a
    Pf<                     @   sX  d dl Z d dl mZ d dlZd dlZd dlZd dlmZ d dlm	  m
Z d dlZd dlmZmZmZmZmZmZmZ d dlmZmZ ejjZedZejddd	 Zd
d Z dd Z!dd Z"dd Z#dd Z$dd Z%dd Z&dd Z'dd Z(dd Z)ej*dg dd d! Z+d"d# Z,ej-d$d% Z.d&d' Z/d(d) Z0d*d+ Z1d,d- Z2d.d/ Z3dS )0    N	timedelta)	Timestamp)	DataFrameIndexSeries_testingconcat
date_rangeread_hdf)_maybe_removeensure_clean_storetablesz!ignore::tables.NaturalNameWarningc              
   C   s  t | }ttjddttdtdt	ddddd	}t
|d
 |d
|d d  |d
|dd   t|d
 | t
|d |jd|d d dd |d|dd   t|d | t
|d |d|d d  |d|dd   t|d | t
|d |d|d d  |d|dd   t|d | tddgddgddgddggd}d|d< tj|jd< t
|d |d| t|d | tttjdjddddtjdttjdjddddtjdttjdjddddtjdtg dtjdd tdd!}t
|d" |d"| tj|d" |d#d$ t
|d" |jd"|g d%d& tj|d" |d#d$ W d    n1 s0    Y  d S )'N   )      ABCDdtype
2000-01-01r   Bperiodsfreqcolumnsindexdf1
   df2table)formatdf3z/df3z/df3 foozdf3 foo   r   )dataZtestingmixed_column)r   r%   df      )highsizei  i   @)l           l          @l            l            l            )u08u16u32Zu64r   ZuintsTZcheck_index_type)r+   r,   r-   data_columns)r   r   nprandomdefault_rngstandard_normalr   listobjectr
   r   appendtmassert_frame_equalputnanlocr   ZintegersZuint8Zuint16Zuint32Zuint64arange)
setup_pathstorer&   Z	uint_data rA   ]/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/io/pytables/test_append.pytest_append   sl    



"


rC   c           	      C   s  t | }ttdtjdd tdD d}ttjdtjdtdddd	}ttd
}|d| |d }t	|| |j
d u sJ |d| |d }t	|| |j
d u sJ d|_
|d| |d }t	|| |j
|j
ksJ ||dk }|dd}t	|| ||dk|jdk @  }|dd}tj	||dd ttjdddgd}tt||d< d|d< d|jdddf< |jddgdd |jdd }|jd|_|d!| tj	|d! |dd W d    n1 s0    Y  d S )"Nr   c                 S   s   g | ]}d | qS )Zi_rA   .0irA   rA   rB   
<listcomp>k       z&test_append_series.<locals>.<listcomp>)r   r   r   r   z
2020-01-01r   r.   d   sstsfoons<   zfoo>60F   Z   zfoo>70 and index<90Tr/   r   )r(   r#   Ar   r   Cbar   r(   Zinplace)Zfuture_stackmi)r   r   ranger2   float64r>   r
   r8   r9   assert_series_equalnameselectr   r   r3   r4   r5   lenr=   	set_indexstackZ	droplevel)	r?   r@   rK   rL   rN   resultexpectedrX   srA   rA   rB   test_append_seriesh   sD    "rd   c                 C   s   t | }tttjdddtjddtjddddtd	dtd	dd	t
dd
}t|d tj|jddg df< |d|d d  |d|dd   tj|d |dd | }tj|d< t|d |d|d d  |d|dd   tj|d |dd | }tj|d< t|d |d|d d  |d|dd   tj|d |dd | }tj|d< t|d |d|d d  |d|dd   tj|d |dd W d    n1 s0    Y  d S )Nr   r   Zint32rM   rU   
2001-01-01rN   
2001-01-02)rR   A1A2r   rT   DEr.   r   r      )rg   r   ri   rj   r   Tr/   rg   rh   r   rj   r"   )r   r   r   r2   r3   r4   r5   astyper   as_unitr>   r   r<   r=   r8   r9   r:   copy)r?   r@   r&   r   r   r"   rA   rA   rB   test_append_some_nans   sJ    






