
    MhA              
          S SK Jr  S SKrS SKJr  S SKrS SKrS SKrS SK	r	S SK
JrJr  S SKJrJrJrJrJrJr  S SKJr  \	R.                  S 5       rS rS r\	R6                  R9                  S	/ S
Q5      S 5       rS r\	R6                  R9                  S/ SQ5      S 5       rS r \	R6                  R9                  S/ SQ5      S 5       r!S r"S r#S r$S r%S r&S r'\	R6                  RQ                  \SS9S 5       r)\	R6                  RU                  \(       + SS9S 5       r+\	R6                  RQ                  \SS9S  5       r,S! r-S" r.S# r/\	R6                  RU                  \(       + S$S9S% 5       r0S& r1\	R6                  Rd                  S' 5       r3\	R6                  R9                  S(/ S)Q/ S*Q/ S+Q/ S,Q/ S-Q/ S.Q/5      S/ 5       r4g)0    )StringION)ascii_uppercase)IS64PYPY)CategoricalIndex	DataFrame
MultiIndexSeries
date_rangeoption_contextc                  r    [        [        R                  R                  S5      R	                  S5      / SQS9$ )z&Dataframe with duplicate column names.   )i     )ar   br   columns)r   nprandomdefault_rngstandard_normal     V/var/www/html/env/lib/python3.13/site-packages/pandas/tests/frame/methods/test_info.pyduplicate_columns_framer      s1     
		a 00;$ r   c                      [        5       n [        5       nU R                  US9  UR                  5       n[        R
                  " S5      nX#:X  d   eg )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(   #   sJ    	B
*CGGG\\^F	H r   c                     Sn [        S[        R                  R                  S5      R	                  SU [
        S905      n[        [        R                  " [        S5      5      R                  [        R                  R                  S5      R	                  SSU [
        S95      5      R                  S	5      US	'   UR                  5         [        5       nUR                  US
9  XS	   S:H     n[        5       nUR                  US
9  g )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

^s"
#C
*CHHHr   fixture_func_name)	int_framefloat_framedatetime_framer   float_string_framec                     UR                  U 5      n[        5       nUR                  US9  UR                  5       R	                  5       n[        U5      S:  d   e[        5       nUR                  USS9  g )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                     [        5       nU R                  S/S9R                  SUS9  U R                  SS/S9R                  SUS9  [        5       R                  US9  g )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                 v   [        [        R                  R                  S5      R	                  SU 45      5      n[        SU5         [        5       nUR                  US9  UR                  5       n[        5       nUR                  XbS9  UR                  5       nXW:X  d   e S S S 5        g ! , (       d  f       g = f)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

{
4'')!!! 
F	E	Es   AB**
B8c                     [        5       n SnSn[        [        R                  R	                  S5      R                  SU45      5      nUR                  SU S9  U R                  5       nSnXT;   d   eUR                  SU S9  U R                  S5        U R                  5       n[        U5      S:  d   e[        U5       H9  u  pxX's=::  a
  X!-   :  d  M  O  M  S	Xr-
   S	3n	UR                  U	5      (       a  M9   e   g )
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==	JJtJ%HHQKMMOEu:>>U#$$$!)A&G??7++++ $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   [        [        R                  R                  S5      R	                  SU 45      5      n[        5        nUR                  SSUS9  UR                  5       R                  5       nSSS5        WSS nUGtppnX:X  d   eX:X  d   eX:X  d   eX:X  d   eg! , (       d  f       N6= f)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	s

