o
    ҷh_                     @   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barbazqux)onetwothree)
r   r   r      r      r      r   r   )
r   r   r   r   r   r   r   r   r   r   foo_namebar_name)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   assert_series_equal)
setup_pathr%   r'   storeexpectedr/    r<   W/var/www/html/venv/lib/python3.10/site-packages/pandas/tests/io/pytables/test_select.pytest_select_columns_in_where   s*   

	
"r>   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    T)periodsfreqr'   T)	by_blocksr!   r      )sizer#   r   axisr"   )r   r0   r1   r2   r3   r   r%   r   appendr7   r5   r6   r&   locr
   integersreshape)r9   r'   r:   resultr;   r<   r<   r=   test_select_with_dups>   sh   





$rM   c                 C   s  t | }t }t|d |d| |jdddgd}|jddgd}t|| |ddg}|jddgd}t|| t|d |jd|dgd |jddgddgd}||jdk jddgd}t|| t|d |jd|d	d |jddgddgd}||jdk jddgd}t|| t|d |jd|dgd |jddgd
dgd}||jdk jd
dgd}t|| W d    d S 1 sw   Y  d S )Nr'   r!   r"   r+   zcolumns=['A', 'B']data_columnszA > 0r   Tr#   D)	r   r5   makeTimeDataFramer   rH   r7   reindexr6   r!   )r9   r:   r'   rL   r;   r<   r<   r=   test_select   s4   




"rS   c                 C   sV  t | 5}ttdddtjddd}t|d |jd|ddgd	 |	dd
}||j
tdk }t|| ttjddddgd}d|d< d|jdddf< |d dk|d< t|d |jd|dd	 ||jdk jddgd}dD ]}|j	dd| ddgd}t|| q|||jdk jddgd}dD ]}|j	dd| ddgd}t|| qttjddtjddd}t|d |d| |	dd}|jt|jdd dgd }t|| ttjddtjddtjdd!d"d#}t|d$ |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 | 0}t }||d dk }|jd|dd	 td}|j	dd3gd,}t|| W d    d S 1 s$w   Y  d S )4N
2012-01-01,  rA   r   )tsr!   r'   rW   r!   rN   ts>=Timestamp('2012-02-01')
2012-02-01)   r   r"   r+   r   objectr   r?   rZ   r   boolvT)Ttruer   z	boolv == F)Ffalser   rD   )r!   r"   df_intzindex<10 and columns=['A']r    r$   f8dtype)r!   r"   r%   df_floatzindex<10.0 and columns=['A']   colsvaluesfloat64rf   df1
values>2.0r,   rg   g       @df2rO   r%   r   df4z	A>np_zero)r   r   r	   r0   r1   r2   r3   r   rH   r7   rW   r   r5   r6   rI   r\   rR   listr%   arangerangeapplystrnanilocmakeDataFramerh   )r9   r:   r'   rL   r;   vnp_zeror<   r<   r=   test_select_dtypes   s   





>

&
$rx   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 )NrT   rU   rV   r   a2   bcd   c                 S      g | ]}d |dqS ry   03dr<   .0ir<   r<   r=   
<listcomp>!      z0test_select_with_many_inputs.<locals>.<listcomp>)rW   r!   r"   usersr'   rN   rX   rY   z1ts>=Timestamp('2012-02-01') & users=['a','b','c'])ry   r{   r|   c                 S   r~   r   r<   r   r<   r<   r=   r   4  r   <   z.ts>=Timestamp('2012-02-01') and users=selector   z
B=selectorr   zts=selector)r   r   r	   r0   r1   r2   r3   rp   r   rH   r7   rW   r   r5   r6   r   isinr"   lenr   rg   )r9   r:   r'   rL   r;   selectorr<   r<   r=   test_select_with_many_inputs  sN   



"r   c                 C   s  t |^}td}t|d |d| |d}t|jddd}t|}t|| t|jddd}t	|dks>J t|}t|| t|jddd}t|}t|| W d    n1 sew   Y  | | }t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d}|j
|ddd tt|ddd}t|}t	|dksJ t|| t|t|d t |Q}td}	|jd|	dd t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 sEw   Y  d S )Ni  r'   T)iteratorr}   	chunksizerZ      df_non_tablez0can only use an iterator or chunksize on a tablematchr(   r)   ri   rN   {}_2r+   r   r   rk   r   rF   )r   )r   r   )r   r5   rQ   r   rH   r7   rn   r
   r6   r   to_hdfpytestraises	TypeErrorr   renamer*   select_as_multiple)tmp_pathr9   r:   r'   r;   resultsrL   pathmsgri   rk   r<   r<   r=   test_select_iteratorG  s`   







$r   c           	      C   s  d}t | j}t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 ssw   Y  t | }t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     @ Sr'   r   
index >= ''r,   
index <= '' & index <= 'r   r-   r   )
r   r5   rQ   r   rH   r%   r7   r6   rn   r
   )	r9   r   r:   r;   beg_dtend_dtrL   r-   r   r<   r<   r=   "test_select_iterator_complete_8014  sR   








$r   c           
      C   s  d}t | }t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 | 7}tdd}t|d |d| |jd }d| d}t|jd||d	}dt
|ksJ W d    d S 1 sw   Y  d S )Nr   r   r   r'   r   r   r   r   r   r   r   z	index > 'r   r   r5   rQ   r   rH   r%   rn   r7   r
   r6   r   
r9   r   r:   r;   r   r   r-   r   rL   	rexpectedr<   r<   r=   &test_select_iterator_non_complete_8014  s@   