ro   c                 C   s  t | }ttjddtjdddtdd}tj|jddd d f< t	|d |j
d|d d d	d
 |j
d|dd  d	d
 tj|d |dd  d	d t	|d |j
d|d d dd
 |j
d|dd  dd
 tj|d |d	d tddR t	|d |
d|d d  |
d|dd   t|d | W d    n1 sb0    Y  tdd	J t	|d |
d|d d  |
d|dd   t|d |dd   ttjddtjdddddtdd}tj|jddd d f< t	|d |j
d|d d d	d
 |j
d|dd  d	d
 tj|d |d	d t	|d |j
d|d d dd
 |j
d|dd  dd
 tj|d |d	d ttjddtjddddtddtdddtdd}tj|jddd d f< t	|d |j
d|d d d	d
 |j
d|dd  d	d
 tj|d |d	d t	|d |j
d|d d dd
 |j
d|dd  dd
 tj|d |d	d W d    n1 s0    Y  W d    n1 s0    Y  d S )Nr   r   )rg   rh   r.   r   rk   r&   r   T)dropnar/   r   Fio.hdf.dropna_tabler"   Zdf4rM   rU   )rg   rh   r   rT   re   rN   rf   )rg   rh   r   rT   ri   rj   )r   r   r2   r3   r4   r5   r>   r<   r=   r   r8   r9   r:   pdoption_contextr   rm   r?   r@   r&   rA   rA   rB   test_append_all_nans   s|    


0





rv   c              	   C   sj  t | J}ttjddttdtdt	ddddd	}|j
d |_
t|d
 |jd
|jd d d df dgd |d
|jd d dd f  t|d
 | |d
d}|jdgd}t|| |d
d}|jdg|j
dd d	}t|| td}tjt|d |d
d W d    n1 s<0    Y  W d    n1 s\0    Y  d S )Nr   r   r   r   r   r   r   r   r   r   r   r   )Zaxes	columns=ArR   rS   )rx   zindex=df.index[0:4]r   r   zOpassing a filterable condition to a non-table indexer [Filter: Not Initialized]matchzcolumns=A and index>df.index[4])r   r   r2   r3   r4   r5   r   r6   r7   r
   r   Z
_with_freqr   r8   ilocr9   r:   r]   reindexreescapepytestraises	TypeError)r?   r@   r&   ra   rb   msgrA   rA   rB   !test_append_frame_column_oriented  s,    
$r   c              	   C   s^  t | }tdD ]}ttjddtdd}td|d< |d  |d 7  < tdgt	| dd	|d< tdgt	| d
d	|d
< |d dkr|d= tdgt	| dd	|d< |d dkr|
d}||d< |jddd |d| qW d    n1 s0    Y  t | 0}ttjddtddd}tdgt	| dd	|d< tdgt	| d
d	|d
< |d| tdgt	| d
d	|d< td}tjt|d |d| W d    n1 s0    Y  tdgt	| dd	|d< td}tjt|d |d| W d    n1 s00    Y  W d    n1 sP0    Y  d S )Nr   r   )r   r   ZABrS   r   r#   Zint64r   Zint16r   rV   rR   TrW   r&   rZ   )r   r   Zint16_2zCcannot match existing table structure for [int16] on appending datary         ?Zfloat_3zAcannot match existing table structure for [A,B] on appending data)r   rY   r   r2   r3   r4   r5   r6   r   r^   popr_   r8   r}   r~   r   r   
ValueError)r?   r@   rF   r&   ar   rA   rA   rB   )test_append_with_different_block_ordering>  sL    

