kfi*dZdZddlmZddlmZmZmZm Z m Z m Z m Z m Z mZmZmZmZmZmZmZddlTddlmZddlmZmZmZmZmZmZmZm Z ddl!m"Z"m#Z#dd l$m%Z%m&Z&m'Z'm(Z(dd l)m*Z*dd l+m,Z,dd l-m.Z.dd l/m0Z0dNdZ1dNdZ2dNdZ3dZ4GddZ5GddZ6GddZ7GddZ8Gdde"Z9Gdde&Z:Gdd e9Z;d!ZGd%d&e>Z?Gd'd(e>e;Z@Gd)d*e?e;ZAGd+d,ZBd-ZCGd.d/e9ZDGd0d1e>eDZEgd2ZFgd3ZGd4ZHGd5d6eZIeIZJd7ZKGd8d9eEZLGd:d;e?eDZMGd<d=ZNGd>d?eNeEZOGd@dAeMZPGdBdCeDZQGdDdEeBZRGdFdGeBZSGdHdIZTGdJdKeQeTeEZUGdLdMeQeTeMZVdS)Oz3.3.0aCollection of axes for charts. The current collection comprises axes for charts using cartesian coordinate systems. All axes might have tick marks and labels. There are two dichotomies for axes: one of X and Y flavours and another of category and value flavours. Category axes have an ordering but no metric. They are divided into a number of equal-sized buckets. Their tick marks or labels, if available, go BETWEEN the buckets, and the labels are placed below to/left of the X/Y-axis, respectively. Value axes have an ordering AND metric. 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A C   d r1ct||dkr|j|_dS|dkr|j|jz|_dS|dkr|||_dS|dkr ||_dSdS)!Join with y-axis using some mode.rlrjrrNrrlrrirZyAxisrposs r/ joinToAxiszXCategoryAxis.joinToAxissU 8  hDGGG U]]h.DGGG W__kk#&&DGGG X  DGGG r1c|j}|rG|j}|dvr|||dS|dvr!||||jdSdSdS)Nrlrjrrrrrr}rurrOrZjajams r/ _joinToAxiszXCategoryAxis._joinToAxis ]  D#C'''-----+++$2BCCCCC  D D,+r1c\|j|jz|||jzzS)z'returns the x position in drawing units)rkrarrrs r/rzXCategoryAxis.loScales)w#dkk#&6&6t~&EEEr1cJt}||js|St|j|jz |j|j|jz|jz|j}|j |_ |j |_ |j |_ | ||Sr) rrr3rrkrdrlrrfrrrrrZrrms r/rzXCategoryAxis.makeAxis GG )DGDK'$'DL2H2TVZV]^^++#3 d r1ct}|js|S|j}|%|j}t |}|j}|j}|}|j}|j dkr|j nd} t|D]} |r || z dz } n| } | |kr| |z } | |j vr|j | } n |j | } | r"| j } | | x}| _ |dkr| dz} nd} | j}|| |z|zz}| ||| z| || pd|| |SNrZrMr)rr7rMrtr>rQrrrkrWrrrKrr' setOriginsetTextr)rZrrMcatCountrrQrrlrkpmvriclabel_dyrQlpfr,s r/rzXCategoryAxis.makeTickLabelss GG!+!8*  $~HM""A#4 ~H##%%BB#19<<$))$C8__  #(1*Q,RRbq55(jDK'' K.EE KNE(C%(W,A ssC2ICC(!C%8++"S&))) mB/52666e r1rlNrqrrrsrtr-r1r.rr r/rr\rrrrrrr*r1r/rrs wLh+---<-///#|EE(E7Hd$S$S\^^^    HJ       DDDFFF   $$$$$r1rc eZdZdZeeeedeedeeddZ dZ d Z d Z dd Z dZdZdZdZd S) YCategoryAxiszY/category axisTick length left of the axis.r$Tick length right of the axis.leftrightrrNIMode used for connecting axis ('left', 'right', 'value', 'points', None).)r&rrrurMct|d|j_d|j_d|_d|_dS)Nr6rrr)r1r\rKrdxrrrws r/r\zYCategoryAxis.