o
    dV                     @   s   d Z ddlZddlZddlm  mZ ddlm	Z	m
Z
mZmZmZmZ ddlmZ ddlmZmZ ejdd Zdd ZejG d	d
 d
eZejG dd deZdS )z$ Test cases for misc plot functions     N)	DataFrameIndexSeries	Timestampinterval_rangeplotting)TestPlotBase_check_plot_worksc                  C   sL   t dddgi} tjtdd |   W d    d S 1 sw   Y  d S )NA      z#matplotlib is required for plottingmatch)r   pytestraisesImportErrorplot)df r   S/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/plotting/test_misc.pytest_import_error_message   s   
"r   c                  C   sF  t jjj} d}tjt|d | dg g i d W d    n1 s!w   Y  d}tjt|d | dttddd gi d W d    n1 sGw   Y  | dt	 dgd	d
ddd\}}}}|dksdJ |d	ksjJ |d
kspJ |ddiksxJ | dttdg i d\}}}}|d u sJ |d u sJ |dksJ t
|dksJ d S )Nz@Called plot accessor for type list, expected Series or DataFramer    )backend_namedataargskwargsz.should not be called with positional arguments)ZdtypelinexybarF)r   kindgridr!   zpandas.plotting._matplotlib   )r   Z_coreZPlotAccessorZ_get_call_argsr   r   	TypeErrorr   objectr   len)funcmsgr   r   r    r   r   r   r   test_get_accessor_args    s:   

r(   c                   @   s:   e Zd Zdd Zejdi ddigdd Zdd	 Zd
S )TestSeriesPlotsc                 C   s|   ddl m} tjdd}td  t||d t||jd ||dd}W d    n1 s/w   Y  | j|dgd d S )	Nr   )autocorrelation_plottsname)seriesZTest)label)labels)pandas.plottingr*   tmmakeTimeSeriesassert_produces_warningr	   valuesZ_check_legend_labels)selfr*   seraxr   r   r   test_autocorrelation_plotD   s   z)TestSeriesPlots.test_autocorrelation_plotr   Zlag   c                 C   s0   ddl m} tjdd}t|fd|i| d S )Nr   )lag_plotr+   r,   r.   )r1   r;   r2   r3   r	   )r6   r   r;   r7   r   r   r   test_lag_plotP   s   zTestSeriesPlots.test_lag_plotc                 C   s*   ddl m} tjdd}t||dd d S )Nr   )bootstrap_plotr+   r,   
   )r.   size)r1   r=   r2   r3   r	   )r6   r=   r7   r   r   r   test_bootstrap_plotW   s   z#TestSeriesPlots.test_bootstrap_plotN)	__name__
__module____qualname__r9   r   markparametrizer<   r@   r   r   r   r   r)   B   s
    
r)   c                   @   s   e Zd Zejejdddgdd Zejj	dd Z
ejj	dd	 Zejd
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d)d* Zd+S ),TestDataFramePlots	pass_axisFTc           	      C   s@  t j}d }|r| jdd\}}ttjddd}t	j
tdd t||d|d}W d    n1 s6w   Y  |d d j }g d	}| || | j|d
dd
dd |d d d |d< t	j
tdd t||d|d}W d    n1 s|w   Y  |d d j }g d}| || | j|d
dd
dd d S )N   *   d   F)Zcheck_stacklevelg?)frameZrange_paddingr8   r   )z-202   Z   )Z
xlabelsizeZxrotZ
ylabelsizeZyrotr   )z-1.0z-0.5z0.0)r   scatter_matrixpltsubplotsr   nprandomZRandomStaterandnr2   r4   UserWarningr	   ZyaxisZget_majorticklabelsZ_check_text_labelsZ_check_ticks_props)	r6   rG   rP   r8   _r   ZaxesZaxes0_labelsexpectedr   r   r   test_scatter_matrix_axis`   s<   z+TestDataFramePlots.test_scatter_matrix_axisc                    s  ddl m  ddlm} |}td  t||dd W d    n1 s%w   Y  d}t||d|d}| j| d d ||d d d d	 g d
}t||d|d}| j| d d ||d d d d	 t||d j	d} fddt
dd|d  D }| j| d d ||d d d d	 d}tt
j|t
j|t
j|dg| d}t||dd d}t||d|d}| j| d d ||d d d d	 g d
}t||d|d}| j| d d ||d d d d	 t||d j	d} fddt
dd|d  D }| j| d d ||d d d d	 g d}	tg dg dg d|	d}||d|	d}| \}
}| j|
|	d d S )Nr   cm)andrews_curvesNamerK   class_columnz#556270z#4ECDC4z#C7F464rK   r_   colorr>   
linecolorsmappingZ
dodgerblueZ
aquamarineZseagreenrK   r_   Zcolormapc                       g | ]}  |qS r   jet.0nrZ   r   r   
<listcomp>       z:TestDataFramePlots.test_andrews_curves.<locals>.<listcomp>r   r
   r
   BCr]   c                    rh   r   ri   rk   rZ   r   r   rn      ro   bgrr   r   rH   rb   rd   )
matplotlibr[   r1   r\   r2   r4   r	   _check_colors	get_linesrj   rS   linspacenuniquer   rT   randget_legend_handles_labels)r6   irisr\   r   rgbar8   cnamescmapslengthcolorshandlesr0   r   rZ   r   test_andrews_curves   s|   
$


