o
    d[                     @   s   d dl Zd dlZd dlmZmZmZmZmZm	Z	m
Z
 d dlmZ d dlmZ ejdd Zejdd ZG dd	 d	Zejd
ddgdd ggdd ZdS )    N)	DataFrameIndex
MultiIndexNaTSeries	Timestamp
date_range)offsetsc                   C   s"   t tddddtdddS )N20130101   speriodsfreqABr   )r   r   range	set_index r   r   o/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/window/test_timeseries_window.pyregular   s
   r   c                  C   s8   t dtdi} tdtdtdtdtdg| _| S )Nr   r   20130101 09:00:0020130101 09:00:0220130101 09:00:0320130101 09:00:0520130101 09:00:06)r   r   r   index)dfr   r   r   ragged   s   r   c                   @   s  e Zd Zdd Zdd Zejdde	dgdd	 Z
ejdd
eddgdd Zejdddeg dg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$d% Zd&d' Zd(d) Zd*d+ Zd,d- Zd.d/ Zd0d1 Zd2d3 Zd4d5 Z d6d7 Z!d8d9 Z"d:d; Z#d<d= Z$ejd>d?d@dAgdB fd?dCdAgdD dEg fd?dFdAgdD dGg fdHd@dAgdB fdHdCdAgdD dEg fdHdFdAgdD dGg fd@d@dAgdB fd@dCdAgdD dEg fd@dFdAgdD dGg fdId@dAgdB fdIdCdAgdD dEg fdIdFdAgdD dGg fdJd@dAgdB fdJdCdAgdD dEg fdJdFdAgdD dGg fgdKdL Z%ejdMg dNdOdP Z&dQdR Z'dSdT Z(dUdV Z)dWdX Z*dYdZ Z+d[S )\TestRollingTSc                 C   sP   t ddddtjdgitdtdtdtd	td
gd}| |d  d S )Nr   r            r   r   r   r   r   r   2s)r   npnanr   rollingsumselfr   r   r   r   test_doc_string*   s   
zTestRollingTS.test_doc_stringc                 C   s   d}t jt|d |jdd W d    n1 sw   Y  d}t jt|d | jdd W d    d S 1 s<w   Y  d S )Nz@passed window foobar is not compatible with a datetimelike indexmatchfoobarwindowwindow must be an integer)pytestraises
ValueErrorr(   reset_index)r+   r   msgr   r   r   test_invalid_window_non_int8   s   "z)TestRollingTS.test_invalid_window_non_intr   2MSr"   c                 C   sD   d}t jt|d |j|d W d    d S 1 sw   Y  d S )Nz-\<2 \* MonthBegins\> is a non-fixed frequencyr-   r0   r3   r4   r5   r(   )r+   r   r   r7   r   r   r   test_invalid_window_nonfixedB   s   "z*TestRollingTS.test_invalid_window_nonfixed1D2msc                 C   s   |j |d d S )Nr0   )r(   )r+   r   r   r   r   r   test_valid_windowI   s   zTestRollingTS.test_valid_windowminp      ?foo)r!   r"      c                 C   sF   d}t jt|d |jd|d W d    d S 1 sw   Y  d S )NzQlocal variable 'minp' referenced before assignment|min_periods must be an integerr-   r<   r1   min_periodsr:   )r+   r?   r   r7   r   r   r   test_invalid_minpM   s
   "zTestRollingTS.test_invalid_minpc                 C   s   |}d}t jt|d |jddd W d    n1 sw   Y  | }tdt|d|d< |jd	dd  d
}t jt|d |jd	dd W d    n1 sTw   Y  |jd	ddj  d S )NzSinvalid on specified as foobar, must be a column \(of DataFrame\), an Index or Noner-   r%   r/   )r1   onr
   r   C2dr2   r   )	r3   r4   r5   r(   copyr   lenr)   r   )r+   r   r   r7   r   r   r   test_onW   s   zTestRollingTS.test_onc                 C   sb   t tddddtdd}|jjsJ |jddd  |d}|jjs(J |d  d S )	Nr
   r   r   r   r   r%   r   rF   )	r   r   r   r   is_monotonic_increasingr(   r)   r   r   r*   r   r   r   test_monotonic_ono   s   