__init__s=d### #   r1c|ddd|dggd|_d|j_d|jd_d |jd_t d d }|||S) NrqrP)rrr)rrrr6rr=rrrrrrs r/rzYCategoryAxis.demo&s R$$$  |$$$222 # #& A ! A C   d r1rNct||dkr|jdz|_dS|dkr|j|jzdz|_dS|dkr||dz|_dS|dkr |dz|_dSdSz!Join with x-axis using some mode.r?rrrNrrkrrirZxAxisrrs r/rzYCategoryAxis.joinToAxis3s U 6>>hnDGGG W__x%-/36DGGG W__kk#&&,DGGG X  CiDGGG r1c|j}|rG|j}|dvr|||dS|dvr!||||jdSdSdSN)rrrrrrrs r/rzYCategoryAxis._joinToAxis@rr1cL|j|||jzzS)z'Returns the y position in drawing units)rlrrrs r/rzYCategoryAxis.loScaleIs"wS))$.888r1cJt}||js|St|j|j|jz |j|j|jz|jz}|j |_ |j |_ |j |_ | ||Sr) rrr3rrkrlrdrrfrrrrrs r/rzYCategoryAxis.makeAxisMs GG )DGTWT[0$'47T\;QRVR];]^^++#3 d r1ct}|js|S|j}|,|j}t |}|j}|j}|j}|}|j } |j dkr|j nd} t|D]} |r || z dz } n| } | |kr| |z } | |jvr|j| } n |j| } | j }| | |z|zz}| r"| j}| | x}| _ |dkr|dz}nd}| ||z|| || pd|| |Sr)rr7rMrtr>rQrrKrrlrWrrr'rrrr)rZrrMrrrQrrKrkrlrrrr r rd_dxrQs r/rzYCategoryAxis.makeTickLabelsZs GG!+!8*  $~HM""A#4 ~H[F##%%BB#19<<$))$C8__  #(1*Q,RRbq55(jDK'' K.EE KNE(!C%8++(C%(W,A ssC2ICC3*** mB/52666e r1rNr r*r1r/rrswL<0222 L1333#|EE*T$U$U\^^^    HJ        DDD999   $$$$$r1rceZdZdZdZdS) TickLabellerztAbstract base class which may be used to indicate a change in the call signature for callable label formats cdS)NzAbstract class instance calledr*)rZrmrs r/rozTickLabeller.__call__s//r1Nrqrrrsrtror*r1r/r)r)s-00000r1r)c d|zS)Nz%.12gr*rcs r/r0r0s 7Q;r1c eZdZdZedideeeedfddeeddeed d eed d eed deeddee ddee ddee ddeedddddeedddddee ddee d d!ee d"d#ee d$d%eedddd&d'eedddd(d)ee d*d+ee d,d-ee d.d/eed0d1ee d2d3ee d4d5ed6d7d8eed9d:d;d<d=ed6d>d?ed6d@dAee dBdCee dDdEee dFdGee dHdIee dJdKeee e e dddLfdMdNeee e e dddLfdOdPeeeee edddLfdQdReedSdTdUdVdWdXee dYdZeed[d\d]d^d_eedSd`dadTdbdcee dddeee dfdgee dhdieed9d:d;djdkeedldmed6dndoee dpdqee drdsee dtduee dvdwee dxdyeedzd{eed|d}ee d d~ee d"dee d$deedddd&deedddd(dee d*dee d,dee d.dee ddee ddee ddee ddeeddeedSddTdddee ddeeddee dZdZdZdZdZifdZdZdZdZdZdZdZdZdZdZdZdZ dZ!dZ"dZ#d6S) ValueAxisz(Abstract value axis, unusable in itself. forceZeronearzEnsure zero in range if true.r$rr2r3r4r7r8r5r6rr9rr:rr;rr<rrrMr=r>rr?rr@rrArrBrrCrrDrrErrFrrGrrHrIrJminimumTickSpacingz)Minimum value for distance