o
    g4                    @   s*  d dl mZ d dlZd dlmZ d dlZd dlmZ d dlZd dl	m
Z
 zd dlmZ W n ey;   d dlmZ Y nw d dlZd dlZd dlmZ d d	lmZ d dlZd dlZd dlZd d
lmZmZmZ d dlmZ d dlm Z! d dl"m#Z# d dl$m%Z& d dl'm(Z) d dl*m+Z, d dl-m.Z/ d dl0m1Z2 d dl3m4Z5 d dl6m7Z7m8Z8m9Z9 d dlm:Z: d dl;m<Z< dd Z=e dd Z>e dd Z?e dd Z@edgddd ZAedgddd ZBdd ZCedgddd  ZDeg d!d"d# ZEd$d% ZFd&d' ZGed(gd)d* ZHd+d, ZIejJKd-d.edgd/d0d1d2 ZLed3gd4d5 ZMd6d7 ZNd8d9 ZOedgdd:d; ZPed<gd=d>d?d@ ZQejJRdAdBdC ZSejJRdAdDdE ZTejJRdAdFdG ZUedgddHdI ZVedJgd=d>dKdL ZWdMdN ZXedOgd=d>dPdQ ZYdRdS ZZdTdU Z[dVdW Z\edXgdYdZid[d\d] Z]d^d_ Z^ed`d`gdadb Z_edcgdddedfdg Z`edgddhdi Zadjdk Zbedlgdgd=dddmdndo Zcedpgdqdr Zdedsgdtdudvdw Zeedxdxgd=d>dydz Zfed{gd=d>d|d} Zgd~d Zhedgdddedd Zidd Zjedgdd ZkejJRdAejJKdg dedgddd Zleddgd=ddddd Zmedgdddedd Znedgddd Zoedgd=d>dd ZpejJjKdeqdddferdddteqddferdddtdeqdfgg dddd ZsejJjKdeqdddferdddteqddferdddtdeqdfgg dddd Ztedgd=d>dd Zuedgddd=ddd Zvedgdd Zwedgd=d>dd Zxdd Zyedgd=d>dd Zzedgddgd=ddd Z{edgdddddd Z|edgdddddd Z}ddĄ Z~edgdddƄ ZedgdddȄ Zedgdddʄ Zedgddd̄ Zedgddτ Zedgd=dAddd҄ Zedgd=d>ddՄ Zddׄ Zedgd=d>ddڄ Zedgd=d>dd݄ Zedgd=dddd Zedgd=d>dd Zedgd=d>dd ZedgdAd=ddd Zedgd=d>dd Zeddgdd Zdd Zdd Zedgdd Zedgdd Zedgddd Zedgddd Zedgdd d Zedgddd Zdd Zdd Zedgd	d
 Zdd Zdd Zdd Zdd Zdd Ze ejJRdAdd Zdd Zedgd=d>dd Zedgddd Zdd Zed gd=d>d!d" Zed#gd=d>d$d% Zed&gd=d>d'd( Zed)gd*d+ Zd,d- Zd.d/ ZejJjKd0ej jd1d2 d3d2 gg d4dd5d6 ZejJKd7g d8fg gd8fg g gdfgd9d: ZejJKd;d<ej+jjfd=ejjjfd>ej+jjfgd?d@ ZedgddAdB ZedgddCdD ZedgddEdF ZedgddGdH ZdIdJ ZdKdL ZdMdN ZdOdP ZdQdR ZedSgd=d>dTdU ZedVgdWdX ZdYdZ Zed[gd=dddd\d] Zed^gddded_d` Zedadagd=ddddbdc Zeddgd=ddddedf Zdgdh ZG didj djZÐdddkdldmZedndoZejJKdpeă eŐdqeg drgdsfeĐdtdueŐdteg dvgdsfeĐdtdqdseŐdteg dvgdsfeĐdqdweŐdqeg drgdsfeĐdqdxgdweŐdqdxgeg drg dygdsfgdzd{ Z[[ejJKd|eȃ dfeȐdqdudfeȐdtdkdtfeȐdtdxgdkdtdxgfeȐdtd}dtfeȐd~dkd~feȐddkdfeȐdtdxddtfeȐdqdtdxddtfeȐdtdwdtfeȐdtdxddxfgdd Zɐdd Zʐdd Zːdd Zedgdd Z͐dd Zΐdd Zeddgdd Zedgd=d>dd Zi dd2 i fddZedgdYdidAddd ZedgdYdidAddd ZedgdYdidAddd ZedgdYdidAddd Zedgd=dYdidAdddd ZedgdYdidAdddd Zedgd=dYdidAddd Zedgd=dYdidAddd Zedgd=dYdidAddd Zedgd=dYdidAddd Zedgd=dYdidAddd Zedgd=dYdidAddĐdń Zedgd=dYdidAddǐdȄ Zedgd=dYdidAddʐd˄ Zedgd=dYdidAdd͐d΄ Zedgd=dYdidAddАdф Zedgd=dYdidAddӐdԄ Zedgd=dYdidAdd֐dׄ Zedgd=dYdidAddِdڄ Zedgd=dYdidAddܐd݄ Zedgd=dYdidAddߐd Zedgd=dYdidAddd Zedgd=dYdidAddd Zdd Zdd ZeddgddAddd Zedgd=dAddd Zedgd=dYdidAddd ZeddgdAdedd Zdd ZedgdYdid=d8dAddd Zed gd=dYdidAddd Zedgd=dYdidAddd Zdd Zdd	 Zd
d Zdd Zedgd=dYdidAddd Zeddgdd Zedgdd Zedgdd Zedgdd Zedgdd Zed gd!d" Zed#gd$d% Zed&gd'd( Z ed)gd*d+ Zed,gd-d. Zed/gd0d1 Zed2gd3d4 Zed5gd6d7 Zed8gd9d: Zd;d< Zd=d> Zd?d@ Z	dAdB Z
edgddCdD ZedgddEdF ZdGdH ZdIdJ ZdKdL Zeg dMdNdO ZdPdQ Ze dRdS ZdTdU ZedVgdWdX ZdYdZ Zd[d\ Zedgdd]d^ Zd_d` Ze dadb ZejJKdcg ddeg ddd8gdedf Zedgdggdhdi Zedjgdkdl Zedmgd=d>dndo Zedpgdqdr Zedsgdtdu ZejJjKdvd=dgdwdxgdedygddd=ddzd{ Z d|d} Z!d~d Z"ejJjKdvd=dgdwdxgdedgddd=ddd Z#edgdd Z$edgdd Z%edgdd Z&edgd=d>dd Z'dd Z(dd Z)dd Z*dd Z+dd Z,dd Z-dd Z.dd Z/edgdd Z0dd Z1dd Z2dd Z3edgd=d>dd Z4edgd=d>dd Z5edgd=d>dd Z6dd Z7dd Z8edgd=d>dd Z9eddgd=d>dd Z:edgd=d>dd Z;ejJKdg ddd Z<edgd=d>ddÄ Z=dĐdń Z>ejJKdg gg d d8ggd d8gg ggejJKdg dȢdɐdʄ Z?edgd=d>d̐d̈́ Z@edgdϐdЄ ZAedgd=d>dҐdӄ ZBedԐdgeC dkrQd ndtdudאd؄ ZDe dِdڄ ZEe dېd܄ ZFe dݐdބ ZGe dߐd ZHdd ZIeg ddgddd ZJdd ZKeg ddgddd ZLdd ZMejJKdƐd8ddejNdgejOg ddgedgddd ZPeddgd=d>dd ZQedgd=d>dd ZRdd ZSeg dd=ddAddd ZTeg dd=ddAdd d ZUeg dd=ddAddd ZVdd ZWedgddd ZXd	d
 ZYeg dd=dddd ZZeg dd=d>dd Z[edgd=d>dd Z\eddgd=d>dd Z]ejJKdg ddd Z^dd Z_dd Z`d d! ZaejJKd"e/jbe/jcd#ge/jde/jed$ggd%d& Zfd'd( Zgd)d* Zhd+d, Zid-d. ZjejJKd-d.d/d0 Zkd1d2 Zld3d4 Zmed5gd6d7 Zneg d8dgdd9d: Zoed;gd<d= Zped>gd?d@ ZqedAgdBdC ZredDgdEdF ZsedGgdHdI ZtedJgdKdL ZudMdN ZvdOdP ZwdQdR ZxdSdT ZyedUgdVdW ZzdXdY Z{dZd[ Z|d\d] Z}ed^gd_d` Z~dadb ZedcgdYddid[dedf Zdgdh Zdidj Zdkdl Zdmdn Zdodp Zdqdr Zdsdt Zdudv Zdwdx ZedygdYdid[dzd{ Zed|gdYdid[d}d~ Zdd Zdd Zdd Zdd ZejJKddejjfdejjfededfejjfg dg dfejjfejdejdfej jfgejJKderddejdddgdd Zdd Zdd Zdd Zdd ZejJKde dd Zedgd=d>dd Zdd Zdd Zedgd=dtddd ZejJKddd=gedgd=ddddd ZejJRdAdd Zejddgddd Zejg dddd Zdd Zdd Zdd Zdd ZedgdAdedd ZedgdAdedd ZddÄ ZdĐdń ZdƐdǄ ZdȐdɄ Zdʐd˄ Zd̐d̈́ Zdΐdτ ZdАdф ZdҐdӄ ZdԐdՄ Zd֐dׄ Zdؐdل Zdڐdۄ Zdܐd݄ Zedgddudd Zedgdd Zedgddudd Zedgd=d>dd Zdd Zdd Zdd Zdd Zdd ZÐdd ZĐdd ZŐdd ZƐdd Zǐdd ZȐdd  Zɐdd ZejJRdAdd Zːdd Z̐dd Z͐d	d
 Zΐdd Zϐdd ZejJKdddgejJKdddgdd Zѐdd ZҐdd ZӐdd Zedgddd Zedgddd Z֐dd  Zאd!d" Zؐd#d$ ZejJKd%dd=gejJKd&dd=gd'd( Zڐd)d* Zېd+d, Zܐd-d. Zݐd/d0 Zސd1d2 Zߐd3d4 Zed5gddd=dd6d7 Zed8gddded9d: Zd;d< Zd=d> Zd?d@ ZdAdB ZdCdD ZdEdF ZdGdH ZdIdJ ZdKdL ZdMdN ZedgddOdP ZdQdR ZdSdT ZdUdV ZdWdX ZdYdZ Zd[d\ Zd]d^ Zd_d` Zdadb Zdcdd Zdedf Zdgdh Zdidj Zdkdl Zdmdn Zdodp ZejJKdqd.ejJKdrdsdtdu Zedgddvdw ZejJRdAdxdy Z dzd{ Zd|d} ZejJKd~dd e&jD g d ejJRdAdd Zdd Zdd Zedgddd Zedgddd Zdd Z	ejJKdg 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ejJRdAdd ZdS (      )
namedtupleNDecimal)product)SimpleNamespace)nullcontext)	ExitStack)ma)cycler)image_comparisoncheck_figures_equalremove_ticks_and_titles)Figure)assert_allcloseassert_array_equalassert_array_almost_equal)
rc_context)MatplotlibDeprecationWarningc                  C   sD   t  \} }|d |d | dksJ | dks J d S )Nzx labelzy label)pltsubplots
set_xlabel
set_ylabel
get_xlabel
get_ylabelfigax r   X/home/ubuntu/cloudmapper/venv/lib/python3.10/site-packages/matplotlib/tests/test_axes.pytest_get_labels,   s
   

r   c                 C   s   |   }|jddgddgddgdd}|  |jddd |jdd	d | |}|jd
dd |  }|jddgddgddgdd}|  |jddd	d |jddd	d ||}|jd
dd	d d S )N      scatterclabelY LabeltoplocX LabelrightZ Labelyhaxr/   r   r"   legendr   r   colorbar	set_labelfig_testfig_refr   sccbarr   r   r   test_label_loc_vertical4   s   

r;   c                 C   s   |   }|jddgddgddgdd}|  |jddd |jdd	d | j|d
d}|jdd	d |  }|jddgddgddgdd}|  |jddd	d |jddd	d |j|d
d}|jddd	d d S )Nr    r!   r"   r#   r&   bottomr(   r*   left
horizontalorientationr,   r   r-   r0   r2   r6   r   r   r   test_label_loc_horizontalG   s   rA   c                 C   s   t ddd5 |  }|jddgddgddgdd}|  |d |d	 | j|d
d}|d W d    n1 s@w   Y  | }|jddgddgddgdd}|  |jdddd |jd	ddd |j|d
d}|jdddd d S )Nr+   r'   )zxaxis.labellocationzyaxis.labellocationr    r!   r"   r#   r&   r*   r>   r?   r,   r-   r0   )	
matplotlibr   r   r"   r3   r   r   r4   r5   r6   r   r   r   test_label_loc_rcZ   s$   



rC   png
extensionsc           	      C   s   t jd d}t jdd| }|d }|  }|j||d | }t j||ddt || }t 	| |d }||d | ||  }|
|dg| |jdddd d S )	N!N,   r   r    )maxlagsfull)mode)r.   xminxmax)nprandomseednormalcumsumr   acorr	correlatedotarangevlinesaxhline)	r7   r8   Nxr1   rI   ax_testax_refnorm_auto_corrlagsr   r   r   
test_acorro   s   r^   c                 C   s  t jd t d}d|d d< t j| |d}| d}|d | |d j|dd	d
 |d}|d j|ddd |d j	
  |d jg t |d d d dR ddi |d jd|d  |d  d d d d |D ]}|j	d qxd S )NrG   i   r   rH   )    r_   r!   r    .lower)markerorigingray_rnearest)cmapinterpolation
markersize
   )aspectxlimylimboth)rN   rO   rP   onesshufflereshaper   spyimshowxaxistick_topplotnonzerosetget_xlimget_ylimset_ticks_position)r7   r8   aaxs_testaxs_refr   r   r   r   test_spy   s$   



. r   c               	   C   sl   t  \} }ddidddfD ]$}tt |jtddfi | W d    n1 s.w   Y  qd S )Nrg   re   osolid)rb   	linestyle   )r   r   pytestraises	TypeErrorrr   rN   eye)r   r   unsupported_kwr   r   r   test_spy_invalid_kwargs   s   r   c                 C   sT   t jd tjdd}|  | | }|| |j	
  |j	d d S )Nmpl20r_   rn   )mplstyleuserN   rO   randadd_subplotmatshowrs   rt   ru   r{   )r7   r8   r|   r[   r   r   r   test_matshow   s   

r   )formatter_ticker_001formatter_ticker_002formatter_ticker_003formatter_ticker_004formatter_ticker_005c                     sV  dd l m  m     dtjd<  fddtdD }  fddtdD } fddtdD }t 	 }|
d	 t 	 }|
d	 |j| |d
dd t 	 }|
d	 |j| |d
dd |
d t 	 }|j| |d
dd |j| |ddd |
d t 	 }|j| |d
dd |j| |ddd |
d |  d S )Nr      zlines.markeredgewidthc                    s   g | ]}| j  qS r   )sec.0r1   unitsr   r   
<listcomp>   s    z)test_formatter_ticker.<locals>.<listcomp>rj   c                       g | ]}d | d  j  qS )      ?      ?kmr   r.   r   r   r   r          c                    r   )g      ?      ?r   r   r   r   r   r      r   zx-label 001bluer   )colorxunitszx-label 003greenhourzx-label 004zx-label 005)matplotlib.testing.jpl_unitstesting	jpl_unitsregisterrB   rcParamsranger   figurer   r   rv   autoscale_view)xdataydata1ydata2r   r   r   r   test_formatter_ticker   s0   






r   c                  C   s   dd } t   }|jjsJ |jjsJ |jjsJ |jjs"J |j|  |jjr.J |jjs4J |jjs:J |jjs@J t	| }t
|j tj	sPJ |j j|jks[J d S )Nc                 S      dS )N r   r1   posr   r   r   	_formfunc      z4test_funcformatter_auto_formatter.<locals>._formfunc)r   r   r   rt   isDefault_majfmtisDefault_minfmtyaxisset_major_formattermtickerFuncFormatter
isinstanceget_major_formatterfunc)r   r   targ_funcformatterr   r   r   !test_funcformatter_auto_formatter   s    

r   c                  C   s   d} t   }|jjsJ |jjsJ |jjsJ |jjs J |j|  |jjs,J |jjs2J |jjs8J |jjr>J t	| }t
|j tj	sNJ |j j|jksYJ d S )Nz	{x}_{pos})r   r   r   rt   r   r   r   set_minor_formatterr   StrMethodFormatterr   get_minor_formatterfmt)formstrr   targ_strformatterr   r   r   &test_strmethodformatter_auto_formatter   s    

r   twin_axis_locators_formattersc                  C   s
  t jddddd} t t j|  d }t|}tg d}t }|ddd}|dd	gddg |j	
| |j	| |j	td
 |j	tg d |j
t  |jtg d |jtd |jtg d |  |  d S )Nr   r       T)numendpoint       @皙?皙?333333?r   d   z%08.2lf)tricksmindjedi)   #   7   K   z%05.2lf)r$   3pr   )rN   linspacesinpir   FixedLocatorr   r   rv   r   set_major_locatorset_minor_locatorr   FormatStrFormatterr   FixedFormatterrt   LinearLocatortwinytwinx)valslocsmajlminlr   ax1r   r   r   "test_twin_axis_locators_formatters  s"   
r   c                  C   s   t  \} }| }| }t   |j rJ |j r J |  |  |j r/J |j r6J |j	 s=J |j sDJ |j rKJ |j	 rRJ |j sYJ |j s`J |j	 sgJ d S N)
r   r   r   r   drawrt   get_visiblepatchclar   )r   r   ax2ax3r   r   r   test_twinx_cla$  s"   r   twinr1   r.   gRQ?)rF   tolc                 C   sF  d| }d| d}t dd}| ddd}t|| }t||d ||| | ddd}t||d t|| }||| dD ]Q}|dd|}	t|	|d |	|| tjj}
|tj	j
|
d	d	gd	dgd	dgddgddgdd	gdd	gd	d	gg|
j|
jgd
 |	jdtjd tjd dd qGt|  t| d S )Nr   set_scaler    r   r!   logr    r!   r      nonezaxes.edgecoloraxes.linewidth
projecting)	transform	facecolor	edgecolor	linewidthcapstyle)rN   rV   r   getattrrv   rB   pathPath
add_artistpatches	PathPatchMOVETOLINETO	transAxesr   r   r   )r7   r8   r   	twin_func	set_scaler1   rZ   ax_twinir[   r  r   r   r   test_twin_logscale;  sD   
r  ztwin_autoscale.pngc                  C   s   t g d} d|  }t g d}d| }t }|jdddd}|j| |dd	d
 t|}|j||ddd |dd |dd d S )N)r   r   r    r   r   r    r!   r!   r   r   r    r    F)autoscalex_onautoscaley_onr   rj   r   lwr--r   r  r   )rN   arrayr   r   add_axesrv   r   margins)r1   r.   x2y2r   r   r   r   r   r   test_twinx_axis_scalesg  s   
r&  c                  C   st   t  \} }| }|d | }| sJ | rJ | }|d | }| s2J | r8J d S )NF)r   r   r   set_autoscalex_onget_autoscalex_onr   set_autoscaley_onget_autoscaley_on)r   r   ax_x_onax_x_offax_y_onax_y_offr   r   r   #test_twin_inherit_autoscale_settingy  s   

r/  c                  C   sl  t d} |  }| rJ | rJ tjd}|| | r&J | s,J |  t	ddtj
 d}||t| | rIJ | rOJ |  || t   | rbJ | shJ t d}t jd|d}|jd | sJ ||t| |  | rJ |  || ||t| |  | sJ t |  d S )	Nr   )r   r   r!   r         shareyT)r   r   gcaxaxis_invertedyaxis_invertedrN   rO   rs   r   r   r   rv   cos	autoscalesubplotr   set_invertedclose)r   r   imgr1   ax0r   r   r   r   test_inverted_cla  s>   




r>  c                 C   st   t ddd |  }|ddgddg W d    n1 s!w   Y  | }|ddgddg |  d S )NT)zxtick.minor.visiblezytick.minor.visibler   r    )rB   r   r   rv   minorticks_on)r7   r8   rZ   r[   r   r   r    test_minorticks_on_rcParams_both  s   
r@  autoscale_tiny_rangeTremove_textc                  C   sL   t dd\} }t|jD ]\}}dd|  }|ddgdd| g qd S )Nr!   rj   ir   r    )r   r   	enumerateflatrv   )r   axsr  r   y1r   r   r   test_autoscale_tiny_range  s
   rH  defaultc                  C   s^   t dd\} }|g d |jdddd |jdddd t| d t| d	 d S )
Nr    r    r!   r   r  Tr1   F)enableaxistightr.   )g333333ÿg333333	@)r         @)r   r   rv   r8  r   ry   rz   r   r   r   r   test_autoscale_tight  s   rO  c                  C   s   t jdtd} tjdddd\}\}}|| |  || |  |jdd |jdd t  | d | d f}t	|
 | t	| | t	|
 | t	| | d	 | d f d S )
Nr   dtyper!   r    Tsharex)rM  rh   r   )rN   rV   floatr   r   loglogsemilogxr8  r   r   ry   rz   )r1   r   r   r   limsr   r   r   test_autoscale_log_shared  s   rX  c                  C   s   t  \} }|jddgddggdd t| d t| d d|_|  d	d|j  d
d|j  f}d	d|j	  d
d|j	  f}t| | t| | d|_|  t| d t| d d S )Nr   r    r!   r   ra   rc   )      r   FrZ  r   T)
r   r   rs   r   ry   rz   use_sticky_edgesr8  _xmargin_ymargin)r   r   rl   rm   r   r   r   test_use_sticky_edges  s   r^  c                 C   sZ   t ddd}| d}| jd|d}|| |d}|jd|d}|| d S )Nr   r   r   r0  r1  rR  )rN   rV   rq   r   
pcolormesh)r7   r8   Zr=  r   r   r   r   test_sticky_shared_axes  s   


ra  offset_pointsc                  C   sf   t ddd} t dt j |  }t }|jdddd}|j| |d	d
d\}|jdddddd d S )N              @{Gz?r   F)rh   r   r   )autoscale_onrl   rm   r   purpler  r   z	local maxr   r    datar   r   zoffset points)xyxycoordsxytext
textcoords)	rN   rV   r7  r   r   r   r   rv   annotate)tsr   r   liner   r   r   test_basic_annotate  s   

rv  c                  C   sN   t  \} }tjtdd |jddd W d    d S 1 s w   Y  d S )Nz;The \'s\' parameter of annotate\(\) has been renamed 'text'matchznow named textr   r    )rt  rn  )r   r   r   warnsr   rr  r   r   r   r   test_annotate_parameter_warn  s   "r{  zarrow_simple.pngc            
      C   s   d} d}d}t | ||}tdd\}}tt|j|D ];\}\}}|dd |dd |\} }}dtj	 | d }	|j
ddt|	t|	|	d	 | |||	d
 |	d
 d
 qd S )N)TF)rJ   r=   r+   r   r  r!      r   r   rj   )widthlength_includes_headshapehead_starts_at_zero
head_widthhead_length)r   r   r   rD  ziprE  set_xlimset_ylimrN   r   arrowr   r7  )
r  r  r  kwargsr   rF  r  r   kwargthetar   r   r   test_arrow_simple&  s&   
r  c                  C   s$   t  \} }|jdddddd d S )Nr   )r  )r   r   r  _r   r   r   r   test_arrow_emptyA  s   r  c                  C   s@   t  \} }|dddd | dksJ | dksJ d S )Nr    )皙?皙@)r   r   r  ry   rz   r  r   r   r   test_arrow_in_viewG  s   r  c                  C   sN   t  \} }|jdddd}|jd u sJ |jdddi d}|jd us%J d S )Nfoory  r!   r   )rp  )rp  
arrowprops)r   r   rr  arrow_patch)r   r   annr   r   r   test_annotate_default_arrowN  s
   r  zfill_units.pngdpi<   )savefig_kwargc                  C   s  dd l m  m}  |   | jdtdddd}d| j }| dd}tj	d	d
dd}t
|}tdd\}\\}}\}	}
|j|g|gddd g d}||| g dd |j|g|gddd ||||| || gg dd |	j|g|gddd |	|| d| j d| j d| j d| j gd |
j|g|gddd |
j|||| || gd| j d| j d| j d| j gdd |  d S )Nr   ET  r     dt      $@g     @z
2009-04-27z
2009-04-29datetime64[D]rP  r!   degred)yunitsr   r  )rc  rc  g     V@rc  bZ   r   )r  )r   r   r   r   Epochdatetimer  DurationrN   rV   mdatesdate2numr   r   rv   fillautofmt_xdate)r   rs  valuedayr  dtnr   r   r   r   ax4indr   r   r   test_fill_unitsW  s4   