.,r   c              	      s6  t | B  fdd}tddgddgg} d| t d| |ddd	 td
dgddgg} d| t||g}t d| |ddd	 tddgddgg} jd|ddid t d| |ddd  d| td
dgddgg}d}tjt	|d  d| W d    n1 s<0    Y  tg dg dt
g dtdtddddd} jd |d! d"d#id t d |d!   jd$|d! d%d"d#id& t d$|d!   jd'|d(d"d)id* |  jd+d,d} d'| t d't||g  jd-|d! d(d"d)id*  d-|d!  t d-t|d! |d! g t d. ttjd/d0t
td1tdtd2d3d!d4d5}d6|d7< tj|j|jd8d# d7f< d9|d:< tj|j|jd#d; d:f< d<|d=< tj|j|jd8d  d=f<  d.|  d.}t|| W d    n1 sT0    Y  t |  td6d9d>td3d?}t d.  jd.|d@dAid |d.d@dA  d.jd@gksJ t d.  jd.|d!gd@dAid& |d.d@dA  d.jd!d@gks
J t d.  jd.|d!gddAid& |d.d!dA |d.dBdA  d.jd!gks\J t d.  jd.|d d dAd  jd.|dd  dAd t d. | tg dCd@gdD}t d. t dE}tjt	|d&  jd.|dFdFdGd W d    n1 s0    Y  W d    n1 s(0    Y  d S )HNc                    s"   t  | jj|j|ksJ d S Ngetattr
get_storerr    descriptionitemsizekeyr\   r*   r@   rA   rB   	check_colu  s    z+test_append_with_strings.<locals>.check_col{   Z	asdqwertyiY  ZdggnhebbsdfbdfbZdf_bigvalues_block_1rk   |   ZasdqyiZ  ZdggnhefbdfbZdf_big2values2   min_itemsizedf_newZ
abcdefqhijZabcdefghijklmnopqrtsuvwxyzzTrying to store a string with len \[26\] in \[values_block_1\] column but\nthis column has a limit of \[15\]!\nConsider using min_itemsize to preset the sizes on these columnsry   )        r   g       @g      @g      @)r   r   r   r   r   )Zfoo1Zfoo2Zfoo3Zfoo4Zfoo5r   20130101r(   rI   )rR   r   rT   ri   rT   rK   r   r   r   Zss2Tr1   r   Zss3r       )r!   r   Zlonger)rT   Zss4r&   r   rw   r   r   r   r   r   rM   stringr#   rU   string2   ZbahZstring3rR   r   r.   rR      Zvalues_block_0)rM   rM   rM   barhr   r   rS   zBmin_itemsize has the key [foo] which is not an axis or data_columnr   )rM   Zfoobar)!r   r   r8   r9   r:   r]   r	   r   r   r   r   r7   r
   r_   r[   r;   rn   Zreset_indexZassignr   r2   r3   r4   r5   r6   r<   r=   r   rY   r   r1   r}   r~   )r?   r   r&   r   rb   r   r   ra   rA   r   rB   test_append_with_stringsr  s    ,
"

,




r   c                 C   s   t | j}tdg di}|jd|d d ddid |jd|dd  ddid t|d| W d    n1 sx0    Y  d S )Nx)r   bcdef r&   r#   r   )r   r   r8   r9   r:   r]   ru   rA   rA   rB   test_append_with_empty_string  s
    
