
    .ip=                        d dl m Z mZ d dlZd dlZd dlmZmZ d dlm	Z	 d dl
mZ d dlmZ d dlmc mZ d dlmZmZmZmZmZmZmZ d dlmZmZ d d	lmZ d d
lm Z m!Z!  ejD                   ed      df ed      df ed      df ed      df ejF                  dd      df ed      df ed      dfg      d        Z$eD  cg c]  } d|  	 c} dD  cg c]  }eD ]	  } | d|    c} }z   g dz    e%dd      D cg c]  }eD ]	  }d| |   c}}z   eD cg c]  }d | 	 c}z   Z&ejN                  jQ                  d!e&      ejN                  jQ                  d"dd#g      d$               Z)d% Z*d& Z+d' Z,d( Z-d) Z.d* Z/d+ Z0d, Z1d- Z2d. Z3d/ Z4ejN                  jQ                  d0 e%dd            d1        Z5ejN                  jQ                  d2d3 d4 g      d5        Z6ejN                  jQ                  d6 e7g d7g d8g d9g d:g d;g d<d=jq                                     d>        Z9d? Z:ejN                  jQ                  d@dAdBgdCdDgdEdFgg      ejN                  jQ                  d!g dG      dH               Z;dI Z<ejN                  jQ                  dJg dKdfg dLdMfg dNdMfg dOdMfg      dP        Z=dQ Z>dR Z?ejN                  jQ                  dS e ej                  d      ej                  T       e ej                  d      ej                  T       edUdV       ed      g      dW        ZCejN                  j                   e       dXY      dZ        ZEd[ ZFd\ ZGejN                  jQ                  d]d^d_g      d`        ZHda ZIejN                  jQ                  d!ddg      db        ZJejN                  jQ                  d!g dc      dd        ZKejN                  jQ                  dee	df g      ejN                  jQ                  d!g dg      dh               ZLdi ZMdj ZNdk ZO ej                  dl      dm        ZQdn ZRyc c} w c c} }w c c}}w c c}w )o    )datetime	timedeltaN)DAYSMONTHS)_get_offset)INVALID_FREQ_ERR_MSG)is_platform_windows)DatetimeIndexIndex
RangeIndexSeries	Timestamp
date_rangeperiod_range)DatetimeArrayTimedeltaArray)to_datetime)frequenciesoffsets   D)hoursh)minutesmin)secondssns)microsecondsusi  ms)paramsc                     | j                   S N)param)requests    m/var/www/app/trading-bot/venv/lib/python3.12/site-packages/pandas/tests/tseries/frequencies/test_inference.pybase_delta_code_pairr(   '   s     ==    QE-)YEBYE-)MEBMEBMS   zWOM-zW-freqperiods   c                    |j                         }t        d| |      }t        |j                        }|j	                  d      s%t        j                  |      |j                  k(  sJ y t        j                  |      }|dk(  xr |j                  dv }|dk(  xr |j                  dv }|dk(  xr |j                  d	v }|s|s|sJ y y y )
N1/1/2000r3   r2   r*   QE-DEC)QEr8   zQE-SEPzQE-JUNzQE-MARQE-NOV)r:   zQE-AUGzQE-MAYzQE-FEBQE-OCT)r;   zQE-JULzQE-APRzQE-JAN)upperr   r
   values
startswithr   
infer_freqfreqstr)r3   r2   genindexinf_freqis_dec_rangeis_nov_rangeis_oct_ranges           r'   test_infer_freq_rangerG   ?   s     ::<D
Zt
<C#**%E??5!%%e,;;;))%08+ 
 @
 1
  8+ 
 @
 1
  8+ 
 @
 1
 ||;;|||r)   c                      t        ddd      } d}t        j                  t        |      5  t	        j
                  |        d d d        y # 1 sw Y   y xY w)Nz1/1/1990   M)startr3   r2   6Check the `freq` attribute instead of using infer_freqmatch)r   pytestraises	TypeErrorr   r?   rB   msgs     r'   test_raise_if_period_indexrT   a   sF    z2C@E
BC	y	, &u%& & &s   AAc                      t        ddg      } d}t        j                  t        |      5  t	        j
                  |        d d d        y # 1 sw Y   y xY w)N
12/31/19981/3/1999z(Need at least 3 dates to infer frequencyrM   )r
   rO   rP   
ValueErrorr   r?   rR   s     r'   test_raise_if_too_fewrY   i   sG    <45E
4C	z	- &u%& & &s   A

