be monotonic increasing or decreasingr   r   r   )r   r\   r   r   r   )r   rE   rng2r   r   r   r   *test_get_indexer_pad_requires_monotonicity  s   "z9TestGetIndexer.test_get_indexer_pad_requires_monotonicityN)rY   rZ   r[   r"  r)  r\   r]   r^   r   r	   r.  r  r0  r2  r   r   r   r   r  G  s(    )

r  c                   @   s   e Zd Zdd Zdd ZdS )TestMaybeCastSliceBoundc                 C   sR   t dddd}|dd}td}||ksJ |dd}td	}||ks'J d S )
N1Hr   r  )r   ra   rR   z
2015-01-02r   z2015-01-02 23:59:59.999999999r   z2015-01-02 00:00:00)r   _maybe_cast_slice_boundr	   )r   	empty_idxr   rG   r   r   r   r   "test_maybe_cast_slice_bounds_empty  s   z:TestMaybeCastSliceBound.test_maybe_cast_slice_bounds_emptyc                 C   s0   t ddg}|dd}td}||ksJ d S )N2017z
2017-01-01r   )r   r5  r	   )r   r"   r7   r8   r   r   r   )test_maybe_cast_slice_duplicate_monotonic  s   zATestMaybeCastSliceBound.test_maybe_cast_slice_duplicate_monotonicN)rY   rZ   r[   r7  r9  r   r   r   r   r3    s    r3  c                   @   s   e Zd Zdd ZdS )TestGetValuec              	   C   sd  t ddd}tdd}tj||d}|d }tjtdd	# t	t
 ||| W d    n1 s5w   Y  W d    n1 sDw   Y  t	t
 |||}W d    n1 s_w   Y  |d
ksjJ t	t
 ||| }W d    n1 sw   Y  |d
ksJ t	t
 ||| }W d    n1 sw   Y  |d
ksJ d S )Nz
2016-01-01r+   r   r   r   r   r   zhas no attribute '_values'r   r   )r   r@   r   ri   r   r\   r   AttributeErrorr2   rK   rL   	get_valuer   to_datetime64)r   rS   ro   serr   r7   r   r   r   test_get_value  s,   zTestGetValue.test_get_valueN)rY   rZ   r[   r?  r   r   r   r   r:    s    r:  c                   @   s   e Zd Zejdeeegejdg dejdddgdd Z	ejdeegejdg dejd	d
dgejdddgdd Z
ejdeegejdg ddd ZdS )TestGetSliceBoundsboxkind)getitemr  Nzside, expected)r   r-   )r   r%   c                 C   s|   |}t dd|}|dddd}|d u rd nt}	t|	 |j|||d}
W d    n1 s1w   Y  |
|ks<J d S )Nr   
2000-02-11i  r   r   yearmonthdayrB  sider
   rw   rL   r2   rK   get_slice_bound)r   rA  rB  rJ  r8   r   r   r   r   warnr7   r   r   r   %test_get_slice_bounds_datetime_within  s   z8TestGetSliceBounds.test_get_slice_bounds_datetime_withinrJ  r   r   zyear, expected)i  r   )r*  r   c                 C   s|   |}t dd|}||ddd}	|d u rd nt}
t|
 |j|	||d}W d    n1 s1w   Y  ||ks<J d S )Nr   rD  r   r   rE  rI  rK  )r   rA  rB  rJ  rF  r8   r   r   r   r   rM  r7   r   r   r   &test_get_slice_bounds_datetime_outside  s   z9TestGetSliceBounds.test_get_slice_bounds_datetime_outsidec           
      C   s   |}t ddg|}|ddd}|d u rd nt}t| |||ddd}W d    n1 s3w   Y  d}	||	ks@J d S )Nz
2010-01-01z
2010-01-03r   r   r(   )r   r   )r   rw   rL   r2   rK   
slice_locs)
r   rA  rB  r   r   r   r   rM  r7   r8   r   r   r   test_slice_datetime_locs  s   z+TestGetSliceBounds.test_slice_datetime_locsN)rY   rZ   r[   r\   r]   r^   r   r   r	   rN  rO  rQ  r   r   r   r   r@    s    r@  c                   @   s.   e Zd Zdd Zejdg ddd ZdS )TestIndexerBetweenTimec              	   C   sf   t dddd}d}tjt|d |tddd	dtddd	d
 W d    d S 1 s,w   Y  d S )Nr  1/5/20005minr<   zGCannot convert arg \[datetime\.datetime\(2010, 1, 2, 1, 0\)\] to a timer   r   r   r(   r%   )r   r\   r   r   indexer_between_timer   )r   rE   r   r   r   r   test_indexer_between_time  s
   ""z0TestIndexerBetweenTime.test_indexer_between_timeunit)usmssc                 C   s   t dddd}|jj}|d| d}t|jj||jd}t|}|j|jks+J tdd	}td
d}|	||}	|	||}
t
|	|
 tdd	dd}td
ddd}|	||}	|	||}
t
|	|
 d S )Nr  rS  rT  r<   zM8[]rr   r      r(      r   in  i  )r   _data_ndarrayastypetype_simple_newrs   r   r   rU  r2   rN   )r   rW  rE   arr_nanoro   dtarS   r  tocr7   r8   r   r   r   "test_indexer_between_time_non_nano  s    

z9TestIndexerBetweenTime.test_indexer_between_time_non_nanoN)rY   rZ   r[   rV  r\   r]   r^   rf  r   r   r   r   rR    s    rR  )"r   r   r   r   numpyr@   r\   pandas.errorsr   pandasri   r   r   r	   r
   r   r   pandas._testing_testingr2   pandas.tseries.frequenciesr   r=   r>   r   r_   r   r   r  r  r3  r:  r@  rR  r   r   r   r   <module>   s*     ^_ - ,Z4