between ticks. maximumTickszMaximum number of ticks.rKNrLrWrXrYrmr[labelTextFormatz3Formatting string or function used for axis labels.labelTextPostFormatzExtra Formatting string.labelTextScalezScaling for label tick values.valueMinzMinimum value on axis.valueMaxzMaximum value on axis. valueStepzStep size used between ticks. valueStepsz&List of step sizes used between ticks.avoidBoundFracemptyOKrrz.Fraction of interval to allow above and below.avoidBoundSpacezSpace to allow above and below.abf_ignore_zerozMSet to True to make the avoidBoundFrac calculations treat zero as non-special rangeRoundrirkceilingfloorzHow to round the axis limits zrangePrefz!Zero range axis limit preference.rSnormalrUrVzHow values are plotted!skipEndLr{r|zSkip high/low tick labels origShiftIPC"Lowest label shift interval ratio. origShiftMinMinimum amount to shift.origShiftSpecialValuezspecial value for shiftrz$Like joinAxisMode, but for the ticksrQrRrrcrdrerfrgrzNumber of axis sub ticks, if >0rzsub tick down or leftrzsub tick up or rightrz Display axis sub ticks, if true.rzDisplay axis sub grid, if true.rrrrrrrrr]r^subTickStrokeWidthz Width of sub ticks if specified.subTickStrokeColorz Color of sub ticks if specified.r_r`keepTickLabelsInsidez?Ensure tick labels do not project beyond bounds of axis if truerhrjrlrm requiredRangezMinimum required value range.rnrorAz*extra values to use in min max calculationc ||jjdks Jd|jdPi||jdPidddddddd d d d d d d dd dddddd dtddtddtddtddtddddtddtddtddtddtdddddd d!d"dd#dd$dd%dd&dd'tdd(tdd)tdd*dd+tdd,tdd-dd.dd/t t d0dd1d2d3d4d5dd6d7d8dd9dd:dd;dddd?dd@d!dAdBdCddDdEdFdBdGddHddIddJd7dKddLddMddNddOdd|j_dS)QNr.z%Abstract Class ValueAxis Instantiated _configuredrrkrqrlrrrrrMr3r7r5rr/rrrrrrrrsrrrrrrrrIFrrrrrrrrrrrrrrKrLr1rr2rvrWrmr3r4r5r6r7r8r:r=r>r?rirBrSrCrDrErGrIrrQrdrfrMrAr*)rrqr*rrrrKrr+s r/r\zValueAxis.__init__s~& 3335\333BR R R &'aR   R R   R R #&#R #$!R '(aR )*R ()qR '(aR %&AR "'(a#R $'5]&C&C%R &+99J*K*K'R (+99I*J*J)R *)7(G(G+R ,,::L+M+M-R .+/$/R 0+9*G*G1R 2/==N.O.O3R 4/==M.N.N5R 6-;?,K,K7R 80>>P/Q/Q9R :%)D;R <#'$=R >(-u?R @*+AR B+,!CR D&'QER F%&AGR H%&AIR J1??O0P0PKR L0>o/N/NMR N3AAS2T2TOR P.2TQR R..specialso&!AA!&&&!