From 19c8a770c57d16a49783d7a983002575230f0303 Mon Sep 17 00:00:00 2001 From: Chester Ismay Date: Fri, 19 Jun 2026 07:01:56 -0700 Subject: [PATCH] fix(logo): reconstruct hex bottom point; mention plotly in description - The logo's bottom hexagon vertex was cropped in the source image (the opaque region ran flat to the frame edge instead of converging). Extend the canvas and continue the navy border to a symmetric bottom point. - pyproject: package description now mentions the dual-engine plotly/plotnine plots. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_017CTL1QSTg1DmDUpqYuPEog --- doc/_build/html/.doctrees/api.doctree | Bin 3757004 -> 3763823 bytes doc/_build/html/.doctrees/environment.pickle | Bin 3468520 -> 3473520 bytes .../html/_modules/moderndive/infer/core.html | 8 +- .../html/_modules/moderndive/infer/viz.html | 135 ++++++++++++++++-- doc/_build/html/_static/moderndive-logo.png | Bin 845850 -> 848889 bytes doc/_build/html/api.html | 8 +- doc/_build/html/searchindex.js | 2 +- doc/_static/moderndive-logo.png | Bin 845850 -> 848889 bytes pyproject.toml | 2 +- 9 files changed, 134 insertions(+), 21 deletions(-) diff --git a/doc/_build/html/.doctrees/api.doctree b/doc/_build/html/.doctrees/api.doctree index 3ccb91913bf3a0869729cb2d49988dcba6a36c36..64d997a396cb39e9092f382dc56fb15b1bb1935f 100644 GIT binary patch delta 48190 zcmc(|2YeJ&*FVloC^PiXO9)G72_yl8ot;HciXajK1S<+80RqVql8{0b0~SC51%uoN z6$KkUJfidf(nXLW5{jTARXQjr0v6zR&bf2%%xuE*KF|MsKcBxJm+YK-?)RKqPPt`w z_bfW2{Brb+GHIpq{-XZnlGD?MXC&v$nNe;?=E$t{l(BPWlpdU!nGOUh${aRlM#bFJ z?3Co8iRqa`lA%CP8<{*jEh9O5+?*L&MrL+OZeDiAoEepJa+7n@h9oBEf&Q8d$34}W~m31Cal+fr2=cd zUwM#yTBOuxllLnzY($aLjvd{vv|-)@N?UfbNNLR~9Z(ufopC^cmkO^Cc$J1%8F-b2 zS2=iT@Y3N`9$ppTRS{m5;8hu3Rp3<>UZL=+2CwSyssXQ>@Tvu`+VH9aue$K62e10@ z3WFEQ42M@kczNK}2woBJY7DO?@M;RLX7FkbuSj@B!K($lTEZ(DUNP{Bg;y(hwT4$4 zc-;rDwuLhev^#X48d0@yNLlaWJ~jQJ!gU?J9op;VJ=TA0Q?|D@dtjrt4tsl%5mAN; zSktlI9+e~yva*q5z2UxSPflv`(3Hfi(aGs~DIJ{;qG(8(MIMqS0Sc#&^?q4dS;`Wo zdh66#s!WARkdu`%ByHHZIf3+*N~!o2O8gIO@>Fm2(#Mqe-wXdS)qBdLCbTMi_G9mp zW%A1tQuoYkPqHT`En|3kN=#OAMoPLTD?KyUlbf32$$<%!ob4HwmXba+$CI3$;>pWN z85-;1b%rGmNy$waN+{VW!?ROza?&z0Vuq#Va)ikC!}2nQv`-qHmXimQb9_o76eUGP zdyS`qd%9zH za#qhU8k7<{H6at!)DF!mSb15y`^hXedHkN zkyIm!J+j){ws7iFZ=6yQ=B$*@_Am2hS9VgO%CpH^ykTtYCU0eywcI<(&3|&a_h0#> zC#q?S;p*b_Ztr;%t>sa88`Yi$0Gk{U5z#p-3+4j$3pSl*3UrGnHxuRt>6$XsQ(~76 zhBkOoGQdfuAx1MBiXh*(sy)(!dTJ0;M$!%g!9> zahXD7)cqb?5;g+=i^u|x3;?nnnS*l@(O0*E>7JDdb1%med0(=pds=S4l$^ZuT$-&k z$}uBS#z7l%ae_cQWFrukj}U_qYQds5c|!xPQsn3xn~WWZMw-Z7(D30jOJawm4bRI? zfkA{WcMWAUXbZj~13E6kS>VEsa*uau6ko09Q^llZjs4H0rH^yTiemG-dFvFuv%v7?PehG^Jy2a4^xHl(F`cd-C*411~c)Ehj5Ic^sKv&%CU0 zFppX#jfO6pF12RKM927^mHg1G6JEKl5$hV=C(@B9hnXaqLg8f zC#0v3laRoak?G0I%gxHmjrBa13Jw_lx2E|}&)}3H$q*3$h&Kk267vx&9sM~^HEacw zl5iBDn7g;6q~XJ{pMZc4d`wzyDoBEsf{2kR@GulSxHY|ExOqy&l9C?D7?zUVm#U*i z*cG0^>B$)*nu31@t#eZ#FB$ACI3EagFy~Toav_h*P05Ka=5M+_(#ndQmg_+lQWkSmnDn09SWG68N2b_b zt^JU6@N?~xq%TjR2>=?jOiE&*ZH?Nj_IhuFjv|VISBf2)oSXa%bW--nh=H+r8EK>P zQX)qtgGYo{VrDkXfR2x4=Yi|X%}m5t8_AAt^v0Kko`f*S+HdkUVExWPxSOyZ{t@w~ zG}AZ0;|JgqS^Ev%h;mlAW&<{OzbgD@lXs??PjLw4CPIHi3Wpr!iFp8A#*kdkvosbw z7{T1?Ha0gKOc9JQDQN;$YcKn8B6RCWuwo2MXazV9Jc^4hw4%A?TsjXKl9H7VE`vyG0-Gojz$Rx zHZIoFuLUg`a-i5{zdSqSRt2plbT;c{Z%vAhFyqr8s{}wunPi`#MaMn_!!!jN3}b}QIKl%GoKJT3d{N(%k`A*k0vlyVL(6(5WQ(Z; zwgy>ZZe;c|T*|;G8k%gEMrqJ#iP@QBaw0Q8@u7U8ag)Sp37QR00Wsi6G6&b?0UO*2 z7D2SaZX;j78Z}XFO#J23HdmBjCM?^{oDcZlEZBmhcKiwpo=xlqwiN2OT7sG~Q#zcxK6Oo>e z>O=D*27=j0GPQmBm$jM+N&53!y{q#} zSe=!)5Tn?NYb1BNnUo}~(2C0r&qF$4P9tLkdK=+TxW`H4zQ*A}D7r%?K?*yTb8gQ8 zgAYb@4^K;iVIl()Uz2qE!dtHzcIOCK33iOgN~Aaz!KQxUjc5gpvSwvRS`$X*WM;!c zH4>nw5{8`?HC0VUxe~hDF824TfEaIx;tlbuSkAwnW^}xE!|NOISta z#f=B{$~JpWYUUV=>DjpFg36Ldr&wi^;$DHW`gXlyshPz%BknC=tQpKm8P%M?gSbf& zH$U!O;Hl=|;b@5##=^Mwpj?;ba{`yuQl;WL#=XaSZTE(Ud>FTwjoj|7S8qw&Qe>2C zJgfeSxPxrrc5j`K!*N&H`t4p%$KT==+^nhOn(UlAzO)iw0}CtKg+tP;vf4_#M`6de zdux}EZ>+?(LcY4J(-PQAXno#Wwru=;O8kRLVWS=1Q}^p{6qZs-;eUl8Ax4D?g|#ai zZ^o%Vu417Bj4-w|#;nWE_cz{GuMwq{dSw-BGsS48URcGdg!>*+be1s4Xi(64qRu9U z`)aFYSF>w(%}6z5wdBk2_#TCAK;&arZy41T59>U@XbyXSL|XbOkrpHxG0Fo->Zy8G zvt?7ckTwT>1C+-dl@oa7!H&uaj4EgH$_aMmWwB;oWs0Nn^Sp9_qw@2-@&aD@d0tt$ zz&a-x2}+@(?h0Oao1^XuUbl$XU11B}@{`e~@M^MgR8j77{(YmBYV7YJ#<-BbS1Sc4 z|E$So4mE~`R4P;oDnAy^Dy=s>YRy9I^#%o#`c|t01*P%^r`DXIw4d|RoXK-0&WTK| z7pPRoW{)*uYK8?WLV0R~xDX%$V5!vlsYxvPl+u`;NHKi1TVrXtfpY?CNU2g$ympyD zYZg1qXs3E@G0J_cC}7lQn+KWYD+$apfEi2lf(32$%2F26Te4fjjDt!7`+B%BKz-DK z)TacbvQQ(g1SF)lWSdeAv$E9=#1FU`ng-=-N=3*LIPGFy~pv{J`71Z6TUU_=rF z>lA=V^9sv=HmEa*CybpK<*UjH14dnC8j3cQxl9{jJXXt+q=BSN*}1W7cN(<+-LXc) zs!TI!b;VAa>EDO;&;*oj1?0)i)e;A^UWR>&r8HTtOP z8a^3N@LduN`;4c2qt!4`u)CUCXAPS?##b|>&Kjj4^lmJhRL9p`ZEZ1ZHmku-`ad&nObcP+j5_;DI00{`ltgPGWuIG`g0it z`<|_@j&g{|;38TNs-$*Z!)6~dVoK+%QA)AIQAQ&bDknVRi&3ZA6_7T0i`hkGHcgpR z9AusVQTlUz`!mw_3Aes8^Ngp|tqy%RTKaBu==-fh)PdrnjtEgIR3?2d+ZB*T`u=Ux zls}4t+z}wkMy~HhuJ7kgeMc$HS?38xRKe9d<(HR2I{t*SNpX#0$Pdk8S6U*7HUWwaPlyxxO!&oqgUI5#D+o zIaF0R&eXE#OCtjffgXrrnJ*Y!WQF4|81uAVR3TuplglB;-rUDmPwOE_o;^k#cHl)L zR_iZF#08?FCn1K0En} z(OjD)hyWa|=C5OS^2}&$zMv-jWOP@6b-K~8pzknENnuB(8hy2uqMYO`gf0=pzz$hl{Hs zh@|-)=!QfiS_>0Yk_W7|=J2+y-M5=>8C}?*8AhBPOgWx_GHhzYSazld-o#n4RP{?BM=YFv5vqj;X^kWE!q9A83pAZ zwyLdD*s@DXt%9tq%7uTwX808CB`09x$pWw}oCm=Mm;)7ysL!sQg=Flb+0Zw01&NfN z%$1gWZ8iYkL$4dHwM9XE|9l+=Qu2Y8(G|xb3r`^?vJ-QSX4M^(@mBr9!~$cmqV00R zHQWwQ)CX#Nr@Bby>S7o$Up`}_&`5jsZx2Vk%7gK1f_-r9IX>$^TsmYFs<5pF*Cmf^Qp3) zB_H>Fqeic1jpqBpwOCP#R!d>N1uJ?7x_RG|N|q8xg$DTR)_^%Od^ zJW-PHjuFk?F5`>QW(v~euV7lgf>N6oZ2qLR@)}d-8%;O=L>&e~dmCPlBZM6VJhAUaO_T0D`|U5FN`E?7_b0OU#}8EPgk^wlgUSV{15 zm*9o(n9bfeq1>I=bxZDbQ37(KF=lENH&_FRvQ>QpYcw8QrVw74UHkx=4b>M8 z3l@IOC7kk~((f5VG@n3}(%Wv}9o|-yP^;s_6G`q7Bsrc-hN>7AwPY7F0z!1uM!BdN zK@d3-g2qfr$F5UbZ=fKqWU@&g8qJh+Y7C!XFo!6ctO$Q68BH}Y;Tc#`)7L*QXS>L2 zy03oS1<`?OoR%ek>Nk+a$7a7a7Z9;pr4j%b73lc^?r8Z0c z*l4H~2_o@P>=S%e?EB$kW4m@nuwjr;Pi~+!r1B%X^G~C@_Lr;h<_5Oqw9!n{Hd=#^ zAw;>!4lM?kT~iP-f~des%gG-%@Ng9?N-12m+=$^S3bHm_*n+U$pBVkLM+6UP(rqIb z_Jp94ux_l)67XF^1d)URD+&XgAD0+UXyZj8;f%I$rV1+IjAq+D1@AmZ5D5oZEu68R z8A;l|L?PiUvT)W2D&nX>rTF=!pb`*JEuc!vjK{R2qL6@&SU?v9m4JXsKsN-HfPiWN z&0TJE)hcarcD&9iuQ1wZ^#qa7^-WYmg^q_6@qL;Yaz=r>;~66o=11#+W|&<9@w*m# zcBRp{QN2|#CvguYwQS%D{0Y=X!q51QifXgXD~(8PgP0W%>lbSe3;AH4b=bO9;0F>m zv9+6xaP3i11WhDIuJ+l)Mm=YG)q$JHi7WNky4A)<%EK(V(5PucVeqLw5^FbzQy|nl zWC0a!C^V)k+60M;ogZQR@ZVYnqb>P$;4|6jdpnhHb`p8q4Z!Hs&jSwq`T*&~u``+HJF# z53{xyUEq2elvrWCm8>VidNh_cQ^Hv2E?A^^Or;#$fXm+sQ9WJok``&Cg%#CLj8Qsh zQ$)E8GS6@3LFRc;f+3D=Xy&i4y(vf(Ul~`n?^pL%3%m^_f%A~!Obc9qe*^W{we3a? z<#~2;8_Z$}MZq>7>oqKxw4|K+>}DS2|N0Sv&~||?RoQB(vQ?DGX#2gOkS2$@Cb;@v zvYDcN=+TlD+R7D@fTYl-;tI{*VRX^TY_SKQXFSRl-ZzRUkqXrn6biz%w(#&Tw5boJ z#k)rZIEttej?}p$)lr_M0iAmX#&aA}o551dImGb3nI>kP46D)`VOUj`u-A4Owc*dA zU3L_$a>QGzR5IkHsrSRY6${VI-A0C%E?R=Kl1I~2L853{hxzvyjkR%tNPHAc1)mj7 z3-=h=+DySl&iLgm6yQQ$+M=+c!Ac+PeOK|jyjXo{3lEZ?i&6@bYqs!h-BmVM=hH?{ z?OVY`BKB|LVe+(~f_~8|P$`;R6;z5QK*eZ+@+dZl1~_6v9UdEG3B`tyMMj6Jbz~^0 zyA_7F4qICUYoin)fR=qV_8ZS>4WU@9pn7P{#S^+rxBup#=--~W{ST*Y;;^le zJg>jkX&ak72Lk7bgW#wib#_AeKB5!avv&>}EhB=?4;?-qIjPSv2G^QVv!q5AB!t(9 z9fpjsvjV%^RpfC9UM!1@a=@huIGXIRyW0ZxO(||?Z)FKr%(iJX2lB!9^$tvee`i#3 zfz81s;2@yG60kR7@g=WpPwji0a5_|wEyCzjsiJcv*r1z6m^MY~2ooz-LWlAzr}mwU z@+E;{XsqZsEShZFAYwOYn z-S+rTPGCzCMFH5+pJMJ)0Ny49Q|Q~W6$9{Y_1IRHaRm(Sgeb)k#U-_R)Ed!?TPgCY zb+@wFTZ|^G$`wOrIX@dU)FWG2axGt^c2L%}0bXR^aYQ+4Q`m-wGjeYYBAi>Vz?-gTI34~Y4PkAJka&~g2HaK$@fqO z@M!t@hO0J8!R6Nez@bQUizD4aALGH5_E%$UxtVk)g$?m?|=AO2>^+ zvtBfLx;u=i3VANp8FBlaxB-$IBw0XQikgz|)Wi8j@ z$6bx~lJ`2RDIc@j7h$F2=JQ{IJ%!^=zP1v+R>{5S@Xr$Ke+s_8qJ;l3_+FQKU`7hT zH%h&_jYr=*a1svDH=m~Ae-wQeAsCOovPF^ih`z#H4A``BHo8Uc1AqVm?9nkQIJ{Zs)q0wWOlizJHF(BYxS2raP7G_CIuO( z90i$aR=c5PqTLi!#6ZZPB3&ZwaIQunV~Pir)$HzXMm(G`#$Pvj<}U*0+B@(u{0oPN zi{a12Ie}03pHKOprTouw{%0lqN%g?(jKE%4)&-(rP6mqb9Ukok4&po9^$Hxuces)X ze2?$YvF8N}Im%l8=krwolDh#OLHs8EXAA%H1^@FU|FZ-B#3_NV@K340PWThp1OH3} zBk4CMun*n>z<&PcApGeaIK&?g;{&;}Nxy@eL3QZ~qa!=?yAh!^-Y)D1EuLbd;Id+4 zzZ=Fx%_rC}Ho_K3XNcSdRe!0dw%X2OZo?NyS4rt;^Ih@90);iQOL!( z_=>G7#lqA-V7(kA)TgLd=1=2AZI%F?{U>aj{X;yFm&UT<(M;B$Xx95LW3o0=R6G2a zQKY}2mf}~WSf2~9IZ11y6@mkS;WWDbZ3w5I2_mH7VQkQC!=r5zBvJqwxB|{SGFc5& z4r7;Z8%?xB&T1jRz?OAYYPbZ{WzXI*8fj;poVAJzfJMY-?A#rrop#g7i3jL+;kZ-E zhDFFjnzloXJ#W>;yT&A&g$!tmAG@ylx~V2q!z90*WEbA9%?|GE0GO;kd?6 z%bO}n(B<)yvv&oFeBRr@2tH2@EM!lV^)*qUBDo`3k=)UXJ9tt*c?VDGX=$-r07*9RS)F8Wvt?7h{hZZF&<&!K$Tfjg>x;n*d+@S z=z%U@v8)%2cC0}qjzxDfo~q<~R8OI5frPKvvLA6yBAX{`}*lqBukrVMoZX3-BQn^+8g`wUtIQwk6c}w0>C9CSQfm!rWiY*BI_yBv$i<>!)Q=n~r7^wsel!KsnAE zgqz$~zM}L^DPrxa`xdH)zoH{|2jI0PX3HA45riLm9F%won~W5_(oP&d9Ee80m@U=v zJJIxFnCCGwrF3&BD+qn7jvghMK!+}B)1BPt+wSD~P7#b^o-a~uw3F;!Zy?zlT{NRg z*9+9!$;}?nX-1dZNoKDhAb<33x*;95Mb|mK$4-STGCB9{dq}i zRKed;%?H-E%okNqi;^0sidN^W`U4;ix0C{@LMb#e-R_`k@xGRh;evs!6A~GCgUzf5 zcJ>DQu%0g-Edty6Wy*& z6aDWn-zxoQ$wKq>;!b|}d6rcU_jS|D?h<1QUFa#O`duA0WEbB6F13rVg3s<`c)M0_ zBv}cl!7f?`>#>qdW&&hf2kZAsGPJ8s!M=(yN&_}I%GX>u%SL*9kLmp+1HtvS;1VU7 z;DAhU>5?qrdJ~)q>fy~{{RPQEc=;CIEJ-FjAQRqvNtSr|gcovlr&2H@wU541auD89 z3vY`g6CRKWZ?7avyrrVKm7DtF^fQuy;7(d_ze+N}0h!?LO0tAIX{&c~OGmxdZZU9# zS8X>RjmDBpct9q+){-pnR45|H1^u_-4c`#`VaY;(T`j=JB$)t#T=ykkdp%i_B_I?D zK=Oq4WVAhDEcb+V5qZLyEx;4vROg=X6~KmT$=|o|Me5t->?KdwrloJ5K1<35-_e5I zZs~hLpDAhNvObWHQK_F$4SO7A5>NL&vtu7{*<>1sZ# z$tMyta1T#R?%Tr`ZG)lMxe&AzPA{<2Yd9I3 z)y>r`esx)2CM8hYmhiSMkyPl)?)sPVks7x(NR1sOtD!Ej8ux>{I*_Sxm)zv@L8wb<(|vRZrHGo(Hg zmo!5Fqwfw#ZCbgjyPzL*mvsn&?tE|PO`FY@`s42E0PWcV9M?IJ(PK@?<2lgeY?9h z%D~C^t($xx2=qwFpej_S#@Q-Td5L$+=1n!!$=}c&3VosEfbOL{T6u@K*uK_gE#)m&4N9li%Nmq# zt@(y0a62U#^DRg}W^`0kzOj$zgG?4v zK3KpyCyRV=;Xa-ZCPPCpAAAkV_!TjIx~yg;h10OmN(w;+&F;K?JSqIjX2zuOOTd#! z;VD^$#;F`*ZH7WpcuZ0$7~&_s^c#{!2KpNcY|b{XHwUSpA+2SP!Czd9s53K}0X&8KNJGojyTm z(hxo_iD^c>yE>4`>kV|1pAJGzyf-Sf&!HoFny@1BdZKao;WmAmlt51JMXPl$N;0+X zZTU#8n-`?VJNM87(5Q9G-PKVD`t+@C@}?lvZTCi{);V;<)=hS{?m7L61gC~wuo`wj zlBr?JelfPxuscC2gg|jg!v<*7u-fkGCR4=L1>bI9p4{c@}WtqrlU%z;WhC8RR%mXZf=A%aR7u zr8dhO1-mmh*!)qx2>q5Ul3R-E_5FNLPd&i*6VI~I*}i`&mzgIAyp;_`+lkc?XE4z;_b?oMuqi0q%q|ZANs$>6UETO?*L?kxk_T1nws0OEPqlwVTK!jSOoJu;Omw z+5OxDLsgpUj;c7-pS6?%sX{55)^`8Uw6;eIr!{=SX)#C(OfNpI7qef++1rck+3|c< zPap4F7kU&m41#iItOnuf@psIfyz`gxQ z*6F-awsOE?#B0|8;m`N|OD%h_1P1&ZH89{o02?sLVO?yJZ<5~RpcrwoE{}Xf>nh(_ z?s2lo=e;%9tjWIedK<|@wq{o$Tl;;oZ=l{yvY^!{otg5gwS(XBAY1ypuao|ai$i_# zAWvaZC7G-c$m_p@RaBlNixftAl8u^eW70O+49P{dI?ckIC&`2fWZEYCNRlPyG>NHn zq_=FrEu)TZw~&lHa~^#3wKF$zyNHbZqba^7jk=+cJ3lgky~wxEsHii$G{x6iZy@E9 z)%Tq0OVkfaTBA#F6ufJyuYrD4(h}AhEgK?B@#9mwBIwbQjqB_;+5Bm~E_#t&8_x^= zkdK&bfk#<5!`Fyqz3uxyRnlU&4<)Vhq!s`lG`%x zvWLjL0UE}qnflv7Zr$B&KD6$xhh&P?j@_8yGxa3NKqfu_V9>+|NHQ()a^)jg_bA|k z)4^(i(Li^`%Wic2UIi4gb{mCOVf`VJ;peWOIK+<&X%)6WLX!e-TME1_$rQI&%12UQ z8FU(+6iz)v=~n3KlJx*E(!&9UUT2=I2OS+g%KHv`2fdK;8}?yC)_Rvw&M}bWiR{^f zo(KZ$RFwRBaZd!AwR+tVU_XD|;R0^F?wg^P`&JA%xquM)NCCDBJ5~V6Z4F5!qqmvJ z=#%F7()38lLgv@xTOMFN-?HX!zyLqsE^coZlkq<0F7Ep+cL>RnOvVdjGTsbH7RIYW z5rt-uHA=Z-UjAl5)uEC%@^NsPC0DS|p9_?DwPbwq}W@TA`{H40cNvk)>qAe}2ntSUb!YOkaIV3nujj)Pj?K{a49u8SyXQaw9&@ z`hEaLeDqsx#H|jCnLB}pE&5q9?ewa^UH=Sv!?@#bM} z%2|i`%IV#EXakU>jSWdY<#}5hvgHmS8L!dp)XUvD%(SLd|5t{9d~65K7vid+mcFlY%`G^H(TWEp@$w3qfCZV z=?J%D{Rn;ef!^F*-1rDL)OM0gb_Hbo{sXK{kANzIY$mPyS%!cA&2Ho2Ml z+!1b4MK&J>|4Q$HiAG>cC{T?~dNC7FWZAM%kV@D1Q1JNgUgPCEkK$c_MpX08oG zGxwOK*x^)1rBlQf#jne`!3Y*+_(1-_L9G@q}?M{?8`zvFvq z<-X^0S^r*iKF(#O44b?gIt}lmRR5k&=L6sIEj0y;tSzLM%CIU;^=a>Dm)a!Y?~Xvw&sWuG0sX#E3MeF?kL zMOK!%VDa0Ss;w>=7ZFmwfVsZQg@9zTRl8TvR+V@JZl?BxM&j2*4cg}GtzVKgsXNc{ z?mQ={c6Z*DH0sX3i)*R;P;#%HvwF2Alv^7FxWNQu>eVK0a-$!3D1|Piwl^yoRXNA| zw7t8w0PX1}KO6+wt7K5ri8?gNT^-2Op?1G4>;zvmJBY|4;8_hyS~a*?6(> zccYz-O|+&vo=Qct^?Q9``Yk#36qalz3QKLj@vYG-9u*ZShtiJn9IEtDek9dI7Q-Cl zSGyV=iZ=J;q4{7 z=9;7u98d}FvLs8my%LUMd&rMsAVz%+XDF6-RV9_+?jGf#y@4c4xVsXLwyoMp4$`jm zk9;&bOETdBnYOKZOR~UIp@>oi7>+^T`}*rCl7#@1Ex>F^CO{xlHk~iY5)g_IP$`Xy zHY_-?t%hUPQu;ynT%&pVVb4`cKlUAk{i-&YemM85qGdipMbWJ0k8ts|i?jvGN78=u zE!3AteJCI4cno$F7fTwYB3tAmrPdo+(sAEDIPq$80@kTN%0fy+zGK%;i^IKhKl1&i zHniWQ9Ks?i5h;?jFt>&aUwg68I@{a$BX^gd|H!kE%E!b6plqbVF`12w)+1#ZMb0K{ z%VkJJnntK31-$ld#o(XKLlc`AO(gWBX6_v((C=+zq?<6b@d7{Bn9CP7GC3Ky3m zsT5cy%14qk{umFXeU9-BrhF)N1{O<$lwN+@Xo$@k z>}r;E;cKsyKy8C7l-QNKB$e8BN%CvYk7AB5BmX ze+KFDY00_(B3*;p>aGoB`x;b{yKHX|@_~CI(=DiT?%FQoo9?pfLCAmH6PYeSRXX9C zS%6HJpz0MP(^$1|lbfG#&%3;hF3EJ0Ff z9;V4h8m3`EYK$mZjf4|y_A>Z5j;u^t^gbbH41OaVyE((>)8|MY(qb0ZVwR-R&cw&^ zk+k?QNQ=c#Tta8eI>9@`1|v0Q+G^0E=j-R;#`^&&fz4I2#AsJaKZ^9CosQK}UG99lu=e2)sQop$@`!(ZI(gYZJhIz%5z*6mkcNpi9#IC0 zFwv%L`#iq;1OF)tM?Zn;_z#{P1a2IHe{lCPa2(Ta+}a7;2WfWz7ZfR};rLb89`>(0 zzK_(lC;4ZJ#@~fqoYp7#XNqn^o-RLA1Vs99(4D)!oQ4S}(Qb-=rl=Fp13gc^G0W_X zC|Kc*yXFvmB=HCO!!3He36>@wX)EX{wo!qrhvOxca&DW6a_+~gn@{MkN)}3`UOCBg z?kOjkUIT6ie&8-%aFVBP%OsgHEg=8=jM+@zD9JL@f+9-Y0FZWhY#k`gx?9t1t~|xl zEW3!(tUhJTj#ZzMS=Bkf4m<^)b~D@Q!=xO_s_vFCU(~Ni8k_>wXN$_3_vyb&8lD2G zS5EQ|3fZh6s3p78(r2<+<)F0}CI9Ji<}|(HDe`5|$8@kbLo*xbH6)E7E1qJ2@Ru7`l8KfHR{4SLsAwTG5ly10cHk36L=jXcZigZ7r0@mT5ZnT?0$z(r? zM#)^CQ+!`5{S@wNHPmD&ZP5l!@h#f1r}&=Mxs!a0b{N#cQ;)%t-P)o}JjIO|V8Mu+ zDW`Y_`L4}}N0)D(!VEHoeLM*w^a@!<0rWFKz|DfsBzak+zq`IeK9V2W23)jJyA$Y6 zKL{Gq9u~k*RIp*l5q@In2O3!Vk&m(ahBvpvmt?X@Ad^iFmSoE&W0lj~Bms|1(pJGX$^P6V?IJSCq*`E-{iR7x2k1b5wxpKn z)5}XSWRlfun{Vo~C5`N7Z*4PKpC@T#KeJDBleAgMB(EMY$Rsw(W(BWWlAz6W|sJ+oFY=dF5XTYYCRXHtE$CR7+*AB^|=dlddw zAN|%wE9pN#XI5^2|eTF^7-Ig3(cGzRy)t_}$SI7RuDn`IW8!O4A z)VqDm`ua>sqe%s8K zy0!`QfX(V`YdN@EWVe-E^if%#T=aK8aTk5#Cw}yBOBR!lzWx*U(drrQqo<$dKKd$D zLmz!vvRgj-!cW{s11=?6-~Pm%bkrF!*+^`&GY%)+QI?UD_MhQS+AqoEq!Z*LIqBZO zMNaxrpgWy3s7Ov4V8}_^Fyy2SsE3 o0MFKu@dd1>3ppqGaG8$(gd;^JO<=oxmf zrP<4J(+{wuXp@pK%D3K%Hgoj1q~heOnS3N)J)8w%%%=Lsl1jeXW+GpGF~&^O*Gm@i z)oad>uU1yFrLks$zTaKC_YAt~=9;9Erv@tDmy=|fJwXv=Pb<&xEzmM&#el(}@GVgF zEZ+jXDo zfJ}HJBw6A?k!T7;owjx#P|*1!-fW=^=RwErW(qn-+L=unrD4!hz znBX(ZDf$}m%#uxWvc6e9k|$roYWvMz4kq&CQ~lr)i-I{%_{~NRPOf)*$UaZGIMp?0 z*??E!uAMEJSU*M9-(0N9nz{Ewwr?|%Ln=fb?tEoq7&)XW=fp%K&rtCkcSup^xI=0w zi)jn8Ia~IyX?@<*dya2GrtvMv##m%+K{k}NtS!heEVQ;DK?Iq;evbR50X8!xkp0ie zEy#BKqW@^gKn^PV9CuLJl1xkcSL7o)C}k>2r0{(amlnD!X0zEn z%&z(}H}zA5i&W>Iv*0IT1QEy#yu_{DXR1f(&Wh!HBkYKS~tR78)e|W-~=~$ zY!K+gdxBEHa%hPAg6+@qT^<-YI(tl`_VO>Vhp8%NG6gZ)v?z$#J_>^vEH&oiV0~IV zh|One9A9cA#5tB4yW-65`d-->3SYbABZaS2mfj1Jnja*U!k5hi;j5M&IEGUQzDA9O zKM$9HewNJS;4hx%i;i>jH=K@0YyjJ5r*fZd7m?2%*c%oKsnSK)x&SRqWs7@5Ox+>n zkc+SV6M`8$wzXWP5PM~^~WTQ1oyhYSU+>TgOyxo9CC5jX=8%xtj)3>HRJUx2}1sJ zfEkjB(z%9Zv$WhUu=OBR}9w?JL|*@EkAdVk23s$CS5fJ!T0tea4K_yGka4e9(gIE6D^2WLhZ?lw=9{poCPf zU*M}{yJ7Zf`Dtzhb`cpt+CVUZr=<~00rMMdd zV+Nb4!JK4<+gzOLn-_V;VS^UoDzfVkSVbOkv6e>`N~#*e4-%S9s@p#WXjdjvnuqnc zDalsyEaaL*BrE#)BF{o9T;f?srAuP!N0U5)WdJNitlQ?V+d3M+#zT zz(q@=44^yXD5yzGBY>e(pBLQqfDETT&DiFnMm_y?ciC%Dh8OAcFYzlwbM6gIhch3$ zs{=G0&a5g%rhxgSo4hqh*p7P(qljsD2QBduF7b%j8=8r?uxKansuV#zdD-g8%aTls z%+i;|I8#r;2ee$RE(^sabts^bA~qT+a)B$N^kxf3L-Lt*+^C?&fne~YaP0$Wb8Gu5 zD3@?jST{QDX-N*%wqA6ounf(|u2@|>g2T9EX7Od{|N8dO-+09*9yX{0ckvx=mIqW2 z8NfZdKpA|83#WjF?=Tz(D&RZxN#asaen5U*y z9ot|9d%Pa>B0 zFwbnRzawen=x1K$j{aYgEF8TGMGKb@7+o;gDmhRT{JsvseIuy|2h`hnW{iGRQW1?U zXyl6poh&rkV6_`#hm0qA$gqnjWaN*5weB;)YuzVh456YY*|ssTec4m?BgK$rW6e!^ z`75$-F^1F`XFji&leG88nVa=6`AF$aohyts@ajl1WkR%p7b9tc^}z|S$PQwCb%Hrg zf1nsEWnVTcdHUMO#XY^P6|Fa)mi5WgKY4|F`rIqr(~p+LlqqFj;huid6~5MdhJU;& z18U*^S3q)Gj(+$Ro+tqx-| z$v^D}F7Wi#0*8U_bWG3i6(*pNU$RliFRi=69c1AZ?jY&JR{2>BC@FB;QsB0fNJq9c zB^N1B?Pu;F&tKuo(%Mj5f*t@yde~s3$Dg(ybV|F@>OANj(RsA2u}6@cqCFkaDZ+Qg zoo7WanYG~)nipO&<2$y-*=nE34uHo19=Zfdq5Hy(y}&EzzHoIE*nsW})7HQ)a9@Fg zEN6a2ed=gp^Qjp>vlphBO`ROI z*!F3rPo2s+B1B!vQe0XsHp`focoG7w&AB-kz!v8 zIUhTJ(a-!#A$PyRRi}N(veV66Z5LGwtY*o7gH3O@o?rmcH|DZ$r<)PlVFwRKPZ56GUX?D|UyNas+ zLP@vQL{Jy*11zAv@~YWPYa^(gXPMoRN*jcyS@YM-ep(MvNHQL>fF2iA0s<<2ZcH02 zs00L53ux&qvxhcL6cSLL1vEua2?(gT3eXA!m4JXsTa2fF=Bc{qBzVNHu7tDZnrzeS zW;N(n`igo{&Js32NreJP*K?(-T@TQKT=rA}r0ZYEVIfz$yuf@$+bTqdu7?qbnPbMl zSCl<7$BfkWiV_&odhF_D*dW^V3wKyYe&L@qU(edVVSWfd26EyJGscDjJzCTX3!Fy) z{%Ph-7S_*{5No#t^vQWJF2Dc6y=1kkqTjCtX=MMu{zA@E>*nB&R=Zr4zH_veD2j@< zgPPA=C9kPHBdE}0k7_yMX$yR|Ovyqutnd8*)hHo`dg!0*deA-5a9IFUYNkGZm3zrb z&HQb&1pRTTo{=^FOSu5Kkm;Dawmfr(ETU^C~EGdPt!HK#>X(id2{h+MMACn8OTT^(=>SF2B@{`AkIXqcpi>KfcdfxSYvf6Vy4QGz z*A-Og@MyMpq1ixdBS@%+8hecg3egR1p|qrK06nt!q4BiJ_?azS&h9AOw&m zPg$BgC8*RHS>lP57#XBQ_C1sUEZpAHrnqXO1lZlv=DMf_L74xzHzqYq>PHQG+-?|c z?)7t60nBq@1sDZ2VW8+k=+`NQuRuawSQ|{i!QBW^Bj~4{q0e&{!P)>~2!5IB+>a?T z6ju4ztgdJmMQbQ3oVA{;s4$T|_fIoiyXoMuqJm)LQQ_u4A-+`j)#>`n{mOUsLVjg4 z`kQ^VMy}EZzjE&%E2!jafl9vienBN)3smy8fYj#`^C7LDC?&7m+d@hdR6+tOA*Bl{ zApun&(JwN;Buc>xHKH$Yeg0Q|#FcMr-{%t}L0cd=N#@&@%q4KeL-?Ef4$1A8^m00HMr^Ml9=&!KoIlx)#m+L z$6)5BDBe0*i%d>WOLqNsqg%I}LeQ;uFakE@U?Kb_xSP4r8p!MtOJaU@O|gcoUIRH$ zRxopUsoOwSb)`9wy|UJ<5F}>xTC<@xIk+b3RAHUj-e$%Dg1~JJ5PrLe7$6GVwF@?9 z#%c2%IML7;JhEOpv-3gLWSq-xg% zFg53@)tsx6ip|k}cT5NP6l}s?m|O5sP%$IQLwN}^0>DVV1S9!ZxO{cVZ~Pc-F?BOP zMtk!&inI#jw5lH&6{<+9;6Yr*;xE*I~F_2)4*Zzmkc48jy1&5fP> z(`?V8cJXj)?lM~`+5pie3b#*LPgb~{#lF}LS$&#=#|pQCk%!yvd(1J~M8Sn234VPO zdZ)RX_dBcqwHdD!xC&pBg{{w+PiX&i6@DlS$L|Hly2(}exh$lBc~}&RfTR>7=r-rtyo1o}l}Dw@R>?uW~1k6U{D%qV0k2h7*B_CgJc zkN7oCH3E+zACH7SQGED-`K9)-c%pE(;h_1r)<=+JxO?~p>v70@B#3$WA;^!Df|<)B zB1N!vtoK3FTg^Vkkg{MZqxZLzLhmn>a(Mq|9mvt;$KexILGRzE;JfS|+FZdw*7y1i z?o3{nRJ6Xu;)$HeBH*E&rcZ$EG`a#F4*-LVPGXSJy>^4=?K5uhCDguaW`g#u04Cx4 zE#dnm6@_0EPbB=@4Ze8TaD(qMT`pM%fFd0v6zT9ykPfACjhFQHNCVL^`Ad=@2Mc z2Y@0SBoyfoZ|gvtZ7)N|PBXHqG#3Z8Cfq34fJ3pp z_?lw_t8~)#g^&Htec}9*+!uaw6241ATQ3?%zHp88#C>7K*M5Qdq1M9Hd z%Mc|C*$0=+7TQ_?AU2sI)m67>cT4$#^}S-YQ^($7Q?8gXm8^!KKjd1~DT}ZC`LWmEc-VRXKO98OnXQbPEn@P1rYThb`Py+=s(_nDM9COS2N%mF&cyW)Iv&0{1hD+;JC1wxu)pBl>vKc= zZS{VZ04re~9O9p$ML;neaIa?Mr>m6qchg!3lJs>EfAKvY$qX|J_jnQzkbD1zqSD#Y z{!LmZ@kFTG%lPB89)cuMJN?BTF6)2MW=2%-pcX2+Vu9-LphF!v(dCoziK^Hh^f|#n zHaq?=?m@>(D%$Mp;t7pQeGPc%y2~6OJ54I=FYZ18giK0;ph>A?{$dF`;7-_I4)?iH z0F&@_mhg3wio*AcCldY*bS~bD`S369I}hGN2f!j7Bo^sV=+=SK!rKC$boj&4;SWhg z9YX)M#+`Ji{I^?&>QGuzKL8f#AhAe?8&U^K3rB%KObe5Nj4ox+U)-h0!L){qyA(Mo z9aKyUKg4d>Tim65$eyj@kFRWb6l<;&T&q%-WnDL#|F6FDrZPwiEQYmrAQa!>iCdrs zzQb+RKy7@7tHnS)e21x2paH%^^ZWnv*2-$o6LKQQtrcto8nv}4ki(Kf{mryoG34NB zEw3pUx!0tV*=d4{Jl2bU^AvW{-z!1wXG;>$Ww~38~s` zu2W+{B_yCyTHRVu5ea^OBeb=j|JW+1MNU}sm$mh7AJXP}!%QL~Kt{(S8jt7_rz_5Cr5_O3u8zu&cizooWF zkc8Uhk%_?Dvrb|D_SGFf9qF!LEgX(Z*96yB-eqIM{e4}s;OAV!p&>g<;C-;6Kg#As z%^}3RgN*!ck7xmfm=x`d10q^Ib(L{5Dm@W2Kt@!?#!7gHmVwuv9=KJS2ZvR3;Us*ecKw^=?s0(sx)b-65zX{M2ghE>+S~+ zl$M|f;E^H{j}!