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    liX                    @   s&3  d dl Z d dlm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
mZ d dlZd dlmZ 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 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l+m,Z- d dl.m/Z0 d dl1m2Z2 d dl3m4Z4 d dl5m6Z7 d dl8m9Z: d dl;m<Z= d dl>m?Z@ d dlAmBZC d dlDmEZEmFZFmGZG d dlHmIZImJZJmKZK eJdgddd ZLdd ZMdd ZNeJ dd ZOeJ dd ZPeJ dd ZQdd  ZReJdgdd!d" ZSeJdgdd#d$ ZTeJdgdd%d& ZUd'd( ZVeJdgdd)d* ZWeIg d+d,d- ZXd.d/ ZYd0d1 ZZeId2gd3d4 Z[d5d6 Z\ej]^d7d8eJdgd9d:d;d< Z_eId=gd>d? Z`d@dA ZadBdC ZbdDdE ZcdFdG ZdeJdgddHdI ZeeIdJgdKdLdMdN ZfejghdOdPdQ ZiejghdOdRdS ZjejghdOdTdU ZkeJdgddVdW ZleIdXgdKdLdYdZ ZmeId[gdKdLd\d] Znd^d_ Zod`da Zpdbdc Zqddde ZreIdfgdgdhididjdk Zsdldm ZteJdgddndo ZueIdpdpgdqdr ZveIdsgdtdudvdw ZweJdgddxdy Zxdzd{ ZyeId|gdgdKdtd}d~d ZzeIdgdd Z{eIdgdddd Z|eIddgdKdLdd Z}eIddgdKdLdd Z~dd ZeIdgdtdudd ZeIdgdtdKddd Zdd Zdd ZeIdgdd ZejghdOej]^dg deJdgddd ZeIddgdKdtddd ZeIdgdte dv rdnd ddd Zdd ZeIdgdKdLdd Zej]j^dedddfedddeddfeddddedfgg dddd Zej]j^dedddfedddeddfeddddedfgg dddd ZeIdgdKdLdd ZeIdgdtdKdddÄ ZeIdgdKdLddƄ ZeIdgddɄ ZeIdgdKdLdd̄ Zdd΄ ZeIdgdKdLddф ZeIdgdgdddՄ ZeIdgddgdKd؍ddڄ Zej]^dddgeJdgddd߄ ZeIdgdtdudd ZeIdgdtdudd Zdd Zdd ZeJdgddd ZeJdgddd Zdd Zdd Zej]^dddKgeJdgddd ZeIdgdd ZeIdgdKdOddd ZeIdgdKdLdd Zdd  ZeIdgdKdLdd ZeIdgdKdddd ZeId	gdKd
ddd ZeIdgdKdLdd ZeIdgdKdLdd ZeIdgdOdKddd ZeIdgdKdLdd ZeIdgdKdLdd ZeIddgdd Zdd  Zd!d" ZeId#gd$d% ZeId&gd'd( ZeJdgdd)d* ZeJdgdd+d, ZeJdgdd-d. ZeJdgdd/d0 Zd1d2 Zd3d4 ZeId5gd6d7 Zd8d9 Zd:d; Zd<d= Zd>d? Zd@dA ZdBdC ZejghdOeJ dDdE Zej]^dFdGdHdGdIgdGfg dJg dKg dLg dLdIfg dJg dKg dMg dMdIfg dJg dKdNg dOdNfgdPdQ ZdRdS ZdTdU ZeIdVgdKdLdWdX ZeJdgddYdZ ZŐd[d\ ZeId]gdKdLd^d_ Zǐd`da ZeIdbgdKdLdcdd ZeIdegdKdLdfdg ZeIdhgdidj Zːdkdl Z̐dmdn Zej]j^doejjΐdpdq drdq gg dsddtdu Zej]^dvg dHfg gdHfg g gdfgdwdx Zej]^dydzej,jjfd{ejjjfd|ej,jjfgd}d~ ZeJdgddd ZeJdgddd ZeJdgddd ZeJdgddd Zِdd Zڐdd Zېdd Zܐdd Zݐdd ZeIdgdKdLdd ZeIdgdd ZeJdgddd Zdd ZeIdgdKdtddd ZeIdgdte dv rdnd ddd ZeIddgdKdtddd ZeIdgdKdtddd Zdd ZG dd dZdsddddZeddZej]^de edeg dgdfeddedeg dgdfedddedeg dgdfeddedeg dgdfeddgdeddgeg dg dgdfgdd Z[[ej]^de dfedddfedddfeddgdddgfedddfedddfedddfeddddfedddddfedddfeddddfgdÐdĄ ZdŐdƄ ZdǐdȄ Zdɐdʄ Zdːd̄ Zd͐d΄ ZdϐdЄ ZeIdѐdgdҐdӄ ZeIdgdKdLdՐdք Zi dאdq i fdؐdلZeIdgdgdidOd܍dݐdބ ZeIdgdgdidOd܍dd ZeIdgdgdidOd܍dd ZeIdgdgdidOd܍dd ZeIdgdKdgdidOdddd ZeIdgdgdidOdddd ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd Z eIdgdKdgdidOddd ZeIdgdKdgdidOdd d ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd ZeIdgdKdgdidOdd	d
 ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd ZeIdgdKdgdidOddd Z	eIdgdKdgdidOddd Z
eIdgdKdgdidOddd ZeIdgdKdgdidOddd ZeId gdKdgdidOdd!d" ZeId#gdKdgdidOdd$d% Zd&d' Zd(d) ZeId*gdgdidOd܍d+d, ZeId-gdgdidOd܍d.d/ Zd0d1 ZeId2d2gd3dOd4d5d6 ZeId7gdgdidOd܍d8d9 ZeId:gdKdOdd;d< ZeId=gdKdgdidOdd>d? ZeId@dAgdOdudBdC ZdDdE ZeIdFgdgdidKdHdOdGdHdI ZeIdJgdKdgdidOddKdL ZeIdMgdKdgdidOddNdO ZdPdQ ZdRdS ZdTdU ZdVdW Z eIdXgdKdgdidOddYdZ Z!eId[d[gd\d] Z"eId^gd_d` Z#eIdagdbdc Z$eIddgdedf Z%eIdggdhdi Z&eIdjgdkdl Z'eIdmgdndo Z(eIdpgdqdr Z)eIdsgdtdu Z*eIdvgdwdx Z+eIdygdzd{ Z,eId|gd}d~ Z-eIdgdd Z.eIdgdd Z/dd Z0dd Z1dd Z2dd Z3eJdgddd Z4eJdgddd Z5dd Z6dd Z7dd Z8eIg ddd Z9eIdgdgdKd؍dd Z:dd Z;eJ dd Z<dd Z=eIdgdd Z>dd Z?dd Z@eJdgddd ZAdd ZBdd ZCeJ dd ZDej]^dg deg ddHgdd ZEeJdgddd ZFeIddgdd ZGeIdgdd ZHeIdgdKdLdd ZIeIdgddÄ ZJeIdgdŐdƄ ZKej]j^ddKdgdȐdgdeIdgdtdKddːd̄ ZLd͐d΄ ZMdϐdЄ ZNdѐd҄ ZOej]j^ddKdgdȐdgdeIdgdtdKddԐdՄ ZPeIdgdאd؄ ZQeIdgdڐdۄ ZReIdgdݐdބ ZSeIdgdKdLdd ZTdd ZUdd ZVdd ZWdd ZXdd ZYdd ZZdd Z[dd Z\eIdgdd Z]dd Z^dd Z_dd Z`eIdgdKdLdd ZaeIdgdKdLdd  ZbeIdgdKdLdd Zcdd Zddd ZeeIdgdKdLd	d ZfeId
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gdKdLdd ZgeIdgdKdLdd Zhej]^dg ddd Zidd ZjeIdgdKdLdd Zkdd Zlej]^dg gg d dHggd dHgg ggej]^dg ddd ZmeJdgdd d! ZneId"gdKdLd#d$ ZoeId%gd&d' ZpeId(gdKdLd)d* ZqeId+d,ge d-kr6d nddd.d/ ZreJ d0d1 ZseJ d2d3 ZteJ d4d5 ZueJ d6d7 Zvd8d9 ZweIg d:dgdd;d< Zxd=d> ZyeIg d?dgdd@dA ZzdBdC Z{ej]^ddHddej|dDgej}g dEdFgeJdgddGdH Z~eIdIdIgdKdLdJdK ZeIdLgdKdLdMdN ZdOdP ZeIg dQdKdRdOdSdTdU ZeIg dVdKdRdOdSdWdX ZeIg dYdKdRdOdSdZd[ Zd\d] ZeJdgdd^d_ Zd`da ZeIg dbdKdcdddde ZeIg dfdKdLdgdh Zdidj ZeJdgddkdl ZeIdmgdKdLdndo ZeIdpdpgdKdLdqdr Zej]^dsg dtdudv Zdwdx Zdydz ZeJdgdd{d| Zd}d~ Zej]^de7je7jdge7je7jdggdd Zdd Zdd Zdd Zdd Zdd Zej]^dedi dfedi dfedHdgfi dfee ddidffdd Zdd Zej]^d7d8dd Zdd Zdd ZeIdgdd ZeIg ddgdtddd ZeIdgdtdudd ZeIdgdtdudd ZeIdgdtdudd ZeIdgdtdudd ZeIdgdtdudd ZeIdgdd Zdd Zdd Zdd ZeJ dd ZeJ dd ZeIdgdĐdń ZdƐdǄ ZeJdgddȐdɄ Zdʐd˄ Zd̐d̈́ Zdΐdτ ZdАdф ZeIdgdӐdԄ ZdՐdք ZeIdgdgdididِdڄ Zdېd܄ Zdݐdބ Zej]^dedi dfedi dfee dGdidfee ddidfeddHdHd8dfeddGdHidfedi dffdd Zdd Zdd Zdd Zdd Zdd ZÐdd ZĐdd ZŐdd ZeIdgdgdididd ZeIdgdgdididd ZȐdd  Zɐdd Zʐdd Zːdd Zej]^ddej͐jfd	ej͐jfeϐdDeϐdFfej͐jfg d
g dfej͐jfejѐѐdejѐѐdfejjfgej]^dedӐdejѐddFdgdd ZՐdd Z֐dd Zאdd Zؐdd Zej]^deك dd ZeIdgdKdLdd Zېdd  Zܐd!d" Zej]^d#dKdgd$d% ZeId&gdKddd'd( ZeId)gdKdtdd*d+ ZejghdOd,d- ZejdGdgd.d/d0 Zejg d1d.d2d3 Zd4d5 Zd6d7 Zd8d9 Zd:d; ZejghdOd<d= ZejghdOd>d? Zd@dA ZdBdC ZdDdE ZdFdG ZdHdI ZdJdK ZdLdM ZdNdO ZdPdQ ZdRdS ZdTdU ZdVdW ZdXdY ZdZd[ Zd\d] ZeId^gd_dd`da ZeIdbgdcdd ZeIdegd_ddfdg ZeIdhgdKdLdidj Zdkdl Zdmdn Zdodp Z dqdr Zej]j^dsg dtg duddvdw Zdxdy Zdzd{ Zd|d} Zd~d Zdd Zdd Zdd Z	dd Z
ejghdOdd Zdd Zdd Zdd Zdd Zdd Zej]^dddgej]^dddgdd Zdd Zdd Zdd ZeJdgddd ZeJdgddd Zdd Zdd Zdd ZeIdgdKdtddd Zdd Zdd Zej]^dddKgej]^dddKgdd Zdd Zdd Zdd Z dd Z!dd Z"dd Z#eIdgdtdKdddÄ Z$eIdgdtdudŐdƄ Z%dǐdȄ Z&dɐdʄ Z'dːd̄ Z(d͐d΄ Z)dϐdЄ Z*eIdgdKdtddҐdӄ Z+dԐdՄ Z,d֐dׄ Z-dؐdل Z.dڐdۄ Z/dܐd݄ Z0dސd߄ Z1eJdgddd Z2dd Z3dd Z4dd Z5dd Z6dd Z7dd Z8dd Z9dd Z:dd Z;dd Z<dd Z=dd Z>dd Z?dd Z@dd ZAd d ZBdd ZCej]^dd8ej]^dddd ZDeJdgdd	d
 ZEejghdOdd ZFdd ZGdd ZHej]^ddd e'jID g d ejghdOdd ZJdd ZKdd ZLeJdgddd ZMeJdgddd ZNdd  ZOej]^d!g d"d#d$ ZPd%d& ZQd'd( ZRd)d* ZSd+d, ZTd-d. ZUd/d0 ZVd1d2 ZWeId3gd4d5 ZXd6d7 ZYd8d9 ZZej]^d:d;d<d<j[gd=d> Z\d?d@ Z]dAdB Z^dCdD Z_dEdF Z`dGdH ZadIdJ ZbejghdOdKdL ZcdMdN ZddOdP Zeej]^dQdRej]^dddSedigdTdU ZfdVdW ZgdXdY ZhdZd[ Zid\d] Zjd^d_ Zkd`da Zldbdc Zmddde ZneJdgddfdg ZoeIdhgdtdudidj Zpdkdl Zqdmdn Zrdodp ZsejghdOdqdr ZtdS (t      N)
namedtupleDecimal)partial)product)SimpleNamespace)ma)cycler)
rc_context)MatplotlibDeprecationWarning)Figure)Axes)
HammerAxes)	PolarAxes)assert_allcloseassert_array_equalassert_array_almost_equal)image_comparisoncheck_figures_equalremove_ticks_and_titlespng
extensionsc                 C   s   |   }|d d S NF)subplotsset_visiblefig_testfig_refax r    X/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/matplotlib/tests/test_axes.pytest_invisible_axes1   s   r"   c                  C   sD   t  \} }|d |d | dksJ | dks J d S )Nzx labelzy label)pltr   
set_xlabel
set_ylabel
get_xlabel
get_ylabelfigr   r    r    r!   test_get_labels7   s
   

r*   c                  C   sH   t  \} }|d |d |d |d t|dks"J d S )NlabeltitlexyzH<Axes: label='label', title={'center': 'title'}, xlabel='x', ylabel='y'>)r#   r   	set_label	set_titler$   r%   reprr(   r    r    r!   	test_repr?   s   



r2   c                 C   s   |   }|jddgddgddgdd}|  |jddd |jdd	d | |}|jd
dd |  }|jddgddgddgdd}|  |jddd	d |jddd	d ||}|jd
dd	d d S )N      scattercr+   Y LabeltoplocX LabelrightZ Labelr.   har-   r@   r   r5   legendr%   r$   colorbarr/   r   r   r   sccbarr    r    r!   test_label_loc_verticalJ   s   

rH   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 )Nr3   r4   r5   r6   r8   bottomr:   r<   left
horizontalorientationr>   r   r?   rA   rB   rE   r    r    r!   test_label_loc_horizontal]   s   rN   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=   r9   )zxaxis.labellocationzyaxis.labellocationr3   r4   r5   r6   r8   r<   rK   rL   r>   r?   rA   )	
matplotlibr
   r   r5   rC   r%   r$   rD   r/   rE   r    r    r!   test_label_loc_rcp   s$   



rP   c                  C   s  t  \} }|jddd |jddd |j  dksJ |jddd |j  dks1J |jddd |j  dksCJ |jddd |jddd |j  dks\J |jddd |j  dksnJ |jddd |j  dksJ d S )Nz
Test labelrJ   r:   centerr=   r9   rI   )r#   r   r$   xaxis	get_labelget_horizontalalignmentr%   yaxisr(   r    r    r!   test_label_shift   s   rV   c           	      C   s   t jd d}t jdd| }|d }|  }|j||d | }t j||ddt || }t 	| |d }||d | ||  }|
|dg| |jdddd d S )	N!N,   r   r3   maxlagsfullmoder.   xminxmax)nprandomseednormalcumsumr   acorr	correlatedotarangevlinesaxhline	r   r   Nxr-   rZ   ax_testax_refnorm_auto_corrlagsr    r    r!   
test_acorr   s   rr   c           	      C   s   t jd d}t j|d  }t |t j}|d }|  }|j	||d | }t j
||ddt || }t | |d }||d | ||  }||dg| |jdddd	 d S )
NrW   3   
   r3   rY   r[   r\   r   r^   )ra   rb   rc   randre   ceilastypeint64r   rf   rg   rh   ri   rj   rk   rl   r    r    r!   test_acorr_integers   s   ry   c                 C   s  t jd t d}d|d d< t j| |d}| d}|d | |d j|dd	d
 |d}|d j|ddd |d j	
  |d jg t |d d d dR ddi |d jd|d  |d  d d d d |D ]}|j	d qxd S )NrW   i   r   rX   )    rz   r4   r3   .lower)markerorigingray_rnearest)cmapinterpolation
markersizert   )aspectxlimylimboth)ra   rb   rc   onesshufflereshaper   spyimshowrR   tick_topplotnonzerosetget_xlimget_ylimset_ticks_position)r   r   aaxs_testaxs_refr   r    r    r!   test_spy   s$   



. r   c               	   C   sl   t  \} }ddidddfD ]$}tt |jtddfi | W d    n1 s.w   Y  qd S )Nr   r   osolid)r}   	linestyle   )r#   r   pytestraises	TypeErrorr   ra   eye)r)   r   unsupported_kwr    r    r!   test_spy_invalid_kwargs   s   r   c                 C   sT   t jd tjdd}|  | | }|| |j	
  |j	d d S )Nmpl20rz   r   )mplstyleusera   rb   ru   add_subplotmatshowr   rR   r   r   )r   r   r   ro   r    r    r!   test_matshow   s   

r   )formatter_ticker_001formatter_ticker_002formatter_ticker_003formatter_ticker_004formatter_ticker_005c                     sV  dd l m  m     dtjd<  fddtdD }  fddtdD } fddtdD }t 	 }|
d	 t 	 }|
d	 |j| |d
dd t 	 }|
d	 |j| |d
dd |
d t 	 }|j| |d
dd |j| |ddd |
d t 	 }|j| |d
dd |j| |ddd |
d |  d S )Nr      zlines.markeredgewidthc                    s   g | ]}| j  qS r    )sec.0r-   unitsr    r!   
<listcomp>       z)test_formatter_ticker.<locals>.<listcomp>rt   c                       g | ]}d | d  j  qS )      ?      ?kmr   r.   r   r    r!   r          c                    r   )      ?      ?r   r   r   r    r!   r      r   zx-label 001bluer   )colorxunitszx-label 003greenhourzx-label 004zx-label 005)matplotlib.testing.jpl_unitstesting	jpl_unitsregisterrO   rcParamsranger#   figurer   r$   r   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    r-   posr    r    r!   	_formfunc     z4test_funcformatter_auto_formatter.<locals>._formfunc)r#   r   r   rR   isDefault_majfmtisDefault_minfmtrU   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   rR   r   r   rU   set_minor_formatterr   StrMethodFormatterr   get_minor_formatterfmt)formstrr   targ_strformatterr    r    r!   &test_strmethodformatter_auto_formatter3  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   r3      T)numendpoint       @皙?皙?333333?r   d   z%08.2lf)tricksmindjedi)   #   7   K   z%05.2lf)r7   3pr   )ra   linspacesinpir#   FixedLocatorr   r   r   rU   set_major_locatorset_minor_locatorr   FormatStrFormatterr   FixedFormatterrR   LinearLocatortwinytwinx)valslocsmajlminlr)   ax1r    r    r!   "test_twin_axis_locators_formattersL  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  drawrR   get_visiblepatchclarU   )r)   r   ax2ax3r    r    r!   test_twinx_clae  s"   r  twinr-   r.   RQ?)r   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_scaler3   r   r4   logr3   r4   r      nonezaxes.edgecoloraxes.linewidth
projecting)	transform	facecolor	edgecolor	linewidthcapstyle)ra   ri   r   getattrr   rO   pathPath
add_artistpatches	PathPatchMOVETOLINETO	transAxesr   r   r   )r   r   r  	twin_func	set_scaler-   rn   ax_twiniro   r'  r    r    r!   test_twin_logscale|  sD   
r2  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   r3   r   r   r3   r4   r4   r   r   r3   r3   F)autoscalex_onautoscaley_onr   rt   r   lwr--r   r9  r   )ra   arrayr#   r   add_axesr   r  margins)r-   r.   x2y2r)   r   r  r    r    r!   test_twinx_axis_scales  s   
rA  c                  C   st   t  \} }| }|d | }| sJ | rJ | }|d | }| s2J | r8J d S r   )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_setting  s   

rJ  c                  C   s  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 | jD ]}|  qkt d}t jd|d}|jd | sJ ||t| |  | rJ |  || ||t| |  | sJ t |  d S )	Nr   )r   r   r4   r         shareyT)r#   r   gcaxaxis_invertedyaxis_invertedra   rb   r   r  r   r   r   cos	autoscaleaxesremovesubplotrU   set_invertedclose)r)   r   imgr-   ax0r
  r    r    r!   test_inverted_cla  sB   






