o
    ҷhׄ                     @   sT  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 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) Z/d*d+ Z0d,d- Z1d.d/ Z2dS )0    N	timedelta)	Timestamp)	DataFrameSeries_testingconcat
date_rangeread_hdf)_maybe_removeensure_clean_storetablesz!ignore::tables.NaturalNameWarningc              
   C   s  t | 1}t }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    d S 1 s:w   Y  d S ) Ndf1
   df2tableformatdf3z/df3z/df3 foozdf3 foo      r   )datatestingmixed_column)r   r   df      )highsizedtypei  i   @)l           l          @l            l            l            )u08u16u32u64indexuintsTcheck_index_type)r!   r"   r#   data_columns)r   tmmakeTimeDataFramer   appendassert_frame_equalputr   npnanlocr   randomdefault_rngintegersuint8uint16uint32uint64arange)
setup_pathstorer   	uint_data r?   W/var/www/html/venv/lib/python3.10/site-packages/pandas/tests/io/pytables/test_append.pytest_append   sf   



"


$rA   c           	      C   s  t | }t }t }ttd}|d| |d }t|| |j	d u s+J |d| |d }t|| |j	d u sBJ d|_	|d| |d }t|| |j	|j	ks]J ||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    d S 1 sw   Y  d S )Nd   sstsfoons<   zfoo>60F   Z   zfoo>70 and index<90Tr(   r   )r   r   AcolumnsBCbar   r   inplace)future_stackmi)r   r,   makeStringSeriesmakeTimeSeriesr   r1   r;   r.   assert_series_equalnameselectr&   r   r4   r5   standard_normallenr3   	set_indexstack	droplevel)	r<   r=   rC   rD   rF   resultexpectedrT   sr?   r?   r@   test_append_seriesc   sB   
"rb   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    d S 1 sw   Y  d S )Nr      int32rE   rO   
2001-01-01rF   
2001-01-02)rJ   A1A2rM   rN   DEr%   r   r      )rg   rM   ri   rj   r   Tr(   rg   rh   r   rj   r   )r   r   r   r1   r4   r5   rZ   astyper   as_unitr;   r   r2   r3   r.   r,   r/   copy)r<   r=   r   r   r   r   r?   r?   r@   test_append_some_nans   sL   







"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) t	|d |
d|d d  |
d|dd   t|d | W d    n1 sw   Y  tdd	% 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 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr   rc   )rg   rh   r%   r   rk   r   r   T)dropnar(   r   Fio.hdf.dropna_tabler   df4rE   rO   )rg   rh   rM   rN   re   rF   rf   )rg   rh   rM   rN   ri   rj   )r   r   r1   r4   r5   rZ   r;   r2   r3   r   r.   r,   r/   pdoption_contextr   rm   r<   r=   r   r?   r?   r@   test_append_all_nans   s   








 $rw   c              	   C   sL  t | }t }|jd |_t|d |jd|jd d d df dgd |d|jd d dd f  t|d | |	dd}|j
dgd}t|| |	dd}|j
dg|jd	d
 d}t|| td}tjt|d |	dd W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr   r   rL   )axes	columns=ArJ   rK   )ry   zindex=df.index[0:4]r      )rL   r&   zOpassing a filterable condition to a non-table indexer [Filter: Not Initialized]matchzcolumns=A and index>df.index[4])r   r,   r-   r&   
_with_freqr   r.   ilocr/   rY   reindexreescapepytestraises	TypeError)r<   r=   r   r_   r`   msgr?   r?   r@   !test_append_frame_column_oriented  s,   

$"r   c              	   C   sj  t | z}tdD ]m}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rZ|d= tdgt	| dd	|d< |d dkri|
d}||d< |jddd |d| q	W d    n1 sw   Y  t | }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 sw   Y  tdgt	| dd	|d< td}tjt|d |d| W d    n1 sw   Y  W d    d S W d    d S 1 s.w   Y  d S )Nr   r   )r   r   ABrK   r&   r   int64r   int16r   rP   rJ   TrQ   r   float64)rL   r    int16_2zCcannot match existing table structure for [int16] on appending datar{         ?float_3zAcannot match existing table structure for [A,B] on appending data)r   ranger   r1   r4   r5   rZ   listr   r[   popr\   r.   r   r   r   r   
ValueError)r<   r=   ir   ar   r?   r?   r@   )test_append_with_different_block_ordering3  sZ   