^H>mCX^qJBi+lOo+LMY;(pb;dyPL^?bjq(frKIsgk3SFD!QbUhm_?ccxwo zr6o|&LYCgi-%>v-btX&L-U;#=)1i=M3Gj;x<8`k^2j>YtwxIQLvC;g01oVaZzc*wU zyy=_@XVR$-CO-9tLJ>}VH5-0#zP-Pl@;>DYAxVl_kkr4qHo#GXPrUw6gC-urI=@{`lH^aA53fxVLb&gJH4TJ^X(we=;S`-+F*Yzs_NXA z%~&?GCtM%>lg;hvkAOdGd-@x~pYMA5n{)1mLh8F2^W*$Yc~JwlHO}8ZB-&m6crU-l z2AbQ;-vXYt^zxg^p29zS`LC#9AHs~97WfGNg&%QW1b=%6K8An6v=+0_1b-b?zpwv6 zHC<&zef_mrPG5gLHK4NB`uZEFBUJWjUw<+}N4K$;Oc zCNq2Jkj%V{+?bJR8F}y{)N=ykp&&2tDM*?)C$NlXBYPK4*Vy-57z5NvQ|3qUM8%U3Fl?P zc$wIXDFwb<2Xlqw+$RWyrwEa_2yht}_6 r&kRlu9E85<9XJI4g3QDC0N;)kGNb%R07}eB&l{dIXX2c^!Lk1jDbY8r delta 42772 zcmc(|33v`y^go`NATzNgNNhnuBq0e>GBdBWp_IlJTB;jCNM1`ssHL=YU$m+Tx4NOa zXlc<_gW79f6I;>6QdP8;R4qm8f6lpc@606eeg41a`+J_B=Xt%EbI$$TbMM@<+-2sy z^wV$3?oWSHrhTI<{B%IM!P(g(^JnN;qtb_GjZPmsDSt-g+;QpSvW5&y&&|ykJ1&2Q zHadH3#<=lgN9WH7N*|due026O@mG2-{52$d)R>VO6Z2;y$NfqY%RZpgW6A-gJu5C!qFVS69%7f_|$|?E%?-iPaXKwg--;0 z>cOWzd>X(f5Hw zSIOqo(`zCp;+9a4=-jUply}TlM6jQ!UUd$GDPOerke^v6jz=Dr9 zB=4@k#%}}ule>~@vY)pl-_Lq(fy+7VjB0Gm*U44c#oft1wrdA8>481TouZ%2${i2m zYjVcGVOiq_j+qz-UkQg1-5!y6@~`Hf0VP94YQ z98Ip@XF}=};8z_uBs*j5kc@#tvIgR<<2NYvnbc>ouCd@_CHc>A`eZcW|8rX5ReR4%nJ^>D#w$C6LAVb7-;;RTP8Q6-^DgufgJWY$X!1nS?c{Ujq@iDUC88Da4C?Ifd> znpi;h3$WCt@aGGl#GngCP-VMZc_efKYiH#7nZswpoCAbzFHpQr2#ifntm=C8I*@45MW8Uanmo=Yi zG-oTPIvt}7XKzk5;z%I$P91h=su5ZLSx4FOU<7eZT)IBbb$6~_gs|x^Lwi9O+uKa3%zD27 zh8WDo%rIhDNSfJ8dC0*|v$4}Sc3$C>x=I#@9!AiyN*h-6y3tG>v63lo7>$%Pw(M1- zneq$?!Bxm>Mki$^FEYbhWR@&KDnT7wrJin;@@|iNSXu38^sTMYw=RwLa`;_d_(B{0 zTdvV*uF#m}{$No`Ua(3Q{ zR@K!OtFZq?Cn?Eu-Y}xE(DGM}M75hs5NM&V86DLDE?Pft;YUT`lnPdjK&X*)Q)@wq z7mUW@4kkVfW9NB}@)l?~&DL<5t>NgmqSUutmCW{5@(xu3g-F9MU4lR(4cED7-+2pf z5QRxYsF7z~)~!f|S46ojjuljHw>^Mopzn zK}Npun4$)+X7lHovF!2!t310j+tAdY)vU0)uXUAu$pHcB<1^zj+kmwOv6MN++iKiu z)}XExuGd_x1o)%iKc>tv?qLbcsH~7kA{)+(x!Qfe%B<^e!DhW})Md-QGiqt~3Q{3l zu}9xFnrUf*1X3+^A+VYyy=>NGr{6Z_X&FKyX|0i z5v#o{h-r(AI(dcuYU+g5Y{8pWf;L-lir+E1fOyJ0BNm_ry=(N=mIxl!qb%Z3s{~O% z0VCx-qn)-@FbD~VfTTXYnj*D!Tri*qi#91<9Dq1X`_ZCIIFVRlx_OZ z$Peyd3$9k!@;{XDyfI^{6gg!C3OjE&9wz)=s%GKipv4H@ ztQ`{~GLj)Ee^m+9*Md`pZaQ`<5Ds+6#hI zd=>P67Axzoyu_A&1wJ2&p;L59)oub z!mOkR1Y~4JL*gCtc)q`# z77zfpu=;8Ugh4EQwb5OKtshq#UukQE>Q2~NDM%Q$U>W7ycVIC)1d#%l5U~T-kTu3u z?PnoD&iyFwgpf;>ltb*rwMG~1iidxRDeEA11*|LK{FO`W@pVQMt+HUC?^iED_h-Z0 z@X%Twabg4)jFCs2M(cRQiCo8Lksvwqyp^V<2uTX3?LZ19ids)Wh4K_K1KX`rSaz<` zQhQXesA4F96+;^`HX8l3v4TlxqiwWj1XZ9ZqgnS&;FD(v24R6X$C~rKF-Th|cmy@i zhFT`55^5eR{vHP2TEQSF5VzHuz1etBJ1CfhRcK?K6jX^-$gwU824R7?ja7fE(Mc=6 zzQi3-mGx}QD`pF=n&40^K*eHsOJJ^gk0yo$gJA53Q8R0^8Q~Bq9GBZ}G>WRW0){9q zF=bZpUw|)vRU}-*zlc?pb=_{nX)DBNfv6qJ=505g(>jRy!Fp@4jyu3Nbz9F;4jT2f zRKY@juHL_%rf2Fy>&cfZ)mX=!#wTir^*n4#959-u5EL`8aJ^Io;!Rr{r=asL<26Og z6|m5Q2~pW_Mf2%$ky*KsuK6J{DD|T-*?y0aq&+W4STb0atjQubC)ccgm$DJ;${wSI zHrriR$z~7lHSX199rO1Z?X^!zh*aNaJmH9t8f>D`NGov5HI!(Ir!gSjV(~E8Y)0h^pQ}|X$deXKuzZ~@l{ebP|7gpC3d)PXhr5tR5>R6t7n zV=M8Gppp`y8}0jwN~l#f()?IzQ60Et^aMbW77~iIxaQV^LU9gJC=@H{@-9*&7Q;(M zV(G5{3nTHz*a6w4Bk{+q`7a_8cVKINab}U%e=$aDLq&U>a6CwmC>)2djmN>Ta|DsX zu@HfUjrYu2?A{Ybj`o6(Aa6Z=BZbAlsT*MyJy_|bz3X8!&Q_;xXv4q++38423s0-Hj{d%qb^Yc+xGc;+@|V1Cs=kkB(j4nOaV z(Lfh+ZjaN#EvVMq#Dj;B#2ep~^=fIgX3KszdPLN)rD3u;ez5-rgtI1m#kKqli#>86 z*`JZgw;fCf)EzoOdYq0udobd)33wQ zN~EO(sp*@zJNrgRQ|-&C_DI&N*my?UD_CT|J2!Dpwo_2aeou)jvftyIXnhgAShdr@ zaocVvwB-$>x(Ya8ykSA2Alk0F4K&0xq0PVyv*Ot6!Dc6|%J+5`QvJc-^ZJ7YmFjOO zuBiS7-*f+QbrX59YSF+gO9#NB*?{FK4OE&9boEd>m%x1B?wI71q<++}pzrx|+-B(7swXXd(dffeuxEEVb;F z$d2DIMrrSgmN?#s2@-juP`2nFu&G6YNZv?@*pq{MZW@`|8X-Y$V&(TdN&n`1MowhE zhr9QC?nI6Ys&FDIaB#;&`%`epivX3p2%wP{5%qH~63V@ZB!U;|6A>yMNZ4k$#d!H* zzW*{LnhJ`0)fLIte0mm6A1oudLRRnTayYmm4i zHB&e9oXjm_FLvd)1(j6RCeWk*bjoxnZ{$+9X;` zIgIFf=`G}NM{fZ+Obk{tp>z%t!#=EH;%dU>D&_;v%md@;>7Nh(!)n8a@HI8x{}KQC zgnupKU!U`@CG?dU3EPqWz2JHL(J;#WMfex4-ue&XUpSle|A2pC`1c>fztDuo`tgF7x1rD{OddZwU&Rahp$w{zX87j{2SrRzZw3U3gfg-zJELX2>?6! z*KYXg>EFXI_TdHE{A%`Pyswpp`jQJ66k@j4^2CiI-zRvs@4FgePSrjY66E_9ZsERf z-WFCEYWC39dbq1NH*nq-J5M{{VefMaldBWep{wi2A_9G3dA+w(U>mBNiH@3-H&v`* zj@EGdf;69A!(6NdY_+e*q~Vt^UN1um{c!3BD`OjYBit6i5_0cMDL#8w`o59vE)e42FR#_Npg(G30UJO=BJAxPO zeu0*Yej$e^?u>MJ(jEW>9bQ9F!auyU!)wTjqRk#HgV1~;GMm7S#w5QbdMn&r@-Iej zg)=~ZU-VX(b@^WfZ{^QtX^qYG>bu)qJC5yROig`z8|^q&{RJGG+;IfrtQhk*b=5Y$ z<+upd`3nByTaG(o&B|C1WD;1pIJ2*QheJ% zR32HxY$br7%HiihPRT-{YYaCAY)NM6*CaP-gAuR%#qSHO>Z%t($*o35z0!6XD4;{q zI*`yH_^Olsx-2y-&uS7_$NwtVn)aih9vb=+wv$WHcS>PWW1Fo89{$jOk-VtqK*eL* z$v*XClAQB{5l`np^uHY1UvRT8aZP(~Z_6U{%w{U6NvRD$pq08Hihcs|A6yE820}r! zP2K6Xlda5n*S&@QtrZyOFV9*en>Cg4tZTB_1Fc}ei)Q<(r%RhpA`3Olm3q4!Vpx)C z_~a#;2INtVO|yaifTYsccZ6s=ex7Nr(4UYZWB`w_^dz%x9&T&&W6LeGv;L$M$ob2N z#NBTt7lo>`neQ9n${1Nd?YD#V7;E&_XUP%>slL90raSrv4jBvy$vD^17fbTVQ4kG) zOsn<%SV$Z5L4A|t64p8!Yo9|#EFcrsPm)YnK(?{wwlyEuuShOoU9zzPc8Z=v16P4e zSd}H2uz+l1#kV)p^k~VYZi{5g+ncd^l0!wP$ekRjy(A-)63KGfnz7iw9n4hyA;~19 zG>$abp(0Y6jg&3Pgp?+bl2XhL`iqiDNY8SlJco)%&)P`yC7F<(B_zCsgO-^?^a9Bx zsINKHW`~MUU+-jV=9#VaB1tBwuO$?@LTAu9t}uqXLWf1JutjHZg)!0<-UL{G44c~7 zjMEKy>&O)z>}<}}19pk~2L2(QWu;jbYcU;8L?7>B-lzX7l_ED)Lkg3B2;IfglxDjq zP0?FOHhL&EVHeL+TJPfS>E=#0eXi9>je~1QRrF{nj;^U(9e)(yV5S1NX!S}JHs}Gf zx1KKLsMaT_R@b>S{V6Fxu4%$9?wTe@vg4X&Iy7)i>Wp191EZsAD(FXk3CfdSa>}D$ zQpbUIn6%{V!lWffUn8NY)|GaxDVXXS$F1~iOAK30`pU?r& zaN4Jz@fHU%&inLhUhyqUqweFtXd}U0u&IEQDtpl*AUS=~r)mysWZr->@z2t{WfIeO}s0ziYagK`AxH`Mt zx2-WA?bBbBHBj5Y#<6YBN-DMO9eGJ@V^$Qu``kY1uwHFxBofWG^|g5^Cfq zyOE`kP5!oV2nh(lLN}6NY2YxeB|4mXU zX?BDtX|6rOoUH#NMJPSG%G-vs#^SxS!KjDs6T=Alj%UqP*n*KFYp#fY$D%Z4%n4E& z@zl6|JY)7bWX!jKOqppHNv3=&jxEdPSop|@{aPk_l^o#KOl& z^fx4zuwJ#X-gU@`1!TfnB*}#Js>Gr^(CJ4f4~*q`pu?g(u;*CF17l?#SOl>CSoZE% zvx#0LJD&2uD`U-7`VX>N$^%d2n$PJ6C5^JbKjbClVQ2U8?5}(w&;Ei6#m%DZFR+kj zf1!mu`zzW<*`IQU-#|Pqso#=__T=;iGVQ~XfKLPZH|Q^THbJ)}K2@Jwh}FB(z&=ud z0z*$$JP`szPf2yMz+nyzBj1ohR~86*QWn^=kXxWroXf=$?fryca}iicXw2BEsl=V zuo<3)*-79HSp~K3Z{E7UC6!uNsYu*-@^Cs+o&ygq8dn9lB^r0~8>5C|x2>V4u==;% zwtGBerMVZg)m<^EWsZK-vSM$`Cyk>5 zz!9RQ!;1UG;34N2w4d*L1n%eShEb9owbe>s*{{H=VKYgiBK7w3RYNF3F4C#MaglM{ zMLH~UktbgT7a1pAWIw?5$FXLwfs6cADh)33ZT&G>B`g@WhqJr)&M+J5nUX5j1l6JY zxz`)JpDzgZW3^v5KMRENv>@o=O*DG zhL!m`P^JI1(u24Tdn=!>2cFC~X$&`;ZLSXOjv7W}R1+5(W)uL@JOLR`D?B@TY0jy3_juqGWaAB zyYr4Kw`%>aIZe-(okkY*ro1GJ^0DyuV1aCbq>@EBLU68YoW4SG$vl=H;1>180rvV8 z^ImXKo($RxK2BYzBY#`K5nxPm29@#0y8?Q9onq>bg)kvF|mB?jRj^4{dK7wAQ^g;Ib_b@xGTs=FoGnS-5nXqXS3JV>TW$3)Kn%N@Sk@nfQZ zMuzL4k>TzDWidP2dXR7I(L5>SkQfc5NTowukxG(Gu{K&>Qml<)=^vXBc_GP_)awWN zY0(&vD6Ign z6!zENmLh0oNO+0ZH}KsL1EFt?!Mogre|^a<>a zIi+nHv|GO3Wz+38xNLgj1~Xe9B%4Jx{g}K&n+|RRBb4tVvjw-{%^=UbZ3OG1qzqZO zQ-myh$40ZOK3$5CK~4RE2kl8eu#04k;=!B%fXphhPc(jE! z7tiKfY7N$Fp%JA2EG5Y1{+5?G;+0|+y4s9l^A{US)hb80-Gv+x1BmRd5}UQ%G}Jmr zxXm5=f!myhWZUM-$r85BDQv+GJn{kEh|gVKgnq-NgcK=9=GOiQ&#v(?Nc|znqY<8V zgj-sgBs*a<%c0@Y-Z0c8f^Ar2wy8D(Snkmc+LE~e-12Hxm?lfo;O@!Q1U-bBG>Dxp zqe1NSyFG}fU?uOA9>i0Qu)%v=gZSbe*C1}P*L+R?TGmg4c&WUkz|@w7?1S8IgQU{1 zb%bcx&fW)Z_MjA@zywP^+wH)#`v@CTXx^`%_ez}cNKjx3I4W*44gK3k_}H%Oka27S znF3QCNv5$4WE$I09gS^ANgCU2`Pg=-G`86R7~5^-*zN?7{2cvlB3PZ$4S z-lyi^(~yt?j*`+iieX>W4=|Vl0xXS>{zv&R{#*)Dt)Eh@6g86B+M{MaeX|sxvAp3Z zAIlpgnZ`2hl^k(sm;xR;>ZE|jfaM;`o!Ek(%o-}7(LTu~Z%H7->QrMkD8*M-|If?2 zMX0grA4hpc7jW!u$m^eg;~h1C?b>4UAV+(7QO9_65y&xjMXvY@4DHt5(tu1c$LSa} zOLZ;uJ7%-1kMe9*Id1mUAC*O^Px~L^ecE4=oj%QWXxOJCOX!#b?9%3hwpiLXjm@zIxCm-zi2lT=4tON|W4!@h>IHddk&V6oi6|>v_>b&#Mc#e4moLlps zz`yXop8r?;3y*sE&){FU*zZ4wf8m;z{{sF6Z@3HaU&g=QJn#(sc?JK(G}?a+|H1(8 z{|Em zra5G6B# z$8`CKr}U!I4Re8B?`J`y^y1_VNT=&a8l@LW@{$65v!8i-k@_=FFM3EerWdduUwjKP z;z5^;Mr!|`d5Y15R+*H}$ZDde$O3kr3@^KcB6%%NR#yR>l8pGDd6Mz8l%=|#qPpGN zZf{Ega^3kq^MIHy$rKRr1!4LUhlUCBXI#YzKm}fBsI=aks7zZRO9R|xc0IRY@yPc6$Qe3rdmrX zHL#Doqz3l#DDq(0inRWPw=L6Kwl&+RSe^8VUg~%c;^Z$)G`x_@;xek z)A$jrg%Y2dHIFxIo}^N<3gjg<>l=>}tIAYDoo6>|kGJeR-mIU!)MFmR<7FZ$^LVoy z-Kbgbm24KH(@ENKF;ZwimOIX^p`0W;>0yLJ!}PHBah}eI@lzkzWsDy{q_q1UZ)qT7 zen{t&QoOA8C4f8K6`0b){@&7V;Nf1@&=SB|Wda96+v$YTR8MIl;|Zl#J!F;F*HM4R zOJ*hNdaum7uryhh)8BZrROL9&Iqeb1DCgWFYoJ@T(Y{q1C7H(HQF%$Gf4GDmKbEZr zfRP>!80oRDgdVg|U+#ow$ON3=Lnc6yX~@uFsag&VhfLTB?~thj>@tQ7Ad)f;A}RB) zqYOL_Jzno5!Kptw*m`u3WJizw4h{8qu!J51%GLuANe>5+^k{oR-W*!jgBPZXUpYvY88d5qK*XPbnKhn~@^8b; z8n?&&M=`U;Jw|^DX4aHmKa786;eSu!f6w86xMAQQhIuwFGx~dBo{eiY{tqF~_T!8p zBeOm}Mia^U*S0=U7oKpQ^9fEQb?W%%pWs`9*>$YSDqPUxJD=CFa@CC|_;WtXuv1sV zfBZS0F?C&ni|blL^q=`n*#Y+rpYu5?FDbk3&HNEoynbF%DZ6%rP9|ET^#3H6QmC6J zcw&9+1Y6R~dO)vnl13`jKIXWmo`48J1IZdJ8L4 z>CKZXhf2xStp--Rklr$v>JO0q-mGh+)k;4sb){TtaisOU{?YU@w(Eb*t4 zJWKpVvS|_O7~CazJFR;5BwtVMf0CchKMdEn3bkK~+pAFf00&p00GDiX4cvWLObxGk z${rMGTC)QJ_+w*v>5s&!l}_=6)zo*bj(Q^@$0*{%%Qu@qBGW)p!Mk+PP3ICb#8ym+ zhj;tn6NS}$z;Zh`P?(lf8=T@^#X&-^0xx}rqA{p~(3U)i(`V#CoI!*h1fC#zfbEI5 zYAO$~-{P$vXo&O#Q6RV!`2Zderzco%>C>gIWN%aDCD~gV%TBbK>2F9X*_$Io_V%IV zqCqJiP;>FQA@!Y8+~ihzB-C$Cag*EPkkRCTOeVKqlF8(NOeP0lWO7dJWO8ZTB#qH+o89^V-g~B3+fx4VgOIYOe41h(gP%w6UUHl5l(DYcxP1?xW;QW|P}kcl19! z#nrRFvZZZdV4am@c$Zg8{a<-W{uQJiZU=+GC3OJ2!l&&lL$7jLj6oEQMG_ST>!d22wT9MD0c9PkrcM^HlONbcI{DRS421A;Ea<=2C!*}yJVxC-ABx>((% z!>&-mVN*KQ{(dW0ulSo7Fyys^@tFc~7QpsyOLbL|?dRHq;Pmm&%3&s7$ zQ>EzN_+j*pUUvK6xZm#OkkM}gnbraylVtSUuoAcY0V`GoEc}fFeZ1tt6ojv5js-mY zse^1@ExfVzt5mCl{-%_iUIb6P+m*gAsdOx3hF$6Bl1!D(ph^KLrUxKxluT;gS{rJw zLq`39O#1&Q$pi)O;RO8w3clzi%(~Nqw4C-{rqxs#$it7rf_qwnJ=M#Kj!MVy<6cf1 zDB}^a2C@ykAh?#3)lv#ruebG*uAdS2H{~EWiS50?Ktm-BorI#Z+G#*_B%xwE1Dx_4 zJaxD<&1$Px5M>JfPP2j(Jx*LR@*NR zw>${BWgm~E8h3`h2?y0mil#jTqC-5Q@cR9Q4_WP)c)AF10lBVU?&q&u3dK*}7*OSgy6#MF_9tU>Y;m4mmim(pTz*;)V|weCp|fC^-4-HRTw@?2@$m+y*8t#kCG z?7A}o@Z)v7fibLmy5-ZC%X+AlU)ZhuLXxSKTjV9Ra#Lw-ww0|7;881o^Z=+prdIyp zAuDG~<6gKcF16CpGwMNjeTKV@v`Ki>9@H>u#h|7z;9hD5AZGvw(&hU zuk(ZyCRhH*SstnS(|3J*N51X=IPQ56ch3$B-SeC*m>dj}&iF-u_77q`vLI%fvKn&6 z3$m3 z>#s=B;t|#geT}>%v~44;cKT*XLtWH0XIbk}P|^`4@A(}{aqsD1Lef?F>h^OoZ9VeG;C=|JM^C8M!TKa3kUMog?7w3b4qO$PP?`7oYqixCNId zS*;a4_`J9SG)z;UvbyQjB#lyxV7B8am~WMktTM%VU2jxUvT%x(>5?Q1Y~>MBgU|Eq z!oh>-WCZ(tDr6U(J)-baFTST?rshbJeds8}?L)SPXBX+RIGM#0=XrMV)Ons=OqFc1 zh)L(UMZ9#LTg0_a*Rj0PM`F94S;;?eUwz4%fJQnibzT06ZMeZ=ac zZe1Cd#9gNR;|`(5s+Z35bFt-sT?TR>C`h{~wLHa%jJqg}J!F+v*ildRlJEJ0Zy1Qm z%(5%P;uH^^UZI?3BXm0EH0#du15q?p93-ot4t?wo-l304GEEi7IhWX%IVBW%@-B)1 z8Y$wSks<^Bkcv=T{>~l^aJ$85pt$UeN%D`5iK2gmqy3lgHhv2(vBWPSK>t*GjZY{4 z*Qa@IHLE*69`}R1*Ayh2 zaug&cybi(U4=F;P`}aS1PV(y?+_5WvimHhH?;ku$RB_1Y*nv!ry{;saV+S%hb^xPu zA@@i&fi?S+gLQDo00uu3I{!^8QSUCPgayI^i-LsH777x*c#v?Y6eJqH1yk6*7$n?N zSnMx;n3`C<*zmVtsS7uBc&Ad-*zuONUY{&=0B5&EpCB*0o3+lyB8#Pv={8-D_JVN+->+Ch1>#N(X`nuR30kzCZMSV7WbXUp~JC zAaYd>5V@+R7r3j61vc)o=15?wew1DPC`qRHL%Y2%I5gDZS<)d^efR>OkG@p49)L)C zIEbW&pX;H-vgz|+UnCkXq5JSR{pMNr+q$6($!j|Ik-VleMA2))W0ntN#UFx`D&aLB zW;5nnJ=)F3A?<9k?uJW0?z8yEpu@u@JpWBx9mH9ZKM@@s=B@tL;PCwSvG4`fa<%A! z+#;>4?!AD|WxgBu%LRqa8|tgeR(@!;3_Jr@8;ALtv51A1rv7q)#VoWMJ2F`dEi>@C zTc#nD2UE)oBok1YxmI=sCr=p^Td7`ZYkN-?DyGLYGe3f@R=A*CdErOaM791!z9(Dx zBIsNb{^NVHqd#^De)h37PHPQ3Fz*Uy#jbr~jnW$ zIN&6HX2oa=1Sfro)kOs=dO)Qw+xeN*M_VbFq{cTk*cKO+g8>Jh{nGXe4uJvH2J5@n z>Z+X+OalAO2D|2>axmcFbU+KdWcMb40o4X8Tmqg{^ckSEu==sf_xP$o=h6?%2o{^Q z#|mR#egQfBNa>9e0MtK{-TDG@_?C9n7a4iuhrYBP)$S3MMy-K+QTU~msI+DOeQCvM z?F9#JZXMR*X`?DzQqHUm=b&U zA(w?+Vbzr`^QtQe>c+odjzzzJ(nyf7YBlmQ&wsC7;>mVn;JRJ8tqwd>TD%&b(vf(m z4LpdUU*^7CsFJnHYOD1WHBc`+V5{(-U!j@# zHINqDZ7sG7s?#AS1c_Anxr8dG%2q`MKwJaVu6arW6_)_D3dQ!oAk4sG@BP+*Th{&F z&YLH7w41lZX&#+S+Qf~e_p?SNc&n+f6^xmhuwHaA^rLISl^_9sQ~`$EosFZF{ z!PElc2_7v73xhZ+j~48;LsZ^^I&IjSx2+1S>hns)*{SfJfqLIti?l~X>zr`X&nDU7 zWIT)7Y}MC>y98TmLWYNvcQ!*{dP)e8>zz={^Y7eZ)_k1RTbt$KzFy2j#s@Accg(;c z$Gli@$T0(zl4d~rYpZpiwn=cQu5~urJ{Ogv0f*3j5*$JUszAftFzu?~g8$;bI`bDG z;%3+-rxo<8ZXti!V*%?$o8Dr@YV}-1sy49FU-pl>H5DwXx6)s-UP}E%CthTncqnf{Llah+nR4ugPwbvvG zszJdq!14%=)ZTN;G(Zr_r@V&@yx3VqRvYaLcR9p9R%F%nVAp2h`$36yB?Tw!htTgu z+`QjvtnDi)*x*13ZELdu2Ov8-QBrXG0c%VN!~qAb23m1R!7mS5tzCi`vF&cgSAB?X zrihIz!l_#2EB27XkQp3|R}p?F!WJYdv$R;jCC}LC3XfWi1l0+cZ3GFum}0T0Bd`}G zUZ4zb6`^DDP@ZC@ERS9bVrC?Y$EfwL@OX)?(!;7#k!Zaz|Dc9PShqh^1?EaVc|IaM;HJF zp5jETk$3z|?I1VZuCSwa&`ni}N>_Hc%*wDl^{MO`yHC?)pVG7N%YL>xXm>;%)Tg)X zKD{NV5a;gKs{d_|2kK7vt*WEor$kqV0kd>hDz~t~)!DMHzPefycX<`+pdjaSQx(ID z+NMlYEK4nu`q?eJAzOwKoPO7BsDQ_YDTCO8lUBGkND!%A6U7y^3*4Z)U6ae!V9?)O z1Bqm7@Hm#{PYA%6r9fK;m1@AIC7GIXg#s=7jtG(P7rR5H;YstFWx-5#jHOf$l^)g2 z3$NW1@AszCbJm`$?P;rrMu8VBmCZVBb%oem@Z)K#xuWeB&2-}JcAI3!+n3p}GcXl6 z>Jn_J2^oyHGqnqXM_~vyBe1o2#_zYk*}C7M^1!S1AR&P}Qb79+N`iNt&y+EENc60g ztkrhQs$o}o+yyiHnc_%NKSl=nXq?!tam7D=+iFDOfyk-ucstj(=?h+$i_D*~>_v zmwpfnFYRApV!eZWHCe_5D@5NS?+Q)aKDq$?{<+W!nv1{Sxfx}6fc#XjCSSC+Xa(Ym z0`8zo)%K&YGxG6oZJZ3I-9O ziYtixDKIIBoWm>99)n0P_GLp~SFOS|d&rRQQLphxq6#Y6XdQ7yHd>SAT($U5KSlt< z?RQ?|@dQxFLr4^~Pnh-Gxyolfx3BVmax~hPrgahEq(DbofsTSo3OpjNNP+&SK%AO* zjmMG4%2oo9NC}B#JBbchnmY-h$EQ_%hW3J}gY=kg>oHwWNsqbWiu9P{)#Kf=^#CN& zLn7IFJY7l;a+#Y&6{N-nTa68ZN@^StSER-vuNue7Rs)bo4T)r{vDTvo?ScFQw+R1AXm6uoJmoJPWA)SJ>V_ zUrW8QU4uQLXi?7hns!mtYCFPcyylMZ55ZE)`<7|9#1%Qh1Lb{#T|9ON_OZMwf|dl9#OzIU#FYrZ_i395z++b<^$_;HY&V$kTkuX&(Au7og|` zmk%By5Xc7)!m9{B6mj|BsX~NoeiFR9wh62mO%hbH`B~x$ZC-ujhTKJ{mIoZS6NYxu zN*Lgf#Y-I93qN^-d*R$0E-$=Rz>^BAY!y}sDydK;u1JNwq(ZFv5#)VvsIA(8yQl$J zq=v+@)%doA8svm;iz-Ns8@3uZ1eMeX`Ntkeq(J7jmH6)g;##KiR z=chc|h$=`8^B;agOhF|zdWkDiqk9Q8((a-LV9}aWhNm=8DIFj0p^hzqIpOY@)HJD| z-LzK!$Qw<5eGD`e{raFAJQ04Jy;;K-6Dr579GQ+=mrlUV3$ODL-s_#E-8$Ta=3&0> z!mp!YaKFAT%tsp^;MXUx`@(%IwH>0VPC~rJCfUCIRmZnSdVTw0SJ{@DD8_yJnVP;_ z?Yt16tnm z=SWfx+)YSQeVsuHbKrh1D$jvCv!c4bWNnCGkZT8Va_yizxpvW7w`+fuyLQ3iu6A^uha-+FDCxFWo66j9O)wAK$qxhv-3I!&_Dlm_<>uv zk;6Qykt;e0{f4fn=q67w_uk|wro89!&N{wGj#@V_ymlBWx3{z}3S$kL`g&BcQ%rkY zmbQ^^2m#8U|K_6x z7b7m;VjDlTEUn6I+ser81>ffG6S(~s!BT#-hZ}jDJH;dyl_$Kwp}pkxfqO`-3gf4gQZT3+sUvvq>+prI@N#>vdfk(c-w#os#X2h9ulPC8PgZ9)s!UAFc<|WA#cr+8pA2s>xK_@BrRXX z5=B>7uyq^fE~->zb$!0xCFExKKxLm>&Z#1d<(R&3*ObxG4kJ+&EX9u_iB?b~%FrGX zco>D$KL7F!_3VH7hI)?Ris=a7P*+F&%cmnx{mYLfjbik=<}A2`V@X<=*ZYs4LYT34(L?^TM*zi|%4}JRFHZgS zU%rx44VdoeYij~V4vT~HlOdI=I~(%q{`TG^Ta9BE>T zvbH9z{*!&;?4eH_xnKS43)?RM2kQ zS5Dg~dsu2)2aJDV9kg{W>=fN8ZJi4*iG+&O`Riaz#|e_Z0Ajj-(?9HXs_#9u!yS3zti0aYJ^f@3BiUveUECBfCs)lgH7*? zr-LG_+WL5#bcY}PdWRkD>5J1|^a!5tn{GioGMl&W>n5(UwEeuVm#>lX4#guEi;kZr z^!9ZOc}K>dB>?Y#hdtffm!yxC3Q+v{rMGW__LZyp+U!JvQjNWw=9{i974*v%WPDflpLfWC27)@Q z)q}p6sAC{WK_f6A@=@1eJfvg4-C^|Oym=4$8kJK6)PTIGxNxl;{2@BE6ZHMGejGlq zN`RVI^l(dpf9)Y(;|3C5dAv+;Jj=*NA2PzV!!DI;vljKu>dFDsy8*ilKVOgS#Nn!J z;56KT(na3@3x9{!=~hC8=Wc?S+TT|l-s~FQ-`4}j#sB&kc_gNx13*=OBm4`8l1NDZ z|DF!-0Y6>87RCj9{jY!K9&Qi4!x1&&cZ(hqn#=Y*>}#kEcipBsjE1x$NT?RsJtr65>oy^P6%X*$&+9!*Q*-I>dvvFyGxF#1k?*i*46LA#5((_ZLB6(HJvaZY&ea2JD{9_?lo~pG+l|NPF|{PO94kC# z)nK#Ief>jQ0^J?V-lZIaP*NIIccI`3Vvw#$?%zQ>C5mngs;ak zd=21hN`^0%%hb#3krS)FCgmCq^EI|PEMu5&fclLm zA44=~(fGlvXoN3J{ZV0QBYaWtcn}wQb%d{8oFg>e{}EupYoumWosd0t=#cF3qsJxU zU%C1IqYB$M!dLT|^8h*C{|U+Y7x6EAH7sa=Z?8(v^?%MW{9CcNzsLW|uZEsf@xM9S z;J-Zl?*lxo{Vx8u8;^SL!2eofkDK`4dMvhvs#@ZLd&U0@V!c8*uMoy7RQ?qz`wEqN zWqf8Nw1KM5tVs1{HszHDp$=3jzNL#-ibu(Lr5NL>Qa_Fa{=!>)8JF7!J_z08{~A<+ z_O9Sx1^jCj|N4%9{U7;2W{vW_1cwVYjPk{(pBr~7vUYESOgPZ+-@5KC{ diff --git a/doc/_build/html/.doctrees/environment.pickle b/doc/_build/html/.doctrees/environment.pickle index 06556a5fb4dc098fd819ab2811c94daee7a6d3a9..981c093938f34e2b716bc60e0deaf9069960350c 100644 GIT binary patch delta 5221 zcmbVQYitzP6=r!E9GrxJjR`hfuPMxey{7o8iME)O2K->N4cN4V8agwcy}KSfJG0Ep zVjM!2s6Qe#j@ops+^VDxQbm!7QX%ofRis8rlpmGas8x$v^^rDe`bhhu3aa{}6+imj zJCEJPK$TiP_U@c}&pr1$=Y03v`S91jNPKkhdgAI{a-v1I%%ZJ(3-c|8Qz~2R+`|0I zDaWz!K&qU=!u&da+GToPwH!l-Vy#)yi>9r+a|`opY{zAO#kCja+dN? zGrF_3eT-DN9`x0{k0!Jdu6oy%iUwoc8?_>%ONWuD(b& zb&xj5y^#AL_e0i09)N6sY=pE!Iv|@Mosi9t2O(P^U65|bR>(F8f%HI zAUh!nBn8<8*$wG~^h45+0mvT6Cl|ZN_UdmY{=8Ui89e{v<<`N)n?E1ims#6N!XKVk zLpSlq+h}L1k9gC1o~h-tx>aFApL1*$Ju*!BRnAIf_@y0mJAb~7Cfi~=!W_S`gKm8& zniHC7v>B;jE_iI1v4O>R+vx7K%WrImi%S$URE4s|{Ovmmon0{bE$rLKK zk8eWa|fC%-e4sGYd z!}L={F-`pRl3@{rU??fbSl%`k%+{wY=83iX129FFA?l%v!kEXbLRv0Lh60QH{4m|k ze>h6JHW1y;69+K4>BwJxpo4bs?)L`o;p*=OSGB8pKCcR;TtJb7Q~bbT+R0yijBZ(c zcbH}q>yYU2I=pj~y7x9dNwxBx37Y0_jM7r`(4AxSwQ8Of$SunVYp{SS$dCz9q!aj< z%1GeFt^odlav517wk~!ja|k;pzJsihzOp>IEoxKP17S8umU*dkGPx-kn>7oK`#5uR zu!}!5MmJUEl1FY`%4KINCMu+1!MIKeu2UjSMWUoWP3kKNi{d9)2BX73ybt87DpGX- zg-~{oa~@Il>SWmT$C+2Le3`Q{ko_}k4tw-P4qzYgCWP6B2ysMc7k|2kw(x(9(ALvU zF_B$w!RM&egv)r^vVomdTr5 z+0y4^9UZQe=a4M}M=QE362)*Gpx>Af>7b?sE}s>7Qnm`gK0z+UqS!R3K~#vWkF@k2wR%wvvdByv|qA9KMUw3ENd>dh(WePoQhwr z_-S%%8Z?RDFqNx$GQ|uX2Ldbw?h8|@uw@B0589Esf0`yvO{fEwYQRX)_pIqpV+jl zot{s|m?twLKA~NSoRYc_O$osx0x^EN72NrHj=r^emDF?l7)|#gJ^oim!e2T@zm#a@ zH;&T5YQr%q2`6R|dANlrArHO2CA{+J*g$wrh7==)NMA)S zi%ci}{i2=FODtwDz6VLn_l?v2L(!3g%1`HYU!Md@ZYg;xU9rtG6{eJQa2rH*T!eY( zm|Fpf`Hm_MMumTKoT_~O^K?Cb`+IZ)-!(xW=6@GoFHX>8OL&U%mnZ0t7Tdo-pI=^; zN0eAW#om;NL{p@HKM26^$x{;c-~d6c96IN_s4NtfrkxklGBG9>08t5yC=L^m)dJJt zaE;&y5803^4j2Y2S3%Rd9ox7CaoM>HL|CI)LSKV5Ljo^5=*K)#aDk-6R}ob#+o;_z z6ipM6bMajq4w~q=WM3dQmnP%8YR z6BU|1h=>gfhf=cIg4l^FjF3$mj#VkyUj0Z$%HbKBjAZ0-l3<0#Z}sWp(R{)zWKvRW zs(yk6EJMz_QPQBS(DV6VN;@XjQC(-&Q*0ocN6z!t z_RzJ}JHXB&Y?W1W&05l`r<*mrAdt8BH9(XusF4O0QhqL@XS z@o{RUxmmt*#XLF|^=0U@g81Gk{o;1#?)euFi=t9bz$hp&-->K+NFgQ4p`=w6y*{>| zJcT-nAIsK1cpCG(uu;#o`szz#3I2*#4mf`)^dY;e{K^ybdi6F}uG`+OZKFyt? zrbX!uYLK_3Isr*fL~jz)z95~5R|4Wu1IlS25@`huf^@Utj@C>dNFS8g9SB!0jD*G@ zag*rgUq1osW>F>d5Y(_xO^&j8YOY64r=fz1a%_1 z6e#?a6ZCLPDoAer)5qx+-tk5HK~;Jp&E9giB_9W5WUy?oi6WYr__i4Gb3lSA(Rtm9 z*<(N#R{#?SgEMQRJ~0L4b$2L(f(+~NwotAV`N*@Av@7%f1IgD+(r+g+{MAX?J#{EM zhBprD$Lz58N~`iNrUow=vf1nu)SV6LrVC*>DxdW*YF&L)u^4J9*(YB-NjI-}D*H6= z!iT<#*{@*emio{oU067CK6{Bje3FtC-^zZ6PoAXRPh8HvjHzqmsSBr{ODtQK9g>eX zsD{H_BYK^qimOIw>6Ppi%)2idV3>`{*Rxmo&rYKEzLvd?QEg3^w$Q+@vL8X!URUAD zEMCo-;+36zN0a?$E+Jmgv^CX5pv$dHw6dBXW?vTd3_#fGK$?vcb|@f3aLtN#VD^V0$V delta 1022 zcmZA0Z)_7~90%}SyKZY)*KJU?Zgkwrpp@ZY+Yb%M0%U<+c{Uw}03n&j(cZSQ_O4uS zGpG?o2`^{@dQE<>_?Hk80tq@}?uE)5i7)(<5Kst+FEvD5)C3YHnz>g-S!Ri-i3 z=~rHMd`gG2F}c$DDH(E9rOJ7rgi)_|;>oa+P~yl!PB9sA-cdR~N=2RXN{=&@?07$# zIu=by-~lgGf)A>o8fw4~0ayUF5QI7iK|M4;BP@hP5QfFj1kDhE7HEYf5QR2a3No}q z43hSoS(4d54PAg=yN$4g08-Po}A#^Qh`q%esM&OHTv>fs8&P^H71p?gttj@$i!| zx>pmBal~RVUTe@|KAR^$tK+oYH#6>D94DU?lI@8?PVbs;^%`_~Zx2?ZF=dSC)=w;sk!TH)r=#92FP1yFks}i(-lg3M9uq6JMb*SRB(bx>`^twcNy9^Vi~gL=paE UoFe@6L#p;(7q{F$3iRHIXCnk+F8}}l diff --git a/doc/_build/html/_modules/moderndive/infer/core.html b/doc/_build/html/_modules/moderndive/infer/core.html index 8170b7c..f1820d0 100644 --- a/doc/_build/html/_modules/moderndive/infer/core.html +++ b/doc/_build/html/_modules/moderndive/infer/core.html @@ -684,10 +684,14 @@

