o
    _~#g                  	   @   s   d dl mZ d dlZd dlZd dlZd dlZd dl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 d dlm  mZ ejddgddd ZG dd	 d	Zd
d Zdd Zejdddgddgedddgd gdd Z dS )    )permutationsN)
IndexIntervalIntervalIndex	Timedelta	Timestamp
date_rangeinterval_rangeisnanotnatimedelta_rangefoo)paramsc                 C   s   | j S N)param)request r   /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/env/lib/python3.10/site-packages/pandas/tests/indexes/interval/test_interval.pyname   s   r   c                   @   s:  e Zd ZeddgddgZdddZdddZd	d
 Ze	j
dg dej ddddddddejg
edde	jedddde	j
jdddeg dgdd Zdd Zd d! Zd"d# Zd$d% Ze	j
d&edd'd(d)ed*d+d,d-d.eed/d0d1d)eed2d3dd)gd4d5 Zd6d7 Zd8d9 Zd:d; Ze	j
jded<d=d>ed<d=d?d@edAd=d>gdBdC dDdEdF Z e	j
dedGdHd>edAdHd>gdIdJ Z!e	j
jdKdLdC e"gdMdNgdDdOdP Z#e	j
jdKej$dQdC dRdC gg dSdDdTdU Z%e	j
jdVe&ed<d=d>ed<d=d?d@edAd=d>gddWdC dDe	j
jdKej$dXdC dYdC dZdC e"gg d[dDd\d] Z'd^d_ Z(d`da Z)dbdc Z*ddde Z+dfdg Z,dhdi Z-djdk Z.e	j
dldmd?gdndo Z/dpdq Z0drds Z1e	j
dtddej2fedGed2ej3fedAed2ej3fgdudv Z4e	j
dwe"e5e6d'e6ddxe"e5ed/d'd>ed/d'd>e"e5edAd'd>ed2d'd>gdydz Z7e	j
dwe"e5e6d'e6ddxej2g e"e5ed/d'd>ed/d'd>ej2g e"e5edAd'd>ed2d'd>ej2g ge	j
d{d|d}gd~d Z8dd Z9e	j
dg ddd Z:e	j
dg ddd Z;dd Z<dmS )TestIntervalIndexr         rightc                 C   s   t jtd|dS )N   closed)r   from_breaksrange)selfr   r   r   r   create_index    s   zTestIntervalIndex.create_indexc              	   C   sH   ddgdgd  }t jt|tdtjt|tddtj|dS )NTF   
   r   r   r   )r   from_arraysnpwherearangenan)r   r   maskr   r   r   create_index_with_nan#   s   z'TestIntervalIndex.create_index_with_nanc                    s  | j  d}t|dksJ |jdksJ |jdksJ t|jttj	dtj
d t|jttj	ddtj
d t|jttj	ddtjd |j ksRJ  fd	d
ttdtddD }tj|td}tt|| | j d}t|dksJ |jdksJ |jdksJ tdtjddddddddg
}|d }|d }t|j| t|j| t|j| |j ksJ  fdd
t||D }tj|td}tt|| d S )Nr   r!   )r!   dtyper   r         ?g      %@c                    s   g | ]
\}}t || qS r   r   .0leftr   r   r   r   
<listcomp>7   s    
z5TestIntervalIndex.test_properties.<locals>.<listcomp>r   r                  r    	   c                    s*   g | ]\}}t |rt|| ntjqS r   )r   r   r#   r&   r-   r   r   r   r0   M   s    )r   lensizeshapetmassert_index_equalr/   r   r#   r%   int64r   midfloat64r   zipr   arrayobjectassert_numpy_array_equalasarrayr(   r&   )r   r   indexivsexpectedexpected_leftexpected_rightexpected_midr   r   r   test_properties+   s:     

