o
    5c                     @   sZ  d dl Z d dl mZ d dlZd dlm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mZ ejj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)catch_warnings)	Timestamp)	DataFrameSeries_testingconcat
date_rangeread_hdf)_maybe_removeensure_clean_pathensure_clean_storez7ignore:object name:tables.exceptions.NaturalNameWarningc                 C   s  t | C}tdd# 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jddddt	jdtt	jjddddt	jdtt	jjddddt	jdtg dt	jddt	dd}t|d |d| t|d | t|d |jd|g dd t|d | W d    n1 s3w   Y  W d    d S W d    d S 1 sLw   Y  d S ) NTrecord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uints)r#   r$   r%   data_columns)r   r   tmmakeTimeDataFramer   appendassert_frame_equalputr   npnanlocr   randomrandintuint8uint16uint32uint64arange)
setup_pathstorer   	uint_data r>   Z/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/io/pytables/test_append.pytest_append   sh   



"


 $r@   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|| 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| t|d | W d    d S 1 sw   Y  d S )Nd   sstsfoons<   zfoo>60F   Z   zfoo>70 and index<90r   r   AcolumnsBCbar   Tinplacer   mi)r   r,   makeStringSeriesmakeTimeSeriesr   r1   r:   r.   assert_series_equalnameselectr(   r   r4   randnlenr3   	set_indexstack	droplevel)	r;   r<   rB   rC   rE   resultexpectedrR   sr>   r>   r?   test_append_seriesd   sB   
"r`   c                 C   s  t | }tttjddtjdtjdddtdtdddd	d	d
t	dd}t
|d tj|jd	dg df< |d|d d  |d|dd   t|d | | }tj|d< t
|d |d|d d  |d|dd   t|d | | }tj|d< t
|d |d|d d  |d|dd   t|d | | }tj|d< t
|d |d|d d  |d|dd   t|d | W d    d S 1 sw   Y  d S )N   int32rD   rN   20010101  r   r   r   )rI   A1A2rL   rM   DEr'   r      )re   rL   rg   rh   r   re   rf   r   rh   r   )r   r   r   r1   r4   rX   astyper   datetimer:   r   r2   r3   r.   r,   r/   copy)r;   r<   r   r   r   r   r>   r>   r?   test_append_some_nans   sH   


	






"rm   c                 C   s  t | }ttjdtj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
|d |d
d   t|d |j	d|d d dd	 |j	d|dd  dd	 t
|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tj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
|d | t|d |j	d|d d dd	 |j	d|dd  dd	 t
|d | ttjdtjdddtdtd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
|d | t|d |j	d|d d dd	 |j	d|dd  dd	 t
|d | W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nra   )re   rf   r'   r   ri   r   r   T)dropnar   Fio.hdf.dropna_tabler   df4rD   rN   )re   rf   rL   rM   rc   rd   r   r   )re   rf   rL   rM   rg   rh   )r   r   r1   r4   rX   r:   r2   r3   r   r.   r,   r/   pdoption_contextr   rk   r;   r<   r   r>   r>   r?   test_append_all_nans   s   












 $ru   c              	   C   sL  t | }t }|jd |_t|d |jd|jd d d df dgd |d|jd d dd f  t|d | |	dd}|j
dgd}t|| |	dd}|j
dg|jd	d
 d}t|| td}tjt|d |	dd W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr   r   rK   )axes	columns=ArI   rJ   )rw   zindex=df.index[0:4]r      )rK   r(   zOpassing a filterable condition to a non-table indexer [Filter: Not Initialized]matchzcolumns=A and index>df.index[4])r   r,   r-   r(   
_with_freqr   r.   ilocr/   rW   reindexreescapepytestraises	TypeError)r;   r<   r   r]   r^   msgr>   r>   r?   !test_append_frame_column_oriented  s,   

$"r   c              	   C   sb  t | x}tdD ]k}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rX|d= tdgt| dd|d< |d d
krg|	d}||d< |j
ddd |d| q	W d    n1 sw   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   ABrJ   r(   r   int64r!   int16r   rO   rI   TrP   r   float64)rK   r"   int16_2zCcannot match existing table structure for [int16] on appending datary         ?float_3zAcannot match existing table structure for [A,B] on appending data)r   ranger   r1   r4   rX   listr   rY   poprZ   r.   r~   r   r   r   
ValueError)r;   r<   ir   ar   r>   r>   r?   )test_append_with_different_block_ordering5  sN   