r[  c            	         s  t jtdd G  fdddt} W d    n1 sw   Y  t jtdd G  fdddt}W d    n1 s=w   Y  G dd d| }G  fd	d
d
t}G  fdddt}G dd d|}t }| |||||fD ]}d ||g d} sJ d |   sJ qqd S )NzOverriding `Axes.cla`matchc                          e Zd Z fddZdS )z(test_subclass_clear_cla.<locals>.ClaAxesc                       d d S NTr    selfcalledr    r!   r       z,test_subclass_clear_cla.<locals>.ClaAxes.claN)__name__
__module____qualname__r  r    rc  r    r!   ClaAxes      ri  c                          e Zd Z fddZ  ZS )z-test_subclass_clear_cla.<locals>.ClaSuperAxesc                       dt    d S r`  )superr  ra  	__class__rd  r    r!   r       z1test_subclass_clear_cla.<locals>.ClaSuperAxes.cla)rf  rg  rh  r  __classcell__r    rc  ro  r!   ClaSuperAxes      rs  c                   @      e Zd ZdS )z+test_subclass_clear_cla.<locals>.SubClaAxesNrf  rg  rh  r    r    r    r!   
SubClaAxes      rw  c                       r^  )z*test_subclass_clear_cla.<locals>.ClearAxesc                    r_  r`  r    ra  rc  r    r!   clear  re  z0test_subclass_clear_cla.<locals>.ClearAxes.clearN)rf  rg  rh  ry  r    rc  r    r!   	ClearAxes  rj  rz  c                       rk  )z/test_subclass_clear_cla.<locals>.ClearSuperAxesc                    rl  r`  )rm  ry  ra  rn  r    r!   ry    rp  z5test_subclass_clear_cla.<locals>.ClearSuperAxes.clear)rf  rg  rh  ry  rq  r    rc  rr  r!   ClearSuperAxes  rt  r{  c                   @   ru  )z-test_subclass_clear_cla.<locals>.SubClearAxesNrv  r    r    r    r!   SubClearAxes!  rx  r|  Fr5  )r   warnsPendingDeprecationWarningr   r   r  )	ri  rs  rw  rz  r{  r|  r)   
axes_classr   r    rc  r!   test_subclass_clear_cla  s2   
r  c                  C   s*   t  D ]} d| jvrd| jvsJ qd S )Nr  r  )r   __subclasses__rh  __dict__)klassr    r    r!   !test_cla_not_redefined_internally2  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   r3   )rO   r
   r   r   minorticks_onr   r   rn   ro   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 )Nr4   rt   ir   r3   )r#   r   	enumerateflatr   )r)   axsr1  r   y1r    r    r!   test_autoscale_tiny_rangeE  s
   r  defaultc                  C   s   t dd\} }|g d |jdddd |jdddd t| d t| d	 | s3J | s9J |	 s?J |jd d
 t| d t| d	 | sYJ | s_J |	 seJ d S )Nr3   r3   r4   r   r  Tr-   F)enableaxistightr.   )g333333ÿg333333	@)r         @)r  )
r#   r   r   rS  r   r   r   rC  rE  get_autoscale_onr(   r    r    r!   test_autoscale_tightN  s   r  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   dtyper4   r3   Tsharex)r  r   r   )ra   ri   floatr#   r   loglogsemilogxrS  r  r   r   r   )r-   r)   r
  r  limsr    r    r!   test_autoscale_log_sharedf  s   r  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   r3   r4   r   r|   r~   )      r   Fr  r   T)
r#   r   r   r   r   r   use_sticky_edgesrS  _xmargin_ymargin)r)   r   r   r   r    r    r!   test_use_sticky_edgesx  s   r  c                 C   sZ   t ddd}| d}| jd|d}|| |d}|jd|d}|| d S )Nr   r   r   rK  rL  r  )ra   ri   r   r   
pcolormesh)r   r   ZrZ  r
  r    r    r!   test_sticky_shared_axes  s   


r  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)r   r   r   )autoscale_onr   r   r   purpler9  r   z	local maxr   r3   datar   r   zoffset points)xyxycoordsxytext
textcoords)	ra   ri   rR  r   r#   r   r   r   annotate)tsr)   r   liner    r    r!   test_basic_annotate  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)r[   rJ   r=   r   r  r4      r   r   rt   )widthlength_includes_headshapehead_starts_at_zero
head_widthhead_length)r   r#   r   r  zipr  set_xlimset_ylimra   r   arrowr   rR  )
r  r  r  kwargsr)   r  r1  r   kwargthetar    r    r!   test_arrow_simple  s&   
r  c                  C   s$   t  \} }|jdddddd d S )Nr   )r  )r#   r   r  _r   r    r    r!   test_arrow_empty  s   r  c                  C   s@   t  \} }|dddd | dksJ | dksJ d S )Nr3   )皙?皙@)r#   r   r  r   r   r  r    r    r!   test_arrow_in_view  s   r  c                  C   sN   t  \} }|jdddd}|jd u sJ |jdddi d}|jd us%J d S )Nfoor   r3   r4   r   )r  )r  
arrowprops)r#   r   r  arrow_patch)r)   r   annr    r    r!   test_annotate_default_arrow  s
   r  c                  C   sp   t  \} }t|jj}ttjj}t|	 t|	 ks"J t
| | D ]
\}}||ks5J q+dS )z?Check that the signature of Axes.annotate() matches Annotation.N)r#   r   inspect	signaturer  
parametersmtext
Annotationlistkeysr  values)r)   r   annotate_paramsannotation_paramsp1p2r    r    r!   test_annotate_signature  s   r  zfill_units.pngdpi<   )savefig_kwargc                  C   s  dd l m  m}  |   | jdtdddd}d| j }| dd}tj	d	d
dd}t
|}tdd\}\\}}\}	}
|j|g|gddd g d}||| g dd |j|g|gddd ||||| || gg dd |	j|g|gddd |	|| d| j d| j d| j d| j gd |
j|g|gddd |
j|||| || gd| j d| j d| j d| j gdd |  d S )Nr   ET  r     dt      $@g     @z
2009-04-27z
2009-04-29datetime64[D]r  r4   degred)yunitsr   r5  )r  r  g     V@r  bZ   r   )r!  )r   r   r   r   Epochdatetimer  Durationra   ri   mdatesdate2numr#   r   r   fillautofmt_xdate)r   r  valuedayr  dtnr)   r
  r  r  ax4indr    r    r!   test_fill_units  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 definedr\  r   r   r-   r}   z linestyle .* redundantly defined---r   zcolor .* redundantly definedrr   r   r  )r   r   )r   r}  UserWarningr#   r   errorbarr    r    r    r!    test_plot_format_kwarg_redundant  s   r  c                 C   sz   g d}t |}| }|  }|j||t |t |d^}}|ddg |j||t |t |ddgd d S )Nr  xerryerrr4   )r  r  dashes)ra   r   rO  r  abs
set_dashes)r   r   r-   r.   ro   rn   r  r  r    r    r!   test_errorbar_dashes  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.gridr4   r   r3   r   r  r   r  r  )rO   r   r#   r   r   )r)   r
  r  r  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.limitsz
0000-12-31g    X&Ag(\bPr4   r3   r   r   r	  r
  )	r#   r   r  r  ra   
datetime64r   	plot_dater   )r  time1data1r)   r   r    r    r!   test_single_date2  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 )Nrt   r3   r   r   r   r   r3   r4   r3   gQQ?)r   	   r   r   )ra   ri   r   r   r   r   ravel)r   r   rowcolr  r    r    r!   test_shaped_dataA  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r3   r3   r4   r4   r   twosr  r4   r   r  r3   r	  )ra   r<  r  r#   r   r   r   )ptsr  r    r    r!   test_structured_dataP  s   r0  aitoff_proj)r   r  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
       r4   )   @aitoff
projection)figsize
subplot_kwr   r  )r   N)
ra   r   r   meshgridr#   r   dictgridr   r  )r-   r.   XYr)   r   r    r    r!   test_aitoff_projZ  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  r3   r2  r     r   r         ?)r!  alphar  )r   r   r   r   r  r  r  r   convertr#   rO  axvspanr  r   t0tfr  r   r    r    r!   test_axvspan_epochk      rK  axhspan_epoch{Gz?)r  c                  C   rA  rB  )r   r   r   r   r  r  r  r   rF  r#   rO  axhspanr  rH  r    r    r!   test_axhspan_epochz  rL  rP  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  )r4     r   r   333333?ffffff?)extentr  r-   r.   )rV  r  )r#   r   ra   ri   r   hexbin)r)   r   r  r-   r.   r    r    r!   test_hexbin_extent  s   
rX  zhexbin_empty.pngc                  C   s8   t  \} }|g g  t  \} }|jg g dd d S )Nr  bins)r#   r   rW  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   r4   r   rS  r   )rV  picker  ,  r  r   )r#   r   ra   ri   r   rW  r   contains)r)   r   r  r-   r.   hbmouse_eventr    r    r!   test_hexbin_pickable  s   rd  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j	d}t 
| d S )NFpcolormesh.snaprW   順 r         @r  r4   r   r  T)yscalerZ  	marginalsreduce_C_function)r#   r   ra   rb   rc   standard_normalpowerr   rW  sumrD   )nr-   r.   r)   r   hr    r    r!   test_hexbin_log  s   
rp  zhexbin_linear.pngr   r  c                  C   s^   t jd d} t j| }dd|  dt j|   }t \}}|j||ddt jd d S )	NrW   rf  r   rg  r  rt   r   T)gridsizeri  rj  )ra   rb   rc   rk  r#   r   rW  rm  )rn  r-   r.   r)   r   r    r    r!   test_hexbin_linear  s   
rt  c                  C   sH   t dd\} }t \}}|j| |dddd}| dks"J d S )Nr\  r]  r  r4   r   )rZ  vminvmax)ra   ri   r   r#   r   rW  get_clim)r-   r.   r)   r   ro  r    r    r!   test_hexbin_log_clim  s   rx  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)r  r4   r  )r3   r4   r  r   )r  ry  r  )ry  r  )r   r  r  rt   r3   )rt   r3   )
r#   r   invert_xaxisr   r   r   rX  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 )Nr  r  ignoredivider4   )
ra   ri   eerrstater  nanlenr#   r   r   r-   r.   r)   r   r    r    r!   test_nonfinite_limits  s   r  plot_fun)r5   r   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  r  C0r
  )ra   ri   r   r%  r   r  )r  r   r   r-   rn   ro   r   r    r    r!   test_limits_empty_data  s   r  r   )r  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 )Nr   image.interpolationr   r4   r	  r  )rO   r   ra   indicessqrtr#   r   r   )Nr-   r.   r	  r)   r   r  r    r    r!   test_imshow  s   

r  imshow_clip)aarch64ppc64les390xgףp=
?)r   r  c            	      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 )Nr   r  r   r4   r  r   )	clip_path)rO   r   ra   r  r  r#   r   contourcollections	get_pathsget_transformmtransformsTransformedPathr   )	r  r-   r.   r	  r)   r   r7   r  clip_transformr    r    r!   test_imshow_clip   s   

r  c                  C   sf   ddgddgg} t  }tjtdd |j| tddd	d
d W d   dS 1 s,w   Y  dS )4Parameters vmin, vmax should error if norm is given.r3   r4   r   r  LPassing a Normalize instance simultaneously with vmin/vmax is not supported.r\  rt   r   r   )normru  rv  N)r#   rT  r   r   
ValueErrorr   mcolors	Normalize)r   r   r    r    r!   test_imshow_norm_vminvmax=  s   "r  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 )Nr3   r4   (   )
linewidthsr   r   )
r#   r   ra   r<  r   r  PolyCollectionadd_collection
set_xbound
set_ybound)r)   r   vertsr7   r    r    r!   test_polycollection_joinstyleG  s   "
r  z	x, y1, y2r-  r   r  r4   )
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   r  r  r-   r  r@  r)   r   r    r    r!   test_fill_between_inputR     "r  z	y, x1, x2)
2d_y_input2d_x1_input2d_x2_inputc                 C   r  r  )r#   r   r   r   r  fill_betweenx)r.   x1r?  r)   r   r    r    r!   test_fill_betweenx_inputc  r  r  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 )Nr  r4   rN  333333?r  r3   Tr  blackr
  white/)wherer!  hatchinterpolater  )r  r!  r  r   r   r   )ra   ri   r   r   r#   r   r   r  r   masked_greatermasked)r-   r  r@  r)   r
  r  r    r    r!   test_fill_between_interpolatet  s(   
r  #fill_between_interpolate_decreasingc               	   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&  r8  ztab:redkr   T皙?r  r!  r  rE  r  r   r      X  )ra   r<  r#   r   r   r  r  r  )r   r  profr)   r   r    r    r!   (test_fill_between_interpolate_decreasing  s   r  fill_between_interpolate_nanc                  C   s   t d} t ddt jdddddddg
}t ddddddddt jt jg
}t \}}|j| |d	d
 |j| |dd
 |j| ||||kdddd |j| ||||kdddd d S )Nrt   r3              rz   r   r  r7   r  r   Tr   r  r  )ra   ri   asarrayr  r#   r   r   r  r  r    r    r!   !test_fill_between_interpolate_nan  s   
 "
r  z
symlog.pdfc                  C   sX   t g d} t g d}t \}}|| | |d |d |dd d S )N)r   r3   r4   r     r&  r  r  )i@B i  rf  r   r   r   r   r   symloglinearr   i )ra   r<  r#   r   r   r|  
set_xscaler  r  r    r    r!   test_symlog  s   

r  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   r3   )      4@r   r   r   r  r  )	linthreshTr   皙r   )	ra   ri   r#   r   r  r   r  r<  r  )r-   r)   r  r   r  r    r    r!   test_symlog2  s   r  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)            r  r  r   r   r   )r  g      r  g      r  g      пr   rD  r         ?r         ?r   r   )ra   r:  hypotr#   pcolorr  )r-   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 )NFre  r  r  r   r4   皙?r   r   r3   r   r   r  r9  
edgecolorsr  wgouraudshading)r#   r   ra   r   r:  rR  r   r  minptpr   masked_wherer  maxr   r  )rn  r-   r.   r=  r>  QxQzr  Zmr)   r
  r  r  r    r    r!   test_pcolormesh  s   
 $(r  pcolormesh_smallepsc                  C   s4  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 |	jD ]}|  qd S )Nr   r  r   r4   r  r   r   r3   r   r  r  r  r  r  r  )ra   r   r:  rR  r   r  r  r  r   r  r  r  r#   r   r  rT  set_axis_off)rn  r-   r.   r=  r>  r  r  r  r  r)   r
  r  r  r   r    r    r!   test_pcolormesh_small  s"    $(

r  pcolormesh_alphapdf)r   r  c               
   C   s  dt jd< d} ttdd| tdd| d \}}|}|t| }t||d }||  |  }t	j
d d	}|td	}d
d
ttd	  |d d df< t|}t dd\}	\\}
}\}}|
|||fD ]}|tjdddg ddd qp|
j|||d dd df |dddd |j||||dddd |j|||d dd df |ddd |j||||ddd d S )NFre  r  r  r   r4   r   viridis   r   r   )r   r  )rU  r   r   r   r   )r!  zorderr   r  r  r3   )r   rE  r  r  r  )r   r  r  )r#   r   ra   r:  r   r   r  r  r  r   	colormaps	resampledri   r  ListedColormapr   	add_patchmpatches	Rectangler  )rn  r=  r>  r  Qyr  vircolorsr   r)   r
  r  r  r  r   r    r    r!   test_pcolormesh_alpha	  s2   
$

&r  z
dims,alphar  )r  r   c                 C   sN   |   }tjdd|ftdd }|| |  }|j|d ddd|d	 d S )
Nr   r  r  r4   ).r   grayr   r3   )r   ru  rv  rE  )r   ra   r   r  r  )r   r   dimsrE  r   r7   r    r    r!   test_pcolormesh_rgba,  s
   
r  zpcolormesh_datetime_axis.pngc                     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 )NFre  r  \(\?333333?hspacer9   rI     r3   c                       g | ]
} t j|d  qS daysr  	timedeltar   dbaser    r!   r   ?      z1test_pcolormesh_datetime_axis.<locals>.<listcomp>rC  r2     r      r   r        r=   r   )r#   r   r   subplots_adjustr  ra   r<  r   ri   r:  rV  r  repeatnewaxisget_axesget_xticklabelsset_haset_rotationr)   r-   r.   z1z2zr   r+   r    r  r!   test_pcolormesh_datetime_axis7  s0   


.

>

r1  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 )Nr  r  r  r  r  r3   c                    r  r  r  r  r  r    r!   r   X  r   z-test_pcolor_datetime_axis.<locals>.<listcomp>rC  r2  r!  r   r"  r   r#  r$  r%  r=   r   )r#   r   r&  r  ra   r<  r   ri   r:  rV  r  r'  r(  r)  r*  r+  r,  r-  r    r  r!   test_pcolor_datetime_axisS  s.   

.

>

r2  c               	   C   s  d} t dd| }t dd| d }t ||\}}t ||d }t \}}tt |	||| W d    n1 s?w   Y  tt |	|||j
 W d    n1 s\w   Y  tt |j	|||d dd df dd W d    n1 sw   Y  tt |j	|||d dd df dd W d    n1 sw   Y  t j|d	< tt |	|||d dd df  W d    n1 sw   Y  t jd
d t jj||d	k d}W d    n1 sw   Y  tt |	|||d dd df  W d    n	1 sw   Y  g d}ddg}t ||\}}t |j}tjtdd |j	|||dd W d    d S 1 sNw   Y  d S )Nr  r  r   r4   r   r   r  r  r   r  invalidmask)ig  r   r3   r  rt   .are not monotonically increasing or decreasingr\  auto)ra   r   r:  r  r#   r   r   r   r   r  Tr  r  r  r   r<  zerosr  r}  r  )rn  r-   r.   r=  r>  r  r  r   r    r    r!   test_pcolorargsl  sJ   $$
  $r;  c                  C   sH  t ddd} t g d| j}|jjdu sJ t jj| |d}t	
| t ddd	} t ddd	}t | |\}}t dt j | t dt j |  }t d
dgd |j}|jjdu sdJ t jj||d}t	
||| t jj||d}	t jj||d}
tjtdd t	|	|
| W d    d S 1 sw   Y  d S )Nr  r4   r   FTFFr5  r   r3   rt   Tr   r7  r\  )ra   ri   r   broadcast_tor  flags	writeabler   r<  r#   r  r   r:  r   r   rR  r   r}  r  r  )r-   xmaskmasked_xr.   r=  r>  r  r6  masked_Zmasked_Xmasked_Yr    r    r!   test_pcolorargs_with_read_only  s(   
("rE  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   rt   r   rW   r4   r&  r  r  r   r   r   ra   ri   rb   rc   randnr  diffr   r   r   r-   r.   r  r?  r@  r    r    r!   test_pcolornearest  s   rJ  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>rt   r   r   rW   r4   r&  r  r  c                 S   s    g | ]}t j |d  d qS )r   rK  rL  r   r    r    r!   r     s     r   r   )	r   r   ra   ri   rb   rc   rG  r  rH  rI  r    r    r!   test_pcolornearestunits  s   rN  c                  C   s   t  \} }tdd}tdd}tjd tjdd}tjt	dd |j
|||dd W d    d S 1 s;w   Y  d S )	Nr   r&  r   rW   zDimensions of Cr\  r  r  )r#   r   ra   ri   rb   rc   rG  r   r   r   r  r)   r   r-   r.   r  r    r    r!   test_pcolorflaterror  s   "rP  c                  C   sv   t  \} }ttdtd\}}|| }tjtdd |j|||dd W d    d S 1 s4w   Y  d S )Nr   r   z.*one smaller than Xr\  r  r  )	r#   r   ra   r:  ri   r   r   r   r  rO  r    r    r!   test_samesizepcolorflaterror  s   "rQ  snapFc           	      C   s   |   }tdd}tdd}tjd tjdd}|j||||d |  }|d d t|d	  }|d d t|d	  }|j||||d d S )
Nr   rt   r  rW   r   r&  )rR  r   r4   rF  )	r   r   rR  r   r-   r.   r  r?  r@  r    r    r!   test_pcolorauto  s   rS  	canonicalc                  C   s   t  \} }|g d d S )Nr3   r4   r   r#   r   r   r(   r    r    r!   test_canonical  s   rW  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 )Nr4   r3   )r   r   r   h  r&  -   r   rE  )theta1theta2r   rt   )r#   r   r  r  r  r  EllipseArcr   ra   rR  deg2radr   r  r  )
r  ro  centrer  r)   r  r1  r   r\  r[  r    r    r!   test_arc_angles  s4   
ra  arc_ellipsec               	   C   sH  d\} }d\}}d}t t d}|d t | }|d t | }t |}t t |t | gt |t |gg}	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   rX  r   rK  r8  )r   r   yellowr3   )rE  r!  r"  r#  r  r4   F)angler#  r  r  rL  equalr   )rE  r!  r"  r  )ra   r_  ri   rR  r   r<  rh   r#   r   r   r  r  r^  r  )xcenterycenterr  heightre  r  r-   r.   rthetaRr)   r   e1e2r    r    r!   test_arc_ellipse  s:   

rn  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   rU  r   r4   r3   r  )r  r   r4   )r   r  r   )r#   r   mmarkersMarkerStyler   r5   r  )fixr   mr    r    r!   test_marker_as_markerstyle6  s
   
rt  	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   rt   r   r   r   r  r+   r  mark allru  r+   r  mark every 10+r   r2  mark every 5 starting at 10ra   r   r   r  r#   r   r   rC   r  r    r    r!   test_markevery>  s   r  markevery_lineg{Gzt?)r  r  c                  C   rv  )Nr   rt   r   r   z-or  rw  z-drx  ry  z-srz  z-+r|  r}  r~  r  r    r    r!   test_markevery_lineL  s   r  markevery_linear_scalesr  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 )Nr3  r   r3  r  r  r   r   r   r   r\  r   r   r   r   r  r   ?r   r3   )\(?rt   r4   r   markevery=%sr   r  r  lsmsru  )slicerO   gridspecGridSpecr  ra   r   r   r  r#   rV  r,   strr   
casescolsgsdeltar-   r.   r1  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 )Nr3  r  r  r   r   r   r\  r   r   r   r   r  r  r3   r  rt   r4   r   r  r   r  r  r  )r  g@)r  g333333?)r  rO   r  r  r  ra   r   r   r  r#   rV  r,   r  r   r   r   r  r    r    r!   #test_markevery_linear_scales_zoomedw  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 )Nr3  r  r  r   r   r   r\  r   r   r   r   r  r  r3   r  rt   r4   r   r  r  r   r  r  r  )r  rO   r  r  r  ra   r   r   r  r#   rV  r,   r  xscalerh  r   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 )Nr3  r  r  r   r   r   r\  r   r   r   r   r  r  r3   rg  r4   Tpolarr  r   r  r  r  )r  rO   r  r  r  ra   r   r   r  r#   rV  r,   r  r   )	r  r  r  r	  r  r1  r  r)  r*  r    r    r!   test_markevery_polar  s&   
r  markevery_linear_scales_nansc            
      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j |d d<  |dd < |dd< t	| D ])\}}|| }|| }	t
|||	f  t
dt|  t
j||ddd|d qSd S )Nr3  r  r  r   r   r   r\  r   r   r   r   r  r  r3   r  rt   r4   r   r  F   r  r   r  r  r  )r  rO   r  r  r  ra   r   r   r  r  r#   rV  r,   r  r   r  r    r    r!   !test_markevery_linear_scales_nans  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   r3   rt   zy.      >@r	  )r  mewmecr   r   r4   r  )ra   r   r#   r   r   r   r-   r)   r   r    r    r!   test_marker_edges  s
    $r  zbar_tick_label_single.pngc                  C   sP   t  } | jddddd ddd}t  \}} t  } | jdddd|d	 d S )
Nr   r3   edge0)align
tick_labelr  r   r  )r  r  r  )r#   rO  barr   )r   r  r)   r    r    r!   test_bar_tick_label_single  s   
r  c                  C   s&   t  \} }|ddgtjdg d S )Nr   r3   r  )r#   r   r  ra   r  r(   r    r    r!   test_nan_bar_values  s   r  c                  C   s   t  \} }|g g  d S r  )r#   r   r  r(   r    r    r!   test_bar_ticklabel_fail     r  zbar_tick_label_multiple.pngc                  C   0   t  } | jddgddgddgddgdd	 d S )
Nr3         @r4   r   r   r   r  rQ   r  r  r  )r#   rO  r  r   r    r    r!   test_bar_tick_label_multiple     
r  z/bar_tick_label_multiple_old_label_alignment.pngc                  C   s:   dt jd< t } | jddgddgddgdd	gdd
 d S )NrQ   zytick.alignmentr3   r  r4   r   r   r   r  r  )rO   r   r#   rO  r  r  r    r    r!   *test_bar_tick_label_multiple_old_alignment  s
   

