
    OwgA              
          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Zd dl	Z	d dl
mZmZ d dlmZmZmZmZmZmZ d dlmZ e	j.                  d        Zd Zd Ze	j6                  j9                  d	g d
      d        Zd Ze	j6                  j9                  dg d      d        Zd Z e	j6                  j9                  dg d      d        Z!d Z"d Z#d Z$d Z%d Z&d Z'e	j6                  jQ                  ed      d        Z)e	j6                  jU                  e d      d        Z+e	j6                  jQ                  ed      d         Z,d! Z-d" Z.d# Z/e	j6                  jU                  e d$      d%        Z0d& Z1e	j6                  jd                  d'        Z3e	j6                  j9                  d(g d)g d*g d+g d,g d-g d.g      d/        Z4y)0    )StringION)ascii_uppercase)IS64PYPY)CategoricalIndex	DataFrame
MultiIndexSeries
date_rangeoption_contextc                  x    t        t        j                  j                  d      j	                  d      g d      S )z&Dataframe with duplicate column names.   )i     )ar   br   columns)r   nprandomdefault_rngstandard_normal     [/var/www/horilla/myenv/lib/python3.12/site-packages/pandas/tests/frame/methods/test_info.pyduplicate_columns_framer      s1     
		a 00;$ r   c                      t               } t               }| j                  |       |j                         }t	        j
                  d      }||k(  sJ y )Nbufzd        <class 'pandas.core.frame.DataFrame'>
        RangeIndex: 0 entries
        Empty DataFrame
r   r   infogetvaluetextwrapdedentdfr   resultexpecteds       r   test_info_emptyr(   #   sL    	B
*CGGG\\^F	H Xr   c            
      &   d} t        dt        j                  j                  d      j	                  d| t
              i      }t        t        j                  t        d            j                  t        j                  j                  d      j	                  dd| t
                          j                  d	      |d	<   |j                          t               }|j                  |
       ||d	   dk(     }t               }|j                  |
       y )Ni	  int64r   d   )sizedtype
abcdefghijr   
   categoryr   d)r   r   r   r   integersintr
   arraylisttakeastypeisnar   r    )nr%   r   df2s       r   'test_info_categorical_column_smoke_testr;   2   s    A	GRYY2215>>sRU>VW	XB
l#$))II!!!$--a!3-G	
 fZ	 zN
 GGI
*CGGG
R
^s"
#C
*CHHHr   fixture_func_name)	int_framefloat_framedatetime_framer   float_string_framec                     |j                  |       }t               }|j                  |       |j                         j	                         }t        |      dkD  sJ t               }|j                  |d       y )Nr   r/   Fr   verbose)getfixturevaluer   r    r!   
splitlineslen)r<   requestframer   r&   s        r   test_info_smoke_testrI   C   sg     ##$56E
*C	JJ3J\\^&&(Fv;
*C	JJ3J&r   c                     t               }| j                  dg      j                  d|       | j                  ddg      j                  d|       t               j                  |       y )NAr   FrC   r   Br   )r   reindexr    r   )r>   r   s     r   test_info_smoke_test2rO   X   sf    
*C&++Es+Cc
+00C0H Kr   z&num_columns, max_info_columns, verbose))r/   r+   T)r/      T)r/   r/   T)r/   	   F)r/      Fc                 z   t        t        j                  j                  d      j	                  d| f            }t        d|      5  t               }|j                  |       |j                         }t               }|j                  ||       |j                         }||k(  sJ 	 d d d        y # 1 sw Y   y xY w)Nr      display.max_info_columnsr   rB   )	r   r   r   r   r   r   r   r    r!   )num_columnsmax_info_columnsrC   rH   
io_defaultr&   io_explicitr'   s           r   #test_info_default_verbose_selectionrZ   b   s     bii++A.>>;?OPQE	24D	E 	"Z


z
"$$&j

{G
4'')!!!	" 	" 	"s   A!B11B:c                     t               } d}d}t        t        j                  j	                  d      j                  d|f            }|j                  d|        | j                         }d}||v sJ |j                  d|        | j                  d       | j                         }t        |      dkD  sJ t        |      D ]3  \  }}||cxk  r	||z   k  sn d	||z
