a
    d                     @   s^  d dl m Z  d dl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 g dZddgZd	gZee e Zejed
dd Zejed
dd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd Zejdd  Zejd!d" Zejd#d$ Zejd%d& Zejd'd( Zejd)d* Z dS )+    datetimeN)	DataFrameSeries)
date_range)period_range)minmaxfirstlastsummeanZsemZmedianprodvarZstdZohlcZquantilecountsizeZnunique)paramsc                 C   s   | j S )z:Fixture for parametrization of Grouper downsample methods.paramrequest r   g/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/pandas/tests/resample/conftest.pydownsample_method#   s    r   c                 C   s   | j S )z8Fixture for parametrization of Grouper resample methods.r   r   r   r   r   resample_method)   s    r   c                  C   s   ddd} | S )zI
    Series with date range index and random data for test purposes.
    Dc                 S   s,   t | ||d}ttjdt||dS )Nfreq   index)r   r   nprandomdefault_rngstandard_normallen)startendr   rngr   r   r   _simple_date_range_series5   s    z;simple_date_range_series.<locals>._simple_date_range_series)r   r   )r)   r   r   r   simple_date_range_series/   s    
r*   c                  C   s   ddd} | S )zK
    Series with period range index and random data for test purposes.
    r   c                 S   sr   t  < dddg}t jd|td t| ||d}W d    n1 sJ0    Y  ttj	d
t||dS )	N|zPeriod with BDay freqzPeriodDtype\[B\] is deprecatedignore)categoryr   r   r   )warningscatch_warningsjoinfilterwarningsFutureWarningr   r   r!   r"   r#   r$   r%   )r&   r'   r   msgr(   r   r   r   _simple_period_range_seriesB   s    
,z?simple_period_range_series.<locals>._simple_period_range_series)r   r   )r4   r   r   r   simple_period_range_series<   s    
r5   c                   C   s   t dddS )7Fixture for parametrization of index, series and frame.     r   r   r   r   r   _index_startQ   s    r9   c                   C   s   t dddS )r6   r7   r8   
   r   r   r   r   r   
_index_endW   s    r;   c                   C   s   dS )r6   r   r   r   r   r   r   _index_freq]   s    r<   c                   C   s   dS )r6   Nr   r   r   r   r   _index_namec   s    r=   c                 C   s   | ||||dS )za
    Fixture for parametrization of date_range, period_range and
    timedelta_range indexes
    )r   namer   )Z_index_factoryr9   r;   r<   r=   r   r   r   r    i   s    r    c                 C   s   t t| S )z
    Fixture for parametrization of values used in parametrization of
    Series and DataFrames with date_range, period_range and
    timedelta_range indexes
    )r!   Zaranger%   r   r   r   r   _static_valuesr   s    r?   c                   C   s   dS )z
    Fixture for parametrization of Series name for Series used with
    date_range, period_range and timedelta_range indexes
    Nr   r   r   r   r   _series_name|   s    r@   c                 C   s   t || |dS )zm
    Fixture for parametrization of Series with date_range, period_range and
    timedelta_range indexes
    )r    r>   )r   r    r@   r?   r   r   r   series   s    rB   c                 C   s   | dd S )zs
    Fixture for parametrization of empty Series with date_range,
    period_range and timedelta_range indexes
    Nr   r   )rB   r   r   r   empty_series_dti   s    rC   c                 C   s   t d|i| dS )zp
    Fixture for parametrization of DataFrame with date_range, period_range
    and timedelta_range indexes
    valuer   )r   rA   r   r   r   frame   s    rE   c                 C   s   | j dd }t|dS )zv
    Fixture for parametrization of empty DataFrame with date_range,
    period_range and timedelta_range indexes
    Nr   r   )r    r   )rB   r    r   r   r   empty_frame_dti   s    rF   c                 C   s   | t kr|S | tkr|S dS )z{
    Fixture for parametrization of Series and DataFrame with date_range,
    period_range and timedelta_range indexes
    N)r   r   )Zframe_or_seriesrB   rE   r   r   r   series_and_frame   s    rG   )!r   r.   numpyr!   ZpytestZpandasr   r   Zpandas.core.indexes.datetimesr   Zpandas.core.indexes.periodr   Zdownsample_methodsZupsample_methodsZseries_methodsZresample_methodsZfixturer   r   r*   r5   r9   r;   r<   r=   r    r?   r@   rB   rC   rE   rF   rG   r   r   r   r   <module>   sT   
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