r  c                 C   s`   |   }g d}g d}dd |D }dd |D }|j||dd |  }|j||dd d S )Nr   g @g333333@r4  r  r  gffffff
@g@c                 S      g | ]}t |qS r    r   r   r    r    r!   r         z+test_bar_decimal_center.<locals>.<listcomp>c                 S   r  r    r   r   r    r    r!   r     r  rQ   r  r   r  r   r   r   x0y0r-   r.   r    r    r!   test_bar_decimal_center  s   r  c                 C   sl   |   }g d}g d}dd |D }dd |D }|j||g ddd |  }|j||g ddd d S )	Nr  r  c                 S   r  r    r   r   r    r    r!   r   #  r  z,test_barh_decimal_center.<locals>.<listcomp>c                 S   r  r    r   r   r    r    r!   r   $  r  )r   r   r3   r3   rQ   ri  r  r   barhr  r    r    r!   test_barh_decimal_center  s   r  c                 C   ^   g d}g d}g d}dd |D }|   }|j|||dd |  }|j|||dd d S )Nr  r  rU  g333333?r3   r4   c                 S   r  r    r   r   r1  r    r    r!   r   1  r  z*test_bar_decimal_width.<locals>.<listcomp>rQ   r  r  r  )r   r   r-   r.   w0r  r   r    r    r!   test_bar_decimal_width,     r  c                 C   r  )Nr  r  r  c                 S   r  r    r   r  r    r    r!   r   ?  r  z,test_barh_decimal_height.<locals>.<listcomp>rQ   r  r  )r   r   r-   r.   h0ro  r   r    r    r!   test_barh_decimal_height:  r  r  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 )
Nr3   r4   r  r   r  r	  rE  r   r"  r   r   r   r   r3   r   r   r   r#   rO  r  get_facecolorget_edgecolorr   rectsrectr    r    r!   test_bar_color_none_alphaH     r  c                  C   r  )
Nr3   r4   r  r   r	  r  r  r  r  r  r  r    r    r!   test_bar_edgecolor_none_alphaP  r  r  zbarh_tick_label.pngc                  C   r  )
Nr3   r  r4   r   r   r   r  rQ   )ri  r  r  )r#   rO  r  r  r    r    r!   test_barh_tick_labelX  r  r  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.  r3   r   r   hoursr  r4   )r  r  )ri  )ri  r  r   c                 S   s   g | ]}t j|d qS )r  r  r   r  r    r    r!   r   t  s    z&test_bar_timedelta.<locals>.<listcomp>r  )rt   r2  N)	r#   r   r  r  r  r  ra   r<  broken_barhr(   r    r    r!   test_bar_timedelta`  s<   







r  c                 C   sB   t jdd}| jdd| jdddj}t  tj||d d S )Nr   r4   z1/1/2000r3   )years)periodsfreq	positions)	ra   rb   ru   
date_range
DateOffsetyearr#   r   boxplot)pdr  r  r    r    r!   test_boxplot_dates_pandasz  s   r  c                  C   s   t jdd} td\}}|d j| g dg dd |d j| g dd	d |d
 j| g dd |d j| dg dd |d j| dd	d |d j| dd |d j| g dd |d j| d	d |d |  d S )Nr   r   r&  r   )r   r   r   r   )	capwidthswidthsr3   r   r4   r  r   r  r  r  r  r3  )ra   rb   ru   r#   r   r  )r  r)   r  r    r    r!   test_boxplot_capwidths  s   r  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     r3   r  r   x   )secondsr   )pandas.plottingr  r  r#   r   r   r  r  appendr  ra   ri   r:  r  r  canvasr  )r  r  r  r)   r   timesy_vals	time_axisy_axisr  z_dataimr    r    r!   test_pcolor_regression  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  r3   r3   r3   rU  )r  monthr   r  )r  r  r   dater  rt   rQ   r  oranger  r8  )		DataFrameto_datetimegroupbyrm  indexr#   r   r  r   )r  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   rg  r   r  rT  )r-   r  rU  r  r   r  )r  r#   r   r  r-   r  r  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 )	Nr3   r4   r   r-   r   r  )r   r  r  )r   r   r  )r   r   rn   ro   r-   r.   hatchesr1  r    r    r!   test_bar_hatches  s    r  )r-   r  r+   expected_labelscontainer_labelr-   r3   
_nolegend_r   r  r7   )rt   r2  r   )ABC)rk  r>  r  bars)r  r  r  c           	      C   sJ   t  \}}|j| ||d}dd |D }||ksJ | |ks#J d S )Nrw  c                 S      g | ]}|  qS r    )rS   )r   r  r    r    r!   r     r  z#test_bar_labels.<locals>.<listcomp>)r#   r   r  rS   )	r-   r  r+   r  r  r  r   bar_container
bar_labelsr    r    r!   test_bar_labels  s
   r'  c                  C   s   t  \} }tt |jddgddgg dd W d    n1 s$w   Y  t  \} }tt |jddgddgdgd W d    d S 1 sMw   Y  d S )Nr-   r.   r3   r4   )r=  r>  r  rw  r=  )r#   r   r   r   r  r  r  r    r    r!   test_bar_labels_length  s   "r(  c                 C   s   | j ddgdd| j ddgddfD ]}t|| t|j| t| t|j q| dg di}t| t|| d S )Nr3   r4   float64r  Float64r*  rU  )Seriesr#   r   r  r  )r  r-   r  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   r3   r\  r   FT)r  r  )ra   r   concatenater#   r   hist)data0r  r)   r   r    r    r!   test_hist_log  s   r1  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 )
Nr4   r   )r  step
stepfilledr   r  r3   histtypeT)r  r5  )r   r  r|  r/  )r   r   r   r   r1  r5  r   r    r    r!   test_hist_log_2  s   r6  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 )Nr4   r   r3   
barstackedr4  r  r   r   r3   )r#   r   r/  r|  r  r  r   r)   r  r    r    r!   test_hist_log_barstacked  s   
 r:  zhist_bar_empty.pngc                  C      t  } | jg dd d S )Nr  r4  r#   rO  r/  r  r    r    r!   test_hist_bar_empty(     r=  c                  C   s   t jd t t jjddddddt j} tj| ddd	}|d
 }t	dt
|D ]}||d   }||  }|d d |d d ksIJ q+d S )NrW   r   r   rR  sizer   r3   r   )rZ  rE  r4   )ra   rb   rc   cliprd   rw   float16r#   r/  r   r  get_corners)r  ro  bcr	  rleftrrightr    r    r!   test_hist_float16/  s   rG  zhist_step_empty.pngc                  C   r;  )Nr2  r4  r<  r  r    r    r!   test_hist_step_empty>  r>  rH  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   rR  r   rt   r  TFr4   r2  r  r3  )nrowsncolsr5  stackedz%s/%sr  rI   r   r   c                 s   s     | ]}|  | kV  qd S r  )r  r  )r   r   r    r    r!   	<genexpr>U  s    z(test_hist_step_filled.<locals>.<genexpr>)ra   rb   rc   rG  r#   r   r  r  r/  r0   r  r)  all)
r-   n_binsr  typesr)   r  kg_typer   r)  r    r    r!   test_hist_step_filledE  s   
rU  zhist_density.pngc                  C   s6   t jd t jd} t \}}|j| dd d S )NrW   rQ  Tdensity)ra   rb   rc   rk  r#   r   r/  r  r)   r   r    r    r!   test_hist_densityX  s   rY  c                  C   sV   t jd} | d}g d}tj||dd\}}}t j||dd\}}t|| d S )Ni  r   )r  r   r  r   r3   r   T)rZ  rW  )ra   rb   RandomStaterG  r#   r/  	histogramr   )rngr  rZ  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  r3   r4   T)rL  F)r  r#   r   r/  rX  r    r    r!   test_hist_datetime_datasetsk  s   ra  bins_preprocessc                 C      | S r  r    rY  r    r    r!   <lambda>u      rd  c                 C   s   t | dS )Nr  )ra   r  rY  r    r    r!   rd  v  s    )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  r3   r   r  r4   r   r  T)rZ  rL  F)
r  r#   r   r/  ra   r   r   r   r  r  )rb  r  
date_edgesr)   r   r  rZ  r    r    r!    test_hist_datetime_datasets_binss  s   rg  zdata, expected_number_of_histsc                 C   sJ   t | \}}}t|}|jdkrd|ksJ d S |jd |ks#J d S )Nr3   r   )r#   r/  ra   r  ndimr  )r  expected_number_of_histshistsr  r    r    r!   test_hist_with_empty_input  s
   

rk  zhisttype, zorderr  r2  r3  c                 C   sH   t   }|jddg| d |jsJ |jD ]
}| |ks!J qd S )Nr3   r4   r4  )r#   r   r   r/  r)  
get_zorder)r5  r  r   r  r    r    r!   test_hist_zorder  s   

rm  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   )r     rz   %   0   rz   rC  r  )	r   r   rg  r  r        @      @       @      "@r   r4   r  r3   rK   )r  rM   rL   r  r   miterbuttsolid_joinstylesolid_capstyler   	drawstyle
steps-post)matplotlib.lineslinesra   r<  r   flattenstairssemilogyr  r   r  add_lineLine2Dr  r  )r   r   mlinesr.   r-   	test_axesr   ref_axesr    r    r!   test_stairs  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)r3   r4   r   r  r4   )r   r3   r4   r   r  r   r  r4   r   Tr  r3   rK   )rM   r  )r  r  r   )r  rM   r  r   post)r2  r9  )r   r  r  r  ra   r  r  r  r  r   r  )r   r   ro  rZ  bsr  r  r    r    r!   test_stairs_fill  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)r  r  rU  ro  r  r4   edges)r3   r4   r3   r   r3   r  ru  )	r   r  r  set_datara   ri   allcloseget_datar  )r   r   r   test_axro  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   r  r  ru  rv  rw  rx  r  )r   r  r  r  r{  r|  r   )r   r  r   r   r  )r   r   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*   )'   rY  r$  )r#   r   r   r  r   r   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"r\  r3   r4   r   )r   r   r  r#   r  ra   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 mismatchr\  r3   r4   r   )r   r   r  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 )Nr3   r4   r4  r  r\  r  )r#   r  r   r   r  r  ra   r  ro  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 )Nr3   r4   r4  r  r\  r   r  )r#   r  r   r   r  r  ra   ri   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# |j|d d d d d d d$ | d d d d%ddd&d'd(d) |jd*d+ d S ),Nr3   r4   r   r  r   r  r3   r   r   Tr   )r   r  r+   r  rK   r!  )r   r  rM   r+   r
  r  r4   r"  )r   r  r9  r+   r   D)r  r9  r  rM   r+   r      E)r   r  r9  r  r+   rn  r  r  F)r  r   r  r9  r+   r   r     r   G)r  r   r  r+   r  r  r  r  //H)r   r  r9  r  r  r+   r   r:   )ra   r<  rw   r  copyr  r#   r   r  r   r  rC   )r-   r.   ynr)   r   r    r    r!   test_stairs_options,	  s2   $
&.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  ra   ri   r  xticks)fr   r    r    r!   test_stairs_datetimeD	  s   r  c                 C   sD   |   }|jg dddd |  }|jg ddd}|d d S )NrU  r  T)r   r  r  )r   r  	set_color)r   r   r  r  str    r    r!   test_stairs_edge_handlingM	  s
   r  c                  C   sH   t ddd} t ddd}t | t |d d t jf  }| ||fS )Nr  r      r  )ra   r   rR  r   r(  )r-   r.   r0  r    r    r!   contour_datY	  s   "
r  contour_hatchingc               
   C   s@   t  \} }}t \}}|j| ||dg dtjd ddd d S )Nr  )r  \r  r  r  r   r   )r  r   extendrE  )r  r#   r   contourfr   r  )r-   r.   r0  r)   r   r    r    r!   test_contour_hatching`	  s   
r  contour_colorbarc            	   
   C   s   t  \} }}t \}}|j| ||tdddtj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 )Ngg7A`?r   RdBug333333rT  r   )levelsr   ru  rv  r  gg^I+r.   r   r4   )r  r  
linestylesr  r  r7   )r  r  r  r  F)erase)r  r#   r   r  ra   ri   r   r  r  rD   	add_lines)	r-   r.   r0  r)   r   cscs1cs2rG   r    r    r!   test_contour_colorbari	  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 )NFre  r   r   r4   r   rt   TrZ  
rasterizedr  r-   r.   )rZ  r  r  )r#   r   ra   rb   rc   rG  r   r  )r-   r.   r)   r   r  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 )
NFre  r   r   r   r4   rt   Tr  )	r#   r   ra   rb   rc   r<  rG  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]  TrV  )ra   rb   r#   r   r   r  )r-   r.   r   objr    r    r!   test_hist2d_density	  s
   r  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	e
jdddide iddiddig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d+d, Zedgdd-d. Zedgdd/d0 Zd1d2gd3fd4d5d6g d7d8fd9d:gd3fd:gd; d3fd<gd= d8fd<gd; d8fd<gd> d?fg d@d8fg dAd8fg dBd3fg dCgd8fg dCgd= d?fg dCgd; d8fg dCgd> d?fg dDgd8fg dDgd= d?fg dDgd; d8fg dDgd> d?fg dDgd= g dCg d8fg dDdEdFgd?fg dDdEdFdGgd8fg dDdEdFdGg dHgd?fg dDdEd:gd3fg dDdEdFd:gd3fg dDdEdFdGd:gd3fgZe
jdIedJdK Zejd edgddLdM ZdNdO Zd8S )PTestScatterr5   r   Trq  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  r4   r  r4   r   r4   r   r	  r.   r  limer  r         )0.50.60.7z0.8)r-   r.   r7   r  c2r-   r   r.   r7   r  r7   r  r  )r7   r  r  )ra   r<  r#   r   r5   )rb  r  r)   r   r    r    r!   test_scatter_plot	  s   **zTestScatter.test_scatter_plotzscatter_marker.pngr  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   rJ  r  r  )r3   r   r   r.   r  r  )r  r  r  r   )r  r	  gr  r  )r7   r  r  r}   r   r9   	fillstyler  r   r4   rC  )r#   r   r5   rp  rq  ra   r   r   column_stackrR  r   )
rb  r)   rZ  r
  r  rxryarear  r  r    r    r!   test_scatter_marker	  s2   
zTestScatter.test_scatter_marker
scatter_2Dr   )r  r   c                 C   sP   t d}t d}t ||\}}|| }t \}}|j|||ddd d S )Nr   r4   r\  face)r7   r  r  )ra   ri   r:  r#   r   r5   )rb  r-   r.   r0  r)   r   r    r    r!   test_scatter_2D	  s   

zTestScatter.test_scatter_2Dr   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 )	Nr  r  c                 S   r  r    r   r  r    r    r!   r   	  r  z4TestScatter.test_scatter_decimal.<locals>.<listcomp>c                 S   r  r    r   r  r    r    r!   r   	  r  r  r  r  )ra   r<  r   r5   )
rb  r   r   r  r  r-   r.   r7   r  r   r    r    r!   test_scatter_decimal	  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 )Nr3   r4   r   r   r
  rU  )r   r   r  r#   r5   ra  r    r    r!   test_scatter_color	  s   "zTestScatter.test_scatter_colorr  r   r  r  ru  r   rv  c                 C   s   d}t jt|d tjg g fi | W d    n1 sw   Y  t jt|d tjddgddgfdg i| W d    n1 sEw   Y  tjg g fdg i| tjddgddgfdddgi| d S )	Nz"No data for colormapping provided r\  r3   r4   r   r  r7   r   )r   r}  Warningr#   r5   )rb  r  
warn_matchr    r    r!   test_scatter_color_warning	  s   "(z&TestScatter.test_scatter_color_warningc                 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 )Nr4  r3   r   r4   z0.1z0.3r  r   r  r  r  r  ?r7   r}   r  )r   r  r   r   r   r3   r   r   r   r3   r   r   r   r3   )	r#   r5   rp  rq  get_facecolorsr  r   get_edgecolorsget_linewidthsrb  collr    r    r!   test_scatter_unfilled	  s   z!TestScatter.test_scatter_unfilledr  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 )
Nr4  r  r  r-   r  r  r  r  r  )r#   r5   r   r  r  r  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 yr\  r3   zfloat array-liker  )ra   ri   r   r   r  r#   r5   )rb  r-   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 )NrU  r3   r  r"  r  r3   r   r   r3   )r#   r5   ra   r  r  
same_colorr  r  r    r    r!   test_scatter_edgecolor_RGB
  s   z&TestScatter.test_scatter_edgecolor_RGBc                 C   s   |  }tjd d}|dd |jtdtddtjdtjgg d|dd	 |  }tj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  r  r3   r  r4   r  Tr7   r  r   plotnonfiniter   r   r7   r  r   )r  r   	r   r   r  r  set_badr5   r   ra   r  rb  r   r   r   r   r    r    r!   test_scatter_invalid_color&
  s   $"z&TestScatter.test_scatter_invalid_colorc                 C   s   |  }tjd d}|dd |jtdtddtjdtjgg d|dd	 |  }|jd
dgd
dgddgddg|d d S )Nr  r  r  r3   r  r4   r  Fr  r   r   r  r  r  r    r    r!   test_scatter_no_invalid_color6
  s   (z)TestScatter.test_scatter_no_invalid_colorc              	   C   sb   g d}t  }tjtdd |j|||tddddd W d	   d	S 1 s*w   Y  d	S )
r  rU  r  r\  r  rt   r   r   )r7   r  ru  rv  N)r#   rT  r   r   r  r5   r  r  )rb  r-   r   r    r    r!   test_scatter_norm_vminvmaxB
  s   "z&TestScatter.test_scatter_norm_vminvmaxc                 C   s:   |  }|jdddd |  }|jdgdgdgd d S )Nr3   r  )r   r5   )rb  r   r   r   r    r    r!   test_scatter_single_pointL
  s   z%TestScatter.test_scatter_single_pointc                 C   s^   t d}| }|j||dd|ddd | }|j|dd||ddd d S )Nrt   r4   r   r  )ra   ri   r   r5   r   )rb  r   r   r-   r   r    r    r!   test_scatter_different_shapesS
  s
   
 $z)TestScatter.test_scatter_different_shapes)r  Nrgby
conversion)r  N)r  N)NN)r	  r  r  r  N)jauner  r  r  r   r   r   r  )r  z0.4r  r  )r  r  r  C5)r  r   r  r  r  r3   r   r   r   r  z0.0r  r   r3   r   zc_case, re_keyc                 C   s   dd }d}ddd}|d urt jt|| dnt|tr)t|dkr)t jd	dnt }| t	j
jj|d
i ||d W d    d S 1 sGw   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  r  r\  r   (argument looks like a single numeric RGBr  )r7   r  r  xsizeget_next_color_func)r   r   r  r   r  r  r}  
contextlibnullcontextr   rT  r   _parse_scatter_color_args)rb  c_casere_keyr  r  REGEXPassert_contextr    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)r3   r   皙?)r3   r   r  r   r   r
  r  r4   r  )r   r5   ra   r   r   )rb  r   r   rgbrgbaro   rn   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"  r-   r   r3   )r7   r}   r  r  C3lines.linewidth)ra   ri   r#   r   r   r5   r[   r  r   r   r   )rb  r-   r)   r   r1  pcr    r    r!   test_scatter_linewidths
  s   
z#TestScatter.test_scatter_linewidths) rf  rg  rh  r   r  r  r  r   r  r  r   markparametrizer  r  r  r  r   r   contextr  r  r   r  r  r	  r
  r  params_test_scatter_cr  r"  r&  r    r    r    r!   r  	  s    











	
	











+


r  )r  c                K   s   | ||d ur
||fS i |fS r  r    )r7   r  r  r  r    r    r!   _params
  s   r+  _resultz	c, colorszparams, expected_resultr  r5  )r7   r  r	  r  r  r
  r  )r   r   r   r3   c                 C   s@   dd }t jjj| d|i\}}}||jksJ t||j d S )Nc                   S   r   r  r    r    r    r    r!   r  
  r   z5test_parse_scatter_color_args.<locals>.get_next_colorr  )r   rT  r   r  r7   r   r  )paramsexpected_resultr  r7   r  _edgecolorsr    r    r!   test_parse_scatter_color_args
  s   r0  zkwargs, expected_edgecolorsr  r  r  )r"  r  )r7   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   r  r    r    r    r    r!   r  
  r   z@test_parse_scatter_color_args_edgecolors.<locals>.get_next_colorr7   r  r4   )r  r  )popr   rT  r   r  )r  expected_edgecolorsr  r7   r  r  result_edgecolorsr    r    r!   (test_parse_scatter_color_args_edgecolors
  s   
r4  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   r  r    r    r    r    r!   r  
  r   z;test_parse_scatter_color_args_error.<locals>.get_next_colorz&RGBA values should be within 0-1 ranger\  )r   r   rU  )r   r  gffffff?r4   r  r  r  )	r   r   r  ra   r<  r   rT  r   r  )r  r7   r    r    r!   #test_parse_scatter_color_args_error
  s   
"r6  c                  C   sv   G dd d} |  }|  }t j|_tjg d|d}t|tu s"J t  tjd|d}t|tu s5J t  d S )Nc                   @   s   e Zd Zdd Zdd ZdS )z#test_as_mpl_axes_api.<locals>.Polarc                 S   s
   d| _ d S )Nr   )theta_offsetra  r    r    r!   __init__  s   
z,test_as_mpl_axes_api.<locals>.Polar.__init__c                 S   s   t d| jifS )Nr7  )r   r7  ra  r    r    r!   _as_mpl_axes  s   z0test_as_mpl_axes_api.<locals>.Polar._as_mpl_axesN)rf  rg  rh  r8  r9  r    r    r    r!   Polar  s    r:  r5  r6  y   )	ra   r   r7  r#   rT  typer   rX  rV  )r:  prjprj2r   r    r    r!   test_as_mpl_axes_api  s   r?  c                  C   sZ   t  \} }t  \}}t | |t  u sJ | t  u s!J t |  t | d S r  )r#   r   scarO  gcfrX  )fig1r
  fig2r  r    r    r!   test_pyplot_axes  s   

rD  c                  C   s   t  \} }|ttdd |jddd |  |jddd dd |j	|j
fD \}}|g d	ks9J |g d
ksAJ d S )Nr   r   r        @r  rt  c                 S   s   g | ]}d d |  D qS )c                 S   s   g | ]}|  |j fqS r    )get_loclabel1get_textr  r    r    r!   r   0  r   z.test_log_scales.<locals>.<listcomp>.<listcomp>)_update_ticks)r   r  r    r    r!   r   /  s    z#test_log_scales.<locals>.<listcomp>))r   z$\mathdefault{9^{0}}$)rt  z$\mathdefault{9^{1}}$)g     @T@z$\mathdefault{9^{2}}$r   r   rg  r   r  r   r  r   )rq  r   )rr  r   )rs  r   )g      2@r   )g      ;@r   )g      B@r   )g     F@r   )g      K@r   )g     O@r   )      R@r   ))gF]tE?z$\mathdefault{5.5^{-1}}$)r   z$\mathdefault{5.5^{0}}$)rE  z$\mathdefault{5.5^{1}}$)gF]tE?r   )gtE]t?r   )gF]tE?r   )g]tE?r   rJ  rK  rL  rM  )r#   r   r   ra   r  r   r|  r{  r  rR   rU   )r)   r   r  yticksr    r    r!   test_log_scales)  s   

rP  c                  C   sT   t  \} }|jddd |jtd | |   kr%dks(J  J d S )Nr  )r  rh  r3   r3   rt   )	r#   r   r   rR   r   r   MultipleLocatorr   r   r  r    r    r!   test_log_scales_no_dataU  s   (rS  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Attempt to set non-positiver\  r   rt   )	r#   r   r  r   r}  r  r  r|  r  r(   r    r    r!   test_log_scales_invalid\  s   

