o
    թZh                     @   sB  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mZmZmZmZmZ d dlmZmZ d dlmZ ejj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$dd Z%dd Z&dd Z'd d! Z(d"d# Z)d$d% Z*d&d' Z+d(d) Z,d*d+ Z-ej.d,d-d.d/g dggd0d1 Z/d2d3 Z0dS )4    N)	Timestamp)	DataFrameHDFStoreIndex
MultiIndexSeries_testingbdate_rangeconcat
date_rangeisnaread_hdf)_maybe_removeensure_clean_store)Termc                 C   s*  t g dg dgg dg dgddgd}ttjdd	|g d
d}t| ,}|jd|dd |dg }t	|j
ddgd| t	|j
ddd| W d    n1 sXw   Y  ttjdd|dd}t| }|jd|dd t|j
ddd| W d    d S 1 sw   Y  d S )N)foobarZbazZqux)onetwothree)
r   r   r      r      r      r   r   )
r   r   r   r   r   r   r   r   r   r   Zfoo_nameZbar_name)Zlevelscodesnamesr   )
   r   )ABCindexcolumnsdftableformatr   r!   zcolumns=['A']wherer   )r    names)r   r   nprandomdefault_rngstandard_normalr   puttmassert_frame_equalselectr   Zassert_series_equal)
setup_pathr    r"   storeexpectedr*    r6   [/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/io/pytables/test_select.pytest_select_columns_in_where   s*   

	
"r8   c                 C   s  t tjddg dd}tdddd|_t| G}|d	| |	d	}|}t
j||d
d |j	d	|jd}|}t
j||d
d |j	d	dgd}|jd d dgf }t
|| W d    n1 sew   Y  tt tjddg ddt tjdjddddddddgdgdd}tdddd|_t| e}|d	| |	d	}|}t
j||d
d |j	d	|jd}|}t
j||d
d |jd d dgf }|j	d	dgd}t
j||d
d |jd d ddgf }|j	d	ddgd}t
j||d
d W d    n	1 sw   Y  t| 7}|d	| |d	| |jd d ddgf }t||g}|j	d	ddgd}t
j||d
d W d    d S 1 sLw   Y  d S )Nr   r      )r   r   r   r   r&   z20130101 9:30r   minperiodsfreqr"   T)Z	by_blocksr   r      )sizer   r   Zaxisr   )r   r+   r,   r-   r.   r   r    r   appendr2   r0   r1   r!   locr
   Zintegersreshape)r3   r"   r4   resultr5   r6   r6   r7   test_select_with_dups>   sh   





$rF   c              	   C   s  t | }ttjddttdtdt	ddddd	}t
|d
 |d
| |jd
ddgd}|jddgd}t|| |d
dg}|jddgd}t|| t
|d
 |jd
|dgd |jd
dgddgd}||jdk jddgd}t|| t
|d
 |jd
|dd |jd
dgddgd}||jdk jddgd}t|| t
|d
 |jd
|dgd |jd
dgddgd}||jdk jddgd}t|| W d    d S 1 sw   Y  d S )Nr   r9   ABCDZdtype
2000-01-01r   r   r<   r!   r    r"   r   r&   zcolumns=['A', 'B']data_columnszA > 0r   Tr   D)r   r   r+   r,   r-   r.   r   listobjectr   r   rB   r2   reindexr0   r1   r   )r3   r4   r"   rE   r5   r6   r6   r7   test_select   s<   