z!TestIntervalIndex.test_propertiesbreaks)r   r   r   r3      5      i  i  iz  i iir+         ?gffffff@e      z
2017-01-01z
2017-01-04s)unitzmismatched result unit)reason)marks)1ns2ms3s4min5h6Dc                 C   sh   t j||d}|j}tdd |D }t|| |dtj}|j}tdd |D }t|| d S )Nr   c                 s   s    | ]}|j V  qd S r   )lengthr.   ivr   r   r   	<genexpr>e   s    z0TestIntervalIndex.test_length.<locals>.<genexpr>r   c                 s   s"    | ]}t |r|jn|V  qd S r   )r   r\   r]   r   r   r   r_   k   s     )	r   r   r\   r   r:   r;   insertr#   r&   )r   r   rK   rD   resultrF   r   r   r   test_lengthT   s   zTestIntervalIndex.test_lengthc                 C   s   | j |d}|jdu sJ | }tjt|td}t|| |	 }tj
t|td}t|| | j|d}|jdu s@J | }tddgdgt|d   }t|| |	 }tddgdgt|d   }t|| d S )Nr   Fr)   Tr   )r   hasnansr
   r#   zerosr7   boolr:   rB   r   onesr(   r@   r   r   rD   ra   rF   r   r   r   test_with_nansn   s      z TestIntervalIndex.test_with_nansc                 C   sP   | j |d}| }||sJ |jdd}||sJ |j|jus&J d S )Nr   T)deep)r   copyequalsr/   )r   r   rF   ra   r   r   r   	test_copy   s   zTestIntervalIndex.test_copyc                 C   s   | j |d}t|dd}tj|jj|jjdd tj|jj|jjdd tt|dd}tj|jj|jjdd tj|jj|jjdd d S )Nr   F)rj   same)
check_samerj   )	r   r   r:   rB   r/   valuesr   r#   r@   )r   r   rD   ra   r   r   r   test_ensure_copied_data   s   
z)TestIntervalIndex.test_ensure_copied_datac                 C   sB   t jddt jd}tj||d}| j|dd}t|| d S )Nr   r   r)   r   r   )	r#   r%   r<   r   r   r   deleter:   r;   )r   r   rK   rF   ra   r   r   r   test_delete   s   zTestIntervalIndex.test_deletedatar!   neither)periodsr   g333333?r          @both)ru   freqr   20170101   r/   z1 dayr4   c              	   C   s  |d }t |g}||}|d|}t|| ||}|t||}t|| |d d ||dd  }|d|}t|| |dd}|tdd}t|| d}tj	t
|d |jdd W d    n1 syw   Y  d}h d|jh D ]H}d	| d
|j d}t|j|j|d}	|d|	}|td|	}t|| tj	t|d |jd|	 W d    n1 sw   Y  qt tjg|jd}
tjd tjfD ]}|d d |
|dd  }|d|}t|| q|jjjdvr4|tdtj}d}tj	t
|d |jdtj W d    n	1 s/w   Y  |dtj}t|| d S )Nr   r1   r   r   z=can only insert Interval objects and NA into an IntervalArraymatchz+'value.closed' is 'left', expected 'right'.>   rw   r/   r   rt   z'value.closed' is 'z', expected 'z'.r   )mM)r   appendr`   r:   r;   r7   astyperA   pytestraises	TypeError_datar   r   r/   r   
ValueErrorr#   r&   pdNAr*   kindNaT)r   rs   itemidx_itemrF   ra   resmsgr   bad_itemna_idxnar   r   r   test_insert   sT   