"rT  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|g dd |d |d	 d S )Nr   rt   r   r   r3   rg  r4   r   rt   )r   r  )r-   r  r@  y3r-   r  r@  rW  )r  C1C2)r  r  )	r#   r   ra   r   r   	stackplotr  r  r   )r)   r-   r  r@  rW  r   r  r    r    r!   test_stackplotf  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   r3   r   r4   r   rt   )ra   r:  r   rb   expri   )rn  rs  r   r1  jr-   r.   r0  r    r    r!   layers  s   <z'test_stackplot_baseline.<locals>.layersr   r   r  r4   rN  zeroru  r  symr3   r   wiggler,  weighted_wiggle)ra   rb   rc   r#   r   rZ  r   r9  )r_  r  r)   r  r    r    r!   test_stackplot_baseline{  s   

re  c                 C   rc  r  r    )r  r    r    r!   rd    re  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   )ro  r  )meansigmar@  vertTr  patch_artistFr$  boxplot.boxprops.linewidth)ra   rb   rc   r   cbookboxplot_stats	lognormalr#   r   getr|  r  r   bxp)stats_kwargstransform_stats
bxp_kwargslogstatsr)   r   r    r    r!   _bxp_test_helper  s   
ru  zbxp_baseline.pngr  )r  r   c                   C   s
   t   d S r  ru  r    r    r    r!   test_bxp_baseline  s   
rw  zbxp_rangewhis.pngc                   C      t tddgdd d S )Nr   r   whisrq  ru  r;  r    r    r    r!   test_bxp_rangewhis     r}  zbxp_percentilewhis.pngc                   C   rx  )Nr   _   ry  r{  r|  r    r    r    r!   test_bxp_percentilewhis  r~  r  zbxp_with_xlabels.pngc                  C   s   dd } t | d d S )Nc                 S   $   t | tdD ]\}}||d< q| S NABCDr+   r  r  statsr  r+   r    r    r!   r        
z(test_bxp_with_xlabels.<locals>.transform)rr  rv  r   r    r    r!   test_bxp_with_xlabels  s   r  zbxp_horizontal.pngr   )r  r  r   r  c                   C      t tddd d S )NFri  rs  r|  r    r    r    r!   test_bxp_horizontal  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     r  z(test_bxp_with_ylabels.<locals>.transformFr  rr  rs  r|  r  r    r    r!   test_bxp_with_ylabels  s   r  zbxp_patchartist.png)r  r  r   c                   C   r  )NT)rj  r  r|  r    r    r    r!   test_bxp_patchartist     r  zbxp_custompatchartist.pngr   c                   C       t tdtdddddd d S )NTrd  r   :)r!  r"  r  )rj  boxpropsr  r|  r    r    r    r!   test_bxp_custompatchartist     r  zbxp_customoutlier.pngc                   C      t ttdddddd d S )Nr  r  r  r   r}   mfc)
flierpropsr  r|  r    r    r    r!   test_bxp_customoutlier     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   r9  )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  r  r   r  )cappropsr  r|  r    r    r    r!   test_bxp_customcap  r  r  zbxp_customwhisker.pngc                   C   r  )Nr  rs  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_nobox7  r  r  zbxp_no_flier_stats.pngc                  C   r  )Nc                 S   s   | D ]}| dd  q| S )Nfliers)r1  )r  r  r    r    r!   r   D  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_showmeanM     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_showmeanaslineU  r  r  zbxp_scalarwidth.pngc                   C   r  )NrD  r  r  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   rD  g?g333333?r  r  r|  r    r    r    r!   test_bxp_customwidthse     r  zbxp_custompositions.pngc                   C   r  )N)r3   r   r  r  r  r  r|  r    r    r    r!   test_bxp_custompositionsm  r  r  c                   C   B   t t ttdgdd W d    d S 1 sw   Y  d S )Nr3   r  r  r   r   r  ru  r;  r    r    r    r!   test_bxp_bad_widthsu     "r  c                   C   sD   t t ttddgdd W d    d S 1 sw   Y  d S )Nr4   r   r  r  r  r    r    r    r!   test_bxp_bad_positionsz  s   "r  zbxp_custom_capwidths.pngc                   C   r  )N)r  r   r   r   r  r  r|  r    r    r    r!   test_bxp_custom_capwidths  r~  r  zbxp_custom_capwidth.pngc                   C   r  )NrT  r  r  r|  r    r    r    r!   test_bxp_custom_capwidth  s   r  c                   C   r  )Nr3   r  r  r  r    r    r    r!   test_bxp_bad_capwidths  r  r  r  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 )Nrf  r  r     r  '  r3   	bootstrapnotchrc  r   r-   )r  r  r  	ra   rb   rc   r   hstackr#   r   r  r  )r-   r)   r   r  r    r    r!   test_boxplot  s   
r  zboxplot_custom_capwidths.pngc                  C   sF   t ddd} t d| dg} t \}}|j| | gdddgd	 d S )
Nr  r  r  r  r  r3   r  r   )r  r  )ra   r   r  r#   r   r  r  r    r    r!   test_boxplot_custom_capwidths  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 )Nrf  r  r  r  r  r  r3   r4   r  ^)r  ra  r  r  r  )r-   r)   r
  r  r    r    r!   test_boxplot_sym2  s   
r  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  ra  r  )ra   r   r  r#   r   r  r  r  r    r    r!   test_boxplot_sym  s
   r  z$boxplot_autorange_false_whiskers.pngz#boxplot_autorange_true_whiskers.pngc                  C   s   t jd t d} t d| dg} t \}}|j| | gddd |d t \}}|j| | gddd	d
 |d d S )Nrf  r  r   r4   r  r3   r  )ry  r   T)r  r  	autorange)	ra   rb   rc   r   r  r#   r   r  r  )r-   rB  r
  rC  r  r    r    r!   test_boxplot_autorange_whiskers  s   

r  c                 C   s\   t ddd}t d|dg}t| | ||g W d    | S 1 s'w   Y  | S )Nr  r  r  r  r  )ra   r   r  rO   r
   r  )r   rc_dictr-   r    r    r!   _rc_test_bxp_helper  s   
r  boxplot_rc_parameters)r  r  r  r   c                  C   s  t jd td\} }i dddddgdd	d
dddddddddddddddddddddddddddddd }d!d"d#gdd$}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 )*Nrf  r   zboxplot.notchTboxplot.whiskersr   r  zboxplot.bootstrapr  zboxplot.flierprops.colorr  boxplot.flierprops.markerr   z"boxplot.flierprops.markerfacecolorr  z"boxplot.flierprops.markeredgecolorzboxplot.flierprops.markersizezboxplot.flierprops.linestyler  zboxplot.flierprops.linewidthr   zboxplot.boxprops.colorr	  rk  zboxplot.boxprops.linestylezboxplot.capprops.colorr7   zboxplot.capprops.linewidthzboxplot.capprops.linestylezboxplot.medianprops.colorr  )zboxplot.medianprops.linewidthzboxplot.medianprops.linestyleFr   r   )zboxplot.verticalr  zboxplot.patchartist-.)r  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   r  r    )r<  r  r    r    r!   r   &  r  z.test_boxplot_rc_parameters.<locals>.<listcomp>r3   )ra   rb   rc   r#   r   r  r  rO   r)  r*  get_children)r)   r   rc_axis0rc_axis1rc_axis2	dict_listr  rc_axisr    r    r!   test_boxplot_rc_parameters  s~   	

r  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 )Nrf  r  r  r  r  r  r  rg  r        @r  r   r3   )r  usermediansconf_intervalsr  r  )
ra   rb   rc   r   r  r#   r   r<  r  r  )r-   r)   r   CIsr    r    r!   test_boxplot_with_CIarray)  s   r  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  r  r  Fminorwhich)
ra   r<  r)  r#   rT  r  r|  rU   r<  rR   )r-   r
  r    r    r!   test_boxplot_no_weird_whisker;  s   


r  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  r3   r4   )r  	ra   r   r  r#   r   r   r   r  r  r  r    r    r!   test_boxplot_bad_mediansG  s    "r  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  r3   r4   )r  r  r  r    r    r!   test_boxplot_bad_ciQ  s   "r  c                  C   sZ   t d} t \}}|| d d  dksJ |j| ddd d  dks+J d S )Nrt   boxesr   r4   r  )ra   ri   r#   r   r  rl  )r-   rr  r   r    r    r!   test_boxplot_zorder[  s   
&r  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 )Nr  r  r   r  r  zboxplot.meanprops.markerr   r  r   T)r  )whiskerscapsr  mediansr   r  r   means)r#   r   r   ra   ri   r  
get_marker)r)   r   	test_data
bxp_handle	bxp_lines	each_liner    r    r!   test_boxplot_marker_behaviorb  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%  Q?gQ?gQr   r  r   )r#   r   r  r  )r-   r)   r   bpkeyr  r    r    r!   &test_boxplot_mod_artist_after_plottingt  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?  ra   rb   rd   r   r  r    r    r!   r         z1test_vert_violinplot_baseline.<locals>.<listcomp>r  r   r  r  showextremashowmediansr  )r  r  r  r  r  )ra   rb   rc   r   r#   rT  
violinplotr   )r  r   r)   r    r    r!   test_vert_violinplot_baseline  s   
r	  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   r  r  r  r    r    r!   r     r  z2test_vert_violinplot_showmeans.<locals>.<listcomp>r  r3   r   r  r#   rT  ra   rb   rc   r   r  r   r  r    r    r!   test_vert_violinplot_showmeans     
r  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   r  r  r  r    r    r!   r     r  z4test_vert_violinplot_showextrema.<locals>.<listcomp>r  r   r3   r  r
  r  r    r    r!    test_vert_violinplot_showextrema  r  r  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   r  r  r  r    r    r!   r     r  z4test_vert_violinplot_showmedians.<locals>.<listcomp>r  r   r3   r  r
  r  r    r    r!    test_vert_violinplot_showmedians  r  r  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   r  r  r  r    r    r!   r     r  z0test_vert_violinplot_showall.<locals>.<listcomp>r  r3   r   ?r   r  r   rU  r  rT  )r  r  r  r  	quantilesr
  r  r    r    r!   test_vert_violinplot_showall  s   
r  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$c                 S   r   r  r  r  r    r    r!   r     r  z8test_vert_violinplot_custompoints_10.<locals>.<listcomp>r  r   rt   r  r  r  r  pointsr
  r  r    r    r!   $test_vert_violinplot_custompoints_10     
r  z$violinplot_vert_custompoints_200.pngc                  C   r  )NiYqVc                 S   r   r  r  r  r    r    r!   r     r  z9test_vert_violinplot_custompoints_200.<locals>.<listcomp>r  r   r\  r  r
  r  r    r    r!   %test_vert_violinplot_custompoints_200  r  r  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   r  r  r  r    r    r!   r     r  z2test_horiz_violinplot_baseline.<locals>.<listcomp>r  Fr   r  ri  r  r  r  r
  r  r    r    r!   test_horiz_violinplot_baseline  r  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   r  r  r  r    r    r!   r     r  z5test_horiz_violinplot_showmedians.<locals>.<listcomp>r  Fr   r3   r  r
  r  r    r    r!   !test_horiz_violinplot_showmedians  r  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   r  r  r  r    r    r!   r     r  z3test_horiz_violinplot_showmeans.<locals>.<listcomp>r  Fr3   r   r  r
  r  r    r    r!   test_horiz_violinplot_showmeans  r  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   r  r  r  r    r    r!   r     r  z5test_horiz_violinplot_showextrema.<locals>.<listcomp>r  Fr   r3   r  r
  r  r    r    r!   !test_horiz_violinplot_showextrema  r  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   r  r  r  r    r    r!   r     r  z1test_horiz_violinplot_showall.<locals>.<listcomp>r  Fr3   r   r  r   r  r   rU  r  rT  )r  ri  r  r  r  r  r
  r  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   r  r  r  r    r    r!   r     r  z9test_horiz_violinplot_custompoints_10.<locals>.<listcomp>r  Fr   rt   r  ri  r  r  r  r  r
  r  r    r    r!   %test_horiz_violinplot_custompoints_10      
r!  z%violinplot_horiz_custompoints_200.pngc               	   C   r  )	Ni<9!c                 S   r   r  r  r  r    r    r!   r     r  z:test_horiz_violinplot_custompoints_200.<locals>.<listcomp>r  Fr   r\  r   r
  r  r    r    r!   &test_horiz_violinplot_custompoints_200
  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   r  r  r  r    r    r!   r     r  z1test_violinplot_bad_positions.<locals>.<listcomp>r  r   r  
r#   rT  ra   rb   rc   r   r   r   r  r  r  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   r  r  r  r    r    r!   r   !  r  z.test_violinplot_bad_widths.<locals>.<listcomp>r  rU  )r  r  r$  r  r    r    r!   test_violinplot_bad_widths  s   "r&  c                  C   sn   t  } tjd tjjddg}tt | j	|ddgddggd W d    d S 1 s0w   Y  d S )	Nil r   r?  r   r   r   rU  r  
r#   rT  ra   rb   rc   rd   r   r   r  r  r  r    r    r!   test_violinplot_bad_quantiles&  s   "r)  c                  C   s   t  } tjd tjjddg}tt | j	|g dgd W d    n1 s,w   Y  tt | j	|g dgd W d    d S 1 sLw   Y  d S )Niq4r   r?  )r   r   r   ?r'  )gr   r   r  r(  r  r    r    r!   $test_violinplot_outofrange_quantiles1  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   r?  )r   r   r  r'  )ra   rb   rc   rd   r   r  )r   r   r  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  r?  )r&  r3  r  r  r   r  r   r  r&  	ABCDEFGHIr  )	ra   rb   rc   r+  rd   r  r   r  r  )r   r   r  s1s2s3r    r    r!   test_violinplot_pandas_seriesP  s   r2  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  rt   r   r2  r3   r4   F)r  manage_ticks)
r#   r   r  r   ra   rb   rc   rd   r  r   )r  r   old_xlimr  r@  new_xlimr    r    r!   test_manage_xticksZ  s   r6  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   r  r   )r  rE  c                 S   r$  r    rH  r  r    r    r!   r   m  r  z+test_boxplot_not_single.<locals>.<listcomp>r   5)r#   r   r  ra   rb   ru   r  r  r   r  
get_xticksr*  r(   r    r    r!   test_boxplot_not_singlef  s   
"r:  c                  C   s@   t ddgddg tjddi t } t j| ddd d S )Nr   r3   z	font.sizeP   raw)r  format)r#   r   rO   r   updateioBytesIOsavefigr  r    r    r!   test_tick_space_size_0p  s   rC  )errorbar_basicerrorbar_mixedrD  c            
   	   C   s  t jdddt jd} t |  }ddt |   }d| }t }| }|j| |ddd |	d tj
d	d	d
d\}}|d }|j| ||dd |	d |jdd |d }|j| ||ddd |	d |d }|j| ||d	| g|d	| gdd |	d |d }|d t d|| }|| }|j| ||d	| g|ddd	d |	d |dd |d | |d }	t }| }|jd!d"dd|	d# |	d d S )$Nr   r  r   r  r   r  r  z&Simplest errorbars, 0.2 in x, 0.4 in yr4   T)rI  rJ  r  rN  r   r  r   zVert. symmetricnbinsr  )r  r   rE  zHor. symmetric w/ alpharb  z--or  r  r   zH, V asymmetricr,  r  r  r  )r  r  r   ecolorcapthickzMixed sym., log yr  zVariable errorbarsr  r-   r.   r  r  r  )ra   ri   
longdoubler]  r  r#   r   rO  r  r0   r   locator_paramsr|  maximumr  suptitle)
r-   r.   r  r  r)   r   r  ylower
yerr_lowerr  r    r    r!   test_errorbary  sD   


$




rS  mixed_errorbar_polar_capsc                  C   s  t  } t jddd}g d}dgd }|j||ddd	d
 tjd d tjd g}ddg}|j||dtj dd	d
 dtj d d dtj d d dtj d g}dgd }g dg dg}g dg dg}	|j||||	d	d
 dg}
dg}|j|
|ddd	d
 dS )z
    Mix several polar errorbar use cases in a single test figure.

    It is advisable to position individual points off the grid. If there are
    problems with reproducibility of this test, consider removing grid.
    r  r  r6  rU  r  r   ffffff?r   r   r  r  r   r4   r   g?r  r  r  r  r   r  )r   r   r   )r   r   r   )rU  r   r   )r   rU  r    @@rt   N)r#   r   rV  r  ra   r   )r)   r   th_symr_symth_longr_longth_asymr_asymr  r  th_overr_overr    r    r!   test_mixed_errorbar_polar_caps  s    	
0
ra  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 )Nrt   r4   r  r  r  rX  rY  )	r#   r   ra   ri   r  r   r  to_rgba	get_color)r  r   r-   r.   rl  r  rm  ln1r    r    r!   test_errorbar_colorcycle  s   
 re  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    )ra   r]  )r   rn  r-   r    r!   r     r   z.test_errorbar_cycle_ecolor.<locals>.<listcomp>)r  rX  rY  r#  rD  r  r   r  )r  r   r}   rJ  )r  r   r}   r   rJ  )ra   ri   r   r   r  r  )r   r   r.   axtaxryir   r    rf  r!   test_errorbar_cycle_ecolor  s   rj  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   r4   r   rF  )r  r   rI  )r#   r   rO  ra   ri   r]  r  vstackr9  r   r   r  r  )r)   r   r-   r.   yerr1r  r  r    r    r!   test_errorbar_shape  s    "rm  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   rE  r   r   dottedr   )r  r  r  r   T)r3   r   r&  r   )r  r  uplimsr  r   )r4   r  r3  r   r  )r  r  lolimsr  r   r   r   r3  magenta)r}   r  r  r  rq  rp  r  r   r   r   r  rW  r  r   cyan)r}   r  r  r  xlolimsxuplimsrp  rq  r  r  capsizer   )r   rE  zErrorbar upper and lower limits)
ra   ri   r]  r#   r   r  
zeros_like	full_liker  r0   )r-   r.   r  r  r  r)   r   rp  rq  rt  ru  r    r    r!   test_errorbar_limits  sH   






ry  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   r3   r  rV  r  )ra   ri   r#   r  rP  rc  r  rb  )r-   r.   plotliner  barlineserrbarr    r    r!   test_errorbar_nonefmt2  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   r3   Noner  r[   z	steps-midroundrv  rw  bevel)
r  r  r  r}   r  r{  dash_capstyledash_joinstylerz  ry  )ra   ri   r#   r  get_fillstyleget_drawstyle)r-   r.   rz  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)r4   r  rt   r4  r   r  r  r  )r-   r.   r  r  r}   r  r4   r   r  z	tab:greenr  r.   )r-   r.   r  r   r  r}   r  r  r   r  ztab:bluer  r   r7   )r-   r.   r  r   r  r}   r  r3   r  )r  r  r  )r  r  r   )r  r.   r7   )r  r  r	  )r  r}   r  r   rT  )
prop_cycler-   r.   r  )r-   r.   r  r   )r-   r.   r  r   )r   r  r  r	   r#   rc)r   r   r   _cycler    r    r!   test_errorbar_with_prop_cycleN  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   r3   r   r  znot a tuple of two integersr\  rU  )
errorevery)r  r   znot a valid NumPy fancy indexFTznot a recognized valuefoobar)	ra   r   r#   r   r   r   r   r  r  )r-   r.   r  r   r    r    r!   test_errorbar_every_invalidc  s    "r  c                  C   sX  t   } tjtdd | jdgdgdgdggdgdggd W d    n1 s+w   Y  tjtdd | jdgdgdgdggd W d    n1 sPw   Y  tjtdd | jdgdgdgdggd	 W d    n1 suw   Y  tjtdd! td
}dd |D }| j||t	j
ddd	 W d    d S 1 sw   Y  d S )Nz''xerr' must not contain negative valuesr\  r   r  r3   )r-   r.   r  r  )r-   r.   r  z''yerr' must not contain negative valuesr  r   c                 S   s"   g | ]}t  d d|d d qS )r  r&  r4   r3   r  r  r    r    r!   r        " z/test_xerr_yerr_not_negative.<locals>.<listcomp>r  r  )r#   r   r   r   r   r  r  ra   ri   r  r  )r   r-   r.   r    r    r!   test_xerr_yerr_not_negativet  s4   (

