
    EgF4                     H   d dl Z d dlZd dlmZ d dlmZ  e j        ddg          d             Z e j        ddg          d	             Z	d
 Z
e j                            dddg          d             Ze j                            d edg di           edg di          f eg dg dd           edg di          fg          d             Ze j                            d ej        ddgddgddg           ej        ddgddgddg          df ej        ddgdd gddgd!dd"g           ej        ddgdd gddgd!dd"g          d#fg          d$             Zd% Ze j                            dddg          d&             Ze j                            dddg          d'             Zd( Ze j                            d eg d)g d*d+           eg d)g d,d+          d-f eg d)g d*d+           eg d.g d/d+          d0fg          d1             Zd2 Zd3 Zd4 Zd5 Ze j                            d6g d7          d8             Zd9 Zd: Zd; Ze j                            d<d=d>g          d?             Zd@ ZdA Z dB Z!dC Z"dD Z#dE Z$dF Z%dG Z&dS )H    N)	DataFrameTF)paramsc                     | j         S Nparamrequests    ^/var/www/sysmax/venv/lib/python3.11/site-packages/pandas/tests/util/test_assert_frame_equal.pyby_blocks_fixturer      
    =    r   Seriesc                     | j         S r   r   r	   s    r   obj_fixturer      r   r   c                 R    t          j        | |fi | t          j        || fi | dS )a4  
    Check that two DataFrame equal.

    This check is performed commutatively.

    Parameters
    ----------
    a : DataFrame
        The first DataFrame to compare.
    b : DataFrame
        The second DataFrame to compare.
    kwargs : dict
        The arguments passed to `tm.assert_frame_equal`.
    N)tmassert_frame_equal)abkwargss      r   _assert_frame_equal_bothr      s@     !Q))&)))!Q))&)))))r   
check_likec                 >   t          g dg ddg d          }t          g dg ddg d          }| sS| d	}t          j        t          |
          5  t	          j        ||| |           d d d            d S # 1 swxY w Y   d S t          ||| |           d S )N                  ABr   r   cindex)r   r   r   )r"   r!   r    r'   r   r   z.index are differentmatchr   obj)r   pytestraisesAssertionErrorr   r   r   )r   r   df1df2msgs        r   #test_frame_equal_row_order_mismatchr5   %   s+   
))))))44OOO
L
L
LC
))))))44OOO
L
L
LC S222]>555 	T 	T!#sz{SSSS	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	T 	!cjkRRRRRRs   A==BBzdf1,df2r$   r   )r   r   r   r    r   r#   c                     | d}t          j        t          |          5  t          j        | ||           d d d            d S # 1 swxY w Y   d S )Nz are differentr+   r.   r/   r0   r1   r   r   )r2   r3   r   r4   s       r   test_frame_equal_shape_mismatchr9   2   s     
(
(
(C	~S	1	1	1 9 9
c3K88889 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9s   AA
A
zdf1,df2,msgr   r   l1l2)r   r'   r   r(   g      ?g       @zDataFrame\.index are differentg @g      ?r&   r   z$MultiIndex level \[0\] are differentc                     d|i}|rIt          j        t          |          5  t          j        | |fi | d d d            d S # 1 swxY w Y   d S t          j        | |fi | d S )Ncheck_index_typer+   r8   )r2   r3   r4   r=   r   s        r   %test_frame_equal_index_dtype_mismatchr>   @   s    , !"23F 2]>555 	6 	6!#s55f555	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	c311&11111s   AA
Ac                 R   ddg}t          |          }t          |          }d| i}|d                             d          |d<   | rKd}t          j        t          |          5  t          j        ||fi | d d d            d S # 1 swxY w Y   d S t          j        ||fi | d S )Ncol1col2)columnscheck_dtypeint64z)Attributes of DataFrame\..* are differentr+   )r   astyper/   r0   r1   r   r   )rC   rB   r2   r3   r   r4   s         r   test_empty_dtypesrF   _   s   vG
G
$
$
$C
G
$
$
$C[)Ff+$$W--CK 2:]>555 	6 	6!#s55f555	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	6 	c311&11111s   &BBBc                 0   |rd}nd}| d| d| d| d}t          g dg dd	g d
          }t          g dg dd	g d          }t          j        t          |          5  t	          j        ||| |           d d d            d S # 1 swxY w Y   d S )Nstringobjectz\.index are different