Ac                  R    t        g d      } t        j                  |       dk(  sJ y )N)z
01/01/19991/4/1999z1/5/1999Br
   r   r?   rB   s    r'   test_business_dailyr_   q   s&    @AE!!%(C///r)   c                  L    t        g d      } t        j                  |       J y )N)rV   rW   r[   r]   r^   s    r'   test_business_daily_look_alikera   v   s&     @AE!!%(000r)   c                  R    t        g d      } t        j                  |       dk(  sJ y N)r6   z1/2/2000z1/3/2000r   r]   r^   s    r'   test_day_cornerrd   ~   s&    >?E!!%(C///r)   c                  R    t        g d      } t        j                  |       dk(  sJ y rc   r   r   r?   )datess    r'   test_non_datetime_indexrh      s&    <=E!!%(C///r)   c                  L    t        g d      } t        j                  |       J y )N)z
2014-03-31z
2014-06-30z
2015-03-30r]   r^   s    r'   test_fifth_week_of_month_inferrj      s&     DEE!!%(000r)   c                  R    t        g d      } t        j                  |       dk7  sJ y )N)z
2013-08-27z
2013-10-01z
2013-10-29z
2013-11-26zWOM-4TUEr]   r^   s    r'   test_week_of_month_fakerl      s(     RSE!!%(J666r)   c                      d} t        j                  t        |       5  t        dd       d d d        y # 1 sw Y   y xY w)NzInvalid frequency: WOM-5MONrM   
2014-01-01zWOM-5MONr2   )rO   rP   rX   r   rS   s    r'   test_fifth_week_of_monthrq      s6     (C	z	- 2<j12 2 2s   5>c                  @    t        g d      } | j                  dk(  sJ y )N)	1/31/2000z	2/29/2000z	3/31/2000r.   r
   inferred_freqrngs    r'   test_monthly_ambiguousrx      s!    
?
@C$$$r)   c                  @    t        g d      } | j                  dk(  sJ y )Nrs   z	1/31/2001z	1/31/2002zYE-JANrt   rv   s    r'   test_annual_ambiguousr{      s!    
?
@C(((r)   countc                     t        t        j                               }| \  }}||z  }t        t	        d      D cg c]
  }|||z  z    c}      }|dkD  r|d| n|}t        j                  |      |k(  sJ y c c}w )N   r   d)r   r   nowr
   ranger   r?   )	r(   r|   b
base_deltacodeincjrB   exp_freqs	            r'   test_infer_freq_deltar      s}    (,,.!A+J
u
Ca911sQw;9:E%*QY%4&!DH!!%(H444 :s   A9constructorc           	      p    t        | |dz  z   gt        d      D cg c]
  }| ||z  z    c}z         S c c}w )Nr4   r~   r
   r   r   deltar   s      r'   <lambda>r      s8    =519_%( CQuqy CC
  Cs   3
c                 p    t        t        d      D cg c]
  }| ||z  z    c}| |dz  z   gz         S c c}w )Nr~   r4   r   r   s      r'   r   r      s8    =&+Ah/S519_/3?2CC
 /s   3c                     t        t        j                               }| \  }} |||      }t        j                  |      J y r$   )r   r   r   r   r?   )r(   r   r   r   _rB   s         r'   test_infer_freq_customr      s@     	(,,.!A(MJ:&E!!%(000r)   zexpected,dates)z
2009-01-01z
2010-01-01
2011-01-01z
2012-01-01)z
2009-01-31z
2009-04-30z
2009-07-31z
2009-10-31)z
2010-11-30z
2010-12-31z
2011-01-31z
2011-02-28)z
2010-12-25r   z
2011-01-08z
2011-01-15)r   z
2011-01-02z
2011-01-03z
2011-01-04)z2011-12-31 22:00z2011-12-31 23:00z2012-01-01 00:00z2012-01-01 01:00)zYS-JANr;   r.   zW-SATr   r   c                 b    | }t        ||      j                  |      }|j                  |k(  sJ y )Ntz)r
   as_unitru   )tz_naive_fixtureexpectedrg   unitr   idxs         r'   test_infer_freq_tzr      s4    ( 
B
"
%
-
-d
3C(((r)   c                     | }t        dd|      }|j                         j                  d      }t        j                  |      }|dk(  sJ y )Nz
2021-01-01z
2021-01-04r   T)dropr   )r   	to_seriesreset_indexr   r?   )r   r   r   seriesru   s        r'   test_infer_freq_tz_seriesr      sL    	B
\<B
7C]]_((d(3F**62MCr)   	date_pairz
2013-11-02z	2013-11-5z
2014-03-08z
2014-03-11rn   z
2014-01-03)r   3h10min3601s	3600001ms3600000001us3600000000001nsc                 T    | }t        |d   |d   ||      }|j                  |k(  sJ y )Nr   r   )r2   r   )r   ru   )r   r   r2   r   r   s        r'   test_infer_freq_tz_transitionr      s5     
B
Yq\9Q<dr
BC$$$r)   c                  Z    t        ddd      j                  d      } | j                  J y )Nz
2013-11-03r1   r   r7   zAmerica/Chicago)r   tz_localizeru   r^   s    r'   $test_infer_freq_tz_transition_customr      s2    |QT:FFE &&&r)   zdata,expected)2014-07-01 09:002014-07-01 10:002014-07-01 11:002014-07-01 12:002014-07-01 13:002014-07-01 14:00)r   r   r   r   r   r   z2014-07-01 15:00z2014-07-01 16:00z2014-07-02 09:00z2014-07-02 10:00z2014-07-02 11:00bh)2014-07-04 09:002014-07-04 10:002014-07-04 11:002014-07-04 12:002014-07-04 13:002014-07-04 14:002014-07-04 15:002014-07-04 16:002014-07-07 09:002014-07-07 10:002014-07-07 11:00)r   r   r   r   r   r   r   r   r   r   r   z2014-07-07 12:00z2014-07-07 13:00z2014-07-07 14:00z2014-07-07 15:00z2014-07-07 16:00z2014-07-08 09:00z2014-07-08 10:00z2014-07-08 11:00z2014-07-08 12:00z2014-07-08 13:00z2014-07-08 14:00z2014-07-08 15:00z2014-07-08 16:00c                 <    t        |       }|j                  |k(  sJ y r$   rt   )datar   r   s      r'   test_infer_freq_business_hourr     s#    ` 