Source code for moderndive.infer.core

 
         return get_fit_p_value(self, obs_stat=obs_stat, direction=direction)
 
-    def visualize(self, bins: int = 20, *, engine: str = "plotly"):
+    def visualize(
+        self, bins: int = 20, *, engine: str = "plotly", shade_pvalue=None, shade_ci=None
+    ):
         from .viz import visualize_fit
 
-        return visualize_fit(self, bins=bins, engine=engine)
+ return visualize_fit( + self, bins=bins, engine=engine, shade_pvalue=shade_pvalue, shade_ci=shade_ci + ) diff --git a/doc/_build/html/_modules/moderndive/infer/viz.html b/doc/_build/html/_modules/moderndive/infer/viz.html index a4e985f..b1b4f76 100644 --- a/doc/_build/html/_modules/moderndive/infer/viz.html +++ b/doc/_build/html/_modules/moderndive/infer/viz.html @@ -273,7 +273,14 @@

Source code for moderndive.infer.viz

 
 @dataclass(frozen=True)
 class ShadeSpec:
-    """Engine-neutral description of a shading layer (p-value tail or CI)."""
+    """Engine-neutral description of a shading layer (p-value tail or CI).
+
+    For a single-panel plot the scalar fields are used. For a faceted
+    regression-fit plot (:func:`visualize_fit`), ``per_term`` holds one value per
+    term so each facet is shaded independently — a tuple of ``(term, payload)``
+    pairs where ``payload`` is the observed statistic (p-value) or a
+    ``(lower, upper)`` pair (confidence interval).
+    """
 
     kind: str  # "p_value" | "confidence_interval"
     obs_stat: float | None = None
@@ -281,6 +288,7 @@ 

Source code for moderndive.infer.viz

     lower: float | None = None
     upper: float | None = None
     color: str | None = None
+    per_term: tuple | None = None
 
 
 class InferPlot:
@@ -291,11 +299,15 @@ 

Source code for moderndive.infer.viz

     raw ``ggplot`` is also available via :attr:`gg`.
     """
 
-    def __init__(self, figure, engine: str):
+    def __init__(self, figure, engine: str, terms: list[str] | None = None):
         self.figure = figure
         self.engine = engine
+        # Facet terms for a regression-fit plot (enables per-facet shading).
+        self.terms = terms
 
     def __add__(self, other):
+        if isinstance(other, ShadeSpec) and other.per_term is not None:
+            return self._add_per_facet(other)
         if self.engine == "plotnine":
             from . import _plotnine as P
 
@@ -305,19 +317,36 @@ 

Source code for moderndive.infer.viz

                     if other.kind == "p_value"
                     else P.shade_ci_layers(other)
                 )
-                return InferPlot(self.figure + layers, "plotnine")
+                return InferPlot(self.figure + layers, "plotnine", self.terms)
             # Any other plotnine object/layer/list.
-            return InferPlot(self.figure + other, "plotnine")
+            return InferPlot(self.figure + other, "plotnine", self.terms)
 
         from . import _plotly as PX
 
         if isinstance(other, ShadeSpec):
-            return InferPlot(PX.apply_shade_px(self.figure, other), "plotly")
+            return InferPlot(PX.apply_shade_px(self.figure, other), "plotly", self.terms)
         raise TypeError(
             "Only a ShadeSpec (from shade_p_value/shade_confidence_interval) can be "
             "added to a plotly InferPlot."
         )
 
+    def _add_per_facet(self, spec: ShadeSpec):
+        """Apply per-term shading to a faceted regression-fit plot (both engines)."""
+        if self.terms is None:
+            raise TypeError(
+                "Per-term shading requires a faceted fit plot from visualize_fit(); "
+                "pass a per-term obs_stat/endpoints (a FitResult or a term-keyed table)."
+            )
+        if self.engine == "plotnine":
+            from . import _plotnine as P
+
+            return InferPlot(
+                P.apply_fit_shade_gg(self.figure, spec, self.terms), "plotnine", self.terms
+            )
+        from . import _plotly as PX
+
+        return InferPlot(PX.apply_fit_shade_px(self.figure, spec, self.terms), "plotly", self.terms)
+
     @property
     def gg(self):
         """The underlying plotnine ``ggplot`` (only when ``engine='plotnine'``)."""
@@ -341,6 +370,23 @@ 

Source code for moderndive.infer.viz

             return self.figure.write_html(path_str)
         return self.figure.write_image(path_str)
 
+    def _repr_mimebundle_(self, include=None, exclude=None):
+        """Rich display for Jupyter/Quarto across both engines.
+
+        Both plotnine ``ggplot`` and plotly ``Figure`` expose
+        ``_repr_mimebundle_``, so we delegate to it and the wrapped figure renders
+        exactly as a bare figure would. We fall back to ``text/html`` and finally
+        to no output. This is required because ``_repr_html_`` alone returns
+        ``None`` for a ``ggplot`` — without this method, plotnine-engine
+        ``InferPlot``s render blank in notebooks and Quarto.
+        """
+        fig = self.figure
+        if hasattr(fig, "_repr_mimebundle_"):
+            return fig._repr_mimebundle_(include=include, exclude=exclude)
+        if hasattr(fig, "_repr_html_"):
+            return {"text/html": fig._repr_html_()}
+        return None
+
     def _repr_html_(self):
         fig = self.figure
         return fig._repr_html_() if hasattr(fig, "_repr_html_") else None
@@ -402,16 +448,32 @@ 

Source code for moderndive.infer.viz

 
 
 
-def visualize_fit(fit, bins: int = 20, *, engine: str = "plotly") -> InferPlot:
-    """Faceted histogram of a regression fit distribution, one panel per term."""
+def visualize_fit(
+    fit, bins: int = 20, *, engine: str = "plotly", shade_pvalue=None, shade_ci=None
+) -> InferPlot:
+    """Faceted histogram of a regression fit distribution, one panel per term.
+
+    Pass ``shade_pvalue=``/``shade_ci=`` to shade each facet from per-term values
+    (a ``FitResult`` of observed estimates, or a term-keyed CI/p-value table), or
+    compose the same per-term :class:`ShadeSpec` with ``+``.
+    """
     engine = C.resolve_engine(engine)
+    terms = fit.data["term"].unique(maintain_order=True).to_list()
     if engine == "plotnine":
         from . import _plotnine as P
 
-        return InferPlot(P.visualize_fit_gg(fit, bins), engine)
-    from . import _plotly as PX
+        fig = P.visualize_fit_gg(fit, bins)
+    else:
+        from . import _plotly as PX
+
+        fig = PX.visualize_fit_px(fit, bins)
 
-    return InferPlot(PX.visualize_fit_px(fit, bins), engine)
+    plot = InferPlot(fig, engine, terms)
+    if shade_pvalue is not None:
+        plot = plot + _coerce_pvalue_spec(shade_pvalue)
+    if shade_ci is not None:
+        plot = plot + _coerce_ci_spec(shade_ci)
+    return plot
 
 
 def visualize_theoretical(theoretical, bins: int = 100, *, engine: str = "plotly") -> InferPlot:
@@ -431,16 +493,52 @@ 

Source code for moderndive.infer.viz

     return InferPlot(PX.density_curve_px(x, density, title), engine)
 
 
+def _per_term_obs(obs_stat) -> dict | None:
+    """Extract a ``{term: observed}`` mapping for per-facet p-value shading.
+
+    Accepts an observed ``FitResult`` (term/estimate), a term-keyed polars frame
+    (``term`` + ``estimate`` or ``stat``), or a dict. Returns ``None`` for a scalar.
+    """
+    import polars as pl
+
+    if isinstance(obs_stat, pl.DataFrame) and "term" in obs_stat.columns:
+        valcol = "estimate" if "estimate" in obs_stat.columns else "stat"
+        return {r["term"]: float(r[valcol]) for r in obs_stat.iter_rows(named=True)}
+    data = getattr(obs_stat, "data", None)
+    if isinstance(data, pl.DataFrame) and {"term", "estimate"} <= set(data.columns):
+        return {r["term"]: float(r["estimate"]) for r in data.iter_rows(named=True)}
+    if isinstance(obs_stat, dict):
+        return {k: float(v) for k, v in obs_stat.items()}
+    return None
+
+
+def _per_term_ci(endpoints) -> dict | None:
+    """Extract a ``{term: (lower, upper)}`` mapping for per-facet CI shading."""
+    import polars as pl
+
+    if isinstance(endpoints, pl.DataFrame) and "term" in endpoints.columns:
+        return {
+            r["term"]: (float(r["lower_ci"]), float(r["upper_ci"]))
+            for r in endpoints.iter_rows(named=True)
+        }
+    return None
+
+
 
[docs] def shade_p_value(obs_stat, direction: str, *, color: str | None = None) -> ShadeSpec: """A p-value shading spec; add it to a ``visualize()`` plot with ``+``. - ``direction`` ∈ {right/greater, left/less, two-sided}. + ``direction`` ∈ {right/greater, left/less, two-sided}. For a faceted + :func:`visualize_fit` plot, pass a per-term ``obs_stat`` — an observed + ``FitResult``, a ``term``-keyed frame, or a dict — to shade each facet. """ - return ShadeSpec( - kind="p_value", obs_stat=float(obs_stat), direction=direction, color=color - )
+ per = _per_term_obs(obs_stat) + if per is not None: + return ShadeSpec( + kind="p_value", direction=direction, color=color, per_term=tuple(sorted(per.items())) + ) + return ShadeSpec(kind="p_value", obs_stat=float(obs_stat), direction=direction, color=color)
@@ -449,8 +547,15 @@

Source code for moderndive.infer.viz

 def shade_confidence_interval(endpoints, color: str | None = None) -> ShadeSpec:
     """A confidence-interval shading spec; add it to a ``visualize()`` plot with ``+``.
 