"rQ   c                 C   s  t | 5}ttdddtjddd}t|d |jd|ddgd	 |	dd
}||j
tdk }t|| ttjddddgd}d|d< d|jdddf< |d dk|d< t|d |jd|dd	 ||jdk jddgd}dD ]}|j	dd| ddgd}t|| q|||jdk jddgd}dD ]}|j	dd| ddgd}t|| qttjddtjddd}t|d |d| |	dd}|jt|jdd dgd }t|| ttjddtjddtjdd!d"d#}t|d$ |d$| |	d$d%}|jt|jdd dgd }t|| W d    n	1 s>w   Y  t | }ttd&td&d'd(d"}|d) d t|d)< |jd*|dd	 |j	d*d+d,}||d- d.k }t|| tj|jd< ||d- d.k }|jd/|ddd0 |j	d/d+d,}t|| ttd&td&d'd(d"}|d) d t|d)< tj|jd1< ||d- d.k }|jd2|dd	 |j	d2d+d,}t|| W d    n	1 sw   Y  t | L}td3td4d5 ttd6td"td7d8 td9D td"d:}||d dk }|jd|dd	 td}|j	dd;gd,}t|| W d    d S 1 s@w   Y  d S )<N
2012-01-01,  r=   r   )tsr   r"   rU   r   rK   ts>=Timestamp('2012-02-01')
2012-02-01)   r   r   r&   r   rO   r   r:   rX   r   boolvT)Ttruer   z	boolv == F)Ffalser   r?   )r   r   Zdf_intzindex<10 and columns=['A']r   r   Zf8rH   )r   r   r    Zdf_floatzindex<10.0 and columns=['A']   colsvaluesfloat64r^   df1
values>2.0r'   r_   g       @df2rL   r    r   df4皙?x   )   r:   rG   c                 S   s   g | ]}d | qS )zi-r6   .0ir6   r6   r7   
<listcomp>  s    z&test_select_dtypes.<locals>.<listcomp>rh   rJ   z	A>np_zero)r   r   r	   r+   r,   r-   r.   r   rB   r2   rU   r   r0   r1   rC   rY   rP   rN   r    ZarangerangeapplystrnanilocrD   r   rO   r`   )r3   r4   r"   rE   r5   vZnp_zeror6   r6   r7   test_select_dtypes   s   





>

&
$rs   c              	   C   s  t | }ttdddtjddtddgd dgd  dgd	  d
d td	D  d}t|d |j	d|g dd |
dd}||jtdk }t|| |
dd}||jtdk|jg d@  }t|| g ddd tdD  }|
dd}||jtdk|j|@  }t|| td	d}|
dd}||j| }t|| t|d	ksJ t|jdd	 j}|
dd}||j|j }t|| t|d	ksJ W d    d S 1 sw   Y  d S )NrR   rS   rT   r   a2   bcd   c                 S      g | ]}d |dqS rt   Z03dr6   ri   r6   r6   r7   rl   )      z0test_select_with_many_inputs.<locals>.<listcomp>)rU   r   r   usersr"   rK   rV   rW   z1ts>=Timestamp('2012-02-01') & users=['a','b','c'])rt   rv   rw   c                 S   ry   rz   r6   ri   r6   r6   r7   rl   <  r{   <   z.ts>=Timestamp('2012-02-01') and users=selector   z
B=selectorr   zts=selector)r   r   r	   r+   r,   r-   r.   rm   r   rB   r2   rU   r   r0   r1   r|   isinr   lenr   r_   )r3   r4   r"   rE   r5   selectorr6   r6   r7   test_select_with_many_inputs  sN   



"r   c              	   C   s:  t |r}ttjddttdtdt	ddddd	}t
|d
 |d
| |d
}t|jd
dd}t|}t|| t|jd
dd}t|dksRJ t|}t|| t|jd
dd}t|}t|| W d    n1 syw   Y  | | }ttjddttdtdt	ddddd	}|j|dd d}tjt|d t|ddd W d    n1 sw   Y  tjt|d t|ddd W d    n1 sw   Y  | | }ttjddttdtdt	ddddd	}|j|d
dd tt|d
dd}t|}t|dksJ t|| t|t|d
 t |d}ttjddttdtdt	ddddd	}	|jd|	dd |	 jdjd}
d|
d< |d|
 t|	|
gdd}|jddgdd}t|jddgddd}t|}t|| W d    d S 1 sw   Y  d S ) Nr   r9   rG   rH   rI   r   r   r<   rJ   r"   T)iterator	chunksizerX   Zdf_non_table)keyz0can only use an iterator or chunksize on a tablematchr#   )r   r%   ra   rK   {}_2r&   r   r   rc   r   rA   )r   )r   r   )r   r   r+   r,   r-   r.   r   rN   rO   r   r   rB   r2   r
   r0   r1   r   to_hdfpytestraises	TypeErrorr   copyrenamer%   select_as_multiple)tmp_pathr3   r4   r"   r5   resultsrE   pathmsgra   rc   r6   r6   r7   test_select_iteratorO  s   