C(((r)   c                  P    t        g d      } | d d d   } | j                  dk(  sJ y )Nrz   z-1YE-JANrt   rv   s    r'   test_not_monotonicr   Z  s.    
?
@C
dd)C
***r)   c                      t        g d      } | j                         }t        j                  |      }|| j                  k(  sJ y )Nrz   )r
   to_pydatetimer   r?   ru   )rw   valsresults      r'   test_non_datetime_index2r   a  s?    
?
@CD##D)FS&&&&&r)   r   dtypez
2020-01-01)r3   c                     dj                  ddg      }t        j                  t        |      5  t	        j
                  |        d d d        y # 1 sw Y   y xY w)N|z(cannot infer freq from a non-convertiblerL   rM   )joinrO   rP   rQ   r   r?   )r   rS   s     r'   test_invalid_index_typesr   i  sP     ((6D	
C 
y	, $s#$ $ $s   AAzsee gh-10822: Windows issue)reasonc                      d} t        j                  t        |       5  t        j                  t        dg             d d d        y # 1 sw Y   y xY w)NUnknown datetime string formatrM   
ZqgszYBfuL)rO   rP   rX   r   r?   r   rp   s    r'    test_invalid_index_types_unicoder     sA    
 +C	z	- 6ul^456 6 6s    AAc                      g d} t        j                  |       }t        j                  t        |             }||k(  sJ y )N)z2004-01z2004-02z2004-03z2004-04)r   r?   r   )r   r   r   s      r'    test_string_datetime_like_compatr     s9    7D%%d+H##E$K0FXr)   c                  f    t        t        dd            } t        j                  |       }|dk(  sJ y )N2013010120130110r   r   r   r   r?   )r   inferreds     r'   test_seriesr     s/    z*j12A%%a(Hs??r)   end
   g      $@c                     d}t        t        j                  |             }t        j                  t
        |      5  t        j                  |       d d d        y # 1 sw Y   y xY w)N:cannot infer freq from a non-convertible dtype on a SeriesrM   )r   nparangerO   rP   rQ   r   r?   )r   rS   r   s      r'   test_series_invalid_typer     sM     GCryy~A	y	, "q!" " "s   AA$c                 R   | rGd}t        j                  t        |      5  t        j                  t        ddg             d d d        y d}t        j                  t        |      5  t        j                  t        ddg             d d d        y # 1 sw Y   y xY w# 1 sw Y   y xY w)Nzcannot infer freq fromrM   foobarr   )rO   rP   rQ   r   r?   r   rX   )using_infer_stringrS   s     r'    test_series_inconvertible_stringr     s    &]]9C0 	;""65%.#9:	; 	; /]]:S1 	;""65%.#9:	; 	;	; 	;
	; 	;s   !B'!BBB&c                     d}t        t        dd|             }t        j                  t        |      5  t        j                  |       d d d        y # 1 sw Y   y xY w)Nr   2013r   r7   rM   )r   r   rO   rP   rQ   r   r?   )r2   rS   r   s      r'   test_series_period_indexr     sN    
 GC|FBT:;A	y	, "q!" " "s   AA)r.   r!   r   c                 j    t        t        dd|             }t        j                  |      }|| k(  sJ y )Nr   r   r7   r   )r2   r   r   s      r'   test_series_datetime_indexr     s3    z*bt<=A%%a(Htr)   offset_funcc                     t        dd|       S )Nr   r1   r7   )r   ro   s    r'   r   r     s    ZadC r)   ),WEEKDAYEOMzW@MONzW@TUEzW@WEDzW@THUzW@FRIzW@SATzW@SUNzQE@JANzQE@FEBzQE@MARzYE@JANzYE@FEBzYE@MARzYE@APRzYE@MAYzYE@JUNzYE@JULzYE@AUGzYE@SEPzYE@OCTzYE@NOVzYE@DECzWOM@1MONzWOM@2MONzWOM@3MONzWOM@4MONzWOM@1TUEzWOM@2TUEzWOM@3TUEzWOM@4TUEzWOM@1WEDzWOM@2WEDzWOM@3WEDzWOM@4WEDzWOM@1THUzWOM@2THUzWOM@3THUzWOM@4THUzWOM@1FRIzWOM@2FRIzWOM@3FRIzWOM@4FRIc                 |    t        j                  t        t              5   | |       d d d        y # 1 sw Y   y xY w)NrM   )rO   rP   rX   r   )r   r2   s     r'   test_legacy_offset_warningsr     s1    r 
z)=	> D  s   	2;c                      t        d      } t        d      }| t        j                         k(  sJ |t        j                         k(  sJ y )Nr!   MS)r   r   Milli
MonthBegin)leftrights     r'   test_ms_vs_capital_msr     sA    tDE7==?"""G&&((((r)   c                     t        j                  d      j                  t         j                        j	                  d      } t        j                  | | j                        }t        j                  |      }|dk(  sJ | j	                  d      }t        j                  ||j                        }t        j                  |      }|dk(  sJ y )Nr   zM8[s]r   r   zm8[ms]r!   )r   r   astypeint64viewr   _simple_newr   r   r?   r   )arrdtaresarr2tdares2s         r'   test_infer_freq_non_nanor    s    
))B-

