o
    i%                     @   sb  d dl Z 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mZmZ d dlmZ d dlm  mZ dd Zejdg ddd Zd	d
 Zejdddgdd Zdd Zdd Zdd Zdd Zdd Zdd Zejddddigddggd d! Z d"d# Z!d$d% Z"d&d' Z#d(d) Z$d*d+ Z%d,d- Z&ejd.g d/d0d1 Z'd2d3 Z(d4d5 Z)d6d7 Z*dS )8    N)		DataFrameIndex
MultiIndexSeries	Timestampconcat
date_rangeisnanotnac                 C   sN   t   t jddtd | t|   W  d    S 1 s w   Y  d S )Nignorez.*(empty slice|0 for slice).*)messagecategory)warningscatch_warningsfilterwarningsRuntimeWarningnpisfinitemeanx r   Y/var/www/edux/Edux_v2/venv/lib/python3.10/site-packages/pandas/tests/window/test_apply.pyf   s   
$r   bad_raw)N   r   c                 C   sP   t jtdd ttddjt| d W d    d S 1 s!w   Y  d S )Nz'raw parameter must be `True` or `False`match   r   raw)pytestraises
ValueErrorr   rangerollingapplylen)r   r   r   r   test_rolling_apply_invalid_raw"   s   "r(   c                 C   sx   | \}}t g d}|djtj||d}|  sJ |jdddjtj||d}t g dtd}t	|| d S )N)r      r      
   enginer    r   min_periods)r   r      r+   dtype)
r   r%   r&   r   sumr	   allfloattmassert_almost_equal)engine_and_rawr-   r    valsresultexpectedr   r   r    test_rolling_apply_out_of_bounds(   s   r<   windowr)   2sc                    s   t tjdtjjdddddtddddd	  fd
d} | j|dd} jdd  	 }t
|| t
t  | j|dd W d    d S 1 sTw   Y  d S )N   r   r+   )sizeAB20130101speriodsfreq)indexc                    s$   | j d  j d krtjS | jd S )Nr   )rI   r   nanilocr   dfr   r   r   @   s   
z1test_rolling_apply_with_pandas_objects.<locals>.fFr   r)   T)r   r   randomrandnrandintr   r%   r&   rL   reindex_liker6   assert_frame_equalexternal_error_raisedAttributeError)r=   r   r:   r;   r   rM   r   &test_rolling_apply_with_pandas_objects6   s   "rV   c                 C   s   | \}}t g dd}|jd|djdd ||d}t|| t g d}|jd	d
|djdd ||d}t g dd d | }t|| |jd	d
|djt||d}t|| d S )Nfloat64r1   r+   )stepc                 S   s   |   S N)r   r   r   r   r   <lambda>R       z$test_rolling_apply.<locals>.<lambda>r,   )NNNr)   r   r/   rX   c                 S   s   t | S rY   )r'   r   r   r   r   rZ   Y   r[   )      ?       @r^   )r   r%   r&   r6   assert_series_equalr'   )r8   rX   r-   r    r;   r:   rE   r   r   r   test_rolling_applyM   s   

r`   c                 C   s~   | \}}t tddddtdddd }|jdd	}|jd
d	}|jdd ||d}|jdd ||d}t|| d S )NrD   r?   rE   rF   rA   rB   r)   r   )r=   1sc                 S      dS Nr   r   r   r   r   r   rZ   n       z test_all_apply.<locals>.<lambda>r,   c                 S   rb   rc   r   r   r   r   r   rZ   o   rd   )r   r   r$   	set_indexr%   r&   r6   rS   )r8   r-   r    rN   errr:   r;   r   r   r   test_all_applyb   s   rh   c                 C   s   | \}}t dtdi}tdtdtdtdtdg|_dd	 }|jd
ddj|||d}| }d|d< t|| |jdddj|||d}| }d|d< t|| |jdddj|||d}| }d|d< t|| d S )NrC   r?   z20130101 09:00:00z20130101 09:00:02z20130101 09:00:03z20130101 09:00:05z20130101 09:00:06c                 S   rb   rc   r   r   r   r   r   rZ      rd   z#test_ragged_apply.<locals>.<lambda>ra   r   r=   r/   r,   r]   r>   5s)	r   r$   r   rI   r%   r&   copyr6   rS   )r8   r-   r    rN   r   r:   r;   r   r   r   test_ragged_applys   s*   rl   c                   C   sT   t jtdd ttddjdd dd W d    d S 1 s#w   Y  d S )Nz)engine must be either 'numba' or 'cython'r   r   c                 S      | S rY   r   r   r   r   r   rZ      rd   z%test_invalid_engine.<locals>.<lambda>foo)r-   r!   r"   r#   r   r$   r%   r&   r   r   r   r   test_invalid_engine   s   ""rp   c                   C   sZ   t jtdd ttddjdd dddid	 W d    d S 1 s&w   Y  d S )
Nz+cython engine does not accept engine_kwargsr   r   c                 S   rm   rY   r   r   r   r   r   rZ      rd   z3test_invalid_engine_kwargs_cython.<locals>.<lambda>cythonnopythonF)r-   engine_kwargsro   r   r   r   r   !test_invalid_engine_kwargs_cython   s