   d	}	|j                  |	      r3J  y )
N  rT   r      TrL   z- #     Column  Dtype  
---    ------  -----  r    )r   r   r   r   r   r   r    r!   seek	readlinesrF   	enumerate
startswith)
r   r,   startrH   resheaderlinesilineline_nrs
             r   -test_info_verbose_check_header_separator_bodyrj   z   s    
*CDEbii++A.>>4yIJE	JJtJ%
,,.C=FS==	JJtJ%HHQKMMOEu:>>U# ,4A$$!e)A&G??7+++,r   z>size, header_exp, separator_exp, first_line_exp, last_line_exp))r   $ #   Column  Non-Null Count  Dtype  $---  ------  --------------  -----  $ 0   0       3 non-null      float64z$ 3   3       3 non-null      float64)rP   rk   rl   rm   z$ 10  10      3 non-null      float64)e   z% #    Column  Non-Null Count  Dtype  z%---   ------  --------------  -----  z% 0    0       3 non-null      float64z% 100  100     3 non-null      float64)r\   z& #     Column  Non-Null Count  Dtype  z&---    ------  --------------  -----  z& 0     0       3 non-null      float64z& 1000  1000    3 non-null      float64)i'  z' #      Column  Non-Null Count  Dtype  z'---     ------  --------------  -----  z' 0      0       3 non-null      float64z' 10000  10000   3 non-null      float64c                 j   t        t        j                  j                  d      j	                  d| f            }t               5 }|j                  dd|       |j                         j                         }ddd       dd }|^}	}
}}}|	|k(  sJ |
|k(  sJ ||k(  sJ ||k(  sJ y# 1 sw Y   3xY w)zETest header column, spacer, first line and last line in verbose mode.r   r]   T)rC   show_countsr   N)	r   r   r   r   r   r   r    r!   rE   )r,   
header_expseparator_expfirst_line_explast_line_exprH   r   	all_linestablere   	separator
first_linerest	last_lines                 r   %test_info_verbose_with_counts_spacingr|      s    X bii++A.>>4yIJE	 0s

4Ts
;LLN--/	0
 aOE6;3FIzD)Z%%%'''%%%0 0s   3B))B2c                     t        dt        ddgd      i      } t               }| j                  |       |j	                         }t        | j                         j                               }t        j                  d| d      }||k(  sJ y )	Nr   rR   r   i8)r-   r   a      <class 'pandas.core.frame.DataFrame'>
    RangeIndex: 2 entries, 0 to 1
    Data columns (total 1 columns):
     #   Column  Non-Null Count  Dtype
    ---  ------  --------------  -----
     0   a       2 non-null      int64
    dtypes: int64(1)
    memory usage: z bytes
    )
r   r
   r   r    r!   floatmemory_usagesumr"   r#   )r%   r   r&   bytesr'   s        r   test_info_memoryr      s    	CAd34	5B
*CGGG\\^F"//#'')*E ' 		H Xr   c                     t               } t        t        j                  j	                  d      j                  d            }|j                  |        t               } |j                  | d       | j                         }t        |j                               dkD  sJ |}t        dd      5  t               } |j                  |        | j                         }||k(  sJ 	 d d d        y # 1 sw Y   y xY w)Nr   )rT   rn   r   rn   r   max_colsr+   rU   )r   r   r   r   r   r   r    r!   rF   rE   r   )ior%   r&   r'   s       r   test_info_wider      s    	B	299((+;;HE	FBGGGO	BGGSG![[]Fv  "#c)))H	2C	8 "Z
B!!!	" " "s   -4C++C4c                      t               } t        ddggddg      }|j                  |        | j                         j	                  d      }d|d   k(  sJ d	|d
   k(  sJ y )NrR   g       @r   r   r   Tz% 0   a       1 non-null      int64  
rT   z% 1   a       1 non-null      float64
   )r   r   r    r!   rE   )r   rH   rf   s      r   0test_info_duplicate_columns_shows_correct_dtypesr      sg    	B3xj3*5E	JJ2JKKM$$T*E3uQx???3uQx???r   c            	         g d} i }d}t        |       D ]G  \  }}t        j                  j                  d      j	                  d|      j                  |      ||<   I t        |      }t               }|j                  |       |j                         }d}||v sJ t        |       D ]  \  }}d|dd	|dd
|dd| }	|	|v rJ  y )Nr*   float64zdatetime64[ns]ztimedelta64[ns]