""r  c                   C   s   t jtdd tjdgdgddd W d    n1 sw   Y  t jtdd tjdgdgdd	d
 W d    n1 s?w   Y  t jtdd tjdgdgddd W d    n1 saw   Y  tjdgdgddd d S )Nzmarker .* redundantly definedrw  r   r   r1   rb   z linestyle .* redundantly defined---r   zcolor .* redundantly definedrr   r   r  )r   r   )r   rz  UserWarningr   rv   errorbarr   r   r   r    test_plot_format_kwarg_redundanty  s   r  single_pointc                  C   s   dt jd< dt jd< td\} \}}|dgdgd |dgdgd dgdgd}td\} \}}|jd	d	d|d
 |jddd|d
 d S )Nr   lines.markerT	axes.gridr!   r   r    r|   r  r|   rl  r  )rB   r   r   r   rv   )r   r   r   rl  r   r   r   test_single_point  s   

r  zsingle_date.pngr   )r   c                  C   sj   dt jd< ttd} dg}dg}t dd\}}|d j||  |d	d
d |d j||d	d
d d S )N)   zaxes.formatter.limits
0000-12-31g    X&Ag(\bPr!   r    r   r   r  r  )	r   r   r  r  rN   
datetime64r   	plot_daterv   )r  time1data1r   r   r   r   r   test_single_date  s   
r  c                 C   s|   t dd}t dddd}| d}|d | |d | |d}|d jdd	d
 |d |  d S )Nrj   r    rh   r   r   rh   r    r!   r    gQQ?)r   	   rl   rm   )rN   rV   rq   r   rv   rx   ravel)r7   r8   rowcolrF  r   r   r   test_shaped_data  s   

r  c                  C   sZ   t jddgdtfdtfgd} t d}|d jdd| d |d	 jddd
| d d S )Nr    r    r!   r!   ro   twosrP  r!   r   r  r    r  )rN   r!  rT  r   r   r   rv   )ptsrF  r   r   r   test_structured_data  s   r  aitoff_proj)rF   rC  r   c                  C   sz   t t j t jd} t t j d t jd d}t | |\}}tjdtddd\}}|  |j|j	|j	ddd	 d
S )z^
    Test aitoff projection ref.:
    https://github.com/matplotlib/matplotlib/pull/14451
       r!   )   @aitoff
projection)figsize
subplot_kwr   r  )ri   N)
rN   r   r   meshgridr   r   dictgridrv   rE  )r1   r.   XYr   r   r   r   r   test_aitoff_proj  s   
r  axvspan_epochc                  C      dd l m  m}  |   | jdtdddd}| jdtdddd}| d| jd}t	
 }|j||d	d
d ||d|  |d|   d S Nr   r  r  r    r  r     r   r         ?)r  alphard  )r   r   r   r   r  r  r  r  convertr   r4  axvspanr  r   t0tfr  r   r   r   r   test_axvspan_epoch      r  axhspan_epoch{Gz?)r   c                  C   r  r  )r   r   r   r   r  r  r  r  r  r   r4  axhspanr  r  r   r   r   test_axhspan_epoch  r  r  zhexbin_extent.pngc                  C   sl   t  \} }tdd d}|\}}|j||g dd ||d}t  \} }|jddg d|d d S )	N  )r!     r   r   333333?ffffff?)extentr   r1   r.   )r  rl  )r   r   rN   rV   rq   hexbin)r   r   rl  r1   r.   r   r   r   test_hexbin_extent  s   
r  zhexbin_empty.pngc                  C   s   t  } | g g  d S r   )r   r4  r   r   r   r   r   test_hexbin_empty  s   r  c                  C   s`   t  \} }tdd d}|\}}|j||g ddd}tddd}||d	 s.J d S )
N   r!   r   r  rh   )r  picker  ,  r   r   )r   r   rN   rV   rq   r   r   contains)r   r   rl  r1   r.   hbmouse_eventr   r   r   test_hexbin_pickable  s   r  zhexbin_log.pngc                  C   s~   dt jd< tjd d} tj| }dd|  dtj|   }td|d	 }t  \}}|j||d
d
d}t 	| d S )NFpcolormesh.snaprG   順 r         @rN  r!   r   r   )yscalebins)
r   r   rN   rO   rP   standard_normalpowerr   r   r4   )nr1   r.   r   r   hr   r   r   test_hexbin_log  s   
r  c                  C   s   t  \} }|  |g dg d | dksJ | dks$J t   t  \} }|  |g dg d | dksDJ | dksLJ t  \} }|d |	dd	 | d
kseJ d S )N)rg  r!   r  )r    r!   rg  r   )r  r  rf  )r  r  )r   rg  r   rj   r    )rj   r    )
r   r   invert_xaxisrv   ry   rz   r;  invert_yaxis
set_yscaler  r   r   r   r   test_inverted_limits   s   
r  nonfinite_limitsc                  C   st   t dt jd} t jdd t | }W d    n1 sw   Y  t j| t| d < t \}}|	| | d S )Nrc  re  ignoredivider!   )
rN   rV   eerrstater   nanlenr   r   rv   r1   r.   r   r   r   r   r   test_nonfinite_limits:  s   r%  plot_fun)r"   rv   fill_betweenc                 C   s^   t jdddd}| }| }t|| g g  ||fD ]}t|| |tt|dd qd S )Nz
2010-01-01z
2011-01-01r  rP  C0r  )rN   rV   r   r  r   r#  )r&  r7   r8   r1   rZ   r[   r   r   r   r   test_limits_empty_dataE  s   r)  rs   )rC  r   c                  C   s   dt jd< d} t| | f\}}|| d 8 }|| d 8 }t|d |d  ||  }t \}}|| d|i}t \}}|jd|d d S )Nre   image.interpolationr   r!   r  r  )rB   r   rN   indicessqrtr   r   rs   )Nr1   r.   r  r   r   rl  r   r   r   test_imshowV  s   

r.  imshow_clipc            	      C   s   dt jd< d} t| | f\}}|| d 8 }|| d 8 }t|d |d  ||  }t \}}||| d g}|jd }|	 d }|
 }t||}|j||d d S )Nre   r*  r   r!   r  r   )	clip_path)rB   r   rN   r+  r,  r   r   contourcollections	get_pathsget_transformmtransformsTransformedPathrs   )	r-  r1   r.   r  r   r   r$   r0  clip_transformr   r   r   test_imshow_clipk  s   

r8  c                 C   s~   ddgddgg}|  }|j|ddd |   }tjtdd	 |j|td
dddd W d   dS 1 s8w   Y  dS )9Parameters vmin, vmax should be ignored if norm is given.r    r!   r   r  r   r   )vminvmaxCPassing parameters norm and vmin/vmax simultaneously is deprecated.rw  rj   )normr:  r;  N)r   rs   r   rz  r   mcolors	Normalize)r7   r8   r|   r   r   r   r   test_imshow_norm_vminvmax  s   "rA  polycollection_joinstylec                  C   sf   t  \} }tddgddgddgddgg}tjj|gdd}|| |dd |	dd d S )Nr    r!   (   )
linewidthsr   r   )
r   r   rN   r!  r   r2  PolyCollectionadd_collection
set_xbound
set_ybound)r   r   vertsr$   r   r   r   test_polycollection_joinstyle  s   "
rJ  z	x, y1, y2r  r   rc  r!   )
2d_x_input2d_y1_input2d_y2_input)idsc                 C   J   t  \}}tt || || W d    d S 1 sw   Y  d S r   )r   r   r   r   
ValueErrorr'  )r1   rG  r%  r   r   r   r   r   test_fill_between_input     "rQ  z	y, x1, x2)
2d_y_input2d_x1_input2d_x2_inputc                 C   rO  r   )r   r   r   r   rP  fill_betweenx)r.   x1r$  r   r   r   r   r   test_fill_betweenx_input  rR  rX  fill_between_interpolatec               	   C   s  t ddd} t dt j |  }dt dt j |   }tjdddd\}\}}|j| || |d	d
 |j| ||||kdddd |j| ||||kddd t j	|d}t jj
|d< |j| || |d	d
 |j| ||||kddd |j| ||||kddd d S )Nrc  r!   r  333333?r  r    TrR  blackr  white/)wherer  hatchinterpolater  )r^  r  r`  r   r   r   )rN   rV   r   r   r   r   rv   r'  r	   masked_greatermasked)r1   rG  r%  r   r   r   r   r   r   test_fill_between_interpolate  s(   
rc  #fill_between_interpolate_decreasingr   rC  c               	   C   s   t g d} t g d}t g d}tjdd\}}||| d ||| d |j| ||||k dd	d
d |j| ||||kdd	d
d |dd |dd d S )N)gfffff@i  i  )g"@r  r  )g@gffffff@gffffff@)r  r  r  ztab:redkr   T皙?)r^  r  r`  r  r  r   r      X  )rN   r!  r   r   rv   rV  r  r  )r   rs  profr   r   r   r   r   (test_fill_between_interpolate_decreasing  s   rl  z
symlog.pdfc                  C   sX   t g d} t g d}t \}}|| | |d |d |dd d S )N)r   r    r!   r     r  r}     )i@B i  r  r   r   r   r   r   symloglinearrh   i )rN   r!  r   r   rv   r  
set_xscaler  r$  r   r   r   test_symlog  s   

rr  zsymlog2.pdfc                  C   sn   t ddd} tdd\}}t|g dD ]\}}|| |  |jd|d |d	 q|d
 dd d S )N2   MbP?r   r    )      4@r   r   r   re  ro  )	linthreshTrh   皙r   )	rN   rV   r   r   r  rv   rq  r  r  )r1   r   rF  r   rw  r   r   r   test_symlog2  s   ry  c               	   C   s   g d} g d}t | |\}}t ||}t| tt| t| ||d dd df  t||t|d dd df  d S )N)            rZ  rc  r   r   r   )rz  g      r{  g      rZ  g      пr   r  r         ?r         ?r   rh   )rN   r  hypotr   pcolorlist)r1   r.   r  r  r`  r   r   r   test_pcolorargs_5205	  s   
&r  r_  c                  C   s*  dt jd< d} tdd| }tdd| d }t||\}}t|t| }t|t| }|d }t||d }||  |	  }t
t|d	t| k |}t d
d\}	\}
}}|
j|||d dd df d	dd |j|||d dd df dddgd |j|||dd d S )NFr  r}  rz  r   r!   皙?r   r   r    r   rh   rg  )r  
edgecolorsr  wgouraudshading)r   r   rN   r   r  r7  r   r~  minptpr	   masked_whereabsmaxr   r_  )r  r1   r.   r  r  QxQzr`  Zmr   r   r   r   r   r   r   test_pcolormesh  s   
 $(r  pcolormesh_alphapdf)rF   rC  c               
   C   s  dt jd< d} ttdd| tdd| d \}}|}|t| }t||d }||  |  }t 	dd	}|t
d	}d
d
tt
d	  |d d df< t|}t dd\}	\\}
}\}}|
|||fD ]}|tjdddg ddd qn|
j|||d dd df |dddd |j||||dddd |j|||d dd df |ddd |j||||ddd d S )NFr  r}  rz  r   r!   r   viridis   r   r   )r   rz  )r  r   r   r   r   )r  zorderrh   rh  rE  r    )rf   r  r  r  r  )rf   r  r  )r   r   rN   r  r   r   r~  r  r  get_cmaprV   r?  ListedColormapr   	add_patchmpatches	Rectangler_  )r  r  r  r  Qyr`  vircolorsrf   r   r   r   r   r  r   r   r   r   test_pcolormesh_alpha/  s2   
$

&r  zpcolormesh_datetime_axis.pngFc                     s  dt jd< t  } | jdddd tddd t fd	d
tdD }td}t	tdtd\}}|| }t 
d t |d d |d d |d dd df  t 
d t ||| tj|tj ddd}tj|d d tjf ddd}t 
d t |d dd df |d dd df |d dd df  t 
d t ||| |  D ]}| D ]}|d |d qqd S )NFr  rh  \(\?333333?hspacer'   r<     r    c                       g | ]
} t j|d  qS )daysr  	timedeltar   dbaser   r   r   [      z1test_pcolormesh_datetime_axis.<locals>.<listcomp>r  r     rh      r   rL        r+   r   )r   r   r   subplots_adjustr  rN   r!  r   rV   r  r9  r_  repeatnewaxisget_axesget_xticklabelsset_haset_rotationr   r1   r.   z1z2zr   r%   r   r  r   test_pcolormesh_datetime_axisR  s0   


.

>

r  zpcolor_datetime_axis.pngc                     s  t  } | jdddd tddd t fddtd	D }td	}ttd
td
\}}|| }t 	d t 
|d d |d d |d dd df  t 	d t 
||| tj|tj d	dd}tj|d d tjf d	dd}t 	d t 
|d dd df |d dd df |d dd df  t 	d t 
||| |  D ]}| D ]}|d |d qqd S )Nrh  r  r  r  r  r    c                    r  r  r  r  r  r   r   r   u  r  z-test_pcolor_datetime_axis.<locals>.<listcomp>r  r  r  rh   r  r   r  r  r  r+   r   )r   r   r  r  rN   r!  r   rV   r  r9  r  r  r  r  r  r  r  r  r   r  r   test_pcolor_datetime_axiso  s.   

.

>

r  c               	   C   s  d} t dd| }t dd| d }t ||\}}t ||d }t \}}tt |	||| W d    n1 s?w   Y  tt |	|||j
 W d    n1 s\w   Y  tt |j	|||d dd df dd W d    n1 sw   Y  tt |j	|||d dd df dd W d    n1 sw   Y  t j|d	< tt |	|||d dd df  W d    n1 sw   Y  t jd
d t jj||d	k d}W d    n1 sw   Y  tt |	|||d dd df  W d    n	1 sw   Y  g d}ddg}t ||\}}t |j}tjtdd |j	|||dd W d    d S 1 sNw   Y  d S )Nr}  rz  r   r!   r   rh   r  r  r   r  invalid)mask)ig  r   r    r=  rj   z.are not monotonically increasing or decreasingrw  auto)rN   r   r  r~  r   r   r   r   r   r_  TNaNrP  r!  r	   r!  zerosr  rz  r  )r  r1   r.   r  r  r`  r  r   r   r   r   test_pcolorargs  sJ   $$
  $r  c                 C   s   |   }tdd}tdd}tjd tjdd}|j|||dd |  }|d d	 t|d  }|d d	 t|d  }|j|||d
d d S )Nr   rj   r   rG   r!   r  rE  r  rh   re   r   rN   rV   rO   rP   randnr_  diffr7   r8   r   r1   r.   r`  r$  r%  r   r   r   test_pcolornearest     r  c                 C   s   |   }dd tdD }tdd}tjd tjdd}|j|||d	d
 |  }dd tdD }|d d t|d  }|j|||dd
 d S )Nc                 S   s   g | ]
}t j |d  qS )  r  fromtimestampr   r   r   r   r     r  z+test_pcolornearestunits.<locals>.<listcomp>rj   r   r   rG   r!   r  rE  r  c                 S   s    g | ]}t j |d  d qS )r   r  r  r   r   r   r   r     s     rh   re   )	r   r   rN   rV   rO   rP   r  r_  r  r  r   r   r   test_pcolornearestunits  s   r  c                 C   s   |   }tdd}tdd}tjd tjdd}|j|d d |d d |d dd df dd	 |  }|d d }|d d }tt	 |j|||dd	 W d    d S 1 s`w   Y  d S )
Nr   rj   r  rG   r   r  rh   rE  r  )
r   rN   rV   rO   rP   r  r_  r   rz  r   r  r   r   r   test_pcolordropdata  s   2"r  c                 C   s   |   }tdd}tdd}tjd tjdd}|j|||dd |  }|d d	 t|d
  }|d d	 t|d
  }|j|||dd d S )Nr   rj   r  rG   r   r  r  r  rh   r!   r  r  r   r   r   test_pcolorauto  r  r  	canonicalc                  C   s   t  \} }|g d d S )Nr    r!   r   r   r   rv   r   r   r   r   test_canonical  s   r  zarc_angles.pngc            
      C   sJ  d} d}d}d}t dd\}}t|jD ]\}}|d d }|d }	|tj|| |dd	 |tj|| ||	|d
 ||t	
t	|	 |d  |d |t	
t	| |d  g|t	t	|	 |d  |d |t	t	| |d  g || | || | | d9 } |d9 }|d d |d d f}|d9 }qd S )Nr!   r    )r   r   r   h  r  -   r   )r  )theta1theta2r   rj   )r   r   rD  rE  r  r  EllipseArcrv   rN   r7  deg2radr   r  r  )
r  r  centrer   r   rF  r  r   r  r  r   r   r   test_arc_angles  s4   
r  arc_ellipsec               	   C   sN  d\} }d\}}d}t t d}|d t | }|d t | }t |}t t |t | gt |t |gg}	t |	t ||g\}}|| 7 }||7 }t }
|
j	ddd}|j
||d	d
d
ddd tj| |f|||dddd}|| |
j	ddd}|j
||d	dddd tj| |f|||dddd}|| d S )N)gRQ?gp=
ף?)r   r   r  r   r0  r  )rk   r   yellowr    )r  r  r  r	  r  r!   F)angler	  r  r  r1  equalr   )r  r  r  r  )rN   r  rV   r7  r   r!  rU   r   r   r   r  r  r  r  )xcenterycenterr~  heightr  r  r1   r.   rthetaRr   r   e1e2r   r   r   test_arc_ellipse  s:   

r  c                  C   sb   t  \} }td}|jg dg d|d |jg dg d|d |jg dg d|d d S )Nr   r  r   r!   r    r  )r  r   r!   )r   r  r   )r   r   mmarkersMarkerStylerv   r"   r  )fixr   mr   r   r   test_marker_as_markerstyle9  s
   
r  	markeveryc                  C      t ddd} t | t | d d  }t \}}|j| |ddd |j| |dd d	d
 |j| |dddd
 |j| |dddd
 |  d S )Nr   rj   r   r   r   rI  r%   r  mark allr  r%   rt  mark every 10+r   r  mark every 5 starting at 10rN   r   r   r,  r   r   rv   r3   r$  r   r   r   test_markeveryA     r  markevery_linec                  C   r  )Nr   rj   r   r   z-orI  r  z-dr  r  z-sr  z-+r  r  r  r$  r   r   r   test_markevery_lineO  r  r  markevery_linear_scalesru  )rC  r   c            
      C   s   d ddg dddgt dddd	d
dddg} d}tjt| | d |}d}tddd|  d| }t|d | }t| D ])\}}|| }|| }	t	
|||	f  t	dt|  t	j||ddd|d q@d S )Nr  r   r  r  rn  r   r   rh   r   r  r   r   r   r   rc  r   g?r   r    )\(?rj   r!   r   markevery=%sr   r  r  lsmsr  )slicerB   gridspecGridSpecr#  rN   r   r   rD  r   r9  titlestrrv   
casescolsgsdeltar1   r.   r  caser  r  r   r   r   test_markevery_linear_scales]  s(   
r  markevery_linear_scales_zoomedc            
      C   s   d ddg dddgt dddd	d
dddg} d}tjt| | d |}d}tddd|  d| }t|d | }t| D ]3\}}|| }|| }	t	
|||	f  t	dt|  t	j||ddd|d t	d t	d q@d S )Nr  r  r  r   rh   r   r  r   r   r   r   r  r  r    r  rj   r!   r   r  r   r  r  r	  )rm  g@)r  g333333?)r  rB   r  r  r#  rN   r   r   rD  r   r9  r  r  rv   rl   rm   r  r   r   r   #test_markevery_linear_scales_zoomedv  s,   

r  markevery_log_scalesc            
      C   s   d ddg dddgt dddd	d
dddg} d}tjt| | d |}d}tddd|  d| }t|d | }t| D ]3\}}|| }|| }	t	
|||	f  t	dt|  t	d t	d t	j||ddd|d q@d S )Nr  r  r  r   rh   r   r  r   r   r   r   r  r  r    r  rj   r!   r   r  r   r   r  r  r	  )r  rB   r  r  r#  rN   r   r   rD  r   r9  r  r  xscaler  rv   r  r   r   r   test_markevery_log_scales  s,   


r  markevery_polarc            	      C   s   d ddg dddgt dddd	d
dddg} d}tjt| | d |}tddd}dtj | }t| D ]+\}}|| }|| }t	j
|||f dd t	dt|  t	j||ddd|d q6d S )Nr  r  r  r   rh   r   r  r   r   r   r   r  r  r    r  r!   T)polarr  r   r  r  r	  )r  rB   r  r  r#  rN   r   r   rD  r   r9  r  r  rv   )	r  r  r  r  r  r  r  r  r  r   r   r   test_markevery_polar  s&   
r  marker_edgesc                  C   sz   t ddd} t \}}|j| t | ddddd |j| d t | ddddd |j| d	 t | ddd
dd d S )Nr   r    rj   zy.      >@r  )r  mewmecr   r   r!   r  )rN   r   r   r   rv   r   r1   r   r   r   r   r   test_marker_edges  s
    $r%  zbar_tick_label_single.pngc                  C   sP   t  } | jddddd ddd}t  \}} t  } | jdddd|d	 d S )
Nr   r    edge0)align
tick_labelr  r|   r  )r(  r)  rl  )r   r4  barr   )r   rl  r   r   r   r   test_bar_tick_label_single  s   
r+  c                  C   s&   t  \} }|ddgtjdg d S )Nr   r    r  )r   r   r*  rN   r"  r   r   r   r   test_nan_bar_values  s   r,  c                  C   s   t  \} }|g g  d S r   )r   r   r*  r   r   r   r   test_bar_ticklabel_fail     r-  zbar_tick_label_multiple.pngc                  C   0   t  } | jddgddgddgddgdd	 d S )
Nr          @r!   r   r   r|   r  centerr~  r)  r(  )r   r4  r*  r  r   r   r   test_bar_tick_label_multiple     
r3  z/bar_tick_label_multiple_old_label_alignment.pngc                  C   s:   dt jd< t } | jddgddgddgdd	gdd
 d S )Nr1  zytick.alignmentr    r0  r!   r   r   r|   r  r2  )rB   r   r   r4  r*  r  r   r   r   *test_bar_tick_label_multiple_old_alignment  s
   

r5  c                 C   s`   |   }g d}g d}dd |D }dd |D }|j||dd |  }|j||dd d S )Nr   g @g333333@r  r  r  gffffff
@g@c                 S      g | ]}t |qS r   r   r   r   r   r   r         z+test_bar_decimal_center.<locals>.<listcomp>c                 S   r8  r   r   r   r   r   r   r     r9  r1  r(  r   r*  r7   r8   r   x0y0r1   r.   r   r   r   test_bar_decimal_center  s   r?  c                 C   sl   |   }g d}g d}dd |D }dd |D }|j||g ddd |  }|j||g ddd d S )	Nr6  r7  c                 S   r8  r   r   r   r   r   r   r     r9  z,test_barh_decimal_center.<locals>.<listcomp>c                 S   r8  r   r   r   r   r   r   r   	  r9  )r   r   r    r    r1  r  r(  r   barhr<  r   r   r   test_barh_decimal_center  s   rC  c                 C   ^   g d}g d}g d}dd |D }|   }|j|||dd |  }|j|||dd d S )Nr6  r7  r  g333333?r    r!   c                 S   r8  r   r   r   r  r   r   r   r     r9  z*test_bar_decimal_width.<locals>.<listcomp>r1  r~  r(  r;  )r7   r8   r1   r.   w0r  r   r   r   r   test_bar_decimal_width     rI  c                 C   rD  )Nr6  r7  rE  c                 S   r8  r   r   rF  r   r   r   r   $  r9  z,test_barh_decimal_height.<locals>.<listcomp>r1  r@  rA  )r7   r8   r1   r.   h0r  r   r   r   r   test_barh_decimal_height  rJ  rL  c                  C   R   t  } | jddgddgdddd}|D ]}| dksJ | d	ks&J qd S )
Nr    r!   r  r   r  r  r  r   r  r   r   r   r   r    r   r   r   r   r4  r*  get_facecolorget_edgecolorr   rectsrectr   r   r   test_bar_color_none_alpha-     rW  c                  C   rM  )
Nr    r!   r  r   r  r  rN  rP  rO  rQ  rT  r   r   r   test_bar_edgecolor_none_alpha5  rX  rY  zbarh_tick_label.pngc                  C   r/  )
Nr    r0  r!   r   r   r|   r  r1  )r  r)  r(  )r   r4  rB  r  r   r   r   test_barh_tick_label=  r4  rZ  c                  C   s^  t  \} }|jtddddtjddd |jtddddtjddtjddd t  \} }|jtddddtjddd	 |jtddddtjddtjddd
 t  \} }|jtdddtdddgtddgtjddd	 |jtdddtdddgtddgdd dD d	 |tdddtjddfgd dS )z>Smoketest that bar can handle width and height in delta units.  r    r   r   hoursr~  r!   )xerrr~  )r  )r  yerrr   c                 S   s   g | ]}t j|d qS )r\  r  r   rs  r   r   r   r   Y  s    z&test_bar_timedelta.<locals>.<listcomp>r  )rj   r  N)	r   r   r*  r  r  rB  rN   r!  broken_barhr   r   r   r   test_bar_timedeltaE  s<   







rc  c                 C   sB   t jdd}| jdd| jdddj}t  tj||d d S )Nr   r!   z1/1/2000r    )years)periodsfreq	positions)	rN   rO   r   
date_range
DateOffsetyearr   r   boxplot)pdrl  rd  r   r   r   test_boxplot_dates_pandas_  s   rn  c                 C   s   ddl m}m} t }|d}tdddg}t|dk r2||d tj	dd	  t|dk st
d
}t
||\}}t|d t|d f}	t
|	d |	d  }
|	|
_z|  ||||
}|j  W |  d S |  w )Nr   )register_matplotlib_converters deregister_matplotlib_converterso   i  r    r  rh   x   )secondsr   )pandas.plottingro  rp  r   r   r   r  r#  appendr  rN   rV   r  r  r_  canvasr   )rm  ro  rp  r   r   timesy_vals	time_axisy_axisr  z_dataimr   r   r   test_pcolor_regressionh  s"   