"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   r3   r   r  rgbk)r   r   r4   r  rN  r  )r  rv  r7   rW  )r7   r  r  )rv  r7   r   r   )r3   r  r   )ru  rv  r   r  )rv  r   r   r4   r   r  )r  ru  rv  r7   r   r<  r   rX  )ra   r   r   r  r  r   r  )	r   r   r-   r.   r  ro   rn   r   shiftr    r    r!   test_errorbar_every  sB   (*
,,
,,
r  
elinewidthrU  c                 C   s"   t jg dg dg d| d d S )NrU  )r  r  )r#   r  )r  r    r    r!   test_errorbar_linewidth_type  s   "r  c                 C   s   |   }td}tddtjtjdg}tddtjtjdg}|||| |  }|ddgddgddg |jdgdgdgdd	 d S )
Nr   r3   r4   r   r  r  r   r  r   )r   r   ra   r<  r  r  )r   r   r   xsysesr    r    r!   test_errorbar_nan  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 )Nr3   r   r2  r   rt   r  r3  TrK  r-   )r5  rL  r  ra   r   r#   r   r/  )d1d2r)   r   r  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   rt   r  r3   r   r2  r   rM  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 )
Nr3   r   r2  r2  r4  r   rt   r   r   )ra   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   rt   r  r3   r   r2  r2  rK   )r5  rM   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   rt   r  r3   r   r2  r  r  r  r   r3  T)weightsr5  rL  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   s   t ddt j d}t \}}| r!|j|t |ddddd n&tjt	d	d
 |j|t |dddddd W d    n1 sBw   Y  |
  d S )Nr   r4   r   C2-.zk+C1-. )linefmt	markerfmtbasefmtr+   
deprecatedr\  F)r  r  r  r+   r  )ra   r   r   r#   r   stemrR  r   r}  r   rC   r  r-   r)   r   r    r    r!   	test_stem  s   r  c                  C   s   dd } t  \}}g d}g d}| ||g d|fd | |||||fd | |j||dd||fd | |||d||fd | |j||dd	d
||fd | |j|ddg d|fd | ||dg d|fd dS )z5Test that stem() correctly identifies x and y values.c                 S   s8   t t| j \}}||d ksJ ||d ksJ d S Nr   r3   )mapr  
markerliner  )stem_containerexpectedr-   r.   r    r    r!   _assert_equal  s   z%test_stem_args.<locals>._assert_equalr3   r   r   r&  r3  r  r4  )r  r:  r  zb--)r  r  Nr#   r   r  r  r)   r   r-   r.   r    r    r!   test_stem_args  s    r  c                  C   s  		ddd} t  \}}g d}g d}| |||ddd | |j||d	d
dd	d | |j||dd
dd	d | |||ddddd | |||ddddd | |j||dd	d
ddd	d | |j||ddd
dddd | |j||ddd
ddd	d | |j||ddd
dddd | |j||ddd
dddd | |j||dddddd | |j||dd	dddd	d | |j||dddddd	d dS )zATest that stem(..., markerfmt=...) produces the intended markers.Nc                 S   sl   |durt | j |sJ |durt | j |sJ |dur+| j |ks+J | j dks4J dS )zl
        Check that the given StemContainer has the properties listed as
        keyword-arguments.
        Nr~  )r  r  	stemlinesrc  r  r  get_linestyle)r  	linecolormarkercolorr}   r    r    r!   r  *  s   z*test_stem_markerfmt.<locals>._assert_equalr  r  r  r   )r  r}   r-   )r  r  r	  )r  r  r}   r  gxr  r~  r   r  )r  r  )NNNr  r  r    r    r!   test_stem_markerfmt(  sb   

r  c                  C   s@   t dd\} }tjdtjdg}ddg}||| d S )Nr3   z2013-9-28 11:00:00z2013-9-28 12:00:00r   r\  )r#   r   dateutilparserparser  )r)   r   r  r  r    r    r!   test_stem_datesi  s   

r  zstem_orientation.pngc              
   C   s   t ddt j d}t \}}| r"|j|t |ddddd d S tjt	d	d
 |j|t |dddddd W d    d S 1 sDw   Y  d S )Nr   r4   r  r  kxr  rK   )r  r  r  rM   r  r\  F)r  r  r  r  rM   )
ra   r   r   r#   r   r  rR  r   r}  r   r  r    r    r!   test_stem_orientationq  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 )Nr3   r   r2  r   rt   r  r3  Tr   )r5  rL  rE  r  r  r    r    r!   "test_hist_stacked_stepfilled_alpha  s   r  hist_stacked_stepc                  C   r  )
Nr3   r   r2  r   rt   r  r2  TrK  r  r  r    r    r!   test_hist_stacked_step  r  r  hist_stacked_normedc                  C   s@   t ddd} t ddd}t \}}|j| |fddd d S )	Nr3   r   r2  r   rt   r  T)rL  rW  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 )Nr3   r   r2  rt   r3  )rI   r5  )ra   r   r#   r   r/  ri   r  r    r    r!   test_hist_step_bottom  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   r3   r4   r   r   r   r3   r3   r3   r4   r3  rZ  r5  r   r4   r3   r   r#   r/  r   get_xyrZ  r  r  polygonr  r    r    r!   test_hist_stepfilled_geometry  s   *$r  c               	   C   sn   g d} g d}t j|| dd\}}\}ddgddgddgddgddgddgddgddgg}t| | d S )	Nr  r  r2  r  r   r4   r3   r   r  r  r    r    r!   test_hist_step_geometry  s   4r  c                  C   s   g d} g d}t j|| g ddd\}}\}ddgddgddgdd	gd
d	gd
dgddgddgd
dgd
d
gdd
gddgddgg}t| | d S )Nr  r  r3   r4   r   r3  rZ  rI   r5  r   r3   r   r   r4   r  r   r  r  r    r    r!   $test_hist_stepfilled_bottom_geometry  s   *$r  c               	   C   st   g d} g d}t j|| g ddd\}}\}ddgddgddgdd	gd
d	gd
dgddgddgg}t| | d S )Nr  r  r  r2  r  r   r3   r   r   r4   r  r   r  r  r    r    r!   test_hist_step_bottom_geometry  s   4r  c                  C   s  g d} g d}g d}t j||g| ddd\}}}t|dks"J |d \}ddgddgd	dgd	d
gdd
gdd	gd
d	gd
dgddgddgd	dgd	dgddgg}t| | |d	 \}ddgdd
gd	d
gd	dgddgddgd
dgd
d	gdd	gdd
gd	d
gd	dgddgg}t| | d S )Nr  r  r4  Tr3  rZ  rL  r5  r4   r   r3   r   r  r#   r/  r  r   r  rZ  data_1data_2r  r)  r  r  r    r    r!   %test_hist_stacked_stepfilled_geometry  s&   

*$
*$r  c               	   C   s   g d} g d}g d}t j||g| ddd\}}}t|dks"J |d \}ddgddgd	dgd	d
gdd
gdd	gd
d	gd
dgg}t| | |d	 \}ddgdd
gd	d
gd	dgddgddgd
dgd
d	gg}t| | d S )Nr  r  r4  Tr2  r  r4   r   r3   r   r  r  r  r    r    r!   test_hist_stacked_step_geometry  s   

4
4r  c                  C   s"  g d} g d}g d}t j||g| dg ddd\}}}t|dks%J |d	 \}d	d
gd	dgd
dgd
dgddgddgddgddgddgddgd
dgd
d
gd	d
gg}t| | |d
 \}d	dgd	dgd
dgd
dgddgddgddgddgddgddgd
dgd
dgd	dgg}t| | d S )Nr  r  r4  Tr  r3  rZ  rL  rI   r5  r4   r   r3   r   r   r  r   r  r  r  r  r  r    r    r!   ,test_hist_stacked_stepfilled_bottom_geometry  s(   

*$
*$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  r4  Tr  r2  r  r4   r   r3   r   r   r  r   r  r  r  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;  r2  r  6  r  )r2     r  r  r   i  )r  r  r  r  r  r     )r  r  r  r  r`  r`  r   r   r   r   rt   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_  ))gXxn?r   r  )r  r   g `p?)r  r   gǟ?)r  gˢ`?r   )gC?r  r   )gK?r  r   )r   r
  z yellowrr  r  rt   r7  mid)rZ  r5  r  r   r+   zupper right)r   r   r3   )r;   bbox_to_anchorrJ  )r#   r   r/  rC   )r  r  labelsr)   r   r    r    r!   test_hist_stacked_bar)  s   r  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 )Nrt   r2  r   r3   r4   r7  )r5  rI   )ra   r<  r#   r/  tolistrB  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 )Nrt   r2  r4  )r#   r   r/  r   r(   r    r    r!   test_hist_emptydataA  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   r3   rw  r  r  00)r#   r   r/  rS   )r)   r   r  r#  r    r    r!   test_hist_labelsF  s   r  transparent_markersc                  C   s:   t jd t jd} t \}}|j| dddd d S )Nr   r  r  r  r   )r  r   ra   rb   rc   r#   r   r   rX  r    r    r!   test_transparent_markersU  s   r  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 )Nr4   r  r  r  r5  )r   r   r3   r   r   r   r2  )r  r  r3   r   )r  r  rE  r   r-   )r  rE  )r   r  r   r   )r#   r   r;  r  r   r  )r)   r  rcolorsbcolorsalphaskwr1  rE  r^  rcolorr  bcolorr   r    r    r!   test_rgba_markers^  s&   *r	  mollweide_gridc                  C   s    t  } | jdd}|  d S )N	mollweider6  )r#   r   r   r<  r(   r    r    r!   test_mollweide_grido  s   r  c                  C   s   t  } | jdd}ttj tjd}ttj d tjd ddd }t||\}}t| | fj	}|j
|}|j
 |}tj||d d S )	Nr  r6  rX  r   r  r3   r   r   )r#   r   r   ra   r   r   r:  rk  r  r9  transProjectionr   invertedr   r   )r)   r   lonlatllr  ll2r    r    r!   &test_mollweide_forward_inverse_closurex  s   $r  c                  C   sz   t  } | jdd}tddd}t||\}}t| | fj}|j	
 |}|j	|}tj||d d S )Nr  r6  r   r3     r   )r#   r   r   ra   r   r:  rk  r  r9  r  r  r   r   r   )r)   r   r-   r.   r  r  xy2r    r    r!   &test_mollweide_inverse_forward_closure  s   r  
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   r  z-Dr  r  r2  rt   )r   r  r   r9  r4   r3   )r   r  r   r9  rE  r  r   r  r3  r   rX  r    r    r!   r    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   rz   r2  r  )r   r3   rU  r  r  r8  )r3   r  r   )r3   r   r3   )r   r3   r3   r  Q?)ir  r3   r   r  rt   )r   r4   r3   r3   r   r   )r  lineoffsetslinelengths)r   r7   lor  r   r7   r  r  )r  r  r  r  )
ra   rb   rc   r  r  ri   r#   r   r   r  )r   data2r  num_datasetscolors1colors2r  lineoffsets1lineoffsets2r  linelengths1linelengths2r  r)   axobjcollsnum_collectionsr    r    r!   test_eventplot  sF   

r(  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   rz   r2  r  N)ra   rb   rc   r  r#   r   r   r  )r   r  r  r)   r%  r    r    r!   test_eventplot_defaults  s   r)  r  ))r  )z
tab:orangeztab:pinkztab:cyanbLacK)r  r  N)r3   r   r3   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   r3   r4   r   c                 S   s   g | ]
}|d ur
|ndqS )Nr  r    r   r7   r    r    r!   r   	  r   z)test_eventplot_colors.<locals>.<listcomp>r  r  N)r  ra   r=  r  to_rgba_arrayr#   r   r  r  r   rc  )r  r  r  r)   r   r  r  r   r    r    r!   test_eventplot_colors  s   r.  c                  C   s*  t  \} }|jg dg dgdd}|d  dksJ |d  dks'J |jg dg dgddgd}|d  dks@J |d  dksJJ tjtdd	 |jg dg dgg d
d W d    n1 skw   Y  tjtdd	 |jg dddgd W d    d S 1 sw   Y  d S )N)r   r4   r  )r3   r   r   r  rU  rZ  r   r3   r   zalpha and positions are unequalr\  )r   rU  r  )r#   r   r  	get_alphar   r   r  )r)   r   r  r    r    r!   test_eventplot_alpha  s    "r0  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
    MatplotlibDeprecationWarning rather than overriding the 'plural' versions
    (e.g., to prevent 'color' from overriding 'colors', see issue #4297)
    r   r2  rt   r	  r  r7   rs  r4   r3   r   dasheddashdotro  )r  r   r  r#  r  r   r   c                 s   s    | ]	}t |jtV  qd S r  )
issubclasscategoryr   )r   wir    r    r!   rO  F  s    z0test_eventplot_problem_kwargs.<locals>.<genexpr>N)
ra   rb   rc   r  r#   r   r   r  r  rP  )recwarnr   r  r  r)   r%  r    r    r!   test_eventplot_problem_kwargs-  s$   r7  c                  C   s.   t dd\} }|jg gdgd t   d S )Nr3   )r  r  r  r  r,  r#   r   r  r  r(   r    r    r!   test_empty_eventplotJ  s   r9  r  rM   )NverticalrK   c                 C   sB   |du ri nd|i}t dd\}}|j| fi | t   dS )z#Introduced when fixing issue #6412.NrM   r3   r8  )r  rM   optsr)   r   r    r    r!   test_eventplot_orientationP  s   r<  c                 C   s   t  dddt  dddt  dddg}t  dddt  dddg}| }|j|dd |j|dd |  }|||g d S )	Nr  r3   r4   r   r   r  r   )r  )r  r   r  )r   r   ts_1ts_2r   r    r    r!   test_eventplot_units_listZ  s   r?  zmarker_styles.pngc               	   C   s   t  \} }ttjjjdd d}|d dg|}t|D ]%\}}|j|d d t	
dd  t	dd | d|d|d  |d	 qd S )
Nc                 S   s   t t| t |  S r  )r  r<  rf  r    r    r!   rd  q  r  z$test_marker_styles.<locals>.<lambda>)r  r  r4   r   rt   r   )r   r}   r   r+   )r#   r   sortedrO   markersrq  rU  r  r   ra   ri   r   )r)   r   rA  r.   r}   r    r    r!   test_marker_stylesi  s   


.rB  zrc_markerfill.pngc                  C   sP   t  \} }td}tg dD ]\}\}}|tjd< |j|| |d qd S )Nr  ))r9   r  )rI   r   )r  r  zmarkers.fillstyler  )r#   r   ra   ri   r  rO   r   r   )r)   r   r-   idxr   r}   r    r    r!   test_markers_fillstyle_rcparamsy  s   

rD  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 )Nrt   ))r   r   r"  r,  r#  r   r  r  r   r  )r  r   r#   r   r   r  r  )r  marker_as_tuplemarker_as_listr)   r   r    r    r!   test_vertex_markers  s   rG  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 )Nrt   r   )r9  r  r3   r  )r   r9  r  r   r  rs  r4   r  r   zaxvline and axhline zorder testr	  )r  r  r9  r   )r9  r   r  zerrorbar zorder test)r  r   r#   r   rO  r   rk   axvliner0   ra   r:  r  )r-   r)   r   r.   r  r^  r    r    r!   test_eb_line_zorder  s&   

rL  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   rt   )r  r3   r'  r   rT  z.-)r3   r  )rt   r  r  r  r3   rt   r  r  )r   r   r  axliner   r    r    r!   test_axline_loglog  s   rN  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'  rN  r,  rb  rX  r
  )r   r   r3   r   rY  )gffffffr  r   r#  )sloper   )r3   r  r  C4)r  r3   infr  r   r3   r   )r   r   rM  r  r   rk   rK  r   r    r    r!   test_axline  s    rS  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'  rN  r3   rP  r   rO  rX  rP  r   r   r   r   r   rY  )r   r   )r   r3   r#  )r   r   r   r
  )r   r   rM  r-  r   r   r    r    r!   test_axline_transaxes  s   rW  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'  rN  r3   rT  rV  r4   rX  rU  r   rY  )r   r   rV  r   r   rt   r
  )r   r   rM  r-  set_size_inchesr   r   r    r    r!   test_axline_transaxes_panzoom  s   rY  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.rN  Nr,  r3   )rP  r  r  )
r#   r   r   r   r   rM  r  r|  r  r  r(   r    r    r!   test_axline_args  s*   




"rZ  )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)r4   r   r  r   r  )r4   r   r3  r4   r   r  r   r  r#  )r4   r   r  r   r  r  r4   r`  r   r3  )r  r3  )rI  r8  r	  r  )r  r#  r   r  rt   )r4   r  r  r3  rt   r  )r   r3   r   r   r4   r3   )r  rn  r   r     r  r  r   )	r#   r   rj   ra   r  r  r   r   masked_equal)r  r  rB  r
  r?  r@  rC  r  r  r  x3rW  x4y4r   fig3ax5x5ymin5ymax5r    r    r!   test_vlines
  2   rl  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   r3   )r#   r   r   r
   rj   r  r  rc  r)   r   r~  r    r    r!   test_vlines_default2  
   "rq  )hlines_basichlines_with_nanhlines_maskedc                  C   r^  r_  )	r#   r   hlinesra   r  r  r   r   rc  )r  r  rB  r
  r@  r?  rC  r  r  r  rW  rd  rf  re  r   rg  rh  y5xmin5xmax5r    r    r!   test_hlines9  rm  rz  c                  C   rn  ro  )r#   r   r   r
   rv  r  r  rc  rp  r    r    r!   test_hlines_defaulta  rr  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   r  r
  r4   r3   r   r   ra  )r3   r4   r   r   )r  r   r   r
  )r   rj   rv  )r   r   r  test_colors	expect_xyexpect_colorr    r    r!   test_lines_with_colorsh  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 )Nrt   r4   )r  r  r  r  r   pre)r9  r   r  r3   r  r  r   r  )r=  Y0Y1Y2r=  r  )r9  r   r  r  r  r  )	ra   ri   r#   r   r  r  r2  r  r  )r-   r.   r)   ax_lst	ln_stylesr   r  r  r    r    r!   test_step_linestylez  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)r3  r3  r  r  r   radiusr!  r"  T)match_originalr   r  r3   r   rp  ii)r   r   r   r   )r   r   r   r   r  r  )r#   r   r  Circler   r  PatchCollectionset_offsetsset_linewidthsset_edgecolorsr  r  r  r  r  )r)   r   r7   r  r  r    r    r!   test_mixed_collection  s   

r  c                  C   s:   t tdtdd} |   |   dksJ d S )Nr   r3   )r   r3   r   r   )r#   rV  ra   int32rx   r  get_subplotspecget_geometryr  r    r    r!   test_subplot_key_hash  s   r  )zspecgram_freqs.pngzspecgram_freqs_linear.pngzspecgram_noise.pngzspecgram_noise_linear.pngQ?)r  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.r   r  rR  r  r  r   r  @ffffff@'@rt   r   r3   r4   r#  r  onesidedtwosidedr   )NFFTFsnoverlappad_tosidesr  )r  r  r  r  r  r  r  N)rO   r   intra   r  ri   r.  r   r   multiplyouterrm  rb   rc   rk  ru   rv   log2r  r#   r   r   specgramr  LogNorm)rn  r  fstims
NFFT_freqsr-   y_freqs
NFFT_noisey_noise	all_sidesr.   r  r  r  r   r  r    r    r!   test_specgram  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.r   r  rR  r  r  r   r  r  r  r  r   r   r3   r4   r#  Nr   rt   r  r   	magnituder  r  r  r  r  r]   r  )r  r  r  r  r  r]   r  r  )rO   r   r  ra   r  ri   r   r   r  r  rm  r  rb   rc   r.  rk  ru   rv   r  r  r#   r   r   r  r  r  )rn  r  r  r  r-   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.r   r  rR  r  r  r   r  r  r  r  rt   r   r3   r4   r#  Nr   r  )re  phaser   r  dB)r  r  r  r  r  r]   r  )rO   r   r  ra   r  ri   r   r   r  r  rm  r  rb   rc   r.  rk  ru   rv   r  r  r#   r   r   r  r   r   r  )rn  r  r  r  r-   r.   r  r  r  r  r  r  r  r]   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`  Nr  )r  r  rz   `   )r#   r  ra   r   
get_extent)specfreqsr  r  r_   r`   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'.r  upperzimage.originr|   N)ra   ri   r   r#   r   r   r  )r   r   r  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.r  r|   r  N)ra   ri   r   r   r   r   r#   r  )r  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  rR  r   r3   r4   r#  r  r  r  F)r  return_liner  Tr   )r  r  r  r  r  r   xlabelylabel)r  ra   r  ri   r   r   r  r  rm  rb   rc   rk  ru   rv   r  r  r#   r   r   psdr.  r  ro  r   csd)rn  r  r  r  r-   ys_freqsr  ys_noise
all_kwargsr  r  r  r  r   r  retr    r    r!   test_psd_csdI  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  rR  r4   r   r3   rt   r   r#  r   r  )r  r  r  r   r  r  r  )r  r  ra   rv   r  ri   r   r   r  rm  rb   rc   r  rk  ru   r  r#   r   r   magnitude_spectrumr   angle_spectrumphase_spectrum)rn  r  fstims1r  r  r-   r  r  r  r  r.   r   r  r  r  r  r    r    r!   test_spectrumk  s<   ("
r  c                  C   s   t  d} | D ]	}|jjdd q	tjdd! | d td | d 	tdtd W d    d S 1 s=w   Y  d S )	Nr4   T)r  r  r  r   r   r3   )
r#   r   r   rU   r   ra   r  r  r:  r  r  r   r    r    r!   test_psd_csd_edge_cases  s   "r  c                 C   sH   |   }| }| }|  |  |  }|j  |j  d S r  )r   r  r  rU  rR   tick_bottomrU   	tick_left)r   r   rn   ax_twinxax_twinyro   r    r    r!   test_twin_remove  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  r   spinesr  r    r    r!   make_patch_spines_invisible  s   
z5test_twin_spines.<locals>.make_patch_spines_invisible)r  r   r  r  )r=   )rT  r  Tr4  zb-)r   r   r4   zr-)r  r   r   zg-r   r4   r  r3   A   r   )r@  r  r.   )r  r  r  r-   r    )r#   r   r&  r   r  r  r=   set_positionr   r   r  r  rU   r+   r  rc  r;  tick_params)	r  r)   hostpar1par2r  r  p3tkwr    r    r!   test_twin_spines  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$  r3   )rR  iL  i  i  )r  i-  rX  r_  r   g     @@z#BEAED4r
  r  )r   rE  z#7FC97Fr   )r1  r^  r1  r^  )r   r  )r   rE  r  )
rO   r   r#   r   r   ra   r<  r  r   r  )r)   r
  r  r  r    r    r!   test_twin_spines_on_top  s(   


r  z(grid_which, major_visible, minor_visible))r   TT)majorTF)r  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!   rO        z*test_rcparam_grid_minor.<locals>.<genexpr>c                 3   r  r  r  r  )minor_visibler    r!   rO    r  )r   r   r>  r#   r   r  r  rP  rR   
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<  r  r  rR   r  r  r  r(   r    r    r!   	test_grid	  s   



r  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  rt   )resetr  	labelsizer   r  r
  r  )
r#   r   r  rR   r  r  r  r<  r
   ry  r(   r    r    r!   test_reset_grid  s   "r  c                 C   sn   || fD ] }|  }|d |jdddddddd	d
dddd |  q| jD ]}|j  |j  q(d S )NTinrt   r   r  r  rn  rX  rY  rY  r  r   r  )	directionlengthr  r   padr  
labelcolorlabelrotation
grid_color
grid_alphagrid_linewidthgrid_linestyle)r   r<  r  draw_without_renderingrT  rR   reset_ticksrU   )r   r   r)   r   r    r    r!   test_reset_ticks&  s   




r  c                  C   s:   t  } |  }|d |g d t| d d S )Nr   )r  r   r   r   )r  r   )r#   r   rO  rK  r   r   r   r(   r    r    r!   test_vline_limit:  s
   
r  zfv, fh, args)r3   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 )	Nr3   z"ymin must be a single scalar valuer\  yminymaxz"ymax must be a single scalar valuez"xmin must be a single scalar value)r_   r`   z"xmax must be a single scalar value)rO   r  num2dater   r   r  )fvfhargsbad_limr    r    r!   test_axline_minmaxB  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 )
Nr3   r4   T)rI  rJ  r  rN  r   rU  )r4   r  r  r   r  )r#   r   r   r   r   )r)   r  r  r  r  r  r    r    r!   test_empty_shared_subplotsR  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datalimr4   T)rI  r  r   )
adjustablesharer3   r  r8  )r#   r   
set_aspect
get_aspectget_adjustable)r  r)   r  r    r    r!   test_shared_with_aspect_1^  s   r  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 )	Nr4   T)rI  r  rN  r   )r  r3   r   r  )r#   r   r  r   r  r   r   r9  r    r    r!   test_shared_with_aspect_2k  s    r  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  r4   T)rI  rN  r   r  r3   r   r   r  )r#   r   r  r   r  r   r   bbox_inchesri  r  get_positionviewLimr  r  )	r  r)   r  
fig_aspectr   r   
box_aspect
lim_aspectr  r    r    r!   test_shared_with_aspect_3v  s$   r!  c                  C   s`   t jddddd\} }|d d tjtdd |   W d    d S 1 s)w   Y  d S )	Nr3   r4   Tr  rN  r   rf  zset_aspect\(..., adjustable=r\  )r#   r   r  r   r   RuntimeErrorr  )r)   rT  r    r    r!   test_shared_aspect_error  s
   