complex128objectboolr/   r   r,   r   zY #   Column  Non-Null Count  Dtype          
---  ------  --------------  -----          r^   r1   z   z       z non-null     )
ra   r   r   r   r2   r7   r   r   r    r!   )
dtypesdatar9   rg   r-   r%   r   rd   re   names
             r   test_info_shows_column_dtypesr      s    F D
Af% M5))''*33AA3>EEeLQM	4B
*CGGG
,,.C	7  S==f% 51Q%s1Q%wqe>%As{{r   c                     t        t        j                  j                  d      j	                  d            } dD ]u  \  }}t        dd      5  t               }| j                  ||       |j                         }t        |j                         j                  d            |k(  sJ 	 d d d        w dD ]u  \  }}t        dd	      5  t               }| j                  ||       |j                         }t        |j                         j                  d            |k(  sJ 	 d d d        w d
D ]  \  }}t        dd      5  t               }| j                  ||       |j                         }t        |j                         j                  d            |k(  sJ 	 d d d        t        dd	      5  t               }| j                  ||       |j                         }t        |j                         j                  d            |k(  sJ 	 d d d         y # 1 sw Y   xY w# 1 sw Y   zxY w# 1 sw Y   xY w# 1 sw Y   xY w)Nr   )r/   rT   ))rT   NrT   F   TrW   r   rB   
))r   Nr   r   rT   ))r   rT   )rT   r   r   )r   r   r   r   r   r   r   r    r!   rF   stripsplit)r%   len_rC   r   rd   r   s         r   test_info_max_colsr     s   	299((+;;GD	EB< 8g.2 	8*CGGWG-,,.Csyy{((./4777		8 	88 > 8g.2 	8*CGGWG-,,.Csyy{((./4777		8 	88 , 8h.2 	8*CGGhG/,,.Csyy{((./4777		8 .2 	8*CGGhG/,,.Csyy{((./4777		8 	88	8 	8	8 	8	8 	8	8 	8s4   AHAH$ AH10AH=H!	$H.	1H:	=I	c            	         g d} i }d}t        |       D ]G  \  }}t        j                  j                  d      j	                  d|      j                  |      ||<   I t        |      }t               }|j                  |d       |j                         j                         }d|d   v sJ |j                  |d	       |j                         j                         }d|d   vsJ |j                  |d       |j                         j                         }t        j                  d
|d         sJ |j                  d d d df   j                  |d       |j                         j                         }t        j                  d
|d         rJ g d} i }d}t        |       D ]G  \  }}t        j                  j                  d      j	                  d|      j                  |      ||<   I t        |      }| |_        t        ddgidg      }|j                  |d       |j                         j                         }t        j                  d
|d         sJ |j                  |d       |j                         j                         }t        j                  d|d         sJ |j                         j!                         }	t#        |       |z  dz  |j$                  j&                  z   }
|	|
k(  sJ t        j(                  |j                  j*                        dz   }|t        j(                  |j                               k(  sJ |j                         j!                         |j                  d      j!                         k(  sJ t        ddgdg      j                  d       t        ddgdg      j$                  j&                   t        dt-        j.                  dgt1        d      g      dg      }|j$                  j&                   |j                  d       |j$                  j*                  j&                   |j                  d      j!                         }|dkD  sJ y )Nr   r/   r   r   T)r   r   zmemory usage: Fzmemory usage: [^+]+\+rT   )r*   r*   r*   r   r+   r   rR   fooindexdeepzmemory usage: [^+]+$   r   rK   r   r     r   r   r   r   )ra   r   r   r   r2   r7   r   r   r    r!   rE   rematchilocr   r   r   rF   r   nbytesr,   valuesr	   from_productrange)r   r   r9   rg   r-   r%   r   rd   df_with_object_indexdf_sizeexp_sizesize_dfmems                r   test_info_memory_usager   :  s   F D
Af% M5))''*33AA3>EEeLQM	4B
*C GG$G'
,,.