r}  c                 C   s   |  g dg dg dg dd}| |g d |d< |ddg dg }|j}|d }|d }t \}}|j||dd	d
 |j||ddd d S )N)r[  r[  r[  )r    r    r    r  )rk  monthr  r  )rk  r~  r  dater  rj   r1  rG  oranger  r  )		DataFrameto_datetimegroupbysumindexr   r   r*  rv   )rm  dfmonthlydatesforecastbaseliner   r   r   r   r   test_bar_pandas  s   r  c                 C   sD   | j g dg ddg dd}t \}}|j|jd|jd d S )N)r   r   r  )r   rh  r  )r1   r~  r  r  r   r^  )r  r   r   r*  r1   r~  rm  r  r   r   r   r   r   test_bar_pandas_indexed  s
   r  c                 C   sh   |   }|  }ddg}ddg}ddg}tdD ]}|j|| || d|| d q|j|||d d S )	Nr    r!   r   r1   r   r(  )r   r_  )r_  )r   r   r*  )r7   r8   rZ   r[   r1   r.   hatchesr  r   r   r   test_bar_hatches  s    r  c                 C   sF   | j ddgdd}t|| t|j| t| t|j d S )Nr    r!   float64rP  )Seriesr   rv   r  )rm  r1   r   r   r   test_pandas_minimal_plot  s
   
r  hist_logc                  C   sH   t dddd } t d|  d|  g}t \}}|j|ddd d S )Nr   r    r  r   FT)r  r   )rN   r   concatenater   r   hist)data0rl  r   r   r   r   r   test_hist_log  s   r  c                 C   s   |  dd}| dd}tg dD ]B\}}|d|f d |d|f jdd|d |d|f jdd|d |d|f d |d d |f D ]}|jddd|d	 qHqd S )
Nr!   r   )r*  step
stepfilledr   r   r    histtypeT)r   r  )r   rD  r  r  )r7   r8   r}   r~   r  r  r   r   r   r   test_hist_log_2  s   r  c                  C   s   t d\} }|d jdgddggddd |d d |d jg dddd |d d | j  |d  |d  ksCJ d S )Nr!   r   r    
barstackedr  r   r   r   r    )r   r   r  r  rv  r   rz   r   rF  r   r   r   test_hist_log_barstacked  s   
 r  zhist_bar_empty.pngc                  C      t  } | jg dd d S )Nr*  r  r   r4  r  r  r   r   r   test_hist_bar_empty     r  zhist_step_empty.pngc                  C   r  )Nr  r  r  r  r   r   r   test_hist_step_empty  r  r  zhist_step_filled.pngc            
      C   s   t jd t jdd} d}ddiddidd ii gd }d	gd
 dgd
  }tjdd
d\}}t|||jD ]!\}}}|j| |f|dd| |	d||f  |j
dd q7|d j}	tdd |	D siJ d S )Nr   r  r   rj   r  TFr!   r  r  r  )nrowsncolsr  stackedz%s/%srs  r<   r   r   c                 s   s     | ]}|  | kV  qd S r   )rR  rS  )r   r   r   r   r   	<genexpr>  s    z(test_hist_step_filled.<locals>.<genexpr>)rN   rO   rP   r  r   r   r  rE  r  	set_titler  r  all)
r1   n_binsr  typesr   rF  kg_typer   r  r   r   r   test_hist_step_filled  s   
r  zhist_density.pngc                  C   s6   t jd t jd} t \}}|j| dd d S )NrG   r  Tdensity)rN   rO   rP   r  r   r   r  rl  r   r   r   r   r   test_hist_density  s   r  c                  C   sV   t jd} | d}g d}tj||dd\}}}t j||dd\}}t|| d S )Ni  r   )rg  rh   rZ  r   r    r   T)r  r  )rN   rO   RandomStater  r   r  	histogramr   )rngrs  r  mpl_heightsr  
np_heightsr   r   r   test_hist_unequal_bins_density  s   
r  c                  C   sd   t  dddt  dddgt  dddt  dddgg} t \}}|j| dd |j| dd d S )N  r    r!   T)r  F)r  r   r   r  r  r   r   r   test_hist_datetime_datasets  s   r  bins_preprocessc                 C      | S r   r   r  r   r   r   <lambda>      r  c                 C   s   t | dS )Nr  )rN   asarrayastyper  r   r   r   r        )r  zdatetime.datetimeznp.datetime64c              	   C   s   t  dddt  dddt  dddt  dddgt  dddt  dddt  dddt  dddgg}t  dddt  dddt  dddg}t \}}|j|| |dd	\}}}tj|tj	| |j|| |d
d	\}}}tj|tj	| d S )Ni  r    r      r!   r      T)r  r  F)
r  r   r   r  rN   r   r   r   r  r  )r  rl  
date_edgesr   r   r  r  r   r   r    test_hist_datetime_datasets_bins  s   r  zdata, expected_number_of_histsr    c                 C   sJ   t | \}}}t|}|jdkrd|ksJ d S |jd |ks#J d S )Nr    r   )r   r  rN   r  ndimr  )rl  expected_number_of_histshistsr  r   r   r   test_hist_with_empty_input.  s
   

r  zhisttype, zorderr*  r  r  c                 C   sH   t   }|jddg| d |jsJ |jD ]
}| |ks!J qd S )Nr    r!   r  )r   r   r   r  r  
get_zorder)r  r  r   r   r   r   r   test_hist_zorder<  s   

r  c                 C   s  dd l m} tg d}tg d}| dd }|d j||d d |d j||d dd	 |d || |d j||dd
 |d || |d   |d j||dd
 |d   ddd}|dd }|d j	|t
||d fddi| |d j	t
|d ||fddi| |d j	|t
||d fddi| |d |j|d |d gd|d gfi | |d |j|d |d gd|d gfi | |d dd  |d j	t
|d ||fddi| |d |jd|d g|d |d gfi | |d |jd|d g|d |d gfi | |d dd  |d j	|t
||d fddi| |d |j|d |d gd|d gfi | |d |j|d |d gd|d gfi | |d   |d j	t
|d ||fddi| |d |jd|d g|d |d gfi | |d |jd|d g|d |d gfi | |d   d S )Nr   )rm     r_   %   0   r_   r  r  )	r   r   r  rN  rd  g      @      @g       @      "@r   r!   r  r    r>   )r  r@   r?   r  r   miterbuttsolid_joinstylesolid_capstylerh   	drawstyle
steps-post)matplotlib.lineslinesrN   r!  r   flattenstairssemilogyrV  rv   ru  add_lineLine2Dr  r  )r7   r8   mlinesr.   r1   	test_axesr   ref_axesr   r   r   test_stairsH  s@   
(((22(22(22(22r  c                 C   s  g dg d}}d}|  dd }|d j||dd |d j||d	dd
 |d j|||dd |d j|||d	dd | dd }|d j|t||d ddd |d dd  |d j|t||d ddd |d dd  |d j|t||d t	t
|d | ddd |d |d  |d j|t||d t	t
|d | ddd |d |d  d S )N)r    r!   r   r  r!   )r   r    r!   r   r  r   r|  r!   r   T)r  r    r>   )r@   r  )r  r  r   )r  r@   r  rh   post)r  r  )r   r  r  r'  rN   ru  r  rV  r  ro   r#  )r7   r8   r  r  bsr  r  r   r   r   test_stairs_fillt  s,   ""r  c                 C   s  d}|   }|g d}|| |g d |jtdd d |g dtdd  |g d |d td t| d td	dsQJ t| d	 tds`J |jd
d | jd
ksoJ |  }|jg dd
d}|| d S )N)rg  r  r  r  r  r!   edges)r    r!   r    r   r    r|  r  )	r   r  r  set_datarN   rV   allcloseget_datar  )r7   r8   rm   test_axr  ref_axr   r   r   test_stairs_update  s    
 r  c                 C   s\   |   }|jg dd d |  }ddd}|jtdg dfdd	i| |d
d  d S )N)r   rm  r  r  r  r  r  r  )r   rm  r  r  r  r  r   )r   r  rv   r   r  )r7   r8   r  r  r   r   r   r   test_stairs_baseline_0  s   
 r  c                  C   s>   t   } | g dg |  dksJ |  dksJ d S )N*   )'   r  r  )r   r   r   r  ry   rz   r  r   r   r   test_stairs_empty  s   r  c                   C   sL   t jtdd tddgdtjdg W d    d S 1 sw   Y  d S )NNan values in "edges"rw  r    r!   r   )r   r   rP  r   r  rN   r"  r   r   r   r   test_stairs_invalid_nan  s   "r  c                   C   sH   t jtdd tddgddg W d    d S 1 sw   Y  d S )NSize mismatchrw  r    r!   r   )r   r   rP  r   r  r   r   r   r   test_stairs_invalid_mismatch  s   "r  c                  C   s\   t ddgg d} tjtdd | jdtjdgd W d    d S 1 s'w   Y  d S )Nr    r!   r  r  rw  r  )r   r  r   r   rP  r  rN   r"  r  r   r   r   test_stairs_invalid_update  s   "r  c                  C   sZ   t ddgg d} tjtdd | jtdd W d    d S 1 s&w   Y  d S )Nr    r!   r  r  rw  r   r  )r   r  r   r   rP  r  rN   rV   r  r   r   r   test_stairs_invalid_update2  s   "r   ztest_stairs_options.pngc               
   C   s  t g dt g dt} }| }t j|d< t \}}|j|d | dddd |j|| d d d	dd
dd |j|| ddddd |j|d | d d dddd
dd |j|d d d d d | d 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 t 	dd t
|d!ddd"dd# |j|d d d d d d d$ | d d d d%ddd&d'd(d) |jd*d+ d S ),Nr    r!   r   r  r   rJ  r    r   r   TA)r   r  r%   r  r>   B)r   r  r@   r%   r  r  r!   C)r   r
  r  r%   r   D)r
  r  r  r@   r%   rh      E)r   r
  r  r  r%   r     ri  F)r  r   r
  r  r%   r   r     r   G)r  r   r
  r  r%   r  r  r[  r}  //H)r   r
  r  r  r_  r%   r   r(   )rN   r!  r  rT  copyr"  r   r   r  r   r#  r3   )r1   r.   ynr   r   r   r   r   test_stairs_options  s2   $
&.
4r  ztest_stairs_datetime.pngc               	   C   sF   t jdd\} }|tdttdtd t jdd d S )NT)constrained_layout$   z
2001-12-27z
2002-02-02r   )rotation)r   r   r  rN   rV   r  xticks)fr   r   r   r   test_stairs_datetime  s   r  c                  C   sH   t ddd} t ddd}t | t |d d t jf  }| ||fS )Nrg  r      rr  )rN   r   r7  r   r  )r1   r.   r  r   r   r   contour_dat  s   "
r  contour_hatchingc               
   C   s@   t  \} }}t \}}|j| ||dg dtdddd d S )Nr  )r]  \r  r  grayrn   r   )r  rf   extendr  )r  r   r   contourfr  )r1   r.   r  r   r   r   r   r   test_contour_hatching  s   
r  contour_colorbarc            	   
   C   s   dt jd< t \} }}t  \}}|j| ||tdddt dddd	d
}|j| ||tddddgddd}|j| ||tddddgdd}|j	||d}|
| |j
|dd d S )NFr  gg7A`?r   RdBug333333r  rn   )levelsrf   r:  r;  r  gg^I+r.   r   r!   )r!  r  
linestylesrD  r  r$   )r!  r  rD  r  )erase)r   r   r  r   r  rN   rV   r  r1  r4   	add_lines)	r1   r.   r  r   r   cscs1cs2r:   r   r   r   test_contour_colorbar  s*   

r(  hist2dc                  C   s   dt jd< tjd tjdd d } tjdd }t  \}}|j| |ddd	 | |d
}t  \}}|jddd|dd d S )NFr  r   r   r!   r   rj   Tr  
rasterizedr   r1   r.   )r  rl  r+  )r   r   rN   rO   rP   r  r   r)  )r1   r.   r   r   rl  r   r   r   test_hist2d  s   

r,  hist2d_transposec                  C   sX   dt jd< tjd tdgd } tjdd }t  \}}|j| |ddd	 d S )
NFr  r   r   r   r!   rj   Tr*  )	r   r   rN   rO   rP   r!  r  r   r)  r$  r   r   r   test_hist2d_transpose,  s   
r.  c                  C   s>   t jd\} }t  }|tfD ]
}|j| |dd qd S )Nr  Tr  )rN   rO   r   r   r   r)  )r1   r.   r   objr   r   r   test_hist2d_density:  s
   r0  c                "   @   s  e Zd Zedgddddd Zedgddd	d
 Zedgddgddd Zedgddd Zdd Z	dd Z
ejddd Zdd Zdd Zedgddd Zedgdd d! Zedgdd"d# Zedgdd$d% Zedgdd&d' Zd(d)gd*fd+d,d-g d.d/fd0d1gd*fd1gd2 d*fd3gd4 d/fd3gd2 d/fd3gd5 d6fg d7d/fg d8d/fg d9d*fg d:gd/fg d:gd4 d6fg d:gd2 d/fg d:gd5 d6fg d;gd/fg d;gd4 d6fg d;gd2 d/fg d;gd5 d6fg d;gd4 g d:g d/fg d;d<d=gd6fg d;d<d=d>gd/fg d;d<d=d>g d?gd6fg d;d<d1gd*fg d;d<d=d1gd*fg d;d<d=d>d1gd*fgZejd@edAdB ZejdedgddCdD ZdEdF Zd/S )GTestScatterr"   r   Tre  c                 C   s   t g dt g dg dg dg dd}t \}}|j|d d |d	 d |d
 |d d |j|d d |d	 d |d |d d |jdd	d
d|d d S )Nr   r  r!   rm  r!   r   r!   r   r  r.   r  limern  r         )0.50.60.7z0.8)r1   r.   r$   rt  c2r1   r   r.   r$   rt  r$   rt  r<  )r$   rt  rl  )rN   r!  r   r   r"   )selfrl  r   r   r   r   r   test_scatter_plotB  s   **zTestScatter.test_scatter_plotzscatter_marker.pngrB  c           
   
   C   s   t jdd\}\}}}|jg dg dg dg dg ddd	 |jg dg dg dg dg dtjd
ddd	 d\}}|| tj }tddtj d}tt	|| | t
|| | g}	|jg dg dg dg dg d|	d	 d S )Nr   r  r2  r3  )r    r   r   r.   r  r5  )r  rt  rC  r   )rg  r  gr  rt  )r$   rt  r  rb   r   r'   	fillstylerk  r   r!   r  )r   r   r"   r  r  rN   r   r   column_stackr7  r   )
r>  r   r=  r   r   rxryarear  rI  r   r   r   test_scatter_markerM  s2   
zTestScatter.test_scatter_marker
scatter_2DrD   )rC  rF   c                 C   sP   t d}t d}t ||\}}|| }t \}}|j|||ddd d S )Nr   r!   r  face)r$   rt  r  )rN   rV   r  r   r   r"   )r>  r1   r.   r  r   r   r   r   r   test_scatter_2Df  s   

zTestScatter.test_scatter_2DrE   c           
      C   s   t g d}t g d}t dd |D }t dd |D }g d}g d}| }	|	j||||d | }	|	j||||d d S )	Nr6  r7  c                 S   r8  r   r   rF  r   r   r   r   s  r9  z4TestScatter.test_scatter_decimal.<locals>.<listcomp>c                 S   r8  r   r   rF  r   r   r   r   t  r9  r4  r6  r=  )rN   r!  r   r"   )
r>  r7   r8   r=  r>  r1   r.   r$   rt  r   r   r   r   test_scatter_decimalo  s   z TestScatter.test_scatter_decimalc                 C   s   t t tjddgddgddgd W d    n1 sw   Y  t t tjg dg dg dd W d    d S 1 sBw   Y  d S )Nr    r!   r   r   r  r  )r   r   rP  r   r"   r>  r   r   r   test_scatter_color~  s   "zTestScatter.test_scatter_colorc                 C   sv   t jg dg dg dtjdddg dd}| jd	ks J t| g d
g dg dg t| g d d S )Nr  r    r   r!   z0.1z0.3r9  r   r  rC  r  rZ  ?r$   rb   rD  )r   r  r   r   r   r    r   r   r   r    r   r   r   r    )	r   r"   r  r  get_facecolorsr  r   get_edgecolorsget_linewidthsr>  collr   r   r   test_scatter_unfilled  s   z!TestScatter.test_scatter_unfilledrI  c                 C   sl   t jg dg dg ddg dd}t| |  t| g dg dg d	g t| g d d S )
Nr  rP  rQ  r1   rR  rT  rU  rV  rW  )r   r"   r   rX  rY  rZ  r[  r   r   r   test_scatter_unfillable  s   z#TestScatter.test_scatter_unfillablec                 C   s   t d}tjtdd t|||dd   W d    n1 s"w   Y  tjtdd t|dd  |dd  | W d    n1 sHw   Y  tjtdd t||d W d    d S 1 sgw   Y  d S )Nr  zsame size as x and yrw  r    zfloat array-liker  )rN   rV   r   r   rP  r   r"   )r>  r1   r   r   r   test_scatter_size_arg_size  s   
 "z&TestScatter.test_scatter_size_arg_sizec                 C   sj   t jg ddtjtjgdd}t| dsJ t jg ddtjtjdgdd}t| ds3J d S )Nr  r    rA  r  rJ  r    r   r   r    )r   r"   rN   r"  r?  
same_colorrS  r[  r   r   r   test_scatter_edgecolor_RGB  s   z&TestScatter.test_scatter_edgecolor_RGBc                 C   s   |  }tdd}|dd |jtdtddtjdtjgg d|dd	 |  }tdd}|jd
dgd
dgddgddg|d |jddgddgddgdd d S )Nr  r  rg  r    r  r!   rJ  Tr$   rt  rf   plotnonfiniter   r   r$   rt  rf   )rt  r   r   r   r  set_badr"   r   rN   r"  r>  r7   r8   r   rf   r   r   r   test_scatter_invalid_color  s   $"z&TestScatter.test_scatter_invalid_colorc                 C   s~   |  }tdd}|dd |jtdtddtjdtjgg d|dd	 |  }|jd
dgd
dgddgddg|d d S )Nr  r  rg  r    r  r!   rJ  Frd  r   r   rf  rg  ri  r   r   r   test_scatter_no_invalid_color  s   (z)TestScatter.test_scatter_no_invalid_colorc              	   C   s~   g d}|  }|j|||ddd |  }tjtdd |j|||tddddd	 W d
   d
S 1 s8w   Y  d
S )r9  r  r   r   )r$   r:  r;  r<  rw  r=  rj   )r$   r>  r:  r;  N)r   r"   r   rz  r   r?  r@  r>  r7   r8   r1   r   r   r   r   test_scatter_norm_vminvmax  s   "z&TestScatter.test_scatter_norm_vminvmaxc                 C   s:   |  }|jdddd |  }|jdgdgdgd d S )Nr    r$   )r   r"   )r>  r7   r8   r   r   r   r   test_scatter_single_point  s   z%TestScatter.test_scatter_single_pointc                 C   s^   t d}| }|j||dd|ddd | }|j|dd||ddd d S )Nrj   r!   r   rn  )rN   rV   r   r"   rq   rl  r   r   r   test_scatter_different_shapes  s
   
 $z)TestScatter.test_scatter_different_shapes)r9  Nrgby
conversion)r  N)r  N)NN)r  rB  r  r  N)jaunerr  rs  r  r   r   r   r  )r9  z0.4r:  r;  )r9  r  r:  C5)r9  r   r:  rt  rA  r    r   r   r   r  z0.0rt  r   r    r   zc_case, re_keyc                 C   s   dd }d}ddd}|d u rt jjj|di ||d d S tjt|| d	 t jjj|di ||d W d    d S 1 s>w   Y  d S )
Nc                   S   r   Nr   r   r   r   r   r   get_next_color	  r   z2TestScatter.test_scatter_c.<locals>.get_next_colorr  z!^'c' argument has [0-9]+ elementsz^'c' argument must be a color)r  rr  r[  )r$   r  r  xsizeget_next_color_funcrw  )r   axesAxes_parse_scatter_color_argsr   r   rP  )r>  c_casere_keyrx  ry  REGEXPr   r   r   test_scatter_c	  s    
"zTestScatter.test_scatter_cc                 C   s   g dg}g dg}|  }|jtdtd|d |jtdd td|d |  }|jtdtd|d |jtdd td|d d S )N)r    r   皙?)r    r   r  r   r   r  r  r!   rn  )r   r"   rN   ro   r   )r>  r7   r8   rgbrgbar[   rZ   r   r   r   test_scatter_single_color_c(	  s   

"z'TestScatter.test_scatter_single_color_cc              
   C   s   t d}t \}}tdD ] }|j|t d|d| dd|d d}| |d ks/J q|j|t dddddg tddd d}t| g tddt	j
d	  d S )
Nr   r   r  r1   r   r    )r$   rb   rt  rD  C3lines.linewidth)rN   rV   r   r   r   r"   rJ   rZ  r   r   r   )r>  r1   r   r   r  pcr   r   r   test_scatter_linewidths8	  s   
z#TestScatter.test_scatter_linewidths)__name__
__module____qualname__r   r?  rI  rL  r   rM  rO  r]  r   markr   r^  r_  rc  rj  rk  rm  ro  rp  params_test_scatter_cparametrizer  r  r  r   r   r   r   r1  A  s|    









	
	












+


r1  )r  c                K   s   | ||d ur
||fS i |fS r   r   )r$   ry  r  r  r   r   r   _paramsG	  s   r  _resultz	c, colorszparams, expected_resultr  r  )r$   r  r  rn  ra  r  rB  )r   r   r   r    c                 C   s@   dd }t jjj| d|i\}}}||jksJ t||j d S )Nc                   S   r   rw  r   r   r   r   r   rx  [	  r   z5test_parse_scatter_color_args.<locals>.get_next_colorrz  )r   r{  r|  r}  r$   r   r  )paramsexpected_resultrx  r$   r  _edgecolorsr   r   r   test_parse_scatter_color_argsL	  s   r  zkwargs, expected_edgecolorsr`  rK  r  )r  r  )r$   r  r  )r   r  c                 C   sN   dd }|  dd }|  dd }tjjj||| d|d\}}}||ks%J d S )Nc                   S   r   rw  r   r   r   r   r   rx  v	  r   z@test_parse_scatter_color_args_edgecolors.<locals>.get_next_colorr$   r  r!   )ry  rz  )popr   r{  r|  r}  )r  expected_edgecolorsrx  r$   r  r  result_edgecolorsr   r   r   (test_parse_scatter_color_args_edgecolorsg	  s   
r  c                  C   sj   dd } t jtdd  tg dg dg}tjjj|d i d| d W d    d S 1 s.w   Y  d S )	Nc                   S   r   rw  r   r   r   r   r   rx  	  r   z;test_parse_scatter_color_args_error.<locals>.get_next_colorz&RGBA values should be within 0-1 rangerw  )r   r   r  )r   rh  gffffff?r!   )r  ry  rz  )	r   r   rP  rN   r!  r   r{  r|  r}  )rx  r$   r   r   r   #test_parse_scatter_color_args_error	  s   
"r  c                     s  ddl m  G  fddd} |  }|  }tj|_|  }tjg d|d}t| ks-J tj	t
dd tj|d}W d    n1 sEw   Y  ||u sPJ t  tj	t
dd tj|d}W d    n1 slw   Y  t|tjj ks~J tj	t
dd tj|d}W d    n1 sw   Y  ||u sJ tj	t
dd tj|d}W d    n1 sw   Y  ||u sJ | dksJ tj	t
dd tj|d}W d    n1 sw   Y  ||u sJ t  tjd	|d}t|tjj ksJ t  d S )
Nr   	PolarAxesc                       s    e Zd Zdd Z fddZdS )z#test_as_mpl_axes_api.<locals>.Polarc                 S   s
   d| _ d S )Nr   theta_offsetrN  r   r   r   __init__	  s   
z,test_as_mpl_axes_api.<locals>.Polar.__init__c                    s    d| j ifS )Nr  r  rN  r  r   r   _as_mpl_axes	  s   z0test_as_mpl_axes_api.<locals>.Polar._as_mpl_axesN)r  r  r  r  r  r   r  r   r   Polar	  s    r  r  r  z5Calling gca\(\) with keyword arguments was deprecatedrw  y   )matplotlib.projections.polarr  rN   r   r  r   r{  typer   rz  r   r4  r;  r   	_subplotssubplot_class_factoryget_theta_offsetr9  )r  prjprj2prj3r   
ax_via_gcar   r  r   test_as_mpl_axes_api	  sb   r  c                  C   sZ   t  \} }t  \}}t | |t  u sJ | t  u s!J t |  t | d S r   )r   r   scar4  gcfr;  )fig1r   fig2r   r   r   r   test_pyplot_axes	  s   

r  
log_scalesc                  C   sL   t  \} }|ttdd |jddd |  |jddd d S )Nr   r   r         @r  r  )	r   r   rv   rN   r   r   r  r  rq  r   r   r   r   test_log_scales	  s
   r  c                  C   sT   t  \} }|jddd |jtd | |   kr%dks(J  J d S )Nr   )r  r  r    r    rj   )	r   r   rx   rt   r   r   MultipleLocatorry   rz   r  r   r   r   test_log_scales_no_data	  s   (r  c                  C   s   t  \} }|d tjtdd |dd W d    n1 s#w   Y  |d tjtdd |dd W d    d S 1 sFw   Y  d S )Nr   zAttempted to set non-positiverw  rh   rj   )	r   r   rq  r   rz  r  r  r  r  r   r   r   r   test_log_scales_invalid	  s   