-    ``endpoints`` is a CI DataFrame (``lower_ci``/``upper_ci``) or a ``(lower, upper)`` tuple.
+    ``endpoints`` is a CI DataFrame (``lower_ci``/``upper_ci``) or a ``(lower, upper)``
+    tuple. For a faceted :func:`visualize_fit` plot, pass a per-term CI table (with a
+    ``term`` column) to shade each facet from its own interval.
     """
+    per = _per_term_ci(endpoints)
+    if per is not None:
+        return ShadeSpec(
+            kind="confidence_interval", color=color, per_term=tuple(sorted(per.items()))
+        )
     lower, upper = C.ci_endpoints(endpoints)
     return ShadeSpec(kind="confidence_interval", lower=lower, upper=upper, color=color)
diff --git a/doc/_build/html/_static/moderndive-logo.png b/doc/_build/html/_static/moderndive-logo.png index 4c9ae700c0eb80789575fcdce24097a47f719e37..1c6c251624e8e61a5e96aa711ced9add23fbd702 100644 GIT binary patch delta 36451 zcmV)1K+V6J&@=hxGmsYwFbD7mMO_;s3nRL zVXDRAR1<4H^ErF?$KaXPTKiCLTLa0e;(7(@oH~2&e}BVT?|O&leV$!rz<(Ie$nS;H zsQ>*+)Y`m$V2f?eTkjXoPU9-)Q52INYU#o|f0xgn+5r$S(08NrgyL#G+75@|2`ov{GDzdmsxjDM1&0GaLe*A4Mb zp+aL8NVFRqRh`LJh!28*?+W_2XjXVu7zB#<7vEDjom9jU?uQRcpXs0F_X5`I;%_v1 z3)rQRJfjn9RG-LR6U(Xb6ZE2(Tybq)8!lF;!)Fc9IvS?^Go42#QZWs?xQt7bLy7kU z#bd>nOiIzrS}Y_NgMZ>gI4_b+CL}lHlzZVU> zfaUpNt0U8@)4jkqD>zj!yj48p2$f8w8iE&~1)+aSaLNVYV1FA6mDjmB|3a{Nnb>V{ z=&THLoOdFOJ_4$fYAsnD_WIqTQ6`1;bXv|ZbdDK}y*oW)GCla54Jc??;G8H;jYrURq@)H5Yv3lrgmE1iMeW`0tu zk5%mLO3Y`IRDU$>{I($2X-TZsw-RPlj&(06(=K}a%k1xN2qPKar9cya#hhQWKR5SxBHl_3XrdE#)BdRqA!x8Fwx{rjV z-*+TZ;hJm7Mm;cjAgEJ>%3Cj*p6mGT!!_?%)m6e&EPvmZu4SKO3OXU;p5Wzc^}I@j zbj}NY#*t0#FXaJLz|fuBKiH$Ah2j14J>;PGj7vYmNx2RbZ#G-PwAL#OO0Ubw=~=mT z=U%yU=cL@YbC()=ckZ3;&XyRQpO!bS-7LTT`(G_*t0kdei-RL6CCmD=<>?T!T4xyhT z^l@d_x{HJW;*cftZ6ldVL8f+bEl(05b_7VApDH^FYhSv2g@hOok%sQz!G0+ZUA|a8 z^2}4^&wc9S<+1lXV8M+|`757#w)`;J|MZn_mVfPTR?gO?eDnF2%9p?TwetG)+gMZO z=FL0h?!6PfhvVa85t6Ld{Cg5|Kr+*Dfo2>N7!Uc-e87kGXE;>-2KpdCH}q*!;$@ySV9oi58Ke&p%$AOCOu{N&*)7t2LLF&70h zvR5x%Ab||lnlv&M5K{9GOv&zSqQD&eFIap~{ECRX?6ZA-r%>0Z|2>w_`KQdu3ZZ01 zXII>Ta1zRNX)644%~nWx zBP+p(2ofYE5}t{7@Y{y9BTC<774$jkz>w5}36IZ4OEKtN@EK-;l-zd;X6aU{z<;dx zW3|c|X&-3bfWAnqaim78A4EnFUGkwK2CRKv`d4(YyVu3hCKV~TMjRVppYmtiMUG`S zDq584*4{6x5j0zi33<(i6tY-s1PT_v$PE2VJujxu3CBj00n#&wgqL91q*3Z(q1rX{ zwMvt&5&Ts`Kl_>c;}@VssD;@vU4LqQHi7bV_jV>w=|4jSR&~ELiq|^3Z3M)7+?vaI zFD(aY>j{Y?I+D(R;P>YT zdwMPsk1i{JPGY3?ob)W`)W|VL9KlK2!-Q@6p(k)&>}lYa{V^-tClFw_sDBfS#xG|u z)j6}8V01|g7Z*uVqGi=BNGErB`62U=V-0Q_PT34y?g}7aBDS88GrUY4ZuyMX5pi>z zoe<$|_4LH*g@-OZ$#!5y$fCMJ<{J7p;Fhr%jyETqm*C6UZp*>`VSRC|6l_XavAdwp zPGUf33OFIV7^Y6HwC7^l;eXws9Uy1P8QU43MQ5Z8ds)j7(hp?{~D&OEQa6Q)h3 z1Qz)9dM$l&%z&dgm)tWSi!11auymW0-@}RyH(+B_t8hNx&~cEmHmy0;XbG9ZR~=S4 zY2ex$B(r+?y7u^<{cr4+_X(T#AS+0LE;z8@ln$=5+YkP=8mKlb%+uM1cAXEBMD~Es z);`mr=6T8x2l4BM6n~<_RtH-;w%HVE@a$GNxV6`zWUH|OlZK?KjnCPWqXhJ7xrD?D z=-3a+e6cBWYT8irs2qW6{ecVR=8e1Mjn}VF?j0}7-Q(r%srNlnE*|ZbKYZ>R<@s0M zBD{>uv%IGT6CS`@q)Vp?E)N~}G2+2tPT#R_@$8E3dwJy?o-MA1Y5j_5SkEmCNPVfBzfhul|q_ zvHZsGf1}(zU4NHrH*S=#edF8Z8_&O7UVGzOIbLE;cUNxSyjk}55BR;9+eI>mKY7+p z=bY=PbEsx%+_43xfPrf+%(Y;iHrr)7vMumL60gc`n6uGc7t|j6XVcB{ZOUv5=HxlW z?xE$yBL&4v3xlI`*I=6Eq8!!Itqm-hJS*r2j|`K@m)$cK%NBm1jg3o z>bR`d%kqII9xOlhqn|2Iz5l(Fs~0bn3y1S^us16g4))8HtA`wSz!=2g!Cuu36Fg8s zk*M7pgdT>kZ~FpQg;V(q_a2j88~aZ>-!g;L168XSa%R#reK zd(po_B7b7m$J(&U{sm(%_T@zLm594^e2J?-U9c2tn!asaFSQ$G;t`XOfz&}=!$`j9 z8CJNYZ>ukM5`lp0hJV7!L9rUhFTzNX1gonRzl?Py{n`j;YhEJXk`Nl!%w0*U9qX&t24}WJn$!naz*V$3~Q^v1i4XX(zg7?Tr zC7>tdFkMfdo$;%ZYm# zrS2K$Sht(9#@?$*a!6WQvZBNZ#dJNp)e1#M&!HK`#x4|+SkE=qQ5$MOHmG;VRwDI) z2Y)QssOH01xV7|Gjmx_6AAaTxvuo3`#5q#7WwqYbf+C~D^NsVaDyNJ&Bf_H`@j7a#}`U^zUojmwPvcGrx5C3h5 zI`_QC&6LyVTvj0gji5xo_*oP<*xnG-)qnr%p_*hQP68j;b@gd_Uz1<^_5V?o*>x6W zeFe3OE*(5nYoo1XdVOMkLvw0;EXiyT6u50k_+mR`dgq#IPo+Y)TtEmx8r^WC-Ou$T zAYWR00=_A;WLP9v7=fP#51Y9bSh|8b2(j?nMixZDL+GYV7A(L+*-X^b&gZNmnSXe= zN7Om$AeVZQ3N+&=g#nf`MYX>sTpS`5u9|K6zUtwhMZ(e!RNYgY2M_TsDNltazq7~a zp4(_WCfZg-md%XH&qMc&RZ7oa`tJC%PPp)#`c4lkw|qZ1@Um%zA78GvJnR>{7P-0|Zrlm3%6pNKvSn^lH@R^MA-r*U2<% z7S|8fp!KCXjYN|4q?5YV0gTR_pb;+ISgQ`zHgx*1hg3nE8#*N78dR7;K!Jo0*NHCP z*>c6d-?@8SuD^M++_-hOoUAtG*6riny_02GZ>Qyr>o*y=U%z!yCiA^=;pifR!!uN$ zahUHPvLnN1uvoBzp(>;H9)Fm;)GaoNQ4zTjIhzRg$U$p5X+!n07`T5SeSiSkBE^|O zR-wl;zl14u75NHF??{^}4KunzI#l^@ycQLjsKJKoN5JIwgrJ^2Z-2ic3f}X`gABsw zobQ;FtCug8XP$hb{OBh?Uf%ckd&=RWl)XtQf9X@tly{^3>)-x^Qh(-qtqc4QK6IiP_Z{YPv`@vd zXU#H;Bli_}1YS7DNq$baq4_H@Rl=-iyDSnt1Tv6QUZEih~>(jiv~OJPg!vS$?(3V)g7%&iq|glZiMYaZQUm>iv?C3Jl2B^JB2wp-X^N zLJ`X|y;@s}Vw-PiaY*LW8ydu8LYc+S^LBABkYMFE9b+|AV6C^y8gKToRpMs7 zN0&uNfD+CR#}ggII%7mR_qfg?m*U2S5PW!#Ye9Jt-(vmqY;|H+B>*L@mFq^AvHTJG z#Chk6TR>K}6pJ|Dy~j7g$j*y3=RgWobri}S$25g{O}vh|o@fL@ek>%N?tv^c$D-S1 z1#dm){C`(ix3rn?3k^-c&o6QKqbm{!ovTjwx3TR=v+#4#HTg^RiG#m(nAs#`UTi_D zezYZn5>a+x!9P<3?$ko<9G2rP6WC^RypY8)irCrcbLWk=!l+D7Lcn%nL2jKud z8;MIcXFCK1Ap}0ZYTm)=Nn*p|)e4H$VQWx0{C^wCNa(-?FVO(-c}E!v*gWqfn&*=1 zx+%(ci=ERUX%4Z%Yki;50Mzop=i{ClDm&dwZs3}j3XY&-NEH@9adTK=ZS_fKaL3VZ z!*v83o|ZlxVFzu^?^DMZ!6#--(B11;GtV6gN*c`$sdc=nQ|>76^Et4&gQ&oY zLw}-@ig6&#VxMXRL3%DB*f~%AoFD0KCC^(PwduD-bH5N@PE>yY!y8WBdfp}AzD`yyXO;Usds|3}$FlMWp&(L{mL06J`&NP}pt$#_Iz;8%sm6cK^`goRN+$Dr_ts=u7G7Ya{ z!4#)uf1%3c2K)TdQ8`@9%atpa%E@w7-hAuE5*=mVy`HIN`uN^f0 zNccc~zlVf*!%8%Q@OyVo%I)o4&NChy?3MNAPFXIWFV}9|EKhylz2(`bpDd3){9yUw zm%mXy`{{RAH}6+}`)lQRS<1~fuYZ?szWAN;)#tuZUVrN**V}5nr33=j zcmh$xI~GAnM-0IZGpfe877)EaK0!$*q(jO|T{A%E*$NZ3l|SrI1Wpw;A3Ko z3p%4Fw(vEJNtv?yW2WCO(9>C{dty?e$g?5>Qthu5@ovv?Uqs3T(5ac`a2pgc9Vlcf z>cESoPn748Ras!xhaGfx{(oF7&-e%ZJR4AL)I!Lm7U(gs-a}I04p9%qww9fsjXu`Q zBusrn#C2;WB0bcbT{b(RK0wE_fd5@?mSygksYjhu4R{yd;5*>w)U7ilvlhDX-)0fV zFJh;6LXsfXiaWjrLO9da;&yP*jOUhsxhT=EMOx14xe!Kli;*swwSPl5bm4O%g-dkg zSoCa!87UmZR9Nsc%--PtSwE7HQ)$8yUddTH$0(MEg2N@r5NE2VWxALX>4V>eJ%yK! zb?u|kOwf_KaBQs)b@y8Pp68akixrB=&j>Mx_HUDa2sBcJLzxHVJZwLbLNXhis|yxv z6dyX?!q@|mn)rMruz!O4cJU^z(f3M}4ck^?V`UtH?=#!AV%tvBjfgg60D33;i;R4E zpIDNhf`xd&CRZ%Nl@T#RUuv|X3pXt7;9c;heOh8p-H0eAi8?&h>)Uns_-s}M zC2%fHV<#E>3d~|>=;8^=5-5{&PY}7Z8NyJZG6N^UOIqDwmg)vI^+-Lye4f=#$(9GN zJ=B>Lk;9p;j(@=s=Ec;CA(GwgmMwZcTX(D6jR*uvXn`=22_`}^1ZsR}9*-5(4ugMx z5|ZDUidml|)MsoRyBX6OTP3zdYf#FkOXTU5? z>>y!&s!K40z!T#WAOk$O5sokrHblwKtDh<4y?G8mEr0WtT=z_lNeKGtW38ClG1baY z)wFRVKEut1e`MW!*E=w5ut7@BSF;4$6N6$ZF_oBv71pNplBB8st@EX7Rz#baI~tPXZ!UEL*?%X`gd1ys7O1p&j1KLE8;fN*kpT8=JXDtGSODP?k50foh2 zA?E$UORtuXf8^Qn%m?3J{?+e&yUcd0^4U*+xV)3?SAY8t%5=WZ`MPhv^lJI$w_hr6 zTz|h^Zr?j8cr17B9Frvz&-d(XS#I38#SR@NtvMD;r`?o_RP6P>SRR?yfZ@%6s=8EBQeEltm^FGhC-K|{QID4>FR zcgyNIqcc?GMr|X8%&OP_)$fWJbr=O&Vt;gA zzpNF9^YbkH*qP^9@N4#0fYsGRGAPEH1S@eC3c%-IS3uVDHMq~SV2$rcF+dP6%(sw!P1am(H>_4(M5u(Qc}XqLy^AXb2SHs zMiN|9^tp{0$rQpX!i-W0Er#P56q_eHGg*i-1T)=UN*`E`O!5}E?!*!;`G3+lQTDK3 zm3>%>#VS^qyspNsLM?Fg$M1o~`uoS9>L^#@yDlEIKM5K~V;kv`pD)fZ?&{W@_H1in zwf$#F2~`}bU&;QPD<0@FL@!XW0BRAV?h8kmm!2w9ZF8s6x0{q@ol|q5-&ONfobsK3)X; zdj!(Y;qAL%(q6RTfU!7)q)j5i!FVrDQl_IC8===J?%}lTHtN1$u_sa01~hoyPyo%x zMDGo+uCX@Oql7RERYLCXa=>Bay8Gj+Ul^(U%6BNZNXuOCR96p^kbiWHMd=i^Dq;qG z1+C!qU{D+#RKinDx!pZq-3th5Qb~jJ5h)FlOm=P^z}KEuB`HDR;`yhRZPWuViEWL2 zQxM3;QZ&Hd&)~rjo2o6&DAt(!T9xUU%W?*FWETECNlpoy!t4TJy{-M;AaxB|0HXt> zPNZNoDnzu|*v!d^X@9Ii4(O!dlojVV=s2IiYOjldE3k@s3-wl<6nEq%%B2w)2|l`; z2>-9S#z9GO+_Yt=Kds)&w4UAk~mZXX<%H-E3+L^peKbnwvbk@q}M zE?#`KJpb}*<@U7`e%8_cMXys3FCod&Jo9{}d7;3%C52#3AXBV^r~tJb`q>nG?sN2! zPY~4HvnSn~q#Lv*ln(H~SS?n}SZsT))1&(b1V;$~x_2yz!jEpHlY|k8=>#1N%_|^~ z$9b_tw-TRyqJN+TFrI^>{j%8{O3-~iEib)tt=v6cl^0%qwS4O1&z287{%HBvU;b9v zo9)Vf^bUhqD8mc&u?6`r5v9z?K)^KD6l z%dLAS<(VfQCd2B}Pk&(Y#AEL%hx@Z~aG<%m%U3Rxix>8l_?lr4>k1tXt#d3qCwL~! z;9f`cOn*pKCv}iGA_)XttTpT09XhWC9PQg6L>xr9U!zVz3*2hOy>@yUWHBaGk-94g z?HTAffNUDMO1J_;Q=A1dn{5n== zl21gx=Nz&`x`aXY2wkB>u}8VoLW2WPXu&Z!cYpFEA8aUT&ep75GbZXRb|au_s^%=p zdECvzBRO%*D$UQxcWK6(9dUC@gq0Xcf!07{1kL_IQBOt4M#RGVYK`1l$Y>Lj^&-__ zE|{5<{;bxR*xWG|ufnp|$DB$SyJsJAEw{ANCdn98 zP=6drsK`j)!M=0$v9!+@?)PtoQN`97mr_C%#$~h%z<{ZOq(=gLj~XFKOk~Dr`zbO= zDkD$&;KiYP3wd3Qv)O$FT)4>tq*){8*|6bLNYk&y@q*_z$=(g0!R64p#mRv%cgNBh z-Grrs5_@~5opZ5xD|~)pkHxP~?2>hvxPMzPddEVX@fGSu4YNk(m;F;4G4?fmfj&N3 z#dop8*LPP(El^Po%MBlV%ed=-VQTK$8!+^VMQ&D4PzeO+L;s!xkc-vTGafLZMGsV~ z`+9z#f~nk(j(b4RXtJN;D$F@3x9kbk)f z`LF{ySMl;s^TkDD&p7M^u1qlOjC&}A9JabOnj=%&RxDs%%w2b)Catwq+&Uhq;3R=1 zcGyGqbRMiAwfTtPe0dOtuDx!0Rq+VzvFUwlG3MURExuaa>u=X+rYsyNt^j3!l5~Nc-#`3v|^S)(JD8O~Z@Fd-9*Th^=t z1X5%PyRv_HP!{`(a&Wj$zjt_m|DKhD8@J27#i$~?bSKcVE-@I2& zmnRH9m+1b1bjfq3f}9F!MSsm9(`+B?#{D%QoYfyobW(xqD(eKs)DecO@nN@wqObbd2&~AgB9AlPoUG^v% zyCLaOnJmig);*H4ymjMd`S4R8D4+cJhst~3^B{>y{^NHD3CnMO<$w8dx|x>ix9^tU z|LSw)TQ7X4+`N6a+`YF1YLRfv5T0Pp?eyf7b7+E$Z8_rxzYn%mz=`0KQNRkC03IqN zTh;HnSfG6tk}O}4;fJKkW>vQ__v%dX=ev5Y`Cs_^eH`faC+HIFQ368&wf3Qe*HwgE z%*6)Fxz@#=0xZvyh<{!kNtL8MSU}pGm3#N@l?N{Fl^^}chsrZgKUJQ1?2*aE!$rAt zalc%=2x*eNvcHe#u_${B`7Ml*kQO}Wme+TJ`Mv_40$qI^AzKKPi|b$HG<|lXm_(H2 zNh0(pqhDpe<@2$|H6Hs2Yj$$J1$RybM zwIa+(qABtCD1U_CACqNf%&NAYJ3Qa9twq&}UUA{I<8>gRM+%=l3)!vilXfz>dak}p zngk{6V#3JoxO16V$iDcI901Q4u<^*CWu80G*BV`N54h7BawSIyBzXcV$+33rx#ql5 zm0x3FmhBOmOV0yZ#fg7`QfkeJ6l{$!<1q;tiY3QzfPYL-7he8L&v#e5WEu(cH5nX4 z7%aP_dD2~M=q3jtx9lGKwR>JxxHtK`r4d3k?su@%0Bm^{Or>Rkcw8XeZdnOge3KeH>;z65#eNOa-W}+SCrE0^AuzeA5Nc z*Ap=Ip19vkYAxe>yLqfQ$j(XW_cwOQTB)*x1GKzaprscKs%SzV19vfzNxB$)Mju#c zaJF&AaqJPF)Er-fr`B$wF0yUBE_v*`l6~MzoqrY{JgD@#vK4qOJ6fu6s4I|Uwc++7 ztcpMD*O)+s@l%!6mOQntSlcv$1?X8AgKj6odUm zG?P>|XJ%gVeR*d0!(aJa(=~NBJOOqpY{*hr3<=c6Y?fNe*sRh{%lprI(;=DeO@5oM zDSrn$=S{5_Bjz(P%C*^!I9yAcVD8g!nO5~x1wPKbFCxV8XeK1z+YZT`9O)X=eUihy zBUVZRQr{DbH)Lz|JZuK9ofu~BprUoUwOWN#I|3&$glhd{IG=0KOm6+`rw066aFsno zJu2Mg3iD|D{3>}^ZkB)h z&6oLp(Y@kOwF_tHY~Y>aGXlw5LcW1BgGvH;`xa3rEj{OY6!^9Eko{{o6JJUbc4pIwWl(TihuO+ z-MeMA+~@qua=9*NM~4h3?w*{KYu7)-u)0h9Y*{?WImq{6TN z?$^rMYFBRETb7q!eZ9Q+${Xz3zWnN&q*K3ld`h?xrEvJaRk_FeUzRPB-NhaWS15%- z%Jine1rsdIvOYw_s57QcZ}wE_=6{p$K10in!#2$GPBfhXq=sA;!ap0IoOktZK5AAaV^@}UnsHMw%> zLbgCHBP-~~z) zJJ^3KgsT&wGg6G4b)2A&Tljn3+3X5DNzD3UbD!J^3Ld1U@7L&tjE+dFuEk06CzkFp z@`9aT60f9A>o?;tCdi~37=K%Wfo{joEj0RAlv-ne&?n9jBv$i=isfcpj|qUKB?e!a zWSA`Lp|5vmwk8o3#%DiTV^UXv9ps0rLfsxU2Lu4ofAe~0Eip{7I&f$uZP+35p_T?D z`YDYFLbcggHnXvX&y#=z)ka^RIM>yL#8FeDqf%?dzX2`M*wDj*?SD}$n5l#(;9|f=JN(A<%L?v`G=x$>)*)&OwFyx%K<&999>c@J89S zYs@yOJ^)lOo^X{zShq+EpF?Dh-{`MHJQ=S?>hf1wcXq% zuyGxDQA#Wu`Z5wN-P;#!dUGD_0QC~Cl+foZ&{|J*_Q(ujtum+gjRR7QiH6S-NvQy& zb`zaM*7d+7-hU3ct9n*lqACKacZHxd81i7h`!!L!jon(Q$+7o^d8yKtsw6+b%rl_~ zlU-L(P&HC;j*tswwo#2G)7V>_lLZCCE;y@^4wUBrG_%$qT+KO{g$eiW>R&2k72aw{ z1CwS4iGnybymz{_`hEiF>zWl*%SD&k#p~xyv@>%^`hUFjiHE=r#1BeH?7h@6WfGsy z^}*tT4uv{0OAshIm4Xd3ad(7!rdDDNJ+D3mUA}mciQU(}^-8&Oa)+HPN?Bmd?<1%+g*b~)VJ8i}^R(=& zOO%=B3V#mDybwCmu4d<%X3kkme!54^L4f2X^waVos0M3a2Lgk`zSpP{>sk|XHoC$G z3r~#{AgF=0EsN>G@M1x0acQT=r{(N)S&lAUESs731K@qrjqdpyFMOxGdF@(x`u#`* zK3JZ3{L%88U-?$~E1!CMiKKt=_r6i?oo&m@uYbJ3S-Wq)_)58P``fE zZCS3C?9QE?o|dyENO!hmf5bBt@&!Wj@W1CPwY8JubFhc~;fy3y5uH-9wZ`qW*?IgR z2JPVnN%w7LJTmv8P)EA^_$|P`%ut(&EolUq&fZL{oL3TZhnHr^KJHI5;_5_^Dt>)d zc7JQk$e$D}@gM)>v*qazexN+^-~*F~AG}BwO-LU=*Y3iF11E->U$04#I~a3x2Yr$|5i}*|((_jbJOl+&%LgY+P{yU$SH;UJcATpHE!U7tc9f+_ArS8c~2?Z zx$nd4k)&iSUf}(-NiUL?_&Mo)rU}qcINvoQzuXk#tGQcj?N3IAI*j9 z2LLETn1||2j9Scs<0;^wEXqWzTCEc1sy#d15ge3KJeOC7V!a_%$!Tz|w0|XQLY7Ls z>G+l5tD=)xn>uvt4VkW5D8@CyDMzXO+d~Lid%9M2?jP#rH%kYvc8$8$y($N8?c0Jg z@4H=m=AM^GVw%BLI!Y|(`>a|`NkZ&OAX%i^ zddSc4*#?H#IUXIh!D}OMayKLaz2{*yyJ2z+v%bpzVh*OkPy64QcYmklA3^g3Ii@V; zY(`@W!x`@B|Co_B*EH!)rIF+HcuPPWep40>y%a6`)Z!wH}zB4YvT zwgBu^LCFv`kr$2>Xq{9>u;5Bz4UsyedjI(pJ!s!;C|RYIOLr} zV-7UZ6rWwXcwt689c1cgN1!fH8Wv7Wh!uauL(u`N<{{({*1HwEXPm1b6tyK6ntST# zr~|da;g@-e&KHY9Jw7P#@8so91Obg-g2rFx#)92Y5Ca_3-+$nm?jA48@#$GPIa`)D zuH7mhe)`Gsp$|S;es%ecaw%ge95Rc_q6 zL(y_{?s90KogmR$Q4=-#M${pPzu5zgKdSle;6op4u1;yJ29-><#U#ycg;5|1!rGcw zr@ld|lK`M+3x7YsnH_8uj!^{uZ{HkPlVT1f^d_#*x`JNT90IOY3W?oz!s`n)><;!8 zgqt$>+MJb><2y`lKmN?)1Q+jFR6@Dj;MUm=Dgg4S%HHU5a$Z>RA%M?BpY{M`8i) zH=L{aJSV$MY|U(};H(j>VQ=CYa&5hkrYbuJ_Gy9!{XOX z^qvH$k2}sm1r6s^FM9NciRy^ndbh$S|3t$?uX05sTw%H-)qp(;bsc zVuKa-K8m~yZjvO%lQU?^3ugO(9>iy%$RCDNb&?e^@ZLQWSX?|03qRun44a$fGFpFp zPW-+WD<^&yq$-_S7jsfLa?%Fmjc&vHl^x79H+E%1rupPF?&@a*$c2P{|L2}{eNDsj z{(o+}7mHc>+q=kIFdJZOQ-`I|!CU6Wg!yjJf&|%NrAj4N#hK(iwmKJ z9Zia)ryy}o4Bi8_enwRnkD`%YSB$3{Aw^(6DTeTQV#v2k#KV}`FwmL!2o%Q5UF?=b zKd6JMxC_c~Bb(VW4saU4rQ?~P+tD91tfWRj+#?2Yl+w`)T=G1dCx`y614Ml|C;Ozn zx5z90E}(E2cD06?To~5ZiXCACi+_W*3zQI*DUlnbMcoMpQtLKT6Q{_11JCB9yT5RXxwC1xcJ0<=e{WjO)(5)_2Ycm_2d|bFUV5dx_}cZdJb!^U)tpJA z3Ka9Qnqi1uL9SrYn5EP;R;ZSP*!VKdDjRB3vjkT|ySa)AUo!g}ibK?qGBFn3Ki@hB zz}4-GTut@wb)LYT2=ckNvIZg5))opJh4%t@6xR6~EW^i~(c?No5K$)O>H=#?4!0OG2u7IXO8gtJAY`eCH0=_ZoUfGw91L%AC+D1x%CqqH1xicFQu^ zYL;B+mIh0zkU%EMEji;%D7)3BVgjxW26gSWbX^yDNLDd##RFB31(n9i@at5 zbLPyQx_S!A8$);FuYc0l6qqJ161BbxOVFNd@c`$?=v_23iF2K^jCFo4I(H4BA!wHp zsL;KO3qkQhkWICy>`_BO(o>!WdCvI+B5d9jx>d(s)a|Te5I(DeU=3#tWAQNL`0H)-H1n^khOp&>iyca;@1_P1HFEKA&|Gs_8_91}T(F$V7iCOL?y&L@3IhQejQdzqutEjYDe0*?XkVp}(lqd-0J49=%Y zR^r&oNt0lBUH3M~luATqNhd!8WCc~eiez~5wQihwR4PS>0BZ6s6uVK2*fE(#Nz`%F z>8tfo;m9N+QGa~P_JLznJ*%*k`rWf}fVI8iy2qZ@yG3H1ri62dbMQ}heY;A8iqS?H z;s4AHlFwuD1cfm$YI1JTd1U=B^jCM;wQ!#E>>N7d15*MEM#IN;}R@7&*8%Xct?XS`|6 zX!CG$T36WsG1usYv|-N-7Pl(Bn4c7cY4cSP-#Q=Hdr$}6#&6S+F_CN13K@{BNpz;? zd<|qKf-^IF*SS`Bw^&&1?3|SrweZ<`d5xY}KcfmIp9{+mhLNTE(7gaYW_QQVCzh&O zaUj+XF@GJeWaZg-luID_fLdF@Xxjt{Ir% z)F{N6c@4Iu-EH!G4@GmGBuGv{n|_6^l0P?#O;w>Vod*6OifzvQB(e9w(nwc&mM9&F zDJs-%9R7t}B#AjkNS5!cV@_?sdxH^5Dj)|?w0~<-xoI%KM5)Pb& zK}GlO(eXnUIgFxmgxgAtg77s36jn>4;YTeZx8b|l2^Bqb{~*E$lm^LReZRG{Y%DyJ zj3#a$M;L+!B<);Vrs7XxodkkwtxH-}z|ndlq)!i`$)+^VS(&@yz!mo^@=Ns;LA&6Z z8h;8l0$e|Ht}3XYART2tVUfY0Kw~l9%CKe!*C0!6p02Hpz}A}Vh&m7rPE+Mbki;Uu z2~9VC0}ebhWnn%pYnjQ|YE^v~IvA_dWjWh!3c3}SFN0xlULL%9xxDh)o8|aqJ%Oy; z(ZOPO_438?$ir`zKlu9d<@)VA<>2sQnSU;jFe>O!hc4ZCqXjx>uzXna*{l?=MUIr> z1J`V=4B9tX{|NgMGlY2`kvoyUZ){?HveECc>YF`Fs~}Q?^kg|EV<_O-CUAm~JUTE$ zCWvtj&kCKq)#{|&w0QdE%U8;DxJt4&F5b#FTVVGdG*a}<@TN9vf50`?K}6%y^}L_ zTi3_s&aGQ4o`@zMBX3w2=u&~eKbf}?8<+DuZg1T2+KdfY@lYe5;9K+dFbW~9jKM%omRLz6_$eEWh1nE0M@0IPo zvRw(D3jg=%Pky+3^uy0g9(m|$xp1^7S1uluD_4)o(ZL}L9#^hhu0#M8U4fvQvo#*C zu%NbPb```!5-D`}WcTJ$l%EuI%ky9E6f6N9wK#S&#XHguGmG~*$heZQ`+t8#qr9Gf z3tP9@2e&<&Uk-2=pj3ctk~h>Uvph*U@7lhJotoHj?do{FG#FM_7-Uf25Fm_)q6OLo zeksOe-mM~y1PiGFea;M*&|NGHoDh;u_!yjN5m9$XBT)BlzAsSQDqLRg1B4pq#j2^5 z#yCvpd#*Y0Li{UzN4jV%JbyNZ=On3O+*Tr#HJjLh;~11-$oZjVR1;pus6i*iGUh@* z2#H-oLdkFpHVd!QoX@?~g3fg9HJzVWm*+K)QLtcl$3!n&c1E~mj44TA?p1#Iyv#s+ zHU9*;9=_k>Dj-Gb69mmvOLJE~9R6FVnKnD0!fEs{djwAkLnu zyn7ZV0e0&VfgT-_uj#2&`!Og>3VGZ|s3U1k)?6wbz{p^9<1CUo>WUg&j+5^>=aM@3 z^!ct{(-xlxUQ^kSx_@s_#|7EA;UTO9s$%7CxCw<^5zOMp=9;W{rXW;GK(2?EPE8z4 zd+GS)(Zt|}>NNRyxgPRIFqpP`oJTqqZ4S-BUbiu-K8@KG6+7BlvU-yT8)suCCBg=s z40SROnm@?UaUA-roUTsXVs68jb!N*I*@&+b?rLFSVIGo`yMJrsKXnnVv@u3yY_JSMjg0&ZQEu)XpCfrLPW z#p|Eza(sMTR_jf>iq9H)t)Au495{3ab-t+B=ODxoOF~{D5yMV{q$<$OuCv(jvy zwbR>*-$c?aCPcNYCQ2mP*x)-4vv%Vu2$~9{Lb^8JSFXbvmHf^Qy2())HVP06sn|tm zwC}o3DDI#Ex~KiRlY|hD{;A>uCY>QIWC7SH6E-9)D}(dbdb#3=P|TE&md_v8-{pT! zb2S0c^@ z%*3e$u7OVpvlb2<(dMH{=FC0=(Pku4z^kFmGVxoopmS{-cC%|eYnv((8gvBAPuC=k z4$i;$2DGsBl4~*-row(wwu1g$bMs4eW zFp1d80_W@lcrzpcg0o=7A7ba|&`kl~z&)iaV8~edlyFo@JcAcrr<&9VVDgOH3+6G$ zp9Q6Lo;U6Xzdwm_-@Ot+hp!o%bG72n^6wTC%{9UzRe_&J(!%GA=Y#nq(8qtS0ky;i zcV(%{Zv-l#=Z!;#5J^;ZR&sK{kVl^;6}#5u+njsvy_`edvtW05r#d)#C~rRxm!v!0 zXdT*Z@L1LABpV8hTIIc4U&fzDoA_* zNW^bkzg6CP>qfan(d)Bva=P0c1AbiQ<%RFOR$lzhYvs<}Gx?3Z1Ma7@rJ3I*qK?Pj zSc0%)Y8|~3RBE^E5@CO0?_~xh0Uvw}D&Pn-K=^^M0nZeR9fu_LIzD6NgCp9V3DD>l zq6ei4T7wjOt_wsS`22q$B*1cvGB$%+vRwCtWCAEKUdpXocht>2Tb8?b@08W)X*s@k*MWZ?NVD{8$=K%tpXRmz zjaK5ccd*ZjdOd3Z{bFF?nG3AaJ&Dkxs6b}jm5XDuSvfsBrS2JuGAH*=1*4zO$kK^z zIp14Qs$${bj3{Yqd)6Y&eNcHO{!Az|+p;&AsS9RiXB1Fye~am^tWUv=xhglWT`%u_ z?4k1GKlZWm^izM2PaeE_sT}Ps%GJw91xX&|4km@~5XsZg(NQJ%z!&IaEDfPV!ZSf& zm1WXl@-ohyE;X{?j)^+Xg`HobCLnmsN_acV@qLRuC3=k|yy=;?