#
#
%Cs2w&&& GG%G(
,,.
#
#
%C3r7***GG$G'
,,.
#
#
%C 88,c"g666GGArrENCd3
,,.
#
#
%C xx0#b'::: 4FDAf% M5))''*33AA3>EEeLQM	4BBJ$cA3Zw?#D9
,,.
#
#
%C88,c"g666#F;
,,.
#
#
%C88+SW555 oo##%G6{Q"RXX__4Hh ggbjj''(1,Gbggboo/0000 ??  "boo4o&@&D&D&FFFF ause,999Eause,2299	j--ueDk.BCcU
B HHOOOO$OHHOO
//t/
$
(
(
*C7N7r   z'on PyPy deep=True doesn't change result)reasonc                  L   t        ddgidg      } | j                  dd      j                         | j                  d      j                         kD  sJ t        ddgi      }|j                  d      j                         |j                         j                         kD  sJ y Nr   rR   r   r   T)r   r   r   r   r   r   r   	df_objects     r   $test_info_memory_usage_deep_not_pypyr     s    $cA3Zw?))4)@DDF

+
+$
+
7
;
;
=	>	> 3,'I!!t!,002Y5K5K5M5Q5Q5SSSSr   z(on PyPy deep=True does not change resultc                  L   t        ddgidg      } | j                  dd      j                         | j                  d      j                         k(  sJ t        ddgi      }|j                  d      j                         |j                         j                         k(  sJ y r   r   r   s     r    test_info_memory_usage_deep_pypyr     s    $cA3Zw?))4)@DDF,,4,8<<>	?	? 3,'I!!t!,002i6L6L6N6R6R6TTTTr   z PyPy getsizeof() fails by designc            	          t        dt        j                  dgt        d      g      dg      } | j	                  d      j                         }|t        j                  |       z
  }t        |      dk  sJ y )	NrR   r   r   rK   r   Tr   r+   )	r   r	   r   r   r   r   sys	getsizeofabs)r%   r   diffs      r   test_usage_via_getsizeofr     sk    	j--ueDk.BCcU
B //t/
$
(
(
*C r""Dt9s??r   c            
         t               } t        dt        d      g d      }|j                  |        d| j	                         vsJ t               } t        dt        d      t        d            }|j                  |        d| j	                         v sJ t               } t        dt        d      t        j                  t        d      t        d      g            }|j                  |        d| j	                         vsJ t               } t        dt        d      t        j                  t        d      d	d
gg            }|j                  |        d| j	                         v sJ y )NrR   ab)rR   r   r]   r   r   r   +ABCr]   r   bar)r   r   r5   r    r!   r	   r   r   )r   r%   s     r    test_info_memory_usage_qualifiedr     s-   
*C	1d4j		:BGGGclln$$$
*C	1d4jU	<BGGG#,,.   