zTestRollingTS.test_monotonic_onc                 C   s   t tddddtdd}|d}|j }|d |d< ||_|jjr'J d	}tjt	|d
 |
d  W d    n1 sBw   Y  | }d}tjt	|d
 |j
ddd  W d    d S 1 siw   Y  d S )Nr
   r   r   r   r   r   rB   r   zindex values must be monotonicr-   r%   zNinvalid on specified as A, must be a column \(of DataFrame\), an Index or NonerM   )r   r   r   r   r   to_listrN   r3   r4   r5   r(   r)   r6   )r+   r   non_monotonic_indexr7   r   r   r   test_non_monotonic_on|   s$   

"z#TestRollingTS.test_non_monotonic_onc                 C   s   t tdtddddd}tdtdtdtdtd	g|d
< |d
dj jdd}|jdd
dj }t	
|| |d
ddg   dd
g }|jdd
ddg  }t	|| d S )Nr   r   3sr   )r   rH   r   r   r   r   r   r%   T)droprM   r   )r   r   r   r   r   r(   r   r)   r6   tmassert_series_equalassert_frame_equal)r+   r   expectedresultr   r   r   test_frame_on   s    	$	zTestRollingTS.test_frame_onc              
   C   s  t g ddddtjdgttdtdtdtd	td
gdg dd}t g ddddtjdg|d dg dd}|jddd }|}t|| t	dddtjdgdd}|jdddj
 }t|| |g d }|jdddg d  }t|| d S )N)r   r!   r"   rB   r#   r   r!   r"   r#   r   r   r   r   r   )r   r   rH   )r   rH   r   )columns        r!   rB   rB      rB   rH   r%   rM   r   )name)r   r&   r'   r   r   r(   r)   rU   rW   r   r   rV   )r+   r   	expected1rY   rX   r   r   r   test_frame_on2   s6   zTestRollingTS.test_frame_on2c                 C   s   |  }tdddd|_|jddd }|jdd }t|| tddd	d|_|jddd }|jd	dd }t|| |jddd }|jd	dd }t|| |jdd }|jd	d }t|| d S )
Nr
   r   Dr   r!   rC   r<   r0   2D)rJ   r   r   r(   r)   rU   rW   r+   r   r   rX   rY   r   r   r   test_basic_regular   s   z TestRollingTS.test_basic_regularc                 C   sd   |}|j ddd }| d }t|| |j ddd }|j ddd }t|| d S )Nr"   r!   rD   r%   )r(   r)   rU   rW   rd   r   r   r   test_min_periods   s   zTestRollingTS.test_min_periodsc                 C   sl  t ddgd itdtdtdtdtdgd	}d
}tjt|d |jddd W d    n1 s5w   Y  | }g d|d< |jddd }t	|| |d }t	|| | }g d|d< |jddd }t	|| | }t
jddddg|d< |jddd }t	|| | }t
jdddt
jg|d< |jddd }t	|| d S )Nr   r!   r   z20130101 09:00:01r   r   z20130101 09:00:04r   r$   z3closed must be 'right', 'left', 'both' or 'neither'r-   r%   blabla)r1   closed)r@   r"   r"   r"   r!   right)ri   )r@   r"   rB   rB   r"   bothr@   r"   leftneither)r   r   r3   r4   r5   r(   rJ   r)   rU   rW   r&   r'   )r+   r   r   r7   rX   rY   r   r   r   test_closed   s>   zTestRollingTS.test_closedc                 C   s  |}|j ddd }| }g d|d< t|| |j ddd }| }g d|d< t|| |j ddd }| }tjtjd	tjd
g|d< t|| |j ddd }| }g d|d< t|| |j dd }| }g d|d< t|| |j ddd }| }g d|d< t|| |j dd	d }| }tjtjd	ddg|d< t|| |j ddd }| }g d|d< t|| d S )N1sr!   rC   r]   r!   r"   rB   r#   r   r%   r\   r"   rB   r^   rS   )r]   r!   rB   r   r^   r0   4s)r]   r!   rB      	   rr   rs   5s)r]   r!   rB   rr   