"r$  zerr, args, kwargs, matchr  z@axis\(\) takes from 0 to 1 positional arguments but 2 were given)r  z4Unrecognized string 'foo' to axis; try 'on' or 'off'zthe first argument to axis*r  z1axis\(\) got an unexpected keyword argument 'foo'c                 C   sD   t j| |d tj|i | W d    d S 1 sw   Y  d S Nr\  )r   r   r#   r  )errr  r  r]  r    r    r!   test_axis_errors  s   "r'  c                  C   s  t  } tjtdd | d W d    n1 sw   Y  tjtdd | d W d    n1 s7w   Y  tjtdd | jddd W d    n1 sUw   Y  tjtdd | 	d W d    n1 sqw   Y  tjtdd | j
d	d
 W d    n1 sw   Y  tjtdd | jddd	d W d    n1 sw   Y  tjtdd | jddd	d W d    n1 sw   Y  tjtdd | jdd	d W d    n1 sw   Y  tjtdd | jdd	d W d    n	1 s	w   Y  tjtdd | jdd	d W d    n	1 s(w   Y  tjtdd | jdd	d W d    d S 1 sHw   Y  d S )Nzunknown value for which: 'foo'r\  r  z!Cannot supply both positional andr  rw  zargument must be amongzscilimits must be a sequencer3   )	scilimitszSpecifying 'loc' is disallowedrJ   )r;   r-   r9   )r;   r.   zCannot pass both 'left'r   )rJ   r_   zCannot pass both 'right')r=   r`   zCannot pass both 'bottom')rI   r  zCannot pass both 'top')r9   r  )r#   rO  r   r   r  get_xaxis_transformget_yaxis_transformr   set_prop_cycle
set_anchorticklabel_formatr$   r%   r  r  r  r    r    r!   test_axis_method_errors  sD   $r.  c                 C   sH   t  \}}t|d|  }|d |d t|jj|jj d S )Nztwin{}r   r4   )r#   r   r%  r=  r  r   bboxextents)r  r)   r   r0  r    r    r!   test_twin_with_aspect  s   

r1  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)r  r  )      $r  )r2  r  FT)visible_only)
rO   r   r   r   r   r   r   r   relimr   )r  r  r?  r@  r)   r   r  r    r    r!   test_relim_visible_only  s&   

r5  c                  C   s,   t  } |  }|jdd |jdd dS )z
    tests for issue #1172
    large)r  outr  N)r#   r   rO  r  r(   r    r    r!   test_text_labelsize  s   r9  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   rY  rt   yellowgreengoldlightskyblue
lightcoralr   r   r   r   )r3  r  r  %1.1f%%Tr  )exploder  r  autopctshadow
startangle)r#   r   pie)r  sizesr  rG  rB  r
  r    r    r!   test_pie_default  s   
rM  )pie_linewidth_0rN  rN  )r   r   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:  r?  r@  rE  rF  Tr  r#  r   rG  r  r  rH  rI  rJ  
wedgepropsrf  )lr  r7   exr  rR  rQ  r7   )rG  r  r  rH  rI  rJ  rP  r  )r#   rK  r  r   rO  )r  rL  r  rG  r  r)   r   r    r    r!   test_pie_linewidth_0  s.   

rS  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:  r?  r@  rE  rF  Tr  r#  r   r  r   )	rG  r  r  rH  rI  rJ  rP  rQ   r  zCenter point)r3   r  ->arc3)
arrowstyleconnectionstylesquare	lightgrey)boxstyler!  )r  r  r  r/  rf  )r#   rK  r  r;  r  r  rL  r  rG  r    r    r!   test_pie_center_radius  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:  r?  r@  rE  rF  Tr  r#  r4   rO  rf  r#   rK  r  r[  r    r    r!   test_pie_linewidth_2,  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:  r?  r@  rE  rF  Tr  )rG  r  r  rH  rI  rJ  counterclockrf  r]  r[  r    r    r!   test_pie_ccw_true;     ra  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:  r?  r@  rE  rF  Tr  r#  r   r-  )	rG  r  r  rH  rI  rJ  rP  framerQ   r   )r   r4   )r   r   rf  r]  r[  r    r    r!   test_pie_frame_gridJ  s(   rd  zpie_rotatelabels_true.pngc               
   C   r_  )
N)Hogwartsr;  r=  r>  r?  r@  rE  rF  Tr  )rG  r  r  rH  rI  rJ  rotatelabelsrf  r]  r[  r    r    r!   test_pie_rotatelabels_truee  rb  rg  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:  r?  r@  rE  rF  Tr  )rG  r  r  rH  rI  rJ  labeldistancerf  rf  g333333r  )r#   rK  r  r   rC   r[  r    r    r!   test_pie_nolabel_but_legendt  s   
ri  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)r  "   rY  )zLong name 1zLong name 2zLong name 3rQ   r9   r  anchorr  r  )horizontalalignmentverticalalignmentr  rotation_moder@  r   %.2f)r  rH  	textpropsrl  rm  r  rn  r@  r   )
r;  r#   rO  rK  get_haget_vaget_rotationget_rotation_modeget_sizerc  )r  r  rp  r  textsrH  txr    r    r!   test_pie_textprops  s*   rx  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   r  )r   r   r   )rG  )r#   r   r   r   r  rK  r(   r    r    r!   test_pie_get_negative_values  s   "ry  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   T)r-   	normalizer   r   g     v@r  F)r#   r   rK  r  r\  )r)   r   r-   t1t2r    r    r!   test_normalize_kwarg_pie  s   "r~  c                    sF   g d}d |   j| d |  |\}} fdd|D  d S )Nrz  r{  r  c                    s   g | ]}|  qS r    	set_hatch)r   r  r  r    r!   r     r   z)test_pie_hatch_single.<locals>.<listcomp>)r   rK  )r   r   r-   wedgesr  r    r  r!   test_pie_hatch_single  s
   r  c                 C   sL   g d}g d}|   j||d |  |\}}dd t||D  d S )Nrz  )r  r{  r{   r  c                 S   s   g | ]	\}}| |qS r    r  )r   r  hpr    r    r!   r     r  z(test_pie_hatch_multi.<locals>.<listcomp>)r   rK  r  )r   r   r-   r  r  r  r    r    r!   test_pie_hatch_multi  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 )Nr4   rd   zset_x/yticklabelsr   rt   r3   r   r  r7   r  r  r   )11121314)r#   r   r   ra   ri   r0   
set_xticksr   
set_yticksset_xticklabelsset_yticklabelsr9  
get_yticksr*  get_yticklabels)r)   r   r@   r    r    r!   test_set_get_ticklabels  s   r  c                  C   sT   t  \} }g d}tt |jj|dd W d   dS 1 s#w   Y  dS )z]
    When labels=None and any kwarg is passed, axis.set_ticks() raises a
    ValueError.
    rU  r   rZ  N)r#   r   r   r   r  rR   	set_ticks)r)   r   ticksr    r    r!   0test_set_ticks_kwargs_raise_error_without_labels  s
   "r  c                 C   s   |  }|g d |jg ddd |g d |jddgdd	 |jd
dgdd	 |   }|jg dg ddd |g d |jddgd
dgdd	 dS )z
    Test that these two are identical::

        set_xticks(ticks); set_xticklabels(labels, **kwargs)
        set_xticks(ticks, labels, **kwargs)

    )r3   r4   r  r  r  bold)
fontweightr  r4   r  T)r  r   r!  N)r   r  r  r  r  r   r    r    r!   test_set_ticks_with_labels  s   	r  c                  C   sp  t   } tjtdd | ddgd W d    n1 s w   Y  tjtdd t t	
dd W d    n1 sBw   Y  tjtdd t t	
dd	 W d    n1 sdw   Y  tjtdd t jt	
ddtdd
 W d    n1 sw   Y  tjtdd t jt	
dd	tdd
 W d    d S 1 sw   Y  d S )Nzmust be a sequencer\  r4   r&  rX  z
must be 1Dr  r#  r"  r  )r#   r   r   r   r   r   r  r  r  ra   ri   r   r   r  r    r    r!   test_xticks_bad_args  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 )
Nrt   r   r   rG  c                 S   s   g | ]}|qS r    r    r+  r    r    r!   r   	  s    z.test_subsampled_ticklabels.<locals>.<listcomp>
bcdefghijkc                 S   r$  r    r7  r  r    r    r!   r     r  )r  r  r  ro  r^  )r#   r   r   ra   ri   rR   r  rN  set_ticklabelsr  get_ticklabels)r)   r   r  r    r    r!   test_subsampled_ticklabels  s   r  c                  C   sl   t  \} }|td |jddg tt	 |j
g d W d    d S 1 s/w   Y  d S )Nrt   r   r  r  )r#   r   r   ra   ri   rR   r  r   r   r  r  r(   r    r    r!   test_mismatched_ticklabels  s   "r  c                  C   s<   t  \} }|ddgddg |ddg |g  d S )Nr3   r4   )r#   r   r  r  r  r(   r    r    r!   test_empty_ticks_fixed_loc  s   r  zretain_tick_visibility.pngc                  C   sF   t  \} }t g dg d t j| dd |jdddd d S )	Nr4  )r   r   r  Fr  r.   r   r   r  r  r  )r#   r   r   setpr  r  r(   r    r    r!   test_retain_tick_visibility  s   r  c                  C   st   t  \} }dd }|jt | |g d |dd |jj	  dd |j
 D }|g dks8J d S )	Nc                 S   s   | dkrdS dS )Nr3   
unit valuer   r    r   r    r    r!   formatter_func-  s   z.test_tick_label_update.<locals>.formatter_func)r   r   r3   r4   r   r  r  c                 S   r$  r    r7  r  r    r    r!   r   6  r  z*test_tick_label_update.<locals>.<listcomp>)r   r   r  r   r   )r#   r   rR   r   r   r  r  r   r  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   r3   r   r4   r   )r  rt   r  r   r  )r#   r   r>  r   r   ra   r   r   )r)   r   r  r    r    r!   test_o_marker_path_snap:  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 )Nr3   rt   r  r   r,  r   r4   )r   r4   皙ɿr  )r  r   )	r  r  r  r#   r   r   r>  r   r   )r  r_   r`   r  r  rB  r
  rC  r  rg  r  r    r    r!   test_marginsE  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 )Nr  r3   r4   r  r   )r  xmarginr  )r   r   r   r#   r   r   r   r   r(   r    r    r!   test_set_margin_updates_limitsi  s
   r  )r   z!margin must be greater than -0\.5r"  r   r.   z@Cannot pass both positional and keyword arguments for x and/or yr  z&Must pass a single positional argumentc                 C   sT   t j| |d t }| }|j|i | W d    d S 1 s#w   Y  d S r%  )r   r   r#   r   r   r>  )r&  r  r  r]  r)   r   r    r    r!   test_margins_errorsq  s
   "r  c                  C   s&   t  \} }|d |dg d S Nr3   )r#   r   r/  r(   r    r    r!   test_length_one_hist  s   
r  c                  C   s  t  } |  }|dd | dksJ | dksJ |jdd | dks,J | dks4J |jdd | dksBJ | dksJJ |dd | dksXJ | dks`J |jdd | dksnJ | dksvJ |jdd | dksJ | dksJ d S )	Nr   rg  )r   rg  r  )r  )r   r  )r|   )rg  r  )	r#   r   r   r  
get_xboundr   r  
get_yboundr   r(   r    r    r!   test_set_xy_bound  s(   r  c                  C   s8   dgd } t dd\}}|| |  |t  d S )Nrt   r   r3   )r#   r   rW  rA  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 )Nr3   r4   r
  rV  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   r3   r  r  )r#   r   r   rc  r)   r   r  r    r    r!   test_color_alias  s   r  c                  C   s4   t  \} }|jtdgd tdd |  d S )Nr   r   rw  )r#   r   r/  r   rC   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   rw  )r#   r   decoder/  r   rC   )r)   r   r   r  r  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 )	Nrt   g^ 9^;rJ   r   r3   r=   r9   rI   )ra   rb   r#   r   r   r  r  rU   
offsetTextr  rT   
tick_rightrR   get_verticalalignmentr   )r  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)rO   r
   r#   r   )r  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 )NTr   )r  zaxes.grid.axisr-   r.   r3   r   )r#   r   r  rO   r
   r   )r)   rc_dict0rc_dict1rc_dict2r  r1  r  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  r3   tick1Ontick2Onr#   r
   r   r   rR   rU   _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  r3   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   rg  r  rr  morX  r3   T)originalg      ?r   r  r  F)g333333?r   g      ?r  )ra   ri   r<  r#   r   r   r  r   r   rH  r  r   r  r0  )r-   r.   r)   r   r   r   r    r    r!   test_square_plot0  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"  r   r3   )	r   r   r  r#   r   ra   r:  ri   r   r    r    r    r!   test_bad_plot_args?  s   *"r  zxy, clsr    ))r   r  )r4   r  )r3   r4   r  r3  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)r  r  clsr)   r   r    r    r!   test_pcolorfastJ  s   $r  c                  C   s   t jddddd\} }|d d |d d |jD ]}| dks&J | dks.J q|d d |d d |jD ]}| dksJJ | dksRJ q@d S )Nr4   Tr"  rN  r  r,  r  )r#   r   r  r|  r  
get_yscale
get_xscaler)   r  r   r    r    r!   test_shared_scale]  s   

r  c                   C   sr   t t tjdd W d    n1 sw   Y  t t tjdd W d    d S 1 s2w   Y  d S )NTr  rM  )r   r   r   r#   rV  r    r    r    r!   test_shared_boolo  s   "r  c                   C   s   t tddg dS )z4Violin plot should handle point mass pdf gracefully.r   N)r#   r  ra   r<  r    r    r    r!   test_violin_point_massv  s   r  c               	   C   s   t dtdgt dtdg } t ddg dg dg dgtdtdd g}t d|}t d	|}t dg gt dg g t dg d g t d	g d g }| | }| | }| | | }g ||||S )
Nr-   r   r.   r&  r3   )r3   r3   r3   r3   r3   )r4   r   r  r  )r	   ra   ri   r   )base_xy
err_cyclerxerr_cyyerr_cyempty	xerr_only	yerr_onlyboth_errr    r    r!   generate_errorbar_inputs{  s*   $

r  r  c                 C   s$   t  }|jdi | }|  d S )Nr    )r#   rO  r  rU  )r  r   ebr    r    r!   test_errorbar_inputs_shotgun  s   r  dash_offsetc                  C   sT   t  \} }tdd}t|}tdddD ]}|j||| |dfddd qd S )	Nr   rt   r   r4   rt   rt   r   r  )r  r9  r   )r#   r   ra   r   	ones_liker   r   )r)   r   r-   r.   r^  r    r    r!   test_dash_offset  s   
r  c                  C   s   t  \} }|jddd |j }|d d| j ksJ |jddd |j }|d dks1J |jdd d |j }|d tjd d | j ksMJ d S )	Naardvarkr  r  r"  g?r  zaxes.titlepadrN  )r#   r   r0   titleOffsetTrans
get_matrixr  rO   r   )r)   r   rs  r    r    r!   test_title_pad  s   


$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 )	NrQ   zaxes.titlelocationr  rJ   r:   r=   r  fail)r#   r   r   r0   	get_titler   r   r  r(   r    r    r!   test_title_location_roundtrip  s   

"r  r  c                 C   s   t jdd| d\}}|d jddd |d jddd |  |d j \}}|d j \}}||  kr=d	ks@J  J d S )
Nr4   r3   r  r   r   ir  r!  r   )r#   r   r0   r  r,   r  )r  r)   r  r-   r  r@  r    r    r!   test_title_location_shared  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 )Nr3   r  r   r   r;  r  r4   )r  r  r   r  )r  r  r  )r#   r   ra   ri   r  r  )r)   r   r-   r    r    r!   test_loglog  s
   r  ztest_loglog_nonpos.pngc                  C   s   t dd\} }tdd}|d }d|d< d|d< ttg dd	d
|jD ]?\\}}}||krI|r>|j||d d	|d q&|j||d d	d q&|j||d d	d |r\|jd|d |re|j	d|d q&d S )Nr   r3   r  g      r  r  r  )r6  rA  r   r4   )r'  )r9  nonpositiver;  r  )r  )
r#   r   ra   ri   r  r   r  r  r  r|  )r)   r  r-   r.   mcymcxr   r    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   )r3   r3   r3   r3   r  rV  rt   )r  g      #@)r#   r   r   r  r  r  r  r  ra   r:  r  r/  ri   r   r(   r    r    r!   test_axes_margins  s0   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   r   rn  )r  rU  r  rR   get_major_locatorr   r  r	  r    r    r!   	_helper_x  
   z&shared_axis_remover.<locals>._helper_xc                 S   r 	  r	  )r  rU  r  rU   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		  )rO  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 )
NrO  r   r
	  r4   rP  r"  r   r=  r   r   r  r  )r	  r#   r   rO  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_axes3  s   r	  c                  C   s`   t jddddd\} }|d d }|d d  }|  |dd t|d d  | d S )Nr4   rP  r"  r   r3   r   )r#   r   r   rU  r  r   )r)   r  r   	orig_xlimr    r    r!   test_remove_shared_axes_relim9  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  r  r4   r3   Tr"  rR  )r	  rR  )ra   ri   rb   random_sampler@  r#   r   r  r  r  rC  rE  r   r   )rQ  r  r)   r
  r  r    r    r!   test_shared_axes_autoscaleB  s   $(r	  c                  C   s   t  \} }|j jdd |dd |d | j  t	|j  dks+J |
dd | j  t	|j  dksBJ d S )Nr8  rG  r   rR  rf  r4   )r#   r   rU   r	  
set_paramsr  r  r  r  r  r  r(   r    r    r!   test_adjust_numtick_aspectS  s   


r	  c                  C   sP   t  dd} | jD ]}g | g |   kr"g dks%J  J qd S )Nr  r3  )r#   r   r   r  r9  r  r  r    r    r!   test_auto_numticks_  s   
2r	  c                  C   sv   t  \} }dtjd< |ddgddg t| tddd	k	 s'J t|
 td
ddk	 s9J d S )Nround_numbersaxes.autolimit_modeg#B;g     j@缉ؗҜ<rt   ir  r  r  r   )r#   r   r   r   r  ra   log10r9  ri   rP  r  r(   r    r    r!   test_auto_numticks_logf  s
   