   "rt   c                   C   sV   t jtdd ttddjdd ddd W d    d S 1 s$w   Y  d S )	Nz.raw must be `True` when using the numba enginer   r   c                 S   rm   rY   r   r   r   r   r   rZ      rd   z(test_invalid_raw_numba.<locals>.<lambda>Fnumba)r    r-   ro   r   r   r   r   test_invalid_raw_numba   s
   $"rv   args_kwargsparr+   )r+   c                 C   s   dd }t ddgddgd}tddg}t ddgdd	gg|d
}|dj|| d | d d}t|| tjddgdd gd}tdd	g|dd}|	dd d}|j|| d | d d}t
|| d S )Nc                 S   s   t | | S rY   )r   r3   )r   rx   r   r   r   rn      s   z+test_rolling_apply_args_kwargs.<locals>.foor   r)   )grary   rz   g      &@g      (@)columnsr   )argskwargs)r   r   )r   r   )names)rI   name)r   r   r%   r&   r6   rS   r   from_tuplesr   groupbyr_   )rw   rn   rN   idxr;   r:   midx
gb_rollingr   r   r   test_rolling_apply_args_kwargs   s   r   c                 C   sP  t tjd}tj|d d< tj|dd < |jdddjt| d}t	|j
d t|dd  |jdd	djt| d}t|j
d
 sGJ t|j
d rPJ t|j
d rYJ t|j
d sbJ t tjd}|jdddjt| d}t|j
d sJ t|j
d sJ |jdddjt| d}|jdddjt| d}t	|| d S )N2   r+      r.   r   rJ               ir?   r   r*   r   r   )r   r   rO   rP   NaNr%   r&   r   r6   r7   rL   r   r	   r
   )r    objr:   obj2result0result1r   r   r   	test_nans   s"    r   c                 C   s   t tjd}tj|d d< tj|dd < |jddddjt| d}t|t tjgd	 gjddd
jt| dj	d	d  j
dd}t|| d S )Nr   r+   r   r   r   T)r/   centerr   	   r.   )drop)r   r   rO   rP   r   r%   r&   r   r   rL   reset_indexr6   r_   )r    r   r:   r;   r   r   r   test_center   s   r   c                 C   sF   | djt| d}t|tsJ t|jd t	|dd   d S )Nr   r   rJ   )
r%   r&   r   
isinstancer   r6   r7   rL   r   r   )r    seriesr:   r   r   r   test_series   s   $r   c                 C   sd   | djt| d}t|tsJ tj|jdd d f |jdd d d f jtj	d| ddd d S )	Nr   r   rJ   r   r   )axisr    Fcheck_names)
r%   r&   r   r   r   r6   r_   rL   r   r   )r    framer:   r   r   r   
test_frame   s   "
r   c           	      C   s   d}d}|d d d  d }|j||djt| d}|jd }|dt   }|d d d ||}t	
|d t| d S )	N   r+   r)   rC   ri   r   rJ   r   )resampler   r%   r&   r   rI   offsetsBDaytruncater6   r7   r   )	r    r   winminpserseries_result	last_date	prev_datetrunc_seriesr   r   r   test_time_rule_series   s   
r   c           	      C   s   d}d}|d d d  d }|j||djt| d}|jd }|dt   }|d d d ||}t	j
|||jtj| dd	d
 d S )Nr   r+   r)   rC   ri   r   rJ   r   Fr   )r   r   r%   r&   r   rI   r   r   r   r6   r_   xsr   )	r    r   r   r   frmframe_resultr   r   trunc_framer   r   r   test_time_rule_frame   s   

r   r   )r   c   d   c                 C   sv   |j t|d ||djt| d}|j t|||djt| d}t|}t|t| | }t|| ||  d S )Nr   r\   r   )r%   r'   r&   r   r	   r6   r_   r7   )r    r   r   rX   r:   r;   nan_maskr   r   r   test_min_periods  s   r   c                 C   v   dd t dD }d}|t|j| jd|djt| dd|j}|jd|d	d
jt| d}t	|| d S )Nc                 S      g | ]}d |dqS r   dr   .0r   r   r   r   
<listcomp>!      z.test_center_reindex_series.<locals>.<listcomp>   r+   r   ri   r   Tr=   r/   r   )
r$   reindexlistrI   r%   r&   r   shiftr6   r_   )r    r   rE   r   	series_xp	series_rsr   r   r   test_center_reindex_series  s   r   c                 C   r   )Nc                 S   r   r   r   r   r   r   r   r   3  r   z-test_center_reindex_frame.<locals>.<listcomp>r   r+   r   ri   r   r   Tr   )
r$   r   r   rI   r%   r&   r   r   r6   rS   )r    r   rE   r   frame_xpframe_rsr   r   r   test_center_reindex_frame1  s   r   c                 C   sB   t ddg}|jdddjtj| d}t ddg}t|| d S )Nr   r)   )r=   r   r   r]   r^   )r   r%   r&   r   r3   r6   rS   )r    rN   r:   r;   r   r   r   
test_axis1A  s   r   )+r   numpyr   r!   pandasr   r   r   r   r   r   r   r	   r
   pandas._testing_testingr6   pandas.tseries.offsetstseriesr   r   markparametrizer(   r<   rV   r`   rh   rl   rp   rt   rv   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   <module>   s>    ,