# AAA&AiK#--tAaDL1g666s  ""rEr0rr9r>FrirkrArkr@rrMrư>)!r6r7rHrrAr`rKrarrz_bubbleV _bubbleMaxr _bubbleRadiusrer?r/rFrr:r&r=r^rJ_computedValueSteprYrZrErGrI_calcValueStep _valueStep _rangeAdjust)'rZrUoMinr6oMaxr7zrprnfracrmr-r?cMincMaxr/abfdo_rrdo_abfabfizrrnrrxabSdo_absaLgor\iterr8r+fuzzi0i1sfrQurErGrIrcs' r/rSzValueAxis._setRangehs-'x-'x  (:do^_aeaw:x:xxX  (:do^_aeaw:x:xxX x  {{%qtDy0#$Q4)"d **#$R5?%quTz1#$R5U* )T2XXV  + +&/D # #&*D #!!( (  #|'?$($> !    ! ! !!%hH$,4I(4R0S0STX0X0X$T_4AAAMAx0,>t|KLLA!# r1c|j|_|j|_t |dr|`|dS)N_subTickValues)r6rYr7rZrgrrTrws r/rhzValueAxis._pseudo_configure sB 4( ) )Bt/B r1cdS)zOverride this if you want to alter the calculated range. E.g. if want a minumamum range of 30% or don't want 100% as the first point. Nr*rws r/rxzValueAxis._rangeAdjusts r1cdS)zOverride if you want to put slack at the ends of the axis eg if you don't want the last tick to be at the bottom etc Nr*rws r/_adjustAxisTickszValueAxis._adjustAxisTickss  r1cb|jt|j|jz z |_|jSzCalculate the axis' scale factor. This should be called only *after* the axis' range is set. Returns a number. )rrzrZrY _scaleFactorrws r/rWzValueAxis._calcScaleFactors- !L5$.1P+Q+QQ  r1ct|ddr |`|_n||j|j}|j}dz}|j}tt|z }|z}|dvr|||zkr|dz}n|||z kr|dz }tt|z }|z}|dvr|||z kr|dz }n|||zkr|dz}fdt||dzDfS)NrurrorMrpcg|]}|zSr*r*)r;rr8s r/r<z7ValueAxis._calcStepAndTickPositions..<s>>>!!I+>>>r1) rrurwrvrYrZr?rOrzr) rZr6r7rr?rrQrr8s @r/r[z#ValueAxis._calcStepAndTickPositions&s?D!5d;;  (''DOO    ! ! !I>>I~_ x* + + yL ) ) )$a x}__bAgb x* + + yL + + +$a x}__bAgb>>>>uR1~~>>>>>r1c6|dSr)r[rws r/_calcTickPositionszValueAxis._calcTickPositions>s--//22r1ct|ds||j}t|ds|jj}|dddkr d}t }nd}d}d|D}gj}t |j}t|}|d kr g|_ nP|d kr|d |dz } nN|d kr/t|d |dz |d |d z } n|d z}||d z||z } | |z} |j | z} |j | z } |d| kr| d|d| z |d | kr||d | z| t|d zz} t|dd D]C\}} t!|D].}| ||d z| zz}|| ks|| kr#||/D|j|_ |j |_|S) Nrarrrrrc|Sr)r*rcs r/r0z)ValueAxis._calcSubTicks..Lsr1c4g|]}t|dd|S) _doSubTicksrM)r)r;rs r/r<z+ValueAxis._calcSubTicks..Ns)CCC"wr-'B'BC2CCCr1r=rMr)rgrhrarrqrOrrr>rrJrYrZinsertrz enumeraterr)rZrriFuzzdCnvOTVr+nstrdstrvnvxr,jrs r/rzValueAxis._calcSubTicksAsCtM** %  " " $ $ $t,--" 1.)C3B3x&&!zCCCCCC Ado&&CCAss&(##a44a&Q-CCTTc!fSVmCF3q6M::CC!GAac(SV+C5y^D(^D(q6"99cjj3q6#:666r72::szz#b'#+666uSU||#$S"X..CAa"3ZZddAaC9oo-b55ArEE8!'