 $r   c              	      s  t | x  fdd}tddgddgg} d| t d| |ddd	 td
dgddgg} d| t||g}t d| |ddd	 tddgddgg} jd|ddid t d| |ddd  d| td
dgddgg}d}tjt	|d  d| W d    n1 sw   Y  t
 d} jd|d ddid t d|d   jd|d dddid t d|d   jd|d dd!id" |  jd#d$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 }d'|d(< tj|j|jd)d d(f< d*|d+< tj|j|jdd, d+f< d-|d.< tj|j|jd)d  d.f<  d&|  d&}t|| W d    n	1 sw   Y  t |  td'd*d/td0d1}t d&  jd&|d2d3id |d&d2d3  d&jd2gksJ t d&  jd&|dgd2d3id |d&d2d3  d&jdd2gksJ t d&  jd&|dgdd3id |d&dd3 |d&d4d3  d&jdgksJ t d&  jd&|d d5 d3d  jd&|d5d  d3d t d& | tg d6d2gd7}t d& td8}tjt	|d  jd&|d9d9d:d W d    n1 sZw   Y  W d    d S W d    d S 1 ssw   Y  d S );Nc                    "   t  | jj|j|ksJ d S Ngetattr
get_storerr   descriptionitemsizekeyrX   r   r=   r?   r@   	check_colj     "z+test_append_with_strings.<locals>.check_col{   	asdqwertyiY  dggnhebbsdfbdfbdf_bigvalues_block_1rk   |   asdqyiZ  dggnhefbdfbdf_big2values2   min_itemsizedf_new
abcdefqhij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 columnsr{   rN   rC   rM   r&   rz   ss2Tr+   r   ss3r      )r   r   longer)rN   ss4r   rE   stringr   rO   string2   bahstring3rJ   rM   r   r%   rJ      values_block_0r   )rE   rE   rE   barhr   r   rK   zBmin_itemsize has the key [foo] which is not an axis or data_columnrc   )rE   foobar)r   r   r.   r,   r/   rY   r   r   r   r   makeMixedDataFramer\   rW   r0   rn   reset_indexassignr   r-   r1   r2   r3   r&   r   r   r+   r   r   )r<   r   r   r   r`   r   r   r_   r?   r   r@   test_append_with_stringsg  s   "


I




 "$r   c                 C   s   t | 6}tdg di}|jd|d d ddid |jd|dd  ddid t|d| W d    d S 1 s=w   Y  d S )Nx)r   bcdef r   r   r   )r   r   r.   r,   r/   rY   rv   r?   r?   r@   test_append_with_empty_string  s   
"r   c           	   	      s  t | Ή t }d|jd|jdf< t d  jd|d d dgd  d|dd   t d |  j	j
jjjjjdu sEJ  j	j
jjjjjdu sRJ  dd}||jdk }t||  dd	}|j|jd
d  d}||jdk }t|| | }d|d< tj|j|jdd
 df< d|j|jdd df< t d  jd|dgd  dd}||jdk }t||  fdd}W d    n1 sw   Y  t | K t d  jd|dgddid |ddd t d  jd|dgdd |ddd t d  jd|dgddid |ddd W d    n	1 s-w   Y  t | : d|d< d|d< d|d< t d  jd|ddgdddd d |ddd |ddd |dd!d W d    n	1 stw   Y  t |  | }d|jd|jd"f< d#|jd|jdf< d|d< |jd}tj|jdd
|f< d|jdd|f< d|d< |jd}tj|jdd|f< d|jd$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(d)  dd*}||jdk|jd+k@  }t|| W d    n	1 s(w   Y  t |  | }d|d< tj|j|jd
d df< d|j|jd$d, df< d+|d< td-d.|d/< tj|j|jd0d g d1f< t d2  jd2|g d3d  d2d}||jdk }t||  d2g d4}||jdk|jdk@ |jdk@  }tj||d(d) W d    n	1 sw   Y  t |  td5d%d6}ttj d!d7|g d8d9}d|d< tj|j|jd
d df< d|j|jd$d, df< |dd:g " |dd:g< d+|d<  jd2|g d;d  d2d}||jdk }t||  d2g d<}||jdk|jdk@ |jdk@  }t|| W d    d S 1 sRw   Y  d S )=Nr   r   rM   r   r   r*   TB>0zB>0 and index>df.index[3]rz   r%   rE   r   r   rO   r   r   zstring='foo'c                    r   r   r   r   r   r?   r@   r     r   z0test_append_with_data_columns.<locals>.check_col   r   r   	foobarbahr   
foobarbah1string_block1
foobarbah2string_block2(   r   )r   r   r   r   rJ   g         r   )rJ   rM   r   r   z.string='foo' and string2='foo' and A>0 and B<0F)
check_freqzstring='foo' and string2='cool'cool	   20010102rF   datetimerP   )rJ   rM   r   df_dc)rM   rN   r   r   r   )B > 0C > 0zstring == fooz1/1/2000)periods)r   rP   )rJ   rM   rN   )r&   rL   rN   )rM   rN   r   r   )r   r   zstring == "foo")#r   r,   r-   r~   rL   get_locr   r.   r/   _handlerootr   r   colsr&   
is_indexedrM   rY   r   rn   r1   r2   r3   r   r   rJ   r   rm   rN   r	   r   r4   r5   rZ   abs)	r<   r   r_   r`   r   r   slr   r&   r?   r   r@   test_append_with_data_columns  s   