$(r	  c                  C   s   t  \} }|g d d S )N)r   r   )r#   r   r  r(   r    r    r!   test_broken_barh_emptyp  r  r	  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   r3   r  r4   rN  r4   r   gUUUUUU?N)	r#   r   r  r  r  r  verticesr  r  )r)   r   d0ppr    r    r!   test_broken_barh_timedeltau  s
    (r 	  c                 C   sD   | j ddd}td}tjdd}t \}}|||| d S )Nz
2000-01-01rt   )r  r2  r  r&  )r  ra   ri   rb   ru   r#   r   r  )r  timedepthr  r)   r   r    r    r!   test_pandas_pcolormesh~  s
   
r#	  c                 C   sj   t jdddd}t tt|}| ||d}t }|t |j	d dk 
 }|jdd	|d
 d S )Nz2005-02z2005-03r  r  )r  r  r4   r3   r  r  r  )ra   ri   r   r   r  r  r#   rO  r<  r  r  r   )r  r  r  r  r   without_zero_indexr    r    r!   test_pandas_indexing_dates  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  r?  )r-   r.   xeyer  )columnsr  r-   r.   r&	  r'	  rL  )r  ra   rb   uniformr#   r   r  r  r    r    r!   test_pandas_errorbar_indexing  s   r*	  c                 C   s:   |  g dg dd}t \}}||j|d  d S )Nr  )r  r3   r4   )XXYYr,	  )r  r#   r   r   r  r  r    r    r!   test_pandas_index_shape  s   r-	  c                 C   s8   | j g dd}|jdd  }t \}}|| d S )N)
r3   r4   r4   r   r   r  r  r  r  r   r  r3   )r+  ilocr#   r   r/  )r  ser_1ser_2r)   r   r    r    r!   test_pandas_indexing_hist  s   r1	  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 )Nr4   r  r3   r   r  rQ   r  )r  r   r#   r   r  r;   r  r  r  r    r    r!   test_pandas_bar_align_center  s   r2	  c            	      C   s   t  j} i | jdd}i | jdd}| j| jdd}| j| jdd}||ks+J ||ks1J | jdddd	d
 i | jdd}i | jdd}| |}| |}||ksZJ | j|ksaJ ||ksgJ | j|ksnJ d S )Nr  r  r  T)reverser   r  r7  r   )r  r  r  r  )r#   rV  rU   get_tick_params_translate_tick_paramsr  r  set_tick_params)	r  initial_major_style_translatedinitial_minor_style_translatedtranslated_major_kwtranslated_minor_kwnew_major_style_translatednew_minor_style_translatednew_major_stylenew_minor_styler    r    r!   test_axis_get_tick_params  s,   


r?	  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  r7  )r  r  r  r   r  r  r  )
r#   rV  rU   r6	  r  _size	tick1linerc  rG  ru  )axis_1r    r    r!   .test_axis_set_tick_params_labelsize_labelcolor  s   
rC	  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   r2  )r  r   r  r  r   r  )r#   rV  r  rR   rU   r  r  rc  get_linewidthr/  r  )r   r  r    r    r!   test_axes_tick_params_gridlines  s   
rE	  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
labelrightr  r  r   )	r#   rV  r  rU   r  rG  r  label2r  r  r    r    r!    test_axes_tick_params_ylabelside  s   rI	  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labelbottomr  r  r   )	r#   rV  r  rR   r  rG  r  rH	  r  r  r    r    r!    test_axes_tick_params_xlabelside  s   rL	  c                  C   s4   t   } | jtdd d\}| dksJ d S )Nrz   r  r  )r#   r   r   r   r   r  )r   lnr    r    r!   test_none_kwargs     rN	  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  r  )r4   r   r  r   r  r  r   )r#   r  ra   r<  uint8r  r)  r  )r  r  r  r-   r    r    r!   test_bar_uint8  s
    rQ	  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   r4      Canada/Easternr   tzinfor  r  tzgettzr   r    r    r!   r     
    

z(test_date_timezone_x.<locals>.<listcomp>r   r2  r  r  r4   r3   rV	  )rZ	  UTCr   r#   r   rV  r  
time_indexr    r    r!   test_date_timezone_x  s   rb	  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   rR	  rS	  rY	  r   r    r    r!   r   '  r\	  z(test_date_timezone_y.<locals>.<listcomp>r   r]	  r  r4   r3   rV	  FT)rZ	  xdateydater^	  r_	  r`	  r    r    r!   test_date_timezone_y$  s   re	  zdate_timezone_x_and_y.pngc                     sn   t jj  fddtdD } tjdd tddd tj| | dd	d
 tddd tj| | dd	d
 d S )Nc              	      s    g | ]}t j d dd| dqS )rT	  r4   rU	  rW	  r  r   r^	  r    r!   r   :  s    z.test_date_timezone_x_and_y.<locals>.<listcomp>r   r]	  r  r4   r3   r^	  T)rZ	  rd	  z
US/Eastern)r  timezoneutcr   r#   r   rV  r  r`	  r    rf	  r!   test_date_timezone_x_and_y6  s   
ri	  zaxisbelow.pngc                  C   s   t  jdddd} d}t| |D ]A\}}|jddddd tjd	d
d}|| |jdddd |j	ddddd |j
d d  d || | |ksRJ qd S )Nr   T)rJ  r  rN  )Fr  TrV  rt   rs  r  r  r	  r
  r7   r  )r   r   r#  F)r9   rI   rJ   r=   )r#   r   r   r  r   r  r  r  r<  r  r  r   set_axisbelowget_axisbelow)r  settingsr   settingcircr    r    r!   test_axisbelowG  s   

ro	  c            	      C   s   t jd t jdd\} }| }|d}|d}| j  | j	 }|
|j}|
|j}|| }t|ds>J d S )Nr   r  )r  Xlabel2Titler   )r#   r   r   r   r  r$   r0   r  r  get_rendererget_window_extentr  r  ra   isclose)	r)   r   r  xlabel2r,   rendererbbox_y0_titlebbox_y1_xlabel2y_diffr    r    r!   test_titletwiny[  s   



rz	  c                  C   sx   t  \} }| jdd | }|d |d |d d}|j| | j	 }|
| |j |ks:J d S )Nr  )r9   Xlabelrp	  rq	  )r   g(\?)r#   r   r&  r  r$   r0   r,   r  r  rr	  _update_title_positionr  )r)   r   r  r   rv	  r    r    r!   test_titlesetposj  s   




r}	  c                  C   sP   d t jd< t \} }|jd |d | j  |j	
 d dks&J d S )Naxes.titleyr9   
xlabel topr3   p=
ף?)r   r   r#   r   rR   r   r0   r  r  r,   r  r(   r    r    r!   test_title_xticks_topy  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~	  r-   Tr  rI   r9   rK	  rJ	  r	  r3   r	  )
r   r   r#   r   r  r0   r  r  r,   r  r(   r    r    r!   test_title_xticks_top_both  s   


r	  zleft, center))rJ   r   )r   rQ   )rJ   rQ   )zleft title movedzcenter title keptzboth titles alignedc                 C   s   d t jd< t \}}|d |j| dd || |  | r1|s1|j d dks/J d S | sB|rB|j	 d dks@J d S |j d }|j	 d }|dksVJ ||ks\J d S )Nr~	  g   vH7BrJ   r:   r3   r   )
r   r   r#   r   r  r0   r  _left_titler  r,   )rJ   rQ   r)   r   yleftrh  r    r    r!   test_title_above_offset  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   r  r  r   r-   Tr	  Boor3   r   )
r   r   r#   r   r=  r  r0   r  r  r  )r)   r   ttr    r    r!   test_title_no_move_off_page  s   


r	  c                  C   sB   t  \} }|g d |jjdd |j  dksJ d S )Ng   @Ag   eAg   FAr  )r  )r#   r   r   rU   r6	  get_offset_textrc  r(   r    r    r!   test_offset_label_color  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   r   rU   r6	  r	  r  r(   r    r    r!   test_offset_text_visible  s   r	  c                  C   s6   t  \} }|dtddg d  | j  d S )Nr3   r   g-q=gqىE)r#   r   r   ra   r<  r  r  r(   r    r    r!   test_large_offset  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  r  r    r    r!   r     r   z#test_barb_units.<locals>.<listcomp>r   r  rt   r   r  )r#   r   r   ra   r   r  barbsr)   r   r  r.   uvr    r    r!   test_barb_units  
   r	  c                  C   r	  )Nc              	   S   r	  r	  r  r  r    r    r!   r     r   z%test_quiver_units.<locals>.<listcomp>r   r  rt   r   r  )r#   r   r   ra   r   r  quiverr	  r    r    r!   test_quiver_units  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   r   r  rc  r  )r	  r)   r   r^  rM	  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 )Nr3   r4   r   r   r   )r  r  r  r  r-   5   )r  r  r.   r   )r  r  r  )
r#   r   r   rR   r6	  rU   r*  rs  r  r  )rr  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{}r  r  )r!  
facecolorsr   r"  r  )start)r#   r   r   r  r  rb  r=  tupler  squeezer  r  r  )	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 )Nr  r	  r  rt   r   )
r#   r   r   set_xmarginr  r   rR   r  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  tjdd |j||dd W d    n1 sPw   Y  |j||dg|  d d S )Nr   r3   r  r  r\  )r   r   r   )	ra   ri   r#   r   r   r   r  r5   r}  )r  r-   r.   r  r)   r   r    r    r!   test_color_length_mismatch'  s   r	  c                   C   s   t jdgdd t   d S )Nr   Labelrw  )r#   r  rC   r    r    r    r!   test_eventplot_legend3  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  r3   r   )rJ   ri  )r   r   r   r  r  )r#   r   r  r   r  r  )r)   r   rect1rect2r    r    r!   test_bar_broadcast_args8  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 r  )
r#   r   r   r   r  r   ra   r  rR  r   r    r    r    r!   test_invalid_axis_limitsC  s   "r	  r  r  r  rh  c                 C   s6   t  }|g d ||  || |  d S )Nr  )r#   rV  r   r  r|  r  )r  rh  r   r    r    r!   test_minorticks_onP  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 )Nr3   r4   r   r   )r#   r   rG  r  r   r   r  	intervalx)r)   r   xtwinrC  r  r    r    r!   test_twinx_knows_limitsZ  s   r	  c                   C   s   t jddgddgddd d S )Nr   r3   r  )r  r9  )r#   r   r    r    r    r!   test_zero_linewidthi  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  rC   r(   r    r    r!   test_empty_errorbar_legendn  s   r	  c                 C   s\   t ddd}dd |D }dd |D }dd |D }|  || | || d S )Nr  rt   r   c                 S   s0   g | ]}d |d  d|d   d|  d qS )g@r   rW  r4   g\(\@      @r    r   r    r    r!   r   x  s   0 z%test_plot_decimal.<locals>.<listcomp>c                 S   r  r    r   r  r    r    r!   r   y  r  c                 S   r  r    r   r  r    r    r!   r   z  r  )ra   ri   r   r   )r   r   r  r  r-   r.   r    r    r!   test_plot_decimalu  s   r	  c                 C   s0   |   jddddd |  jddddd d S )Nr   r   r  r   )r  rE  r  )r   r   )r   r   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 offr7  zxtick.directionzytick.directionoffN)	r#   r   r   get_tightbboxr  rr	  r  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  r3   r   rt   Nr   r   r   333333@r4   r  r   )boundsr   )ra   mgridr  r   rR  r#   r   r  r  apply_aspectindicate_insetr  r  r<  rP  get_bbox
get_points)dxdyr.   r-   r0  r)   r   r   r   r  rec
connectorsxxr    r    r!   
test_inset  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	  r3   r   rt   r   r   )rU  rU  rU  rU  r   r	  r4   r  r  r   g=
ףp=?gKXc'?g(\?g?g-C6?rtol)ra   r	  r  r   rR  r#   r   r  r  r	  
inset_axesr  r  r  indicate_inset_zoomr  r  r  r<  rP  r	  r	  r   r   r  )r	  r	  r.   r-   r0  r)   r   axin1r	  r	  r	  r    r    r!   test_zoom_inset  s6   
*




r	  zinset_polar.pngc                  C   sd   t  \} }|jg ddd}t|tsJ tddd}dtj | }||| ||| d S )N)r   r   r  r  Tr  r   r4   r  )	r#   r   r	  r   r   ra   ri   r   r   )r  r   axinsr	  r  r    r    r!   test_inset_polar  s   r	  c                  C   s0   t  \} }|jg ddd}t|tsJ d S )Nr   r   r   r   hammerr6  )r#   r   r	  r   r   r  r   r	  r    r    r!   test_inset_projection  s   r	  c                  C   s4   t  \} }|jg dtjd}t|tjsJ d S )Nr	  )r  )r#   r   r	  AAr   r   r	  r    r    r!   test_inset_subclass  rO	  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.
    r3   r4   rt   r   )r4   r4   r   r  r   r   N)	r#   r   ra   ri   r   rz  r{  r	  r  )r	  r	  r)   r
  r  r-   r  r	  
lower_left
upper_leftlower_rightupper_rightsign_xsign_yr    r    r!   test_indicate_inset_inverted  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 )
Nrg  )r   r   r  r  r   r  r   r   r  r  active)r#   r   r  r  ra   r  r  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)r  r  r  r  r  Fgư>r	  )r#   r   r  rI   rs	  r  rr	  _set_view_from_bboxra   r   r   r	  r	  r    r    r!   !test_spines_properbbox_after_zoom  s   r	  c                  C   sV  t  \} }d}d}|| |j|d |d d |d tjj|| dd tjj||	 dd |d	 d
}d}| }|	 }tj|d |d  d tj|d |d  d tjj||dd tj|| |d | }|	 }tj|d |d  d tj|d |d  d tjj||dd tjj||dd d S )Nr  r   )r   r4   r   r3   r  )r\  r\  r   r	  atol)r\  r\  r   )gB!Bؿg{?)g      ڿg     ?r   r   )r\  r\  r   r   )
r#   r   r  r  r	  ra   r   r   r   r   )r)   r   r   r   r5  new_ylimres_xlimres_ylimr    r    r!   test_limits_after_scroll_zoom  s0   



r	  c                  C   sH   t  \} }t|  |tjdd | j }tj	|
|jd d S )Nr3   r	  i  )r#   r   r   r	  ra   r  r  rr	  r   r   r	  r  )r)   r   rv	  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 )Nrt   r  r3  r?  r  )r3   r3   r3   r3   r3   r   r   r   )r   r+  ra   rb   r)	  r#   r5   )r  r  r-   r.   r7   r    r    r!   "test_scatter_series_non_zero_indexH  s
   
r	  c                   C   s"   t g g  t jg g g g d d S )N)r  r7   )r#   r5   r    r    r    r!   test_scatter_empty_dataQ  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   rt   r\  )gQ@r   r  )r  r   r   r   r   Fr   r  rb  rT  )rV  )r  r  r  r  r  )ra   r   r]  r   r#   r   r   r	  r  rR   r   rU   r  	transDatar-  r;  )r-   r.   r)   r   r	  r    r    r!   test_annotate_across_transformsW  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 )Nr3   r4   rr  T)r8  r  c                 S   8   t jdd d|  W  d    S 1 sw   Y  d S Nr  r  r3   ra   r  rf  r    r    r!   invertl     $z!test_secondary_xy.<locals>.invertr  r   r   	functionsr  c                 S   s   d|  S Nr4   r    rf  r    r    r!   rd  x      z#test_secondary_xy.<locals>.<lambda>c                 S   s   | d S r	
  r    rf  r    r    r!   rd  x  r

  rT  c                 S      | d S r	
  r    rf  r    r    r!   rd  y  r

  c                 S   r
  )Nr   r    rf  r    r    r!   rd  y  r

  r  )r#   r   r  r   ra   ri   secondary_xaxissecondary_yaxis)r)   r  r
  nnr   secaxr    r    r!   test_secondary_xyh  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 )	Nr4   r  r   c                 S   s   d|  S r  r    rf  r    r    r!   rd    r

  z%test_secondary_fail.<locals>.<lambda>r
  r=   rI   )
r#   r   r   ra   ri   r   r   r  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 )Nrr  r  r4   r  c                 S   r
  r
  r
  rf  r    r    r!   r
    r
  z%test_secondary_resize.<locals>.invertr9   r
  )r  r  r  )r#   r   r   ra   ri   r
  r  r  rX  r   r  r0  )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 )Nrr  r  r4   r  c                 S   r
  r
  r
  rf  r    r    r!   r
    r
  z'test_secondary_minorloc.<locals>.invertr9   r
  r  r  )r#   r   r   ra   ri   r
  r   _axisget_minor_locatorr   NullLocatorr  AutoMinorLocatorr  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  r9   )r#   r   r  r
  rR   r   r   ScalarFormatterr  r  r   r   r)   r   r
  r    r    r!   test_secondary_formatter  s   


r
  c                  C   s*   t  \} }|d}t|dksJ d S )Nr9   z<SecondaryAxis: >)r#   r   r
  r1   r
  r    r    r!   test_secondary_repr  s   
r
  zaxis_options.pngc               	   C   s   t dd\} }tdD ]J\}}|d|f dd |d|f | |d|f tjddd	d
d |d|f dd |d|f | |d|f tjddd	d
d qd S )Nr4   r   )scaledr  imager   r  )r3   g	@)r   r   r   r  r  r  r3   )r3   g      @)r3   r   )r   r  rD  )r#   r   r  r   r  r(  r  r  )r)   rT  r1  optionr    r    r!   test_axis_options  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
    rU  r.   r  Nr   )r  ri  r#  r"  r!  r   r  )rI   r9   rJ   r=   r   r   rr  r4   r  r3   )r  r  rr	  r  rR   rU   r	  r  r	  r  r  r  ri  r(  r  rs	  )r)   r   rv	  bbaxisr
  axxr	  axisrbbspinesr   spinerr	  bbaxr	  bbtbr    r    r!   color_boxes  sP   







r(
  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\  r  r  r  r8  )g     ^@g8R@g     @g     @@)g8`U@gX@g     J@g     @r4   )decimal     b@-]@     @F8&@r.
  g     @r0
  r  r.
  Nё\]@r1
        @gR!@r4
  r1
  r5
  r.
  g]@r0
  r5
  )g+e`U@gbhR@g{G@g{Gȏ@)r
   r#   r   r  r  rX  r(
  r  r  Bboxfrom_boundsr   r	  r  transformedtransFigurers	  )r)   r   r!
  r$
  r&
  r'
  r	  r
  r  targetbbaxbbr    r    r!   test_normal_axes  s8   

r>
  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 )Nr)
  Fr\  r*
  r+
  xticklabelsyticklabelsr-
  r2
  r3
  r6
  r  r	  r7
  )r.
        ^@r0
  r5
  )r
   r#   r   r  r  r   r(
  r  r  r8
  r9
  r   r	  )
r)   r   r!
  r$
  r&
  r'
  r
  r  r	  r<
  r    r    r!   test_nodecorator%  s,   
rC
  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 )Nr)
  Fr\  r*
  r+
  r?
  )rT  r  )r.
        8@r0
  gs~8&@r2
  r3
  r6
  r  r	  r7
  )r.
  rD
  r0
  g     @)r
   r#   r   r   r  rI   r  r  r  r(
  r  r  r8
  r9
  r   r	  )
r)   r   r!
  r$
  r&
  r'
  targetsr	  bbspiner<
  r    r    r!   test_displaced_spineC  s*   
rG
  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.
  rB
  r0
  +e8&@)r.
  rB
  r1
  r5
  )r.
  gZӼ8[@r0
  88&@)g r\a@r  r1
  r5
  )r.
  gqq\@r0
  rI
  )g88b@r/
  r1
  r5
  )r  r7  inoutr)
  Fr\  r*
  r+
  r8  r   r4   r  r	  N)r  r
   r#   r   r  r  r  r(
  r  r8
  r9
  r   r	  )rE
  dnumdirsr)   r   r!
  r$
  r&
  r'
  r
  r   r<
  r    r    r!   test_tickdirs^  s2   
rM
  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 )Nr)
  Fr\  r*
  r+
  r   r7  )r  r  )r.
  g88[@r0
  rI
  )gCiq\a@r4
  rH
  r5
  r4   r  r	  r  r   r  )r.
  gPUUUUUB@r0
  gVUUUUT@)gz6P@rB
  goTT@r5
  )r
   r#   r   r  r  r  r(
  r   r  r8
  r9
  r   r	  r  )	r)   r   r!
  r$
  r&
  r'
  rE
  rn  r<
  r    r    r!   test_minor_accountedfort  s>   


"rN
  c                 C   sR   |  dd | dd |  d}|d |d | dd d S )NrK  Fr	  rL  Ton)r   r  r   r    r    r!   test_axis_bool_arguments  s   


rP
  c                  C   sr   t  \} }d}d}d}d}|||||g}t|||||fks#J ||f| ks-J ||f| ks7J d S )Nr   rt   r   r2  r#   r   r  r	  r   r   r)   r   r_   r`   r  r  rV  r    r    r!   test_axis_extent_arg  s   rS
  c                  C   sr   t  \} }d}d}d}d}|j||||d}t|||||fks#J ||f| ks-J ||f| ks7J d S )Nr   rt   r   r2  )r_   r`   r  r  rQ
  rR
  r    r    r!   test_axis_extent_arg2  s   rT
  c                  C   sD   t jg dg dgdd\} }} |d dksJ |d dks J d S )	NrU  )r   r  r   r  r8  rY  r   r3   r   r  )r#   r/  r  rZ  r    r    r!   test_hist_auto_bins  s    rV
  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 )Nr4   rU  r  r3  )r#   r   ra   r  r/  r  r   r   )
r)   r
  r  r  nan_datarZ  r  r  nanbinsnanedgesr    r    r!   test_hist_nan_data  s   rZ
  c                  C   sD   t jtjddddd\} }} |d dksJ |d dks J d S )	Nrt   r8  r  T)r   rW  r   r   r3   )r#   r/  ra   rb   ru   rU
  r    r    r!   test_hist_range_and_density  s
   r[
  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 )NrU  r   r   )r-   ri  r  rv  r  )r#   r   r  r  r~  r)  r  )
r)   r   r-   barcont	data_linecaplinesbarlinecolsr  capline
barlinecolr    r    r!   test_bar_errbar_zorder  s   
rb
  c                  C   sR   t  \} }|  |ddg | dksJ |dg | dks'J d S )Nr   rU  rb  r   r"  )r#   r   rz  r  r   r(   r    r    r!   test_set_ticks_inverted  s   rc
  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  r  r  rT  r  rQ  logit)F]tE?g'^P?r3   r  r  r   rh  r   r   r  r   r4   )r#   r   r   r   r   r>  r;
  transform_bboxr  ri  r  r   approx)r)   r   r   r    r    r!   $test_aspect_nonlinear_adjustable_box  s   
ri
  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  r  r	  r  rT  r  )r3   r   rd
  )gbeF?re
  r3   r  rf
  r   gS[:XL	@g'In?@)r#   r   r=  r   r   r>  r	  r   r   rh
  r   r(   r    r    r!   (test_aspect_nonlinear_adjustable_datalim   s   
rj
  c                  C   s   t  \} }| }|ddg |d | dksJ t  \}}|d |ddgddg |jd	d
d | j	  |j	  |
 }|
 }|
 }t|j|j t|j|j d S )Nr  iX  r3   r   r   r4   r  r3  rf  r  r  )r#   r   r  r   set_box_aspectget_box_aspectr>  r  r  r  r  r   r0  )rB  r
  axtwinrC  r  bb1bbtr	  r    r    r!   test_box_aspect  s    



rp
  c                  C   s   t  \} }|g d | j  |d t  \}}|d |j  |g d | j  |j  | }| }t|j|j d S )N)r   r   r  r   r   )	r#   r   r  r  r  rk
  r  r   r0  )rB  r
  rC  r  rn
  r	  r    r    r!   test_box_aspect_custom_position*  s   





rq
  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 )Nr4   r   r3   )r  T)r9  r  r   )r#   r   r;  r  r  rr	  r  rs	  r  r  ri  r   )r)   r  rv	  rL  r   r	  r    r    r!   test_bbox_aspect_axes_initA  s   