"r  stackplot_test_imagec                  C   s   t  } tddd}d| }d| d }d| d }| ddd}||||| |d |d	 ||||d
}t  \} }|jdddd|d |d |d	 d S )Nr   rj   r   r   r    r  r!   r   rj   )r   F   )r1   rG  r%  y3r1   rG  r%  r  r  )	r   r   rN   r   r   	stackplotr  r  r   )r   r1   rG  r%  r  r   rl  r   r   r   test_stackplot	  s   


r  stackplot_test_baselinec                  C   s   t jd dd } | dd}d|dd d f< tdd\}}|d jtd|jd	d
 |d jtd|jdd
 |d jtd|jdd
 |d jtd|jdd
 d S )Nr   c                 S   s   t || f}t| D ]A}tdD ]:}ddt j   }dt j  d }ddt j   }|d d |f  |t t || | | d   7  < qq|S )Nr   r    r   r!   r   rj   )rN   r  r   rO   exprV   )r  r  r|   r  jr1   r.   r  r   r   r   layers
  s   <z'test_stackplot_baseline.<locals>.layersr   r   rt  r!   r  zeror  ry  symr    r   wiggler  weighted_wiggle)rN   rO   rP   r   r   r  r   r  )r  r  r   rF  r   r   r   test_stackplot_baseline 
  s   

r  c                 C   r  r   r   )rt  r   r   r   r  
  r  c                 C   s   t jd tjjt jjddddfi | }t \}}|	ddr)|
d n|d |	d	d
s<tjd tjd< |j||fi | d S )N  r}  r   )r  r  )meansigmasizevertTr   patch_artistFr  boxplot.boxprops.linewidth)rN   rO   rP   r   cbookboxplot_stats	lognormalr   r   getr  rq  r   bxp)stats_kwargstransform_stats
bxp_kwargslogstatsr   r   r   r   r   _bxp_test_helper
  s   
r  zbxp_baseline.pngrC  )r  r   c                   C   s
   t   d S r   r  r   r   r   r   test_bxp_baseline+
  s   
r  zbxp_rangewhis.pngc                   C      t tddgdd d S )Nr   r   whisr  r  r  r   r   r   r   test_bxp_rangewhis2
     r  zbxp_percentilewhis.pngc                   C   r  )Nr   _   r  r  r  r   r   r   r   test_bxp_percentilewhis9
  r  r  zbxp_with_xlabels.pngc                  C   s   dd } t | d d S )Nc                 S   $   t | tdD ]\}}||d< q| S NABCDr%   r  r  statsrt  r%   r   r   r   r  D
     
z(test_bxp_with_xlabels.<locals>.transform)r  r  r  r   r   r   test_bxp_with_xlabels@
  s   r  zbxp_horizontal.pngr   )rC  r  r   r   c                   C      t tddd d S )NFr  r  r  r   r   r   r   test_bxp_horizontalL
  s   r  zbxp_with_ylabels.png)r  r   r   c                  C      dd } t | tddd d S )Nc                 S   r  r  r  r  r   r   r   r  Z
  r  z(test_bxp_with_ylabels.<locals>.transformFr  r  r  r  r  r   r   r   test_bxp_with_ylabelsU
  s   r  zbxp_patchartist.png)rC  r  r   c                   C   r  )NT)r  r  r  r   r   r   r   test_bxp_patchartistb
     r  zbxp_custompatchartist.pngr   c                   C       t tdtdddddd d S )NTr  r   :)r  r  r
  )r  boxpropsr  r  r   r   r   r   test_bxp_custompatchartistj
     r  zbxp_customoutlier.pngc                   C      t ttdddddd d S )Nr  r  rB  r   rb   mfc)
flierpropsr  r  r   r   r   r   test_bxp_customoutliert
     r   zbxp_withmean_custompoint.pngc                   C   r  )NTr  r  r   r  )	showmeans	meanpropsr  r  r   r   r   r   test_bxp_showcustommean}
  r  r  zbxp_custombox.pngc                   C   r  )Nr  r  r   r   r   r  )r  r  r  r   r   r   r   test_bxp_custombox
  r  r  zbxp_custommedian.pngc                   C   r  )Nr  r  r   r  )medianpropsr  r  r   r   r   r   test_bxp_custommedian
  r  r  zbxp_customcap.pngc                   C   r  )Nr  rB  r   r  )cappropsr  r  r   r   r   r   test_bxp_customcap
  r  r
  zbxp_customwhisker.pngc                   C   r  )Nr  r  r   r  )whiskerpropsr  r  r   r   r   r   test_bxp_customwhisker
  r  r  zbxp_withnotch.pngc                   C   r  )NT)shownotchesr  r  r   r   r   r   test_bxp_shownotches
  r  r  zbxp_nocaps.pngc                   C   r  )NF)showcapsr  r  r   r   r   r   test_bxp_nocaps
  r  r  zbxp_nobox.pngc                   C   r  )NF)showboxr  r  r   r   r   r   test_bxp_nobox
  r  r  zbxp_no_flier_stats.pngc                  C   r  )Nc                 S   s   | D ]}| dd  q| S )Nfliers)r  )r  rt  r   r   r   r  
  s   z*test_bxp_no_flier_stats.<locals>.transformF)
showfliersr  r  r  r   r   r   test_bxp_no_flier_stats
  s   
r  zbxp_withmean_point.pngc                   C   s   t tdddd d S )NTFr  meanliner  r  r   r   r   r   test_bxp_showmean
     r  zbxp_withmean_line.pngc                   C   s   t tdddd d S )NTr  r  r  r   r   r   r   test_bxp_showmeanasline
  r  r  zbxp_scalarwidth.pngc                   C   r  )Nr  widthsr  r  r   r   r   r   test_bxp_scalarwidth
  r  r  zbxp_customwidths.pngc                   C      t tg ddd d S )N)r   r  g?g333333?r  r  r  r   r   r   r   test_bxp_customwidths
     r  zbxp_custompositions.pngc                   C   r  )N)r    r   rm  r  rg  r  r  r   r   r   r   test_bxp_custompositions
  r   r!  c                   C   sB   t t ttdgdd W d    d S 1 sw   Y  d S )Nr    r  r  r   r   rP  r  r  r   r   r   r   test_bxp_bad_widths
  s   "r#  c                   C   sD   t t ttddgdd W d    d S 1 sw   Y  d S )Nr!   r   rg  r  r"  r   r   r   r   test_bxp_bad_positions
  s   "r$  rl  g{Gz?)r   r   c                  C   s   t jd t ddd} t d| dg} t \}}|j| | gddd	 |d
 d| | gi}t \}}|jddd|d |d
 d S )Nr  r  r     r
  '  r    	bootstrapnotchr  r   r1   )r)  r*  rl  	rN   rO   rP   r   hstackr   r   rl  r  )r1   r   r   rl  r   r   r   test_boxplot  s   
r.  zboxplot_sym2.pngc                  C   s~   t jd t ddd} t d| dg} tdd\}\}}|j| | gd	d
d |d |j| | gd	dd |d d S )Nr  r  r  r%  r&  r
  r    r!   r'  ^)r)  r  r+  rB  r,  )r1   r   r   r   r   r   r   test_boxplot_sym2  s   
r0  zboxplot_sym.pngc                  C   sJ   t ddd} t d| dg} t \}}|j| | gdd |d d S )	Nr  r  r%  r&  r
  r  r  r+  )rN   r   r-  r   r   rl  r  r$  r   r   r   test_boxplot_sym'  s
   r2  z$boxplot_autorange_false_whiskers.pngz#boxplot_autorange_true_whiskers.pngc                  C   s   t jd t d} t d| dg} t \}}|j| | gddd |d t \}}|j| | gddd	d
 |d d S )Nr  r%  r   r!   r'  r    r(  )r  r   T)r)  r*  	autorange)	rN   rO   rP   ro   r-  r   r   rl  r  )r1   r  r   r  r   r   r   r   test_boxplot_autorange_whiskers4  s   

r4  c                 C   s\   t ddd}t d|dg}t| | ||g W d    | S 1 s'w   Y  | S )Nr  r  r%  r&  r
  )rN   r   r-  rB   r   rl  )r   rc_dictr1   r   r   r   _rc_test_bxp_helperG  s   
r6  boxplot_rc_parameters)r  rC  r   r   c                  C   s  t jd td\} }i dddddgdd	d
dddddddddddddddddddddddddddddd }d!d"d#gdd$}dd!d!d!dddddddd%d&}|||g}t||D ]	\}}t|| qjtjj	d'd( |d) 
 D v sJ d S )*Nr  r   zboxplot.notchTboxplot.whiskersr   r  zboxplot.bootstrapr'  zboxplot.flierprops.colorr  boxplot.flierprops.markerr   z"boxplot.flierprops.markerfacecolorrB  z"boxplot.flierprops.markeredgecolorzboxplot.flierprops.markersizezboxplot.flierprops.linestyler  zboxplot.flierprops.linewidthr   zboxplot.boxprops.colorr  r  zboxplot.boxprops.linestylezboxplot.capprops.colorr$   zboxplot.capprops.linewidthzboxplot.capprops.linestylezboxplot.medianprops.colorrg  )zboxplot.medianprops.linewidthzboxplot.medianprops.linestyleFr   r   )zboxplot.verticalr8  zboxplot.patchartist-.)r8  zboxplot.showcapszboxplot.showboxzboxplot.showflierszboxplot.showmeanszboxplot.meanlinezboxplot.meanprops.colorzboxplot.meanprops.linewidthzboxplot.meanprops.linestylezboxplot.whiskerprops.colorzboxplot.whiskerprops.linewidthzboxplot.whiskerprops.linestylec                 S   r8  r   )r  ra  r   r   r   r     r9  z.test_boxplot_rc_parameters.<locals>.<listcomp>r    )rN   rO   rP   r   r   r  r6  rB   r  r  get_children)r   r   rc_axis0rc_axis1rc_axis2	dict_listrL  rc_axisr   r   r   test_boxplot_rc_parametersO  s~   	

rA  zboxplot_with_CIarray.pngc                  C   sv   t jd t ddd} t d| dg} t \}}t ddgd	d
gg}|j| | gdd dg|dd |	d d S )Nr  r  r  r%  r&  r
  rz  r  r{        @r'  r   r    )r)  usermediansconf_intervalsr*  r+  )
rN   rO   rP   r   r-  r   r   r!  rl  r  )r1   r   r   CIsr   r   r   test_boxplot_with_CIarray  s   rF  zboxplot_no_inverted_whisker.pngc                  C   sP   t jg dt jd} t }||  |d |jjddd |j	d d S )N)r   i(#  r  X   i^  i@ ix  i  rP  r   Fminorwhich)
rN   r!  r  r   r{  rl  r  r   r  rt   )r1   r   r   r   r   test_boxplot_no_weird_whisker  s   


rK  c                  C   s   t ddd} t d| dg} t \}}tt |j| ddgd W d    n1 s.w   Y  tt |j| | gddgddggd W d    d S 1 sSw   Y  d S )	Nr  r  r%  r&  r
  r    r!   )rC  	rN   r   r-  r   r   r   r   rP  rl  r$  r   r   r   test_boxplot_bad_medians  s    "rM  c                  C   s   t ddd} t d| dg} t \}}tt |j| | gddggd W d    n1 s1w   Y  tt |j| | gddgdggd W d    d S 1 sUw   Y  d S )	Nr  r  r%  r&  r
  r    r!   )rD  rL  r$  r   r   r   test_boxplot_bad_ci  s   "rN  c                  C   sZ   t d} t \}}|| d d  dksJ |j| ddd d  dks+J d S )Nrj   boxesr   r!   r  )rN   rV   r   r   rl  r  )r1   r  r   r   r   r   test_boxplot_zorder  s   
&rQ  c                  C   s   dt jd< dt jd< dt jd< t  \} }td}d|d	< |j|d
d}dD ]}|| D ]
}| dks7J q-q'|d d  dksEJ |d d  dksQJ d S )Nrt  r  r   r9  r/  zboxplot.meanprops.markerr   r  rh   T)r  )whiskerscapsrO  mediansr   r  r   means)r   r   r   rN   rV   rl  
get_marker)r   r   	test_data
bxp_handle	bxp_lines	each_liner   r   r   test_boxplot_marker_behavior  s   



r[  z&boxplot_mod_artists_after_plotting.pngc                  C   sH   g d} t  \}}|j| dd}|D ]}|| D ]}|d qqd S )N)r  r  r  r  gQ?gQ?gQr   r1  r   )r   r   rl  	set_color)r1   r   r   bpkeyr/  r   r   r   &test_boxplot_mod_artist_after_plotting  s   r_  zviolinplot_vert_baseline.pngc                  C   sp   t jd dd tdD } t }|j| tddddd d| i} t \}}|jdtdddd| d d S )	Niec                 S      g | ]	}t jjd dqS r   r  rN   rO   rQ   r   r  r   r   r   r         z1test_vert_violinplot_baseline.<locals>.<listcomp>r  r   rh  r  showextremashowmediansr  )rh  r  rg  rh  rl  )rN   rO   rP   r   r   r{  
violinplotr   )rl  r   r   r   r   r   test_vert_violinplot_baseline  s   
rj  zviolinplot_vert_showmeans.pngc                  C   sB   t  } tjd dd tdD }| j|tddddd d S )Niw5+c                 S   r`  ra  rc  rd  r   r   r   r     re  z2test_vert_violinplot_showmeans.<locals>.<listcomp>r  r    r   rf  r   r{  rN   rO   rP   r   ri  r   rl  r   r   r   test_vert_violinplot_showmeans     
rm  zviolinplot_vert_showextrema.pngc                  C   sB   t  } tjd dd tdD }| j|tddddd d S )Nic                 S   r`  ra  rc  rd  r   r   r   r     re  z4test_vert_violinplot_showextrema.<locals>.<listcomp>r  r   r    rf  rk  rl  r   r   r    test_vert_violinplot_showextrema  rn  ro  zviolinplot_vert_showmedians.pngc                  C   sB   t  } tjd dd tdD }| j|tddddd d S )Nib}&c                 S   r`  ra  rc  rd  r   r   r   r     re  z4test_vert_violinplot_showmedians.<locals>.<listcomp>r  r   r    rf  rk  rl  r   r   r    test_vert_violinplot_showmedians  rn  rp  zviolinplot_vert_showall.pngc                  C   s\   t  } tjd dd tdD }| j|tddddddgdd	gd
dgddggd d S )NiOc                 S   r`  ra  rc  rd  r   r   r   r     re  z0test_vert_violinplot_showall.<locals>.<listcomp>r  r    r   ?r   r  r   r  rh  r  )rh  r  rg  rh  	quantilesrk  rl  r   r   r   test_vert_violinplot_showall  s   
rs  z#violinplot_vert_custompoints_10.pngc                  C   D   t  } tjd dd tdD }| j|tdddddd d S )Ni$c                 S   r`  ra  rc  rd  r   r   r   r   %  re  z8test_vert_violinplot_custompoints_10.<locals>.<listcomp>r  r   rj   rh  r  rg  rh  pointsrk  rl  r   r   r   $test_vert_violinplot_custompoints_10      
rw  z$violinplot_vert_custompoints_200.pngc                  C   rt  )NiYqVc                 S   r`  ra  rc  rd  r   r   r   r   /  re  z9test_vert_violinplot_custompoints_200.<locals>.<listcomp>r  r   r  ru  rk  rl  r   r   r   %test_vert_violinplot_custompoints_200*  rx  ry  zviolinplot_horiz_baseline.pngc                  C   sD   t  } tjd dd tdD }| j|tdddddd d S )Ni\dc                 S   r`  ra  rc  rd  r   r   r   r   9  re  z2test_horiz_violinplot_baseline.<locals>.<listcomp>r  Fr   rh  r  r  rg  rh  rk  rl  r   r   r   test_horiz_violinplot_baseline4  rx  r{  z violinplot_horiz_showmedians.pngc                  C   sD   t  } tjd dd tdD }| j|tdddddd d S )	Nilo/c                 S   r`  ra  rc  rd  r   r   r   r   C  re  z5test_horiz_violinplot_showmedians.<locals>.<listcomp>r  Fr   r    rz  rk  rl  r   r   r   !test_horiz_violinplot_showmedians>  rx  r|  zviolinplot_horiz_showmeans.pngc                  C   sD   t  } tjd dd tdD }| j|tdddddd d S )	Ni&c                 S   r`  ra  rc  rd  r   r   r   r   M  re  z3test_horiz_violinplot_showmeans.<locals>.<listcomp>r  Fr    r   rz  rk  rl  r   r   r   test_horiz_violinplot_showmeansH  rx  r}  z violinplot_horiz_showextrema.pngc                  C   sD   t  } tjd dd tdD }| j|tdddddd d S )	Nie!c                 S   r`  ra  rc  rd  r   r   r   r   W  re  z5test_horiz_violinplot_showextrema.<locals>.<listcomp>r  Fr   r    rz  rk  rl  r   r   r   !test_horiz_violinplot_showextremaR  rx  r~  zviolinplot_horiz_showall.pngc                  C   s^   t  } tjd dd tdD }| j|tdddddddgd	d
gddgddggd d S )Ni"c                 S   r`  ra  rc  rd  r   r   r   r   a  re  z1test_horiz_violinplot_showall.<locals>.<listcomp>r  Fr    r   rq  r   r  r   r  rh  r  )rh  r  r  rg  rh  rr  rk  rl  r   r   r   test_horiz_violinplot_showall\  s   
r  z$violinplot_horiz_custompoints_10.pngc               	   C   F   t  } tjd dd tdD }| j|tddddddd d S )	Ni0c                 S   r`  ra  rc  rd  r   r   r   r   l  re  z9test_horiz_violinplot_custompoints_10.<locals>.<listcomp>r  Fr   rj   rh  r  r  rg  rh  rv  rk  rl  r   r   r   %test_horiz_violinplot_custompoints_10g     
r  z%violinplot_horiz_custompoints_200.pngc               	   C   r  )	Ni<9!c                 S   r`  ra  rc  rd  r   r   r   r   v  re  z:test_horiz_violinplot_custompoints_200.<locals>.<listcomp>r  Fr   r  r  rk  rl  r   r   r   &test_horiz_violinplot_custompoints_200q  r  r  c                  C   sh   t  } tjd dd tdD }tt | j	|tdd W d    d S 1 s-w   Y  d S )Ni@ 3c                 S   r`  ra  rc  rd  r   r   r   r     re  z1test_violinplot_bad_positions.<locals>.<listcomp>r  r   rg  
r   r{  rN   rO   rP   r   r   r   rP  ri  rl  r   r   r   test_violinplot_bad_positions{  s   "r  c                  C   sn   t  } tjd dd tdD }tt | j	|tdg dd W d    d S 1 s0w   Y  d S )NiA#c                 S   r`  ra  rc  rd  r   r   r   r     re  z.test_violinplot_bad_widths.<locals>.<listcomp>r  r  )rh  r  r  rl  r   r   r   test_violinplot_bad_widths  s   "r  c                  C   sn   t  } tjd tjjddg}tt | j	|ddgddggd W d    d S 1 s0w   Y  d S )	Nil r   rb  r   r   r   r  rr  
r   r{  rN   rO   rP   rQ   r   r   rP  ri  rl  r   r   r   test_violinplot_bad_quantiles  s   "r  c                  C   s   t  } tjd tjjddg}tt | j	|g dgd W d    n1 s,w   Y  tt | j	|g dgd W d    d S 1 sLw   Y  d S )Niq4r   rb  )r   r   r   ?r  )gr   r   r|  r  rl  r   r   r   $test_violinplot_outofrange_quantiles  s   "r  c                 C   sV   t jd t jjddg}|  }|j|g dd | }|j|g dgd d S )N+r   rb  )r   r   rq  r  )rN   rO   rP   rQ   r   ri  )r7   r8   rl  r   r   r   r   %test_violinplot_single_list_quantiles  s   r  c                 C   s   t jd |jt jjddg dd}|jt jjddtdd}|t jjdd}|  |||g | |j|j|jg d S )	Nr  r  rb  )r  r  r  rm  r   r  r   r  r  	ABCDEFGHIr  )	rN   rO   rP   r  rQ   r  r   ri  values)r7   r8   rm  s1s2s3r   r   r   test_violinplot_pandas_series  s   r  c                  C   sz   t  \} }|dd | }tjd tjddd}tjddd}|j||gddgdd	 | }t	|| d S )
Nr   r  rj   r   r  r    r!   F)rh  manage_ticks)
r   r   r  ry   rN   rO   rP   rQ   rl  r   )r  r   old_xlimrG  r%  new_xlimr   r   r   test_manage_xticks  s   r  c                  C   s   t  \} }|jtjddgd |jtjddgd | j  | dks+J t	|
 ddgks7J dd | D dd	gksFJ d S )
Nr   r   rg  r   )r0  r  c                 S      g | ]}|  qS r   get_textra  r   r   r   r     r9  z+test_boxplot_not_single.<locals>.<listcomp>r   5)r   r   rl  rN   rO   r   rv  r   ry   r  
get_xticksr  r   r   r   r   test_boxplot_not_single  s   
"r  c                  C   s@   t ddgddg tjddi t } t j| ddd d S )Nr   r    z	font.sizeP   raw)r  format)r   rv   rB   r   updateioBytesIOsavefigr  r   r   r   test_tick_space_size_0  s   r  )errorbar_basicerrorbar_mixedr  c            
   	   C   s  t ddd} t |  }ddt |   }d| }t }| }|j| |ddd |d tj	ddd	d
\}}|d }|j| ||dd |d |j
dd |d }|j| ||ddd |d |d }|j| ||d| g|d| gdd |d |d }|d t d|| }|| }|j| ||d| g|dddd |d |d | |d}	t }| }|jdd dd|	d! |d d S )"Nr   r  r   r   rh  )r_  r`  z&Simplest errorbars, 0.2 in x, 0.4 in yr!   T)r  r  rS  r  r   r`  r   zVert. symmetricnbinsry  )r_  r   r  zHor. symmetric w/ alphar  z--or`  r_  r   zH, V asymmetricr  r   re  rB  )r`  r_  r   ecolorcapthickzMixed sym., log yzVariable errorbarsr   r1   r.   r_  r`  rl  )rN   rV   r  r,  r   r   r4  r  r  r   locator_paramsr  maximumsuptitle)
r1   r.   r`  r_  r   r   rF  ylower
yerr_lowerrl  r   r   r   test_errorbar  sB   