$r   c           	   	   C   sj  d}t | }}ttjddttdtdt	dddd	d
}t
|d |d| |jd }|jd }|d}t|| d| d}|jd|d}t|| d| d}|jd|d}t|| d| d| d}|jd|d}t|| W d    n1 sw   Y  t | }ttjddttdtdt	dddd	d
}t
|d |d| |jd }|jd }t|jd|d}t|}t|| d| d}t|jd||d}t|}t|| d| d}t|jd||d}t|}t|| d| d| d}t|jd||d}t|}t|| W d    d S 1 s.w   Y  d S )N     @r    r:   rG   rH   rI   r   r*   r<   rJ   r"   r   
index >= ''r'   
index <= '' & index <= 'r   r(   r   )r   r   r+   r,   r-   r.   r   rN   rO   r   r   rB   r    r2   r0   r1   r
   )	r3   r   r4   r5   beg_dtend_dtrE   r(   r   r6   r6   r7   "test_select_iterator_complete_8014  sb   





#


$r   c           
   	   C   s  d}t | }ttjddttdtdt	dddd	d
}t
|d |d| |jd }|jd }d| d}t|jd||d}t|}||j|k }	t|	| d| d}t|jd||d}t|}||j|k }	t|	| d| d| d}t|jd||d}t|}||j|k|j|k@  }	t|	| W d    n1 sw   Y  t | J}ttjddttdtdt	dddd	d
}t
|d |d| |jd }d| d}t|jd||d}dt|ksJ W d    d S 1 sw   Y  d S )Nr   r   r   rG   rH   rI   r   r*   r<   rJ   r"   r   r   r   r   r   r   r   z	index > 'r   r   r   r+   r,   r-   r.   r   rN   rO   r   r   rB   r    r2   r
   r0   r1   r   
r3   r   r4   r5   r   r   r(   r   rE   Z	rexpectedr6   r6   r7   &test_select_iterator_non_complete_8014  sP   




"

$r   c           
   	   C   s  d}t | }ttjddttdtdt	dddd	d
}t
|d |d| |jd }|j|d  }d| d}t|jd||d}t|}||j|k }	t|	| d| d}t|jd||d}t|dkspJ t|}||j|k }	t|	| d| d| d}t|jd||d}t|dksJ t|}||j|k|j|k@  }	t|	| d| d| d}t|jd||d}t|dksJ W d    d S 1 sw   Y  d S )Ni'  r   r   rG   rH   rI   r   r*   r<   rJ   r"   r   r   r   r   r   r   r   z' & index >= 'r   r   r6   r6   r7   &test_select_iterator_many_empty_frames'  s@   


	"r   c           
   	   C   s  t tjddttdtdtddddd	}t	| }|j
d
|dd |jt|d  }td}|jjd |ks=J d}d}|d
||g}|j|d ddgf }t|| |d
|g}|jd d dgf }t|| t tjddttdtdtddddd	}|d| d}	tjt|	d |dd W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr   r9   rG   rH   rI   r   r   r<   rJ   framer#   r$   zindex>=datedatezcolumns=['A', 'D']z	columns=Ar   rM   Zdf_timez day is out of range for month: 0r   zindex>0)r   r+   r,   r-   r.   r   rN   rO   r   r   r/   r    r   r   envscoper2   rC   r0   r1   rB   r   r   
ValueError)
r3   r"   r4   r   Zcrit1Zcrit2Zcrit3rE   r5   r   r6   r6   r7   test_frame_selectb  s>   
"r   c              	   C   s\  t tjddttdtdtddddd	}d
|d< d|j	|j
dd df< t| }|jd|ddgd |dd}|j	|j
|j
d k|jdk@  }t|| |dd}|j	|j
|j
d k|jd
k@  }t|| |dd}|j	|j
|j
d k|jdkB  }t|| |dd}|j	|j
|j
d k|j
|j
d k@ |jdkB  }t|| |dd}|j	|jdk }t|| d}tjt|d |dd W d    n1 sw   Y  |dd}|j	d d |jddgf }t|| |dd}|j	|j
|j
d k jddgd}t|| W d    d S 1 s'w   Y  d S ) Nr   r9   rG   rH   rI   r   r   r<   rJ   r   stringr   r   r:   r"   r#   r%   rL   z index>df.index[3] & string="bar"r   z index>df.index[3] & string="foo"z index>df.index[3] | string="bar"z7(index>df.index[3] & index<=df.index[6]) | string="bar"   zstring!="bar"z6cannot use an invert condition when passing to numexprr   z~(string="bar")z~(columns=['A','B'])r   z(index>df.index[3] & columns in ['A','B']r&   )r   r+   r,   r-   r.   r   rN   rO   r   rC   r    r   r/   r2   r   r0   r1   r   r   NotImplementedErrorr!   
differencerP   )r3   r"   r4   rE   r5   r   r6   r6   r7   test_frame_select_complex  sR   
   "$r   c                 C   s  | d }| d }t dg di}|j|ddddgd t|dd	d
}t tjdddgtjdd t	dD ddgdd}|j|dddd t|ddd
}|j
 }t|}|jddd
}	t|	| W d    n1 spw   Y  t|ddd
}	t|	| |j
}
t|ddd
}	t|	| t|ddd
}	t|	| t|ddd
}	t|	| t|ddd
}	t|	| t|=}|jddd
}	t|	| |jddd
}	t|	| |jddd
}	t|	| |jddd
}	t|	| W d    d S 1 sw   Y  d S )Nz
params.hdfzhist.hdfr   )r   r   r   r   r   r"   wr#   )r   moder%   rL   zA=[2,3]r'   r   )   r   datac                 S   s"   g | ]}t d D ]}||fqqS )rX   )rm   )rj   rk   jr6   r6   r7   rl     s   " z.test_frame_select_complex2.<locals>.<listcomp>rX   l1l2)r   rJ   )r   r   r%   zl1=[2, 3, 4]zl1=l0zl1=indexzl1=selection.indexzl1=selection.index.tolist()zl1=list(selection.index))r   r   r   r+   r,   r-   r.   r   from_tuplesrm   r    tolistr   r2   r0   r1   )r   pphhparamsZ	selectionhistr5   Zl0r4   rE   r    r6   r6   r7   test_frame_select_complex2  sP   


