U
    sVc}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 ddlmZ ddlmZmZ ddl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)TestPlotBase_check_plot_worksc               	   C   s6   t dddgi} tjtdd |   W 5 Q R X d S )NA      z#matplotlib is required for plottingmatch)r   pytestraisesImportErrorplot)df r   C/tmp/pip-unpacked-wheel-xj8nt62q/pandas/tests/plotting/test_misc.pytest_import_error_message   s    r   c               	   C   s"  t jjj} d}tjt|d | dg g i d W 5 Q R X d}tjt|d  | dttddd gi d W 5 Q R X | dt	 dgd	d
ddd\}}}}|dkst
|d	kst
|d
kst
|ddikst
| dttdg i d\}}}}|d kst
|d kst
|dkst
t|dkst
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   )plottingZ_coreZPlotAccessorZ_get_call_argsr   r   	TypeErrorr   objectr   AssertionErrorlen)funcmsgr   r   r   r   r   r   r   test_get_accessor_args!   s6    
$
r)   c                   @   s:   e Zd Zdd Zejdi ddigdd Zdd	 Zd
S )TestSeriesPlotsc              	   C   sh   ddl m} tjdd}td , t||d t||jd ||dd}W 5 Q R X | j|dgd d S )	Nr   )autocorrelation_plottsname)seriesZTest)label)labels)pandas.plottingr+   tmmakeTimeSeriesassert_produces_warningr   valuesZ_check_legend_labels)selfr+   seraxr   r   r   test_autocorrelation_plotE   s    z)TestSeriesPlots.test_autocorrelation_plotr   Zlag   c                 C   s0   ddl m} tjdd}t|fd|i| d S )Nr   )lag_plotr,   r-   r/   )r2   r<   r3   r4   r   )r7   r   r<   r8   r   r   r   test_lag_plotQ   s    zTestSeriesPlots.test_lag_plotc                 C   s*   ddl m} tjdd}t||dd d S )Nr   )bootstrap_plotr,   r-   
   )r/   size)r2   r>   r3   r4   r   )r7   r>   r8   r   r   r   test_bootstrap_plotX   s    z#TestSeriesPlots.test_bootstrap_plotN)	__name__
__module____qualname__r:   r   markparametrizer=   rA   r   r   r   r   r*   C   s   
r*   c                   @   s   e Zd Zejejdddgdd Zejj	dd Z
ejj	dd	 Zejd
dd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zd#d$ Zd%d& Zd'd( Zd)d* Zd+S ),TestDataFramePlots	pass_axisFTc           	   	   C   s0  t j}d }|r | jdd\}}td ttj	dd}W 5 Q R X tj
tdd t|d|d|d}W 5 Q R X |d	 d	 j }d
ddg}| || | j|dddd	d |d	 d d |d	< tj
tdd t|d|d|d}W 5 Q R X |d	 d	 j }dddg}| || | j|dddd	d d S )N   *   d   F)Zcheck_stacklevelalwaysg?)filterwarningsframeZrange_paddingr9   r   z-202   Z   )Z
xlabelsizeZxrotZ
ylabelsizeZyrotr   z-1.0z-0.5z0.0)r"   scatter_matrixpltsubplotsr3   Z
RNGContextr   nprandomrandnr5   UserWarningr   ZyaxisZget_majorticklabelsZ_check_text_labelsZ_check_ticks_props)	r7   rH   rS   r9   _r   ZaxesZaxes0_labelsexpectedr   r   r   test_scatter_matrix_axisa   s>    

z+TestDataFramePlots.test_scatter_matrix_axisc              	      s  ddl m  ddlm} |}td  t||dd W 5 Q R X d}t||d|d}| j| d d ||d d d d	 d
ddg}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	 d
ddg}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ddg}	tdddgdddgdddg|	d}||d|	d}| \}
}| j|
|	d d S )Nr   cm)andrews_curvesNamerN   class_columnz#556270z#4ECDC4z#C7F464rN   rb   colorr?   
linecolorsmapping
dodgerblue
aquamarineseagreenrN   rb   Zcolormapc                    s   g | ]}  |qS r   jet.0nr]   r   r   
<listcomp>   s     z:TestDataFramePlots.test_andrews_curves.<locals>.<listcomp>r
   r	   r	   BCr`   c                    s   g | ]}  |qS r   rm   ro   r]   r   r   rr      s     bgrr   rI   re   rg   )
matplotlibr^   r2   r_   r3   r5   r   _check_colors	get_linesrn   rV   linspacenuniquer   rW   randget_legend_handles_labels)r7   irisr_   r   rgbar9   cnamescmapslengthcolorshandlesr1   r   r]   r   test_andrews_curves   s         
        $  