$




r  c                  C   s   t  \} }td}d| }|j||d d\}}}|j|d| d d\}}}||d| \}t| tdks>J t| tdksLJ t| tdksZJ d S )Nrj   r!   rn  r  r(  C1C2)	r   r   rN   rV   r  rv   r?  to_rgba	get_color)r  r   r1   r.   r  r  r  ln1r   r   r   test_errorbar_colorcycle  s   
 r  c              
      s   t ddd  fddtdD }|  }| }t|g dD ]\}}|j ||d dd	d
d |j ||d dd	|d
d q!d S )Nr   r  r   c                    s   g | ]
}t   | qS r   )rN   r  r   r  r1   r   r   r   %  r  z.test_errorbar_cycle_ecolor.<locals>.<listcomp>)r(  r  r  r  r  r  r   r[  )r`  r   rb   r  )r`  r   rb   r   r  )rN   rV   r   r   r  r  )r7   r8   r.   axtaxryir   r   r  r   test_errorbar_cycle_ecolor"  s   r  c                  C   s  t  } |  }tddd}t| }ddt|  }t|d| fj}d| }t	
t |j|||dd W d    n1 sEw   Y  t	
t |j|||dd W d    n1 scw   Y  t	
t |j||||dd	 W d    d S 1 sw   Y  d S )
Nr   r  r   r   r!   r   r  )r_  r   r  )r   r   r4  rN   rV   r  r,  vstackr  r   r   rP  r  )r   r   r1   r.   yerr1r`  r_  r   r   r   test_errorbar_shape1  s    "r  errorbar_limitsc                  C   s\  t ddd} t |  }d}d}d}t \}}|j| ||||dd t | }d|g d	< |j| |d ||||d
d t | }d|g d< |j| |d ||||dd |j| |d dd|||||dd
 d}t | d}d|ddg< |}	|}
t | }t | }d|dg< d|dg< |j| |d dd|||	|
||ddddd |d |	d d S )Nr   r  r   r   dottedr   )r_  r`  r
  r   T)r    r   r  r   )r_  r`  uplimsr
  r   )r!   r  r  r   r  )r_  r`  lolimsr
  r   r   r   r  magenta)rb   r  r_  r`  r  r  r
  r   r   r   rm   @r  r   cyan)rb   r  r_  r`  xlolimsxuplimsr  r  r
  r#  capsizer   )r   r  zErrorbar upper and lower limits)
rN   rV   r  r   r   r  
zeros_like	full_liker  r  )r1   r.   r_  r`  r
  r   r   r  r  r  r  r   r   r   test_errorbar_limitsC  sH   






r  c                  C   sd   t d} t d}tj| |dddd\}}}|d u sJ |D ]}t | tdks/J qd S )Nr   r    r  )r_  r`  r   r(  )rN   rV   r   r  r  r  r?  r  )r1   r.   plotliner  barlineserrbarr   r   r   test_errobar_nonefmtr  s   

r  c                  C   s`   t d} t d}tj| |ddddddddd	d
d\}}}| dks&J | dks.J d S )Nr   r    Nonert  rJ   z	steps-midroundr  r  bevel)
r_  r`  r
  rb   rD  r  dash_capstyledash_joinstyler  r  )rN   rV   r   r  get_fillstyleget_drawstyle)r1   r.   r  r  r   r   r   "test_errorbar_line_specific_kwargs}  s   

r  c              	   C   s  |  }|jg dg dddddd |jg dg ddd	d
ddd |jg dg ddddddd |dd tg dg dg dg dd}tjd|d |   }|jg dg ddd |jg dg ddd	d |jg dg dddd |dd d S )N)r!   r  rj   r  r   r  rt  rg  )r1   r.   r`  r
  rb   r  )r!   r   r  z	tab:greenr  r.   )r1   r.   r`  r   r
  rb   r  r  r   rm  ztab:bluer:  r   r$   )r1   r.   r`  r   r
  rb   r  r    r  )r  r  r:  )rt  rt  r   )rg  r.   r$   )r  rB  r  )r
  rb   r  r   r{  )
prop_cycle)r1   r.   r`  )r1   r.   r`  r   )r1   r.   r`  r   )r   r  r  r
   r   rc)r7   r8   r   _cycler   r   r   test_errorbar_with_prop_cycle  s(   r  c                  C   s8  t ddd} | d|   }|d }t  }tjtdd |j| ||dd W d    n1 s2w   Y  tjtdd |j| ||d	d W d    n1 sRw   Y  tjtd
d |j| ||ddgd W d    n1 stw   Y  tjtdd |j| ||dd W d    d S 1 sw   Y  d S )Nr   r    r   rm  znot a tuple of two integersrw  r  )
errorevery)rS  r   znot a valid NumPy fancy indexFTznot a recognized valuefoobar)	rN   r   r   r   r   r   r   rP  r  )r1   r.   r`  r   r   r   r   test_errorbar_every_invalid  s    "r  c           	   
   C   s6  t ddd}|d|  }|d }| }|  }tdg dD ]8\}}|d7 }|j||||dfd|d	 |j|||d
d |j||d d ||d d ||d d d|dd q |j||d |dddd |j|dd d |dd d d dd
d |j||d |ddd |j||d |tdd dtd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 d |dd d dddd |j||d |g dd g 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 d |dd d dddd d S )Nr   r    r   rm  rgbk)r   r   r!   r  r  r  )r  r  r$   r  )r$   r  r  )r  r$   r   r   )r    r  r   )r  r  r   rP  )r  r   r   r!   r   r(  )r  r  r  r$   r   )FTFr   r  )rN   r   r   r  r  rv   r  )	r7   r8   r1   r.   r`  r[   rZ   r   shiftr   r   r   test_errorbar_every  sB   (*
,,
,,
r  
elinewidthr  c                 C   s"   t jg dg dg d| d d S )Nr  )r`  r  )r   r  )r  r   r   r   test_errorbar_linewidth_type  s   "r  hist_stacked_stepfilledc                  C   sj   t ddd} t ddd}t \}}|j| |fddd	 d
| |fi}t \}}|jd
dd|d d S )Nr    r   r  r   rj   rt  r  Tr  r1   )r  r  rl  rN   r   r   r   r  )d1d2r   r   rl  r   r   r   test_hist_stacked_stepfilled  s   r  hist_offsetc                  C   sH   t ddd} t ddd}t \}}|j| dd |j|d	d d S )
Nr   rj   rt  r    r   r  r   r  r   r  r  r  r   r   r   r   r   test_hist_offset  s
   r  zhist_step.pngc                  C   sD   t ddd} t \}}|j| dd |dd |dd	 d S )
Nr    r   r  r  r  r   rj   rh   r   )rN   r   r   r   r  r  r  r  r   r   r   r   r   test_hist_step  s
   r  zhist_step_horiz.pngc                  C   @   t ddd} t ddd}t \}}|j| |fddd	 d S )
Nr   rj   rt  r    r   r  r  r>   )r  r@   r  r  r   r   r   test_hist_step_horiz	     r  hist_stacked_weightsc                  C   sb   t ddd} t ddd}t ddd}t d	d
d}t \}}|j| |f||fddd d S )Nr   rj   rt  r    r   r  re  rB  r  r   r  T)weightsr  r  r  )r  r  w1w2r   r   r   r   r   test_hist_stacked_weighted  s   r  use_line_collectionzw/ line collectionzw/o line collectionzstem.pngc              	   C   sJ   t ddt j d}t \}}|j|t |dddd| d |  d S )	Nr   r!   r   C2-.zk+C1-. )linefmt	markerfmtbasefmtr%   r  )rN   r   r   r   r   stemr7  r3   r  r1   r   r   r   r   r   	test_stem  s   r  c                  C   s^   t  \} }ttd}ttd}|| ||| |||d |j||ddd d S )Nrj   r  zb--)r  )r   r   r  r   r  )r   r   r1   r.   r   r   r   test_stem_args,  s   
r  c                  C   sB   t dd\} }tjdtjdg}ddg}|||d d S )Nr    z2013-9-28 11:00:00z2013-9-28 12:00:00r   r  z*-)r   r   dateutilparserparser  )r   r   xsysr   r   r   test_stem_dates9  s   

r  zstem_orientation.pngc              	   C   sB   t ddt j d}t \}}|j|t |ddd| dd d S )	Nr   r!   rt  r  kxr   r>   )r  r  r  r  r@   )rN   r   r   r   r   r  r7  r  r   r   r   test_stem_orientationA  s   
r  hist_stacked_stepfilled_alphac                  C   sB   t ddd} t ddd}t \}}|j| |fddd	d
 d S )Nr    r   r  r   rj   rt  r  Tr   )r  r  r  r  r  r   r   r   "test_hist_stacked_stepfilled_alphaM  s   r  hist_stacked_stepc                  C   r  )
Nr    r   r  r   rj   rt  r  Tr  r  r  r   r   r   test_hist_stacked_stepV  r  r  hist_stacked_normedc                  C   s@   t ddd} t ddd}t \}}|j| |fddd d S )	Nr    r   r  r   rj   rt  T)r  r  r  r  r   r   r   test_hist_stacked_density_  r  r  zhist_step_bottom.pngc                  C   s4   t ddd} t \}}|j| t ddd d S )Nr    r   r  rj   r  )r<   r  )rN   r   r   r   r  rV   r  r   r   r   test_hist_step_bottomh  s   r  c                  C   s   g d} g d}t j|| dd\}}\}ddgddgddgddgddgddgddgddgddgddgddgddgddgg}t| | d S )	Nr   r    r!   r   r   r   r    r    r    r!   r  r  r  r   r!   r    r   r   r  r   get_xyr  rl  r  polygonrn  r   r   r   test_hist_stepfilled_geometryp  s   *$r  c               	   C   sn   g d} g d}t j|| dd\}}\}ddgddgddgddgddgddgddgddgg}t| | d S )	Nr  r  r  r  r   r!   r    r   r  r  r   r   r   test_hist_step_geometry{  s   4r   c                  C   s   g d} g d}t j|| g ddd\}}\}ddgddgddgdd	gd
d	gd
dgddgddgd
dgd
d
gdd
gddgddgg}t| | d S )Nr  r  r    r!   r   r  r  r<   r  r   r    r   r   r!   r0  r   r  r  r   r   r   $test_hist_stepfilled_bottom_geometry  s   *$r#  c               	   C   st   g d} g d}t j|| g ddd\}}\}ddgddgddgdd	gd
d	gd
dgddgddgg}t| | d S )Nr  r  r!  r  r"  r   r    r   r   r!   r0  r   r  r  r   r   r   test_hist_step_bottom_geometry  s   4r$  c                  C   s  g d} g d}g d}t j||g| ddd\}}}t|dks"J |d \}ddgddgd	dgd	d
gdd
gdd	gd
d	gd
dgddgddgd	dgd	dgddgg}t| | |d	 \}ddgdd
gd	d
gd	dgddgddgd
dgd
d	gdd	gdd
gd	d
gd	dgddgg}t| | d S )Nr  r  r  Tr  r  r  r  r!   r   r    r   r  r   r  r#  r   r  r  data_1data_2r  r  r  rn  r   r   r   %test_hist_stacked_stepfilled_geometry  s&   

*$
*$r*  c               	   C   s   g d} g d}g d}t j||g| ddd\}}}t|dks"J |d \}ddgddgd	dgd	d
gdd
gdd	gd
d	gd
dgg}t| | |d	 \}ddgdd
gd	d
gd	dgddgddgd
dgd
d	gg}t| | d S )Nr  r  r  Tr  r%  r!   r   r    r   r  r&  r'  r   r   r   test_hist_stacked_step_geometry  s   

4
4r+  c                  C   s"  g d} g d}g d}t j||g| dg ddd\}}}t|dks%J |d	 \}d	d
gd	dgd
dgd
dgddgddgddgddgddgddgd
dgd
d
gd	d
gg}t| | |d
 \}d	dgd	dgd
dgd
dgddgddgddgddgddgddgd
dgd
dgd	dgg}t| | d S )Nr  r  r  Tr!  r  r  r  r<   r  r!   r   r    r   r   r0  r   r  rm  rB  r&  r'  r   r   r   ,test_hist_stacked_stepfilled_bottom_geometry  s(   

*$
*$r-  c               	   C   s   g d} g d}g d}t j||g| dg ddd\}}}t|dks%J |d	 \}d	d
gd	dgd
dgd
dgddgddgddgddgg}t| | |d
 \}d	dgd	dgd
dgd
dgddgddgddgddgg}t| | d S )Nr  r  r  Tr!  r  r,  r!   r   r    r   r   r0  r   r  rm  rB  r&  r'  r   r   r   &test_hist_stacked_step_bottom_geometry  s    

4
4r.  hist_stacked_barc                  C   sn   g dg dg dg dg dg dg} g d}g d}t  \}}|j| d	d
d||d |jdddd d S )N)r   r   r   r   r  @  i  r  r  rj  6  ri  )r     rt  r  r   i  )rr  rr  rr  r%  r%  r     )r  r  r  r  r  r  r   r   r   r   rj   r  )+  r4  r4  r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r  r  r  r  r  r  r  r  ))gXxn?r   rc  )rc  r   g `p?)rc  r   gǟ?)rc  gˢ`?r   )gC?rc  r   )gK?rc  r   )r   r  z yellowr  r[  rj   r  mid)r  r  r(  r   r%   zupper right)r   r   r    )r)   bbox_to_anchorncol)r   r   r  r3   )r  r  labelsr   r   r   r   r   test_hist_stacked_bar  s   r9  c                  C   sD   t ddg} tjddgddggdd| d |  ddgks J d S )Nrj   r  r   r    r!   r  )r  r<   )rN   r!  r   r  tolistr  r   r   r   %test_hist_barstacked_bottom_unchanged  s   r;  c                  C   s,   t  \} }|jg tdtdgdd d S )Nrj   r  r  )r   r   r  r   r   r   r   r   test_hist_emptydata
  s    r<  c                  C   s   t  \} }|jddgdd\}}}|d  dksJ |jddgdgd\}}}|d  dks3J |jddgd d\}}}|d  dksIJ |jddgdd\}}}|d  dks_J |jddgdd\}}}|d  dksuJ d S )Nr   r    r  r'  
_nolegend_00)r   r   r  	get_label)r   r   r  barsr   r   r   test_hist_labels  s   rA  transparent_markersc                  C   s:   t jd t jd} t \}}|j| dddd d S )Nr   rt  r  r  r   )r  ri   rN   rO   rP   r   r   rv   r  r   r   r   test_transparent_markers  s   rD  rgba_markersc               	   C   s   t jdd\} }ddg}ddg}d dg}tdd	d
}t|D ]?\}}t|D ]6\}}	t|D ]-\}
}|| j|d |
d df||	|d| || j|d |
d df|	|d| q.q&q|D ]	}|g d q`d S )Nr!   r@  ra  ru  r  )r   r   r    r   r   r   r  )r  r"  r    r   )r  r#  r  r   r1   )r#  r  )rh   r  r   r   )r   r   r  rD  rv   rL  )r   rF  rcolorsbcolorsalphaskwr  r  r  rcolorrg  bcolorr   r   r   r   test_rgba_markers'  s&   *rL  mollweide_gridc                  C   s    t  } | jdd}|  d S )N	mollweider  )r   r   r   r  r   r   r   r   test_mollweide_grid8  s   rO  c                  C   s   t  } | jdd}ttj tjd}ttj d tjd d}t||\}}t| | fj	}|j
|}|j
 |}tj||d d S )NrN  r  r  r   r3  r   )r   r   r   rN   r   r   r  r  r  r  transProjectionr  invertedr   r   )r   r   lonlatllrn  ll2r   r   r   &test_mollweide_forward_inverse_closureA  s   rV  c                  C   sz   t  } | jdd}tddd}t||\}}t| | fj}|j	
 |}|j	|}tj||d d S )NrN  r  r   r      r   )r   r   r   rN   r   r  r  r  r  rP  rQ  r  r   r   )r   r   r1   r.   rn  rT  xy2r   r   r   &test_mollweide_inverse_forward_closureW  s   rY  
test_alphac               	   C   s   t jd t jd} t \}}|j| dg dg dddd |j| d	 dg dg dddd
d |j| d dg dg ddddd |j| d dg dg dddd |j| d dg dg dddd d S )Nr   rt  z-DrA  ru  r  rj   )r   r  ri   r  r!   r    )r   r  ri   r  r  r  r   rm  r  rC  r  r   r   r   rZ  l  s(   
	eventplotc                  C   sP  t jd t jddg } t jddg }| | }t|}g dgt|  }g dg dg dg d	g d
g dg}|| }dt dt| d  }g d}| | }	dgt|  }
g d}|
| }t }| }|j	|||	|d}t|}||ksJ |||	|d}t }| }|j	dddd|d}t|}||ksJ d S )Nr   r_   r  rm  )r   r    r  rA  rv  r  )r    r|  r   )r    r   r    )r   r    r    r}  gQ?)irg  r    r   rm  rj   )r   r!   r    r    r   r   )r  lineoffsetslinelengths)r   r$   lorT  r   r$   r^  rT  )r  r\  r]  rl  )
rN   rO   rP   r:  r#  rV   r   r   r   r[  )r  data2rl  num_datasetscolors1colors2r  lineoffsets1lineoffsets2r\  linelengths1linelengths2r]  r   axobjcollsnum_collectionsr   r   r   test_eventplot  sF   

rj  ztest_eventplot_defaults.pngc                  C   sZ   t jd t jddg } t jddg }| | }t }| }|| dS )zf
    test that eventplot produces the correct output given the default params
    (see bug #3728)
    r   r_   r  rm  N)rN   rO   rP   r:  r   r   r   r[  )r  r_  rl  r   rg  r   r   r   test_eventplot_defaults  s   rk  r  ))r9  )z
tab:orangeztab:pinkztab:cyanbLacK)r  rv  N)r    r   r    r   c                 C   s   dgdgdgdgg}dd | D }t |dkr|d }tt|t |df}t \}}t | dkr8| d } |j|| d}t||D ]\}}t	|
 | qDd	S )
zBTest the *colors* parameter of eventplot. Inspired by issue #8193.r   r    r!   r   c                 S   s   g | ]
}|d ur
|ndqS )Nr(  r   r   r$   r   r   r   r     r  z)test_eventplot_colors.<locals>.<listcomp>r  r  N)r#  rN   broadcast_tor?  to_rgba_arrayr   r   r[  r  r   r  )r  rl  expectedr   r   r2  r\  r   r   r   r   test_eventplot_colors  s   rr  z!test_eventplot_problem_kwargs.pngc              	   C   s   t jd t jdg }t jdg }||g}t }| }|j|ddgddgdd	gd	dgd
dgddgd t| dksDJ t	dd | D sOJ dS )z
    test that 'singular' versions of LineCollection props raise an
    IgnoredKeywordWarning rather than overriding the 'plural' versions (e.g.
    to prevent 'color' from overriding 'colors', see issue #4297)
    r   r  rj   r  r  r$   r  r!   r    r   dasheddashdotr  )r  r   rD  r	  r"  r   r   c                 s   s    | ]	}t |jtV  qd S r   )
issubclasscategoryr   )r   wir   r   r   r    s    z0test_eventplot_problem_kwargs.<locals>.<genexpr>N)
rN   rO   rP   r:  r   r   r   r[  r#  r  )recwarnr  r_  rl  r   rg  r   r   r   test_eventplot_problem_kwargs  s$   	ry  c                  C   s.   t dd\} }|jg gdgd t   d S )Nr    )rc  rc  rc  rc  rn  )r   r   r[  r   r   r   r   r   test_empty_eventplot  s   rz  rl  r@   )_emptyverticalr>   Nr  c                 C   sz   |dkri nd|i}t dd\}}|dv rttnt  |j| fi | W d   n1 s2w   Y  t   dS )z#Introduced when fixing issue #6412.r{  r@   r    )Nr  N)r   r   r   rz  r   r   r[  r   )rl  r@   optsr   r   r   r   r   test_eventplot_orientation  s   
r~  zmarker_styles.pngc               	   C   sv   t  \} }tttjjjdd dD ]%\}}|j|d d t	dd  t
dd | d|d|d  |d qd S )	Nc                 S   s   t t| t |  S r   )r  r  r  r   r   r   r    r9  z$test_marker_styles.<locals>.<lambda>)r^  r!   r   rj   r   )r   rb   ri   r%   )r   r   rD  sortedrB   markersr  rv   rN   rV   ro   )r   r   r.   rb   r   r   r   test_marker_styles  s   .r  zrc_markerfill.pngc                  C   sP   t  \} }td}tg dD ]\}\}}|tjd< |j|| |d qd S )Nr  ))r'   rt  )r<   r   )r  r/  zmarkers.fillstyler  )r   r   rN   rV   rD  rB   r   rv   )r   r   r1   idxr   rb   r   r   r   test_markers_fillstyle_rcparams  s   

r  zvertex_markers.pngc                  C   sr   t td} d}g d}t \}}|j| d|dd |j| d d d d|dd |ddg |ddg d S )Nrj   ))rh   rh   r  r  r  r   rg  r  rh   r  )r  r   r   r   rv   r  r  )rl  marker_as_tuplemarker_as_listr   r   r   r   r   test_vertex_markers%  s   r  vline_hline_zordererrorbar_zorderx86_64c                  C   s  t td} t }| }|j| ddd |jddddd |jddddd |jdd	ddd |jd
dddd |d t }| }t td} t	
d}t td}|j| ||dddd tdD ]}|j|dd|d |j| dd|d qg|d d S )Nrj   r   )r  r  r    r  )r   r  r  r   r  r  r!   rg  r   zaxvline and axhline zorder testr  )r`  r  r  r   )r  r   r  zerrorbar zorder test)r  r   r   r   r4  rv   rX   axvliner  rN   r  r  )r1   r   r   r.   r`  r  r   r   r   test_eb_line_zorder1  s&   

r  c                 C   s   |   }|jddd |ddgddgd |jddd	d
 |  }|jddd |ddgddgd |jddgddgd	d
 d S )N)r   rj   )ru  r    r  r   r  z.-)r    ru  )rj   re  rg  rn  r    rj   ru  re  )r   rx   rU  axliner7   r8   r   r   r   r   test_axline_loglogO  s   r  c                 C   s   |   }|jddd |dd |jdddd |jdd	d
d |jdddd |jdddd |jdtddd |  }|jddd |ddgddg |jddd |jdd
d |jddd |jddgddgdd |jddd d S )Nr  r  r  r  r  r  r  )r   r   r    r   r  )gffffffrZ  r   r  )sloper   )r    rZ  rZ  C4)rZ  r    infrt  rh   r    r   )r   rx   r  rT  rv   rX   r  r  r   r   r   test_axline\  s    r  c                 C   s   |   }|jddd |jdd|jd |jddd|jd |jd	d
d|jd |jddd|jd |  }|jddd |ddgddg |jd
dgdd
gdd |jddgd
d
gdd |jd
d
gddgdd d S )Nr  r  r  r    r  r  r  r  r  r   r  r   r   r   r  )r   r   )r   r    r  )r   r  rh   r  )r   rx   r  r  rv   r  r   r   r   test_axline_transaxess  s   r  c                 C   s   |   }|jddd |jdd|jd |jddd|jd	 |jdd
d|jd	 |jddd | dd |  }|jddd |dd |d
dgd
dg |jd
dgd
dgdd |jd
dgddgdd d S )Nr  r  r  r    r  r  r!   r  r  r   r  )r   r   r  r   r   rj   r  )r   rx   r  r  set_size_inchesrv   r  r   r   r   test_axline_transaxes_panzoom  s   r  c                  C   sV  t  \} }tt |d W d   n1 sw   Y  tt |jdddd W d   n1 s8w   Y  |d tt |jddd W d   n1 sYw   Y  |d |d tt |jddd W d   n1 sw   Y  |d tt |dd t 	  W d   dS 1 sw   Y  dS )z3Exactly one of *xy2* and *slope* must be specified.r  Nr  r    )r  r   rp  )
r   r   r   r   r   r  rq  r  rP  r   r   r   r   r   test_axline_args  s*   