r   c           	   	      s  t | Ɖ ttjddttdtdt	ddddd	}d
|j
d|jdf< t d  jd|d d dgd  d|dd   t d |  jjjjjjjdu sJ  jjjjjjjdu sJ  dd}||jdk }t||  dd}|j|jdd  d}||jdk }t|| | }d|d< tj|j|jdd df< d|j|jdd df< t d  jd|dgd  dd}||jdk }t||  fdd}W d    n1 s0    Y  t |  t d  jd|dgddid |ddd t d  jd|dgdd |ddd t d  jd|dgddid |ddd W d    n1 s0    Y  t | t d|d < d!|d"< d#|d$< t d  jd|dd gdd%d&d'd |ddd |dd d% |dd(d& W d    n1 s0    Y  t | N | }d
|j
d|jd)f< d*|j
d|jdf< d|d< |jd}tj|j
dd|f< d|j
dd|f< d|d < |jd }tj|j
dd|f< d|j
d+d,|f< t d  jd|g d-d  dd.}||jdk|jdk@ |j dk@ |jdk @  }tj||d/d0  dd1}||jdk|jd2k@  }t|| W d    n1 s0    Y  t |  | }d|d< tj|j|jdd df< d|j|jd+d3 df< d2|d < t!d4"d5|d6< tj|j|jd7d g d8f< t d9  jd9|g d:d  d9d}||jdk }t||  d9g d;}||jdk|j#dk@ |jdk@  }tj||d/d0 W d    n1 s0    Y  t |  t	d<d,d=}ttjdd>|g d?d@}d|d< tj|j|jdd df< d|j|jd+d3 df< |ddAg $ |ddAg< d2|d <  jd9|g dBd  d9d}||jdk }t||  d9g dC}||jdk|j#dk@ |jdk@  }t|| W d    n1 s0    Y  d S )DNr   rw   r   r   r   r   r   r   r   r   r   r&   r0   TB>0zB>0 and index>df.index[3]r   r.   rM   r   r#   rU   r(   r   zstring='foo'c                    s"   t  | jj|j|ksJ d S r   r   r   r   rA   rB   r     s    z0test_append_with_data_columns.<locals>.check_col   r   r   Z	foobarbahr   Z
foobarbah1Zstring_block1Z
foobarbah2Zstring_block2(   r   )r   r   r   r   rR   g         r   )rR   r   r   r   z.string='foo' and string2='foo' and A>0 and B<0F)Z
check_freqzstring='foo' and string2='cool'cool	   Z20010102rN   datetimerV   )rR   r   r   df_dc)r   rT   r   r   r   )B > 0C > 0zstring == fooz1/1/2000rI   )r   rV   )rR   r   rT   )r   r   rT   )r   rT   r   r   )r   r   zstring == "foo")%r   r   r2   r3   r4   r5   r   r6   r7   r
   r{   r   Zget_locr   r8   r9   r:   Z_handlerootr&   r    colsr   Z
is_indexedr   r]   r|   rn   r<   r=   r   r   rR   r   rm   rT   abs)	r?   r&   ra   rb   r   r   slr   r   rA   r   rB   test_append_with_data_columns  s    

,



,


,
,

"0"r   c                 C   s   |}d |j _t|`}|d| |d}t|| |jdddgd}|jddgd}t|| W d    n1 sz0    Y  | d }|j|ddd t	|dddgd}|jddgd}t|| d S )	NrX   rR   r   rS   ztest.hdfr&   r    )r   r!   )
r   r\   r   r8   r]   r9   r:   r|   Zto_hdfr   )Ztmp_pathr?   Z multiindex_dataframe_random_datar&   r@   ra   rb   pathrA   rA   rB   test_append_hierarchical  s    

*r   c                 C   s   t | }tdtdd ttdtdtdd tdD tdd	}|j	d
|dd |
d
}t|| |j	d|dd |
d}t|| W d    n1 s0    Y  d S )N皙?x   r   r   r   r   c                 S   s   g | ]}d | qS zi-rA   rD   rA   rA   rB   rG     rH   z$test_append_misc.<locals>.<listcomp>r   r   r&   r#   	chunksizer   r   )Zexpectedrows)r   r   r2   r>   reshaper   r6   r7   rY   r8   r]   r9   r:   )r?   r@   r&   ra   rA   rA   rB   test_append_misc  s    