*C		4:Z%<%<eAha=Q%R
B GGGclln$$$
*C		4:Z%<%<eAhPU=W%X
B GGG#,,.   r   c                     d } d}t        t              }t        j                  t	        t              t        d|      gddg      }t        dt        j                  j                  d	      j                  ||z        i|
      }|j                  d      }|j                  j                  |j                  j                  k(  sJ  | |       | |      kD  sJ  | |       | |      z
  dk  sJ y )Nc                 B    | j                  d      j                         S )NTr   )r   r   )fs    r   r   z>test_info_memory_usage_bug_on_multiindex.<locals>.memory_usage  s    ~~4~(,,..r   r+   20160101)periodsiddate)namesvaluer   r   i  )rF   r   r	   r   r5   r   r   r   r   r   r   unstackr   r   )r   NMr   r%   	unstackeds         r   (test_info_memory_usage_bug_on_multiindexr     s    / 	AOA##	o	
:q ABVnE 
	"))''*::1q5AB%
B 

4 I99y//66666l95555 	"\"%55<<<r   c                      t        ddg      } t        t        j                  d      | |       }t	               }|j                  |       y )Nr   r   )r   r   r   r   )r   r   r   zerosr   r    )idxr%   r   s      r   test_info_categoricalr     s<    
C:
&C	288F#3	<B
*CGGGr   zGH 36579: fail on 32-bit systemc                      t        ddgddgdddg      } t               }| j                  d|	       |j                         }t	        j
                  d
      }||k(  sJ y )NrR   r   r]   )rR   r   rK   rM   r   T)rp   r   af          <class 'pandas.core.frame.DataFrame'>
        Index: 2 entries, A to B
        Data columns (total 2 columns):
         #   Column  Non-Null Count  Dtype
        ---  ------  --------------  -----
         0   1       2 non-null      int64
         1   2       2 non-null      int64
        dtypes: int64(2)
        memory usage: 48.0+ bytes
        r   r$   s       r   test_info_int_columnsr     sf     
1v1a&)#s	<B
*CGG#G&\\^F
	H Xr   c                      t        ddg      } t        j                  d       5  | j                         }d d d        t	        t
        rdnddg      }t        j                  |       y # 1 sw Y   6xY w)Nr   r   r      r   Index)r   tmassert_produces_warningr   r
   r   assert_series_equal)r%   r&   r'   s      r   "test_memory_usage_empty_no_warningr     sa    	#s	$B		#	#D	) #"#Dbay9H68,# #s   A**A3c                  P   t        j                  d       t        ddgddgg      } t        dd      5  t	               }| j                  |       |j                         }d d d        t	               }| j                  |       |j                         }|k(  sJ y # 1 sw Y   =xY w)	NnumbarR   r   r]   r   zcompute.use_numbaTr   )pytestimportorskipr   r   r   r    r!   r$   s       r   test_info_compute_numbar     s      	QFQF#	$B	+T	2  j
C 
 *CGGG||~HX   s   -BB%z!row, columns, show_counts, result)   r   NT)r   r   TT)r   r   FF)rT   rT   NF)rT   rT   TF)rT   rT   FFc                 x   t        dt        d      t        d            j                  ddi      }t        j                  |j
                  d<   t        d| d|      5  t               5 }|j                  ||       d	|j                         v |u sJ 	 d d d        d d d        y # 1 sw Y   xY w# 1 sw Y   y xY w)
NrR   r/   r   r   )rR   rR   zdisplay.max_info_rowsrU   )r   rp   znon-null)
r   r   r7   r   nanr   r   r   r    r!   )rowr   rp   r&   r%   r   s         r   test_info_show_countsr      s     
1eBiuRy	9	@	@!W	NBFFBGGDM	&@'
 < Z 	<3GGG5#,,.0V;;;	<< <	< 	<< <s$   B0(*B$B0$B-	)B00B9)5r   r   r   stringr   r   r"   numpyr   r   pandas.compatr   r   pandasr   r   r	   r
   r   r   pandas._testing_testingr   fixturer   r(   r;   markparametrizerI   rO   rZ   rj   r|   r   r   r   r   r   r   skipifr   xfailr   r   r   r   r   r   r   
single_cpur   r   r   r   r   <module>r      s    	 " 
   
    " 	'	' ,	"	",, D$'P&Q'P&$,"$@88DRj D!JKT LT t8$NOU PU D!CD E!4=2 t8$EF G,-    '

<

<r   