zY\.index values are different \(33\.33333 %\)
\[left\]:  Index\(\['a', 'b', 'c'\], dtype='z0'\)
\[right\]: Index\(\['a', 'b', 'd'\], dtype='z-'\)
At positional index 2, first diff: c != dr   r   r#   r&   r(   )r   r   dr+   r-   r   r/   r0   r1   r   r   r   r   using_infer_stringdtyper4   r2   r3   s          r   test_frame_equal_index_mismatchrO   o   sJ     - -- - 38- - 38	- - -C ))))))44OOO
L
L
LC
))))))44OOO
L
L
LC	~S	1	1	1 P P
c3:;OOOOP P P P P P P P P P P P P P P P P P   %BBBc                 0   |rd}nd}| d| d| d| d}t          g dg dd	g d
          }t          g dg ddg d
          }t          j        t          |          5  t	          j        ||| |           d d d            d S # 1 swxY w Y   d S )NrH   rI   z\.columns are different

zR\.columns values are different \(50\.0 %\)
\[left\]:  Index\(\['A', 'B'\], dtype='z+'\)
\[right\]: Index\(\['A', 'b'\], dtype='z'\)r   r   r#   r&   r(   )r$   r   r+   r-   rK   rL   s          r   !test_frame_equal_columns_mismatchrR      sJ     ; ;; ; .3; ; .3	; ; ;C ))))))44OOO
L
L
LC
))))))44OOO
L
L
LC	~S	1	1	1 P P
c3:;OOOOP P P P P P P P P P P P P P P P P PrP   c                 
   |}| d| d}t          g dg dd          }t          g dg dd          }t          j        t          |          5  t	          j        ||| |           d d d            d S # 1 swxY w Y   d S )	Nz2\.iloc\[:, 1\] \(column name="B"\) are different

z\.iloc\[:, 1\] \(column name="B"\) values are different \(33\.33333 %\)
\[index\]: \[0, 1, 2\]
\[left\]:  \[4, 5, 6\]
\[right\]: \[4, 5, 7\]r   r   r#   )r    r!      r+   	by_blocksr.   rK   )r   r   r.   r4   r2   r3   s         r   test_frame_equal_block_mismatchrW      s   
C    C ))))))44
5
5C
))))))44
5
5C	~S	1	1	1 V V
c32CUUUUV V V V V V V V V V V V V V V V V Vs   A88A<?A<)   á   à   ä)   é   è   ë)r$   E)r[   r\   u   e̊u   {obj}\.iloc\[:, 1\] \(column name="E"\) are different

{obj}\.iloc\[:, 1\] \(column name="E"\) values are different \(33\.33333 %\)
\[index\]: \[0, 1, 2\]
\[left\]:  \[é, è, ë\]
\[right\]: \[é, è, e̊\])r   r   r   )er_   r_   u   {obj}\.iloc\[:, 0\] \(column name="A"\) are different

{obj}\.iloc\[:, 0\] \(column name="A"\) values are different \(100\.0 %\)
\[index\]: \[0, 1, 2\]
\[left\]:  \[á, à, ä\]
\[right\]: \[a, a, a\]c                     |                     |          }t          j        t          |          5  t	          j        | |||           d d d            d S # 1 swxY w Y   d S )Nr7   r+   rU   )formatr/   r0   r1   r   r   )r2   r3   r4   r   r   s        r   test_frame_equal_unicoderb      s    < ***
%
%C	~S	1	1	1 V V
c32CUUUUV V V V V V V V V V V V V V V V V Vs   AAAc                  ,   t          dg did          } |                     t                    }d}t          j        | |d           t          j        t          |          5  t          j        | |d	           d d d            d S # 1 swxY w Y   d S )
Nr   r   Int64rN   zAttributes of DataFrame\.iloc\[:, 0\] \(column name="a"\) are different

Attribute "dtype" are different
\[left\]:  Int64
\[right\]: int[32|64]FrC   r+   T)r   rE   intr   r   r/   r0   r1   leftrightr4   s      r   0test_assert_frame_equal_extension_dtype_mismatchrk      s    c999%W555DKKE	"  $59999	~S	1	1	1 = =
dEt<<<<= = = = = = = = = = = = = = = = = =s   $B		BBc                  P   t          dt          j        dd          gid          } |                     t                    }d}t          j        | |d           t          j        t          |	          5  t          j        | |d
           d d d            d S # 1 swxY w Y   d S )Nr   r   r   intervalre   zAttributes of DataFrame\.iloc\[:, 0\] \(column name="a"\) are different