 $r   c              
      s.  t |  tddx  fdd}tddgddgg} d	| t d	| |d	d
d tddgddgg} d	| t||g}t d	| |d	d
d tddgddgg} jd|ddid t d| |dd
d  d| tddgddgg}d}tj	t
|d  d| W d    n1 sw   Y  t d} jd|d ddid t d|d   jd|d dddid t d|d   jd |d!dd"id# |  jd$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  W d    n	1 sw   Y  t |   fd0d}td(d+d1td2d3}t d'  jd'|d4d5id |d'd4d5  d'jd4gksJ t d'  jd'|dgd4d5id |d'd4d5  d'jdd4gksJ t d'  jd'|dgdd5id |d'dd5 |d'd6d5  d'jdgks!J t d'  jd'|d d7 d5d  jd'|d7d  d5d t d' | tg d8d4gd9}t d' td:}tj	t
|d  jd'|d;d;d<d W d    n1 sww   Y  W d    d S W d    d S 1 sw   Y  d S )=NTr   c                    "   t  | jj|j|ksJ d S Ngetattr
get_storerr   descriptionitemsizekeyrV   r    r<   r>   r?   	check_coll  s   
z+test_append_with_strings.<locals>.check_col{   	asdqwertyiY  dggnhebbsdfbdfbdf_bigvalues_block_1ri   |   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 columnsry   rM   rB   rL   r(   rx   ss2r+   r   ss3r      )r   r   longer)rM   ss4r   rD   stringr   rN   string2   bahstring3c                    s"   t  | jj|jsJ |d S r   r   r   r   r>   r?   r     s   "rI   rL   r   r'   rI      values_block_0r   )rD   rD   rD   barhr   r   rJ   zBmin_itemsize has the key [foo] which is not an axis or data_columnra   )rD   foobar)r   r   r   r.   r,   r/   rW   r   r   r   r   makeMixedDataFramerZ   rU   r0   rl   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   "


M




 &$r   c                 C   s   t | 6}tdg di}|jd|d d ddid |jd|dd  ddid t|d| W d    d S 1 s=w   Y  d S )Nx)r   bcdef r   r   r   )r   r   r.   r,   r/   rW   rt   r>   r>   r?   test_append_with_empty_string  s   
"r   c           	   	      s  t | Ή t }d|jd|jdf< t d  jd|d d dgd  d|dd   t d |  j	j
jjjjjdu sEJ  j	j
jjjjjdu sRJ  dd}||jdk }t||  dd	}|j|jd
d  d}||jdk }t|| | }d|d< tj|j|jdd
 df< d|j|jdd df< t d  jd|dgd  dd}||jdk }t||  fdd}W d    n1 sw   Y  t | K t d  jd|dgddid |ddd t d  jd|dgdd |ddd t d  jd|dgddid |ddd W d    n	1 s-w   Y  t | : d|d< d|d< d|d< t d  jd|ddgdddd d |ddd |ddd |dd!d W d    n	1 stw   Y  t |  | }d|jd|jd"f< d#|jd|jdf< d|d< |jd}tj|jdd
|f< d|jdd|f< d|d< |jd}tj|jdd|f< d|jd$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$d, df< d+|d< td-|d.< |jdd/}tj|j|jd0d g d1f< t d2  jd2|g d3d  d2d}||jdk }t||  d2g d4}||jdk|jdk@ |jdk@  }tj||d(d) W d    n	1 sw   Y  t |  tjd5 td6d%d7}t tj!d%d0|g d8d9}d|d< tj|j|jd
d df< d|j|jd$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 sYw   Y  d S )=Nr   r   rL   r   r   r*   TB>0zB>0 and index>df.index[3]rx   r'   rD   r   r   rN   r   r   zstring='foo'c                    r   r   r   r   r   r>   r?   r     s   
z0test_append_with_data_columns.<locals>.check_col   r   r   	foobarbahr   
foobarbah1string_block1
foobarbah2string_block2(   r   )r   r   r   r   rI   g         r   )rI   rL   r   r   z.string='foo' and string2='foo' and A>0 and B<0F)
check_freqzstring='foo' and string2='cool'cool	   20010102rk   )rk   rO   )rI   rL   rk   df_dc)rL   rM   r   r   rk   )B > 0C > 0zstring == fooi  z1/1/2000)periods)rI   rL   rM   )r(   rK   rM   )rL   rM   r   r   )r   r   zstring == "foo")#r   r,   r-   r|   rK   get_locr   r.   r/   _handlerootr   r   colsr(   
is_indexedrL   rW   r}   rl   r1   r2   r3   r   r   rI   r   _convertrM   r4   seedr	   r   rX   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  td(}|j	|ddd t
|dddgd}|jddgd}t|| W d    d S 1 sqw   Y  d S )	NrR   rI   rL   rJ   ztest.hdfr   r   r   )rK   rV   r   r.   rW   r,   r/   r}   r   to_hdfr
   )r;    multiindex_dataframe_random_datar   r<   r]   r^   pathr>   r>   r?   test_append_hierarchical  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.   rW   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	< td
|d< t| dd}|jd||d |d}t || W d    d S 1 sNw   Y  d S )NrD   r   r   float322float32r   bool20130101time120130102time2w)modeobjr   )r,   r   rj   r   r   r.   rW   r/   )r;   r   r   r<   r]   r>   r>   r?   test_append_misc_chunksize  s   
"r   c              	   C   s  t | s}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 szw   Y  d S )	NABCrJ   r   z 'No object named df in the file'ry   r   rO   r   )r   r   r   r.   r   r   KeyErrorrW   r1   r4   randr,   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 dtypery   r   invalid2invalid3rd   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'>]rD   zinvalid combination of [non_index_axes] on appending data [(1, ['A', 'B', 'C', 'D', 'foo'])] vs current table [(1, ['A', 'B', 'C', 'D'])]r   rN   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   rY   dtypesr1   object_r~   r   r   r   r   r.   r   rk   r(   rj   objectr2   r:   r   r   r   )r;   r<   r   r   r_   r>   r>   r?   test_append_raise  sr   