(j#. r1ct|dd|_|jr|jS||_||jS)zKCalculate a list of tick positions on the axis. Returns a list of numbers.r9N)rrarrrws r/rz ValueAxis._calcTickmarkPositionsksV"4 T::  4D$442244 r1c|jg|j|jz }|tt |jdz t |j|jz z }t||_ dS|j|_ dS)8Calculate _valueStep for the axis or get from valueStep.NrM) r8rZrYrFrzr2rr1r#rw)rZrawRange rawIntervals r/rvzValueAxis._calcValueStepsso > !~6H"St/@/B)C)CU4rrrirrr&r) ValueErrorrrrL XValueAxis getBoundsclonerr)rZrr7postsclrrrKsknticksnticks1rtickr rQskvrtxta_xrrrra_x1s r/rzValueAxis.makeTickLabelss GG!+!8  ! 9$b):):)<)<)G)aKaAA #XX$++--X6qq Q| $ $ + LL) * * *'!w  O%%''AaC =& | WW}g%%TDL)=%''1BT%&&1* 0112 !2 !FAdfHEu q , !U], !JJt$$"!""s1u::d?? $A!E+= H !!S)) KQ33q Ks1vv::"#A$CC"$CC :..K%a 55'"#!D))CC"#!A$$CC()E)IJJJ-4#:SCF#EOS))MM#&&&0 K%dJ77 K"&'C#$P161B1BBB#%88,1KK58c>B;NK,O,OE 'zz'*DL'8161B1BBB#%99*/++"T9I+*J*JEEE%LLLr1c|js Jd|d}|j|jf|j}|j}|jr | }||jz }||||jz zzS)zvConverts a numeric value to a plotarea position. The chart first configures the axis, then asks it to 1Axis cannot scale numbers before it is configuredNr)rOrkrlrrrQrrY)rZrorgrs r/rizValueAxis.scalesyTT!TTTT =!%w 1     B 4< CR/000r1r*)$rqrrrsrtr-r.rr r rr rrr rrr/r\r}rrTr^rerSrhrxrrWr[rrrrvrrrir*r1r/r.r.s& ..wF F F  L9UU6]]*C!D!DKjkkkkF ,y/PQQQQF #l93PQQQQF % Y5TUUUU F $|I4RSSSS F #l93PQQQQ F #l82QRRRRF #l=7VWWWWF ','!L6UVVVV?F @"\"7>fggggAF B&hhzz([\`aef?g?g?g/h&i&iqabbbbCF D',xx 8\]abfg@h@h@h0i'j'jrSTTTTEF F',xx 1B1B::i`aefjkClClCl0m'n'nvEFFFFGF H <fVIg F FGefffIF J"\.7Z[[[[KF L UU8ImDDE^___MF N <fWU6 B BIdeeeeOF P$|N9]^^^^QF R$|N9STTTTSF T!- ^B[ \ \ \ \UF V$|EE&v$>$>EkllllWF X(< 8]^^^^YF Z#l4-BCCCC[F \h-YZZZZ]F ^h-VWWWW_F `"\(1RSSSSaF b!L0GHHHHcF d!L0FGGGGeF f',y7YZZZZgF h&i6WXXXXiF j*\(9OPPPPkF l*\->TUUUUmF n"..CJk!l!l!l!loF p ,|EE!AaLL>hiiiiqF r!- UU1Qq\\?j k k k ksF t#/,x=h"i"i"i"iuF v$|N9^____wF x"\.7Z[[[[yF z',x6TUUUU{F |*\(9[\\\\}F ~*\->`aaaaF @',};YZZZZAF B ,|I<}~~~~CF D <fU6( C CDmnnnEF F% ^:YZZZZGF H% %5EqrrrrKF HPVVVp%%%   >@    !!!(```D       !!!???0333(((T   ---)))TTTl 1 1 1 1 1r1r.ceZdZdZeeeedeededdeeddd d dd ee d  Z dZ dZ dZ ddZdZdZdS)rz X/value axisrr$rNrNrlrjrrrrP)r&rrr}rurOrc tj|fi|d|j_d|j_d|j_d|_d|_d|_d|_ d|_ dS)Nrrrr) r.r\rKrrrrrr}rurOr+s r/r\zXValueAxis.__init__sb4%%"%%% #       r1c|ddd|dgtdd}|||S)Nrrqrrrrr}rrrrs r/rzXValueAxis.demosS R%%% ()*** C   d r1ct||dkr|jdz|_dS|dkr|j|jzdz|_dS|dkr||dz|_dS|dkr |dz|_dSdS)rrlrrjrrNrrs r/rzXValueAxis.joinToAxis sU 8  hnDGGG U]]x%-/36DGGG W__kk#&&,DGGG X  CiDGGG r1c|j}|rI|jpd}|dvr|||dS|dvr!