&WL@FNt(RG&FZby zPROz2C4PR`J1b(P73=O7G!J@)e%0?G1*rUX&U>$iyPSu zSc;(+w_xXmEVN8S8o5~zKpgBL75-k0z0$2q0g?0c?6TQ+I;P0k6{hS^`}gNMW3DcC z?bj9dw$6WHB>;e3va1`O0BDNShYHr1CJ7U{Zp11kt zMa(@TY*jMNxd)!HI)xr(@;*}>uQ+Q?NJB)OYXW90t_NfhATbbN!J%z3U`|tk6x2`b ze_?-B%u~e%@fT0?iho7bRghZ>SQaNO-DyxE9^~(SD0%Bko6(nm)r^B zVU3b7TjoIk(v&CU|ld=b*26reUJdVRL&qCd!CQOrxDKzGIKddlmhJsY|T%4FU)Q_mruMV7M z?NqU4g@}$kQXTyeG?FZ=56>i_T8@gC*JCtiBnYi8Fgrz_Z^QSI%9ujzaynagkTQR3 z6?ke6>{==2l2D?d3QVi`CHYyc&NxRhn=5gy&eEM#!5sF>Lk~SvE?&B%;5QIn&!b?U zXka+x8zB*~^TeiiMNNrRV@eBj62T;YC*aW52CT&wwXQVpBRn;$y8KtaoYb0Xy~ZbV z67g<2-57HfEhw6OAD-O!rgJdB_zZvP!nJN6B_N#O;{;_|gyaS9i;~y%IJ^WDl|NZut$}wj1)_8vhWDY3P z*&f*!GsX&a@*NKL%-{hEI9GvYvj(%Jx?~i@#!}f}rgq9}pUf6z&bdA$e+WMG;#rNZ zo$z*0B|uEI+=F~|Zc)$_u`LECB`C7H*w&Yfgo(sxHGhEj0meAdu=e~(*l9L_HY-Z_60q*C2>L9J(# zeI}O(k`QQ3J1t1*AF7Z_F?0Ib1&ab$`yfP#7F<6Q3tzI?t~5`Bj@@QeHj`~RJG)md z9xcj8|NO_wU-}E5nLK>;Vp+_#)U?}Q%*urehlD9(t)pv+^8(KY>jIj4XAY<|8mi)O zq!xpW&`g)lbt8=u=x2X^M#Uk0FVzz!4PvD=Ycc~154RcMAdZ^8oe&c4LZ{$q0b`!4 z)!`{-z*(dJ79D@~5QrBPUsAFD++3OdyUpuW5)#W#@c-hImdw=$=};5X zSmbbg7BQwnQQPx!sruui8M}DKEL|JI2F+4PvUOIn!eDaAcSS)vp%{8kI5~OQ%-RiD}#0l#Mag@Ra&%$#VhrL|#8a*_W zybmOG6OshyEXQ`>E9UC9f&2u??BU*_p`RjnVV1$O8L&|cpY!wacQJIc5KqW4*1r%( zELsO<%3^>EI)-j;rtYpYUQx_K`2;?r9euXomx!ZWxJiFQ2L5@wQl}GsnZ8*BNGOVN zt2%b#{9mWHNNx&}37K4wL%e+J+#A~OD9Wl^2*eL1s{qq?GK>2qkrn)JV)|N82-&6A zL)U!B-qg5@-d_lL(zsC(X;LQt=HGnL!A~kSJ=W8%!yO{MrdH8qMNNFN&Q4X0i)KV_ zH_2Ewx}bloO@}UY?SZOQ=o?^KU7|+k!B%rW9NY*bNJ!FYg(W+$-*TXJBHgF_ z{=RY%_$=Wd!QESAGme&|J8WxP1F&PmOa&Z)P!_PXfLdW9*NFfO|Bd_40T{<`{)fsQ z$wbo!cRFdPs-vO_CnF(etUY}#-K4%E%9^i}PbS8csc71W>WXUZN|y=uicalHYcF$s zwJU#@!h&bgy2`Aczl1%rj6mMISpguceGywVq*k4JuMtCF6byeg@*d9rb;=iyl$>>ZTjlVe`vYO`{uLzPFtjttF01=V_Ds?f@Ji+O)d z$c;8PBUor4pqkHaI)Z`GGZ1s9GeHdx`IY?R0_%_jI%}Z{0L6MNe z!cN!XKuHMvD-QR=3kT)$g(E_U-uuV{%y)oXYpft=dI*@1Xyf~_z6np?Ta;5ItVrfIAU{DD5_4|~qL+WCCu9Y^ zv^Oaqc;6%Clb`rl`RIo~G?`46<j?4qa%{I>5DZZmM>NkpKg+ z)6LIUO;`K%1h@!#9f!1iokET0=9n+2wbC}JueQ9*wg=Ld_H?sTXN?qtj|N*XDMj6v%dV4t&C%kER_zQ)(e zkHs6ed9t|ao_Vv~N1IWuMI07yo%lE*V`3HV0_(CO`H*jLvK0A%4yG2!eG;P--TXxB zEH{Xy07*n*fbYlpMO?WC1kM1zOKjSA*%hv9L?rtQ zMK~hG*{oQ2ZYA$l*O4w=V&@9!&bz2<-q&w^=<~6cdo^Awb5ehqIw;YG4n{l<#1aC| zpygc5KIO!v&EEAFU|QBXxVRRPM>jz1GPDy71r6GG?f{x?Q;PGRle4o*w@j6V#-7E@ zx^w0=`RpG;#n-nWM2iGTOV@RC0KyGmAyPFrlFaHM2UbqxZ++nHM@VHo9gN^AvrRp*JNn{H#ZgEz@=9Cq&j)sYZfBMDxvHP3%`(sdqC6+@y_XEe^OjrQkq z)soBhy;^CtLuitrsw2lvCd;PhHgHxhs#^*a1S`>Of`-cR;ebXd32c+2sTd)!#Jrfg zi&$TcRjD2j2(-=g)k9DEj%Yka0;+T^`8&`Bi~f_|3*D59T{v`f zUt!wA-c*o=AWrOOK7c)^5)oP++T7ltz*h%$0ZE0!BSFIvT<^^p)Eq44<A>Zkwx0_ng0J6|ii$%1gqS6+Rq{NdN1FJFJ*#d7`j z-Ey{CmJ<->oE@`pqAKyUoSxica)+0VA_?{kNtR|twOANFaQ8K2E*N*2Bxh~5x6Z#Y zU@@zl+ymCSI`InnK;WXH0SxbLZ*Nvs$C!Wf)bmrZY)v*#Tq}zT2znfx%nW_QGiP9s z8FbE8>+C!|J8`fI-?3sMhA~sDJLy<0%QNr2Ql5GGgXNPy^0CR4%LnDc{Fp zML9e~V5hm21NtG)>tOvLF%2rER+~GmEjjX*oK%OS05ZX-bZc|2IJgd#xI0cPW?_GQ zHIBntXsp_#Hfpo+9CYyw?-gV(hJc1trH4f}y7|blnEjE35zW3Q?+OZ&MG+@yx<7Zm zY9iT5+4vcu>pMp=GqBMv-U^Hy9nv7L_;nEQbb+isTX&i`Pd}Gr5i1c}R_oV=tzo-Hb*pYsGFVaVi(_>g?M#!*s`(dQEh6y{ry)sf7*X)cNxUx}mE+lI5gShdmxO%cHF$%$-` zQ_{ptqbjkJ*NT~Q$u)=09oK&-npUea*}%V~z_UHqgh;HJsL?1TH7o z^r-|p(dPw!+LAymZo>%i@)_W1&V+{?Kk$5zs01->-WE8f8%A9U2PuDjCs7+)FjPML zeo#6Lg(d^p+XMb8vuP4C$Gno$&mZ4OAm66}!uT;g01(ByvdEObrYbS9C3A*ts&z^tLg%Og<`$r3tiQw{gY zs%GVkk>@;#JEMj#Cy~artpF`W; zfnhn|laF#0nFnEG+NASjfuS89gplxO1fdfoLV;2`dYRAU0qnzwi7WgAI>4+*Ps+i; zq2A3>^Hh6_y|RBd2N}gh5>dcqUl5xX@SafiwpPf#@o+&c` z*#gXmg3N^wZOxJqwulT3@0sh*+cwfLcn4(gT>7j)Qdr92{sqCAw@74H<@ny6^6=$@ z^6W>REFbyEvy=Bc^gwy|flK9JA6;Y2rq0UY(SCn9Iy$Jy7U0Bt`+K||T!)fa_*)bu zw5QoUWK@FSH0+)^eyvXyHr-y6?LN7poUifmJk!lI-50PL46vUO*62lwx=jyE=WhR* z3AQyqV}g!KDz@o}BH&wG=&V7T{5MG{Soo;G_nM^k*Q&tI5LOd)1m&?cGxB+jK0ldG zYfOL7r|;(E@u|3nYs`Ix-~q7$1rZGO%bA1%9nWJE(=?~7q$3k|D(JgoRizkwkM%rh z!Fgups*DnS!ne26wn9&lu;dbNyy|mbZaBmNHPpT6Dd!#ZfAN$KN)|C z*G5)aQC=|!cn19btuHI6vRGGBV~XsRP-n_Jf*R281e#}8w(Qs=PlBIQAxXc_&5oew zBK^^Gf%Ki$`vlq*?=(MHn`936;{}cmZ+fkQI#3i&X9<`z~Xl9mv;N zKMMnsf2%@1+~uMF5~f=TuoqCEZH6tdv*K$`@W=Z$6)HCas@iN1D5Is*u7OnM)$HWM z3}vW5o@f6*J`W~!`_jDNET3EMolrVAG#?x8FC8Nbl$s@s6#12SqA`1=3zL5Zh6R|# zg+-4=EO?FH^L!6v71)%9&f3xDowEWn-zO={dflL6oP*+K7QqSMU~tg8QWjZX9`4rf zByU=M&VfMmon#df!hYG!Kt_6)uUJwOd9DnC0ih!qh&Oc$=cNZnoggO@eD=}R$w4c~ znjj^r*ee;f>_x3UxuX$H7$1K~sG6zku`RReP{l@tAW@sStpgQluzxj&fdAtLpF;v; zYKE}vJ9i7aSwcZEqB#{EyKW!*_u%02Ha{oO+Y<-ZbH65rrhzwwKcBa;{H;nKk|d8; zm?A#UK9H?ieKcf+!7oW6EC7$V$pgnhv9QwE9Skk-7K9`43OQ=cxOIPcn_9W6P*zvl zQ;AgY;-Jz{&U7-_ct_!ChqhprgYO@thX?!R=)xYm$(;W*;TF5|g#0OqOE(NRLXrvl z2l)TpEM0m9JA%dIXAGw|fmDwq&>l@EL+?TJw~ZM$-&u;%WnbRy#uxJ@7 z;191rX7)n4pLn9eC%a%R?3E0B8DN^tyt~vYx6}FIN@L&M6ZZm<4$a4hfjY1<#*daV zAUbF64p;4N8oAXGgSGJmpTr$|v1AccK!c_xeO1nh_5#jzb#b0D(MD`)R#ASM&sVW+ zwpi(0vTuKiXkBhMS8R}fox?){T~RZ7%aYyd)`kCHx_N?3h8Lmv?iwTJ+z)ceEa~_k zI%06rK=>%0Fd3rt>F66akQKwoiHrI{8R7qUcBNp9c%Vr|)i@!Aa&|PG>`q30os8D3~Vn02#OYV4484A zHKBh~lGtDYVS92l0+1)N+iBLSPXI;#--ZU8qpltMmYlhbn;TRMwQd_fG_e#VQN3SV zCi!2m@O=lOB`JEF&9!&c6z0HSSVI-mRZ}v~Wp{>py`wYcVr?ut^&Z{Mmvc9*dAb1+ z19y@gEH{(0P9Li#rmiju2IPTNUsIk_IzfMRMkyUzuetM;KYBOp2w0=_ z_3{?_`$LCU0_J)~6xl|=5?X9)=iv?{5bKUsGzC+sOR(+tpDuGhyHPt|S>uH7q+8G& zmQXElh^j7YUJjKPJPUVrGv<&=qzCA?U_WG_qOUPgjm{Jgh`@NySAi>OPxsuC5J`Xg zYDy9eV(PmYPIazD=DQMGtn0+-C&mhmL7O$LHGdV%^7bSzr8fIw(%Wx2G8uEW0cJ*5~ zfoq6bkF98B6%ivXS_hSD9^E=14j`-G*)l#`A_=h}(0x~B6kR>IGX%jAIL4W>T5rpp zyDyiUckYxMAG=$g{@@47)ytR4(M5FocIEcn+vWAw-YPGB=e6?Ow_Yl@Zl6%o?(Q*I zA-4>GIAgb3m3wz?i^vMk7ae~(KngP>#VWYi%2Ierg213RmFTo@BB)z~^LDoJOa)Sb zzClF`B*$XGYn5HS6VC?Y3=XPs((Dws2C20{rgag&iyfcv(m>=Jpm$Q>I zzU$L_x5#Sxp38^jqtAY@y#IZVO`dq{J>|;9qjGe(VA70k^U?lZIUs*KYFIGaeQ15S zP!pG6bd3Ql=Zc{!Bx#+Zb5$h~9N@KpTjx*E2s%@PI`G1+GC7Tips#ROD)so6I!D$q zX}iF9PO`{;wRYQr#9;v#`yxTGpsztYDVS3sDWc9)mhI-LnjdRO5XA)87n*m+>^9|< zxYh;X<+XND#s=YRb9jHXa2twuzV}v~O>vrn^|}5UWH;|Cgj0)KnzwZ_){U?59ptQV ztf2&|$!gK3)&x!v*J#Pr1gw{OsRb&>Ha-;kv2i^!Yx;VoxORDK7b#7Hgm#Y6DqJx| zX(TQvLR+GzY7VwwItT^5W5q%^+^BbGl#$kz$?sU?@;eqZim`uUO@0jvWCslM$ez*F zY^D(+wHYBvhD4DUY^JYoNvxm;jyN7fR z4AvmUv-FmpIRbmdu=Hiw=T-YL-O%&#LR)hUiIq_w-iI|Xv)4l0l>$jVXAIq9QE7hz_{>z|mf1oxzGjoQjaB0mO5&slfth8LF+qOpfRTE`X7uLBNMbre zz=J+Jw}yMMbMrBz3DuydeadMr3l})%WYl6|tqml)v7{V90?{6}mKh@4Uvp!D$V3{V!g`J4=a4ALJa*Cx zGev#6yy<`B60%w=b=n9DSTv6X_A&gP4QPbDBx-y_$1iwNx>lQ2J6!qBQmE)FA7(hL zkPXv3CpgNc!8LNwIF&S#rMU7(W~9~yN|!6Yt7<)(byZN8+NwL}5W|vZ6?bd0SOD4A z!TTgDVh_z|Btg9<5!Zs>uI425l{zHMy`yAkx&WX>#TJ`wp)g}#cOSo@mQRiO*SROY0XL4k#E^R6Sb>%xoX`*dK{B)Es1 zYb$kdXRM=;dv(YJ7ZT{xrB|XkH70*6UKf8lM9WhoBe+%*JME+ac;Nzwu1YyReY4y< zTbCDJeZ9Q@iO0*+&pcI5PnYGz7hWtcyzrg!*0o#Z=I!IMTy3dS2>FKmUXZCQ&rW&I ztnj0_2?+wgA!mD@{cN3D$r~WxHftsbnn3aIqEgN+5|%l*ujiGizY$yo`mRoox?q1S zhK3+wD>`psX7KOUKC}K6q$jZcvz|qQW){v)pN;Q?omfC!_sV87L`?uKR8pk|5)^vl#rEr|!OTUw1 z*@k9DD^)I9jFkP|WxzR9<@OK^CL~sA5&RWjU`xz=3Pm z`67l|JV!Mn4Da;Wtm{s}JNs7tPn{ceLV(JUcANcwVz?^Zkb*yo){R8!yzhTc2Q$>5 z_J17{w}>@z_BYfG3%KdRaKE7F<*o=hAb?=@Y`qCrDA&^ypyzJCO zdu)6Dys-}picLvCOXL*8WyTZnkYt2(E@)qIXZvu<^XI$bTvUj7R5aFOY!Kg^{aHhj zw!vZISzSK6%=UFjr3)j`5{7>Xe(8kJFNu&_BiK^h4}&%nDbH`?F;atirkFj-mLGBr&U%_j*3-@7;b! zA;pNqT2LeVv~Ygv{Xm~K;jI~&6f$TnAUBwa5yX-MEX3=9r<_EIknnZvQV z8XBQ$U?VEYgHXq%K{J2FI_RJ_l_*zv@Sr(+!Rj-H&=+ORgvy$43|?`67V^#tWYW@R zoa)A|i=#$Of=Xc1)WBOzetHJcBrNAyNPVw_Htshv7 zQ3s#IL8A$hYE^A*hic#5s8l`zn{n~Xf|Ty+gqoQLm07MVdB84Pm#hjJ(x7Io>eoSD zx~h^c%5zT+G%_C%A`I0ATc$ zXu<~^@|nA6@40_d%|Q@kN&FG#>Qkhm# z+n4}rpg~8U;)o#O+@E+3ToOq3=4Cq*ENi}+l-ZR_gu#DZzO*bSC(Ckh;|>WxrnBv2 z@39AW2(TZze4)JX%3Ec*K64dZYYy{IfbOk!MXal(l+&g3^$3klmyxV-4xoJ>Bt9W) zso!CkvKDIo4^TyE+L5uG^xp1lPy1Q%Ry>0rhfm|bb2+&Jo6!i)hc?0o z`P!yMrTLlYPN`U=4x!$O0(f<^;Jrg z+LYzlak+W-Zu#g_Pm~}1kq?*mzW0&IqmMjHDTKqrMcJQC$Xtp!J1p6~y?KRFqRW7y zpvb&h;jHg&q*BNAw5FrT5$1C^T@q_gPIqNac(BI;tY4S?qa)5?Qt(o$`x|zM=VagD zVg-MGRvM}DL9EI%ZVG(;eBmpG-;i#VlD7tFkFR!HtqQR#r)gcvd{&K5t-00$ zv@V_^?9wd8o@q}JJ7X(JM7wmc{@z|dxpwlpKsNQe9`T~Wj0$inqBW#OqtQzkksL%J6A-H-ftj%?SA!YJ2a7r zS!(ysXokFYy`S7qW~vj2O9p~xJI5QmhDiX^=Jz;WW0-cj@RgXoGsdT!y9c=vx@S$Q zgz!E{06{RDajW-)&zZcRTJT^OR>X9WB&cW`CqX!4n$%Yc=O)psRQ!ksgea-7N3wrS z;(6!nYaK$uLs{@LDOtv3ytW&I#Z=JgwMD~I3Kck#dl}0wF-%LkOl{9N**-WC;{CDrK^VpO)FY+2I;)1 zf}bK&;BYx~Dse*BSx6Y0nVOocrghXgU6M63aPbSY-VKLp2|rA$UWbd|GroV?4ztds zA6Q&>{^eR!wR4Au0f1pI6IWoXaB5n<9i%kurG}Ixco4+XvJD~D=E+s1Cdy`sde5U`<(T6+(YvN8Ao@1+1E%&|8s?m*o_?&+85M5&4jw#=5suu(Ups zY<1)t8%`juOKEJTCvZjsu@O9eqQaUbw!s7?{O#D@YIkN z>2R}Ca)G8gC-47CfZ|Q0_1f4aRdw^h>%A3rJ9YUx_+SEv`n__yvSI`k8;EOBBBV)9i%jI67y<45Y1GEhD5>slwTl_IfjBz%m{7^=|L0pqNP4*9e7Y1xAk!FpEi-hl|Yo+*fE zR4h0tcaL8zd(hciZTrEI!gc4bE6&_q6-J(Dz3>-3cPQ3YnhIOIPMREZY zy`1=L8WX-K5xU-8vl#b(DhNLtWdTkeY@c z@2bLJ-MOpxY~;wfL`d=tOiAkuc0-(~h~T}FH+GV^5Lrazj8x9o=tb z5)Gjs^-R&kY9lv+6}g1xGe{kL2eaqm?|R#n(Z1{Fti9qP z@BV*n6NW;{QnPSk@mSXjvn;~w`>@PRUZ*D^QAjb#2@)L!sIFvY{C%8;D$I6Hy$pi` zXjCh97Jg#FXJ;n1I_b@U!B9-2aR_Z0Hxb#!f~dB)VJ!7`DR>gTR|ihCk}?P_D(!|n zmQEJ%)h(F~?ptyT4ltZF@OpTST9{bN+_HZh7;Oh}72@>!shV}}5b59&Ga#P@HAal7 zch#GuB^1P5@poWeX0y~r-rom{W;D|Dy%Pv%;u$7O1_25;HWE&6ZtDd})1)OLnk8uS z48)wH6wez*bXt#=TJhjvmH^ZYN^unVAgy(E_DF66#yfZASx;N_T(_uUp0Tj zp#fsEYH8G$P6m!_m9DATPE#pG*ql^@pCvTcA(R3HIZQFKDuAM6_cN%Z zO?CdwbmWFjh&j*)l;;{#aaFg@AaZ}hz4_Dv)v~syU_jRT>54VfMq&Wl4H4Z}EFvV% zV`e?%kUlUo6_KVe9EeL>l{6JfaJU2Vwkl=DL3H-OxGM2Xjt=+Bo#PY23+J;tTx9dT zOFJA$4_&=lzWu^0<@UX0S?!L?hEfPS?kyE!)N$HB@SFs;)W&tgt}xPfA<};-6+@t& zp%?-!-W`E^AHX8x(n}R0pcMtqyIs%C`p`?zlTH(Zksv)Po3Z>86Lil~0G3J7*!5W{ zr@L}`rbCvj#vt$lb7z^Ad-p)da>T1xo~{@mK=+IUFPjZvnb?cEuM`{MQx?=6oS~S9 z#yNibTEt3NYxo>>`5iE@Lur4)tk8}7^91q1Luk-9JrkY1jnOx-Rmq-kZ*X4Ufetzf zCLcinCaE4v%OnBcP0AkGJ`H)bh9=)R^`+M3-pM_ZuYBx-kCjh;;-lrMr`|WYaJXNN z4rk@)U{MZ__6QNidAGkmXMq8P7~QBVuL%_Fd_SIvLjjTdg`*$ous44;?O84Sn)oWg zFO!!9rRkch`ki7TyC~kn%9D~1_?)DFH@uMVA%$F>|2WfvUg0>3137jlFt?T>CtkLF zcV>C%ubjLpOmLyL8=a`XjRC5a+q-yzT}e}M1aijvHOUZu08`NEJZYRydm;K?J!_%@ zT0!&@$m)p8y*F5-x|Dxfdjc1^@SWnJKSOZxki@k@i;7}8SHoJ(q%WuzR?LzF%Cl3d z#WT1K!l}4Nu~3^Y#m%BvKxSum{p-5swU#p7oAZoIGDkE5$=bp zjFFTO?uCAZI=1F&Fj-OV7ey(2FVB7*j(S&XAjqV-D|w_=giL{MV_7u(8>F%-_o?@% z;y%SPdLAYPtSOQAe2P)_`SAtxVP>@FoUjx6+5qs3r(z9v&0L7U4U@^2IfIIG^mBNg zguAQb79C|Fk6M3MT!~F$cEw60pb8OQ3N|$kbKy2<5xgJh%WgL1fDJ7uDtQ*z2N$Ww z*!4!QvV*XyI#r*A_JNaZe@}>J0_JGNiVznmZc4G-DOo)m@h5ap1%1YYc6YslV>g(x z$GG^S~gHk3ibkfk0F;}om39LEA%rbaj)rlSh3nmyH zBa^!hJ?(#ZAgQrHHk0uu00tvwM2eNP`WbgrtO@v7MNBf}p<{}ldrlxw)pUCF_fE*% zFc1VtOoqA{Csh|SRNmMmnRqPQV0wZfbp}lT>q=k_Q~U|Gy}dmM?0Q48+Gz~GKPwc! zT5~CKw6&AUBcGR$SoL&0xA+Et9{VtERP1r4PNz0GMl1=cgvp zwe#st28Z}H_l4!i*-s_fFT7&1SR1&p;6U#;xP> zt#7|vPEU^cOqM3WK!6ILh{Gf;WFD-(=(dTe6GSP? zx2~1>-d?$U`2n6Qx2d%!@&j}_Pww5}d8W!L3YHT42BWEt1wqBgC&x}`qaP=WuLFNV ztZmGs@yzf#NdTMq^X%na<|9E_?&nQn8Yc5fhWY#H-6+qdGx_6<&z)zVEORVPfi}Va-m$ke4$*qe8`U7 z!NI)jAMEpU@l0XV*fc{cIu#6DxhH?M&e;jY8b*=D74As!s1V#(kL6SJEJA7!ABo?m zihEb2>1J{R59`ln6@S9W*Y+^Z5v(JQHPnue11~4W*h7LIW6$Xwvg^~4&j~`D-b}PP zTL7Ix1W!G~#)TT`5E}d;_3Ze4K|N)x%|UFEaupfFP@Z*%&g+tElCeug#t469lj3dG zT7pOw*s5c%;_^xE)ai0p-ddaT&3+$-y9NTTuJw6>te`*YlZc#E(%uB*#M^t1__MgC zD}4L@n5Ox95?ElZgE7^k5Q$lGrZ<2@<7yC1zNCt>)^a|jBYD5S?vV~Kz^}DF_sVJs zayY|vgWRFECt&THvRRpMgrk2Rjq#erNnGn(+QGagGIz_jVb2MOq9i`gBiErnn}%%? zf?5z@;YVi*3k)43U&7>KRd01lB|7Q~sYsd85Xmbjkr%f{*VW8Ea?*_7QO`6N9gx^( zE$BHlc_*CjWQp}0cVYwlkBr-l@AT94bGJAzAu1$nN2!+#k|;yv&z61pcvb0FIA8SpC^2@&ctBPC9n$)ix|+2jM6$Vb;$eg(u= ziO0Vi?PW<7e9lJkT;f4C+M=Dxrc;yC5u5T95KZ1*?fi)HnVC-)y!xTLx~73rBuq%| zaPYtxOWam-LFYGSoKAm(3!KL^DIt)qP&$~IQPDsqwB6L6WMXN`1#Aihg{3T)O)o?F zPNPp%pxBd{xavn?(-68e=OVogw?fx#eou?Q!AreIU8|BgbyHC372E+GPw5M(J1J+~ zSIijf@Q?-+2-nkIzA8U8WVX@)Vh$U;8wd-h zW2%F<4Qs2Z+!A$iMn#ir(b%R~MOv?UfA}Fd46Yx(zMQCXSgi0Fnw;mv-|tEk0;8($ zVpwFHZW_+@aOi)aj)5w-!^&PY-95vq)Ty%O6{`&B05`ZTyEhOD#&bZ|(+97DY6XyL z(lv)zA&XofO-r$NdQ8^AklSfjrr^=`i=i+SlJ)G|{Reg`*Kuf0VtIZiXg3)O==n9b z=ps%i5{$Vglz|EJs&-_Bcu4j6JnPHIrE_)`)g^Oo1B`0C4Ewk_a0g1#Y~`btMh2jwUgUL zg48Gce@N*_S^L=$DgxIMxewaKq~d6 z&;_b?!NqI7&|4@$^E|Ze9a_tU(5=~7b}KzJpUZBr`{!K8tQODvDQY&EAGX?Y{*4yc z)3?V~Y*0i^4_q?3<(tGF599Oh#z#y3xQSnm3bcE?`?(YCE}fOT6`{R?swz900UFZ< zJ?;rVI(@4-9^2H+edG1~N?DatM4AB=(GbJkoKAxn`DRZ1qMXae` z&N<+czcTikn>ghB7K+gAM%tznr-FA^dUTuL`Z)bvvOA#q%)L$*f>$a%O#|WrykbtqjP@B*nSn^>cKmA;@z?F{;N!BdI(K2`t)4C6wcK!AcW-0OhC^OccZKZeIK+tbPjl<&+S(tu`{n(0 z3+-3-r+NfG!oGRNS~t%gDWnc$vD1t{p9kNyy?F@uWaFNY82yAl7Z~aJ#Se7q@3VW0 zP8Pk2JQ4G*k$y~A71f->X;xNapaC+wWdLrT?cCeu2PxG##xH(|=XRczlsDFSi)pFG zAg&5BZo|E@+~J__6>a*E>)?t|NMdP_fkAq0?^A-($Z4PWt*3P`4}r)7B)(X1d+`D3 zZdVPku@n3mS?%FV@O~Nv?4|Ab5++Y{#V||#m z1o!L0W=j~*A>Fxq(?2$l$FXanH+M4o_OwQ;V0Q!}oJaQhnc1QaSJ?yhf1XBsSE}a7 z0d_`AI06mn3NiBH%ObdvqOhG%6C=|{x?v+$d(`P0GG-21``aHzx=f>qA?eYWeRb}MsH)tCP<6NeYV zvTL_OofzXIH?ns0XdA=OG5dZC!uwgn#%Csnv zC5EeJM`Zt6xCIvcuyE*T=3C#8wgE1!Js!L)**yEWgX1+~4tOBtgkN|&A&%`OR$+Ln z1T^-C5*%xgh`*3;3(_3#)@02M9&ZkUqNgxO?~_7;w4#>Nx~BxrZ)LB~BsO9%L^A}7 z9$g_)I+7CG-X(ENB{NYWYLNbga9cekw^(=O9o^SzEYD%KFS5lwgQPCFTC-DxR|7&)7y`4(e$Ioy4orX z&2qfPEqqonOgJQNCa}k111JS@M!s?g7kpUEHMWMDw5N1^&uXn{M0M;w=Wmfxb7K&4 z1k}AAf{yIdA_a0oD}mGVJu>M5!h9%%*CmvY1~7+1ODQe<2Gt;_$uo4HiTT_b0{w6z z#2?9l&HXf;6ii`WHxcc+Q_m*?x2XQ`i^KZpGcmv_y66bWiw&~6D?m;6C6tR*!_d<4 zR2=j;Fgx)FKk>}r$`Hcf(Fmgi`p6yV+T8_MK<60K z@$M;>@*)({C>re=e@DQGy?7={UGJ@DE2Tw*-dL9KUM|6WP@*of@w&23JO;3hdKk3> zqM$!z;ePns@v5z|@Z)Yxpp6sIN7)cqXfVo8>$>W~FI6dK;MM%U6a1;XQbDQ+U~*aB zY%a1GX4w`mq&=F*-;~mw8a!(H4;ZLy5GgJzb#v9xY`;bBJ|Ib)xO@+aI#UQ?86geMnkNh7TvdL-Rw5} zjWy8OI`4!lWx=I!Of1wF%{CPl%=o3%!iIzXQ1{;V(wm3x8pRt4l3!9e`6FRe*cp&LExr{Pb{$ayjo6OXQw zl!F!dClkzq{Hb*A`{pRll&7ql?F$8d)QY;{G2a_k<+#X`x#t)0Pq`Cq<-q({lr^rb z-0sxjL)|4RYhzApyVb0*sDFuP4&drF8>6@q{7$)VV zH(P1$JxJvXp|vI3{`9l8$`gcRgDpJVIvg!=m`vH7n_llZ`R_#f`caB=>TpG*4IDo+$s5z zsp6eoKmc|B9d(Ta0Fy%rAaO6;YGPGz#<+{+7$4NC>+(d-s{|rU7HvRTNzKjkLC#_& zS*=TBrtf*BVJde6i(t!t=A^=t?1e-9Xp?_t8e5zZW!5N|!j5=VU&o}5HsKL_%#W!_ z41K3-wGG9v?i;URI!9ajFy`deXOwDzsvdp)R?)}0muAlE;`}@X+TI23UV@eZb)|ua z*6*4$-YVwhi5of77-|H%4Ct*;wB}%u=hhRsClH08X>s7UDIB=;LWRVtjdY}FqMwjE zkxBJy*piPJNuEC@Z4!A0e;(@>fyUdbFq&paDQyv#V)R#BBvd@l)-YBr+sOI94_NIydgf>5PvEYQofX?7&;1uy CXLM}< delta 33388 zcmV(_K-9na=QEnnGmsYw00;&E006VN`)q+Bg&_fjAp(UV1BD?3g&_rnAqIsZ2ZbRB zg&_%rAqs^d3zZ=Zk^<*ZwY3aDW`Df*e3CrNuETCtWoBiWHq$dZe#h?YtikRQAgK^Y zkPLp&cm2H#62t-!BLoUA0CL^<*|F`*r>RsN_uk81L?{%JD4IenW~RF;>u27(@7{CI zJ!hL4Fy=FgdyzC6f4>T~KCd6zVxRNY`^B@rrA;Kq`@-`IZtDN^n#57D~wAR!LXghFlI20n(%~1>z|lXOtke*Bihr(04P+2 zP9RTGCAhGKv6(o#lf9*4VBHjd_0e`T9h75;_O6i+l}{N4li0>^COel2RZ{a>y#O46 z%bp`BK9kqwnep~Ma?TTEQ-3Z4a8G-6)R&N57~jGET6;R87+u(H2uz4fZpF&xR6H4 zQGm?$`tMEg4p5;n3l!R&j;hXN2jasZ;JbqVEt(ac6^4M~v*3Gx(|<{0Ea86mu=JV! zS$;2Qy#{~d(OXcLM)8bJtXX{$drdB<#!uLbQgX$$d2JZ1P>0VRplviv`)6+&pGf62 z?BX&nQ4J;C6M)CcFIkkLnKhfqE(YL4G%r$2CM7rJlzZ<_|Ll+XgVPBV($+PdWB7ii zu83bkP=|O?G|GbgLx0pljUYy!nbF*iD1Skf(j^+{UZI*Hzgau+N+F3vFkTuxFr&@y zZeNf9CvG$+1})DITOFB>PLBrPL~xp6ct<=G2vtl44Z#c0g3zBOIpu)hl2NOmg0WC=NmMji?{cg!9Q^I<0udXq4j(-`9`CRj52*8+|Gx{N# zX-65y;x4FuqXCWy`Y>nEx-K?O-p6ssS-m%bC(o}5Um#*blWQsZ=;hym2 z8+zWXLWbalIOEJF_ZN5o2pGC^2a7oaExz#n`5to6dw<4doZ+Nh2f&-n4QX2I6$Yi( zb$NANPfpM4^z^bGou1J{@AUj?d%eWq{9b+Y;Bo!M-~4@Dua=~O%@#*;N}NKa6ElF@ zx&%cR^8=7}UrFX2U)Zw%%Nna-1trfJ_e|Djo-3ah=}gM-;AckJaI+_R_n?1;b`#W> zL+Cq#K7U4r?Yl?{AP!k7-*%Cy05YwMYkQIyu_Hm^{8VjetbObD9SUN=L>j(>i-W4? zZ=clr@4i+4=%+ubm%sCz4L3IRM?Zb9{zv-y4}beX-E8;kdR_Iw$Dh?-{rxZN>xWOV zrt0zI(>go9f-XUR#(gV@$bD;|KflCr;``%oYV=an6tu+ z?0?-`#}tskT9Zen5<+_ZK`GgtO#saC|H4;dP~wV&yBxE9eg~-Q(*GVy7~)grWW`Xj zqO%cqFr37)>9oT9&g`YJh@^2kn_Hngb{gV%*2uKp44Q%3pRY02{|=aquLk_x)Ov+; z9q%$AV^7ZWe)E~_c{K}CuPMZ`DQ4UCGk>ExIARXg7jp(Odc>rlIwQaf&ZY_Y=bCMl z@-9|_5fKzfDkMA;@8q`+YsZwn+bZaD)PbR>1q&XZjkaRYx!^O*0x7xg0A}e{3Sd_L zv0CMfbPTj^zz7m+9I4CdhmjFRmtv@d0b8G!@f98H;dODeNgxH+h;sw%Q~r#*$bb3D za8$e~)vbNjRwHb-o)hw#O(`T;Yz7Jzzr+mvOg%5A&xyuHw*k^Kh=rGE*_2Tla-r5W z^tH;9t_%D%K|jZtXY&`ZMd*b&C|zoOc7yVC_qG;L89ze+tGZtr#p|8jJ_6!BZqMbs zmtKSP^@KtYGt61@^je1BFPmi+YJWmpAZR7_5F2Kp8`D2mc51Oq(OHj+vyY_fAH@CX zVy@>R^XOXnbCM(V=cH#jrALlA;z&-?9wu$m4?T(VY_5S{_Q&jSpG1J&qQNX0znsa` z5X@SEF%&UeTog%(m({Q!UEJm6N6bTkHN0&EWh->KD}aQF+Z@G^C{<$p7JN5su> zc0$Cr)zg!z7aqF&B>RCGBa0RaS!?Lez+1**xY%5BUV<;@=B5@0hwa4?DcDr4*j>