Attribute "dtype" are different
\[left\]:  interval\[int64, right\]
\[right\]: objectFrf   r+   T)
r   pdIntervalrE   rI   r   r   r/   r0   r1   rh   s      r   /test_assert_frame_equal_interval_dtype_mismatchrp      s    cBK1--./zBBBDKKE	  $59999	~S	1	1	1 = =
dEt<<<<= = = = = = = = = = = = = = = = = =s   6BB"Bc                      t          dg did          } t          dg did          }t          j        | |d           d S )Nr   r   rd   re   Int32Frf   r   r   r   ri   rj   s     r   7test_assert_frame_equal_ignore_extension_dtype_mismatchru      V    c999%W555DsIII&g666E$5999999r   c                      t          dg did          } t          dg did          }t          j        | |d           d S )Nr   r   rd   re   rD   Frf   rs   rt   s     r   Ctest_assert_frame_equal_ignore_extension_dtype_mismatch_cross_classrx      rv   r   rN   )ztimedelta64[ns]zdatetime64[ns, UTC]z	Period[D]c                 |    t          dg i|           }t          dg i          }t          j        ||d           d S )Nr   re   Frf   rs   )rN   r2   r3   s      r   4test_assert_frame_equal_datetime_like_dtype_mismatchrz      sI     S"IU
+
+
+C
S"I

C#s666666r   c                  8   t                      } t                                          d          }t          j        | |            t          j        ||           t          j        | |d           t          j        || d           t	          j        t          d          5  t          j        | |           d d d            n# 1 swxY w Y   t	          j        t          d          5  t          j        | |           d d d            d S # 1 swxY w Y   d S )NF)allows_duplicate_labelscheck_flagsz<Flagsr+   )r   	set_flagsr   r   r/   r0   r1   rt   s     r   test_allows_duplicate_labelsr     s   ;;DKK!!%!@@E$%%%%'''$59999%59999	~X	6	6	6 + +
dE***+ + + + + + + + + + + + + + + 
~X	6	6	6 + +
dE***+ + + + + + + + + + + + + + + + + +s$   $CC
C
,DDDc                  f    t          g dgg dg d          } t          j        | | d           d S )N)r   r   r   )foobar*   )r   testr   )rB   r)   Tr   rs   )dfs    r   +test_assert_frame_equal_columns_mixed_dtyper     sE    	III;(:(:(:...	Q	Q	QB"bT222222r   c                 R     | ddg|          }t          j        ||d           d S )Nr   r   re   Tcheck_exactr   assert_equal)frame_or_seriesany_numeric_ea_dtyper.   s      r    test_frame_equal_extension_dtyper      s8    
/1a&(<
=
=
=COC$//////r   indexer)r   r   )r   r   c                     |df} | ddg||d                            } | ddg||d                            }t          j        ||dd           d S )	NrD   r   r   r   re   TF)r   rC   r   )r   r   r   dtypesobj1obj2s         r   test_frame_equal_mixed_dtypesr   &  sm    "G,F?Aq6
);<<<D?Aq6
);<<<DOD$DeDDDDDDr   c                  .   t          t          j        g d                    } t          t          j        ddd                    }t	          j        t          d          5  t          j        | |d	
           d d d            d S # 1 swxY w Y   d S )NrI   re   r(   r   r   )startstopstepzDataFrame.index are differentr+   Tr   )	r   rn   Index
RangeIndexr/   r0   r1   r   r   r2   r3   s     r   4test_assert_frame_equal_check_like_different_indexesr   .  s    
"(2X666
7
7
7C
"-aaa@@@
A
A
AC	~-L	M	M	M 9 9
c3488889 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9s   %B

BBc                  N   t          ddgddgg          } d| j        _        t          ddgddgg          }d|j        _        t          j        | |d           t          j        t          d	          5  t          j        | |d           d d d            d S # 1 swxY w Y   d S )
Nr   r   r   r    FTr}   r|   r+   )r   flagsr|   r   r   r/   r0   r1   rt   s     r   0test_assert_frame_equal_checking_allow_dups_flagr   6  s    q!fq!f%&&D).DJ&1v1v&''E*.EK'$59999	~-F	G	G	G = =
dEt<<<<= = = = = = = = = = = = = = = = = =s   5BB!Bc            
         t          dgdgdggt          j                            t          j        g d          t          j        g d          g                    } t          dgdgdggt          j                            t          j        g d          t          j        g d          g                    }t          j        | |d           d S )	Nr   r   r   r&   r(   r*   Tr   )r   rn   
MultiIndexfrom_arraysCategoricalr   r   rt   s     r   3test_assert_frame_equal_check_like_categorical_midxr   C  s    
qcA3m''////
 