   )r(   r)   rJ   rU   rW   r&   r'   r+   r   r   rY   rX   r   r   r   test_ragged_sum&  sB   zTestRollingTS.test_ragged_sumc                 C   l   |}|j ddd }| }g d|d< t|| |j ddd }| }g d|d< t|| d S Nro   r!   rC   rp   r   r%   r]   r!   g      ?      @g      @)r(   meanrJ   rU   rW   rv   r   r   r   test_ragged_meanP     zTestRollingTS.test_ragged_meanc                 C   rx   ry   )r(   medianrJ   rU   rW   rv   r   r   r   test_ragged_median\  r~   z TestRollingTS.test_ragged_medianc                 C   sp   |}|j dddd}| }g d|d< t|| |j dddd}| }g d|d< t|| d S )	Nro   r!   rC         ?rp   r   r%   rz   )r(   quantilerJ   rU   rW   rv   r   r   r   test_ragged_quantileh  s   z"TestRollingTS.test_ragged_quantilec                 C      |}|j dddjdd}| }dgd |d< t|| |j dddjdd}| }tjgd |d< t|| |j d	ddjdd}| }dgd
gd  |d< t|| |j dddjdd}| }tjddddg|d< t|| d S )Nro   r!   rC   r   ddofr]   r   r   rS   r   r#   rt   g۞?r@   gPS?)r(   stdrJ   rU   rW   r&   r'   rv   r   r   r   test_ragged_stdt  "   zTestRollingTS.test_ragged_stdc                 C   r   )Nro   r!   rC   r   r   r]   r   r   rS   g      ?r#   rt   r   r@   g?)r(   varrJ   rU   rW   r&   r'   rv   r   r   r   test_ragged_var  r   zTestRollingTS.test_ragged_varc                 C   s|   |}|j ddd }| }tjgd |d< t|| |j ddd }| }tjgd g d |d< t|| d S )	NrS   r!   rC   r   r   rt   r"   )r]   r]   r]   )r(   skewrJ   r&   r'   rU   rW   rv   r   r   r   test_ragged_skew  s   zTestRollingTS.test_ragged_skewc                 C   sz   |}|j ddd }| }tjgd |d< t|| |j ddd }| }tjgd dg |d< t|| d S )	NrS   r!   rC   r   r   rt   r#   g333333)r(   kurtrJ   r&   r'   rU   rW   rv   r   r   r   test_ragged_kurt  s   zTestRollingTS.test_ragged_kurtc                 C   s   |}|j ddd }| }g d|d< t|| |}|j dd }t|| |j ddd }| }g d|d< t|| |j dd	d }| }tjtjd	tjd	g|d< t|| d S )
Nro   r!   rC   )r@   r!   r!   r!   r!   r   r0   r%   )r@   r!   r"   r!   r"   r"   )r(   countrJ   rU   rW   r&   r'   rv   r   r   r   test_ragged_count  s    zTestRollingTS.test_ragged_countc                 C   s   t tddddg ddd}|d }| }g d|d	< t|| t tddddg d
dd}t|| |d }| }g d|d	< t|| |d }| }g d|d	< t|| d S )Nr
   r   r   r   rp   r   r   ro   r   )r   r#   rB   r#   r   r%   )      @r#   rB   rB   r#   rt   )r   r#   rB   rB   rB   )r   r   r   r(   minrJ   rU   rW   r+   r   rY   rX   r   r   r   test_regular_min  s.   zTestRollingTS.test_regular_minc                 C   s   |}|j ddd }| }g d|d< t|| |j ddd }| }g d|d< t|| |j ddd }| }g d	|d< t|| d S )
Nro   r!   rC   rp   r   r%   )r]   r!   r!   rB   rB   rt   )r]   r   r   r!   r!   )r(   r   rJ   rU   rW   rv   r   r   r   test_ragged_min     zTestRollingTS.test_ragged_minc                 C   s   d}t dtj|itd|ddd}|jddd	 }|d
 }|| dk   s/J |jddd	 }|d }|| dk   sKJ d S )Ni'  r   r
   r   r   r$   r"   r!   rf   r%   g{Gz?   200s)	r   r&   randomrandnr   r(   r   allbool)r+   NdfprX   rY   r   r   r   test_perf_min  s   zTestRollingTS.test_perf_minc                 C   s   |}|j ddd }| }g d|d< t|| |j ddd }| }g d|d< t|| |j ddd }| }g d|d< t|| d S )Nro   r!   rC   rp   r   r%   rt   )r(   maxrJ   rU   rW   rv   r   r   r   test_ragged_max  r   zTestRollingTS.test_ragged_maxzfreq, op, result_datamsr   r]   ru   r|   rs   gqq?r   g       @r   hrb   c                 C   sn   t dd| dd}td|dd}tj|jd< d	|jd