||||jdSdSdS)Nrlrrrrrrs r/rzXValueAxis._joinToAxiss ]  D#/xC'''-----+++$2BCCCCC  D D,+r1cJt}||js|St|j|jz |j|j|jz|jz|j}|j |_ |j |_ |j |_ | ||Sr)rrs r/rzXValueAxis.makeAxis"rr1r rqrrrsrtr-r.r.rr rr/rr\rrrrr*r1r/rrsNwIh+---<-///<*,,,#|EE(E7Hd$S$S\^^^"l>=???    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If the text is not valid it raises an error. -rM)splitrOlower_monthsindex_maxDays)dmstrdstrmstrddmms r/parseDayAndMonthr;siS!!JD$ TB ::<.formatters**4555r1rr rgrMr=rc&g|] }|Sr*r*)r;r,VCs r/r<z5NormalDateXValueAxis._xAxisTicker..s!<<.s!222qiill222r1rrc|d|||d|||dSr)r)rxValsr%ticksrKs r/addTickz2NormalDateXValueAxis._xAxisTicker..addTicksB LL58 $ $ $ MM!IIeAh// 0 0 0 0 0r1rz6Problem selecting NormalDate value axis tick positions)+rrr"rr)r6r7rKfontNamefontSizeleading textAnchorrrrrrrJrr1rr2rrrzrrrr4r5ryearrNDrrr>_NDINTMrmonthrrr)#rZr+ axisLength firstDateendDaterKr.r/r0r1rrRBLxLabelWxLabelHrWr,r2forcedPartialDates firstYearlastYearyyyyrrtheDater-rrrrrwfdr(r%s#` @@r/ _xAxisTickerz!NormalDateXValueAxis._xAxisTickers \ ' i - - 6 6 6 6 6 6$(MHE!HHrr$-7H7H #'=G%))bb6G6G&,ovG('-'8&:JFLuI YYy1177==hW4H Z KKAs1vc!fSVUCCa&Q-a&Q-  )$*A B B a)) )(  " !<<< 1b5;Q+<"=A,3#GAJJJ12E!H0Q#//++uQx~~/?/??CCCCCffGAJJJFAff&458Y+>+>GAJJJ)*E!H("5r58);#<#<r)rZdatar(rrr,rds r/ _convertXVzNormalDateXValueAxis._convertXV,sz  % %A3q66]] % %t1!!B''%BqEE!9AaD % % %r1cX|jrg}d}|d}|D]7}|}||kr|r|||}|}8|d}|d|kr||||\}}n||\}}||fS)Nrr)rr5rrC) rZr+xEOMpmpxr,rcstepsrKs r/_getStepsAndLabelsz'NormalDateXValueAxis._getStepsAndLabels6s > 5DBqB  GGIIq55*4;;r???BrBBx{{DKKOOO --d33ME66 --e44ME6f}r1c||t}|D]"}|D]}||d#t|}||j}||\}}|j|j} }||dn ||}| |dn || } || c|_ |_ ||_ ||_ |j t| |z z |_||_ d|_dS)NrrrM)rFsetrr4sortrrLr6r7rYrZrarvrrzrrO) rZrEr+r,dvr(rKrKr6r7s r/rzNormalDateXValueAxis.configureHs#  ! !A ! ! 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(+ %!" !# #6#8#8D #7#9#9D r1Nrr*r1r/rrs# : : : : :r1rc2eZdZeeZdZdZdS) LogXValueAxisr&cnt|t|dSr))rr\rrws r/r\zLogXValueAxis.__init__0D!!!&&t,,,,,r1cd}|js J||d}|dkr$|j|jt|jzz S|j|jt|t|jz zzSzConverts a numeric value to a Y position. The chart first configures the axis, then asks it to work out the x value for each point when plotting lines or bars. 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