r   r   )r   r   i  c                 C   s   t dtdd ttdtdtdd tdD tdd	}d
|d< d|d< |d d|d< |d dk|d< t	d
d|d< t	d
d|d< t| dd6}|jd||d |d}t|| W d    n1 s0    Y  d S )Nr   r   r   r   r   c                 S   s   g | ]}d | qS r   rA   rD   rA   rA   rB   rG     rH   z.test_append_misc_chunksize.<locals>.<listcomp>r   r   rM   r   r   Zfloat322Zfloat32r   boolr   rN   Ztime1Z20130102Ztime2w)modeobjr   )r   r2   r>   r   r   r6   r7   rY   rl   r   rm   r   r8   r]   r9   r:   )r?   r   r&   r@   ra   rA   rA   rB   test_append_misc_chunksize  s    
r   c              	   C   s  t | }ttdd}|d| tjtdd |d W d    n1 sR0    Y  ttj	
d	dtdd}|d| t|d| |d| t|d| ttdd}|d| t|d| W d    n1 s0    Y  d S )	NABCrS   r&   z 'No object named df in the file'ry   r   )r   rV   r   )r   r   r6   r8   r   r   KeyErrorr]   r2   r3   r4   r9   r:   r;   )r?   r@   Zdf_emptyr&   rA   rA   rB   test_append_misc_empty_frame  s    
(r   c              	   C   s  t | }tdtdd ttdtdtdd tdD tdd	}d
ggt	| |d< |j
d tjkstJ td}tjt|d |d| W d    n1 s0    Y  d
ggt	| |d< d
ggt	| |d< tjt|d |d| W d    n1 s0    Y  tdtdd ttdtdtdd tdD tdd	}ttddd|jd}|t}tj|dd< ||d< |j
d tjksJ d}tjt|d |d| W d    n1 s0    Y  d}tjt|d" |dtd W d    n1 s&0    Y  td}tjt|d& |dttd W d    n1 sv0    Y  tdtdd ttdtdtdd tdD tdd	}|d| d|d< td}tjt|d |d| W d    n1 s0    Y  t|d td|d< |d| d |d< td!}tjt|d |d| W d    n1 s0    Y  W d    n1 s0    Y  d S )"Nr   r   r   r   r   c                 S   s   g | ]}d | qS r   rA   rD   rA   rA   rB   rG     rH   z%test_append_raise.<locals>.<listcomp>r   r   r   invalidziCannot serialize the column [invalid]
because its data contents are not [string] but [mixed] object dtypery   r&   Zinvalid2Zinvalid3c                 S   s   g | ]}d | qS r   rA   rD   rA   rA   rB   rG     rH   i  r#   r   r.   r   r(   z>too many timezones in this block, create separate data columnsz(value must be None, Series, or DataFramer   z]cannot properly create the storer for: [group->df,value-><class 'pandas.core.series.Series'>]c                 S   s   g | ]}d | qS r   rA   rD   rA   rA   rB   rG     rH   rM   zinvalid combination of [non_index_axes] on appending data [(1, ['A', 'B', 'C', 'D', 'foo'])] vs current table [(1, ['A', 'B', 'C', 'D'])]r   rU   a  invalid combination of [values_axes] on appending data [name->values_block_1,cname->values_block_1,dtype->bytes24,kind->string,shape->(1, 30)] vs current table [name->values_block_1,cname->values_block_1,dtype->datetime64[s],kind->datetime64[s],shape->None])r   r   r2   r>   r   r   r6   r7   rY   r^   ZdtypesZobject_r}   r~   r   r   r   r8   r   r   r   rl   r<   r   r   r   )r?   r@   r&   r   rc   rA   rA   rB   test_append_raise  sv    *,
,26,
r   c                    s  t dd t  fddtdD d}|d |d  |d	< tj|jd
dd	f< t| ,}t|d |j	d|dd |
d}t|| |j
ddd}t|| |j
ddd}t||jd
d   |
dd}t||jd
d   |
dd}|jd	gd}t||jdd   |
dd}|jdd  }t||jdd   t|d |d| |