 G$r  c                 C   s  t td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   c                 S   s    g | ]}t d t|dd qS )r   r   )daysseconds)r   r   ).0r   r>   r>   r?   
<listcomp>!  s    z.test_append_with_timedelta.<locals>.<listcomp>r   r   rI   rL   rM   rO   r   r   Tr*   zC<100000)wherezC<pd.Timedelta('-3D')zC<'-3D'zC<'-500000s')subsetr   z	C<'-3.5D'r   rx   r   )r   r   r   r1   r2   r3   r   r   r.   rW   r,   r/   r|   rn   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{}_2rJ   rN   rD   r   axisz=append_to_multiple requires a selector that is in passed dictry   rI   rL   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_multiplerI   rL   r/   )r;   r   r   r   r<   r   r]   r^   r>   r>   r?   test_append_to_multipleK  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
| 6}|jddgd d|dd	d
 |ddg}| }t || t |dj|dj W d    d S 1 s`w   Y  d S )Nr  rJ   r   rI   rL   r  r  r   Tr  rn   r   )r,   r-   r  r   r1   r2   r|   rK   get_indexerr   r   r  r  rn   r/   assert_index_equalrW   r(   )r;   r   r   r   r<   r]   r^   r>   r>   r?   test_append_to_multiple_dropnam  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  rJ   r   rI   rL   r  rp   T)df1adf2ar  Fr  z,all tables must have exactly the same nrows!ry   r  )r,   r-   r  r   r1   r2   r|   rK   r  r   r   rr   rs   r  r   r   r   r  rW   r(   equals)r;   r   r   r   r<   r   r>   r>   r?   $test_append_to_multiple_dropna_false  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| 0}|jd
gddgddgd|jd	g dddddd |g d}t	|| W d    d S 1 scw   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>ra   c                 S   r   )abcder>   r!  r>   r>   r?   r	    r#  )IXNumBigNumStrLongStrr   r%  r&  r'  r(  r)  )r(   numsstrsr(   r   rA   r   )r(  r)  r&  r   )
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,  )4rk   r   r~   warningsr   numpyr1   r   pandas._libs.tslibsr   pandas.util._test_decoratorsutil_test_decoratorstdpandasrr   r   r   r   r,   r   r	   r
   pandas.tests.io.pytables.commonr   r   r   mark
single_cpu
pytestmarkfilterwarningsr@   r`   rm   ru   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     

E//U2y 

M1"