frFaPb;dpiqm2Skx4=+%wQ250WNf90PVkoFczGaHjJv#_n6b zryD$a$ey2N6w)Z+b`NPbBY&u$j{-A_b*`2nc}y^#Qz>X$E6yUh<-Vt)?q==7ECm*6 zHbB1o%;|cMVos=^iXPEk@eVcD0kd3ncX@aleI!DNYry6j0%iBm(@bZc*VqZuCQ|_m z{(8HXu{dVJ(Su9wnUBQ?Iw>r}Cgt}K(cuQ{ifWC{2Oc^OQexAZQ-6(@kR^Q8VO5X@ zuf0<;Ta<5WkMG%k#%}pouz3#>K?-%ji3O*0aGk?`@UPWCwP|6V&Nj7cH%XG%13p{( zOoy81DI*-jzc-~29kw>uGN{c4q`|XW;o#O@hm)3Y_9@P<~)_YJ}0PR=iub#}4bzV-Txb#gSXU;OGf_3;n!A;P3~y?Ihc z$4B+#=~-~6V| zuGaP7(WCn1Z$7HueEfNR_05C2SYl3hTaO<`;T7M`{TkSF(*`9c!h!?UOuzD-|ZGMVqZ=)Ux~a+$CtDU)CCJr)BSDRdTHG#3y)ZY45AL|8piTP&#=)YeOn{gNd^M0 z8}SJ%2Y+BSm|vukq6k)3D{&d?O8&Jm&eptWl!aAfMR+CWhl&LL?gGe(2N+LLcWuTQ zMXr7Q-EQNc25(=j-S|Nw-^1BX@fsKKZFbc0l=-Vv!&-rfja?`dv7T#eqc-${>{RcFt;Fg94_LHO&4&@Vwe?ra z%ZBkEe&#-A*Y;|ObEIx+wca+spgl`cH8VS@xWuc^{CI$0Q>Xd6NOO#-n|?M*ohi(x zDt}hAwoyP0RwG*T2GRLm@Xi3jNQAGizfd&Y$wO?U`uni|@ZYAWbI*I+Of`+pWdR9j z1SR{$&jR3JdqY%L|8JyfQjs_Xd}!A#rs;i6{`lwrM#$_si?Y3fhN8;{4`^+?l`OAM z&TnK+&5xy+4Uz)4ElFSOhs+pUgZ4Bjbbs3gL=dFQ4R_i7Tu&16rM)K*n=(s=MS_J9 z`f2#EnQOsUx`H|gvGDsw7Dd5B=$1?tEx<$BEY#G_=d2=?c(_N@IT|RJdXh>s6DY+2 zRxkzH-wG}ck&0K%w)}{C_-9eD^aEA*l;FWbd??C;(ByZH9NnFbHgcl<)l8PHjDO0{ zL-&j*rROhwcl=owTzF1nr-#Tb-wzJFY+CWhm#Z5d_Ot!DR7UN)r{52yLKS#XX2bW6 zowPic%oqO7GucCD0SUmMv>E<3s|s~y@$MsYoa=7)o@97X7yF04RG76>u^~gF!YI3e z?cY7G5>9;3p(rYnE~S8x&PfiwU4MZbfgM3M({0aQ%QH`a4-(41BlQCSi)RtMW_r?s z02&El3k5j96Nihsl)s)$5QO@w_*6j=P^f>&uSRV?kL(PcOsi&b{a_8+Uuy73q)1OX zscRj;=-i1KVc^DIbwJzD>BAlpf;KgENWwKhm?1!cf)Ce;F5dNW#eY9NyML&M-#)HK zPtNLcwW%jhFSh5G%Ua*;)i)0xGjV_TwFF`Tz;EO^P#vETG3TzoaP*h=@= zc=)Kz+g_eu)M|NM>(!DJV^C;GH{ObEGUI+iu{5Z|ah^K}vpNkC{eQ_?0i70|F8CN; zUR)9on$9K6Fm`8Ql#Yc3MYwe#{@_C=nsMJ^E=T)RDtq=UvpMpJz$5X(IZlzP<+9l= z1QxxzykyKhIXs|n3Op1qug+_=xvJ+*X7vZZ|I_;JcVC}8fA@AB%=YTJTSxW6bGJE{ zH=9qI-3=1n1FU�DtJ2D1OcN=Q`s9Iu9&@k;%fdY49)AS(YSL@h`C!Ut|1gU@29# zdt%sCq$92pmBL=&WzQ-p6f?(_TL*2$U+JI>XMGZIk>Cy%N<0S!OBREV0c+FoLIR%7 z74y28<349Hkw+x2>3K)HUkXw|0oi_jOqK_B37AR%u{_hOwST27w#Sy9hh$E@vq3y2 zlv(^dZ-aZG1gpLo6suWmI!8@Gi+m959=h$yY&$s}`5XiIjj!fgX4)&Cliz^owVhqW z&^pXmHC1B+-zsJVbl_(K=JVV|v%zbWkH*3q*|3OTsav1(Ebn~;t@)gX zQ5`<>Su`7pRDZ;|mYcM3DFImPn`O&4$J{D;v)-d&5elG0^TYYXK(WpkQO-TCv)HA$ zaUljD-s4(SUgWn}|2$h=*fk44S!?CG(PgZEz@IqpTz`2B#LAXZ5$C)2_(l}jd9l_U z2vF5Vq1-CO!$SSCgA6nIQ-ES z35Cw6)3a@C2huG3Ty!h`fA8#b?2 zQmhVJr^4aSC`Q5nE_#UufOi9BBw+KrQ)uoK*KJeO@0y)6AZZS<(QAF5@c`8Fz~|$h zIx9QfOm5&-n2L^|V@L=KsJJ;Sv9`vdGrZ$?w}0U}!VOPLpMh|ow&wS#V~pezvnJ^7 z4XT+thk}X+7M^a^D`Dy#uNIUC3H*ExzNSv1LMx7lN)Y2vnx#I~1%mWkBCxY7{hTBL z&xsZQoD=9Y&+N@~Toml`^GXDX(3(cVV}OMj_N0oL~(dN38p%`H2=uoVHDW}LeZ&NNEl@CJg*8=`@&eQZn}@oTTi-D)N`iM z0&3mb1aU(~t3*m!=;K*RahDX%wLpeBDh;n<(G>UUU?ya8gMEJMs19e-x^w4NT`pJk z?fplSM^Db{{9?IXy!1ldK02z8Kl^R{_J8a9wT6$}-d>#?p41tV=B;ROkh*UL6bkpu z3W0_V0ie0)D|thkwPH+u1__G<9J<12m`b3Dh-zd(0T?j*lXOUE-XjMJ->Kg{nF?fF z7yybV8oP}f`UN7O;+d_M=$5ZoEb!VPe8Rr=ni+_2o zH>b5+eq0Y8J+8Ojc%|NZ=goTQg?sfUfAyRCSHJ(?S2yq9{>3lrVp;Y0+lTeRr@yVg z|J85m>-&$n-d5`yS|D(iw)WY)~V-8xe;8__ged&=a##Rjem;C&xkOG_HVa; z2sKiILzxHVJnT4hb!&A+ku-$^=XMZLSdJiK@OJ*o-e1@yU#US6Y^Ks-I%+1=^mqu0y1jU++NzE?f zDz#KVDn2JSuhPxKPa)@_il#QI7C5o_n`a6vZva-XK*czW>}tCy+t|?5K5;kzbeMD_ z&^!RqCL%NvF1h{f27Y`ttCA7~m+rBX3VsD;v1@ekL}dw;Nq@d4$XxmiVWd!5fm7fm zt?npG4TG9`q#j`2Rkc&G<-uzYb*4n*aHi2Q1j4+Sh8UvQy}4nFUeDIuDt9A7ff8FF zie#dRPz-?{ADYJ_qB?N!pDjZ2JA;^wMM8VV_R-5VMj95IJ;VN5I2vviHF8kX^DsD- zQU~!C2HCWZ?SC5>Jr#BatkT2|66U9d0z(WuDL#QRz=Ip<2oqsbl>EHLnL^&1=K$0) z@5S|~cG^Hq2_7hMtp{wP5;Qc`JH!Q+F+-Y?4nts?MXo~NK6wZA;Q|d zUQ$#wVGdlcg;Co3_8gz%o00?5Np$#kuO0sFF!#s9j(>_&9hGitWl((^>DB}v{7fg$ zc<>}45@OjC4t!w`C%)ih=p7^_Pys#iY{d43G`wdon~`^{Df(RBc*WQhX`2m-btN?D5N_-NmUl@x?i%}`*k zw&MJEMUaSUQh-9wk@V5T22w;lvzvJW1rc}OrEbP^Y4A(}NiWz13B$}kK($kXaCvoA zN4Ia)>FH_JFAI<5^z?!%nRvd}*UNhJ=m|S)*cVcJ6@84yy1O7) zs}b=aQv{SacJ)LfQ&Q0ZwE$pD4iP^gjNzme>Y6&2g%m?LC$>Da3^5IAJSUixxEmo6 z5Pty%u%RKF-snH+k4Y*WOVdrjJd`QbaS)_d>1Rd2oV`sCzz zQHKivDJOOJ?rn<39O7Kx+p1VNn2~-7^gA@}pw_;LA=a`g=<1R9`w{#MwaVR=?q@fG z(E}i8iuXtbR8sG5SvzNRhDzM1Z^VdMjeq{XdcG0S$bBS^4IKh&5=0dt@r?O`87#W} zKIg5gj-o&>jCTFYIyju4C-CE7o@c?obG!nrt`(ADF}5ODg|k=yKK}*)SMuG%&2b&ZAyq+$PPBqzY7>B^abvtM6SFeUgB)=9)j`hQqZ zo=g7OfppJwT6j+ycf&}MV>Q>7l_?q1xkUi&42&=X@rdJC-(p`tt=vo>6n&Xh!&r!Y zeOdetVE%g5M^{>&I#O-%Tp^`EU5GG3wD0#gMiF(;PRo@Nt7gH{kRWJ}GlA?P(Nt+E zVdbG%U-7wG14APT1{Hm7V@5JSczb09CEo>S zn0F0pPJ6aDvHJeArGyZN7FV+WrpgC~3egKxDu7zVzq0%}(TtUY{Npp8{oee$TkO8^P%-hludkuz2Gp?^Gb%0W(owYYfU!8lq)j2h!FVrDN~QyijnV5K?%}Go8+Bi>*i)!# z1DZT8U&Rh37ipP`o@(?k1<9aT zlul7c5i{s3Y6Y(cgW~9*lAdbG?cw?AULZ&lBn`nwqBJNn*|~KB-+Ee2qy&kJ=bw7D z(GI*6wk`J!AdrovY=FO?$%832&0CyVtU31$l^K=Gas~}z7XCdcPJc<8!t4TRy}kY3 zDRrG%fG-9>`b3IGBOs#B#%4}VN@JaJz#xU7tUSj_$8G_uy)Ff=&??$3v|DjeJcyg9 zmPTSE`sj8d{=eoL`#Peq35yr|*V#|2B{N>gW8+j75JAuU9Q^a-mAkVWL?&_O*&>h6 zfyG@{s%!7W_rNZ_lYbMgaf%g%uA$C)XgWZ)_xDBX!M~#`b?f-Do-Qux+lPim3FPtPvu3Lw_zrYkUSy<1VgMn>)ajM^#YFfZ5Sd>qTH`hr=TZp4RLRso=#cJmsmyW zt{}B%qUQv%d*rI%3Jpzp7Q}42akSoZl*t8Jk7FO4b2O!{F)1h*u6cQ}Lj+uFmTY$& zt24 zMLCa$d3Y2j&ROO88T&5Hc(WsJZHcH7qbSfC=!&4(KLGUvLUth*-dAtrHXx%^ASBd+C^R@x*P zqY8^71r-(P2ikYeK0^C^;eP*C7*%eaaVZs4QCvp501B7_Bs~(~d(;R?aw026J5EtS zQWbg12QLoYTg2;Hp3Uwf=)&C|Ak7*n&qfWOMw)&t&KEqlN%d~T3@(S>Elv%DxjRB< z41W{04odFrnRd>_;;r!cNj(<7KDkTQW%6#(=$#93##gKxHO#u0U-nOH#5mTB0DWS# zz;~&`w|Cb@Er2LT<%SQwSKRHuurzn;4Vd~wkelcUkU)?=^yeu6xmb;!@qmdedZ=2% z-{Wg1%`w1NQF?qR<}lTWNO<=1khS%-bh z?K3NubaG)3g%KoJ20z1EWWjBB};ac4*y7N3>IV}xMj~eP#`6i zu&sl`Ma>RowKzOr+&f(0zxQkL=xLo_Tut^aHrrQUdcIChj_TeQ-_+NS&wuM`dCBB+ ziS8dnmpo@G%BiSU^c=Fx_Tm871pve1Mn1&&ga>Z_5QJJsK8Cb0#T9Dl1H$oF2Qp}x z8WNWb`q=r80KN(W9Eo zYWw7zqAd3xJ+AM+^+x^VM}Oa|SH5$P!X*FVzY!6ZKl|H{>uR%C51*dZ-~9cr>cdZd zTaTZf)!F$HtVPl>BY1*2x2wx5&Y_7icEcGr#C@o(f=+~(3;-)^0z{~YY_+&+ut57P zB3Zs5(+???O;ool_v%dX=NmoO{4e7D0S6LbmYw7^h8t$irtb$@}7v#HczIoCRy zE5Y(SiR9H$RLR}FXVJjt`E-W7qF@1lXQors#7N1C*PImYB6S7F)D?YNIn<%q{s-D><4KOp0u^EGaD5 z&K6PD$QXzvfhFm4Ht6+=@nfx=;k}CalYOI?A={5O*7HnPk$*+7{c9zdlR{JG@o@-$ zHYdx>m|bl>cevZJZJ=snuNZh8bR8(@5#ZBjA-mOM(M}~-&(#k_lcc^*vLvcZFPMdW<8SNjx9_js77sChf)ddK23bn1<>CoVH_jzxS7;i#`O;K zSP76rkkaq(>XHqqvV{Y@yn3Rg7YwOrQXfNiv5-l+7-K~rT4;E-3C0QRF`v{NU#F+G zZlW%-Z-2a@cpSTuW8zGo79Ko6dW~#_UdxV_5Ds+(Qml5~evDP|&-QmLprZIGWVIJh zy(`u?jc5US7UrNki1uO=2jwVOGD-yN9#Wj;PZ;2a0p0ctus*FMmCc!%mwaEI*|YRl zKG$?j-3?EI9fS>43c-+2ZLDUgrHsug@3g%CtbaEhlIh;$x9OU4uyfwjelb!$lcHRo z?MT42wF%}vO_%AYuMqeI_Yp)$;L%J-zPBHeIXTibX!|6G`yi~80;IhsfHzcY^*n3_ zuU!~s?x3-ChPB#^R0jbkDTHeMWH_H|&`NIO?576&dvcXML_aFrp>kHgJZ{2HrV7 zBb2-)>>D^Us3L&3ZxeOO(sQmyiC$*NVWI}Ov zd07u0Ld522{qWs4>(y88)xZDCUl)|z|M}1U>$Ft(`CtCBu2N^r++tl zs)qR_ywAw8|@lk||_1nyKaaZfZS2K6bH;YJ&hkfh#9gneR*c#Oq4nnjNyN zAV@(fCZ3!>pr_qxdCBhG`)|Hf-+%Yb`rh~6n%uc{T*n9db^CZxC$|pjkbsFSb6^{S zq%AXWJUhAe6%RsjPIBLjsC|fJSAWMlH_VHjFBh%)xlkf|x1UDbV{sQs=a3_Cti|hn z?54K_#k9W$6hqp4rHWi#*Sj;@iik$za~y3ssZn4j z`O&ISw@1wZ5kU0cyx#p@7zV5k9a=>jc8FrAtpUk?N+W_)Z8nyzY;5E66d+->G1e!~ zHJXq-YR~MbV6FHwutmBWdVf@~J&J`oh*bQnyH4R9*Oq+##E?;^6zz1g%SeJt14MaW zn`O1-PiIYKX?yLl({E*OH%D4$&euUNzZn23gTLHk)1e8G-?ufu97`}Yl~|m`-_ErG z^V}$j(vHcU#|Wp8YMwRL3${@hFior&*Edyj{FgdNEmw^CHQu|rwtwN=4Ajmv00QWQ zdOwD+JiDP#O#CCA8VWy3UelEb?M;PB><%>77LKxldP4-W$@5_GjVmv17Kx!H48ej( zf)c>4u4r{7E2QLeDFElB!u{O#{cR3wNKSa8?Amo@8*N6v08<*Nu;j|Iw>k&; zTI%UmwM{?lg?P&`>3@pfr3;dDAR4+z>08Vd=+DTzj<7{TE7XF{0_2)uP!;MCL@b@L zP%&kG8u?m3+qAgt7b3BlUeshpL%(bHS!%nvP2exC120OMWy4=arls=($)@+<(GO5B z;U)>ai$H5Vwb>&pgmq+2?;8iC6cbIKC6iJKNb4rLh-~YDMSr{l@_>3aU!rCLs&|E? zG#v79zsEJvx{bqHX~nVkg>|XYmTDqD;mot3h?3m^C3{RqCms?z2tTMGar9Ehltp|#*9VIM9U66HmLODeIt80%;_e9dOhaN# zJ#VNaXp&R!Dq^V-dcM!lw3S#(gP%lqz9oGT^5hv%9r=HDQ93E_MpPaC;`{jpU z)am6ZJ6W`{z?wfmQfmouf>2Q>jlA<-ZS6~xndU|g%745NI@3n8^Gq}6EG0kPqvjwW z@)G%J#Soyu+Sj4L;IJP(s-(KsjhxM{@WH}UBLD)Qtp>YeYR5O}*@d-bLIv%meY{^+Owb(y69$zT7b&aZFk z^Dn;Ptbg4{pMFt~o?eiG3586GsX%;Yb5qOJlHIxMtE;+RLUiYb>W_G)V!psg9`Sb< zscoGcpMxXq4`(E)is+P5tuNh^rGtsrdDEZP%EQzke(&@qhA@_v)Ru->4VwJvVvb-U(GS zVSNB!yW``93q#GXx1z`$j43*VZPmM5;2a`;wT$=a?6i2Q^OvF$1kOy~b4-?}Yi93y zGMvI9F;mAh)WJ0qo2!UVA@dL9I4)F_*J#dMUeKllx(HUn;AGIV_>Fqqx`oeBu{=7G zYJW+wGQeF=mh;sMJ#`~mq3Yx^XGWt}=G?TuXwJm|@14OiGEaJfoUSU*y#Yua-^VEA z6yQG3AmFRU4GhTISej`MiztZqRNYK{A6}0XB_nu&_tPi6C|cs@r1zO7Kxg6n&WHf# zm46r5R4(Z*<6za0XWHVeDb5i(*?C6o<$oCbbk{D=IX<{LLY22-N zFFBGHV39ana>~ATLSe+^s}Qv?8R*#FEBMYZoYcW8Tcel?J>((71F`Lp=*E1$6o0YN z?0JCbu-5#>luz<^QB=bBWPd?=9l1tmX6sg7MVZILZYyhK*eWAe-at9$Lw1j)m?ubnW=X< zFguAEE+fslrHILdeyHH0!_N1$gz>!Xt1o@0?tk9BQ(u04zdroz z>w0>6M#JZQDQa*(94rob=kS<=j5N(>mj*AasHcNW9qky@g-S!<#DZ9fS3DG*uxcJc z@nF4Ov3th33Q|#faiO`VL5@09D;$2Arx;?fB-9gwLjO)(?m`gM_$6fgb#Bbq4TUhk z1>+5_>Fi=z7gyJHd4IjEZyr3U@4xeAeedlz>)$SaQ%48W`oo{RRsVl??KXR}dVG3S zAAkBqefZJm_4!x#>(P@_nwFz;mqYvd5{2H1o~ZFRq7OOZ%^WiRK=a+fhd{z9l%(0MFbhOUSYPw%)OSjC3IOzM5hpmagRR0biqQWZn}0)VQqG}*-oh1HSMbZ4 z!oamzA+g&|dVSHuZZV&cZp!3qb6uAgrz~!N^zN(m(;t7Yp1*f@auM+bHHz03#?&p;u&(X&PRl>tZ|;kq7KYqq)^@p zehYHsd+{Z(cGG5h^3}R7{{TglMSP1JGSb%EWWePv4zbH1>4hQ_W@4*)w#l!w#+-0d zyu&_mw%JMCNb|0NQl6KJkXi%tW9{SXgGU?Yy>VVbpnpeTwBonoxR?zr!fi9u=f>ob z3+s^pC3&Br{pDft?=AG60%*)TcBq1;a|(=B&XU3>IVd_kW3i~u66-CwO7~%Q4n&Z7 zq$1nv(Nw&2G+Vcrb&47?vVBN5OI8yB`Wb&(d=K*~)Z!G8{ftCx4xpEJLxsr{O@5aw zhzO3a-G3C)UQBmPHi?~9IL0XIGPp^S98bZZ7cZFY1A7pk1&}`qr|KjtW8l4eCa?^i zM}?pH0fx=3av85bJ|})(&y|xui&B+Nt-+iCM=sjHywPoVzp{gw=Ek-*RGLps+2q#&vx6rSggw5-$mwv*#KjkI)5sSPTn#%CeC-K79`1zDpinNfj?;x zyNF}nrNL|j4@x*Uy%15SWaw-)8U}Q|Tm_o$UFZ7{Wn?f@S2C)gpBs(}4N`_+5jF^V$TStt@TQ}a-at7((so6%#^=do zDt{C<6+=|8!<-Zb;xj<&P6hqJLP>M5*+C43YQN2TF?rSd%;v)^kY;v7P?n)Bopc&Do24xfH18nl(M_#a z-7FLHAGn{{&}A7rnlwodAhBZx?*Ussqkra$N7G2JE9TQ(kRr67fFXRI81fwo@hE0? z4s<3yLWQw%7rQ0#4;rW{?t(Ji$Y!>U1A+#4>3AmSc8muNk<=K7d&D4tQa*a2OYW+9 za_HYaK=g-mu}|rHo4n%RMHG(0uGTP%3)A{K*bz0b1Zamq8Btjhxl>xyop2(x?te2i z35wh|E<6;}EK9z|&!8wtf|KM+NiPFoE8f&iS54AsCW;H1ZRsYoLhSmXqkkc21GE@L zXh0L2@y2IS`yKDkA_|xX-k(zL{`d-WXM6SF!IR0se6Oz8i|z4ZUN7FeTc3RPMSc3! z!&+X#n`+9UQ2@oXR{I#DSCT7QG=F9(b&ZXx$-OtZ?S+O#UcXy`Ck(dbK7e*-u~ zA1MoC;r;Wia{yf3zSz~Y_}=CT+=-x`dxtehskXOJ=qS7w(4(-<*H9V0;EW#E5t4|S z)b%wAJ%NNUNPm2KSzmwqxZe8itM$$suhh@~=Hr@9Hvh#%SpM`ce^obo(|jkDt^H1*xWWd3jl@tLwTrJ>~jd!|!Mx{&KULl3JyNX)>KP zFRs;gS(6*hl8fEaX-SO|$RfEHXPgOTx7u>tj&mp+rv_H3wUCJ6FpK-q))y+^QeF|8~9n%6BHOzVuu{ zA#*mFu&}#za#Xi(9oOOELLPq>8&aoBGucQ&>q%zt zm9xle7Bpwh+^MUlq`WJ1cl|2;of6aJMUvJRumtbPo)2(-jL}6ilYcnZIm_7Q=i+nM z85*K?sep>yyR;CLFNE3DKxK~_ijp398sa&-1w_=m8+EIVy{OyS#vpuFhruc_410OC zoGy8kEq(~->a0zHnnFaDe#3}IsE`dnlk|S;TJi6do`b#qED*?BW`4O#+ti4F_5y*( z7?$JeS%ipE-ri}FV}CNIFvj4$z#<1Z)o#(3VklY$yq76D-J(+~C-4{mFSd8{I0`fh z&)|G&VkOS4Tr`P>H*{~qOld-7wsi6{KvmG}t0;!2SnI}_N2LNfgiw=rq1=sL#Lmey zN}`UVPG7B$Mn|R)iSk>v51gy&Sw*GP@1BhVtnC%oJ@&NTEq@B@G$mX^?9e~m^&OB1 zfzf6e;s2}+lFuV}0$>aZ+a7n}`Dk66?XyBh<8UVbz(9xvS5%kyT-+P=K=gA2%;Cux zrvT>}X*{eluc+zjt~Ih%EJ)`#&yANrKW4FWm}eyMXg+%V+IPVLKYvH(@!op9gBd*Y zO7r@8t?$~Z& zDb$Jsu?~poc%>@O#-m*V#Rv4_usP6e2u(39d7vFc%73Iw?gL2PD!Vi*DVni>io~uJ zm=M%x#F=>wwx!)|@_Y|Xb6q6JPC=V~g|3o6H;YZEP?SzXe~`pB=YCSy`(Wv!E2B!3 z4#a>8ts93wVHZhe&M}hZI~$Z!d-C3Cgt7|A0Tl0=AUA!6F5Gs|s?yaZVx9G4DdEsr zm{bh!9)BG_bdjSdsz7+tgi(;b20$TN8V^5u5xEUN%uWdO(EURQBUBm`hwc5g&a%1i zEHb*eeF9+w9#FJ%ZCQ#xg>?!DuC<|P6@a7lL`t6?M7K@pk+UgxC4ejMSLPS=6iK`2 zni>i=16)6|g9<7sNJrUESYj{$Xl%yY6xJNzI)7!U&(rm_5!za}9Z?6O(`lL=35r-G zIFaebZ@__Pr7X8VS#y!?zvuA0QL~4+pD#ug|1zp<$PB4;32Zqc9 zDX!sJp_8{-UDjipr{BJPr}p+{XcpCG3tNFt>dSBL*H_=(ulL@4qh5RIh5GZq`?w~X zb^Wvd0zxc*{1?Bd&1Ap6{^ntQ@bPE$>3`>6*O%WusHdkFwc6~})6?@hzr0qrb$wB% zPo5AwkxV>B-mosvrGkKg)PZweW}RY<$}pIiuYttGfE)V{T7embkIyWst*&f9j&Tcg zsNqTFvrOlLx>sC3M6%OKv1pFz>;fGHYU1Z%xDM1j?2nvz8AFi2Bm7?3?yH-X=zpn* zf4~2e@7E8$|L)|)=kM0>(X8&AEb7kPqdHm~67aZl=XMhUXzU6k)ts&Ic!dqMHM6TE z9+pUv!>778m!jgNs9T=@a;IPk>Zr}J`dxtWvBJ9~8(I~Iy-=fxS^}(A_ z%`XSI0Vn~G-SUQBWws|t=Uv-3xqnkPJ8oSaua{248h}A2^_>C2d?;R^L*f@OCi8BM zX(U=mOXzcE7(zE#7&;*=o$xU@(_*6Tjz*~N!+c+;w#~S_-3J6UcFn5kmBu_w=X z`9k6=V@JAZ1RlG>bBa_cZmST=noaJ&aSYlpaXoy$ z$5kMTG!_V&sg~!iVmRWrSTlWgKEP@GFh>SYfFS`22L}t;mJRc+X?%qwrHt(Hm$Fg6&&IE$=~22f+Daq>MoA!(pb?{@XNxA-*l znx=*{e1keJsK!kXArdIW%H41a3KYHitazp%RZ2pxhnG%G0)I?@>G-aL4$aBlurZoHjnx&EJ33ery~%@3u(6U7X@f3?2Ac=XA7tn_ z0e!!&R+nxu_hHO7vt>j!=If-p+E`eeht%Zm8u_2PjNaMX(rDTT1UHD)&)TvJeFYoU z((6I%JgX(i_L(*wL4SnKHO{P5lieqmSphg}1&M9g3^bY9C7B(x*|im`x^iP%Zf2)OZbz+f zqQfr8@QhSQy70_l;Pt4sJJwSQvs}NF>3B@uzzDc^RigIF1Ahb-0x=eE|6JF_#YL^w zo4RxR4wDq9J;HxT&%p<1u9<;bCfKkG5i)P!C37a59^@M;&qw9}rAWk1F%ohB5IF^eVuFKep#q4?V8Y}t}19}?0QtOJZ4^g;@V z{=MgJ)y36S9W3_i>FKh*eekdzK72ZvY}Z?KHej9(agJYp@&&1Gw{G3#+F8O<1$*mo z#(x)|0z0}J5d%@iV_9CC0Z{O`(|3xx)aPR;UCoYognzS8C|GpL-2=&0Yjw4OdDahp zKOUeDO{E`@5?Eo`7H|LxDV`mPDlZBNsD;v@hI2IATCT1Ov)~la*g!e)LiD$NB=pN# zq06(`*46sc`ttsRdi|9b>-T=}UcL6>^Yv$c^FjU5&;GyZ=Kb-1`~^i+9z8mviT$Tv zenmRw(|@yTQc16_k)%!e46!fIADyuv$DADw`lG`|6Hh@F2zvt2*!DGZH^_@C9>v#A zLREa$@N4xfkLJMPGpO@LV4sr^Q!Gh&g+&ZI4YI00H;;Rw2?})je%q@)@0pkZu{W?5 zvTmUuus-fw)@;5Fpxf3}~VbnZZ@jle~j50Jp#d z%=H(AM{M8YbCF_05e{<>L`7y7EixgF4ODVF|SF)DK6kDB5~?{1*-MW>(@U}hvSVedfm_>NPLk*01HRZ9AkZA4`q4coXjWcN*u zJ8dqQ&xQ)vne#Q>KEpy$DrBs+LZi>NP>M5yr!H*Q2uMMum@f;SPBgVq_!Q@z#7fxR z^m_naK%u|j`Q&_32HeWkq|&I4w)UBdb3q-7S~RF7VX2L#3d@c7rRJ=(nrG|ucJP}_y4i%RmeoXsBpVxi z=TU#w?pg(5Q$bWn*XH}mb=ael-#Jh>IV!_O0dgUMU8F|)uG@s-79OB;?bod=gn0Dt zDKB8r8PP%lz-F1SAz@n?oWJ(Vl}3berlhod{-8DuSo^m>1s{QOV1F?#F-}aFDWhkx~`Y(!yOf&9oSW!Tsn=>C(1N2vdlyY;ev#fHy-5AOs5{{xE+# zM~7|?^bOoox&o$*rB8`KmBKT8;dRiYE&!8f++Q${IsPmpt@FHbKluGAjK}Vk1Uh`p z*qo~sf0qAlGtpclzG78@pGVQc=Zxor`6S54u0gfL1~;^DM{(DTM2Ly9C&ot1(d zIOOrC31Zi~e4Cy3KH53tJ&SgicdCDbW2Ewq^KdD;(~Z`l-3O0_R;SodV$_lMVSSl@ z9(x9@FCAD^Ivc$B+B5KH<@fVx?_&%?IWK>(wy>Uf zO@k?|;)w5MoDY0vKpTHYI%H;Y*irU1m`)lnsXbex)tU)5&B{t-lAZ711^vOiFOobf zg~FqLK2J2#Wlr@cDR$_>ZfrD?Vow;*TCasr&aI)f1XtU)SZ;c6$N( zaZT%!-+on}{`RXnJ-b%im@j|0pRSiyew#=-9(!X6!Hzxq=v@M-y_dzE_0klV@QqXSh+`TK=?&*Y<6DKDJH6ed+aZ}ITzE%JH zpZ??e;d}4Y-CGB>xxV;+wVU^6fBjKiEI0M54}V*K`?r5zpMCLVUBM=R2IEyvo}8+i zd%di)v(s8#UDd_;nG-#TX6e~dvCjaX=C(kMR^c>X91u}&XAP)dObk48fmJ$}2|Yjs zD(kKcj_vQ))%6v9&j5eQT%KQvMnB!BN+-7EbUve1#mvbWS+1|F+S5U@W)#C>b>y?+EuYd9fKdg7&dUbN|?yWkS&+6{&qe78K zyMsyb9in(TIy!0sANUK#7+XWAknl_pRApIoSiFpLr%R12xMP2!j&rf|OV$JokBNl$ zvmD0Qf?e0m{Iczg9x8f)jhN3Ba^2u7Nkd zGyb_hYvyEIwElnJJ#PWDsT_D~7TyriYHD2cuZ7vS} zrtaRdDC*2GacuQ(6m0U$C1Mp~1mFDuXqhvPP^9y!_1b?2-WRFq@xgYip*Ls7Ic(z- z`l0e!<&07tcM--{i(=bicpME4^?Xlfb2^c&U>cr#hAd0#l7;_Z7~b;w<}K+iz8P`? zgL__?SdxD{WbERO-;-vFW*ht1g_J!d78Nu1jIcG!G}j(@#_AM$l*#){dA#zhDJcyx zb#4WixwsyXMS{dcfPh2aWZ;|zffUtG>VHvH%u~e%@fT0?iiDNbRZB| z+GHz&%^*kL5cY1wE6%kN$o3GQDegq^ut!OhE%Se%&Cw2(f-j4Zymr101feYAK%1{^ zs%Q=*&}$OZ@mZV=bDKKXkhW>6aSjykL1JChzAOlKC!KVr3z-&frvQrYK*b)+$h2Ng z?~ufkXNP9RIU^(j>Zr)D)Ue(-_mSs21QHE9+Z=W~sX2ri+@Xx|I1a}=3w4jWF-;It zc+7wCeuyw>hJsS`T%4FU)Q<@1R|ihBc0z245HXO)s$(32Mv;Z};h7|$2Jf4)v`-BR)!3a{r;uun8F9PxjRh=@3NV$&N@Qz6xr(n6g?GRfZwI<&n3 z8~CEumF9iKrzWb)KlRHA*3|GCpUf%5hv{^4%mrG|H2WDox%o{yG{D3R`NH*XA1xqU z;Nt{kS%l&hh&|F-dT%8_2a)X(;y73%{jb9XT{6?N@vKPc%I}mX+1}3Vod6dYI>&#k zHnf)PadcHAAHA)k<6G*$)*k20_7AGIcaBNtzIAd~rx#cC==5^3|MX(J-c0IeKl)z1 z{KE6~zx~DkQ5TraTjL#2IiU9T=Tu+J7%SY#w>a1{g9j?$Q~=Fp4P{Gp$!Lg;rLw_H z?H;dvvOlXS=lW3mA^FgYCmP*4;r)N0N`e@)+=F~=Zc)?}sV#;lB`UJJ*!GuyIY%U{*M{)6w=|C6tO_rL$=x?FDS;gj?F^~ayq-~Z|ZbX)6cg?N9Bnk+J_)Yyx_)}Sj3Xe z%}Vn$=-6#mwVB-1_4Rq39L;~~2mkbk^@sn{Kc2jB_oQa~H}teSnC;i`@gZr-SnKFo z;=I7~!McFw-nA1djfM&wj@4qA5t`}pxo)OW68+522prP)(mi3)DOOsu7BjH%aGwDV z=r-V4SsS~6E3rb8=C^A$TBpGC~+0BU<)E~q~~nz@T-%+j?XZO|%(WScPNy0ju7 zPm*7oDUx859}`VjJtAQMkogy$b?byWXKcSyRCu@puT zJ2PyW_a;DBvb0Am#}t1?Yb%NPc)>LAGzl$6Rx~ma!!umlT zrL@7b@La}GFPFW>NDZa#14Z4$B*8h$u^q&Usk&_tKS42jI6r?h^-}^btTK2ugEng8 zbACSlT?*X<;z>Ei`WNGfpmk`b1Op7{n7X;yb9bHjigFg(C-50<8M8&dL>^_}CJhxDJUjnaX}98@~v}kXukuLRksj~A6iy{rte}F z_e&uw#NXuf4N!lG*rnIQ(0s_=)VPb@Uj%v5xDkjnsmY)J`JXuX31TyHJsmpSA<}E= zh%ON|>B+h}6&e@Mh}>?9v21ivS-THilaX7dONKlYu@Cr+H z-oEcyWGkJ5hGycSNK_?*>)mv;OTVT&kU|)nB>|UII*NY;s8|f;w6%kWWHr_fq1cQC zYF-v8V&;vvd4zUQ*jtd-Y)WG03n@gR1VM?$H9Mjarw|RXi*-oMLjgKLB!V%yM#gNS z>`Dx)NTmCe-#;Q3q0f>I65hQ{HWO$my2G}%Jpcza%pl-MgtCC;1=N9wTqhDR z{5S4D2Vj2!zx5xQdL#=?AKdAr0aXX0i6A2*XRJN_UAjplB1+8H#U~46+EjFJM0G{A zcIC^2dqt;qrL~v2zSflsu;7`r0h!hFm$7HoQPw!F>3X@We>VPrVx3ir_(Z1fLdMF`zG^> zEbd5`u$_n%A=BX=yP`4lWngabvJya|eKA`#rBX=G-btf zWqdU;i)ke~n@rP>X0zr#VPUwwX2)l@CR=!euWt70qmMtU zUw?n_Q7yOV$iaSOQAfv^T>@eY)D$3x4sCoMp4DQ$sEf-BUgK)Ba;HPcqi9E_W&uI9 zpO_F@#cnCDiMi3|W<(1O1yu9d-A6DqdM0A-bSA0cA-__5oM9bOKxZvhfuf9xVgqJ~ zKiI$f02E0{EOxqP3l$-VuQ=Qfj~8|O_=tZLqE}vgu73R9JN2XY->v6SWbED4KmWhk z&HMAe{*ccYRtLZQ;FJ30hacBxUw%_p*UOsh&Fk^g^SZXx0pb-5%U8?mx;nq$3|hcD z%$QMR1wME4`LK3pR^?NYgm;B=k{vu3FT(i1Q$uK^N_x;1Jr+bZjSYWI&OLPBf~>?AHYY{#++SPi|l@q5zrYq zy^Gf8>~h{jFiVQNDjor10mM{3B0w1D2SH1BI@ASsF=iVjjTFSjpmz+g&k5GD`_#Ly ziM5JjiN<}NEMa<7-t70$XOtU=L-5vxj|(yuR?#l7FDr@<#ReBku@4w%YN3DJr!WfW z<|o=_xgjhCN+Jpad_UGN^2#+Rn4Yzw;Ds3^QFZMdX8;@)CEFJ1(fIcTgl*ypI?R-3 zwmaa!*umy{^n4;gRL)?VG1Sb+VkWM;mEWkvYZ^Z4&T+eETQoK1hYDC-Q)bK5p;n`z z=W%0x(>je-rSCmc-v`A_#1el%Vb`9vi+%v_Qey9Gxfghd5$J>o6du1P=b?lVHMZ5n z5~JMPRAVI`1RJ32JLy00j+8eWltIyi_=oRRLjhwL61TJQ2a7@$U#?}OE-LW4H7z{f zt-3>i0l}9WX?LjmtTCV|71|@#;)0Pmg!Cd*(CJ<8_~f!f)@M=E2TOl$I(FHWu4_aj z`wJi(nc{3#%sjV}cdP42moB+;qjcw8v^DSRw?Fi5?&V&M*UFSqrcO$9cp^1z47~4KA)F6Qsu=;~Rl ztcPIUiqG*OG=6hgSz1=qGUqRbWrkH-QduGXob3< z(R)mnM-u#|l{kP3NwsheP+iIui;{qX4}XUN+Z5O%Z#bRHru2Wtf{VNfFNK?0(c4b+ zBMMD;;8=yND6i@~5xN;RRzG-C3@2cZ0Z<(Y(KS-wCqw4}s2B>RHlwk#Hu^u8 zt6p68@6}3c9YTu?H6J;4G6|dRY~ZY1pj%25L@Uv3f`-cR;h;vT2<(%iL5z@CVqQ$$ zMXax`s?-h$B-(#g`WmSxV@EU*BZ=1dEVGXSnT&u=3iCaJ7A{uP~j&^`Q zLnCU%8?N~V_ib-LBW&uPh|ZOSiKR?LntXuqPl29dF90Fr??4wU{!e-@3{wWXaOmj1 zqO^y-sU!_aoYc>J0DDd)CbT@XxxFEQuMX@CmI{YQqK1DXxt>p%)GTJxx^=Xu2M?c4 zzJ2s~i>~DN-+8U>+&ZdHKmW46dHA%hL8o0^)!MVT$UjKMu#LsUvz^#OST9%uR7GW% z-r$-=wb=OIYF>n~i?kDTS&fFeDCE7^=A+SQn{Q?QVY?i)AuMB#Bs!u7IxG=0GJDKJ z8lO#bcO8GKG9*U4gOV*~@{}xqinv%F)xqIho{Za@Iy*nF?ehRS_UfAlXLWJ$i@N{l zasBYUx9iQ=}wI?VHtNWB7m2-Pf?WVBTesoVC^7hWN&W#j0`& z4_NE!#4G88fQvu_eBr&#=liv~z?`R^pTM#;)jV;n1Qn3 z^XmH2$tq&UiiH@)OtJ3dW3{YzU%6B7zVmkdTF;k`oa#T3wps*JSAE;k=L7OOuJ7}4x|>aMUb35vK#)BU;g)e6bM%Er$K zUEe9d%+N-Md@D3^bV$Rz;@?AnXGmoA*}8wz&i~V=&Qj*9zOAzWNMLJ{G{Efl@naohigL52>+n z?8S7nJ99;;&z9r@Sx9v7Fs!5ifh`1PzC7=x2^N|$V`Wgg7%~T0gE`ZvyIuKG?&b12b!T?e25}ugvJ}{Pu52begZe3vd$#%{Ra2)Fv_)a5ktfw0`Vr6VSqmdp4WZvA zhUC*VjuJpdpHC)Gly4zcM=|g2xhQ{Sd=-vbZyV0~V%5qQG$4TAlMC4}r{sy5Mpber zuN5ojQfm&KJFZbQtyVSJAif0Px!Gw#B-c!Fm%ZLQ^xC`p-JS=O&4d(enY)$>;Hg@% z4iq-E))+yb#nUh)eqrQ@Rpd!=PJ`W0`pS$*(42f_k%by1rNq$)TtTq=Q;C0eqR$Ke zv=@O|+@=xYCcJY9cEBN^7>!$@u#qJZ+?GFqRaTIKnLqX_}dUX|Rze76R@r z;+aF?C{)KR$5<0+hAHULGf00|2J&MB>q070!Yvr(a7!1}6xueZZ;C{W`;-ToE780VX0nsm0<@?`Elas`+eQ z^C`qAPAEiykbxPz)oNS&FWuWhgyq4br}f$AU({C*&q#}5cWZB2v&B9=^Ku|yKXILb zKJAVXkx9NESTVq|CZZ828q^Witbv|Cfp@Fjwki&Z8rFFeY_WgP1(hI!bc)ZU`e3abtejzwp_K_R=Ui}TZZ;r4%`-h2PedjI|RCf|Afxq9Kb zTeUbq*BG;@`*nD9P)A3LR&0SzJU^K8dT<>oVi9ivN@!2Bd&sN=$!XL*bNt$$ENZ%= zC)+c2MLAy+<9ViAX?g^(It_4~5!UEMK;7;KrgL}v%p}{IpRqtk6BXMGLJ^2920B~P zrua=!3Icy0jriV*)bU!C*qOp=p^mUTZmf*F>(S>YGkA^Z`HbD1JU)SYxW?R91Rjtp z&=A2?znn<`=y)Dmn5GA16&;zl6QJ*oRkLF7J+||tC+C@&Yc@)Z4O5z8H(xgA67r6V zhpNFpEokK;Ry$7qmNPQXhsci2gV8Aopy%8+YESBaJ37#SDuaO5?=*rJt3;-$2QlEhS zZCwTRhKwjIUmJ|`S@-;W=d2!z4mD)37o@z)Lee=V{?bqv`p8NL<&}d#XTa~@{<5MfOLa9E zQ*5uqI#b;d)_{H|*gV_1VaFbI65^bIB>g@&JHnoe^~b0MGIm;@F=$u5)8k-ku0^cT zUl?)jyic}lyAK90(z3&R*yKs~PTgn%-H?B>ZY9^Li2P?)%1cXEC!LZNQ3q8>3Q-9+ zTxh-MSV=^>Q7HqC7Z8UIiC{!tq-ifXc9{$9M83`X*%+AmTaEJJE)V0EINd6My?{b( zGi`yL6<>3bKi;>cP`Md^YO_6{ik3mUB~qDJbC8cRl&J!Fp5y=cJXq8n$n%1;d~Sca z4@T+S(0pvTzjTajP->MhO5``;iLUIGE=(2}7GM?^7CjcR=rwxJ(>cT{uqjQQb)d~V zCjv7)peW0F-Kk=ngW_hEzzN@Ac+lIbS=N__yY)M%o7SFlC=g>OSwKS6FNYb(SP%0R z%W5Lel}RutbQA;ertayy{NU&lD+RS|&2&BRO)f@u;j~jdn3yeK0gk|5kTR6-Tii#1>src9p``Et+ z2bZ_`jzRAz9Nf-B^d=c zvR8WtQengUpHmnG6t=xOJUpngv#YwiT-CP^pG;=c?e^&K1$OwJ|Mo$B@y&z!_Q{22 zJSPhp{;pOxq<(2X9P3*sD;nruY#L2(yfPek=}ZAJeIWeVDMq1Y<+P#M*QD(3R|S@Sum zkPxqdpW6QZ?YdrG*7a&rkDi{_r=NXUKl$-{_2%oZa@O(ZfBm657V>|u#PfP`c2Qq^ z`M{obU)IAXPwSfV!|>oc=Vv3qfU!1;y4YmzA$!IA8`p#YB6XMoo2fg-6NTLkpyv`> z5Ctc`Q~KG}&9!JfEn)2n(Ncy~oYEcu(*cZ(&H_QFpYz%528tF%D;uKHR+r|iq{V-< zc{vM@!jRsCj6f~@>ZWwNaA`^}ei2vLDbm^7sh!&5ZF`eE5QX`Wu%N^#5P4aJZcqpJ7YesKbwp+ux z@c&CUPn5~%BJ|kZa>ShbVJ=xE9sff|3_%(UALSDkL$p5~W5WivVi-9ws2`RQ{*Px@ z0Au6>-72c(2?5I4(R8u9XE4(OCOC_vyson}MVLke?2&)!t`pfF&uD~(W zpfi`b8*(*ZnV=f8{zq5SqhvEMhyvR821FZ88}>lf$FmHoJg1RL-Tut=5?L~BQ}_@K zf*QmMwOZAK{_ zTd%oYB+z~%mOswSxw>ZVJc8C}f4#hg@&3@^m4UgQ5lyy{utXNy-g&qK8N|Ay6;Ht+ zbxF4U{?lb1XE$2sD{GweopcL&z!Iwk0a56(=H-CA;90n{n=ywVkshGGf%+j675yCx z)%br*@qh@8cNYb2qCLZNOF<;>t38TfkW)X*aH?}HF$W^89HdqP#nwC%VyPUCh;L9Z zN*{-YGR*dAPa34)Aid?Mz1lNl#Ge~x8**(7aLuD>HyDXNYLSho1Cly6ct^Fab?B0& zk~rLVxMd8mQNc@$lvH%~KHs~|f-^rzx|@HW1=pPILvC);t?kca?6l-}bt?Km1&Lv_ z6Rs|6ukN}=snB(i7!?s!8o*j*HG$s-vPk-G-&&I%IGs&u_VDTC?EJds&!22hjt}eJ zy}Nb);iLNK^RMgr@~rmu;GKs;#I$zWVu*??)KDGD(F=1#WAO~~tQvUb%9_Oq&|iN* z22C~0)(E!YAl)?LJ?!fDZUWa3y&gMgWfu`MEqVu)YaZP?Fb-g=;Mp=hTQUi;A<%sn zGK#Jq!Woj_7#!nFS*>sC^z8F`e0o}set1^zy!}Sqy?v{WPSEY!*3+}6_4QZx>$Bf} zRloZ1vwHIMlAd;F7f^+~VFJV%yVZZH&QG68$O_LF9Xe17Gb2S5Txw+jo>Cw%=?xN{ z_Du|RTXNpdHlC?qDlj$(v_Nqz6}*n@>YaEt7-w);CH%d3hnoG)2!g&Jv?*DOfFc~K zcIKVQyukeUd|KC+*L>Gk=TE3=`kmW{^@I1`uJ6A7^5nIbzf*Tkj_T-e#-e{2-R7f% zc`c}p8WqfbA6g#WMFHj%-lUHo&-JS>(9dx@}?N5CF!$ND?gSYuHXo<^&|g)S1q*!#q`wW1R`2 zoB;bm^X{14ro9r^x+uK7)`5S@*eRTS4zB^Xk$C5O@8E2}X&Tn&`dgCSqpuiFJ#XpJ z*2UN`zQT8qv%?Y^-OW=^0qEg zng&VjoTD|mVnAsWE&!oz(bGH!domq{g5I%mAslY>J2cBk>&oJH1i63wjzx`PuGorS z(*oH6!#uKQbTyl4hDd8h$P%KRgH%=b&H>Q9N63>6s(3R}RZqmVMs5AJYxp%@_Kb>rAYS`tUyNftkG);jREA z`J73F=kUB~JrR&Xv9f=?!8D@M2Jo4w!Y#9fR(#DS?HjA*DYV212!WYpz?cv}cEU)% zVJmubWF$GADd1tB?X2O^?A&?`X+m}C=~!}F%fbN1l!{se*80#Q4Sjv6#sr-==&Cbb zo>aWS1GAB*mugp)Gy9&Yl#_xsL@Y?Sqby$hN#KGEwIIxS-FSad#B4ATUW=l!e0`WE z*&Gw=Eb^dBZ9xn^9eGsRaGf?9CC*-O^&pvu+=OFT36J7R_TpeGI>60~uj2iIyKR@Qa?5uGMDM4_Cgk z02L$hVTHp+*|5xWlA~-ITq6gKgQQU`#mFC(k$M*>U9SAD=JjaRRZ(49t8OPCMkUWK z?)GG{0kW@y_eoX6k($v(f<{jwt_8nc%}MHS+K@2!j*5Q`CLyMov<>F#&z}p;?40+G z45@pmPTpXB;?KxGJ9%-p&~DUD&vrKN#HeMq9o;=|T9-(@+M(#n|3YuE)+cG*R%cD} zl(muf<>6?q1yWOtthQv!uO~@UlTzc8-s$A*dfT5td zJ|$O&M@N5kuwK&^VSa#pyCMAzl+DY_)#T~fRUIA9>(1R<+uOHK>cdaJs?WZ9s5J!{ z@co7S#2_v~>kACmo07S2L-UEmhZ^-&^2FNLL|4TwkW!h8S|$ZH!p*ym(XN3P&G+fR zYDMr!IoDPi=+0P25%(IH2?i1v)8$v9IW-o4D_(yWIz-DW6eGA+3p;J)0eE~2p{uHk zt8eT4dR?D<`E`BwwO8w%ci*b3t7U!q$*1+nC%>)x51!QHrx&$c-O#5H_6_;H5K~!R zU-6!a@B`e01p(-g`*Y8J_D-$r4UlkKH4_3&koY&Klyi%MWlrwfd1dKuBv+xntJ9+{ z7{Pzg2t?dS&Rd)r{JFi)?0*I839SFDXNjO$g>&#{<2zv|7F5@HZC2N{g-remUCA0dw1&g$pJfdcW<4rz(dy;eUTB*;68ARd1ge1dh$bX!!&aws>Op&tX4< zztCr+V_g3^wqzPDQRhOEy-?~@Sn#THUK*g}7>X7D#L7!gJv^w}drv_IK6|0o-(9xL*Kzxhp~q2r!sETW`S?+VzY=D3~K13Xf0(doJe=FFQ5y z9=q8+ZydwIVp9>&3pwR*nejwEBpV@}3))xQ**=`|{Q0gp7Zo8MfyR1_o#LCbKWj+V zHaJW?tIKDX*}kEuG%yk`VSI^x>4JaIFNu^}GuQ&|M?sr~l;^kc80kU1F`(oRkd1^v zzt9V#39;R)&0x@;W@X9Eu-F5wnK8xAR&5KJ0e@ zDP|-#K#l6t;`yoj+YkOxTrd`DVpe(nTy4VM5%`~rW8|854t-pU1f)|Bg1N);dczO7_^Rs5~v)cZE$; zBZLNap^`iZbzC|%Q>uebYJ-178Rfx)=IjO0XAGgwYR!Vmo^MQEaep@Q&I)AF(r297 z#%_zFWlf?=VAHh3TS|U<2Js}UT@_N_E2$0qt90+;gN4s^@Eqxj?k3@9N$G3Bjc!Or zK_ccX%Qgf?UF%!ZWi>O`8E2bEQ>YR2{4<%gCt$}cHwQtODMhl1E$i}fS&M&1rxXC$+rOF2U%t0R zg8lsMV5i_I*(JgsP=}hf$7e zevvrTCH~OLWz#4D^rX0;AX7wGZ0yZhrO2=+Uc_Ioy%!_!_6Fj$LaoxOXzZe4=5USq z!>a2`8S`G8Us`_}e6OzYxeuP!*AJf7C!c>?pZ@k6uA{HNc~DQEp4HXGs;;h9EbL&Y zPDA_kimHX0{{vM~o_16$r@Xg2+k4}zcn8lA#}U)`=Uh%kU^5!Q`Oq%-pjg|zs5Czl z-zkAb>JaLkD1lcuD{;Gt2qA$mIt+>q^aGg+e!}0y5#n?0L z0kJc-l0tMS7u)Y04U}6aZ%AZ=-;InH0W$*N1fq4OMwiy=iKot!%y4%hy%a5-a@U0+ zTITL=0nC3MfaRSD^RumFN#HuF~R z37<20KMn9;7goY_uq0?~8y7)1W4hH>fOCuJH7S1N17egk+9TB_@w{{P^$sEFp#;1v zN|t{y8L#cmu2KUj@h!Gh?Y*!!WRRc%VI3^Vdcn0pNF)r99H5gfiWFN9uO+%( zV1uYplYF2HNhw7=6&QEtT$WYPkB?*4DV{LO38nW+IvxB!NbMiKVA+vsjBW((0F6>I)l=h z!e`zif)CZa61y|l+Kfa8N`sR%6%QJ0l!0!i(zU~aUs};^G%*zZ(wKl75(0y$%=AXMD8-XPrwww7B8?%e4r#bBBM2 z34m!Y6C<$AI5jQbfl?avQd7#3Jc#0H+lB~h4E)_r-O~M1?1CHHL(oB6a#5|jDlYxF zx%g}uV?3{kcf_1*)93e)WT2fN@f$0n;X{!y0AU8TtEnlWtCg;t(W-2W7Qow~zq?jK zYsy+{6cPvGet;`s)%=9sihR6mr!aqf-uQ+4h<(T?V?BNa!P5Fju{DUd_`&n{B+xq9 zW8pG(dM&xDuF7spUr9_lv{Ii9su@L8eqQUS4WLV-_qda6dTK@j;p>95Sy|fI!WV%lJwMDdSFzG(2txTxdwSA_<0AyMUyB30BRw~) zt;NAXT^?SuctPTRcy?J=%gtmlo!0T;V*BEYFVrW${krZyfa&(KW(Nn9xyLUc)zQx+ zU82MVd}(&Va~wl3V(}Fb7SDfqf@M=!^k{whtI*J#@%ludiwjCxZ2Uot?sjT+b9jGy)4Q>+IswnlCW>yJm6s zY~dzgw|(n$D6~-ueh+{K6ghZNNlYDPV=0G znr;`FQ(lx@K}81YgETO7jRMS-gOBS*#oSJ|lyz@FIsdMLSB)0=6+^jL->ZVwIb8CS zi9U>DE&~-<9rg|k>7JDHVRo5gPqFZFLqMR8?zbt4Mo@o{ex_(*^^u#rx(8wMxPKr6O3eqzDrU?#OX`OQJWP)ef- z2z?oM6WOkUsJ6FhEbVtGc@n=@2Tr__G6*dx?an=xPZs#qy_gN}TXqXhFkCe7dU%am zm{`l)vK$!g2XQmv^!sU^b?y-9;F2;Rp9MWe%&C7j>P^uS8e*>aJ1{S^S!yF696&`g z9%=gC2@Evx3{xdT0EHVH1*bQ+{et9a(hCvI67+cna?Sz8^M;X~wxgvX9z4vFfLcK* zfg&HIwXV({#ciN?=dPTBMO0b+Ob6ed9LD-r&2VUd*s59@^<|JjAX}wtYPHiKrGVX~ z&=!CCl8zMGOVIDIcZq|Vs}pa!Sex5WA)ano<{wGV&9HDNAf$7MKGC;l7nO+&ehPTe zEQHiI8V0W)$)$dl)Lf@fN)QwHckKp#+^YYgJ5Zkvkey(5b2akAyCgy3V}B7j={YTV2N?*rHT>IL4n<{>$!hf zA9_i8(rIEc5~fE}Ggf?Jf$muf&@yQnyS}cv+Sb*z4q2)iL%<8lowZ-*=MZE$;#DlK zR!k7!dq#nm&4#p0>_y#Iz(&NB8GQ%$0p_7`j^DnPuoBi9K1W@CCk*URS}-eeZ4Q*AnC)^vH*LQ!SgN}m5N05NYs>jwcDZsarnp5r5lvjIb@}1LP zYF+1-=M-Q0;oC3QPk#J^dh4y%C&z~eb#%C2M~hh<9?eM+#(8&eFeShML5yM4mDdCb zcD^6a!~sC$e&OgxI_zCdd%pp{7QRaI%i<+TX}ab@zXK++i{d@3Iw=K#&q;sAchd{` z9s=a*{KuIV_6o;QoXD{|fw{GSoOs!e-I?WOymIlXG{HdaFgnqG8xvGJw-5OQyONgT z2<43TYmp)R0H&bRdD1wa_Cox>M%6?mw4&%Gk<}5Gd+)SJbt$#>L@qM$9q`bfAv$?P z;yTbGP)z4)RI6F^h1EjDEJc5yB0H^GJcHXQoXUHY3-$R@+$_KXDm%OD-_|v+wQ6rZ zpar}tCugm;PS3#o%@O3rm$(_gU zc@_aNc=kd72~7aqJO0icGZc^p#dOBVN(lGDxI!OWYc*J`DEA9c3g3UrvtNg!-qjim zGI{RG9;t(n0q8ciMZ=%LDywOqdVebKQ!bAObf`C12JI0_Pa#@H|O(SH~?r%3>b%uDA-DNEZ zwg}!2{AD+rTCkx7MySOun;6lAr-Nq z4s8hW*d^;73I%8mFh+=kG$AP?Qk~F?S=|KFFPWq|QD}#SlXri%U**Bks0NnU7P@G= z1#CPNszy^IUC!jpLykI#@pl?R9nqEm1)%CE$ZOU@XtpvnEuy}#d5~~t4^+w|hAtX< zF=hnIlE9i%%q)WkR$b^Zv0#BQC^EV0Fv^aHlA5njHdFB@0fr)GOo~;s`WX*WtV#HY zBBmJf&@s)=JtuzwY=t#oI&Cm>$TAatzdey zTBd&8LDPDt(uZDC0L(S1^V16H*7j*n03!K2gq^#`BPlp4-3$!TVLMRQcK z%za4p+Zhj7bwwj2p(m30syxFK;+egP-bMa?6ajz1^^5A*V>I6HH4L`#J~PkTI@4OW z=^7#7!k^Q6qR?%V$P;Ln*Y_XRbUv>;ckc0AIemI5WkMk3*Q>fXJL7qV&yL^-W*=ce zFbkcAsGksw6?IUa^D~xMh5nrk2Nv@xhKWv7 zeN%t77Ay*|&nNDb85U`lHC!+73Duq=wFuAf`jVfI4zT6}tJV;ZS+DA9c~vjpyHh`T z|LywzJ8w>&yK`K3Zy(p4+lTDfEf&){SRC+k@l5eWk4--ZbSjv*a!>01*a^iN2FPNB zJ61dbg1hRmVv1%(BWjQsiQgy0eE?~OncRQS!^X2&Yc7g>eGg;(VqI~pp>=$mc)2j< z`y}-kdrqAac6|o%IZ=qyn~67PPoM)t@YFMHT&$6Sp}`+g&yL?0)>FpXoW!Om7swce za>p2)>F72`Fs?CU#Igx^o3)lCQUF^E?9E(0`(K?dcjfK1so3oIVY+K5;ObiM3S@tU z{n4I8?5tAuCLt%^-Yf}!7QxO&-+nfy>9L*y7Fg?0O!X*4a+aLwogmS*8YGi1tD+W% zd_JWk`E0x%nGW~@{aWjDUaKX<;Y`;JbBErZptWymgBXHX&QXu9cujB;*E*GVFt3Tq z-HL74a|(?r;`2Om9r|bYuuVbG00DmjKRQzgFbtG@8Iwy@z2lTBbkr3RNSV8=Rexr`%YH zJ;1v5F-3wX*f)&xxL8;5tbAx^KN^td`ZxWTxg_2L&mysV0-A%-hR;A;$w+^QSeF?o zanVd2g(lCY7|23CzQ&3x5WY%2p09Mhxe8(tvr#^me2|T{c&D=I)a`Vnro0D=CU38G zekA$K%4bMk{m_lBX`mE`F^W5&UI@lAx7A$G?#4{e>2!fzPLm1(`3j|jnHd!gWWw7` z?MW7vmR!K5P*Pa6Tz0<<)jNM(K2?e0C}v{RkH)4Ebm_rGej9FuuKWC+7J-Yfc8|JN z6?5vQ0O=Lo0Ub~I3#mJ)U_Byc?4A!nn##RUr)E?4R5=hiHEQYSQ(9*eHu!Al*xG404!{C{jfUP2FKu>?YmQrx4!#(VssIS_b zywP)!tN_S3*kcEKHn$Maa!n~_?0Fa9& z^KE_n`ImKlby$q4$-U) z-DfY3J{omiVlD^x zeRi@F(vx&0w<;PXD6tEM@{Faxkq<(HaIIiQH3i!|beDf{o1WPN-4hl8Sj(Up^_+rM|uO{$iEHbdpaJ$MUVHBgApttFN^8wo^U-?`fo(1P<;jtNryG!3jF@jdr} z9zhd(@_bGT;4p!-NBSYl!kF<#&ob{Lpd-J3i0L^iM?hKgV$Q9eIlt3g8RKR<-_RYx zx-=cR*;3i;J@2Q_K=y7E89NOm>vk*>WHLL6c(}SyIOA4-*RTx{IOrCcW=TuMk8;A$ znxm!(s5h*e223v|0S={^Sioy?3IUn;d zSPiviQa^XeE*e0f6m(k`b1KBN)~M1-yKopw;ooCE+UEi(S&IHyT2f&Bd8|V3QMFNTFz7}7 YpEAr&wiBCM>i_@%07*qoM6N<$f-D<<=>Px# diff --git a/doc/_build/html/api.html b/doc/_build/html/api.html index ceb0340..753f6b6 100644 --- a/doc/_build/html/api.html +++ b/doc/_build/html/api.html @@ -587,7 +587,9 @@