"r   c           
      C   s  d}t | }t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s]J 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'  i r   r'   r   r   r   r   r   r   r   z' & index >= 'r   r   r<   r<   r=   &test_select_iterator_many_empty_frames  s8   


	"r   c           
   	   C   s>  t  }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  }|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 )Nframer(   r)   r   zindex>=datedatezcolumns=['A', 'D']z	columns=Ar!   rP   df_timez day is out of range for month: 0r   zindex>0)r5   rQ   r   r4   r%   r   r   envscoper7   rI   r6   rH   r   r   
ValueError)
r9   r'   r:   r   crit1crit2crit3rL   r;   r   r<   r<   r=   test_frame_select6  s.   
"r   c              	   C   s2  t  }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   stringr   r   r?   r'   r(   r*   rO   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!   r"   z(index>df.index[3] & columns in ['A','B']r+   )r5   rQ   rI   r%   r   r4   r7   r   r6   r   r   NotImplementedErrorr&   
differencerR   )r9   r'   r:   rL   r;   r   r<   r<   r=   test_frame_select_complexX  sJ   
   "$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(   )moder*   rO   zA=[2,3]r,   r   )   r   datac                 S   s"   g | ]}t d D ]}||fqqS )rZ   )rp   )r   r   jr<   r<   r=   r     s   " z.test_frame_select_complex2.<locals>.<listcomp>rZ   l1l2)r   )r&   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   r0   r1   r2   r3   r   from_tuplesrp   r%   tolistr   r7   r5   r6   )r   pphhparams	selectionhistr;   l0r:   rL   r%   r<   r<   r=   test_frame_select_complex2  sP   


"r   c              	   C   s   t  }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 sHw   Y  W d    d S W d    d S 1 s`w   Y  d S )Nr'   r(   r)   z unable to collapse Joint Filtersr   zcolumns=['A'] | columns=['B']z!columns=['A','B'] & columns=['C'])r5   rQ   r   r4   r   r   r   r7   )r9   r'   r:   r   r<   r<   r=   test_invalid_filtering  s   
	"r   c                 C   s  t | }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|| |	 }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 )Nnonex r      r'   rN   zx=nonezx!=nonerk   r   intdf3zint=2zint!=2)r   r5   rQ   rI   r%   rH   r7   r   r6   copyr0   rs   r   r   )r9   r:   r'   rL   r;   rk   r<   r<   r=   test_string_select  s6   
"r   c              	   C   sb  t  }t  jdjd}d|d< t| }d}tjt|d |jd ddgd	d
 W d    n1 s5w   Y  |j	d	|ddgd |	d| tjt|d |jd ddgd	d
 W d    n1 sfw   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 sw   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t j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   r+   r   r   zkeys must be a list/tupler   zA>0zB>0ri   )r-   r   r!   r"   rN   rk   z!'No object named df3 in the file'r   z!'No object named df4 in the file'rm   r   rF   r   F)
check_freqzindex>df2.index[4]rZ   rz   )nperz,all tables must have exactly the same nrows!)r5   rQ   r   r*   r   r   r   r   r   rH   KeyErrorr7   r6   r
   r!   r"   r   )r9   ri   rk   r:   r   rL   r;   r<   r<   r=   test_select_as_multiple  sv   
 ;$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   re   rh   ra   rf   r    r   )z13.0z14.0z15.0)g      @g      @g      @)r   r?   rZ   )r%   r'   Trl   rj   r,   )r   r   rp   rq   rr   r0   rs   rt   rH   r7   r5   r6   )r9   r:   r'   r;   rL   r<   r<   r=   test_nan_selection_bug_4858K  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)ry   ry   r|   r{   test & testr|   r{   e)r   r   r   r?   rZ   r   r      )ry   r{   r   testr(   Tr   za = "test & test")r   ry   r   rH   r7   r5   r6   )r9   r'   r;   r:   rL   r<   r<   r=   (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   rH   r7   emptyrI   r5   r6   )r9   r'   r:   cutoffrL   r;   exactr<   r<   r=   test_query_long_float_literalj  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   rV   g?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   ry   )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   rH   r   r7   rI   r5   r6   pd	Timedeltatyper   r   r   r   zip)r9   r'   r:   rW   rL   r;   oprv   queryr   colr<   r<   r=   test_query_compare_column_type  s\   


$r   r-   r   r<   )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   r4   r   r5   r6   )r   r-   r'   r   r:   rL   r<   r<   r=   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)ry   r{   r|   d)l l l {   r   yr+   r   TFrl   zy==-9223372036854775801r,   r   )r   r   r   rH   r7   get)r   r   r'   rL   r/   r;   r<   r<   r=   test_select_large_integer  s   
r   )1numpyr0   r   pandas._libs.tslibsr   pandasr   r   r   r   r   r   r   r5   r	   r
   r   r   r   pandas.tests.io.pytables.commonr   r   pandas.io.pytablesr   mark
single_cpu
pytestmarkr>   rM   rS   rx   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   parametrizer   r   r<   r<   r<   r=   <module>   s<    4 D%p0BE17"6;*F6