< t|jd| d| }t||d}t|| d S )Nz2018-1-1 01:00:001ru   )startr   r   r   float)datar   dtyper!   r"   10r0   )r   r   )	r   r   r&   r'   ilocgetattrr(   rU   rV   )r+   r   opresult_datar   r   rY   rX   r   r   r   test_freqs_ops  s   
zTestRollingTS.test_freqs_opsf)
r)   r|   r   r   r   r   r   r   r   r   c                 C   sh   |d }|j dd}|j dd}t|| }t|| }t|| |d}|d}t|| d S )Nr"   r!   r0   ro   r   )r(   r   rU   rW   r   )r+   r   r   r   errrY   rX   r   r   r   test_all7  s   

zTestRollingTS.test_allc                    s   | t dtditddddd}|dd}|jd	d
}t|  } fdd}||jj	
|jddd}t|| d S )Nr   2   r
   Hr   r$   09:0016:005Hr0   c                    s"   |  dd} t| jddd  S )Nr   r   r   r!   rf   )between_timer   r(   )xr   r   r   
agg_by_dayf  s   z+TestRollingTS.test_all2.<locals>.agg_by_dayr   T)levelrT   )r   r&   aranger   r   r(   r   groupbyr   dayapplyr6   rU   rW   )r+   arithmetic_win_operatorsr   dftr   rY   r   rX   r   r   r   	test_all2T  s   zTestRollingTS.test_all2c                 C   s   t dddd}ttt||d}|d }ttjgdgt|d   |d}t	|| |jd	dd
 }t	|| |d }ttjdgdgt|d	   |d}t	|| |jddd
 }t	|| d S )Nz
2017-01-01   1hr   r$   2hr   r!   r"   rf   3hr@   rB   )
r   r   r&   r   rK   r(   covr'   rU   rV   )r+   idxssrY   rX   	expected2r   r   r   test_rolling_cov_offsetp  s   "$z%TestRollingTS.test_rolling_cov_offsetc                 C   sh   t dt dt dt dt dg}tdg di|d}|d	 }tdg d
i|d}t|| d S )Nz20190101 09:00:30z20190101 09:00:27z20190101 09:00:20z20190101 09:00:18z20190101 09:00:10column)rB   r#   r#   r   rr   r$   rt   )r{   r{         @r         @)r   r   r(   r   rU   rW   )r+   r   r   rY   rX   r   r   r    test_rolling_on_decreasing_index  s   z.TestRollingTS.test_rolling_on_decreasing_indexc                 C   s>   t dg ig d}|d }t dg ig d}t|| d S )Nr   r$   rt   )r   r(   r   rU   rW   r   r   r   r   test_rolling_on_empty  s   z#TestRollingTS.test_rolling_on_emptyc                 C   sr   t dtditjtdddtdgddgd	d
}|jd|jdd }t dg di|jd
}t	
|| d S )Nr   rr   20190101rB   rG   r"   dateseq)namesr$   10drM   )r]   r@   r{   r   g      $@g      .@)r   r   r   from_productr   r(   r   get_level_valuesr)   rU   rW   r   r   r   r   !test_rolling_on_multi_index_level  s   
z/TestRollingTS.test_rolling_on_multi_index_levelN),__name__
__module____qualname__r,   r8   r3   markparametrizer	   
MonthBeginr;   Dayr>   r&   arrayrE   rL   rO   rR   rZ   ra   re   rg   rn   rw   r}   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    &   sx    



	 $+*

r    z	msg, axisr   r!   r   c                 C   s   t dtg}|dkrdnd|i}ttdfi |}tjt|  dd |jd|d		  W d    d S 1 s:w   Y  d S )
N2020r!   r[   r   r"   z values must not have NaTr-   rb   )axis)
r   r   r   r&   eyer3   r4   r5   r(   r|   )r7   r   r   kwargsr   r   r   r   test_nat_axis_error  s   "r   )numpyr&   r3   pandasr   r   r   r   r   r   r   pandas._testing_testingrU   pandas.tseriesr	   fixturer   r   r    r   r   r   r   r   r   r   <module>   s"    $	

     