	     
        $  
$z&TestDataFramePlots.test_andrews_curvesc                    s  ddl m  ddlm} |}t||dd}t| }t|j }d}t||d|d}| j	| d d ||d d d d	 d
ddg}t||d|d}| j	| d d ||d d d d	 t||d j
d} fddtdd|d  D }	| j	| d d |	|d d d d	 t||ddd}t| || ksJtdddg}
tdddgdddgdddg|
d}||d|
d}| \}}| j	||
d d S )Nr   r]   parallel_coordinatesr`   ra   rc   rd   r?   rf   ri   rj   rk   rl   c                    s   g | ]}  |qS r   rm   ro   r]   r   r   rr      s     z@TestDataFramePlots.test_parallel_coordinates.<locals>.<listcomp>r
   F)rN   rb   Zaxvlinesrv   rw   rx   r   rI   rs   ry   rz   )r{   r^   r2   r   r   r&   r}   xaxisZget_ticklabelsr|   rn   rV   r~   r   r%   r   r   )r7   r   r   r   r9   nlinesZnxticksr   r   r   r   r   r1   r   r]   r   test_parallel_coordinates   sl         
        $     
$z,TestDataFramePlots.test_parallel_coordinatesz$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 r|	d |
d k stqdS )z
For #15908r   r      c                 S   s   g | ]}d qS )r   r   rp   rZ   r   r   r   rr     s     zSTestDataFramePlots.test_parallel_coordinates_with_sorted_labels.<locals>.<listcomp>r?   c                 S   s   g | ]}d qS )rI   r   r   r   r   r   rr     s     c                 S   s   g | ]}d qS )r
   r   r   r   r   r   rr     s     )Zfeatclassr   T)Zsort_labelsc                 S   s   g | ]}|  qS r   Z	get_color)rp   Zpolyliner   r   r   rr     s     c                 S   s   | d S )Nr
   r   )r   r   r   r   <lambda>      zQTestDataFramePlots.test_parallel_coordinates_with_sorted_labels.<locals>.<lambda>)keyr
   N)	r2   r   r   listranger   zipsortedr%   )r7   r   r   r9   Z	polylinesr1   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 5 Q R X d}t||d|d}dd	 |jd d
 D }| j|d d ||d d d d dddg}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 ddddgddddgddddgg}	tdddgdddgdddgdddgd}||d|	d}| \}
}| j|
|	d d S ) Nr   r]   )radvizr`   ra   rc   rd   c                 S   s   g | ]}|  d kr|qS r   	get_labelrp   pr   r   r   rr   1  s      z2TestDataFramePlots.test_radviz.<locals>.<listcomp>   r?   )
facecolorsrh   ri   rj   rk   c                 S   s   g | ]}|  d kr|qS r   r   r   r   r   r   rr   6  s      rl   c                    s   g | ]}  |qS r   rm   ro   r]   r   r   rr   :  s     r
   c                 S   s   g | ]}|  d kr|qS r   r   r   r   r   r   rr   ;  s      g              ?      ?r   rI   rv   rw   rx   rs   ry   )r   )r{   r^   r2   r   r3   r5   r   patchesr|   rn   rV   r~   r   r   r   )r7   r   r   r   r   r9   r   r   r   r   r   r1   r   r]   r   test_radviz$  s0    $
$"$zTestDataFramePlots.test_radvizc              	   C   s  |j ddd }t|j}|jd|d}dd |D |ks@td}tjt|d	 |jd|d
g d W 5 Q R X tjt|d	 |jd|d d d W 5 Q R X d}tjt|d	 |jd|d W 5 Q R X |j dddjdd|d d d}dd |D }||d d dg kstd S )Nr`   r
   )ZaxisT)rU   titlec                 S   s   g | ]}|  qS r   Z	get_titler   r   r   r   rr   M  s     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   )rU   Zlayoutr   c                 S   s   g | ]}|D ]}|  qqS r   r   )rp   Zsublistr9   r   r   r   rr   g  s       rI   r   )	Zdropheadr   columnsr   r%   r   r   
ValueError)r7   r   r   r   r   r(   Z
title_listr   r   r   test_subplot_titlesF  s*    
   