"r  )vlines_basicvlines_with_nanvlines_maskedc                  C     g d} g d}t  \}}|j| d|ddd g d}dd	d
dtjdg}t jd
dd\}\}}}	|j|d|ddd g d}
tjdd	d
ddg}|j|
d|dd
dd g d}tjdd	d
dtjg}|	j|d|ddd ||||	fD ]}|dd qq| | ksJ | | ksJ | |	 ksJ t  \}}tjg dd}tjg dd}tjg dd}|j|||ddd |dd d S N)r!   r   r  r   r  )r!   r   r  r!   r   rB  r   r  r	  )r!   r   r  r   rm  r  r!   r  r   r  )r  r  )r  r  r  r  )r  r	  r   rg  rj   )r!   r  rm  r  rj   r}  )r   r    rh   r   r!   r    )r  r  r   r     r  r  r   )	r   r   rW   rN   r"  r  rz   r	   masked_equal)rW  rG  r  r   r$  r%  r  r   r   r  x3r  x4y4r   fig3ax5x5ymin5ymax5r   r   r   test_vlines  2   r  c                  C   d   t  \} }tddi |ddd}tj| ds J W d    d S 1 s+w   Y  d S Nzlines.colorr  r   r   r    )r   r   r   r   rW   r  rb  r  r   r   r  r   r   r   test_vlines_default  
   "r  )hlines_basichlines_with_nanhlines_maskedc                  C   r  r  )	r   r   hlinesrN   r"  r  ry   r	   r  )rG  rW  r  r   r%  r$  r  r   r   r  r  r  r  r  r   r  r  y5xmin5xmax5r   r   r   test_hlines  r  r  c                  C   r  r  )r   r   r   r   r  r  rb  r  r  r   r   r   test_hlines_default  r  r  r   r  r  c                 C   s   g d}|  dddj|dd|dd |  dddj|dd|dd g d}g d}| dddj|dd|dd | dddj|dd|dd d S )	N)r  r   r   ri  r  r!   r    r   r   r  )r    r!   r   r   )r  r   r   r  )r   rW   r  )r7   r8   rl  test_colors	expect_xyexpect_colorr   r   r   test_lines_with_colors
  s   
r  step_linestylec               	   C   sN  t d } }tdd\}}| }g d}t||D ]4\}}|j| |d|dd |j| |d d|dd |j| |d d|d	d |d
dg |d
dg q| ||d |d d}tdd\}}| }g d}t||D ]3\}}|jddd|d|d |jddd|d|d |jddd|d	|d |d
dg |d
dg qqd S )Nrj   r!   )r  r  r:  r  r   pre)r  r   r^  r    r5  r  rh   r  )r  Y0Y1Y2r  r  )r  r   r^  rl  r  r  )	rN   rV   r   r   r  r  r  r  r  )r1   r.   r   ax_lst	ln_stylesr   r
  rl  r   r   r   test_step_linestyle  s*   r  mixed_collectionc                  C   s   t  \} }tjddddd}tjj|gdd}|ddgd	d	gg |d
dg tjj|gdd}|ddgddgg |d
dg |	g dg dg |j
d || || |dd |dd d S )N)r  r  r  r  r   )radiusr  r  T)match_originalr   rn  r    r   r  ii)r   r   r   r   )r   r   r   r   r9  r  )r   r   r  Circler   r2  PatchCollectionset_offsetsset_linewidthsset_edgecolorsr   r\  rF  r  r  )r   r   r$   p1p2r   r   r   test_mixed_collection:  s   

r  c                  C   s:   t tdtdd} |   |   dksJ d S )Nr   r    )r   r    r   r   )r   r9  rN   int32int64r   get_subplotspecget_geometryr  r   r   r   test_subplot_key_hashT  s   r  )zspecgram_freqs.pngzspecgram_freqs_linear.pngzspecgram_noise.pngzspecgram_noise_linear.pnggQ?)rC  r   r   c                  C   s  dt jd< d} d}|d |d |d g|d |d	 |d
 gg}td| t| }td| d| }ttdtj tj	
|| jdd}td| d }tjd ttj| tj| g}g d}||f||ffD ]M\}	}
|
d }tdtt|
 }tt d|D ]\}}|j|	|
||||d qtt d|D ]\}}|j|	|
||||dt j d qqrdS )z)Test axes.specgram in default (psd) mode.re   r*  r  r  r  r   r  @ffffff@'@rj   r   r    r!   r  rI  onesidedtwosidedr   )NFFTFsnoverlappad_tosidesrp  )r  r  r  r  r  r   r>  N)rB   r   intrN   r  rV   r  r   r   multiplyouterr  rO   rP   r  r   ceillog2r  r   r   r   specgramr  LogNorm)r  r  fstims
NFFT_freqsr1   y_freqs
NFFT_noisey_noise	all_sidesr.   r  r  r  r   r  r   r   r   test_specgramZ  s6   
,$
r  )zspecgram_magnitude_freqs.pngz#specgram_magnitude_freqs_linear.pngzspecgram_magnitude_noise.pngz#specgram_magnitude_noise_linear.pngc                  C   s  dt jd< d} d}|d |d |d g|d |d	 |d
 gg}td| t| }td| d| }tdtj tj	|| j
dd}d|dddf< t|}td| d }tjd ttj| tj| g}g d}	||f||ffD ]O\}}
|
d }tdtt|
 }tt d|	D ]\}}|j||
||||dd qtt d|	D ]\}}|j||
||||ddt j d	 qq|dS )z%Test axes.specgram in magnitude mode.re   r*  r  r  r  r   r  r  r  r  r   r   r    r!   r  Nrh   rj   r  r   	magnituder  r  r  r  r  rK   rp  )r  r  r  r  r  rK   r   r>  )rB   r   r  rN   r  rV   r   r   r  r  r  r-  rO   rP   r  r  r   r  r  r  r   r   r   r  r  r  )r  r  r  r  r1   r.   r  r  r  r  r  r  r  r   r  r   r   r   test_specgram_magnitude~  s6   
,&

r  )zspecgram_angle_freqs.pngzspecgram_phase_freqs.pngzspecgram_angle_noise.pngzspecgram_phase_noise.pngc                  C   s  dt jd< d} d}|d |d |d g|d |d	 |d
 gg}td| t| }td| d| }tdtj tj	|| j
dd}d|dddf< t|}td| d }tjd ttj| tj| g}g d}	||f||ffD ]V\}}
|
d }tdtt|
 }dD ]?}tt d|	D ]2\}}|j||
|||||d tt |j||
|||||dd W d   n1 sw   Y  qqq|dS )z,Test axes.specgram in angle and phase modes.re   r*  r  r  r  r   r  r  r  r  rj   r   r    r!   r  Nrh   r  )r  phaser   r  dB)r  r  r  r  r  rK   r   )rB   r   r  rN   r  rV   r   r   r  r  r  r-  rO   rP   r  r  r   r  r  r  r   r   r   r  r   r   rP  )r  r  r  r  r1   r.   r  r  r  r  r  r  r  rK   r   r  r   r   r   test_specgram_angle  s>   
,&
r  c                  C   sF   t jtdddd\} }}}| \}}}}|dkr|dks!J dS )z;Test axes.specgram when Fs is None, should not throw error.r  Nrp  )r  r   r_   `   )r   r  rN   ro   
get_extent)specfreqsrs  r|  rL   rM   freq0freq1r   r   r   test_specgram_fs_none  s   r  c                 C   sH   t d}t |}dtjd< | | dtjd< |  | dS )zCTest specgram ignores image.origin rcParam and uses origin 'upper'.rW  upperzimage.originra   N)rN   rV   r   r   r   r   r  )r7   r8   rs  signalr   r   r   test_specgram_origin_rcparam  s   



r   c                  C   sR   t d} t | }tt tj|dd W d   dS 1 s"w   Y  dS )z4Ensure passing origin as a kwarg raises a TypeError.rW  ra   rY  N)rN   rV   r   r   r   r   r   r  )rs  r  r   r   r   test_specgram_origin_kwarg  s
   

"r  )zpsd_freqs.pngzcsd_freqs.pngzpsd_noise.pngzcsd_noise.pnggMb`?c               	   C   s  d} d}|d |d |d g|d |d |d gg}t d	| t| }td
| d| }tdtj tj|| jdd}t d	| d }tj	
d
 tj	| tj	| g}ddiddddddg}||f||ffD ]z\}	}
|
d }t dtt|
 }tt d|D ]*\}}|jt|	f|
|||d|}t|d|dd ksJ |jddd qtt d|D ]&\}}|j|	|
|||d|}t|d|dd ksJ |jddd qqpd S )Nr'        Y@r  r   r  r  r  r  r  r   r    r!   r  r  rI  r  F)r  return_liner  Tr   )r  r  r  r  r  r   xlabelylabel)r  rN   r  rV   r   r   r  r  r  rO   rP   r  r   r  r  r  r   r   r   psdr  r#  r  rx   csd)r  r  r  r  r1   ys_freqsr  ys_noise
all_kwargsr  r  r  r  r   r  retr   r   r   test_psd_csd  sD   ,&
r  )z#magnitude_spectrum_freqs_linear.pngzmagnitude_spectrum_freqs_dB.pngzangle_spectrum_freqs.pngzphase_spectrum_freqs.pngz#magnitude_spectrum_noise_linear.pngzmagnitude_spectrum_noise_dB.pngzangle_spectrum_noise.pngzphase_spectrum_noise.pngc                  C   s  d} d}|d |d |d g}t d| t| }t dtt| }td| d	| }tdtj t|| d
td  j	d	d}tj
d ttj
| tj
| gd }g d}||d}	||fD ]}
tt d|D ]\}}|j|
fd|i|	\}}}|jddd qwtt d|D ]\}}|j|
fd|i|	ddi\}}}|jddd qtt d|D ]\}}|j|
fd|i|	\}}}|jddd qtt d|D ]\}}|j|
fd|i|	\}}}|jddd qqkd S )Nr'  r  r  r   r  r  r!   r   r    rj   r   r  r   r  )r  r  r  r   r  r   r  )r  r  rN   r  r  rV   r   r   r  r  rO   rP   r-  r  r   r  r   r   r   magnitude_spectrumrx   angle_spectrumphase_spectrum)r  r  fstims1r  r  r1   r  r  r  r  r.   r   r  r  r  ru  r   r   r   test_spectrum  s<   ("
r  ztwin_spines.pngc            	      C   s|  dd } t jdd}|jdd | }| }| }|jjd | | |jjd |	g d	g d	d
\}|	g d	g dd\}|	g d	g dd\}|
dd |dd |dd |dd |jj|  |jj|  |jj|  tddd}|jdd| d| |jdd| d| |jdd| d| |jdddi| d S )Nc                 S   s.   |  d | jd | jd d  d d S )NTF)set_frame_onr   set_visiblespinesr  r   r   r   make_patch_spines_invisible:  s   
z5test_twin_spines.<locals>.make_patch_spines_invisible)r  r   rf  r|  )r+   )r{  rZ  Tr  zb-)r   r   r!   zr-)rt  r   r   zg-r   r!   r  r    A   r   )r  r~  r.   )rL  r  rL  r1   r   )r   r   r  r   r   r  r+   set_positionr  rv   r  r  r   r%   r\  r  r  tick_params)	r  r   hostpar1par2r  r  p3tkwr   r   r   test_twin_spines7  s0   r  ztwin_spines_on_top.pngc                  C   s@  dt jd< dt jd< t } | ddd}tg dg dg}| }|j|d |d d d	d
 |j	|d |d d d	dd |j|d |d d dd
 |j	|d |d d ddd |d |d d d}t } | ddd}| }|jddd	|d |j	ddd	d|d |jddd|d |j	dddd|d d S )Ng      H@r  r  r    )r  iL  i  i  )r1  i-  r  r  r   g     @@z#BEAED4r  r  )r   r  z#7FC97Fr   )r  r  r  r  )r   rl  )r   r  rl  )
rB   r   r   r   r   rN   r!  r   rv   r'  )r   r   rl  r   r   r   r   test_twin_spines_on_topd  s(   


r   z(grid_which, major_visible, minor_visible))rn   TT)majorTF)rH  FTc                    sh   t jd| d t \}}|j  t fdd|jj	D s#J tfdd|jj
D s2J d S )NT)r  zaxes.grid.whichc                 3       | ]
}|j   kV  qd S r   gridliner   r   tick)major_visibler   r   r        z*test_rcparam_grid_minor.<locals>.<genexpr>c                 3   r"  r   r#  r%  )minor_visibler   r   r    r(  )r   r   r  r   r   rv  r   r  rt   
majorTicks
minorTicks)
grid_whichr'  r)  r   r   r   )r'  r)  r   test_rcparam_grid_minor  s   
r-  c                  C   s   t  \} }|  | j  |jjd j sJ |jdd | j  |jjd j r0J |jdd | j  |jjd j sFJ |  | j  |jjd j rZJ d S )Nr   FvisibleT)	r   r   r  rv  r   rt   r*  r$  r   r   r   r   r   	test_grid  s   



r0  c                  C   s   t  \} }|jdddd |jjd j rJ |jdd |jjd j s*J t ddi  |	  |jdddd |jjd j sIJ W d    d S 1 sTw   Y  d S )	NTr!  rj   )resetrJ  	labelsizer   r  r  r  )
r   r   r  rt   r*  r$  r   r  r   clearr   r   r   r   test_reset_grid  s   "r4  c                  C   s:   t  } |  }|d |g d t| d d S )Nr   )rx  r   r   r   )rx  r   )r   r   r4  r  rv   r   rz   r   r   r   r   test_vline_limit  s
   
r5  zfv, fh, args)r    r  c                 C   s
  t jd}tjtdd | ||dd W d    n1 s w   Y  tjtdd | |d|d W d    n1 s?w   Y  tjtdd |||dd W d    n1 s^w   Y  tjtdd ||d|d W d    d S 1 s~w   Y  d S )	Nr    z"ymin must be a single scalar valuerw  )yminymaxz"ymax must be a single scalar valuez"xmin must be a single scalar value)rL   rM   z"xmax must be a single scalar value)rB   r  num2dater   r   rP  )fvfhargsbad_limr   r   r   test_axline_minmax  s   "r=  c                  C   s   t jddddd\} }|d g dg d |d  \}}|d  \}}|dks-J |dks3J |dks9J |d	ks?J d S )
Nr    r!   T)r  r  rS  r3  r   r  )r!   r  rm  r   rm  )r   r   rv   ry   rz   )r   rF  r=  rW  r>  rG  r   r   r   test_empty_shared_subplots  s   r>  c                  C   s   dD ]E} t jddd\}}|d jd| dd |d  dks!J |d  | ks+J t jddd\}}|d jd| d |d  d	ksGJ qd S )
Nboxdatalimr!   T)r  rS  r   )
adjustablesharer    rB  r  )r   r   
set_aspect
get_aspectget_adjustable)rB  r   rF  r   r   r   test_shared_with_aspect_1  s   rH  c                  C   s   t jdddd\} }|d jddd |d ddgddg |d ddgddg t   |d  |d  ks=J |d  |d  ksKJ d S )	Nr!   T)r  rS  r3  r   )rC  r    r   r  )r   r   rE  rv   r   ry   rz   r  r   r   r   test_shared_with_aspect_2  s    rI  c            	      C   s  dD ]} t jddd\}}|d jd| d |d jd| d |d ddgd	d
g |d d	d
gddg t   |d  |d  ksIJ |d  |d  ksWJ |jj|jj	 }|D ](}|
 }|j|j	 }|jj|jj	 }|| | }t|d
t| d
ksJ qaqd S )Nr?  r!   T)r  r3  r   rD  r    r   r   r  )r   r   rE  rv   r   ry   rz   bbox_inchesr  r~  get_positionviewLimr  rF  )	rB  r   rF  
fig_aspectr   r   
box_aspect
lim_aspectrq  r   r   r   test_shared_with_aspect_3  s$   rP  c                 C   sH   t  \}}t|d|  }|d |d t|jj|jj d S )Nztwin{}r   r!   )r   r   r  r  rE  r   bboxextents)r   r   r   r  r   r   r   test_twin_with_aspect  s   

rS  c                  C   s   d} d}d}d}t j }| }|| | | | ksJ | |ks'J |||\}| |ks6J | |ks>J |d | |ksKJ | |ksSJ |jdd |	  | | kseJ | |ksmJ d S )N)rc  r  )      $rv  )rT  r!  FT)visible_only)
rB   r   r   r   rv   ry   rz   r  relimr   )rW  rG  r$  r%  r   r   ru  r   r   r   test_relim_visible_only
  s&   

rW  c                  C   s,   t  } |  }|jdd |jdd dS )z
    tests for issue #1172
    large)r2  out	directionN)r   r   r4  r  r   r   r   r   test_text_labelsize#  s   r\  zpie_default.pngc               	   C   sD   d} g d}g d}d}t jdd\}}|j||| |ddd	d
 d S )NFrogsHogsDogsLogsr   r   r  rj   yellowgreengoldlightskyblue
lightcoralr   r   r   r   )r  rm  rf  %1.1f%%Tr  )exploder8  r  autopctshadow
startangle)r   r   pie)r8  sizesr  rj  r  r   r   r   r   test_pie_default-  s   
rp  )pie_linewidth_0rq  rq  c                  C   s   d} g d}g d}d}t j||| |ddddd	id
 t d | |||d}t  }| }|jddddddddd	i|d	 |d t   t jddddddddd	i|d	 t d d S )Nr]  rb  rc  rh  ri  Tr  r	  r   rj  r8  r  rk  rl  rm  
wedgepropsr  )lrt  r$   exrt  ru  rt  r$   )rj  r8  r  rk  rl  rm  rs  rl  )r   rn  rL  r   r4  )r8  ro  r  rj  rl  r   r   r   r   r   test_pie_linewidth_09  s.   

rv  zpie_center_radius.pngc                  C   sl   d} g d}g d}d}t j||| |ddddd	id
dd
 t jdd
dtdddtdddd t d d S )Nr]  rb  rc  rh  ri  Tr  r	  r   r  r   )	rj  r8  r  rk  rl  rm  rs  r1  r  zCenter point)r    rS  ->arc3)
arrowstyleconnectionstylesquare	lightgrey)boxstyler  )rn  rp  r  rQ  r  )r   rn  rr  r  rL  r8  ro  r  rj  r   r   r   test_pie_center_radiusZ  s   


r  zpie_linewidth_2.pngc               
   C   sD   d} g d}g d}d}t j||| |ddddd	id
 t d d S )Nr]  rb  rc  rh  ri  Tr  r	  r!   rr  r  r   rn  rL  r~  r   r   r   test_pie_linewidth_2n  s   r  zpie_ccw_true.pngc               
   C   @   d} g d}g d}d}t j||| |ddddd t d	 d S )
Nr]  rb  rc  rh  ri  Tr  )rj  r8  r  rk  rl  rm  counterclockr  r  r~  r   r   r   test_pie_ccw_true}     r  zpie_frame_grid.pngc                  C   s   d} g d}g d}d}t j||| |ddddd	idd
d
 t j|d d d || |ddddd	iddd
 t j||d d d | |ddddd	iddd
 t d d S )Nr]  rb  rc  rh  ri  Tr  r	  r   r  )	rj  r8  r  rk  rl  rm  rs  framer1  rh   )r   r!   )r   r   r  r  r~  r   r   r   test_pie_frame_grid  s(   r  zpie_rotatelabels_true.pngc               
   C   r  )
N)Hogwartsr^  r`  ra  rb  rc  rh  ri  Tr  )rj  r8  r  rk  rl  rm  rotatelabelsr  r  r~  r   r   r   test_pie_rotatelabels_true  r  r  zpie_no_label.pngc                  C   sV   d} g d}g d}d}t j||| |dddd dd	 t d	 t d
d t   d S )Nr]  rb  rc  rh  ri  Tr  )rj  r8  r  rk  rl  rm  labeldistancer  r  g333333rZ  )r   rn  rL  rm   r3   r~  r   r   r   test_pie_nolabel_but_legend  s   
r  c                  C   s   g d} g d}t ddddddd	}t j| |d
|d\}}}||fD ]C}|D ]>}| |d ks4J | |d ks>J | |d ksHJ | |d ksRJ | |d ks\J |	 |d ksfJ q(q$d S )N)r2  "   r  )zLong name 1zLong name 2zLong name 3r1  r'   r  anchorr}  r  )horizontalalignmentverticalalignmentr  rotation_moder  r   %.2f)r8  rk  	textpropsr  r  r  r  r  r   )
r  r   r4  rn  get_haget_vaget_rotationget_rotation_modeget_sizer  )rl  r8  r  r  textsrk  txr   r   r   test_pie_textprops  s*   r  c                  C   sR   t  \} }tt |jg dg dd W d    d S 1 s"w   Y  d S )N)r   r   rg  )r   r   r   )rj  )r   r   r   r   rP  rn  r   r   r   r   test_pie_get_negative_values  s   "r  c                  C   sL   t  \} }tt |jdgd d W d    d S 1 sw   Y  d S )Nr   r1   	normalize)r   r   r   rz  r   rn  r   r   r   r   test_normalize_kwarg_warn_pie  s   "r  c                  C   sp   t  \} }g d}|j|dd}t|d d jd dk s J |j|dd}t|d d jd dks6J d S )	N)r   r   r   Tr  r   rh   g     v@ru  F)r   r   rn  r  r  )r   r   r1   t1t2r   r   r   test_normalize_kwarg_pie  s   "r  zset_get_ticklabels.pngc                  C   s  t d\} }ddg}|d td |d |d  |d td |d |d  |d td |d td |d 	g ddd	g   |d 
g d
dd	g   |d |d   |d |d   |d 	|d   |d 
|d   d S )Nr!   rQ   zset_x/yticklabelsr   rj   r    )r|   r  r$   r  rm  r   )11121314)r   r   rv   rN   rV   r  
set_xticksr   
set_yticksset_xticklabelsset_yticklabelsr  
get_yticksr  get_yticklabels)r   r   r/   r   r   r   test_set_get_ticklabels  s   r  c                  C   s   t  \} }|td |jtdd  |jdd |jdd dD  t 	  dd |j
 D }|g d	ks@J d S )
Nrj   r   r   r  c                 S   s   g | ]}|qS r   r   rm  r   r   r   r     r  z.test_subsampled_ticklabels.<locals>.<listcomp>
bcdefghijkc                 S   r  r   r  ra  r   r   r   r     r9  )r  r  r  r  r  )r   r   rv   rN   rV   rt   	set_ticksr  set_ticklabelsr   get_ticklabels)r   r   r8  r   r   r   test_subsampled_ticklabels
  s   r  c                  C   sl   t  \} }|td |jddg tt	 |j
g d W d    d S 1 s/w   Y  d S )Nrj   r   r0  )r|   r  r$   )r   r   rv   rN   rV   rt   r  r   r   rP  r  r   r   r   r   test_mismatched_ticklabels  s   "r  c                  C   s<   t  \} }|ddgddg |ddg |g  d S )Nr    r!   )r   r   r*  r  r  r   r   r   r   test_empty_ticks_fixed_loc  s   r  zretain_tick_visibility.pngc                  C   sF   t  \} }t g dg d t j| dd |jdddd d S )	Nr  )r   rh   r  Fr.  r.   rn   r   rL  rJ  length)r   r   rv   setpr  r  r   r   r   r   test_retain_tick_visibility&  s   r  c                  C   st   t  \} }dd }|jt | |g d |dd |jj	  dd |j
 D }|g dks8J d S )	Nc                 S   s   | dkrdS dS )Nr    
unit valuer   r   r   r   r   r   formatter_func4  s   z.test_tick_label_update.<locals>.formatter_func)rh   r   r    r!   r   rZ  r0  c                 S   r  r   r  r%  r   r   r   r   =  r9  z*test_tick_label_update.<locals>.<listcomp>)r   r   r  r   r   )r   r   rt   r   r   r  r  r   rv  r   r  )r   r   r  
tick_textsr   r   r   test_tick_label_update.  s   r  zo_marker_path_snap.pngH   c                  C   s~   t  \} }|d tddD ]}|jddgtd| d|d qtdddD ]}|jd	d
gtd| d|d q*d S )Nr   r    r   r!   r   )r  rj   r
  r   r  )r   r   r#  r   rv   rN   ro   r   )r   r   r  r   r   r   test_o_marker_path_snapA  s   
""r  c                  C   s  ddg} d}t | d }t| }t| }tdd\}}||  |d | dks.J | ||| d  ||| d  fksDJ | ||| d  ||| d  fksZJ tdd\}}||  |dd | dksuJ | ||| d  ||| d  fksJ | ||| d  ||| d  fksJ tdd\}	}
|
|  |
jd	dd
 |
 dksJ |
 ||| d	  ||| d	  fksJ |
 ||| d  ||| d  fksJ d S )Nr    rj   rc  r   r  r   r!   )r   r!   皙ɿr   )r  r   )	r#  r  r  r   r   rv   r#  ry   rz   )rl  rL   rM   r6  r7  r  r   r  r   r  r   r   r   r   test_marginsL  sF   








r  c                  C   sN   t jd t \} }|ddgddg |jddd | dks%J d S )NrI  r    r!   r   r   )r  xmarginr  )r   r   r   r   r   rv   rx   ry   r   r   r   r   test_set_margin_updates_limitsp  s
   r  c                  C   s&   t  \} }|d |dg d S Nr    )r   r   r  r   r   r   r   test_length_one_histx  s   
r  c                  C   s8   dgd } t dd\}}|| |  |t  d S )Nrj   r   r    )r   r   r   r  r  r  )mylistr   r   r   r   r   test_pathological_hexbin~  s   
r  c                  C   s(   t  \} }|jddgddgd d d S )Nr    r!   r  r  r   r   r   r   test_color_None  s   r  c                  C   s6   t  \} }|jddgddd }d| ksJ d S )Nr   r    r5  rn  )r   r   rv   r  )r   r   ru  r   r   r   test_color_alias  s   r  c                  C   s4   t  \} }|jtdgd tdd |  d S )Nr   r   r  )r   r   r  r   r3   r   r   r   r   test_numerical_hist_label  s   r  c                  C   sN   t  \} }d}d}|dd|dg}|jtdgd |d |  d S )Ns    很漂亮, römän chäráctèrss   שלוםzutf-8zhi aardvarkr   r   r  )r   r   decoder  r   r3   )r   r   r|   r  r8  r   r   r   test_unicode_hist_label  s   r  c                  C   sD  t jdd } t \}}||  |j  |jj	 }|jj
 dks(J |j  |j  |jj	 }|d |d krH|d |d ksJJ |jj
 dksTJ t \}}||  |j  |jj	 }|jj dkstJ |j  |j  |jj	 }|d |d kr|d |d ksJ |jj dksJ d S )	Nrj   g^ 9^;r=   r   r    r+   r'   r<   )rN   rO   r   r   rv   rv  r   r   
offsetTextrK  get_horizontalalignment
tick_rightrt   get_verticalalignmentru   )rl  r   r   beforeafterr   r   r   test_move_offsetlabel  s*   