(








 

"
"$r   c                 C   s   |}d |j _t|0}|d| |d}t|| |jdddgd}|jddgd}t|| W d    n1 s=w   Y  | d }|j|ddd t	|dddgd}|jddgd}t|| d S )	NrT   rJ   rM   rK   ztest.hdfr   r   r   )
rL   rX   r   r.   rY   r,   r/   r   to_hdfr
   )tmp_pathr<    multiindex_dataframe_random_datar   r=   r_   r`   pathr?   r?   r@   test_append_hierarchicalw  s   


r   c                 C   s   t | 3}t }|jd|dd |d}t|| |jd|dd |d}t|| W d    d S 1 s:w   Y  d S )Nr   r   	chunksizer   r   )expectedrows)r   r,   makeDataFramer.   rY   r/   )r<   r=   r   r_   r?   r?   r@   test_append_misc  s   


"r   r   )r   r   i  c                 C   s   t  }d|d< d|d< |d d|d< |d dk|d< tdd	|d
< tdd	|d< t| dd}|jd||d |d}t || W d    d S 1 sTw   Y  d S )NrE   r   r   float322float32r   bool20130101rF   time120130102time2w)modeobjr   )	r,   r   rl   r   rm   r   r.   rY   r/   )r<   r   r   r=   r_   r?   r?   r@   test_append_misc_chunksize  s   
"r   c              	   C   s  t | u}ttdd}|d| tjtdd |d W d    n1 s)w   Y  ttj	
d	dtdd}|d| t|d| |d| t|d| ttdd}|d| t|d| W d    d S 1 s|w   Y  d S )	NABCrK   r   z 'No object named df in the file'r{   r   )r   rP   r   )r   r   r   r.   r   r   KeyErrorrY   r1   r4   r5   r,   r/   r0   )r<   r=   df_emptyr   r?   r?   r@   test_append_misc_empty_frame  s   
"r   c              	   C   s  t | w}t }dggt| |d< |jd tjksJ td}t	j
t|d |d| W d    n1 s;w   Y  dggt| |d< dggt| |d< t	j
t|d |d| W d    n1 slw   Y  t }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 sw   Y  d}t	j
t|d |dtd W d    n1 sw   Y  td}t	j
t|d |dttd W d    n1 sw   Y  t }|d| d|d< td}t	j
t|d |d| W d    n	1 s/w   Y  t|d td|d< |d| d|d< td}t	j
t|d |d| W d    n1 sgw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr   invalidziCannot serialize the column [invalid]
because its data contents are not [string] but [mixed] object dtyper{   r   invalid2invalid3i  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'>]rE   zinvalid combination of [non_index_axes] on appending data [(1, ['A', 'B', 'C', 'D', 'foo'])] vs current table [(1, ['A', 'B', 'C', 'D'])]r   rO   zinvalid 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,kind->datetime64,shape->None])r   r,   r   r[   dtypesr1   object_r   r   r   r   r   r.   r   r   r&   rl   objectr2   r;   r   r   r   )r<   r=   r   r   ra   r?   r?   r@   test_append_raise  sr   