4Ts
;LLN--/	 

 aOE6;3Fz)%%%'''%%% 
s   0B$$
B2c                     [        S[        SS/SS905      n [        5       nU R                  US9  UR	                  5       n[        U R                  5       R                  5       5      n[        R                  " SU S35      nX$:X  d   eg )	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 r   c                     [        5       n [        [        R                  R	                  S5      R                  S5      5      nUR                  U S9  [        5       n UR                  U SS9  U R                  5       n[        UR                  5       5      S:  d   eUn[        SS5         [        5       n UR                  U S9  U R                  5       nX#:X  d   e S S S 5        g ! , (       d  f       g = f)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!!!	 
9	8	8s   (1C##
C1c                      [        5       n [        SS//SS/S9nUR                  U S9  U R                  5       R	                  S5      nSUS   :X  d   eS	US
   :X  d   eg )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            	         / SQn 0 nSn[        U 5       HC  u  p4[        R                  R                  S5      R	                  SUS9R                  U5      X'   ME     [        U5      n[        5       nUR                  US9  UR                  5       nSnX;   d   e[        U 5       H  u  p4SUS S	US S
US SU 3n	X;   a  M   e   g )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%))''*33AA3>EEeL &	4B
*CGGG
,,.C	7  ==f%1Q%s1Q%wqe>%A{{ &r   c                     [        [        R                  R                  S5      R	                  S5      5      n S Hr  u  p[        SS5         [        5       nU R                  X2S9  UR                  5       n[        UR                  5       R                  S5      5      U:X  d   e S S S 5        Mt     S Hr  u  p[        SS	5         [        5       nU R                  X2S9  UR                  5       n[        UR                  5       R                  S5      5      U:X  d   e S S S 5        Mt     S
 H  u  p[        SS5         [        5       nU R                  X5S9  UR                  5       n[        UR                  5       R                  S5      5      U:X  d   e S S S 5        [        SS	5         [        5       nU R                  X5S9  UR                  5       n[        UR                  5       R                  S5      5      U:X  d   e S S S 5        M     g ! , (       d  f       GM  = f! , (       d  f       GM  = f! , (       d  f       N= f! , (       d  f       GM+  = f)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<.2*CGGG-,,.Csyy{((./4777	 32 = >.2*CGGG-,,.Csyy{((./4777	 32 > ,.2*CGGG/,,.Csyy{((./4777	 3 .2*CGGG/,,.Csyy{((./4777	 32 , 32 32 32 32s4   AHAH!;AH4(AI
H	!
H1	4
I	
I	c            	         / SQn 0 nSn[        U 5       HC  u  p4[        R                  R                  S5      R	                  SUS9R                  U5      X'   ME     [        U5      n[        5       nUR                  USS9  UR                  5       R                  5       nSUS   ;   d   eUR                  US	S9  UR                  5       R                  5       nSUS   ;  d   eUR                  USS9  UR                  5       R                  5       n[        R                  " S
US   5      (       d   eUR                  S S 2S S24   R                  USS9  UR                  5       R                  5       n[        R                  " S
US   5      (       a   e/ SQn 0 nSn[        U 5       HC  u  p4[        R                  R                  S5      R	                  SUS9R                  U5      X'   ME     [        U5      nXl        [        SS/0S/S9nUR                  USS9  UR                  5       R                  5       n[        R                  " S
US   5      (       d   eUR                  USS9  UR                  5       R                  5       n[        R                  " SUS   5      (       d   eUR                  5       R!                  5       n	[#        U 5      U-  S-  UR$                  R&                  -   n
X:X  d   e[        R(                  " UR                  R*                  5      S-   nU[        R(                  " UR                  5       5      :X  d   eUR                  5       R!                  5       UR                  SS9R!                  5       :X  d   e[        SS/S/S9R                  SS9  [        SS/S/S9R$                  R&                    [        S[,        R.                  " S/[1        S5      /5      S/S9nUR$                  R&                    UR                  SS9  UR$                  R*                  R&                    UR                  SS9R!                  5       nUS:  d   eg )Nr   r/   r   r   T)r   r   zmemory usage: Fzmemory usage: [^+]+\+rT   )r*   r*   r*   r   r+   r   rR   fooindexdeepzmemory usage: [^+]+$   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%))''*33AA3>EEeL &	4B
*C GG$G'
,,.
#
#
%Cs2w&&& GG%G(
,,.
#
#
%C3r7***GG$G'
,,.
#
#
%C 88,c"g6666GGArrENCd3
,,.
#
#
%C xx0#b':::: 4FDAf%))''*33AA3>EEeL &	4BJ$cA3Zw?#D9
,,.
#
#
%C88,c"g6666#F;
,,.
#
#
%C88+SW5555 oo##%G6{Q"RXX__4H ggbjj''(1,Gbggboo/0000 ??  "boo4o&@&D&D&FFFF ause,999Eause,2299	j--ueDk.BCcU
B HHOOOO$OHHOO
//t/
$
(
(
*C7N7r   z'on PyPy deep=True doesn't change result)reasonc                  8   [        SS/0S/S9n U R                  SSS9R                  5       U R                  SS9R                  5       :  d   e[        SS/05      nUR                  SS9R                  5       UR                  5       R                  5       :  d   eg 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                  8   [        SS/0S/S9n U R                  SSS9R                  5       U R                  SS9R                  5       :X  d   e[        SS/05      nUR                  SS9R                  5       UR                  5       R                  5       :X  d   eg 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            	          [        S[        R                  " S/[        S5      /5      S/S9n U R	                  SS9R                  5       nU[        R                  " U 5      -
  n[        U5      S:  d   eg )	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            
         [        5       n [        S[        S5      / SQS9nUR                  U S9  SU R	                  5       ;  d   e[        5       n [        S[        S5      [        S5      S9nUR                  U S9  SU R	                  5       ;   d   e[        5       n [        S[        S5      [
        R                  " [        S5      [        S5      /5      S9nUR                  U S9  SU R	                  5       ;  d   e[        5       n [        S[        S5      [
        R                  " [        S5      S	S
//5      S9nUR                  U S9  SU R	                  5       ;   d   eg )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                     S n Sn[        [        5      n[        R                  " [	        [        5      [        SUS9/SS/S9n[        S[        R                  R                  S	5      R                  X-  5      0US
9nUR                  S5      nUR                  R                  UR                  R                  :X  d   eU " U5      U " U5      :  d   eU " U5      U " U5      -
  S:  d   eg )Nc                 <    U R                  SS9R                  5       $ )NTr   )r   r   )fs    r   r   >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 
	"))''*::15AB%
B 