$



$r  zrc_spines.pngc                  C   sF   ddddd} t |  t  W d    d S 1 sw   Y  d S )NF)zaxes.spines.leftzaxes.spines.rightzaxes.spines.topzaxes.spines.bottom)rB   r   r   r   )r5  r   r   r   test_rc_spines  s   
"r  zrc_grid.pngc               	   C   s   t  } ddd}ddd}ddd}|||g}t|dD ] \}}t| | dd| W d    n1 s8w   Y  qd S )NTrn   )r  zaxes.grid.axisr1   r.   r    r   )r   r   rD  rB   r   r   )r   rc_dict0rc_dict1rc_dict2r?  r  r5  r   r   r   test_rc_grid  s"   
r  c                  C   s   ddddd} t j| dR t  }|ddd}|j}|j}|jd r&J |jd s-J |jd r4J |jd s;J |jd sBJ |jd rIJ |jd sPJ |jd rWJ W d    d S 1 sbw   Y  d S )NFT)xtick.bottom	xtick.top
ytick.leftytick.rightr  r    tick1Ontick2Onr   r   r   r   rt   r   _major_tick_kw_minor_tick_kwr  r   r   xaxyaxr   r   r   test_rc_tick  s"   "r  c               	   C   s   ddddddddd} t j| dR t  }|ddd}|j}|j}|jd r*J |jd s1J |jd r8J |jd s?J |jd rFJ |jd sMJ |jd rTJ |jd s[J W d    d S 1 sfw   Y  d S )NTF)r  r  r  r  zxtick.minor.bottomzxtick.major.bottomzytick.major.leftzytick.minor.leftr  r    r  r  r  r  r   r   r   test_rc_major_minor_tick  s&   "r  c                  C   s   t d} t g d}t \}}|| |d |d | | }}t 	|t 	|ks3J |
 dks;J t|jddjd t|jd	djd
 d S )Nr  )r   r  rd  r  mor{  r    T)originalg      ?r   rq  rq  F)g333333?r   g      ?rq  )rN   rV   r!  r   r   rv   rL  ry   rz   r  rF  r   rK  rR  )r1   r.   r   r   rl   rm   r   r   r   test_square_plot  s   

r  c                   C   s  t t td  W d    n1 sw   Y  t t td d  W d    n1 s0w   Y  t t ttdtd W d    n1 sQw   Y  t t ttddtdddf W d    d S 1 s{w   Y  d S )Nr  r  r   r  rh   r    )	r   r   rP  r   rv   rN   r  rV   rq   r   r   r   r   test_bad_plot_args  s   *"r  zxy, clsr   ))r   r  )r!   rm  )r    r!   r  r  r  r  )r  r   r}  )r   r  c                 C   s0   t  \}}t|jg | |R  |ksJ d S r   )r   r   r  
pcolorfast)rn  rl  clsr   r   r   r   r   test_pcolorfast'  s   $r  c                  C   s   t jddddd\} }|d d |d d |jD ]}| dks&J | dks.J q|d d |d d |jD ]}| dksJJ | dksRJ q@d S )Nr!   TrS  r3  r  r   r  rp  )r   r   rq  r  rE  
get_yscale
get_xscaler   rF  r   r   r   r   test_shared_scale:  s   

r  c                   C   sr   t t tjdd W d    n1 sw   Y  t t tjdd W d    d S 1 s2w   Y  d S )NTrR  r2  )r   r   r   r   r9  r   r   r   r   test_shared_boolL  s   "r  c                   C   s   t tddg dS )z4Violin plot should handle point mass pdf gracefully.r   N)r   ri  rN   r!  r   r   r   r   test_violin_point_massS  s   r  c               	   C   s   t dtdgt dtdg } t ddg dg dg dgtdtdd g}t d|}t d	|}t dg gt dg g t dg d g t d	g d g }| | }| | }| | | }g ||||S )
Nr1   r   r.   errr    )r    r    r    r    r    )r!   r   r_  r`  )r
   rN   rV   ro   )base_xy
err_cyclerxerr_cyyerr_cyempty	xerr_only	yerr_onlyboth_errr   r   r   generate_errorbar_inputsX  s*   $

r  r  c                 C   s$   t  }|jdi | }|  d S )Nr   )r   r4  r  remove)r  r   ebr   r   r   test_errorbar_inputs_shotgunn  s   r  dash_offsetc                  C   sT   t  \} }tdd}t|}tdddD ]}|j||| |dfddd qd S )	Nr   rj   r   r!   rj   rj   r   rg  )r
  r  r   )r   r   rN   r   	ones_liker   rv   )r   r   r1   r.   r  r   r   r   test_dash_offsetu  s   
r  c                  C   s   t  \} }|jddd |j }|d d| j ksJ |jddd |j }|d dks1J |jdd d |j }|d tjd d | j ksMJ d S )	Naardvarkr!  )padr  g?rc  zaxes.titlepadg      R@)r   r   r  titleOffsetTrans
get_matrixr  rB   r   )r   r   r  r   r   r   test_title_pad~  s   


$r  c                  C   s   t  \} }dt jd< |d |jddd |jddd d|jddks(J d|jddks2J d|jddks<J tt |jdd W d    n1 sRw   Y  tt |jddd W d    d S 1 sow   Y  d S )	Nr1  zaxes.titlelocationr  r=   r(   r+   r  fail)r   r   r   r  	get_titler   r   rP  r   r   r   r   test_title_location_roundtrip  s   

"r  z
loglog.pngc                  C   sN   t  \} }tdd}|j||d dd |jddd |jd	dd
d d S )Nr    r  r   r   r   r
  r!   )r  r~  r   rH  )r  r~  rJ  )r   r   rN   rV   rU  r  )r   r   r1   r   r   r   test_loglog  s
   r  new_apiztest_loglog_nonpos.pngc              	   C   sL  t dd\}}tdd}|d }d|d< d|d< t|D ]\\}}}g d| }g d| }	| rm||	krP|rE|j||d d	|d
 q|j||d d	d q|j||d d	d |rc|jd|d |	rl|jd|	d qi }
|ru||
d< |	r{|	|
d< |
rt	t
nt  |j||d fdd	i|
 W d    n1 sw   Y  qd S )Nr   r    r  g      r  r=  r  )r  clipr   r!   )r  nonpositiver   r   )r  nonposxnonposyr  )r   r   rN   rV   ndenumeraterU  rq  r  r   rz  r   r   )r  r   rF  r1   r.   r  r  r   mcxmcykwsr   r   r   test_loglog_nonpos  s>   r  c                  C   s~  t  \} }|g d | d dksJ t  \} }|g dg d | d dks1J t  \} }|g dg d | d dksKJ t  \} }|t	d | dksaJ | dksiJ t  \} }|
t	d | dksJ | dksJ t  \} }|td | d dksJ t  \} }|t	d | dksJ | dksJ d S )Nr  r   )r    r    r    r    r  r  rj   )rZ  g      #@)r   r   rv   
get_yboundr*  rB  
get_xboundr  rN   r  r  r  rV   rs   r   r   r   r   test_axes_margins  s0   r  r1   r.   )r  c                 C   s    dd }dd }||d| j  S )Nc                 S   <   |   }|  | dd | j  }|d dksJ d S Nr   r   rh   r  )r   r   r  rt   get_major_locatorr   r   r  r   r   r   	_helper_x  
   z&shared_axis_remover.<locals>._helper_xc                 S   r  r  )r   r   r  r   r  r   r   r   r   	_helper_y  r"  z&shared_axis_remover.<locals>._helper_yr   )param)requestr!  r#  r   r   r   shared_axis_remover  s   r&  )r4  r   subplots_sharedr"  c                 C   s   | j dkrt }| }||fS | j dkr t \}}||fS | j dkr:tjddddd\}}|d d }||fS | j dkrJt }|g d	}||fS )
Nr4  r   r'  r!   r  r  r   r"  r   r   r  r  )r$  r   r   r4  r   r"  )r%  r   r   r  r   r   r   shared_axes_generator   s   
	


r)  c                 C   s   | \}}|| d S r   r   )r)  r&  r   r   r   r   r   test_remove_shared_axes  s   r*  c                  C   s`   t jddddd\} }|d d }|d d  }|  |dd t|d d  | d S )Nr!   r  r  r   r    r   )r   r   ry   r   r  r   )r   r  r   	orig_xlimr   r   r   test_remove_shared_axes_relim  s   r,  c                  C   s   t ddd} t j| j| jf}tjddddd\}\}}|dd	 |dd	 |	| | | |	| | | |
 s@|
 rBJ | sJ| rLJ | |   kr[d
ks^J  J | |   krmd
kspJ  J d S )Nir  rC  r!   r    Tr  r  )r-  r  )rN   rV   rO   random_sampler  r   r   r  r  r1  r(  r*  ry   rz   )rt  rs  r   r   r   r   r   r   test_shared_axes_autoscale   s   $(r/  c                  C   s   t  \} }|j jdd |dd |d | j  t	|j  dks+J |
dd | j  t	|j  dksBJ d S )Nr  r  r   r  r  r!   )r   r   r   r  
set_paramsr  rE  rv  r   r#  r  r   r   r   r   test_adjust_numtick_aspect1  s   


r1  zauto_numticks.pngc                   C   s   t dd d S )Nr  )r   r   r   r   r   r   test_auto_numticks=  s   r2  zauto_numticks_log.pngc                  C   s.   t  \} }dtjd< |ddgddg d S )Nround_numbersaxes.autolimit_modeg#B;g     j@gؗҜ<rj   )r   r   rB   r   rU  r   r   r   r   test_auto_numticks_logC  s   
r5  c                  C   s   t  \} }|g d d S )N)r   r   )r   r   rb  r   r   r   r   test_broken_barh_emptyK  r.  r6  c                  C   s   t  \} }tdddddd}||tjddfgddg}| d jd t|ks/J | d jd	 t|d
 ksAJ dS )z9Check that timedelta works as x, dx pair for this method.r[  r  r  r   r    r\  r!   r  r!   r   gUUUUUU?N)	r   r   r  rb  r  r3  verticesr  r  )r   r   d0ppr   r   r   test_broken_barh_timedeltaP  s
    (r;  c                 C   sD   | j ddd}td}tjdd}t \}}|||| d S )Nz
2000-01-01rj   )re  r  r7  r  )ri  rN   rV   rO   r   r   r   r_  )rm  timedepthrl  r   r   r   r   r   test_pandas_pcolormeshY  s
   
r>  c                 C   sp   t jdddd}t t tt|}| ||d}t }|t |j	d dk 
 }|jdd	|d
 d S )Nz2005-02z2005-03r  rP  )r  r  r!   r    r  r  r  )rN   rV   r   r!  r   r#  r  r   r4  r  r  rv   )rm  r  r  r  r   without_zero_indexr   r   r   test_pandas_indexing_datesb  s   r@  c                 C   sF   | j tjjddg dg dd}t \}}|jdddd	|d
 d S )N)r   r  rb  )r1   r.   xeyer  )columnsr  r1   r.   rA  rB  r  )r  rN   rO   uniformr   r   r  r  r   r   r   test_pandas_errorbar_indexingm  s   rE  c                 C   s:   |  g dg dd}t \}}||j|d  d S )Nr  )r  r    r!   )XXYYrG  )r  r   r   rv   r  r  r   r   r   test_pandas_index_shapeu  s   rH  c                 C   s8   | j g dd}|jdd  }t \}}|| d S )N)
r    r!   r!   r   r   r  r  r  r  r   r  r    )r  ilocr   r   r  )rm  ser_1ser_2r   r   r   r   r   test_pandas_indexing_hist{  s   rL  c                 C   sh   |  tdtdd}td\}}|j|j|d dkdf |j|d dkdf dd |j  d S )Nr!   r  r    r|   r  r1  r:  )r  r   r   r   r*  r)   rv  r   r  r   r   r   test_pandas_bar_align_center  s   rM  c                  C   s   t  } | jjdddd | jjd jdksJ | jjd j dks%J | jjd j	 dks2J | jjd j dks?J d S )	Nr   r  rY  )r2  
labelcolorr[  r   rN  rg  r!  )
r   r9  r   set_tick_paramsr*  _size	tick1liner  label1r  )axis_1r   r   r   .test_axis_set_tick_params_labelsize_labelcolor  s   
rT  c                  C   s   t  } | jddddd | j| jfD ]2}|jd j dks!J |jd j dks-J |jd j	 dks9J |jd j
 dksEJ qd S )Nr  r   r   rt  )
grid_colorgrid_linewidth
grid_alphagrid_linestyler   r:  )r   r9  r  rt   r   r*  r$  r  get_linewidth	get_alphaget_linestyle)r   rL  r   r   r   test_axes_tick_params_gridlines  s   
r\  c                  C   s   t  } | jdddd | jdddd | jjd j du s!J | jjd j du s.J | jjd j du s;J | jjd j du sHJ d S )NFTr!  )	labelleft
labelrightrJ  rH  r   )	r   r9  r  r   r*  rR  r   label2r+  r  r   r   r    test_axes_tick_params_ylabelside  s   r`  c                  C   s   t  } | jdddd | jdddd | jjd j du s!J | jjd j du s.J | jjd j du s;J | jjd j du sHJ d S )NTFr!  )labeltoplabelbottomrJ  rH  r   )	r   r9  r  rt   r*  rR  r   r_  r+  r  r   r   r    test_axes_tick_params_xlabelside  s   rc  c                  C   s4   t   } | jtdd d\}| dksJ d S )Nr_   r  r  )r   r   r   rv   r   r[  )r   lnr   r   r   test_none_kwargs  s   re  c                  C   sT   g d} t jtj| tjdg ddd}t|j| D ]\}}|jd |ks'J qd S )Nr  rP  )r!   r   r  r   r&  r:  r   )r   r*  rN   r!  uint8r  r  rn  )r  r  r   r1   r   r   r   test_bar_uint8  s
    rg  zdate_timezone_x.pngr   c                  C   sj   dd t dD } tjdd tddd tj| dgd dd	 tddd tj| dgd d
d	 d S )Nc              
   S   (   g | ]}t j d dd|tjddqS   r!      Canada/Easternr   tzinfor  r	  tzgettzr   r   r   r   r     
    

z(test_date_timezone_x.<locals>.<listcomp>r   r  r}  rf  r!   r    rl  )rp  UTCr   r   r   r9  r  
time_indexr   r   r   test_date_timezone_x  s   rx  zdate_timezone_y.pngc                  C   sr   dd t dD } tjdd tddd tjdgd | dd	d
d tddd tjdgd | dd	d
d d S )Nc              
   S   rh  ri  ro  r   r   r   r   r     rr  z(test_date_timezone_y.<locals>.<listcomp>r   rs  rf  r!   r    rl  FT)rp  xdateydatert  ru  rv  r   r   r   test_date_timezone_y  s   r{  zdate_timezone_x_and_y.pngc                     sn   t jj  fddtdD } tjdd tddd tj| | dd	d
 tddd tj| | dd	d
 d S )Nc              	      s    g | ]}t j d dd| dqS )rj  r!   rk  rm  r  r   rt  r   r   r     s    z.test_date_timezone_x_and_y.<locals>.<listcomp>r   rs  rf  r!   r    rt  T)rp  rz  z
US/Eastern)r  timezoneutcr   r   r   r9  r  rv  r   r}  r   test_date_timezone_x_and_y  s   
r  zaxisbelow.pngc                  C   s   t  jdddd} d}t| |D ]9\}}|jddddd tjd	d
d}|| |jdddd |j	ddddd |j
d d  d || qd S )Nr   T)r  rS  r3  )Fru  Tr  rj   r  rj  rm  r  r  r$   r  )r   r   r	  F)r'   r<   r=   r+   )r   r   r   r  rv   r  r  r  r  r  r  r  set_axisbelow)rF  settingsr   settingcircr   r   r   test_axisbelow  s   
r  c            	      C   s   t jd t jdd\} }| }|d}|d}| j  | j	 }|
|j}|
|j}|| }t|ds>J d S )Nr   r  )r  Xlabel2Titler   )r   r   r   r   r   r   r  rv  r   get_rendererget_window_extentr>  rG  rN   isclose)	r   r   r   xlabel2r  rendererbbox_y0_titlebbox_y1_xlabel2y_diffr   r   r   test_titletwiny  s   



r  c                  C   sx   t  \} }| jdd | }|d |d |d d}|j| | j	 }|
| |j |ks:J d S )Nr  )r'   Xlabelr  r  )r   g(\?)r   r   r  r   r   r  r  r  rv  r  _update_title_positionrK  )r   r   r   r   r  r   r   r   test_titlesetpos)  s   




r  c                  C   sP   d t jd< t \} }|jd |d | j  |j	
 d dks&J d S )Naxes.titleyr'   
xlabel topr    p=
ף?)r   r   r   r   rt   r{   r  rv  r   r  rK  r   r   r   r   test_title_xticks_top8  s   


r  c                  C   sX   d t jd< t \} }|jdddddd |d | j  |j	 d dks*J d S )Nr  r1   TrL  r<   r'   rb  ra  r  r    r  )
r   r   r   r   r  r  rv  r   r  rK  r   r   r   r   test_title_xticks_top_bothB  s   


r  c                  C   s`   d t jd< t } | g d}|jdddddd |d}| j  |	 d dks.J d S )	Nr  )r   rZ  r  r   r1   Tr  Boor    r   )
r   r   r   r   r"  r  r  rv  r   rK  )r   r   ttr   r   r   test_title_no_move_off_pageM  s   


r  c                  C   sB   t  \} }|g d |jjdd |j  dksJ d S )Ng   @Ag   eAg   FAr  )rN  )r   r   rv   r   rO  get_offset_textr  r   r   r   r   test_offset_label_colorZ  s   r  c                  C   s`   t  \} }|g d |jjddd |j  sJ |jjdd |j  r.J d S )Nr  FT)label1Onlabel2On)r  )r   r   rv   r   rO  r  r   r   r   r   r   test_offset_text_visibleb  s   r  c                  C   s6   t  \} }|dtddg d  | j  d S )Nr    r   g-q=gqىE)r   r   rv   rN   r!  rv  r   r   r   r   r   test_large_offsetk  s   r  c                  C   ^   t  \} }dd tdddD }tddt|}tddt| }}||||| d S )Nc              	   S      g | ]}t  d ddd|qS r  r  r   r  r|  rF  r   r   r   r   s  r   z#test_barb_units.<locals>.<listcomp>r   r  rj   r   rt  )r   r   r   rN   r   r#  barbsr   r   r  r.   uvr   r   r   test_barb_unitsq  
   r  c                  C   r  )Nc              	   S   r  r  r|  rF  r   r   r   r   {  r   z%test_quiver_units.<locals>.<listcomp>r   r  rj   r   rt  )r   r   r   rN   r   r#  quiverr  r   r   r   test_quiver_unitsy  r  r  c                  C   sn   t j} t \}}tdD ]'}|td\}|tdtd}|D ]}| | | | ks3J q#qd S )Nr   r   )	r?  to_rgbr   r   r   rv   r*  r  rR  )r  r   r   r  rd  brsbrr   r   r   test_bar_color_cycle  s   r  c                  C   s  t dd\} \}}|ddgddg |ddgddg |jjddd |jjddd |jddD ]
}| dks>J q4|jddD ]
}| dksOJ qE|j	d	d
d |j	ddd |jddD ]
}| d
ksnJ qd|jddD ]
}| dksJ qud S )Nr    r!   r   rn   r   )rJ  r  r  rI  r1   5   )rL  labelrotationr.   r   )rL  r  r!  )
r   r   rv   rt   rO  r   r  r  r  r  )r  r   r   textr   r   r   test_tick_param_label_rotation  s    r  c            	      C   s  t  \} }tdD ]"}|tdtd}td|}t| 	 t|ks,J q
tddD ]"}|
tdtd}td|}t| 	 t|ksTJ q2td}dD ] }|jtdtdfi |di}t| 	 t|ks|J q\td}tddgddD ]8\}}|jtdtdfi |di}td|}t| 	 t|ksJ t| 	 t|ksJ qd S )	Nr   zC{}rm  rg  )r  
facecolorsr   r  r  )start)r   r   r   r'  r?  r  r  tuplerX  squeezerV  rD  rY  )	r   r   r  cctargetaledge_targetelface_targetr   r   r   test_fillbetween_cycle  s(   
 
 r  c                  C   s   dt jd< t  \} }d}|| |ddgddg | \}}|j }|||g\}}|ddg\}}	|	| | }
t	||
 ||
 g||	g d S )Nrl  r4  r  rj   r   )
r   r   r   set_xmarginrV  ry   rt   r4  r  r   )r   r   marginxlim0xlim1r  xlim0txlim1tx0tx1tr  r   r   r   test_log_margins  s   


r  c                  C   s   d} t | t | }}t | d }t \}}tt |j|||d W d    n1 s2w   Y  d}|j|||d |j|||g|  d d S )Nr   r    rn  )r   r   r   )rN   rV   r   r   r   r   rP  r"   )r-  r1   r.   r  r   r   c_rgbr   r   r   test_color_length_mismatch  s   r  c                   C   s   t jdgdd t   d S )Nr   Labelr  )r   r[  r3   r   r   r   r   test_eventplot_legend  s   r  c                  C   sv   t  \} }|tdd |jddtddd |jddgddgdd\}}| |   kr6dks9J  J d S )Nr  r    r   )r=   r  )r   r   r   rh  r`  )r   r   r*  r   rB  rS  )r   r   rect1rect2r   r   r   test_bar_broadcast_args  s
   (r  c                   C   s   t ddgddg tt t tj W d    n1 s w   Y  tt t tj W d    n1 s;w   Y  tt t 	tj W d    n1 sVw   Y  tt t 	tj W d    d S 1 srw   Y  d S )Nr   r    )
r   rv   r   r   rP  rl   rN   r"  r  rm   r   r   r   r   test_invalid_axis_limits  s   "r  r  ro  r   r  c                 C   s6   t  }|g d ||  || |  d S )NrJ  )r   r9  rv   rq  r  r?  )r  r  r   r   r   r   test_minorticks_on  s
   

r  c                  C   sv   t  \} }|dd | }|ddgddg t  \}}|dd |ddgddg t|jj|jj d S )Nr    r!   r   r   )r   r   r  r   rv   r   rL  	intervalx)r   r   xtwinr  r   r   r   r   test_twinx_knows_limits  s   r  c                   C   s   t jddgddgddd d S )Nr   r    r  )r
  r  )r   rv   r   r   r   r   test_zero_linewidth
  s   r  c                  C   s<   t  \} }|jg g g dd |jg g g dd |  d S )Nzempty y)r_  r%   zempty x)r`  r%   )r   r   r  r3   r   r   r   r   test_empty_errorbar_legend  s   r  c                 C   s\   t ddd}dd |D }dd |D }dd |D }|  || | || d S )Nr=  rj   r   c                 S   s0   g | ]}d |d  d|d   d|  d qS )g@r   r  r!   g\(\@      @r   r   r   r   r   r     s   0 z%test_plot_decimal.<locals>.<listcomp>c                 S   r8  r   r   rF  r   r   r   r     r9  c                 S   r8  r   r   rF  r   r   r   r     r9  )rN   rV   r   rv   )r7   r8   r=  r>  r1   r.   r   r   r   test_plot_decimal  s   r  c                 C   s0   |   jddddd |  jddddd d S )Nr   r   r  r   )r  r  r  )r   rv   )r7   r8   r   r   r   test_markerfacecolor_none_alpha#  s   r  c                  C   sn   dt jd< dt jd< t  \} }|| j }|d || j }|j|jk s-J |j|jk s5J dS )z5Test that tick padding gets turned off if axis is offrY  zxtick.directionzytick.directionoffN)	r   r   r   get_tightbboxrv  r  rL  r=  r>  r   r   bbbb2r   r   r   test_tick_padding_tightbbox)  s   


r  c                  C   s.  d\} }t jtdd| |tdd|  | f \}}t |d t d||  t |  }t \}}||||ddddf  |d |	  dd	g}d
dg}|d |d |d |d  |d |d  g}	|j
|	d\}
}|du sxJ |j  t ddgd	dgg}t |
  |ksJ dS )z:
    Ensure that inset_ax argument is indeed optional
    r  r  r    r   rj   Nrh   r   r   333333@r!   r0  r   )boundsr   )rN   mgridr  r   r7  r   r   r_  rE  apply_aspectindicate_insetrv  r   r!  r  get_bbox
get_points)dxdyr.   r1   r  r   r   rl   rm   rV  rec
connectorsxxr   r   r   
test_inset5  s&   
*
,

r  c                  C   sz  d\} }t jtdd| |tdd|  | f \}}t |d t d||  t |  }t \}}||||d dd df  |d |	  |
g d}||||d dd df  |dd	g |d
dg ||  ||\}}	t|	dksJ |j  t ddgd	dgg}
t |  |
ksJ t ddgddgg}
t jj|  |
dd d S )Nr  r    r   rj   rh   r   )r  r  ffffff?r  r   r  r!   r0  r  r   g=
ףp=?gKXc'?g(\?g?g-C6?rtol)rN   r  r  r   r7  r   r   r_  rE  r  
inset_axesr  r  rF  indicate_inset_zoomr#  rv  r   r!  r  r  r  r   r   rK  )r  r  r.   r1   r  r   r   axin1r  r  r  r   r   r   test_zoom_insetR  s6   
*




r  
x_inverted
y_invertedc                 C   s   t dd\}\}}td}|||d | r|  |r"|  |g d|\}}|\}}	}
}| r6dnd}|r<dnd}||
jd |jd   dksNJ ||jd |	jd   dks^J ||	jd |jd   dksnJ ||jd |
jd   dks~J dS )	zR
    Test that the inset lines are correctly located with inverted data axes.
    r    r!   rj   r   )r!   r!   r   r  rh   r   N)	r   r   rN   rV   rv   r  r  r  rX  )r  r  r   r   r   r1   rV  r  
lower_left
upper_leftlower_rightupper_rightsign_xsign_yr   r   r   test_indicate_inset_inverteds  s   
   $r  c                  C   s   t  \} }|d |jg ddd t| jdsJ |d |jg ddd t| jds8J |d |jg dd	d t| jdsQJ d S )
Nr  )r   r   rh  rh  rn   rI  r   r   r  r  active)r   r   rE  r  rN   r  rK  r~  r   r   r   r   test_set_position  s   


r	  c                  C   sd   t  \} }|jj| j }|ddd dd |jj| j }tj	j
| | dd d S )N)r0  r0  rW  rW  inFgư>r  )r   r   r  r<   r  rv  r  _set_view_from_bboxrN   r   r   r  r  r   r   r   !test_spines_properbbox_after_zoom  s   r	  c                     sX   G dd dt jj G  fdddt jj } | t jjj < t j }| |u s*J d S )Nc                   @   s   e Zd ZdS )z&test_cartopy_backcompat.<locals>.DummyN)r  r  r  r   r   r   r   Dummy  s    r	  c                       s   e Zd Z ZdS )z-test_cartopy_backcompat.<locals>.DummySubplotN)r  r  r  _axes_classr   r	  r   r   DummySubplot  s    r	  )rB   r{  r|  SubplotBaser  _subplot_classesr  )r	  FactoryDummySubplotr   r	  r   test_cartopy_backcompat  s
   r	  c                  C   sH   t  \} }t|  |tjdd | j }tj	|
|jd d S )Nr    r  i  )r   r   r   r  rN   r  rv  r  r   r   r  r~  )r   r   r  r   r   r   test_gettightbbox_ignore_nan  s
   