rxx
(
-
-g
6C

#
#Csyy
9C

 
 
%C#::88HD

$
$T
<C!!#&D4<<r)   c                     | }t        ddd|      }|j                  j                  d      }t        j                  |      }|dk(  sJ y )Nz
2016-01-01im  r\   )r3   r2   r   r   )r   _datar   r   r?   )tz_aware_fixturer   dtir  r  s        r'    test_infer_freq_non_nano_tzawarer    sG    	B
\3SR
@C
))

C
 C

 
 
%C#::r)   pyarrowc                  l   g d} t        |       j                  d      }t        |       j                  d      }t        j                  |j
                        dk(  sJ t        j                  |j
                        dk(  sJ t        j                  |      dk(  sJ t        j                  |      dk(  sJ y )N)z2022-01-01T10:00:00z2022-01-01T10:00:30z2022-01-01T10:01:00ztimestamp[s][pyarrow]30s)r   r   r   r   r?   r=   )r   	pd_seriespd_indexs      r'   test_infer_freq_pyarrowr  !  s     QDt##$;<IT{!!"9:H!!(//2e;;;!!)"2"23u<<<!!(+u444!!),555r)   c                      t        g d      } t        j                  | d d       dk(  sJ t        j                  |       J t        j                  | d d       dk(  sJ y )N)z
2019-01-01z
2019-01-02
2019-01-03r  r~   r   rf   )timess    r'   $test_infer_freq_no_stateful_behaviorr  .  sj     PQE !!%),333 !!%(000 !!%),333r)   )Sr   r   numpyr   rO   pandas._libs.tslibs.ccalendarr   r   pandas._libs.tslibs.offsetsr   pandas._libs.tslibs.periodr   pandas.compatr	   pandas.util._test_decoratorsutil_test_decoratorstdpandasr
   r   r   r   r   r   r   pandas.core.arraysr   r   pandas.core.tools.datetimesr   pandas.tseriesr   r   fixturetimedelta64r(   r   freqsmarkparametrizerG   rT   rY   r_   ra   rd   rh   rj   rl   rq   rx   r{   r   r   listitemsr   r   r   r   r   r   r   r   r   float64r   skipifr   r   r   r   r   r   r   r   r   r  r  
skip_if_nor  r  )monthannualr|   days   0000r'   <module>r2     s0  
   4 ; - ) )   4 	1s		S!	1	u%	1	s#	4	 $'		"D)		%t,


 !''us5']')6KvFK5&5'KKL ).aDutDeWSEDDE ""cC5z"	#  'QF+< , (<@&&0
10
0
172%
)
 %1+.5 /5 	
	
	
1
1 NNJMI	
 %'$)%$)  	{#	|$	|$ 
Q%	%'  
	
 	
" 	
"4 7	
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$
$ ')2OP6 Q6 T
+" ,"; $." /" !23 4 C 
-0bc0p
)	 y	6 	64o (KD"s   P?QQ
$Q