	
$z&TestDataFramePlots.test_andrews_curvesc                    s  ddl m  ddlm} |}t||dd}t| }t|j }d}t||d|d}| j	| d d ||d d d d	 g d
}t||d|d}| j	| d d ||d d d d	 t||d j
d} fddtdd|d  D }	| j	| d d |	|d d d d	 t||ddd}t| || ksJ g d}
tg dg dg d|
d}||d|
d}| \}}| j	||
d d S )Nr   rZ   parallel_coordinatesr]   r^   r`   ra   r>   rc   rf   rg   c                    rh   r   ri   rk   rZ   r   r   rn      ro   z@TestDataFramePlots.test_parallel_coordinates.<locals>.<listcomp>r   F)rK   r_   Zaxvlinesrs   rw   rp   rx   ry   )rz   r[   r1   r   r	   r%   r|   xaxisZget_ticklabelsr{   rj   rS   r}   r~   r   r   )r6   r   r   r   r8   nlinesZnxticksr   r   r   r   r   r0   r   rZ   r   test_parallel_coordinates   sH   
$z,TestDataFramePlots.test_parallel_coordinatesz$ignore:Attempting to set:UserWarningc                 C   s   ddl m} tttddd tdD dd tdD  dd tdD  d	}||d
dd}| \}}tdd |D |}t|dd d}tt|dd t|dd }|D ]\}	}
|	d |
d k rp|	d |
d k srJ q\dS )z
For #15908r   r      c                 S      g | ]}d qS )r   r   rl   rW   r   r   r   rn         zSTestDataFramePlots.test_parallel_coordinates_with_sorted_labels.<locals>.<listcomp>r>   c                 S   r   )rH   r   r   r   r   r   rn     r   c                 S   r   )r   r   r   r   r   r   rn     r   )Zfeatclassr   T)Zsort_labelsc                 S      g | ]}|  qS r   	get_color)rl   Zpolyliner   r   r   rn         c                 S   s   | d S )Nr   r   )r   r   r   r   <lambda>  s    zQTestDataFramePlots.test_parallel_coordinates_with_sorted_labels.<locals>.<lambda>)keyr   N)r1   r   r   listranger   zipsorted)r6   r   r   r8   Z	polylinesr0   Zcolor_label_tuplesZordered_color_label_tuplesZprev_next_tupelsprevZnxtr   r   r   ,test_parallel_coordinates_with_sorted_labels  s,   
&z?TestDataFramePlots.test_parallel_coordinates_with_sorted_labelsc                    s  ddl m  ddlm} |}td  t||dd W d    n1 s%w   Y  d}t||d|d}dd	 |jd d
 D }| j|d d ||d d d d g d}t||d|d dd	 |jd d
 D }| j|||d d d d t||d j	d  fdd	t
dd|d  D }dd	 |jd d
 D }| j|||d d d d g dg dg dg}	tg dg dg dg dd}||d|	d}| \}
}| j|
|	d d S )Nr   rZ   )radvizr]   r^   r`   ra   c                 S      g | ]
}|  d kr|qS r   	get_labelrl   pr   r   r   rn   -      z2TestDataFramePlots.test_radviz.<locals>.<listcomp>   r>   )
facecolorsre   rf   c                 S   r   r   r   r   r   r   r   rn   2  r   rg   c                    rh   r   ri   rk   rZ   r   r   rn   6  ro   r   c                 S   r   r   r   r   r   r   r   rn   7  r   )        r         ?r   )r         ?r   r   )r   r   r   r   rw   )r   r   rH   )rH   r   r   rs   rp   rx   )r   )rz   r[   r1   r   r2   r4   r	   patchesr{   rj   rS   r}   r~   r   r   )r6   r   r   r   r   r8   r   r   r   r   r   r0   r   rZ   r   test_radviz   s2   $$zTestDataFramePlots.test_radvizc                 C   sX  |j ddd }t|j}|jd|d}dd |D |ks J d}tjt|d	 |jd|d
g d W d    n1 s>w   Y  tjt|d	 |jd|d d d W d    n1 s`w   Y  d}tjt|d	 |jd|d W d    n1 sw   Y  |j dddjdd|d d d}dd |D }||d d dg ksJ d S )Nr]   r   )ZaxisT)rR   titlec                 S   r   r   Z	get_titler   r   r   r   rn   I  r   z:TestDataFramePlots.test_subplot_titles.<locals>.<listcomp>zjThe length of `title` must equal the number of columns if using `title` of type `list` and `subplots=True`r   zkittens > puppiesr   zNUsing `title` of type `list` is not supported unless `subplots=True` is passedFZ
SepalWidth)r   r   r   )rR   Zlayoutr   c                 S   s   g | ]}|D ]}|  qqS r   r   )rl   Zsublistr8   r   r   r   rn   c  s    rH   r   )Zdropheadr   columnsr   r   r   
ValueError)r6   r   r   r   r   r'   Z
title_listr   r   r   test_subplot_titlesB  s,   
z&TestDataFramePlots.test_subplot_titlesc                 C   sz   t td}t|d tj }t|d tj }||ks#J ddlm} |ddd}|ddd}||ks;J d S )N)r>   r>   r   get_standard_colorsr   rT   
color_type)r   rS   Zzerosr   r   rT   !pandas.plotting._matplotlib.styler   )r6   r   Zrand1Zrand2r   color1color2r   r   r   $test_get_standard_colors_random_seedf  s   