4 I99y//66666l95555 	"\"%55<<<r   c                      [        SS/5      n [        [        R                  " S5      X S9n[	        5       nUR                  US9  g )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                      [        SS/SS/S.SS/S9n [        5       nU R                  SUS	9  UR                  5       n[        R
                  " S
5      nX#:X  d   eg )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     sd     
1v1a&)#s	<B
*CGG#G&\\^F
	H r   c                      [        SS/S9n [        R                  " S 5         U R                  5       nS S S 5        [	        [
        (       a  SOSS/S9n[        R                  " WU5        g ! , (       d  f       N>= f)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     s\    	#s	$B		#	#D	)" 
*DDbay9H68, 
*	)s   A++
A9c                  R   [         R                  " S5        [        SS/SS//5      n [        SS5         [	        5       nU R                  US9  UR                  5       nS S S 5        [	        5       nU R                  US9  UR                  5       nWU:X  d   eg ! , (       d  f       N@= f)	NnumbarR   r   r]   r   zcompute.use_numbaTr   )pytestimportorskipr   r   r   r    r!   r$   s       r   test_info_compute_numbar     s      	QFQF#	$B	+T	2j
C 
3
 *CGGG||~HX 
3	2s   *B
B&z!row, columns, show_counts, result)   r   NT)r   r   TT)r   r   FF)rT   rT   NF)rT   rT   TF)rT   rT   FFc                    [        S[        S5      [        S5      S9R                  SS05      n[        R                  UR
                  S'   [        SU SU5         [        5        nUR                  XRS9  S	UR                  5       ;   UL d   e S S S 5        S S S 5        g ! , (       d  f       N= f! , (       d  f       g = f)
NrR   r/   r   r   )rR   rR   zdisplay.max_info_rowsrU   )r   rp   znon-null)
r   r   r7   r   nanr   r   r   r    r!   )rowr   rp   r&   r%   r   s         r   test_info_show_countsr      s     
1eBiuRy	9	@	@!W	NBFFBGGDM	&@'
 Z3GGG5#,,.0V;;; 
 
 Z
 
s$   B0%(BB0
B-	)B00
B>)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   