  zTestIntervalIndex.test_insertc                 C   s   t jddg|d}|jdu sJ t jg d|d}|jdu s J t jddg|d}|jdu s0J t jtjtjfg|d}|jdu sCJ t jtjtjftjtjfg|d}|jdu s[J d	S )
zW
        Interval specific tests for is_unique in addition to base class tests
        r   r   )r+   rO   r   Tr   r   r   r1   r   r1   )r   )r   FN)r   from_tuples	is_uniquer#   r&   r   r   idxr   r   r   test_is_unique_interval   s   z)TestIntervalIndex.test_is_unique_intervalc                 C   s  t jg d|d}|jdu sJ |jdu sJ |jdu sJ |jdu s%J t jg d|d}|jdu s5J |jdu s<J |jdu sCJ |jdu sJJ t jg d|d}|jdu sZJ |jdu saJ |jdu shJ |jdu soJ t jg d|d}|jdu sJ |jdu sJ |jdu sJ |jdu sJ t jg d|d}|jdu sJ |jdu sJ |jdu sJ |jdu sJ t jg d	|d}|jdu sJ |jdu sJ |jdu sJ |jdu sJ t jg d
|d}|jdu sJ |jdu sJ |jdu sJ |jdu sJ t jg d|d}|jdu sJ |jdu sJ |jdu s%J |jdu s-J t jddg|d}|jdu s>J |jdu sFJ |jdu sNJ |jdu sVJ t g |d}|jdu sdJ |jdu slJ |jdu stJ |jdu s|J d S )N)r   r   r2   r3   r   TF)r   r   r   )r   r   r   )r   r   r+   rv   r   )r   r   r   )r   r   r   r   )r   r   r   r   )r   r   is_monotonic_increasing!_is_strictly_monotonic_increasingis_monotonic_decreasing!_is_strictly_monotonic_decreasingr   r   r   r   test_monotonic  sd   z TestIntervalIndex.test_monotonicc                 C   sF   t tjtjg}|jrJ |jrJ |jrJ |jrJ |jr!J d S r   )r   r#   r&   r   r   r   r   )r   rD   r   r   r   test_is_monotonic_with_nansN  s   



z-TestIntervalIndex.test_is_monotonic_with_nans20180101r2   )ru   z
US/Eastern)ru   tzz0 daysc                 C   
   t | jS r   strr*   xr   r   r   <lambda>_     
 zTestIntervalIndex.<lambda>)idsc                 C   s   t |}||}t |j}t|| t|d |d }||}t|d j|d j}||ks5J ||}t|j}t|| ||d }|d j}||ksWJ |t	|}t|j}t|| d S Nr   r   )
r   r   _maybe_convert_i8asi8r:   r;   r   _valuer   list)r   rK   rD   ra   rF   intervalr   r   r   test_maybe_convert_i8X  s"   






z'TestIntervalIndex.test_maybe_convert_i8z
2018-01-01r3   c                 C   s   t |}|tjgd d}ttjgd tj	d}|
|}t|| |d|d }|dt|d j}|
|}t|| d S )Nr1   nsr)   r   )r   r   _constructorr   r   as_unitr   r#   r&   r>   r   r:   r;   r`   floatr   )r   rK   rD   
to_convertrF   ra   r   r   r   test_maybe_convert_i8_nat  s   


z+TestIntervalIndex.test_maybe_convert_i8_natmake_keyc                 C      | S r   r   rK   r   r   r   r         lambdar   c           
      C   sd   t jd|d}t|}||}||}|jj}t jt jt j	d| }t
||d}	t||	 d S )Nr3   r)   )iuf)r#   r%   r   r   r   r*   r   r<   uint64r>   r   r:   r;   )
r   r   any_real_numpy_dtyperK   rD   keyra   r   expected_dtyperF   r   r   r   test_maybe_convert_i8_numeric  s   

z/TestIntervalIndex.test_maybe_convert_i8_numericc                 C      t | d | d S r   r,   r   r   r   r   r         c                 C      | d S Nr   r   r   r   r   r   r         )r   r   scalarc                 C   s:   t jd|d}t|}||}||}||u sJ d S )Nr3   r)   )r#   r%   r   r   r   )r   r   r   rK   rD   r   ra   r   r   r   'test_maybe_convert_i8_numeric_identical  s
   

z9TestIntervalIndex.test_maybe_convert_i8_numeric_identicalzbreaks1, breaks2c                 C   r   r   r   r   r   r   r   r     r   c                 C   r   r   r,   r   r   r   r   r     r   c                 C   r   r   r   r   r   r   r   r     r   c                 C   r   r   r   r   r   r   r   r     r   )r   r   r   r   r   c                 C   sn   t |}||}d|j d|j }t|}tjt|d || W d    d S 1 s0w   Y  d S )Nz)Cannot index an IntervalIndex of subtype z with values of dtype r{   )	r   r   r*   reescaper   r   r   r   )r   breaks1breaks2r   rD   r   r   r   r   r   test_maybe_convert_i8_errors  s   