z&TestDataFramePlots.test_subplot_titlesc                 C   sz   t td}t|d tj }t|d tj }||ksFtddlm} |ddd}|ddd}||ksvtd S )N)r?   r?   r   get_standard_colorsr
   rW   Z
color_type)	r   rV   zerosr"   r   rW   r%   !pandas.plotting._matplotlib.styler   )r7   r   Zrand1Zrand2r   color1color2r   r   r   $test_get_standard_colors_random_seedj  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@tt|dksPtt|dks`td S )Nr   r   r
   defaultr   	   r   )r   r   r&   r%   )r7   r   r   r   Zcolor3r   r   r   +test_get_standard_colors_default_num_colors|  s    z>TestDataFramePlots.test_get_standard_colors_default_num_colorsc              	      s   t dddgdddgddd	gd
ddgdddgdddgd}|j j }dd | dd D  t fdd D s~td S )Nz
2017-02-03z
2017-03-03z
2017-01-01zAlice Andersz	Bob BakerzCharlie ChaplingzGag\($@g     L@i  ix	     i  i  i	  4       )zaccount-startclientZbalancezdb-idzproxy-idZrankc                 S   s   g | ]}|  qS r   get_facecolorrp   Zrectr   r   r   rr     s     z=TestDataFramePlots.test_plot_single_color.<locals>.<listcomp>r   rI   c                 3   s   | ]}| d  kV  qdS )r   Nr   )rp   re   r   r   r   	<genexpr>  s     z<TestDataFramePlots.test_plot_single_color.<locals>.<genexpr>)r   r   Zvalue_countsr   r   get_childrenallr%   )r7   r   r9   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sFttt	j
ddtd	d
}|t	ddd}|jjjd|d}|jd  |jd  kstd S )Nr   r]   r   r;   r
   ry   0      ABCDr      )r      )Zfigsizere      )r{   r^   r   r   Zgnuplotr   r&   r%   r   rV   rW   rX   r   r~   r	   r   r   r   r   )r7   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 sxt|jd|d	}dd |	 dd D }t fddt|D std S )Narv   )r   gQ?g333333?)g333333?ffffff?r   r   r   )rv   r   r   )r   re   c                 S   s   g | ]}|  d d qS )r   r   r   r   r   r   r   rr     s     z<TestDataFramePlots.test_dictionary_color.<locals>.<listcomp>r   rI   c                 3   s   | ]\}}| | kV  qd S Nr   rp   indexre   r[   r   r   r     s     z;TestDataFramePlots.test_dictionary_color.<locals>.<genexpr>r   c                 S   s   g | ]}|  qS r   r   r   r   r   r   rr     s     c                 3   s   | ]\}}| | kV  qd S r   r   r   r   r   r   r     s     )
r   rV   rW   r   r   r   r   	enumerater%   r}   )r7   
data_filesZdf1Z	dic_colorr9   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 sjt	d S )Nr   TextrO   r
   ZTotalr   r   r   c                 s   s"   | ]\}}|  |  kV  qd S r   Zget_textrp   r   rv   r   r   r   r     s   z3TestDataFramePlots.test_bar_plot.<locals>.<genexpr>)
matplotlib.textr   r   r   r   r   r   r   get_xticklabelsr%   )r7   r   r[   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 sltd S )Nr   r   r
   )wordvalueZknowledgr   r   )r   Zlegend1c                 s   s"   | ]\}}|  |  kV  qd S r   r   )rp   actualr[   r   r   r   r     s   zPTestDataFramePlots.test_barh_plot_labels_mixed_integer_string.<locals>.<genexpr>)	r   r   r   r   Zbarhr   r   Zget_yticklabelsr%   )r7   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st	||d d drt	||d d dst	||d d	 drt	d S )
Nr   r      r
   r   Zsharex   r   rI   )
r"   _matplotlibtools_has_externally_shared_axisrT   figurerU   add_subplottwinxr%   r7   r'   figplotsr   r   r   &test_has_externally_shared_axis_x_axis  s    

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st	||d d drt	||d d dst	||d	 d drt	d S )
Nr   r   A  r   r
   ZshareyiE  r   rI   )
r"   r   r   r   rT   r   rU   r   Ztwinyr%   r   r   r   r   &test_has_externally_shared_axis_y_axis  s    

z9TestDataFramePlots.test_has_externally_shared_axis_y_axisc              	   C   sr   t jjj}| j }|dd}|jd|d d d|d d< d}tj	t
|d ||d d d	 W 5 Q R X d S )
Nr   r   r   r   r
   r   z&needs 'x' or 'y' as a second parameterr   z)r"   r   r   r   rT   r   rU   r   r   r   r   )r7   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  rxt|d d j  st|d d j  rtd S )Ni  )r   rv   r   rI   r   r
   r   r   r   r   zExternal share only)r9   r   z"this label should never be visible)r9   zInternal share (twin) onlyz#this label should always be visibleZBothrv   Zgreen)r9   re   Zyellow)r   rV   rW   rX   rT   r   rU   r   r   r   Z
set_xlabelr   r   Zget_visibler%   )r7   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   )r7   r   sr   r   r   -test_plot_bar_axis_units_timestamp_conversionN  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 srt
d S )Nr   r   z	([0, 1],)r
   z	([1, 2],)r   Zboth)closedr   c                 s   s"   | ]\}}|  |  kV  qd S r   r   r   r   r   r   r   e  s   zFTestDataFramePlots.test_bar_plt_xaxis_intervalrange.<locals>.<genexpr>)r   r   r   r   r   r   r   r   r   r   r%   )r7   r   r[   r   r   r   r    test_bar_plt_xaxis_intervalrangeZ  s    z3TestDataFramePlots.test_bar_plt_xaxis_intervalrangeN)rB   rC   rD   tdZskip_if_no_scipyr   rE   rF   r\   Zslowr   r   rM   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   rG   _   s0   *
L
/

"$+rG   )__doc__ZnumpyrV   r   Zpandas.util._test_decoratorsutilZ_test_decoratorsr   Zpandasr   r   r   r   r   Zpandas._testingZ_testingr3   Zpandas.tests.plotting.commonr   r   r2   r"   Zskip_if_mplr   r)   Zskip_if_no_mplr*   rG   r   r   r   r   <module>   s   
"