z7TestDataFramePlots.test_get_standard_colors_random_seedc                 C   sd   ddl m} |ddd}|ddd}|ddd}t|dks J t|dks(J t|dks0J d S )Nr   r   r   defaultr   	   r   )r   r   r%   )r6   r   r   r   Zcolor3r   r   r   +test_get_standard_colors_default_num_colorsx  s   z>TestDataFramePlots.test_get_standard_colors_default_num_colorsc                    sv   t g dg dg dg dg dg dd}|j j }dd	 | d
d D  t fdd D s9J d S )N)z
2017-02-03z
2017-03-03z
2017-01-01)zAlice Andersz	Bob BakerzCharlie Chaplin)gzGag\($@g     L@)i  ix	     )  i  i	  )4   r       )zaccount-startclientZbalancezdb-idzproxy-idZrankc                 S   r   r   get_facecolorrl   rectr   r   r   rn     r   z=TestDataFramePlots.test_plot_single_color.<locals>.<listcomp>r   rH   c                 3   s    | ]	}| d  kV  qdS )r   Nr   )rl   rb   r   r   r   	<genexpr>  s    z<TestDataFramePlots.test_plot_single_color.<locals>.<genexpr>)r   r   Zvalue_countsr   r   get_childrenall)r6   r   r8   r   r   r   test_plot_single_color  s   
z)TestDataFramePlots.test_plot_single_colorc                 C   s   ddl m} ddlm} |td}|d|d}t|t|ks#J ttj	
ddtd	d
}|tddd}|jjjd|d}|jd  |jd  ksSJ d S )Nr   rZ   r   r:   r   rx   0      ZABCDr      )r      )Zfigsizerb      )rz   r[   r   r   gnuplotr   r%   r   rS   rT   rU   r   r}   r
   r   r   r   r   )r6   r[   r   Zcolor_beforeZcolor_afterr   Z
color_listr   r   r   r   %test_get_standard_colors_no_appending  s   $z8TestDataFramePlots.test_get_standard_colors_no_appendingc                    s   ddg}ddg t tjdd|d}ddd}|jd|d	}d
d | ddd D }t fddt|D s<J |jd|d	}dd | dd D }t fddt|D s_J d S )Nart   )r   gQ?g333333?)g333333?ffffff?r   r   r   )rt   r   r   )r    rb   c                 S   s   g | ]
}|  d d qS )r   r   r   r   r   r   r   rn     r   z<TestDataFramePlots.test_dictionary_color.<locals>.<listcomp>r   rH   c                 3        | ]\}}| | kV  qd S Nr   rl   indexrb   rX   r   r   r         z;TestDataFramePlots.test_dictionary_color.<locals>.<genexpr>r   c                 S   r   r   r   r   r   r   r   rn     r   c                 3   r   r   r   r   r   r   r   r     r   )	r   rS   rT   r   r   r   r   	enumerater|   )r6   Z
data_filesZdf1Z	dic_colorr8   r   r   r   r   test_dictionary_color  s   
"z(TestDataFramePlots.test_dictionary_colorc                 C   sn   ddl m} |ddd|dddg}tdddgitddgd}|j }td	d
 t| |D s5J d S )Nr   TextrL   r   ZTotalr   r   r   c                 s   $    | ]\}}|  |  kV  qd S r   Zget_textrl   r   rt   r   r   r   r     
    
z3TestDataFramePlots.test_bar_plot.<locals>.<genexpr>)	matplotlib.textr   r   r   r   r   r   r   get_xticklabels)r6   r   rX   r   Zplot_barr   r   r   test_bar_plot  s   