"z.TestIntervalIndex.test_maybe_convert_i8_errorsc                 C   s   t ddgddg}tjddgdd}|d}t|| |d}t|| tjddgdd}|d	}t|| |d}t|| tjt	d
d |t
dd W d    d S 1 scw   Y  d S )Nr   r   r   Fre   r)   r1   Tr+   z contains not implemented for twor{   )r   r"   r#   r@   containsr:   rB   r   r   NotImplementedErrorr   )r   r   rF   actualr   r   r   test_contains_method  s    



"z&TestIntervalIndex.test_contains_methodc                 C   st   t jddg|d}t jddtjg|d}| }t|| t jddtjgddtjg|d}| }t|| d S )	N)g              ?)r   g       @r   r   r   r   r   r   )r   r   r#   r&   dropnar:   r;   r"   )r   r   rF   iira   r   r   r   test_dropna  s    zTestIntervalIndex.test_dropnac                 C   sR   t jddg|d}g d}||}tjg ddd}t|| d|vs'J d S )	Nr   r   r   )r+   rO   rv   )r   r   r   intpr)   rO   )r   r   get_indexerr#   r@   r:   rB   )r   r   rD   targetr   rF   r   r   r   test_non_contiguous  s   
z%TestIntervalIndex.test_non_contiguousc                 C   s&  | j |d}tdgdgt|d   }||d d }t|| ||d g}t|| tjt	dd|d}tdgt|d  dg }||}t|| ||
 }t|| dD ]*}| j |d}t||kt|}||}t|| ||
 }t|| qfd S )	Nr   TFr   r   r   r!   )r   r/   rw   rt   )r   r#   r@   r7   isinr:   rB   r   r   r%   tolistrepeat)r   r   rD   rF   ra   otherother_closedr   r   r   	test_isin  s(   