  D 
qcA3m''////
 
  E $$777777r   c                  L   t          dt          j        t          j        dgd          i          } t          dt          j        ddgd          i          }d}t	          j        t          |          5  t          j        | |           d d d            d S # 1 swxY w Y   d S )Nr   r   rd   re   zGDataFrame.iloc\[:, 0\] \(column name="a"\) NA mask values are differentr+   	r   rn   r   NAr/   r0   r1   r   r   r2   r3   r4   s      r   >test_assert_frame_equal_ea_column_definition_in_exception_maskr   Z  s    
S")RUAJg>>>?
@
@C
S")QF':::;
<
<C
TC	~S	1	1	1 ( (
c3'''( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( (s   6BB Bc                     t          dt          j        t          j        dgd          i          } t          dt          j        t          j        dgd          i          }d}t	          j        t          |          5  t          j        | |           d d d            n# 1 swxY w Y   t	          j        t          |          5  t          j        | |d	           d d d            d S # 1 swxY w Y   d S )
Nr   r   rd   re   r   ?DataFrame.iloc\[:, 0\] \(column name="a"\) values are differentr+   Tr   r   r   s      r   9test_assert_frame_equal_ea_column_definition_in_exceptionr   d  se   
S")RUAJg>>>?
@
@C
S")RUAJg>>>?
@
@C
LC	~S	1	1	1 ( (
c3'''( ( ( ( ( ( ( ( ( ( ( ( ( ( ( 
~S	1	1	1 : :
c3D9999: : : : : : : : : : : : : : : : : :s$    B""B&)B&C--C14C1c                  x   t          dt          j        d          t          j        d          gi          } t          dt          j        d          t          j        d          gi          }d}t          j        t
          |          5  t          j        | |           d d d            d S # 1 swxY w Y   d S )Nr   z
2019-12-31z
2020-12-31r   r+   )r   rn   	Timestampr/   r0   r1   r   r   r   s      r   !test_assert_frame_equal_ts_columnr   q  s    
S2<55r|L7Q7QRS
T
TC
S2<55r|L7Q7QRS
T
TC
LC	~S	1	1	1 ( (
c3'''( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( (s   B//B36B3c                      t          dh dh dgi          } t          dh dh dgi          }t          j        | |           d S )N
set_column   r   r   r      r    r!   r"   rs   r   s     r   test_assert_frame_equal_setr   {  sY    
\IIIyyy#9:
;
;C
\IIIyyy#9:
;
;C#s#####r   c                      t          dh dh dgi          } t          dh dh dgi          }d}t          j        t          |          5  t	          j        | |           d d d            d S # 1 swxY w Y   d S )Nr   r   r   >   r    r!   rT   zHDataFrame.iloc\[:, 0\] \(column name="set_column"\) values are differentr+   rK   r   s      r   $test_assert_frame_equal_set_mismatchr     s    
\IIIyyy#9:
;
;C
\IIIyyy#9:
;
;C
UC	~S	1	1	1 ( (
c3'''( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( ( (s   A//A36A3)'r/   pandasrn   r   pandas._testing_testingr   fixturer   r   r   markparametrizer5   r9   from_recordsr>   rF   rO   rR   rW   rb   rk   rp   ru   rx   rz   r   r   r   r   r   r   r   r   r   r   r   r    r   r   <module>r      sO                    e}%%%  &% X.///  0/* * *& e}55	S 	S 65	S 	C#	$	$iilll0C&D&DE	33	4	4iiiii@P6Q6QR 9 9 9  #I"!QtTl#C#CC5QQQ"I"#s4,#G#GPSuUUU-	
 #I"!fC:T4LAA#s   #I"CjSztEEcSVZ   5	
 *2 2+ *22 2 2  e}55P P 65P& e}55P P 65P$V V V   I...5G5G5GHHIII...5H5H5HIIJJ"		
 I...5G5G5GHHIIIOOO///BBCC		
 2V V3 2V= = =&= = =&: : :: : :    7 7 7+ + +3 3 30 0 0 VV$455E E 65E9 9 9
= 
= 
=8 8 8.( ( (
: 
: 
:( ( ($ $ $( ( ( ( (r   