 F$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    d S 1 sw   Y  d S )Nr   rF   c                    s   g | ]
} t |d d qS )r   )dayssecondsr   ).0r   rD   r?   r@   
<listcomp>  s    z.test_append_with_timedelta.<locals>.<listcomp>r   r   rJ   rM   rN   rP   r   r   Tr*   zC<100000)wherezC<pd.Timedelta('-3D')zC<'-3D'zC<'-500000s')subsetr   z	C<'-3.5D'r   rz   r   )r   rm   r   r   r1   r2   r3   r   r   r.   rY   r,   r/   r~   rp   r0   )r<   r   r=   r_   r?   r  r@   test_append_with_timedelta  s<   




"r  c              	   C   s  t  }t  jdjd}d|d< t||gdd}t| }d}tjt|d |j	d	d
gd d|dd W d    n1 s?w   Y  tjt|d |j	d d d|dd W d    n1 saw   Y  d}tjt|d |	d|d W d    n1 sw   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    d S 1 sw   Y  d S )N{}_2rK   rO   rE   r   axisz=append_to_multiple requires a selector that is in passed dictr{   rJ   rM   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,   r-   renamer   r   r   r   r   r   append_to_multipleselect_as_multiplerJ   rM   r/   )r<   r   r   r   r=   r   r_   r`   r?   r?   r@   test_append_to_multiple<  s4   
"r  c                 C   s   t  }t  jdjd}tj|jd|jddgf< t	||gdd}t
| 8}|jddgd d|dd	d
 |ddg}| }t j||d	d t |dj|dj W d    d S 1 sbw   Y  d S )Nr  rK   r   rJ   rM   r  r  r   Tr  rp   r   r(   )r,   r-   r  r   r1   r2   r~   rL   get_indexerr   r   r  r  rp   r/   assert_index_equalrY   r&   )r<   r   r   r   r=   r_   r`   r?   r?   r@   test_append_to_multiple_dropna]  s   
"r  c              
   C   s*  t  }t  jdjd}tj|jd|jddgf< t	||gdd}t
| d}tddE |jddgd d	|d
dd d}tjt|d |d
dg W d    n1 sXw   Y  |d
j|djrlJ W d    n1 svw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr  rK   r   rJ   rM   r  rr   T)df1adf2ar  Fr  z,all tables must have exactly the same nrows!r{   r  )r,   r-   r  r   r1   r2   r~   rL   r  r   r   rt   ru   r  r   r   r   r  rY   r&   equals)r<   r   r   r   r=   r   r?   r?   r@   $test_append_to_multiple_dropna_falsen  s     Pr   c              	   C   s   t tddtddtddd dd tdD dd tdD d}|jd	g }t| 2}|jd
gddgddgd|jd	g dddddd |g d}tj	||dd W d    d S 1 sew   Y  d S )Nr      X   c                 S      g | ]}d qS )r   r?   r
  _r?   r?   r@   r        z8test_append_to_multiple_min_itemsize.<locals>.<listcomp>rc   c                 S   r#  )abcder?   r$  r?   r?   r@   r    r&  )IXNumBigNumStrLongStrr   r(  r)  r*  r+  r,  )r&   numsstrsr&   r   rB   r   )r+  r,  r)  r   Tr(   )
r   r1   r;   r   r~   r   r  r  r,   r/   )r<   r   r`   r=   r_   r?   r?   r@   $test_append_to_multiple_min_itemsize  s,   

	



"r/  )3r   r   r   numpyr1   r   pandas._libs.tslibsr   pandas.util._test_decoratorsutil_test_decoratorstdpandasrt   r   r   r   r,   r   r	   r
   pandas.tests.io.pytables.commonr   r   mark
single_cpu
pytestmarkimportorskipr   filterwarningsrA   rb   ro   rw   r   r   r   r   r   r   r   parametrizer   r   &skip_array_manager_not_yet_implementedr  r  r  r  r   r/  r?   r?   r?   r@   <module>   sF     


D-0V4p	 

K/!