"r   c              	   C   s   t tjddttdtdtddddd	}t	| U}|j
d
|dd d}tjt|d |d
d W d    n1 s@w   Y  tjt|d |d
d W d    n1 s]w   Y  W d    d S W d    d S 1 suw   Y  d S )Nr   r9   rG   rH   rI   r   r   r<   rJ   r"   r#   r$   z unable to collapse Joint Filtersr   zcolumns=['A'] | columns=['B']z!columns=['A','B'] & columns=['C'])r   r+   r,   r-   r.   r   rN   rO   r   r   r/   r   r   r   r2   )r3   r"   r4   r   r6   r6   r7   test_invalid_filtering  s"   
	"r   c              	   C   s  t | }ttjddttdtdt	ddddd	}d
|d< d|j
|jdd df< |jd|dgd |dd}||jd
k }t|| |dd}||jd
k }t|| | }tj|j
|jdkdf< |jd|dgd |dd}|t|j }t|| d|d< d|j
|jdd df< |jd|dgd |dd}||jdk }t|| |dd}||jdk }t|| W d    d S 1 sw   Y  d S )Nr   r9   rG   rH   rI   r   r   r<   rJ   nonex    r"   rK   zx=nonezx!=nonerc   r   intdf3zint=2zint!=2)r   r   r+   r,   r-   r.   r   rN   rO   r   rC   r    rB   r2   r   r0   r1   r   rp   r   r   )r3   r4   r"   rE   r5   rc   r6   r6   r7   test_string_select  s>   
"r   c              	   C   s  t tjddttdtdtddddd	}|	 j
d
jd}d|d< t| }d}tjt|d |jd ddgdd W d    n1 sJw   Y  |jd|ddgd |d| tjt|d |jd ddgdd W d    n1 s{w   Y  tjt|d |jd gddgdd W d    n1 sw   Y  d}tjt|d |jddgddgdd W d    n1 sw   Y  tjt|d |jdgddgdd W d    n1 sw   Y  tjtdd |jddgddgdd W d    n	1 sw   Y  |dddg}|jdgddgdd}t|| |jdddgdd}t|| |jddgddgdd}t||gdd}||jdk|jdk@  }tj||dd |jddgd dd}t||gdd}|d!d  }t|| |	 d}|d| d"}tjt|d |jddgddgdd W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )#Nr   r9   rG   rH   rI   r   r   r<   rJ   r   r&   r   r   zkeys must be a list/tupler   zA>0zB>0ra   )r(   r   r   rK   rc   z!'No object named df3 in the file'r   z!'No object named df4 in the file're   r   rA   r   F)Z
check_freqzindex>df2.index[4]rX   z,all tables must have exactly the same nrows!)r   r+   r,   r-   r.   r   rN   rO   r   r   r   r%   r   r   r   r   r   rB   KeyErrorr2   r0   r1   r
   r   r   headr   )r3   ra   rc   r4   r   rE   r5   r   r6   r6   r7   test_select_as_multipleE  s   
 <$r   c                 C   s   t | M}ttdtdddd}|d d t|d< tj|jd< tg dg d	dg d
d}|jd|ddgd |j	ddd}t
|| W d    d S 1 sTw   Y  d S )Nr   r]   r`   rH   r^   r   r   )z13.0z14.0z15.0)g      @g      @g      @)r   r:   rX   )r    r"   Trd   rb   r'   )r   r   rm   rn   ro   r+   rp   rq   rB   r2   r0   r1   )r3   r4   r"   r5   rE   r6   r6   r7   test_nan_selection_bug_4858  s   
"r   c                 C   sz   t g dg dd}||jdk }t| }|jd|ddd |dd	}W d    n1 s0w   Y  t|| d S )
N)rt   rt   rw   rv   test & testrw   rv   e)r   r   r   r:   rX   r   r      )rt   rv   r   testr#   Tr   za = "test & test")r   rt   r   rB   r2   r0   r1   )r3   r"   r5   r4   rE   r6   r6   r7   (test_query_with_nested_special_character  s   
r   c                 C   s   t dg di}t| \}|jd|ddd d}|dd|d	}|js'J d
}|dd|d	}|jddgd d f }t|| d}|dd|d	}|jdgd d f }t|| W d    d S 1 skw   Y  d S )Nr   )g~  eA$  eAg'1  eAr   r#   Tr   g  eAzA < z.4fg   eAzA > r   r   r   zA == )r   r   rB   r2   emptyrC   r0   r1   )r3   r"   r4   cutoffrE   r5   exactr6   r6   r7   test_query_long_float_literal  s   