Getters and visualization moderndive.shade_p_value(obs_stat, direction, *, color=None)[source]

A p-value shading spec; add it to a visualize() plot with +.

-

direction ∈ {right/greater, left/less, two-sided}.

+

direction ∈ {right/greater, left/less, two-sided}. For a faceted +visualize_fit() plot, pass a per-term obs_stat — an observed +FitResult, a term-keyed frame, or a dict — to shade each facet.

Return type:

ShadeSpec

@@ -605,7 +607,9 @@

Getters and visualization moderndive.shade_confidence_interval(endpoints, color=None)[source]

A confidence-interval shading spec; add it to a visualize() plot with +.

-

endpoints is a CI DataFrame (lower_ci/upper_ci) or a (lower, upper) tuple.

+

endpoints is a CI DataFrame (lower_ci/upper_ci) or a (lower, upper) +tuple. For a faceted visualize_fit() plot, pass a per-term CI table (with a +term column) to shade each facet from its own interval.

Return type:

ShadeSpec

diff --git a/doc/_build/html/searchindex.js b/doc/_build/html/searchindex.js index b0f25d3..3ba6519 100644 --- a/doc/_build/html/searchindex.js +++ b/doc/_build/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles":{"API reference":[[0,null]],"Contents":[[1,null]],"Datasets":[[0,"datasets"]],"Getters and visualization":[[0,"getters-and-visualization"]],"Inference grammar":[[0,"inference-grammar"]],"Installation":[[1,"installation"]],"Quick start":[[1,"quick-start"]],"Regression helpers":[[0,"regression-helpers"]],"Sampling and plots":[[0,"sampling-and-plots"]],"Theory-based tests":[[0,"theory-based-tests"]],"moderndive (Python)":[[1,null]]},"docnames":["api","index"],"envversion":{"sphinx":66,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1},"filenames":["api.md","index.md"],"indexentries":{},"objects":{"moderndive":[[0,0,1,"","assume"],[0,0,1,"","chisq_stat"],[0,0,1,"","chisq_test"],[0,0,1,"","geom_parallel_slopes"],[0,0,1,"","get_confidence_interval"],[0,0,1,"","get_correlation"],[0,0,1,"","get_p_value"],[0,0,1,"","get_regression_points"],[0,0,1,"","get_regression_summaries"],[0,0,1,"","get_regression_table"],[0,0,1,"","gg_categorical_model"],[0,0,1,"","gg_parallel_slopes"],[0,0,1,"","load_dataset"],[0,0,1,"","observe"],[0,0,1,"","pairplot"],[0,0,1,"","pop_sd"],[0,0,1,"","prop_test"],[0,0,1,"","rep_sample_n"],[0,0,1,"","rep_slice_sample"],[0,0,1,"","shade_confidence_interval"],[0,0,1,"","shade_p_value"],[0,0,1,"","specify"],[0,0,1,"","t_stat"],[0,0,1,"","t_test"],[0,3,0,"-","theory"],[0,0,1,"","tidy_summary"],[0,0,1,"","visualize"]],"moderndive.data":[[0,0,1,"","available_datasets"]],"moderndive.infer.core":[[0,1,1,"","Distribution"],[0,1,1,"","FitResult"],[0,1,1,"","GeneratedReplicates"],[0,1,1,"","Hypothesis"],[0,1,1,"","Specification"]],"moderndive.infer.core.GeneratedReplicates":[[0,2,1,"","fit"]],"moderndive.infer.core.Hypothesis":[[0,2,1,"","calculate"]],"moderndive.infer.core.Specification":[[0,2,1,"","assume"],[0,2,1,"","calculate"],[0,2,1,"","fit"]],"moderndive.infer.theoretical":[[0,1,1,"","TheoreticalDistribution"]],"moderndive.infer.theoretical.TheoreticalDistribution":[[0,2,1,"","get_p_value"],[0,2,1,"","visualize"]],"moderndive.theory":[[0,0,1,"","prop_test_two_sample"],[0,0,1,"","t_confidence_interval"],[0,0,1,"","t_test_one_sample"],[0,0,1,"","t_test_two_sample"]]},"objnames":{"0":["py","function","Python function"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","module","Python module"]},"objtypes":{"0":"py:function","1":"py:class","2":"py:method","3":"py:module"},"terms":{"1f77b4":[],"A":0,"All":0,"Each":0,"The":[0,1],"These":0,"_hat":0,"accept":0,"across":0,"add":0,"adj_r_squar":0,"alia":0,"also":0,"altern":0,"analog":0,"ani":0,"api":1,"approxim":0,"argument":0,"array":0,"assum":0,"augment":0,"available_dataset":0,"b":0,"back":0,"backend":0,"base":1,"befor":0,"belong":0,"bin":0,"book":0,"bool":0,"bootstrap":0,"broom":0,"c":0,"calcul":[0,1],"call":0,"can":0,"cap":0,"categor":0,"categori":0,"chapter":0,"chi":0,"chisq":0,"chisq_stat":0,"chisq_test":0,"chosen":0,"ci":0,"cis":0,"class":0,"coeffici":0,"color":0,"column":0,"common":0,"companion":[0,1],"comparison":0,"compos":0,"comput":0,"conf_level":0,"confid":0,"conveni":0,"convent":0,"cor":0,"core":0,"correl":0,"curv":0,"data":[0,1],"datafram":0,"dataset":1,"deep":1,"default":0,"degre":0,"deliber":0,"denomin":0,"densiti":0,"deviat":0,"df":0,"df1":0,"df2":0,"diagon":[],"diff":1,"differ":0,"digit":0,"direct":[0,1],"display":[],"distribut":0,"divid":0,"draw":0,"drawn":0,"drop":0,"e":0,"either":0,"endpoint":0,"engin":0,"equal":0,"equal_var":0,"equival":0,"error":0,"estim":0,"explanatori":0,"express":0,"f":0,"faith":1,"fals":0,"field":0,"figur":0,"first":0,"fit":0,"fitresult":0,"five":0,"float":0,"form":0,"formula":[0,1],"frame":0,"freedom":0,"full":[0,1],"func":0,"function":0,"g":0,"generat":1,"generatedrepl":0,"geom_categorical_model":0,"geom_parallel_slop":0,"get":0,"get_confidence_interv":0,"get_correl":0,"get_p_valu":[0,1],"get_regression_point":0,"get_regression_summari":0,"get_regression_t":0,"getter":1,"gg_categorical_model":0,"gg_parallel_slop":0,"ggalli":0,"ggpair":0,"ggplot":0,"go":0,"grammar":1,"greater":0,"group":0,"h0":0,"helper":1,"histogram":0,"hold":0,"horizont":0,"hous":1,"hue":0,"hyp_mu":0,"hyp_p":0,"hyp_sigma":0,"hypothes":[0,1],"hypothesi":0,"id":0,"identifi":0,"import":1,"independ":[0,1],"indic":0,"infer":1,"inferplot":0,"int":0,"intercept":0,"interval":0,"jitter":0,"keyword":0,"kwarg":0,"layer":0,"layout":0,"lead":0,"least":0,"left":0,"less":0,"level":0,"line":0,"list":0,"load":0,"load_":0,"load_dataset":0,"load_spotify_metal_deephous":1,"loadabl":0,"loader":0,"long":0,"lower":0,"lower_ci":0,"mark":[],"marker":0,"match":0,"materi":0,"matplotlib":0,"matrix":0,"max":0,"may":[],"md":1,"mean":0,"median":0,"metal":1,"method":0,"min":0,"mirror":0,"model":0,"modern":1,"modernd":0,"mse":0,"mu":0,"multi":0,"n":0,"name":0,"nan":0,"ndarray":0,"need":0,"nob":0,"non":0,"none":0,"normal":0,"notebook":[],"null":[0,1],"number":0,"numer":0,"numpi":0,"ob":1,"object":0,"obs_stat":[0,1],"observ":0,"observedstatist":0,"ol":0,"older":0,"one":0,"onli":0,"option":0,"order":[0,1],"ordinari":0,"output":0,"overal":0,"overlaid":0,"p":0,"p_valu":0,"packag":[0,1],"pair":0,"pairgrid":[],"pairplot":0,"pairwis":[],"parallel":0,"paramet":0,"pass":0,"pearson":0,"per":0,"percentil":0,"permut":[0,1],"pip":1,"plan":0,"plot":1,"plotnin":[0,1],"point":0,"point_estim":0,"polar":[0,1],"pop_sd":0,"popul":0,"popular":[0,1],"popular_or_not":[0,1],"port":1,"posit":0,"predictor":0,"prop":1,"prop_test":0,"prop_test_two_sampl":0,"proport":0,"provid":0,"q1":0,"q3":0,"quantil":0,"quarto":[],"r":[0,1],"r_squar":0,"refer":1,"regress":1,"rep":[0,1],"rep_sample_n":0,"rep_slice_sampl":0,"replac":0,"replic":0,"report":0,"reproduc":0,"requir":0,"resampl":0,"residu":0,"respons":0,"result":0,"return":0,"right":[0,1],"rmse":0,"row":0,"s":0,"sampl":1,"scalar":0,"scatter_matrix":0,"scatterplot":0,"scienc":1,"scipi":0,"sd":0,"se":0,"seaborn":0,"see":[0,1],"seed":[0,1],"select":0,"separ":0,"sequenc":0,"seri":0,"set":0,"shade":0,"shade_ci":0,"shade_confidence_interv":0,"shade_p_valu":[0,1],"shade_pvalu":0,"shadespec":0,"shifted_respons":0,"shortcut":0,"shuffl":0,"side":0,"sigma":0,"simul":0,"sinc":0,"singl":0,"size":0,"slope":0,"small":0,"smaller":0,"sort":0,"sourc":0,"spec":0,"specif":0,"specifi":[0,1],"splom":0,"spotifi":1,"sqrt":0,"squar":0,"stack":1,"standard":0,"stat":[0,1],"statist":[0,1],"statsmodel":[0,1],"std_error":0,"str":0,"string":0,"style":0,"success":[0,1],"summari":0,"support":0,"t":0,"t_confidence_interv":0,"t_stat":0,"t_test":0,"t_test_one_sampl":0,"t_test_two_sampl":0,"tabl":0,"tail":0,"take":0,"teach":0,"term":0,"test":1,"theoret":0,"theoreticaldistribut":0,"theori":1,"tidi":0,"tidy_summari":0,"tie":0,"total":0,"track_genr":[0,1],"tradit":0,"true":0,"tupl":0,"twice":0,"two":0,"type":[0,1],"unit":0,"unus":0,"upper":0,"upper_ci":0,"use":0,"valu":0,"variabl":0,"version":0,"via":[0,1],"visual":1,"vs":0,"weight":0,"welch":0,"wrapper":0,"x":0,"y":0,"z":0},"titles":["API reference","moderndive (Python)"],"titleterms":{"api":0,"base":0,"content":1,"dataset":0,"getter":0,"grammar":0,"helper":0,"infer":0,"instal":1,"modernd":1,"plot":0,"python":1,"quick":1,"refer":0,"regress":0,"sampl":0,"start":1,"test":0,"theori":0,"visual":0}}) \ No newline at end of file +Search.setIndex({"alltitles":{"API reference":[[0,null]],"Contents":[[1,null]],"Datasets":[[0,"datasets"]],"Getters and visualization":[[0,"getters-and-visualization"]],"Inference grammar":[[0,"inference-grammar"]],"Installation":[[1,"installation"]],"Quick start":[[1,"quick-start"]],"Regression helpers":[[0,"regression-helpers"]],"Sampling and plots":[[0,"sampling-and-plots"]],"Theory-based tests":[[0,"theory-based-tests"]],"moderndive (Python)":[[1,null]]},"docnames":["api","index"],"envversion":{"sphinx":66,"sphinx.domains.c":3,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":9,"sphinx.domains.index":1,"sphinx.domains.javascript":3,"sphinx.domains.math":2,"sphinx.domains.python":4,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1},"filenames":["api.md","index.md"],"indexentries":{"assume() (in module moderndive)":[[0,"moderndive.assume",false]],"assume() (moderndive.infer.core.specification method)":[[0,"moderndive.infer.core.Specification.assume",false]],"available_datasets() (in module moderndive.data)":[[0,"moderndive.data.available_datasets",false]],"calculate() (moderndive.infer.core.hypothesis method)":[[0,"moderndive.infer.core.Hypothesis.calculate",false]],"calculate() (moderndive.infer.core.specification method)":[[0,"moderndive.infer.core.Specification.calculate",false]],"chisq_stat() (in module moderndive)":[[0,"moderndive.chisq_stat",false]],"chisq_test() (in module moderndive)":[[0,"moderndive.chisq_test",false]],"distribution (class in moderndive.infer.core)":[[0,"moderndive.infer.core.Distribution",false]],"fit() (moderndive.infer.core.generatedreplicates method)":[[0,"moderndive.infer.core.GeneratedReplicates.fit",false]],"fit() (moderndive.infer.core.specification method)":[[0,"moderndive.infer.core.Specification.fit",false]],"fitresult (class in moderndive.infer.core)":[[0,"moderndive.infer.core.FitResult",false]],"generatedreplicates (class in moderndive.infer.core)":[[0,"moderndive.infer.core.GeneratedReplicates",false]],"geom_parallel_slopes() (in module moderndive)":[[0,"moderndive.geom_parallel_slopes",false]],"get_confidence_interval() (in module moderndive)":[[0,"moderndive.get_confidence_interval",false]],"get_correlation() (in module moderndive)":[[0,"moderndive.get_correlation",false]],"get_p_value() (in module moderndive)":[[0,"moderndive.get_p_value",false]],"get_p_value() (moderndive.infer.theoretical.theoreticaldistribution method)":[[0,"moderndive.infer.theoretical.TheoreticalDistribution.get_p_value",false]],"get_regression_points() (in module moderndive)":[[0,"moderndive.get_regression_points",false]],"get_regression_summaries() (in module moderndive)":[[0,"moderndive.get_regression_summaries",false]],"get_regression_table() (in module moderndive)":[[0,"moderndive.get_regression_table",false]],"gg_categorical_model() (in module moderndive)":[[0,"moderndive.gg_categorical_model",false]],"gg_parallel_slopes() (in module moderndive)":[[0,"moderndive.gg_parallel_slopes",false]],"hypothesis (class in moderndive.infer.core)":[[0,"moderndive.infer.core.Hypothesis",false]],"load_dataset() (in module moderndive)":[[0,"moderndive.load_dataset",false]],"moderndive.theory":[[0,"module-moderndive.theory",false]],"module":[[0,"module-moderndive.theory",false]],"observe() (in module moderndive)":[[0,"moderndive.observe",false]],"pairplot() (in module moderndive)":[[0,"moderndive.pairplot",false]],"pop_sd() (in module moderndive)":[[0,"moderndive.pop_sd",false]],"prop_test() (in module moderndive)":[[0,"moderndive.prop_test",false]],"prop_test_two_sample() (in module moderndive.theory)":[[0,"moderndive.theory.prop_test_two_sample",false]],"rep_sample_n() (in module moderndive)":[[0,"moderndive.rep_sample_n",false]],"rep_slice_sample() (in module moderndive)":[[0,"moderndive.rep_slice_sample",false]],"shade_confidence_interval() (in module moderndive)":[[0,"moderndive.shade_confidence_interval",false]],"shade_p_value() (in module moderndive)":[[0,"moderndive.shade_p_value",false]],"specification (class in moderndive.infer.core)":[[0,"moderndive.infer.core.Specification",false]],"specify() (in module moderndive)":[[0,"moderndive.specify",false]],"t_confidence_interval() (in module moderndive.theory)":[[0,"moderndive.theory.t_confidence_interval",false]],"t_stat() (in module moderndive)":[[0,"moderndive.t_stat",false]],"t_test() (in module moderndive)":[[0,"moderndive.t_test",false]],"t_test_one_sample() (in module moderndive.theory)":[[0,"moderndive.theory.t_test_one_sample",false]],"t_test_two_sample() (in module moderndive.theory)":[[0,"moderndive.theory.t_test_two_sample",false]],"theoreticaldistribution (class in moderndive.infer.theoretical)":[[0,"moderndive.infer.theoretical.TheoreticalDistribution",false]],"tidy_summary() (in module moderndive)":[[0,"moderndive.tidy_summary",false]],"visualize() (in module moderndive)":[[0,"moderndive.visualize",false]],"visualize() (moderndive.infer.theoretical.theoreticaldistribution method)":[[0,"moderndive.infer.theoretical.TheoreticalDistribution.visualize",false]]},"objects":{"moderndive":[[0,0,1,"","assume"],[0,0,1,"","chisq_stat"],[0,0,1,"","chisq_test"],[0,0,1,"","geom_parallel_slopes"],[0,0,1,"","get_confidence_interval"],[0,0,1,"","get_correlation"],[0,0,1,"","get_p_value"],[0,0,1,"","get_regression_points"],[0,0,1,"","get_regression_summaries"],[0,0,1,"","get_regression_table"],[0,0,1,"","gg_categorical_model"],[0,0,1,"","gg_parallel_slopes"],[0,0,1,"","load_dataset"],[0,0,1,"","observe"],[0,0,1,"","pairplot"],[0,0,1,"","pop_sd"],[0,0,1,"","prop_test"],[0,0,1,"","rep_sample_n"],[0,0,1,"","rep_slice_sample"],[0,0,1,"","shade_confidence_interval"],[0,0,1,"","shade_p_value"],[0,0,1,"","specify"],[0,0,1,"","t_stat"],[0,0,1,"","t_test"],[0,3,0,"-","theory"],[0,0,1,"","tidy_summary"],[0,0,1,"","visualize"]],"moderndive.data":[[0,0,1,"","available_datasets"]],"moderndive.infer.core":[[0,1,1,"","Distribution"],[0,1,1,"","FitResult"],[0,1,1,"","GeneratedReplicates"],[0,1,1,"","Hypothesis"],[0,1,1,"","Specification"]],"moderndive.infer.core.GeneratedReplicates":[[0,2,1,"","fit"]],"moderndive.infer.core.Hypothesis":[[0,2,1,"","calculate"]],"moderndive.infer.core.Specification":[[0,2,1,"","assume"],[0,2,1,"","calculate"],[0,2,1,"","fit"]],"moderndive.infer.theoretical":[[0,1,1,"","TheoreticalDistribution"]],"moderndive.infer.theoretical.TheoreticalDistribution":[[0,2,1,"","get_p_value"],[0,2,1,"","visualize"]],"moderndive.theory":[[0,0,1,"","prop_test_two_sample"],[0,0,1,"","t_confidence_interval"],[0,0,1,"","t_test_one_sample"],[0,0,1,"","t_test_two_sample"]]},"objnames":{"0":["py","function","Python function"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","module","Python module"]},"objtypes":{"0":"py:function","1":"py:class","2":"py:method","3":"py:module"},"terms":{"1f77b4":[],"A":0,"All":0,"Each":0,"For":0,"The":[0,1],"These":0,"_hat":0,"accept":0,"across":0,"add":0,"adj_r_squar":0,"alia":0,"also":0,"altern":0,"analog":0,"ani":0,"api":1,"approxim":0,"argument":0,"array":0,"assum":0,"augment":0,"available_dataset":0,"b":0,"back":0,"backend":0,"base":1,"befor":0,"belong":0,"bin":0,"book":0,"bool":0,"bootstrap":0,"broom":0,"c":0,"calcul":[0,1],"call":0,"can":0,"cap":0,"categor":0,"categori":0,"chapter":0,"chi":0,"chisq":0,"chisq_stat":0,"chisq_test":0,"chosen":0,"ci":0,"cis":0,"class":0,"coeffici":0,"color":0,"column":0,"common":0,"companion":[0,1],"comparison":0,"compos":0,"comput":0,"conf_level":0,"confid":0,"conveni":0,"convent":0,"cor":0,"core":0,"correl":0,"curv":0,"data":[0,1],"datafram":0,"dataset":1,"deep":1,"default":0,"degre":0,"deliber":0,"denomin":0,"densiti":0,"deviat":0,"df":0,"df1":0,"df2":0,"diagon":[],"dict":0,"diff":1,"differ":0,"digit":0,"direct":[0,1],"display":[],"distribut":0,"divid":0,"draw":0,"drawn":0,"drop":0,"e":0,"either":0,"endpoint":0,"engin":0,"equal":0,"equal_var":0,"equival":0,"error":0,"estim":0,"explanatori":0,"express":0,"f":0,"facet":0,"faith":1,"fals":0,"field":0,"figur":0,"first":0,"fit":0,"fitresult":0,"five":0,"float":0,"form":0,"formula":[0,1],"frame":0,"freedom":0,"full":[0,1],"func":0,"function":0,"g":0,"generat":1,"generatedrepl":0,"geom_categorical_model":0,"geom_parallel_slop":0,"get":0,"get_confidence_interv":0,"get_correl":0,"get_p_valu":[0,1],"get_regression_point":0,"get_regression_summari":0,"get_regression_t":0,"getter":1,"gg_categorical_model":0,"gg_parallel_slop":0,"ggalli":0,"ggpair":0,"ggplot":0,"go":0,"grammar":1,"greater":0,"group":0,"h0":0,"helper":1,"histogram":0,"hold":0,"horizont":0,"hous":1,"hue":0,"hyp_mu":0,"hyp_p":0,"hyp_sigma":0,"hypothes":[0,1],"hypothesi":0,"id":0,"identifi":0,"import":1,"independ":[0,1],"indic":0,"infer":1,"inferplot":0,"int":0,"intercept":0,"interval":0,"jitter":0,"key":0,"keyword":0,"kwarg":0,"layer":0,"layout":0,"lead":0,"least":0,"left":0,"less":0,"level":0,"line":0,"list":0,"load":0,"load_":0,"load_dataset":0,"load_spotify_metal_deephous":1,"loadabl":0,"loader":0,"long":0,"lower":0,"lower_ci":0,"mark":[],"marker":0,"match":0,"materi":0,"matplotlib":0,"matrix":0,"max":0,"may":[],"md":1,"mean":0,"median":0,"metal":1,"method":0,"min":0,"mirror":0,"model":0,"modern":1,"modernd":0,"mse":0,"mu":0,"multi":0,"n":0,"name":0,"nan":0,"ndarray":0,"need":0,"nob":0,"non":0,"none":0,"normal":0,"notebook":[],"null":[0,1],"number":0,"numer":0,"numpi":0,"ob":1,"object":0,"obs_stat":[0,1],"observ":0,"observedstatist":0,"ol":0,"older":0,"one":0,"onli":0,"option":0,"order":[0,1],"ordinari":0,"output":0,"overal":0,"overlaid":0,"p":0,"p_valu":0,"packag":[0,1],"pair":0,"pairgrid":[],"pairplot":0,"pairwis":[],"parallel":0,"paramet":0,"pass":0,"pearson":0,"per":0,"percentil":0,"permut":[0,1],"pip":1,"plan":0,"plot":1,"plotnin":[0,1],"point":0,"point_estim":0,"polar":[0,1],"pop_sd":0,"popul":0,"popular":[0,1],"popular_or_not":[0,1],"port":1,"posit":0,"predictor":0,"prop":1,"prop_test":0,"prop_test_two_sampl":0,"proport":0,"provid":0,"q1":0,"q3":0,"quantil":0,"quarto":[],"r":[0,1],"r_squar":0,"refer":1,"regress":1,"rep":[0,1],"rep_sample_n":0,"rep_slice_sampl":0,"replac":0,"replic":0,"report":0,"reproduc":0,"requir":0,"resampl":0,"residu":0,"respons":0,"result":0,"return":0,"right":[0,1],"rmse":0,"row":0,"s":0,"sampl":1,"scalar":0,"scatter_matrix":0,"scatterplot":0,"scienc":1,"scipi":0,"sd":0,"se":0,"seaborn":0,"see":[0,1],"seed":[0,1],"select":0,"separ":0,"sequenc":0,"seri":0,"set":0,"shade":0,"shade_ci":0,"shade_confidence_interv":0,"shade_p_valu":[0,1],"shade_pvalu":0,"shadespec":0,"shifted_respons":0,"shortcut":0,"shuffl":0,"side":0,"sigma":0,"simul":0,"sinc":0,"singl":0,"size":0,"slope":0,"small":0,"smaller":0,"sort":0,"sourc":0,"spec":0,"specif":0,"specifi":[0,1],"splom":0,"spotifi":1,"sqrt":0,"squar":0,"stack":1,"standard":0,"stat":[0,1],"statist":[0,1],"statsmodel":[0,1],"std_error":0,"str":0,"string":0,"style":0,"success":[0,1],"summari":0,"support":0,"t":0,"t_confidence_interv":0,"t_stat":0,"t_test":0,"t_test_one_sampl":0,"t_test_two_sampl":0,"tabl":0,"tail":0,"take":0,"teach":0,"term":0,"test":1,"theoret":0,"theoreticaldistribut":0,"theori":1,"tidi":0,"tidy_summari":0,"tie":0,"total":0,"track_genr":[0,1],"tradit":0,"true":0,"tupl":0,"twice":0,"two":0,"type":[0,1],"unit":0,"unus":0,"upper":0,"upper_ci":0,"use":0,"valu":0,"variabl":0,"version":0,"via":[0,1],"visual":1,"visualize_fit":0,"vs":0,"weight":0,"welch":0,"wrapper":0,"x":0,"y":0,"z":0},"titles":["API reference","moderndive (Python)"],"titleterms":{"api":0,"base":0,"content":1,"dataset":0,"getter":0,"grammar":0,"helper":0,"infer":0,"instal":1,"modernd":1,"plot":0,"python":1,"quick":1,"refer":0,"regress":0,"sampl":0,"start":1,"test":0,"theori":0,"visual":0}}) \ No newline at end of file diff --git a/doc/_static/moderndive-logo.png b/doc/_static/moderndive-logo.png index 4c9ae700c0eb80789575fcdce24097a47f719e37..1c6c251624e8e61a5e96aa711ced9add23fbd702 100644 GIT binary patch delta 36451 zcmV)1K+V6J&@=hxGmsYwFbD7mMO_;s3nRL zVXDRAR1<4H^ErF?$KaXPTKiCLTLa0e;(7(@oH~2&e}BVT?|O&leV$!rz<(Ie$nS;H zsQ>*+)Y`m$V2f?eTkjXoPU9-)Q52INYU#o|f0xgn+5r$S(08NrgyL#G+75@|2`ov{GDzdmsxjDM1&0GaLe*A4Mb zp+aL8NVFRqRh`LJh!28*?+W_2XjXVu7zB#<7vEDjom9jU?uQRcpXs0F_X5`I;%_v1 z3)rQRJfjn9RG-LR6U(Xb6ZE2(Tybq)8!lF;!)Fc9IvS?^Go42#QZWs?xQt7bLy7kU z#bd>nOiIzrS}Y_NgMZ>gI4_b+CL}lHlzZVU> zfaUpNt0U8@)4jkqD>zj!yj48p2$f8w8iE&~1)+aSaLNVYV1FA6mDjmB|3a{Nnb>V{ z=&THLoOdFOJ_4$fYAsnD_WIqTQ6`1;bXv|ZbdDK}y*oW)GCla54Jc??;G8H;jYrURq@)H5Yv3lrgmE1iMeW`0tu zk5%mLO3Y`IRDU$>{I($2X-TZsw-RPlj&(06(=K}a%k1xN2qPKar9cya#hhQWKR5SxBHl_3XrdE#)BdRqA!x8Fwx{rjV z-*+TZ;hJm7Mm;cjAgEJ>%3Cj*p6mGT!!_?%)m6e&EPvmZu4SKO3OXU;p5Wzc^}I@j zbj}NY#*t0#FXaJLz|fuBKiH$Ah2j14J>;PGj7vYmNx2RbZ#G-PwAL#OO0Ubw=~=mT z=U%yU=cL@YbC()=ckZ3;&XyRQpO!bS-7LTT`(G_*t0kdei-RL6CCmD=<>?T!T4xyhT z^l@d_x{HJW;*cftZ6ldVL8f+bEl(05b_7VApDH^FYhSv2g@hOok%sQz!G0+ZUA|a8 z^2}4^&wc9S<+1lXV8M+|`757#w)`;J|MZn_mVfPTR?gO?eDnF2%9p?TwetG)+gMZO z=FL0h?!6PfhvVa85t6Ld{Cg5|Kr+*Dfo2>N7!Uc-e87kGXE;>-2KpdCH}q*!;$@ySV9oi58Ke&p%$AOCOu{N&*)7t2LLF&70h zvR5x%Ab||lnlv&M5K{9GOv&zSqQD&eFIap~{ECRX?6ZA-r%>0Z|2>w_`KQdu3ZZ01 zXII>Ta1zRNX)644%~nWx zBP+p(2ofYE5}t{7@Y{y9BTC<774$jkz>w5}36IZ4OEKtN@EK-;l-zd;X6aU{z<;dx zW3|c|X&-3bfWAnqaim78A4EnFUGkwK2CRKv`d4(YyVu3hCKV~TMjRVppYmtiMUG`S zDq584*4{6x5j0zi33<(i6tY-s1PT_v$PE2VJujxu3CBj00n#&wgqL91q*3Z(q1rX{ zwMvt&5&Ts`Kl_>c;}@VssD;@vU4LqQHi7bV_jV>w=|4jSR&~ELiq|^3Z3M)7+?vaI zFD(aY>j{Y?I+D(R;P>YT zdwMPsk1i{JPGY3?ob)W`)W|VL9KlK2!