rr
  c                  C   s   t  \} }tjtdd |d W d    n1 sw   Y  tjtdd |d W d    n1 s9w   Y  tjtdd |tj W d    n1 sVw   Y  tjtdd |tj  W d    d S 1 suw   Y  d S )Nzmust be finite and positiver\  r   r   )r#   r   r   r   r  r  ra   rR  r(   r    r    r!   test_set_aspect_negativeP  s   "rs
  c                  C   s4   t dd\} }|g d | j  |  d S )Nr3   rU  )r#   r   r   r  r  redraw_in_framer(   r    r    r!   test_redraw_in_frame\  s   
ru
  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   r  inaxesr   r(   r    r    r!   test_invisible_axes_eventsc  s   
rw
  c                  C   <   dt jd< t  } | j }|D ]}|j dksJ qd S Nr  zlines.markeredgecolor)r#   r   rT  rR   get_major_ticksrA	  get_markeredgecolorr   r  r  r    r    r!   "test_xtickcolor_is_not_markercolork     

r}
  c                  C   rx
  ry
  )r#   r   rT  rU   rz
  rA	  r{
  r|
  r    r    r!   "test_ytickcolor_is_not_markercolors  r~
  r
  r  r8  )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   r  r   get_autoscale_onr  limget_r	  )r8  )
r#   r   ra   ri   r   r5   r%  r  r  r   )
r  r8  r)   r   r-   r.   r  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  r6  r   r4   r3   r   e   )r   r   ra   r   get_path_interpolation_stepsr   )r   r   rQ  r    r    r!   )test_polar_interpolation_steps_variable_r  s
   $
r
  c                  C   s6   t  \} }|dd | j  | dksJ d S )Nr   g&.>)r   g	>)r#   r   r  r  r  r   r(   r    r    r!   test_autoscale_tiny_sticky  s   
r
  c                  C   X   dt jd< dt jd< t  } | j }|D ]}|j dks J |j dks)J qd S )Nrd  zxtick.colorr   zxtick.labelcolor)r#   r   rT  rR   rz
  rA	  rc  rG  r|
  r    r    r!   &test_xtickcolor_is_not_xticklabelcolor     


r
  c                  C   r
  )Nrd  zytick.colorr   zytick.labelcolor)r#   r   rT  rU   rz
  rA	  rc  rG  r|
  r    r    r!   &test_ytickcolor_is_not_yticklabelcolor  r
  r
  r@  c                 C   s   g | ]}|d ur|qS r  r    )r   r@  r    r    r!   r     s    r   )r3  rt   r  c                 C   st   | t jd< | t jd< t \}}|j  tddg|j|jgD ]\}}|	 D ]}|j
 ||ks6J q(q d S )Nzxtick.labelsizezytick.labelsizer-   r.   )r   r   r#   r   r  r  r  rR   rU   rz
  rG  ru  _get_tick_label_size)r@  r)   r   namer  r  r    r    r!   test_relative_ticklabel_sizes  s   


r
  c                  C   s\   t  } | jdddd\}}|g dg d |dd | }t|d	d
gs,J d S )Nr4   r3   rP  r  r  )r4   r   r4   r   ry  r   r   r	  )r#   r   r   r5   rO  r   ra   r  )r)   r
  r  r   r    r    r!   test_multiplot_autoscale  s   r
  c                  C   sX   t  } | d}| jg d|d}| }| jdd |  | k s*J d S )Nr!  )rT  rT  r   r   r  r   rJ   )r#   r   r   r=  r  r&  r	  rP  )r)   rZ  r
  init_posr    r    r!   $test_sharing_does_not_link_positions  s   
 r
  c                 C   s  t g d}| d}|d jddgddg|dd tjdd	 |d jddgddg|dd W d    n1 s?w   Y  |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   r3   r4   r   r  r  r\  r   rt   r
  r  r"  )ra   r<  r   r   r   r   r}  r5   r2  r/  ri   r  )r   r   r   r  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 )Nr  r4   r  Tr"  )ra   ri   r   r   r   r  r   ry  )r   r   r-   r.   r  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 )	Nr4   rP  r"  r   zo-rN  )r  r   r3   r   )r  r   r4   r  )r#   r   r  r   r  r   r  r   r  r    r    r!   test_shared_axes_retick  s   


r
  r@   )rJ   rQ   r=   c                 C   sD   t  }| }|jdd| d |jd |j  | ks J d S )Ntestr3   r?   r=   )r   r   r%   rU   set_label_positionrS   rq  )r@   r)   r   r    r    r!   test_ylabel_ha_with_position  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 )	Nr3   r4   r   r   rQ   rI   r9   r#   rO  r  	bar_labelr  rq  rr  r   r  heightsr  r  r    r    r!    test_bar_label_location_vertical     
r
  c                  C   s   t  } |   ddgddg}}| ||}| |}|d j|d |d fks+J |d  dks5J |d  dks?J |d j|d |d fksNJ |d  dksXJ |d  dksbJ d S )	Nr3   r4   r   r
  r   rQ   r9   rI   )r#   rO  r{  r  r
  r  rq  rr  r
  r    r    r!   *test_bar_label_location_vertical_yinverted     
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 	Nr3   r4   r   r
  r   rJ   rQ   r=   r#   rO  r  r
  r  rq  rr  r   r  r  r  r  r    r    r!   "test_bar_label_location_horizontal)  r
  r
  c                  C      t  } |   ddgddg}}| ||}| |}|d j|d |d fks+J |d  dks5J |d  dks?J |d j|d |d fksNJ |d  dksXJ |d  dksbJ d S r
  )r#   rO  r{  r  r
  r  rq  rr  r
  r    r    r!   ,test_bar_label_location_horizontal_yinverted6  r
  r
  c                  C   r
  	Nr3   r4   r   r
  r   r=   rQ   rJ   )r#   rO  rz  r  r
  r  rq  rr  r
  r    r    r!   ,test_bar_label_location_horizontal_xinvertedD  r
  r
  c                  C   s   t  } |   |   ddgddg}}| ||}| |}|d j|d |d fks/J |d  dks9J |d  dksCJ |d j|d |d fksRJ |d  dks\J |d  dksfJ d S r
  )	r#   rO  rz  r{  r  r
  r  rq  rr  r
  r    r    r!   -test_bar_label_location_horizontal_xyinvertedR  s   
r
  c                  C   s   t  } ddgddg}}| ||}| j|dd}|d jdks#J |d  dks-J |d  dks7J |d jdks@J |d  dksJJ |d  dksTJ d S )	Nr3   r4   r   r
  rQ   
label_typer   rV  r
  r
  r    r    r!   test_bar_label_location_centera  s   r
  z%test_centered_bar_label_nonlinear.svgc                  C   sP   t  \} }|g dg d}|d |dd  |j|dd |  d S )N)r7   r  r   )rR  i  iX  r  r3   rQ   r
  )r#   r   r  r  r  r
  r  )r  r   r%  r    r    r!   !test_centered_bar_label_nonlinearn  s   
r
  c                  C   sl   t  \} }d}tg dg dD ]\}}|jd|||d}|j|dd ||7 }q|d d |   d S )	Nr   r  )rt   r2  r  r*  )r+   rJ   rQ   r
  r2  )r#   r   r  r  r
  r  r  )r)   r   lastr+   r  r%  r    r    r!   +test_centered_bar_label_label_beyond_limitsx  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 )
Nr3   r4   r   r
  r  r   rQ   rI   r9   r
  r
  r    r    r!   !test_bar_label_location_errorbars  s   
""r
  r   ro  z{:.2f}c                 C   sV   t  }|ddgddg}|j|| d}|d  dksJ |d  dks)J d S )	Nr3   r4   r   r
  r  r   z3.00z-4.00r#   rO  r  r
  rH  )r   r   r  r  r    r    r!   test_bar_label_fmt  s
   r
  c                  C   s^   t  } | ddgddg}tjtdd | j|dd}W d    d S 1 s(w   Y  d S )	Nr3   r4   r   r
  zstr or callabler\  rt   r  )r#   rO  r  r   r   r   r
  )r   r  r  r    r    r!   test_bar_label_fmt_error  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 )	Nr3   r4   r   r
  r   r!  r  r   r
  )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 )Nr4   r   r3   c                 S   r$  r    r7  r   rQ  r    r    r!   r     r  z,test_bar_label_nan_ydata.<locals>.<listcomp>r   1r   r	  rI   )r#   rO  r  ra   r  r
  r  rr  r   r#  r  r    r    r!   test_bar_label_nan_ydata  s   
r
  c                  C   st   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s8J d S )Nr4   r   r3   c                 S   r$  r    r7  r
  r    r    r!   r     r  z5test_bar_label_nan_ydata_inverted.<locals>.<listcomp>r   r
  r   r	  rI   )	r#   rO  rQ  r  ra   r  r
  r  rr  r
  r    r    r!   !test_bar_label_nan_ydata_inverted  s   
r
  c                  C   s6  t  \} }|jg dtjddgg dd}||}dd |D g dks(J t| d	s2J t  \} }|jg dg d
dtjdgd}||}dd |D g dksZJ t| dsdJ t  \} }|jg dtjddgtjtjdgd}||}dd |D g dksJ t| d	sJ d S )NrU  r3   r4   r  r
  c                 S   r$  r    r7  r
  r    r    r!   r     r  z&test_nan_barlabels.<locals>.<listcomp>)r   r
  2)r  rg  r4  r   rT  c                 S   r$  r    r7  r
  r    r    r!   r     r  )r  r
  r
  )r  rg  c                 S   r$  r    r7  r
  r    r    r!   r     r  )r#   r   r  ra   r  r
  r  r   )r)   r   r#  r  r    r    r!   test_nan_barlabels  s    
 
&
r
  c               	   C   sr   t  \} }|tjd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   r   r*  r  r  r   r  gffffff?r   r  r4   gr  r  )r#   r   r  r  Wedgera   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/edgecolorsr\  r   r{  r  r	  r  )r}   r  r!  r"  )r   r}  r  r#   r5   r    r    r    r!    test_warn_ignored_scatter_kwargs  s
   "r
  c                     sR  t  \}   fddtdD } tdtd} td} t	
ddd} ddd}t j|gks@J t j|gksJJ t j|ksSJ t j|gks]J  jrbJ t j|gkslJ  jd |d u swJ  jd	 |d	 u sJ tjtd
d  jt|d   W d    n1 sw   Y   jg d g |dddksJ g d j dddg|ksJ  jd g |dddR ksJ d j dddg|R ksJ |   jrJ |   jrJ |   jrJ  jrJ |   jrJ  jD ]}|  qt jdks'J d S )Nc              	      s&   g | ]}  t||d  d qS )r   r   )r   ra   ri   r  r  r    r!   r     s   & z(test_artist_sublists.<locals>.<listcomp>r  r   )r   r   rN  r   r  r   zout of ranger\  r3   rU  r4   r   )r#   r   r   r5   ra   ri   r   r:  r  r  r	  r	  r  r  imagesr~  r)  tablesrv  r   r   
IndexErrorr  rU  )r)   r~  r*  r  r  r	  rM	  r    r  r!   test_artist_sublists  sB   
& $


r
  c                  C   sh   t d} t d}t \}}|| |}t|dksJ t \}}|g g }t|dks2J d S )Nrt   )rt   r   r   r3   )ra   r   r#   r   r   r  )r-   r.   r  r   r  r    r    r!   test_empty_line_plots   s   

r
  z
fmt, match))r  z?'f' is not a valid format string \(unrecognized character 'f'\))zo+z9'o\+' is not a valid format string \(two marker symbols\))z:-z;':-' is not a valid format string \(two linestyle symbols\))rkz7'rk' is not a valid format string \(two color symbols\))z:o-rz=':o-r' is not a valid format string \(two linestyle symbols\)stringc                 C   sl   t  \}}|d ur|dd}tjtd| d d |jd| |d W d    d S 1 s/w   Y  d S )Nnotzneither a data key norz\Az\Zr\  r
  r  )r#   r   replacer   r   r  r   )r   r]  r  r)   r   r    r    r!   test_plot_format_errors   s   	"r
  c                  C   sp  t  \} }|g dd}|d  dksJ |d  dks"J t  \} }|g dd}|d  dks:J t  \} }|ddgddgdd}| j  |d  dks[J | d  dksgJ t  \} }|ddgddgdd}| j  |d  dksJ | d  dksJ t  \} }|g dd	}|d  d
ksJ |d  dksJ d S )NrU  z1.0r   )r   r   r   r   r~  r
  r3   r4   k3r   r  )	r#   r   r   rc  r  r  r  r  rH  r  r    r    r!   test_plot_format.   s*   

r
  c                  C   s   t  \} }|jddddid | }| j  | d  dks%J | d  dks1J t  \} }|jdddddid | }| j  | d  dksWJ |	 d  dkscJ | d  dksoJ d S )Nr   r  r  r4   r  r   r7   )
r#   r   r   rC   r  r  	get_textsrH  r  r*  )r)   r   legr    r    r!   test_automatic_legendF   s   

r
  c                   C   s`  t jtdd tjg ddd W d    n1 sw   Y  t jtdd tjg dg dg dg ddd	gd
 W d    n1 sFw   Y  t jtdd tg ddg W d    n1 sfw   Y  t jtdd ttd W d    n1 sw   Y  t jtdd tjddddddid W d    d S 1 sw   Y  d S )Nz"plot\(\) got an unexpected keywordr\  rU  r3   rf  zplot\(\) with multiple groupsr  r
  r
  rw  zx and y must have same firstzx and y can be no greater than)r4   r4   r4   zUsing arbitrary long args withr   r  r7   r  r4   r  )r   r   r   r#   r   r  ra   r   r    r    r    r!   test_plot_errorsW   s   *"r
  c               	   C   s   t   } t| jtdtdtddt| jddgddggt| jddgddggt| jddgddggt| j	ddgddggfD ]}d}||dj
}|j|jf|ksVJ qBd S )Nr   r  r   r3   r4   )r  r3  )clim)r#   r   r   r   r5   r   r   r  r  r  r  ru  rv  )r   plot_methodr
  r  r    r    r!   	test_climd   s   r
  c                  C   s   ddgddgddgddgg} t jjt jjt jjt jjg}t | |}t \}}|t	| |
  | d dks>J d S )Nr   r   r3   r  )mpathr'  r+  CURVE3	CLOSEPOLYr#   r   r  r  r*  rS  r   )r  codesr   r)   r   r    r    r!   test_bezier_autoscaler   s   r
  c                  C   s  t 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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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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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/d0gd1d0gd1d2gd3d2gd3d4gd5d4gd5d2gd6d2gd6d4gd.d4gd.d7gd8d7gd8d0gd9d0gd9d: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dAd@gdAd gdBd gdBdgdCdgdCdgdDdgdDdEgdFdEgdFdGgdHdGgdHdgdIdgdIdgdJdgdJdgdKdgdKdgdLdgdLdgdMdgdMdgdNdgdNdgdOdgdOdgdPdgdPdgdQdgdQdgdRdgdRdgdSdgdSdgdTdgdTdgdUdgdUdgdVdgdVdgdWdgdWdgdXdgdXdg} t | d d dYf }t | d d dZf }t | d d dYf }t | d d dZf }t| }t \}}|t	
| |  | dY |kscJ | dZ |ksnJ | dY |ksyJ | dZ |ksJ d S )[Ngr  g)\(gQgzGg=
ףp=gg(\gRQgGzg
ףp=
ggQg=
ףp=g(\
gGz	r  gffffffgQgףp=
rN  g(\g{Gz?gHzGg      r%  gQ g{Gz?gzGr   gRQr  g(\gQ?g333333g(\?gr  g=
ףp=g)\(?g\(\rD  g=
ףp=gHzG?gQg(\?r  r   g(\տg{Gz?g
ףp=
ǿr  g{Gzgp=
ף?gףp=
?r  gQ?gQ?p=
ף?g(\?gq=
ףp?r  g(\?r  gQ?gGz?g=
ףp=?gffffff @r  gGz@r  g(\@g=
ףp=@gQ@g@gGz@g\(\	@gp=
ף
@gQ@g333333@g{Gz@g(\@gQ@g)\(@g@gq=
ףp@gGz@gQ@r   r3   )ra   r<  r  r  r
  r'  r#   r   r  r  r*  rS  r   r   )r  minxminymaxxmaxyr   r)   r   r    r    r!   test_small_autoscale   s*  				



!
r
  c                  C   sb   t  \} }|td tdD ]}| |  | ks!J | |  | ks.J qd S )Nrt   )	r#   r   r   ra   ri   r   r*  rH  r  )r)   r   r  r    r    r!   test_get_xticklabel   s   r
  c                  C   s   t jdtd} t g d}t dgd }t j| d< t \}}|j| ||d}|j| ||d}||fD ]2}|^}}	t 	|j
  sFJ t 	| sOJ |	D ]}
t 	|
j
 s]J t 	|
 sfJ qQq5d S )Nr   r  )r   r   r   r
  r   rM  r
  )ra   ri   r  r<  r  r#   r   r  r  isfiniter  any	get_widthrP  )barx
barheights	barstartsr)   r   r#  hbarsbar_setnanfulrestr  r    r    r!   test_bar_leading_nan   s    
r
  c                 C   sh   t jd |  }| }|tjgtjg |dgdg |dgdg  |dgdg d S )Nr   r3   )r   r   r   r   r  ra   r  rU  r  r    r    r!   test_bar_all_nan   s   r
  zextent_units.pngc                  C   s  t dd\} }tdd}tdd}dd tdD }|d d	 |d j|d
dd||gtjd d}|d d |d j|d
||ddgtjd d}|d j	
td |d j|d
||||gtjd d}|d j	
td |d jdd |d j|d
tjd d}|||||g |d j	
td |d jdd tjtdd |jdd||gdd W d    d S 1 sw   Y  d S )Nr4   z
2020-01-01r  z
2020-01-11c                    s"   g | ]  fd dt dD qS )c                    s   g | ]}|  qS r    r    r  r^  r    r!   r      r  z0test_extent_units.<locals>.<listcomp>.<listcomp>rt   )r   )r   r    r
  r!   r      r  z%test_extent_units.<locals>.<listcomp>rt   rN  zDate extents on y axisr|   r3   r  plasma)r~   rV  r   r  z(Date extents on x axis (Day of Jan 2020)z%drb  zDay of Jan 2020)r  r,  )r~   r   z set_extent\(\) got an unexpectedr\  r  F)rA  )r#   r   ra   r  r   r0   r   r   r  rR   r   r  DateFormatterr   
set_extentr   r   r   )r  r  
date_first	date_lastarrr  r    r    r!   test_extent_units   s@   

"r
  c                  C   s   t  \} }|g g g g }|dgg}||g D ]}|j|u s#J |j| u s*J q|  ||g D ]}|jd u s=J |jd u sDJ q4d S r  )r#   r   r   r   rT  r   ry  )r)   r   r~  rY  artr    r    r!   %test_cla_clears_children_axes_and_fig!  s   r
  c                  C   s\   dd } d}t jt|d d}tjjj|d i d| d W d    d S 1 s'w   Y  d S )Nc                   S   r   r  r    r    r    r    r!   r  !  r   z5test_scatter_color_repr_error.<locals>.get_next_colorzZ'c' argument must be a color, a sequence of colors, or a sequence of numbers, not 'red\\n'r\  zred
r4   r5  )r   r   r  r   rT  r   r  )r  msgr7   r    r    r!   test_scatter_color_repr_error!  s   
"r
  c                  C   sh   t  \} }|d |jtdddd\}t }| j|dd W d    d S 1 s-w   Y  d S )Nr   Tr3   )r  r  r   )r=  )r#   r   set_rasterization_zorderr   r   r?  r@  rA  )r)   r   rM	  r  r    r    r!   &test_zorder_and_explicit_rasterization&!  s   

"r  c                  C   sf   dt jd< dt jd< dt jd< t } | jj dksJ | jj dks'J | jj dks1J d S )Nr  zaxes.labelcolorr2  zaxes.labelsizer  zaxes.labelweight)	r   r   r#   rT  rR   r+   rc  get_fontsizeget_fontweightr  r    r    r!   test_rc_axes_label_formatting.!  s   


r  r	
  (u  r  r  r   r  r,
  r   	functoolsr   r  r?  	itertoolsr   platformrR  r   dateutil.tzr  numpyra   r   r	   r   rO   r   r
   matplotlib._apir   matplotlib.colorsr  r  matplotlib.datesr  r  matplotlib.figurer   matplotlib.axesr   matplotlib.font_managerfont_managermfont_managermatplotlib.markersrA  rp  matplotlib.patchesr)  r  matplotlib.pathr&  r
  matplotlib.projections.geor   matplotlib.projections.polarr   matplotlib.pyplotpyplotr#   matplotlib.textr	  r  matplotlib.tickertickerr   matplotlib.transforms
transformsr  mpl_toolkits.axisartist
axisartistr	  numpy.testingr   r   r   matplotlib.testing.decoratorsr   r   r   r"   r*   r2   rH   rN   rP   rV   rr   ry   r   r   r   r   r   r   r  r  r'  r(  r2  rA  rJ  r[  r  r  r  r  r   r)  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r!  r+  r0  r?  rK  rP  rX  r[  rd  rp  rt  rx  r}  r  r  r  machiner  r  r  r:  ri   r  r  r  r  r  r  r  r  r  r  r  r  r1  r2  r;  rE  rJ  rN  rP  rQ  rS  rW  ra  rn  rt  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,  r1  r6  r:  r=  rG  rH  rU  rY  r_  ra  r  rg  rk  Patchr  r~  r  rm  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r+  r,  r<  r0  r;  r4  r6  r?  rD  rP  rS  rT  r[  re  ru  rw  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  r  r  r  r  r  r!  r#  r%  r&  r)  r+  r-  r2  r6  r:  rC  rS  ra  re  rj  rm  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.  r0  r7  r9  r<  r?  rB  rD  rG  rL  rN  rS  rW  rY  rZ  rl  rq  rz  r{  r  rc  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  rK  rk   rG  rO  r  r  r  r  r!  r$  r   r  r	  r'  r.  r1  r5  r9  rM  rS  r\  r^  ra  rd  rg  ri  rx  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
  	AxesImager   PcolorImagerb   QuadMeshr   ru   r  r  r  r  r  r  r  r  r  r  r  r  r  fixturer		  r	  r	  r	  r	  r	  r	  r	  r	  r 	  r#	  r%	  r*	  r-	  r1	  r2	  r?	  rC	  rE	  rI	  rL	  rN	  rQ	  rb	  re	  ri	  ro	  rz	  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
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