zTestIntervalIndex.test_isinc                 C   sN  t dd| jk }tddg}t|| t dd| jk }tddg}t|| | jt ddk}t|| | j| jk}tddg}t|| | j| jk}t|| | j| jk}t|| | j| jk }tddg}t|| | j| jk}t|| | jtg ddk}t|| | j| jjk}t|tddg | jj| jk}t|tddg | j| jjk}t|tddg | j| jjk}t|tddg | j| jjk}t|tddg | jj| jk}t|tddg | jdk}t|tddg | j| jj	k}t|tddg d	
d
dg}tjt|d | jdk W d    n	1 s@w   Y  tjt|d | jdk W d    n	1 s]w   Y  tjt|d | jtdk W d    n	1 s}w   Y  d}tjt|d | jtdk W d    d S 1 sw   Y  d S )Nr   r   FTr+   rO   r   r   r   r/   |z:not supported between instances of 'int' and '.*.Interval'z>Invalid comparison between dtype=interval\[int64, right\] and r{   r   zLengths must match to comparer1   )r   rD   r#   r@   r:   rB   r   r   ro   r/   joinr   r   r   r%   r   )r   r   rF   r   r   r   r   test_comparison  sp   
$z!TestIntervalIndex.test_comparisonc                 C   s   t tjtdd|dtdd|dg}tjtjddgtjddg|d}||s)J d}tjt	|d tjtjddgt
g d|d W d    n1 sNw   Y  tt|t
g d d S )	Nr   r   r   r   zMmissing values must be missing in the same location both left and right sidesr{   r   )TFF)r   r#   r&   r   r   r"   rk   r   r   r   r@   r:   rB   r
   )r   r   r   idx2r   r   r   r   test_missing_values_  s    z%TestIntervalIndex.test_missing_valuesc                 C   s   | j |d}| }t|| |jdd}t||d d d  ttddtjtddg}| }ttddtddtjg}t|| |jddd	}ttjtddtddg}t|| d S )
Nr   F)	ascendingr   r   r   r   first)r   na_position)r   sort_valuesr:   r;   r   r   r#   r&   rg   r   r   r   test_sort_valuesq  s   z"TestIntervalIndex.test_sort_valuesr   Nc           
      C   s  t d|d}t|dd}t|}t d|d}t|dd}t|j| t d|d|vs.J t d|d|vs8J t d|d|vsBJ tt d|dt d	|d}tt d
|dt d|d}||v sbJ ||vshJ |t d|d	 ruJ |t d|d	 sJ |t d|d	 sJ t d|d}t|ddd}|
|}	tjg ddd}t|	| t d|d}t|ddd}|
|}	tjg ddd}t|	| d S )Nz
2000-01-01r   r!   )startru   z2000-01-01T12:00r6   z2000-01-01T12z
2000-01-02z
2000-01-03z
1999-12-31z1999-12-31T12:00r5   12h)r   ru   rx   )r   r   r   r   r   r   r   r   r)   z2000-01-08T18:006h)r5   r5   r    r    r    r    r   )r   r   r   r   r:   r;   r=   r   r   anyr   r#   r@   rB   )
r   r   r   datesrD   rF   iv_trueiv_falser   r   r   r   r   test_datetime  s<   


zTestIntervalIndex.test_datetimec                 C   s   t jddgddg|d}t jddgddg|d}||}t jg dg d|d}t|| |||g}t jg dg d	|d}t|| h d
|h D ]$}t jddgddg|d}||}|t|t}t|| qOd S )Nr   r   r   r   r1   )r   r   r   r   )r   r   r   r1   )r   r   r   r   r   r   )r   r   r   r   r   r1   >   rw   r/   r   rt   )r   r"   r   r:   r;   r   rA   )r   r   index1index2ra   rF   r   index_other_closedr   r   r   test_append  s$   