r	  c                 C   s^   t dd}| jtjjdd|d}| jtjjdd|d}| jg d|d}t||| d S )Nrj   r  r  rb  r  )r    r    r    r    r    r   r   r   )r   r  rN   rO   rD  r   r"   )rm  rN  r1   r.   r$   r   r   r   "test_scatter_series_non_zero_index  s
   
r	  c                   C   s"   t g g  t jg g g g d d S )N)rt  r$   )r   r"   r   r   r   r   test_scatter_empty_data  s   r	  zannotate_across_transforms.pngc               	   C   s   t ddd} t |  t |  }tjdd\}}|| | |g d}|d |j	
d |j
d |jd	| d
 |d
 f|jd|jtddd d S )Nr   rj   r  )gQ@r   rf  )rh  r   r   r   r   Fr   r  r  rw  )ry  )rn  ro  rp  rq  r  )rN   r   r  r   r   r   rv   r  rE  rt   r  r   rr  	transDatar  r  )r1   r.   r   r   axinsr   r   r   test_annotate_across_transforms  s   

r	  zsecondary_xy.pngc                  C   s   t jddddd\} }dd }t|D ]A\}}|tddtdd |d	kr-|j}n|j}|d
||fd |ddd dd fd |ddd dd fd |d qd S )Nr    r!   rj   r   T)r  r  c                 S   8   t jdd d|  W  d    S 1 sw   Y  d S Nr  r  r    rN   r!  r  r   r   r   invert     $z!test_secondary_xy.<locals>.invertr  r   r   	functionsrh  c                 S   s   d|  S Nr!   r   r  r   r   r   r        z#test_secondary_xy.<locals>.<lambda>c                 S   s   | d S r	  r   r  r   r   r   r    r	  r  c                 S      | d S r	  r   r  r   r   r   r    r	  c                 S   r	  )Nr   r   r  r   r   r   r    r	  r  )r   r   rD  rv   rN   rV   secondary_xaxissecondary_yaxis)r   rF  r	  nnr   secaxr   r   r   test_secondary_xy  s   
r"	  c                  C   s   t  \} }|tddtdd tt |jddd d W d    n1 s-w   Y  tt |d W d    n1 sGw   Y  tt |	d W d    d S 1 sbw   Y  d S )	Nr!   r  r   c                 S   s   d|  S r  r   r  r   r   r   r    r	  z%test_secondary_fail.<locals>.<lambda>r	  r+   r<   )
r   r   rv   rN   rV   r   r   rP  r	  r	  r   r   r   r   test_secondary_fail  s   "r#	  c                  C   sr   t jdd\} }|tddtdd dd }|jd||fd | j  | d	 t	|
 jg d
 d S )Nr	  rf  r!   r  c                 S   r	  r	  r	  r  r   r   r   r	    r	  z%test_secondary_resize.<locals>.invertr'   r	  )r  r  r  )r   r   rv   rN   rV   r	  rv  r   r  r   rK  rR  )r   r   r	  r   r   r   test_secondary_resize  s   

r$	  c                  C   s   t jdd\} }|tddtdd dd }|jd||fd}t|j t	j
s.J |  t|j t	js=J |d	 t   t|j t	jsQJ |d
 t   t|j t	j
seJ d S )Nr	  rf  r!   r  c                 S   r	  r	  r	  r  r   r   r   r	    r	  z'test_secondary_minorloc.<locals>.invertr'   r	  r   rp  )r   r   rv   rN   rV   r	  r   _axisget_minor_locatorr   NullLocatorr?  AutoMinorLocatorrq  r   
LogLocator)r   r   r	  r!	  r   r   r   test_secondary_minorloc	  s*   





r*	  c                  C   sT   t  \} }|d |d}|jt  | j	  t
|j tjs(J d S )Nr   r'   )r   r   rq  r	  rt   r   r   ScalarFormatterrv  r   r   r   )r   r   r!	  r   r   r   test_secondary_formatter!  s   


r,	  c                 C   sd  | j   | j  }g }t|j|jgD ](\}}||}|r7tj|j	|j
f|j|jdddddd}| | ||g7 }qg }tg dD ])\}}	|j|	 |}tj|j	|j
f|j|jdddddd}
| |
 ||g7 }qE| }tj|j	|j
f|j|jd	d
dddd}| | |}||}tj|j	|j
f|j|jdddddd}| | |}||||fS )zS
    Helper for the tests below that test the extents of various axes elements
    r  r.   r  Nr   )r~  r  r	  r  r  r  r  )r<   r'   r=   r+   r   r   r  r!   r  r    )rv  r   r  rD  rt   r   r  r   r  r=  r>  r~  r  r  r  r  )r   rF  r  bbaxisr 	  axxr  axisrbbspinesr|   spinerr  bbaxr  bbtbr   r   r   color_boxes+  sP   







r4	  c                  C   sn  t ddi$ tjddd\} }| j  t|  t| |\}}}}W d    n1 s-w   Y  g dg dg}t|D ]\}}tj	j
||  }	t|j|	jdd	 q>g d
g dg dg dg}t|D ]\}}tj	j
||  }	t|j|	jdd	 qfg d}tj	j
| }	t|j|	jdd	 g d}tj	j
| }	t|j|	jdd	 | | jj}
t|
| jdd	 d S )N_internal.classic_modeFr  rm  rm  r  r  )g     ^@g8R@g     @g     @@)g8`U@gX@g     J@g     @r!   )decimal     b@-]@     @F8&@r:	  g     @r<	  rc  r:	  Nё\]@r=	        @gR!@r@	  r=	  rA	  r:	  g]@r<	  rA	  )g+e`U@gbhR@g{G@g{Gȏ@)r   r   r   rv  r   r;  r4	  rD  r5  Bboxfrom_boundsr   r  rK  transformedtransFigurer  )r   r   r-	  r0	  r2	  r3	  r  r 	  r  targetbbaxbbr   r   r   test_normal_axesY  s8   

rJ	  c            
      C   s&  t ddi& tjddd\} }| j  |jg g d t| |\}}}}W d    n1 s/w   Y  t|D ]
\}}|d u sBJ q8g dg dg d	g d
g}t|D ]\}}tj	j
||  }	t|j|	jdd qUg d}tj	j
| }	t|j|	jdd g d}tj	j
| }	t|j|	jdd d S )Nr5	  Fr  r6	  r7	  xticklabelsyticklabelsr9	  r>	  r?	  rB	  re  atolrC	  )r:	        ^@r<	  rA	  )r   r   r   rv  r   rx   r4	  rD  r5  rD	  rE	  r   r  )
r   r   r-	  r0	  r2	  r3	  r 	  r  r  rH	  r   r   r   test_nodecorator  s,   
rQ	  c            
      C   s  t ddi- tjddd\} }|jg g d |jjd | j  t	| |\}}}}W d    n1 s6w   Y  g dg d	g d
g dg}t
||D ]\}}tjj| }	t|j|	jdd qNg d}tjj| }	t|j|	jdd g d}tjj| }	t|j|	jdd d S )Nr5	  Fr  r6	  r7	  rK	  )r{  rx  )r:	        8@r<	  gs~8&@r>	  r?	  rB	  re  rN	  rC	  )r:	  rR	  r<	  g     @)r   r   r   rx   r  r<   r  rv  r   r4	  r  r5  rD	  rE	  r   r  )
r   r   r-	  r0	  r2	  r3	  targetsr  bbspinerH	  r   r   r   test_displaced_spine  s*   
rU	  c               	   C   s   g dg dgg dg dgg dg dgg} t g dD ]W\}}tdd	iE tjd
dd\}}|j|d |j  t||\}}}}t ddgD ]\}	}
tj	j
| | |	  }t||
 j|jdd qKW d   n1 sow   Y  qdS )zG
    Switch the tickdirs and make sure the bboxes switch with them
    )r:	  rP	  r<	  +e8&@)r:	  rP	  r=	  rA	  )r:	  gZӼ8[@r<	  88&@)g r\a@rr  r=	  rA	  )r:	  gqq\@r<	  rW	  )g88b@r;	  r=	  rA	  )r	  rY  inoutr5	  Fr  r6	  r7	  rZ  r   r!   re  rN	  N)rD  r   r   r   r  rv  r   r4	  r5  rD	  rE	  r   r  )rS	  dnumdirsr   r   r-	  r0	  r2	  r3	  r 	  r   rH	  r   r   r   test_tickdirs  s2   
r[	  c            	      C   sn  t ddi tjddd\} }| j  |jddd t| |\}}}}t| |\}}}}g d	g d
g}tdD ]}tj	j
||  }t||d  j|jdd q:tjddd\} }| j  |jddd |  |jdddd | j  t| |\}}}}g dg dg}tdD ]}tj	j
||  }t||d  j|jdd qW d    d S 1 sw   Y  d S )Nr5	  Fr  r6	  r7	  rn   rY  )rJ  r[  )r:	  g88[@r<	  rW	  )gCiq\a@r@	  rV	  rA	  r!   re  rN	  rH  r   r  )r:	  gPUUUUUB@r<	  gVUUUUT@)gz6P@rP	  goTT@rA	  )r   r   r   rv  r   r  r4	  r   r5  rD	  rE	  r   r  r?  )	r   r   r-	  r0	  r2	  r3	  rS	  r  rH	  r   r   r   test_minor_accountedfor  s>   


"r\	  c                 C   sR   |  dd | dd |  d}|d |d | dd d S )Nr0  Fr  r1  Ton)r   rL  r  r   r   r   test_axis_bool_arguments  s   


r^	  c                  C   sr   t  \} }d}d}d}d}|||||g}t|||||fks#J ||f| ks-J ||f| ks7J d S )Nr   rj   r   r  )r   r   rL  r  ry   rz   )r   r   rL   rM   r6  r7  r  r   r   r   test_axis_extent_arg  s   r_	  c                  C   s~   t dd tddD } t g d}t j|d}t \}}|| | t	t 
d}| d| d	| fks=J d S )
Nc                 S   s   g | ]	}t  d d|qS )r  r    r|  r  r   r   r   r     re  z(test_datetime_masked.<locals>.<listcomp>r    rm  r  r   r  g    H&Ag    d&A)rN   r!  r   r	   ra  r   r   rv   r  r  r  ry   )r1   r.   r  r   r   r  r   r   r   test_datetime_masked
  s    r`	  c                  C   sD   t jg dg dgdd\} }} |d dksJ |d dks J d S )	Nr  )r   r  r   rm  r  r  r   r    rh   rm  )r   r  r  r  r   r   r   test_hist_auto_bins  s    rb	  c            
      C   s   t d\} \}}g d}|tjg }||\}}}tjdd ||\}}	}W d    n1 s4w   Y  tj|| tj||	 d S )Nr!   r  r  r  )r   r   rN   r"  r  r!  r   r   )
r   r   r   rl  nan_datar  r  r  nanbinsnanedgesr   r   r   test_hist_nan_data  s   rf	  c                  C   sD   t jtjddddd\} }} |d dksJ |d dks J d S )	Nrj   r  ry  T)r   r  r   rh   r    )r   r  rN   rO   r   ra	  r   r   r   test_hist_range_and_density+  s
   rg	  c            
      C   sz   t  \} }g d}|j|||ddd}|jj\}}}|jD ]}|D ]
}|j|jks,J q"|D ]
}	|	j|jks9J q/qd S )Nr  r   r   )r1   r  r`  r  r  )r   r   r*  r  r  r  r  )
r   r   r1   barcont	data_linecaplinesbarlinecolsr*  capline
barlinecolr   r   r   test_bar_errbar_zorder2  s   
rn	  c                  C   s6   t  \} }|  |ddg | dksJ d S )Nr   r  r  )r   r   r  r  ry   r   r   r   r   test_set_ticks_invertedA  s   ro	  c                  C   sv   t jdd} |  }|ddgddg |jddddd	d
d |d | j| }|j	|j
 tdks9J d S )Nr  rf  rh  r  r   r  logit)F]tE?g'^P?r    r@  r  rl   r  rm   rk   rB  r   r!   )r   r   r   rv   rx   r#  rG	  transform_bboxrK  r  r~  r   approx)r   r   r   r   r   r   $test_aspect_nonlinear_adjustable_boxH  s   
ru	  c                  C   s   t jdd} | g d}|ddgddg |jdddd	d
dd |d |  | t	ddgks8J |
 d	ks@J d S )Nr  rf  r(  rh  r  r   )r    r   rp	  )gbeF?rq	  r    rA  rr	  r   gS[:XL	@g'In?@)r   r   r"  rv   rx   r#  r  ry   r   rt	  rz   r   r   r   r   (test_aspect_nonlinear_adjustable_datalimU  s   
rv	  c                  C   s   t  \} }| }|ddg |d t  \}}|d |ddgddg |jdd	d
 | j  |j  |	 }|	 }|	 }t
|j|j t
|j|j d S )Nr}  iX  r    r   r!   rm  r  r  r@  rD  )r   r   r   rv   set_box_aspectr#  rE  rv  r   rK  r   rR  )r  r   axtwinr  r   bb1bbtr  r   r   r   test_box_aspectd  s   



r{	  c                  C   s   t  \} }|g d | j  |d t  \}}|d |j  |g d | j  |j  | }| }t|j|j d S )N)r   r   rq  r   r   )	r   r   r  rv  r   rw	  rK  r   rR  )r  r   r  r   ry	  r  r   r   r   test_box_aspect_custom_position~  s   





r|	  c                  C   sn   t jddtdddd\} }| j  | j }g }|jD ]}||}||j	|j
g qt||d  d S )Nr!   r   r    )rN  T)r  r  r   )r   r   r  rv  r   r  rE  r  r  r~  r  r   )r   rF  r  ro  r   r  r   r   r   test_bbox_aspect_axes_init  s   




r}	  c                  C   s4   t dd\} }|g d | j  |  d S )Nr    r  )r   r   rv   rv  r   redraw_in_framer   r   r   r   test_redraw_in_frame  s   
r	  c                  C   sB   t  \} }| jdd usJ |d | jdd u sJ d S )N)r  r  F)r   r   rv  inaxesr  r   r   r   r   test_invisible_axes  s   
r	  c                  C   <   dt jd< t  } | j }|D ]}|j dksJ qd S Nr\  zlines.markeredgecolor)r   r   r{  rt   get_major_ticksrQ  get_markeredgecolorr   ticksr&  r   r   r   "test_xtickcolor_is_not_markercolor     

r	  c                  C   r	  r	  )r   r   r{  r   r	  rQ  r	  r	  r   r   r   "test_ytickcolor_is_not_markercolor  r	  r	  rL  r  )TFNc           
      C   s   t  \}}td}tddd}||| t|d|  d}t|d|  d}t|d|  d}|d u r:| n|}	|d	|d
 |	| ksIJ |j  t	| d	 d S )Nr   rx  r   get_autoscale_onr   limget_)rZ  r   )r  )
r   r   rN   rV   r   r"   r  rv  r   r   )
rL  r  r   r   r1   r.   get_autoscale_onset_limget_lim	post_autor   r   r   test_unautoscale  s   

r	  c                 C   s`   | j dddtjd gddg\}d| _|j ddtdtjd dtddd d S )Nr  r  r   r!   r    r   e   )r   rv   rN   r   get_path_interpolation_stepsr   )r7   r8   rt  r   r   r   )test_polar_interpolation_steps_variable_r  s
   $
r	  c                  C   s6   t  \} }|dd | j  | dksJ d S )Nr   g&.>)r   g	>)r   r   r*  rv  r   rz   r   r   r   r   test_autoscale_tiny_sticky  s   
r	  c                  C   X   dt jd< dt jd< t  } | j }|D ]}|j dks J |j dks)J qd S )Nr  zxtick.colorr   zxtick.labelcolor)r   r   r{  rt   r	  rQ  r  rR  r	  r   r   r   &test_xtickcolor_is_not_xticklabelcolor     


r	  c                  C   r	  )Nr  zytick.colorr   zytick.labelcolor)r   r   r{  r   r	  rQ  r  rR  r	  r   r   r   &test_ytickcolor_is_not_yticklabelcolor  r	  r	  r  c                 C   s   g | ]}|d ur|qS r   r   )r   r  r   r   r   r     s    r   )r  rj   r}  c                 C   st   | t jd< | t jd< t \}}|j  tddg|j|jgD ]\}}|	 D ]}|j
 ||ks6J q(q d S )Nzxtick.labelsizezytick.labelsizer1   r.   )r   r   r   r   rv  r   r  rt   r   r	  rR  r  _get_tick_label_size)r  r   r   namerL  r&  r   r   r   test_relative_ticklabel_sizes  s   


r	  c                  C   s\   t  } | jdddd\}}|g dg d |dd | }t|d	d
gs,J d S )Nr!   r    r  rR  rJ  )r!   r   r!   r   r  r   r   r  )r   r   r   r"   r  ry   rN   r  )r   r   r   rl   r   r   r   test_multiplot_autoscale	  s   r	  c                  C   sX   t  } | d}| jg d|d}| }| jdd |  | k s*J d S )Nr  )r  r  r   r   rR  r   )r=   )r   r   r   r"  rK  r  r  r  )r   r=  r   init_posr   r   r   $test_sharing_does_not_link_positions  s   
 r	  c                 C   sz  t g d}| d}|d jddgddg|dd |d jddgddg|dd |d jddgddg|dd |d jt d	|dd
 |d j	t d	t d	|dd
 |d}|d jddgddg|dd |d jddgddg|dd |d jddgddg|dd |d jt d	|dd
 |d j	t d	t d	|dd
 d S )Nr   r   r   r    r!   rh   rn  r   rj   r  r  r  )
rN   r!  r   rv   rq   r"   r  r  rV   r*  )r7   r8   r   rF  r   r   r   test_2dcolor_plot  s   
"""&
"""*r	  c                 C   s~   t ddt j d}t |}|jddddd}|jD ]}||| q| jddddd}|jD ]}|  ||| q0d S )Nrc  r!   re  Tr  )rN   rV   r   r   r   rE  rv   r3  )r7   r8   r1   r.   rF  r   r   r   r   test_shared_axes_clear.  s   


r	  c                  C   s   t jddddd\} }|jD ]
}|ddgd q|d g d |jD ]}| |d  ks3J q%|d g d |jD ]}| |d  ksNJ q@d S )	Nr!   r  r  r   zo-r  )rZ  r   r    r   )rZ  r   r!   r0  )r   r   rE  rv   r  ry   r  rz   r  r   r   r   test_shared_axes_retick=  s   


r	  r/   )r=   r1  r+   c                 C   sD   t  }| }|jdd| d |jd |j  | ks J d S )Ntestr    r-   r+   )r   r   r   r   set_label_positionr?  r  )r/   r   r   r   r   r   test_ylabel_ha_with_positionL  s
   r	  c                  C   s   t  } ddgddg}}| ||}| |}|d j|d |d fks'J |d  dks1J |d  dks;J |d j|d |d fksJJ |d  dksTJ |d  dks^J d S )	Nr    r!   r   r   r1  r<   r'   r   r4  r*  	bar_labelrn  r  r  r   r  heightsrU  r8  r   r   r    test_bar_label_location_verticalU     
r	  c                  C   s   t  } ddgddg}}| ||}| |}|d j|d |d fks'J |d  dks1J |d  dks;J |d j|d |d fksJJ |d  dksTJ |d  dks^J d S )	Nr    r!   r   r	  r   r=   r1  r+   r   r4  rB  r	  rn  r  r  r   r  r  rU  r8  r   r   r   "test_bar_label_location_horizontalb  r	  r	  c                  C   s   t  } ddgddg}}| ||}| j|dd}|d j|d d |d fks+J |d  dks5J |d  dks?J |d j|d d |d fksPJ |d  dksZJ |d  dksdJ d S )Nr    r!   r   r	  r1  )
label_typer   r	  r	  r   r   r   test_bar_label_location_centero  s   ""r	  c                  C   s   t  } ddgddg}}| j||dd}| |}|d j|d |d d fks+J |d  dks5J |d  dks?J |d j|d |d d fksPJ |d  dksZJ |d  d	ksdJ d S )
Nr    r!   r   r	  )r`  r   r1  r<   r'   r	  r	  r   r   r   !test_bar_label_location_errorbars|  s   
""r	  c                  C   sV   t  } | ddgddg}| j|dd}|d  dksJ |d  d	ks)J d S )
Nr    r!   r   r	  r  )r   r   z3.00z-4.00r   r4  r*  r	  r  r   rU  r8  r   r   r   test_bar_label_fmt  s
   r	  c                  C   sZ   t  } | ddgddg}| j|ddgd}|d  dks!J |d  dks+J d S )	Nr    r!   r   r	  r  r  )r8  r   r	  r	  r   r   r   test_bar_label_labels  s
   r	  c                  C   sl   t  } | ddgtjdg}| |}dd |D ddgks!J |d jd	ks*J |d  d
ks4J d S )Nr!   r   r    c                 S   r  r   r  )r   rt  r   r   r   r     r9  z,test_bar_label_nan_ydata.<locals>.<listcomp>r   1r   r7  r<   )r   r4  r*  rN   r"  r	  rn  r  )r   r@  r8  r   r   r   test_bar_label_nan_ydata  s   
r	  c               	   C   sp   t  \} }|tddddd dtdtj d d	  }tj	t
d
|d  d|d f|jjd d S )N)r   rh   r  r  rr  r   gffffff?r   r3  r!   gr  r  )r   r   r  r  WedgerN   r   r   r   assert_array_almost_equal_nulpr!  dataLimr  )r   r   botr   r   r   test_patch_bounds  s   "r	  c               	   C   sN   t jtdd tjdgdgddddd} W d    d S 1 s w   Y  d S )	Nz!You passed a edgecolor/edgecolorsrw  r   r  rW  r  r  )rb   rt  r  r  )r   rz  r  r   r"   rn  r   r   r    test_warn_ignored_scatter_kwargs  s   "r	  r	  (  r2  r   r  r8	  r   r  	itertoolsr   platformr  r   
contextlibr   ImportErrorr   dateutil.tzr	  numpyrN   r	   r
   r   rB   r   matplotlib.testing.decoratorsr   r   r   matplotlib.colorsr  r?  matplotlib.datesr  r  matplotlib.figurer   matplotlib.font_managerfont_managermfont_managermatplotlib.markersr  r  matplotlib.patchesr  r  matplotlib.pyplotpyplotr   matplotlib.tickertickerr   matplotlib.transforms
transformsr5  numpy.testingr   r   r   r   matplotlib.cbookr   r   r;   rA   rC   r^   r   r   r   r   r   r   r   r   r  r  r  r&  r/  r>  r@  rH  r   rO  rX  r^  ra  rv  r{  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r%  r)  r.  r8  rA  rJ  r  rV   rQ  rX  rc  rl  rr  ry  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r%  r+  r,  r-  r3  r5  r?  rC  rI  rL  rW  rY  rZ  rc  rn  r}  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  Patchr  r  r  r  r  r  r  r  r  r  r  r  r   r  r  r  r  r(  r,  r.  r0  r1  r  r  r!  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r  r  r  r
  r  r  r  r  r  r  r  r  r  r!  r#  r$  r.  r0  r2  r4  r6  rA  rF  rK  rM  rN  rQ  r[  r_  rj  rm  ro  rp  rs  rw  ry  r{  r|  r}  r~  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r#  r$  r*  r+  r-  r.  r9  r;  r<  rA  rD  rL  rO  rV  rY  rZ  rj  rk  rr  ry  rz  r~  r  r  r  machiner  r  r  r  r  r  r  r  r  r  r"  r  r  r  r  r  r  r  r  r  r   r  r  r  r  r   r-  r0  r4  r5  r  rX   r  r  r=  r>  rH  rI  rP  rS  rW  r\  rp  rv  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  image	AxesImager   PcolorImagerO   QuadMeshrq   r   r  r  r  r  r  r  r  r  r  r  r  r  fixturer&  r)  r*  r,  r/  r1  r2  r5  r6  r;  r>  r@  rE  rH  rL  rM  rT  r\  r`  rc  re  rg  rx  r{  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r	  r	  r	  r	  r	  r	  r	  r"	  r#	  r$	  r*	  r,	  r4	  rJ	  rQ	  rU	  r[	  r\	  r^	  r_	  r`	  rb	  rf	  rg	  rn	  ro	  ru	  rv	  r{	  r|	  r}	  r	  r	  r	  r	  r	  r	  r	  r	  r	  font_scalingsr	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r	  r   r   r   r   <module>   s   




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'
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
2



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
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
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


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

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






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
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
!


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
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$

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
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

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
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
	
	

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
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






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

  *	;

		
	
>


	

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	
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	
	
	
	


				

	
	2
.
+
	
	




	
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

+*

	
&
&
 !"
	
 ,



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
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
	

$
"
".
 !			

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