z TestDataFramePlots.test_bar_plotc                 C   sp   ddl m} tddddddg}|jjdd d}|ddd	|dddg}td
d t| |D s6J d S )Nr   r   r   )wordvalueZknowledgr   r   )r   Zlegend1c                 s   r   r   r   )rl   actualrX   r   r   r   r     r   zPTestDataFramePlots.test_barh_plot_labels_mixed_integer_string.<locals>.<genexpr>)r   r   r   r   Zbarhr   r   Zget_yticklabels)r6   r   r   Z	plot_barhZexpected_yticklabelsr   r   r   *test_barh_plot_labels_mixed_integer_string  s   z=TestDataFramePlots.test_barh_plot_labels_mixed_integer_stringc                 C   s   t jjj}| j }|dd}|jd|d d d|d d< |jd|d d d|d d< |d d   |d d   ||d d dsIJ ||d d drTJ ||d d ds_J ||d d	 drjJ d S )
Nr   r      r   r   Zsharex   r   rH   )	r   _matplotlibtools_has_externally_shared_axisrQ   figurerR   add_subplottwinxr6   r&   figplotsr   r   r   &test_has_externally_shared_axis_x_axis     

z9TestDataFramePlots.test_has_externally_shared_axis_x_axisc                 C   s   t jjj}| j }|dd}|jd|d d d|d d< |jd|d d d|d d< |d d   |d d   ||d d dsIJ ||d d drTJ ||d d ds_J ||d	 d drjJ d S )
Nr   r   A  r   r   ZshareyiE  r   rH   )	r   r   r   r   rQ   r   rR   r   Ztwinyr   r   r   r   &test_has_externally_shared_axis_y_axis  r   z9TestDataFramePlots.test_has_externally_shared_axis_y_axisc                 C   s   t jjj}| j }|dd}|jd|d d d|d d< d}tj	t
|d ||d d d	 W d    d S 1 s=w   Y  d S )
Nr   r   r   r   r   r   z&needs 'x' or 'y' as a second parameterr   z)r   r   r   r   rQ   r   rR   r   r   r   r   )r6   r&   r   r   r'   r   r   r   4test_has_externally_shared_axis_invalid_compare_axis  s   

"zGTestDataFramePlots.test_has_externally_shared_axis_invalid_compare_axisc                 C   s  t tjdtjdd}| j }|dd}|jd|d d d|d d< |jd	|d d d|d d< |d d  }|d d  }|d
 j	|d d dd
d |d
 j	|d d d |d
 j	|d d dd
d |d
 j	|d d d |d
 j	|d d dd
d |d
 j	|d d d |d j	|dd |d j	|dd |d d j  rJ |d d j  sJ |d d j  rJ d S )Ni  )r   rt   r   rH   r   r   r   r   r   r   zExternal share only)r8   r   z"this label should never be visible)r8   zInternal share (twin) onlyz#this label should always be visibleZBothrt   green)r8   rb   yellow)r   rS   rT   rU   rQ   r   rR   r   r   r   Z
set_xlabelr   r   Zget_visible)r6   r   r   r   Ztwin_ax1Ztwin_ax2r   r   r   test_externally_shared_axes  s0   
z.TestDataFramePlots.test_externally_shared_axesc                 C   s:   t dgtdgd}t|j tddi}t|jj d S )Nr   z2022-02-22 22:22:22r   r
   )r   r   r	   r   r   r   )r6   r   sr   r   r   -test_plot_bar_axis_units_timestamp_conversionJ  s   
z@TestDataFramePlots.test_plot_bar_axis_units_timestamp_conversionc                 C   sv   ddl m} |ddd|dddg}tddgtddddgd	}t|jj td
d t|j 	 |D s9J d S )Nr   r   z	([0, 1],)r   z	([1, 2],)r   Zboth)closedr   c                 s   r   r   r   r   r   r   r   r   a  r   zFTestDataFramePlots.test_bar_plt_xaxis_intervalrange.<locals>.<genexpr>)
r   r   r   r   r	   r   r   r   r   r   )r6   r   rX   r  r   r   r    test_bar_plt_xaxis_intervalrangeV  s   z3TestDataFramePlots.test_bar_plt_xaxis_intervalrangeN)rA   rB   rC   tdZskip_if_no_scipyr   rD   rE   rY   Zslowr   r   filterwarningsr   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  r   r   r   r   rF   ^   s2    '
L

/
"$+rF   )__doc__numpyrS   r   Zpandas.util._test_decoratorsutilZ_test_decoratorsr	  Zpandasr   r   r   r   r   r   Zpandas._testingZ_testingr2   Zpandas.tests.plotting.commonr   r	   Zskip_if_mplr   r(   Zskip_if_no_mplr)   rF   r   r   r   r   <module>   s     
"