"r   c                 C   s,  t ddgtdddddgddgdg dd	}t| }|jd
|ddd td}|jd
dd}|jdgd d f }t|| dD ]}ddtdt	
ddfD ]1}d| d}d| dt| d}	tjt|	d |jd
|d W d    n1 s|w   Y  qPd}dD ]1}
|
 d| d}|
dkrd}	nd}	tjt|	d |jd
|d W d    n1 sw   Y  qtg dg dD ]@\}}
|
 d| d}|jd
|d}|d kr|jd!gd d f }n|d"kr|jdgd d f }n	|jg d d f }t|| qqBW d    d S 1 sw   Y  d S )#N
2014-01-01z
2014-01-02r   rT   rf   g333333?r   )r   	real_datefloatr   r&   r   r#   Tr   zreal_date > tsr'   )<>==g @r*   zdate z vzCannot compare z	 of type z to string columnr   rt   )r   r   r    r   z+Given date string "a" not likely a datetimezcould not convert string to)1z1.1r   r   r   r   )r   r   r   rB   r   r2   rC   r0   r1   pdZ	Timedeltatyper   r   r   r   zip)r3   r"   r4   rU   rE   r5   oprr   queryr   colr6   r6   r7   test_query_compare_column_type  s\   


$r   r(   r   r6   )Nc                 C   sj   t g d}| d }t|}|d|d t|d|d}t|| W d    d S 1 s.w   Y  d S )N)r   r   r   zempty_where.h5r"   tr'   )r   r   r/   r   r0   r1   )r   r(   r"   r   r4   rE   r6   r6   r7   test_select_empty_where  s   
"r   c                 C   s   | d }t tg dg dddgd}d }t|}|jd|dd	d
 |jddddd}W d    n1 s:w   Y  |d d }||ksKJ d S )Nzlarge_int.h5)rt   rv   rw   d)l l l {   r   yr&   r   TFrd   zy==-9223372036854775801r'   r   )r   r   r   rB   r2   get)r   r   r"   rE   r*   r5   r6   r6   r7   test_select_large_integer  s   
r   )1numpyr+   r   Zpandas._libs.tslibsr   Zpandasr   r   r   r   r   r   r   r0   r	   r
   r   r   r   Zpandas.tests.io.pytables.commonr   r   Zpandas.io.pytablesr   markZ
single_cpuZ
pytestmarkr8   rF   rQ   rs   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Zparametrizer   r   r6   r6   r6   r7   <module>   s<    4 D)t0RM9;*:;.K6