zTestIntervalIndex.test_appendc                 C   s.  g d}t j||d}|jdu sJ t j|d d d |d}|jdu s%J g d}t j||d}|jdu s7J t j|d d d |d}|jdu sJJ g d}t j||d}|jdu s\J t j|d d d |d}|jdu soJ |dkrt jtd	|d}|jdu sJ d S t jtd	|d}|jdu sJ d S )
N)r   r   r   r4   r5   r   Tr   )r   r   r   r  F)r   r   r  r   rw   r2   )r   r   is_non_overlapping_monotonicr   r   )r   r   tplsr   r   r   r   !test_is_non_overlapping_monotonic  s(   z3TestIntervalIndex.test_is_non_overlapping_monotoniczstart, shift, na_valuec                    sz   fdddD }t j||d}|jdu sJ ||fg| ||fg }t j||d}|jdu s2J  fddtdD }t j||d}|jdu sLJ ||fg| ||fg }t j||d}|jdu sfJ  fd	dtdD }t j||d}|j}|d
k}||u sJ ||fg| ||fg }t j||d}|j}||u sJ g d}	g d}
t j|	|
dd}|j}|du sJ d S )Nc                    (   g | ]}|   |d     fqS r   r   r.   nshiftr   r   r   r0        ( z9TestIntervalIndex.test_is_overlapping.<locals>.<listcomp>)r   r   r2   r   Fc                    r  )r   r   r  r	  r   r   r0     r  r1   Tc                    r  r  r   r  r	  r   r   r0     r  rw   )r!   rL            #   (   -   r  2   7   <   A   F   K   P   U   )rL   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  Z   r   )r   r   is_overlappingr   r"   )r   r   r
  na_valuer   tuplesrD   ra   rF   abr   r	  r   test_is_overlapping  s4   z%TestIntervalIndex.test_is_overlappingr  r   c                 C   s0   t |}| }tt|}t|| d S r   )r   r   	to_tuplesr   comasarray_tuplesafer:   r;   )r   r  r   ra   rF   r   r   r   test_to_tuples  s   
z TestIntervalIndex.test_to_tuplesna_tupleTFc                 C   s   t |}|j|d}tt|d d }|d d }t|| |d }|rDt|t	s/J t
|dks7J tdd |D sBJ d S t|sJJ d S )N)r%  r   r   c                 s   s    | ]}t |V  qd S r   )r
   )r.   r   r   r   r   r_   W  s    z6TestIntervalIndex.test_to_tuples_na.<locals>.<genexpr>)r   r   r!  r   r"  r#  r:   r;   
isinstancetupler7   allr
   )r   r  r%  r   ra   expected_notnaresult_notna	result_nar   r   r   test_to_tuples_na3  s   
z#TestIntervalIndex.test_to_tuples_nac                 C   sB   t jdddd}t jdddd}t||j}d}||ksJ d S )Nr   r2   i8r)   r   r3   @   )r#   r%   r   r"   nbytes)r   r/   r   ra   rF   r   r   r   test_nbytes[  s
   zTestIntervalIndex.test_nbytes
new_closed)r/   r   rw   rt   c                 C   s:   t dd||d}||}t dd||d}t|| d S )Nr   r3   )r   r   )r	   
set_closedr:   r;   )r   r   r   r1  rD   ra   rF   r   r   r   test_set_closedd  s   
z!TestIntervalIndex.test_set_closed
bad_closed)r   r!   LEFTTFc                 C   sR   t dd}d| }tjt|d || W d    d S 1 s"w   Y  d S )Nr   r3   zinvalid option for 'closed': r{   )r	   r   r   r   r2  )r   r4  rD   r   r   r   r   test_set_closed_errorsl  s
   

"z(TestIntervalIndex.test_set_closed_errorsc                 C   s*   t tdtd}t|g}|jrJ d S )Nz2017-01-01 00:00:00z2018-01-01 00:00:00)r   r   r   _is_all_dates)r   	year_2017year_2017_indexr   r   r   test_is_all_datest  s
   
z#TestIntervalIndex.test_is_all_dates)r   )=__name__
__module____qualname__r   r"   rD   r   r(   rJ   r   markparametrizer#   infr   r   xfailr   to_timedeltarb   rh   rl   rp   rr   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&   r   r   r?   r   r$  r,  r0  r3  r6  r:  r   r   r   r   r      s.   

)


	9G



	



	


	@
)!

,








	

r   c                  C   s,   t ddgddg} t| }d|vsJ d S )Nr   r   r   r   )r   r"   dir)rD   ra   r   r   r   test_dir}  s   rD  c                 C   sf   t tddtddg}|| |}tjddg|jd}t|| |j| |}t|| d S )Nr   r   r   r)   )	r   r   searchsortedr#   r@   r*   r:   rB   r   )listlike_boxro   ra   rF   r   r   r   ,test_searchsorted_different_argument_classes  s   rG  argr   r   r  r  z
2020-01-01zEurope/Londonr   c                 C   sZ   t tddtddg}d}tjt|d ||  W d    d S 1 s&w   Y  d S )Nr   r   r   zL'<' not supported between instances of 'pandas._libs.interval.Interval' and r{   )r   r   r   r   r   rE  )rH  ro   r   r   r   r   "test_searchsorted_invalid_argument  s
   "rI  )!	itertoolsr   r   numpyr#   r   pandasr   r   r   r   r   r   r   r	   r
   r   r   pandas._testing_testingr:   pandas.core.commoncorecommonr"  fixturer   r   rD  rG  r>  r?  rI  r   r   r   r   <module>   s.    0
      f 