d}t|| W d    n1 s0    Y  d S )Nr   rN   c                    s   g | ]} t |d d qS )r   )dayssecondsr   rD   rL   rA   rB   rG   C  rH   z.test_append_with_timedelta.<locals>.<listcomp>r   r   rR   r   rT   rV   r(   r&   Tr0   zC<100000)wherezC<pd.Timedelta('-3D')zC<'-3D'zC<'-500000s')Zsubsetr   z	C<'-3.5D'r#   r   r   )r   rm   r   rY   r2   r<   r=   r   r   r8   r]   r9   r:   r{   rp   r;   )r?   r&   r@   ra   rA   r   rB   test_append_with_timedelta;  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||gdd}t| 8}d}tjt|d* |jddgd d|dd W d    n1 s0    Y  tjt|d& |jd d d|dd W d    n1 s0    Y  d}tjt|d |d|d W d    n1 s00    Y  |jddgd d|dd |jddgddgdd}||jdk|jdk@  }t|| W d    n1 s0    Y  d S )Nr   rw   r   r   r   r   r   r   r   {}_2rS   rU   rM   r#   Zaxisz=append_to_multiple requires a selector that is in passed dictry   rR   r   r   r"   )selectorzQappend_to_multiple must have a dictionary specified as the way to split the valuer   r   zA>0r   )r   r   r   )r   r2   r3   r4   r5   r   r6   r7   r
   rn   renamer!   r	   r   r   r   r   append_to_multipleselect_as_multiplerR   r   r9   r:   )r?   r   r   r&   r@   r   ra   rb   rA   rA   rB   test_append_to_multiplej  s4    $4.r   c                 C   s&  t tjddttdtdtddddd	}t tjddttdtdtddddd	j	d
j
d}tj|jd|jddgf< t||gdd}t| n}|jddgd d|ddd |ddg}| }tj||dd t|dj|dj W d    n1 s0    Y  d S )Nr   rw   r   r   r   r   r   r   r   r   rS   r#   rR   r   r   r   Tr   rp   r   r/   )r   r2   r3   r4   r5   r   r6   r7   r
   r   r!   r<   r{   r   get_indexerr	   r   r   r   rp   r9   r:   Zassert_index_equalr]   r   )r?   r   r   r&   r@   ra   rb   rA   rA   rB   test_append_to_multiple_dropna  s,    
r   c              
   C   sH  t tjddttdtdtddddd	}|	 j
d
jd}tj|jd|jddgf< t||gdd}t| }tdd |jddgd d|ddd d}tjt|d |ddg W d    n1 s0    Y  |dj|djrJ W d    n1 s0    Y  W d    n1 s:0    Y  d S )Nr   rw   r   r   r   r   r   r   r   r   rS   r#   rR   r   rr   T)df1adf2ar   Fr   z,all tables must have exactly the same nrows!ry   r   )r   r2   r3   r4   r5   r   r6   r7   r
   rn   r   r!   r<   r{   r   r   r	   r   rs   rt   r   r   r   r   r   r]   r   equals)r?   r   r   r&   r@   r   rA   rA   rB   $test_append_to_multiple_dropna_false  s$    ,r   c              	   C   s   t tddtddtddd dd tdD dd tdD d}|jd	g }t| b}|jd
gddgddgd|jd	g dddddd |g d}tj	||dd W d    n1 s0    Y  d S )Nr#      X   c                 S   s   g | ]}d qS )r   rA   rE   _rA   rA   rB   rG     rH   z8test_append_to_multiple_min_itemsize.<locals>.<listcomp>r   c                 S   s   g | ]}d qS )ZabcderA   r   rA   rA   rB   rG     rH   )IXNumBigNumStrLongStrr   r   r   r   r   r   )r   Znumsstrsr   r   rJ   r   )r   r   r   r   Tr/   )
r   r2   r>   rY   r{   r   r   r   r9   r:   )r?   r&   rb   r@   ra   rA   rA   rB   $test_append_to_multiple_min_itemsize  s*    

	



r   )4r   r   r}   numpyr2   r   Zpandas._libs.tslibsr   Zpandas.util._test_decoratorsutilZ_test_decoratorstdZpandasrs   r   r   r   r   r9   r	   r
   r   Zpandas.tests.io.pytables.commonr   r   markZ
single_cpuZ
pytestmarkZimportorskipr   filterwarningsrC   rd   ro   rv   r   r   r   r   r   r   r   Zparametrizer   r   Z&skip_array_manager_not_yet_implementedr   r   r   r   r   r   rA   rA   rA   rB   <module>   sD   $	


H/0V!4{	 

W/%