-Q@6p(k)&>}lYa{V^-tClFw_sDBfS#xG|u z)j6}8V01|g7Z*uVqGi=BNGErB`62U=V-0Q_PT34y?g}7aBDS88GrUY4ZuyMX5pi>z zoe<$|_4LH*g@-OZ$#!5y$fCMJ<{J7p;Fhr%jyETqm*C6UZp*>`VSRC|6l_XavAdwp zPGUf33OFIV7^Y6HwC7^l;eXws9Uy1P8QU43MQ5Z8ds)j7(hp?{~D&OEQa6Q)h3 z1Qz)9dM$l&%z&dgm)tWSi!11auymW0-@}RyH(+B_t8hNx&~cEmHmy0;XbG9ZR~=S4 zY2ex$B(r+?y7u^<{cr4+_X(T#AS+0LE;z8@ln$=5+YkP=8mKlb%+uM1cAXEBMD~Es z);`mr=6T8x2l4BM6n~<_RtH-;w%HVE@a$GNxV6`zWUH|OlZK?KjnCPWqXhJ7xrD?D z=-3a+e6cBWYT8irs2qW6{ecVR=8e1Mjn}VF?j0}7-Q(r%srNlnE*|ZbKYZ>R<@s0M zBD{>uv%IGT6CS`@q)Vp?E)N~}G2+2tPT#R_@$8E3dwJy?o-MA1Y5j_5SkEmCNPVfBzfhul|q_ zvHZsGf1}(zU4NHrH*S=#edF8Z8_&O7UVGzOIbLE;cUNxSyjk}55BR;9+eI>mKY7+p z=bY=PbEsx%+_43xfPrf+%(Y;iHrr)7vMumL60gc`n6uGc7t|j6XVcB{ZOUv5=HxlW z?xE$yBL&4v3xlI`*I=6Eq8!!Itqm-hJS*r2j|`K@m)$cK%NBm1jg3o z>bR`d%kqII9xOlhqn|2Iz5l(Fs~0bn3y1S^us16g4))8HtA`wSz!=2g!Cuu36Fg8s zk*M7pgdT>kZ~FpQg;V(q_a2j88~aZ>-!g;L168XSa%R#reK zd(po_B7b7m$J(&U{sm(%_T@zLm594^e2J?-U9c2tn!asaFSQ$G;t`XOfz&}=!$`j9 z8CJNYZ>ukM5`lp0hJV7!L9rUhFTzNX1gonRzl?Py{n`j;YhEJXk`Nl!%w0*U9qX&t24}WJn$!naz*V$3~Q^v1i4XX(zg7?Tr zC7>tdFkMfdo$;%ZYm# zrS2K$Sht(9#@?$*a!6WQvZBNZ#dJNp)e1#M&!HK`#x4|+SkE=qQ5$MOHmG;VRwDI) z2Y)QssOH01xV7|Gjmx_6AAaTxvuo3`#5q#7WwqYbf+C~D^NsVaDyNJ&Bf_H`@j7a#}`U^zUojmwPvcGrx5C3h5 zI`_QC&6LyVTvj0gji5xo_*oP<*xnG-)qnr%p_*hQP68j;b@gd_Uz1<^_5V?o*>x6W zeFe3OE*(5nYoo1XdVOMkLvw0;EXiyT6u50k_+mR`dgq#IPo+Y)TtEmx8r^WC-Ou$T zAYWR00=_A;WLP9v7=fP#51Y9bSh|8b2(j?nMixZDL+GYV7A(L+*-X^b&gZNmnSXe= zN7Om$AeVZQ3N+&=g#nf`MYX>sTpS`5u9|K6zUtwhMZ(e!RNYgY2M_TsDNltazq7~a zp4(_WCfZg-md%XH&qMc&RZ7oa`tJC%PPp)#`c4lkw|qZ1@Um%zA78GvJnR>{7P-0|Zrlm3%6pNKvSn^lH@R^MA-r*U2<% z7S|8fp!KCXjYN|4q?5YV0gTR_pb;+ISgQ`zHgx*1hg3nE8#*N78dR7;K!Jo0*NHCP z*>c6d-?@8SuD^M++_-hOoUAtG*6riny_02GZ>Qyr>o*y=U%z!yCiA^=;pifR!!uN$ zahUHPvLnN1uvoBzp(>;H9)Fm;)GaoNQ4zTjIhzRg$U$p5X+!n07`T5SeSiSkBE^|O zR-wl;zl14u75NHF??{^}4KunzI#l^@ycQLjsKJKoN5JIwgrJ^2Z-2ic3f}X`gABsw zobQ;FtCug8XP$hb{OBh?Uf%ckd&=RWl)XtQf9X@tly{^3>)-x^Qh(-qtqc4QK6IiP_Z{YPv`@vd zXU#H;Bli_}1YS7DNq$baq4_H@Rl=-iyDSnt1Tv6QUZEih~>(jiv~OJPg!vS$?(3V)g7%&iq|glZiMYaZQUm>iv?C3Jl2B^JB2wp-X^N zLJ`X|y;@s}Vw-PiaY*LW8ydu8LYc+S^LBABkYMFE9b+|AV6C^y8gKToRpMs7 zN0&uNfD+CR#}ggII%7mR_qfg?m*U2S5PW!#Ye9Jt-(vmqY;|H+B>*L@mFq^AvHTJG z#Chk6TR>K}6pJ|Dy~j7g$j*y3=RgWobri}S$25g{O}vh|o@fL@ek>%N?tv^c$D-S1 z1#dm){C`(ix3rn?3k^-c&o6QKqbm{!ovTjwx3TR=v+#4#HTg^RiG#m(nAs#`UTi_D zezYZn5>a+x!9P<3?$ko<9G2rP6WC^RypY8)irCrcbLWk=!l+D7Lcn%nL2jKud z8;MIcXFCK1Ap}0ZYTm)=Nn*p|)e4H$VQWx0{C^wCNa(-?FVO(-c}E!v*gWqfn&*=1 zx+%(ci=ERUX%4Z%Yki;50Mzop=i{ClDm&dwZs3}j3XY&-NEH@9adTK=ZS_fKaL3VZ z!*v83o|ZlxVFzu^?^DMZ!6#--(B11;GtV6gN*c`$sdc=nQ|>76^Et4&gQ&oY zLw}-@ig6&#VxMXRL3%DB*f~%AoFD0KCC^(PwduD-bH5N@PE>yY!y8WBdfp}AzD`yyXO;Usds|3}$FlMWp&(L{mL06J`&NP}pt$#_Iz;8%sm6cK^`goRN+$Dr_ts=u7G7Ya{ z!4#)uf1%3c2K)TdQ8`@9%atpa%E@w7-hAuE5*=mVy`HIN`uN^f0 zNccc~zlVf*!%8%Q@OyVo%I)o4&NChy?3MNAPFXIWFV}9|EKhylz2(`bpDd3){9yUw zm%mXy`{{RAH}6+}`)lQRS<1~fuYZ?szWAN;)#tuZUVrN**V}5nr33=j zcmh$xI~GAnM-0IZGpfe877)EaK0!$*q(jO|T{A%E*$NZ3l|SrI1Wpw;A3Ko z3p%4Fw(vEJNtv?yW2WCO(9>C{dty?e$g?5>Qthu5@ovv?Uqs3T(5ac`a2pgc9Vlcf z>cESoPn748Ras!xhaGfx{(oF7&-e%ZJR4AL)I!Lm7U(gs-a}I04p9%qww9fsjXu`Q zBusrn#C2;WB0bcbT{b(RK0wE_fd5@?mSygksYjhu4R{yd;5*>w)U7ilvlhDX-)0fV zFJh;6LXsfXiaWjrLO9da;&yP*jOUhsxhT=EMOx14xe!Kli;*swwSPl5bm4O%g-dkg zSoCa!87UmZR9Nsc%--PtSwE7HQ)$8yUddTH$0(MEg2N@r5NE2VWxALX>4V>eJ%yK! zb?u|kOwf_KaBQs)b@y8Pp68akixrB=&j>Mx_HUDa2sBcJLzxHVJZwLbLNXhis|yxv z6dyX?!q@|mn)rMruz!O4cJU^z(f3M}4ck^?V`UtH?=#!AV%tvBjfgg60D33;i;R4E zpIDNhf`xd&CRZ%Nl@T#RUuv|X3pXt7;9c;heOh8p-H0eAi8?&h>)Uns_-s}M zC2%fHV<#E>3d~|>=;8^=5-5{&PY}7Z8NyJZG6N^UOIqDwmg)vI^+-Lye4f=#$(9GN zJ=B>Lk;9p;j(@=s=Ec;CA(GwgmMwZcTX(D6jR*uvXn`=22_`}^1ZsR}9*-5(4ugMx z5|ZDUidml|)MsoRyBX6OTP3zdYf#FkOXTU5? z>>y!&s!K40z!T#WAOk$O5sokrHblwKtDh<4y?G8mEr0WtT=z_lNeKGtW38ClG1baY z)wFRVKEut1e`MW!*E=w5ut7@BSF;4$6N6$ZF_oBv71pNplBB8st@EX7Rz#baI~tPXZ!UEL*?%X`gd1ys7O1p&j1KLE8;fN*kpT8=JXDtGSODP?k50foh2 zA?E$UORtuXf8^Qn%m?3J{?+e&yUcd0^4U*+xV)3?SAY8t%5=WZ`MPhv^lJI$w_hr6 zTz|h^Zr?j8cr17B9Frvz&-d(XS#I38#SR@NtvMD;r`?o_RP6P>SRR?yfZ@%6s=8EBQeEltm^FGhC-K|{QID4>FR zcgyNIqcc?GMr|X8%&OP_)$fWJbr=O&Vt;gA zzpNF9^YbkH*qP^9@N4#0fYsGRGAPEH1S@eC3c%-IS3uVDHMq~SV2$rcF+dP6%(sw!P1am(H>_4(M5u(Qc}XqLy^AXb2SHs zMiN|9^tp{0$rQpX!i-W0Er#P56q_eHGg*i-1T)=UN*`E`O!5}E?!*!;`G3+lQTDK3 zm3>%>#VS^qyspNsLM?Fg$M1o~`uoS9>L^#@yDlEIKM5K~V;kv`pD)fZ?&{W@_H1in zwf$#F2~`}bU&;QPD<0@FL@!XW0BRAV?h8kmm!2w9ZF8s6x0{q@ol|q5-&ONfobsK3)X; zdj!(Y;qAL%(q6RTfU!7)q)j5i!FVrDQl_IC8===J?%}lTHtN1$u_sa01~hoyPyo%x zMDGo+uCX@Oql7RERYLCXa=>Bay8Gj+Ul^(U%6BNZNXuOCR96p^kbiWHMd=i^Dq;qG z1+C!qU{D+#RKinDx!pZq-3th5Qb~jJ5h)FlOm=P^z}KEuB`HDR;`yhRZPWuViEWL2 zQxM3;QZ&Hd&)~rjo2o6&DAt(!T9xUU%W?*FWETECNlpoy!t4TJy{-M;AaxB|0HXt> zPNZNoDnzu|*v!d^X@9Ii4(O!dlojVV=s2IiYOjldE3k@s3-wl<6nEq%%B2w)2|l`; z2>-9S#z9GO+_Yt=Kds)&w4UAk~mZXX<%H-E3+L^peKbnwvbk@q}M zE?#`KJpb}*<@U7`e%8_cMXys3FCod&Jo9{}d7;3%C52#3AXBV^r~tJb`q>nG?sN2! zPY~4HvnSn~q#Lv*ln(H~SS?n}SZsT))1&(b1V;$~x_2yz!jEpHlY|k8=>#1N%_|^~ z$9b_tw-TRyqJN+TFrI^>{j%8{O3-~iEib)tt=v6cl^0%qwS4O1&z287{%HBvU;b9v zo9)Vf^bUhqD8mc&u?6`r5v9z?K)^KD6l z%dLAS<(VfQCd2B}Pk&(Y#AEL%hx@Z~aG<%m%U3Rxix>8l_?lr4>k1tXt#d3qCwL~! z;9f`cOn*pKCv}iGA_)XttTpT09XhWC9PQg6L>xr9U!zVz3*2hOy>@yUWHBaGk-94g z?HTAffNUDMO1J_;Q=A1dn{5n== zl21gx=Nz&`x`aXY2wkB>u}8VoLW2WPXu&Z!cYpFEA8aUT&ep75GbZXRb|au_s^%=p zdECvzBRO%*D$UQxcWK6(9dUC@gq0Xcf!07{1kL_IQBOt4M#RGVYK`1l$Y>Lj^&-__ zE|{5<{;bxR*xWG|ufnp|$DB$SyJsJAEw{ANCdn98 zP=6drsK`j)!M=0$v9!+@?)PtoQN`97mr_C%#$~h%z<{ZOq(=gLj~XFKOk~Dr`zbO= zDkD$&;KiYP3wd3Qv)O$FT)4>tq*){8*|6bLNYk&y@q*_z$=(g0!R64p#mRv%cgNBh z-Grrs5_@~5opZ5xD|~)pkHxP~?2>hvxPMzPddEVX@fGSu4YNk(m;F;4G4?fmfj&N3 z#dop8*LPP(El^Po%MBlV%ed=-VQTK$8!+^VMQ&D4PzeO+L;s!xkc-vTGafLZMGsV~ z`+9z#f~nk(j(b4RXtJN;D$F@3x9kbk)f z`LF{ySMl;s^TkDD&p7M^u1qlOjC&}A9JabOnj=%&RxDs%%w2b)Catwq+&Uhq;3R=1 zcGyGqbRMiAwfTtPe0dOtuDx!0Rq+VzvFUwlG3MURExuaa>u=X+rYsyNt^j3!l5~Nc-#`3v|^S)(JD8O~Z@Fd-9*Th^=t z1X5%PyRv_HP!{`(a&Wj$zjt_m|DKhD8@J27#i$~?bSKcVE-@I2& zmnRH9m+1b1bjfq3f}9F!MSsm9(`+B?#{D%QoYfyobW(xqD(eKs)DecO@nN@wqObbd2&~AgB9AlPoUG^v% zyCLaOnJmig);*H4ymjMd`S4R8D4+cJhst~3^B{>y{^NHD3CnMO<$w8dx|x>ix9^tU z|LSw)TQ7X4+`N6a+`YF1YLRfv5T0Pp?eyf7b7+E$Z8_rxzYn%mz=`0KQNRkC03IqN zTh;HnSfG6tk}O}4;fJKkW>vQ__v%dX=ev5Y`Cs_^eH`faC+HIFQ368&wf3Qe*HwgE z%*6)Fxz@#=0xZvyh<{!kNtL8MSU}pGm3#N@l?N{Fl^^}chsrZgKUJQ1?2*aE!$rAt zalc%=2x*eNvcHe#u_${B`7Ml*kQO}Wme+TJ`Mv_40$qI^AzKKPi|b$HG<|lXm_(H2 zNh0(pqhDpe<@2$|H6Hs2Yj$$J1$RybM zwIa+(qABtCD1U_CACqNf%&NAYJ3Qa9twq&}UUA{I<8>gRM+%=l3)!vilXfz>dak}p zngk{6V#3JoxO16V$iDcI901Q4u<^*CWu80G*BV`N54h7BawSIyBzXcV$+33rx#ql5 zm0x3FmhBOmOV0yZ#fg7`QfkeJ6l{$!<1q;tiY3QzfPYL-7he8L&v#e5WEu(cH5nX4 z7%aP_dD2~M=q3jtx9lGKwR>JxxHtK`r4d3k?su@%0Bm^{Or>Rkcw8XeZdnOge3KeH>;z65#eNOa-W}+SCrE0^AuzeA5Nc z*Ap=Ip19vkYAxe>yLqfQ$j(XW_cwOQTB)*x1GKzaprscKs%SzV19vfzNxB$)Mju#c zaJF&AaqJPF)Er-fr`B$wF0yUBE_v*`l6~MzoqrY{JgD@#vK4qOJ6fu6s4I|Uwc++7 ztcpMD*O)+s@l%!6mOQntSlcv$1?X8AgKj6odUm zG?P>|XJ%gVeR*d0!(aJa(=~NBJOOqpY{*hr3<=c6Y?fNe*sRh{%lprI(;=DeO@5oM zDSrn$=S{5_Bjz(P%C*^!I9yAcVD8g!nO5~x1wPKbFCxV8XeK1z+YZT`9O)X=eUihy zBUVZRQr{DbH)Lz|JZuK9ofu~BprUoUwOWN#I|3&$glhd{IG=0KOm6+`rw066aFsno zJu2Mg3iD|D{3>}^ZkB)h z&6oLp(Y@kOwF_tHY~Y>aGXlw5LcW1BgGvH;`xa3rEj{OY6!^9Eko{{o6JJUbc4pIwWl(TihuO+ z-MeMA+~@qua=9*NM~4h3?w*{KYu7)-u)0h9Y*{?WImq{6TN z?$^rMYFBRETb7q!eZ9Q+${Xz3zWnN&q*K3ld`h?xrEvJaRk_FeUzRPB-NhaWS15%- z%Jine1rsdIvOYw_s57QcZ}wE_=6{p$K10in!#2$GPBfhXq=sA;!ap0IoOktZK5AAaV^@}UnsHMw%> zLbgCHBP-~~z) zJJ^3KgsT&wGg6G4b)2A&Tljn3+3X5DNzD3UbD!J^3Ld1U@7L&tjE+dFuEk06CzkFp z@`9aT60f9A>o?;tCdi~37=K%Wfo{joEj0RAlv-ne&?n9jBv$i=isfcpj|qUKB?e!a zWSA`Lp|5vmwk8o3#%DiTV^UXv9ps0rLfsxU2Lu4ofAe~0Eip{7I&f$uZP+35p_T?D z`YDYFLbcggHnXvX&y#=z)ka^RIM>yL#8FeDqf%?dzX2`M*wDj*?SD}$n5l#(;9|f=JN(A<%L?v`G=x$>)*)&OwFyx%K<&999>c@J89S zYs@yOJ^)lOo^X{zShq+EpF?Dh-{`MHJQ=S?>hf1wcXq% zuyGxDQA#Wu`Z5wN-P;#!dUGD_0QC~Cl+foZ&{|J*_Q(ujtum+gjRR7QiH6S-NvQy& zb`zaM*7d+7-hU3ct9n*lqACKacZHxd81i7h`!!L!jon(Q$+7o^d8yKtsw6+b%rl_~ zlU-L(P&HC;j*tswwo#2G)7V>_lLZCCE;y@^4wUBrG_%$qT+KO{g$eiW>R&2k72aw{ z1CwS4iGnybymz{_`hEiF>zWl*%SD&k#p~xyv@>%^`hUFjiHE=r#1BeH?7h@6WfGsy z^}*tT4uv{0OAshIm4Xd3ad(7!rdDDNJ+D3mUA}mciQU(}^-8&Oa)+HPN?Bmd?<1%+g*b~)VJ8i}^R(=& zOO%=B3V#mDybwCmu4d<%X3kkme!54^L4f2X^waVos0M3a2Lgk`zSpP{>sk|XHoC$G z3r~#{AgF=0EsN>G@M1x0acQT=r{(N)S&lAUESs731K@qrjqdpyFMOxGdF@(x`u#`* zK3JZ3{L%88U-?$~E1!CMiKKt=_r6i?oo&m@uYbJ3S-Wq)_)58P``fE zZCS3C?9QE?o|dyENO!hmf5bBt@&!Wj@W1CPwY8JubFhc~;fy3y5uH-9wZ`qW*?IgR z2JPVnN%w7LJTmv8P)EA^_$|P`%ut(&EolUq&fZL{oL3TZhnHr^KJHI5;_5_^Dt>)d zc7JQk$e$D}@gM)>v*qazexN+^-~*F~AG}BwO-LU=*Y3iF11E->U$04#I~a3x2Yr$|5i}*|((_jbJOl+&%LgY+P{yU$SH;UJcATpHE!U7tc9f+_ArS8c~2?Z zx$nd4k)&iSUf}(-NiUL?_&Mo)rU}qcINvoQzuXk#tGQcj?N3IAI*j9 z2LLETn1||2j9Scs<0;^wEXqWzTCEc1sy#d15ge3KJeOC7V!a_%$!Tz|w0|XQLY7Ls z>G+l5tD=)xn>uvt4VkW5D8@CyDMzXO+d~Lid%9M2?jP#rH%kYvc8$8$y($N8?c0Jg z@4H=m=AM^GVw%BLI!Y|(`>a|`NkZ&OAX%i^ zddSc4*#?H#IUXIh!D}OMayKLaz2{*yyJ2z+v%bpzVh*OkPy64QcYmklA3^g3Ii@V; zY(`@W!x`@B|Co_B*EH!)rIF+HcuPPWep40>y%a6`)Z!wH}zB4YvT zwgBu^LCFv`kr$2>Xq{9>u;5Bz4UsyedjI(pJ!s!;C|RYIOLr} zV-7UZ6rWwXcwt689c1cgN1!fH8Wv7Wh!uauL(u`N<{{({*1HwEXPm1b6tyK6ntST# zr~|da;g@-e&KHY9Jw7P#@8so91Obg-g2rFx#)92Y5Ca_3-+$nm?jA48@#$GPIa`)D zuH7mhe)`Gsp$|S;es%ecaw%ge95Rc_q6 zL(y_{?s90KogmR$Q4=-#M${pPzu5zgKdSle;6op4u1;yJ29-><#U#ycg;5|1!rGcw zr@ld|lK`M+3x7YsnH_8uj!^{uZ{HkPlVT1f^d_#*x`JNT90IOY3W?oz!s`n)><;!8 zgqt$>+MJb><2y`lKmN?)1Q+jFR6@Dj;MUm=Dgg4S%HHU5a$Z>RA%M?BpY{M`8i) zH=L{aJSV$MY|U(};H(j>VQ=CYa&5hkrYbuJ_Gy9!{XOX z^qvH$k2}sm1r6s^FM9NciRy^ndbh$S|3t$?uX05sTw%H-)qp(;bsc zVuKa-K8m~yZjvO%lQU?^3ugO(9>iy%$RCDNb&?e^@ZLQWSX?|03qRun44a$fGFpFp zPW-+WD<^&yq$-_S7jsfLa?%Fmjc&vHl^x79H+E%1rupPF?&@a*$c2P{|L2}{eNDsj z{(o+}7mHc>+q=kIFdJZOQ-`I|!CU6Wg!yjJf&|%NrAj4N#hK(iwmKJ z9Zia)ryy}o4Bi8_enwRnkD`%YSB$3{Aw^(6DTeTQV#v2k#KV}`FwmL!2o%Q5UF?=b zKd6JMxC_c~Bb(VW4saU4rQ?~P+tD91tfWRj+#?2Yl+w`)T=G1dCx`y614Ml|C;Ozn zx5z90E}(E2cD06?To~5ZiXCACi+_W*3zQI*DUlnbMcoMpQtLKT6Q{_11JCB9yT5RXxwC1xcJ0<=e{WjO)(5)_2Ycm_2d|bFUV5dx_}cZdJb!^U)tpJA z3Ka9Qnqi1uL9SrYn5EP;R;ZSP*!VKdDjRB3vjkT|ySa)AUo!g}ibK?qGBFn3Ki@hB zz}4-GTut@wb)LYT2=ckNvIZg5))opJh4%t@6xR6~EW^i~(c?No5K$)O>H=#?4!0OG2u7IXO8gtJAY`eCH0=_ZoUfGw91L%AC+D1x%CqqH1xicFQu^ zYL;B+mIh0zkU%EMEji;%D7)3BVgjxW26gSWbX^yDNLDd##RFB31(n9i@at5 zbLPyQx_S!A8$);FuYc0l6qqJ161BbxOVFNd@c`$?=v_23iF2K^jCFo4I(H4BA!wHp zsL;KO3qkQhkWICy>`_BO(o>!WdCvI+B5d9jx>d(s)a|Te5I(DeU=3#tWAQNL`0H)-H1n^khOp&>iyca;@1_P1HFEKA&|Gs_8_91}T(F$V7iCOL?y&L@3IhQejQdzqutEjYDe0*?XkVp}(lqd-0J49=%Y zR^r&oNt0lBUH3M~luATqNhd!8WCc~eiez~5wQihwR4PS>0BZ6s6uVK2*fE(#Nz`%F z>8tfo;m9N+QGa~P_JLznJ*%*k`rWf}fVI8iy2qZ@yG3H1ri62dbMQ}heY;A8iqS?H z;s4AHlFwuD1cfm$YI1JTd1U=B^jCM;wQ!#E>>N7d15*MEM#IN;}R@7&*8%Xct?XS`|6 zX!CG$T36WsG1usYv|-N-7Pl(Bn4c7cY4cSP-#Q=Hdr$}6#&6S+F_CN13K@{BNpz;? zd<|qKf-^IF*SS`Bw^&&1?3|SrweZ<`d5xY}KcfmIp9{+mhLNTE(7gaYW_QQVCzh&O zaUj+XF@GJeWaZg-luID_fLdF@Xxjt{Ir% z)F{N6c@4Iu-EH!G4@GmGBuGv{n|_6^l0P?#O;w>Vod*6OifzvQB(e9w(nwc&mM9&F zDJs-%9R7t}B#AjkNS5!cV@_?sdxH^5Dj)|?w0~<-xoI%KM5)Pb& zK}GlO(eXnUIgFxmgxgAtg77s36jn>4;YTeZx8b|l2^Bqb{~*E$lm^LReZRG{Y%DyJ zj3#a$M;L+!B<);Vrs7XxodkkwtxH-}z|ndlq)!i`$)+^VS(&@yz!mo^@=Ns;LA&6Z z8h;8l0$e|Ht}3XYART2tVUfY0Kw~l9%CKe!*C0!6p02Hpz}A}Vh&m7rPE+Mbki;Uu z2~9VC0}ebhWnn%pYnjQ|YE^v~IvA_dWjWh!3c3}SFN0xlULL%9xxDh)o8|aqJ%Oy; z(ZOPO_438?$ir`zKlu9d<@)VA<>2sQnSU;jFe>O!hc4ZCqXjx>uzXna*{l?=MUIr> z1J`V=4B9tX{|NgMGlY2`kvoyUZ){?HveECc>YF`Fs~}Q?^kg|EV<_O-CUAm~JUTE$ zCWvtj&kCKq)#{|&w0QdE%U8;DxJt4&F5b#FTVVGdG*a}<@TN9vf50`?K}6%y^}L_ zTi3_s&aGQ4o`@zMBX3w2=u&~eKbf}?8<+DuZg1T2+KdfY@lYe5;9K+dFbW~9jKM%omRLz6_$eEWh1nE0M@0IPo zvRw(D3jg=%Pky+3^uy0g9(m|$xp1^7S1uluD_4)o(ZL}L9#^hhu0#M8U4fvQvo#*C zu%NbPb```!5-D`}WcTJ$l%EuI%ky9E6f6N9wK#S&#XHguGmG~*$heZQ`+t8#qr9Gf z3tP9@2e&<&Uk-2=pj3ctk~h>Uvph*U@7lhJotoHj?do{FG#FM_7-Uf25Fm_)q6OLo zeksOe-mM~y1PiGFea;M*&|NGHoDh;u_!yjN5m9$XBT)BlzAsSQDqLRg1B4pq#j2^5 z#yCvpd#*Y0Li{UzN4jV%JbyNZ=On3O+*Tr#HJjLh;~11-$oZjVR1;pus6i*iGUh@* z2#H-oLdkFpHVd!QoX@?~g3fg9HJzVWm*+K)QLtcl$3!n&c1E~mj44TA?p1#Iyv#s+ zHU9*;9=_k>Dj-Gb69mmvOLJE~9R6FVnKnD0!fEs{djwAkLnu zyn7ZV0e0&VfgT-_uj#2&`!Og>3VGZ|s3U1k)?6wbz{p^9<1CUo>WUg&j+5^>=aM@3 z^!ct{(-xlxUQ^kSx_@s_#|7EA;UTO9s$%7CxCw<^5zOMp=9;W{rXW;GK(2?EPE8z4 zd+GS)(Zt|}>NNRyxgPRIFqpP`oJTqqZ4S-BUbiu-K8@KG6+7BlvU-yT8)suCCBg=s z40SROnm@?UaUA-roUTsXVs68jb!N*I*@&+b?rLFSVIGo`yMJrsKXnnVv@u3yY_JSMjg0&ZQEu)XpCfrLPW z#p|Eza(sMTR_jf>iq9H)t)Au495{3ab-t+B=ODxoOF~{D5yMV{q$<$OuCv(jvy zwbR>*-$c?aCPcNYCQ2mP*x)-4vv%Vu2$~9{Lb^8JSFXbvmHf^Qy2())HVP06sn|tm zwC}o3DDI#Ex~KiRlY|hD{;A>uCY>QIWC7SH6E-9)D}(dbdb#3=P|TE&md_v8-{pT! zb2S0c^@ z%*3e$u7OVpvlb2<(dMH{=FC0=(Pku4z^kFmGVxoopmS{-cC%|eYnv((8gvBAPuC=k z4$i;$2DGsBl4~*-row(wwu1g$bMs4eW zFp1d80_W@lcrzpcg0o=7A7ba|&`kl~z&)iaV8~edlyFo@JcAcrr<&9VVDgOH3+6G$ zp9Q6Lo;U6Xzdwm_-@Ot+hp!o%bG72n^6wTC%{9UzRe_&J(!%GA=Y#nq(8qtS0ky;i zcV(%{Zv-l#=Z!;#5J^;ZR&sK{kVl^;6}#5u+njsvy_`edvtW05r#d)#C~rRxm!v!0 zXdT*Z@L1LABpV8hTIIc4U&fzDoA_* zNW^bkzg6CP>qfan(d)Bva=P0c1AbiQ<%RFOR$lzhYvs<}Gx?3Z1Ma7@rJ3I*qK?Pj zSc0%)Y8|~3RBE^E5@CO0?_~xh0Uvw}D&Pn-K=^^M0nZeR9fu_LIzD6NgCp9V3DD>l zq6ei4T7wjOt_wsS`22q$B*1cvGB$%+vRwCtWCAEKUdpXocht>2Tb8?b@08W)X*s@k*MWZ?NVD{8$=K%tpXRmz zjaK5ccd*ZjdOd3Z{bFF?nG3AaJ&Dkxs6b}jm5XDuSvfsBrS2JuGAH*=1*4zO$kK^z zIp14Qs$${bj3{Yqd)6Y&eNcHO{!Az|+p;&AsS9RiXB1Fye~am^tWUv=xhglWT`%u_ z?4k1GKlZWm^izM2PaeE_sT}Ps%GJw91xX&|4km@~5XsZg(NQJ%z!&IaEDfPV!ZSf& zm1WXl@-ohyE;X{?j)^+Xg`HobCLnmsN_acV@qLRuC3=k|yy=;?&WL@FNt(RG&FZby zPROz2C4PR`J1b(P73=O7G!J@)e%0?G1*rUX&U>$iyPSu zSc;(+w_xXmEVN8S8o5~zKpgBL75-k0z0$2q0g?0c?6TQ+I;P0k6{hS^`}gNMW3DcC z?bj9dw$6WHB>;e3va1`O0BDNShYHr1CJ7U{Zp11kt zMa(@TY*jMNxd)!HI)xr(@;*}>uQ+Q?NJB)OYXW90t_NfhATbbN!J%z3U`|tk6x2`b ze_?-B%u~e%@fT0?iho7bRghZ>SQaNO-DyxE9^~(SD0%Bko6(nm)r^B zVU3b7TjoIk(v&CU|ld=b*26reUJdVRL&qCd!CQOrxDKzGIKddlmhJsY|T%4FU)Q_mruMV7M z?NqU4g@}$kQXTyeG?FZ=56>i_T8@gC*JCtiBnYi8Fgrz_Z^QSI%9ujzaynagkTQR3 z6?ke6>{==2l2D?d3QVi`CHYyc&NxRhn=5gy&eEM#!5sF>Lk~SvE?&B%;5QIn&!b?U zXka+x8zB*~^TeiiMNNrRV@eBj62T;YC*aW52CT&wwXQVpBRn;$y8KtaoYb0Xy~ZbV z67g<2-57HfEhw6OAD-O!rgJdB_zZvP!nJN6B_N#O;{;_|gyaS9i;~y%IJ^WDl|NZut$}wj1)_8vhWDY3P z*&f*!GsX&a@*NKL%-{hEI9GvYvj(%Jx?~i@#!}f}rgq9}pUf6z&bdA$e+WMG;#rNZ zo$z*0B|uEI+=F~|Zc)$_u`LECB`C7H*w&Yfgo(sxHGhEj0meAdu=e~(*l9L_HY-Z_60q*C2>L9J(# zeI}O(k`QQ3J1t1*AF7Z_F?0Ib1&ab$`yfP#7F<6Q3tzI?t~5`Bj@@QeHj`~RJG)md z9xcj8|NO_wU-}E5nLK>;Vp+_#)U?}Q%*urehlD9(t)pv+^8(KY>jIj4XAY<|8mi)O zq!xpW&`g)lbt8=u=x2X^M#Uk0FVzz!4PvD=Ycc~154RcMAdZ^8oe&c4LZ{$q0b`!4 z)!`{-z*(dJ79D@~5QrBPUsAFD++3OdyUpuW5)#W#@c-hImdw=$=};5X zSmbbg7BQwnQQPx!sruui8M}DKEL|JI2F+4PvUOIn!eDaAcSS)vp%{8kI5~OQ%-RiD}#0l#Mag@Ra&%$#VhrL|#8a*_W zybmOG6OshyEXQ`>E9UC9f&2u??BU*_p`RjnVV1$O8L&|cpY!wacQJIc5KqW4*1r%( zELsO<%3^>EI)-j;rtYpYUQx_K`2;?r9euXomx!ZWxJiFQ2L5@wQl}GsnZ8*BNGOVN zt2%b#{9mWHNNx&}37K4wL%e+J+#A~OD9Wl^2*eL1s{qq?GK>2qkrn)JV)|N82-&6A zL)U!B-qg5@-d_lL(zsC(X;LQt=HGnL!A~kSJ=W8%!yO{MrdH8qMNNFN&Q4X0i)KV_ zH_2Ewx}bloO@}UY?SZOQ=o?^KU7|+k!B%rW9NY*bNJ!FYg(W+$-*TXJBHgF_ z{=RY%_$=Wd!QESAGme&|J8WxP1F&PmOa&Z)P!_PXfLdW9*NFfO|Bd_40T{<`{)fsQ z$wbo!cRFdPs-vO_CnF(etUY}#-K4%E%9^i}PbS8csc71W>WXUZN|y=uicalHYcF$s zwJU#@!h&bgy2`Aczl1%rj6mMISpguceGywVq*k4JuMtCF6byeg@*d9rb;=iyl$>>ZTjlVe`vYO`{uLzPFtjttF01=V_Ds?f@Ji+O)d z$c;8PBUor4pqkHaI)Z`GGZ1s9GeHdx`IY?R0_%_jI%}Z{0L6MNe z!cN!XKuHMvD-QR=3kT)$g(E_U-uuV{%y)oXYpft=dI*@1Xyf~_z6np?Ta;5ItVrfIAU{DD5_4|~qL+WCCu9Y^ zv^Oaqc;6%Clb`rl`RIo~G?`46<j?4qa%{I>5DZZmM>NkpKg+ z)6LIUO;`K%1h@!#9f!1iokET0=9n+2wbC}JueQ9*wg=Ld_H?sTXN?qtj|N*XDMj6v%dV4t&C%kER_zQ)(e zkHs6ed9t|ao_Vv~N1IWuMI07yo%lE*V`3HV0_(CO`H*jLvK0A%4yG2!eG;P--TXxB zEH{Xy07*n*fbYlpMO?WC1kM1zOKjSA*%hv9L?rtQ zMK~hG*{oQ2ZYA$l*O4w=V&@9!&bz2<-q&w^=<~6cdo^Awb5ehqIw;YG4n{l<#1aC| zpygc5KIO!v&EEAFU|QBXxVRRPM>jz1GPDy71r6GG?f{x?Q;PGRle4o*w@j6V#-7E@ zx^w0=`RpG;#n-nWM2iGTOV@RC0KyGmAyPFrlFaHM2UbqxZ++nHM@VHo9gN^AvrRp*JNn{H#ZgEz@=9Cq&j)sYZfBMDxvHP3%`(sdqC6+@y_XEe^OjrQkq z)soBhy;^CtLuitrsw2lvCd;PhHgHxhs#^*a1S`>Of`-cR;ebXd32c+2sTd)!#Jrfg zi&$TcRjD2j2(-=g)k9DEj%Yka0;+T^`8&`Bi~f_|3*D59T{v`f zUt!wA-c*o=AWrOOK7c)^5)oP++T7ltz*h%$0ZE0!BSFIvT<^^p)Eq44<A>Zkwx0_ng0J6|ii$%1gqS6+Rq{NdN1FJFJ*#d7`j z-Ey{CmJ<->oE@`pqAKyUoSxica)+0VA_?{kNtR|twOANFaQ8K2E*N*2Bxh~5x6Z#Y zU@@zl+ymCSI`InnK;WXH0SxbLZ*Nvs$C!Wf)bmrZY)v*#Tq}zT2znfx%nW_QGiP9s z8FbE8>+C!|J8`fI-?3sMhA~sDJLy<0%QNr2Ql5GGgXNPy^0CR4%LnDc{Fp zML9e~V5hm21NtG)>tOvLF%2rER+~GmEjjX*oK%OS05ZX-bZc|2IJgd#xI0cPW?_GQ zHIBntXsp_#Hfpo+9CYyw?-gV(hJc1trH4f}y7|blnEjE35zW3Q?+OZ&MG+@yx<7Zm zY9iT5+4vcu>pMp=GqBMv-U^Hy9nv7L_;nEQbb+isTX&i`Pd}Gr5i1c}R_oV=tzo-Hb*pYsGFVaVi(_>g?M#!*s`(dQEh6y{ry)sf7*X)cNxUx}mE+lI5gShdmxO%cHF$%$-` zQ_{ptqbjkJ*NT~Q$u)=09oK&-npUea*}%V~z_UHqgh;HJsL?1TH7o z^r-|p(dPw!+LAymZo>%i@)_W1&V+{?Kk$5zs01->-WE8f8%A9U2PuDjCs7+)FjPML zeo#6Lg(d^p+XMb8vuP4C$Gno$&mZ4OAm66}!uT;g01(ByvdEObrYbS9C3A*ts&z^tLg%Og<`$r3tiQw{gY zs%GVkk>@;#JEMj#Cy~artpF`W; zfnhn|laF#0nFnEG+NASjfuS89gplxO1fdfoLV;2`dYRAU0qnzwi7WgAI>4+*Ps+i; zq2A3>^Hh6_y|RBd2N}gh5>dcqUl5xX@SafiwpPf#@o+&c` z*#gXmg3N^wZOxJqwulT3@0sh*+cwfLcn4(gT>7j)Qdr92{sqCAw@74H<@ny6^6=$@ z^6W>REFbyEvy=Bc^gwy|flK9JA6;Y2rq0UY(SCn9Iy$Jy7U0Bt`+K||T!)fa_*)bu zw5QoUWK@FSH0+)^eyvXyHr-y6?LN7poUifmJk!lI-50PL46vUO*62lwx=jyE=WhR* z3AQyqV}g!KDz@o}BH&wG=&V7T{5MG{Soo;G_nM^k*Q&tI5LOd)1m&?cGxB+jK0ldG zYfOL7r|;(E@u|3nYs`Ix-~q7$1rZGO%bA1%9nWJE(=?~7q$3k|D(JgoRizkwkM%rh z!Fgups*DnS!ne26wn9&lu;dbNyy|mbZaBmNHPpT6Dd!#ZfAN$KN)|C z*G5)aQC=|!cn19btuHI6vRGGBV~XsRP-n_Jf*R281e#}8w(Qs=PlBIQAxXc_&5oew zBK^^Gf%Ki$`vlq*?=(MHn`936;{}cmZ+fkQI#3i&X9<`z~Xl9mv;N zKMMnsf2%@1+~uMF5~f=TuoqCEZH6tdv*K$`@W=Z$6)HCas@iN1D5Is*u7OnM)$HWM z3}vW5o@f6*J`W~!`_jDNET3EMolrVAG#?x8FC8Nbl$s@s6#12SqA`1=3zL5Zh6R|# zg+-4=EO?FH^L!6v71)%9&f3xDowEWn-zO={dflL6oP*+K7QqSMU~tg8QWjZX9`4rf zByU=M&VfMmon#df!hYG!Kt_6)uUJwOd9DnC0ih!qh&Oc$=cNZnoggO@eD=}R$w4c~ znjj^r*ee;f>_x3UxuX$H7$1K~sG6zku`RReP{l@tAW@sStpgQluzxj&fdAtLpF;v; zYKE}vJ9i7aSwcZEqB#{EyKW!*_u%02Ha{oO+Y<-ZbH65rrhzwwKcBa;{H;nKk|d8; zm?A#UK9H?ieKcf+!7oW6EC7$V$pgnhv9QwE9Skk-7K9`43OQ=cxOIPcn_9W6P*zvl zQ;AgY;-Jz{&U7-_ct_!ChqhprgYO@thX?!R=)xYm$(;W*;TF5|g#0OqOE(NRLXrvl z2l)TpEM0m9JA%dIXAGw|fmDwq&>l@EL+?TJw~ZM$-&u;%WnbRy#uxJ@7 z;191rX7)n4pLn9eC%a%R?3E0B8DN^tyt~vYx6}FIN@L&M6ZZm<4$a4hfjY1<#*daV zAUbF64p;4N8oAXGgSGJmpTr$|v1AccK!c_xeO1nh_5#jzb#b0D(MD`)R#ASM&sVW+ zwpi(0vTuKiXkBhMS8R}fox?){T~RZ7%aYyd)`kCHx_N?3h8Lmv?iwTJ+z)ceEa~_k zI%06rK=>%0Fd3rt>F66akQKwoiHrI{8R7qUcBNp9c%Vr|)i@!Aa&|PG>`q30os8D3~Vn02#OYV4484A zHKBh~lGtDYVS92l0+1)N+iBLSPXI;#--ZU8qpltMmYlhbn;TRMwQd_fG_e#VQN3SV zCi!2m@O=lOB`JEF&9!&c6z0HSSVI-mRZ}v~Wp{>py`wYcVr?ut^&Z{Mmvc9*dAb1+ z19y@gEH{(0P9Li#rmiju2IPTNUsIk_IzfMRMkyUzuetM;KYBOp2w0=_ z_3{?_`$LCU0_J)~6xl|=5?X9)=iv?{5bKUsGzC+sOR(+tpDuGhyHPt|S>uH7q+8G& zmQXElh^j7YUJjKPJPUVrGv<&=qzCA?U_WG_qOUPgjm{Jgh`@NySAi>OPxsuC5J`Xg zYDy9eV(PmYPIazD=DQMGtn0+-C&mhmL7O$LHGdV%^7bSzr8fIw(%Wx2G8uEW0cJ*5~ zfoq6bkF98B6%ivXS_hSD9^E=14j`-G*)l#`A_=h}(0x~B6kR>IGX%jAIL4W>T5rpp zyDyiUckYxMAG=$g{@@47)ytR4(M5FocIEcn+vWAw-YPGB=e6?Ow_Yl@Zl6%o?(Q*I zA-4>GIAgb3m3wz?i^vMk7ae~(KngP>#VWYi%2Ierg213RmFTo@BB)z~^LDoJOa)Sb zzClF`B*$XGYn5HS6VC?Y3=XPs((Dws2C20{rgag&iyfcv(m>=Jpm$Q>I zzU$L_x5#Sxp38^jqtAY@y#IZVO`dq{J>|;9qjGe(VA70k^U?lZIUs*KYFIGaeQ15S zP!pG6bd3Ql=Zc{!Bx#+Zb5$h~9N@KpTjx*E2s%@PI`G1+GC7Tips#ROD)so6I!D$q zX}iF9PO`{;wRYQr#9;v#`yxTGpsztYDVS3sDWc9)mhI-LnjdRO5XA)87n*m+>^9|< zxYh;X<+XND#s=YRb9jHXa2twuzV}v~O>vrn^|}5UWH;|Cgj0)KnzwZ_){U?59ptQV ztf2&|$!gK3)&x!v*J#Pr1gw{OsRb&>Ha-;kv2i^!Yx;VoxORDK7b#7Hgm#Y6DqJx| zX(TQvLR+GzY7VwwItT^5W5q%^+^BbGl#$kz$?sU?@;eqZim`uUO@0jvWCslM$ez*F zY^D(+wHYBvhD4DUY^JYoNvxm;jyN7fR z4AvmUv-FmpIRbmdu=Hiw=T-YL-O%&#LR)hUiIq_w-iI|Xv)4l0l>$jVXAIq9QE7hz_{>z|mf1oxzGjoQjaB0mO5&slfth8LF+qOpfRTE`X7uLBNMbre zz=J+Jw}yMMbMrBz3DuydeadMr3l})%WYl6|tqml)v7{V90?{6}mKh@4Uvp!D$V3{V!g`J4=a4ALJa*Cx zGev#6yy<`B60%w=b=n9DSTv6X_A&gP4QPbDBx-y_$1iwNx>lQ2J6!qBQmE)FA7(hL zkPXv3CpgNc!8LNwIF&S#rMU7(W~9~yN|!6Yt7<)(byZN8+NwL}5W|vZ6?bd0SOD4A z!TTgDVh_z|Btg9<5!Zs>uI425l{zHMy`yAkx&WX>#TJ`wp)g}#cOSo@mQRiO*SROY0XL4k#E^R6Sb>%xoX`*dK{B)Es1 zYb$kdXRM=;dv(YJ7ZT{xrB|XkH70*6UKf8lM9WhoBe+%*JME+ac;Nzwu1YyReY4y< zTbCDJeZ9Q@iO0*+&pcI5PnYGz7hWtcyzrg!*0o#Z=I!IMTy3dS2>FKmUXZCQ&rW&I ztnj0_2?+wgA!mD@{cN3D$r~WxHftsbnn3aIqEgN+5|%l*ujiGizY$yo`mRoox?q1S zhK3+wD>`psX7KOUKC}K6q$jZcvz|qQW){v)pN;Q?omfC!_sV87L`?uKR8pk|5)^vl#rEr|!OTUw1 z*@k9DD^)I9jFkP|WxzR9<@OK^CL~sA5&RWjU`xz=3Pm z`67l|JV!Mn4Da;Wtm{s}JNs7tPn{ceLV(JUcANcwVz?^Zkb*yo){R8!yzhTc2Q$>5 z_J17{w}>@z_BYfG3%KdRaKE7F<*o=hAb?=@Y`qCrDA&^ypyzJCO zdu)6Dys-}picLvCOXL*8WyTZnkYt2(E@)qIXZvu<^XI$bTvUj7R5aFOY!Kg^{aHhj zw!vZISzSK6%=UFjr3)j`5{7>Xe(8kJFNu&_BiK^h4}&%nDbH`?F;atirkFj-mLGBr&U%_j*3-@7;b! zA;pNqT2LeVv~Ygv{Xm~K;jI~&6f$TnAUBwa5yX-MEX3=9r<_EIknnZvQV z8XBQ$U?VEYgHXq%K{J2FI_RJ_l_*zv@Sr(+!Rj-H&=+ORgvy$43|?`67V^#tWYW@R zoa)A|i=#$Of=Xc1)WBOzetHJcBrNAyNPVw_Htshv7 zQ3s#IL8A$hYE^A*hic#5s8l`zn{n~Xf|Ty+gqoQLm07MVdB84Pm#hjJ(x7Io>eoSD zx~h^c%5zT+G%_C%A`I0ATc$ zXu<~^@|nA6@40_d%|Q@kN&FG#>Qkhm# z+n4}rpg~8U;)o#O+@E+3ToOq3=4Cq*ENi}+l-ZR_gu#DZzO*bSC(Ckh;|>WxrnBv2 z@39AW2(TZze4)JX%3Ec*K64dZYYy{IfbOk!MXal(l+&g3^$3klmyxV-4xoJ>Bt9W) zso!CkvKDIo4^TyE+L5uG^xp1lPy1Q%Ry>0rhfm|bb2+&Jo6!i)hc?0o z`P!yMrTLlYPN`U=4x!$O0(f<^;Jrg z+LYzlak+W-Zu#g_Pm~}1kq?*mzW0&IqmMjHDTKqrMcJQC$Xtp!J1p6~y?KRFqRW7y zpvb&h;jHg&q*BNAw5FrT5$1C^T@q_gPIqNac(BI;tY4S?qa)5?Qt(o$`x|zM=VagD zVg-MGRvM}DL9EI%ZVG(;eBmpG-;i#VlD7tFkFR!HtqQR#r)gcvd{&K5t-00$ zv@V_^?9wd8o@q}JJ7X(JM7wmc{@z|dxpwlpKsNQe9`T~Wj0$inqBW#OqtQzkksL%J6A-H-ftj%?SA!YJ2a7r zS!(ysXokFYy`S7qW~vj2O9p~xJI5QmhDiX^=Jz;WW0-cj@RgXoGsdT!y9c=vx@S$Q zgz!E{06{RDajW-)&zZcRTJT^OR>X9WB&cW`CqX!4n$%Yc=O)psRQ!ksgea-7N3wrS z;(6!nYaK$uLs{@LDOtv3ytW&I#Z=JgwMD~I3Kck#dl}0wF-%LkOl{9N**-WC;{CDrK^VpO)FY+2I;)1 zf}bK&;BYx~Dse*BSx6Y0nVOocrghXgU6M63aPbSY-VKLp2|rA$UWbd|GroV?4ztds zA6Q&>{^eR!wR4Au0f1pI6IWoXaB5n<9i%kurG}Ixco4+XvJD~D=E+s1Cdy`sde5U`<(T6+(YvN8Ao@1+1E%&|8s?m*o_?&+85M5&4jw#=5suu(Ups zY<1)t8%`juOKEJTCvZjsu@O9eqQaUbw!s7?{O#D@YIkN z>2R}Ca)G8gC-47CfZ|Q0_1f4aRdw^h>%A3rJ9YUx_+SEv`n__yvSI`k8;EOBBBV)9i%jI67y<45Y1GEhD5>slwTl_IfjBz%m{7^=|L0pqNP4*9e7Y1xAk!FpEi-hl|Yo+*fE zR4h0tcaL8zd(hciZTrEI!gc4bE6&_q6-J(Dz3>-3cPQ3YnhIOIPMREZY zy`1=L8WX-K5xU-8vl#b(DhNLtWdTkeY@c z@2bLJ-MOpxY~;wfL`d=tOiAkuc0-(~h~T}FH+GV^5Lrazj8x9o=tb z5)Gjs^-R&kY9lv+6}g1xGe{kL2eaqm?|R#n(Z1{Fti9qP z@BV*n6NW;{QnPSk@mSXjvn;~w`>@PRUZ*D^QAjb#2@)L!sIFvY{C%8;D$I6Hy$pi` zXjCh97Jg#FXJ;n1I_b@U!B9-2aR_Z0Hxb#!f~dB)VJ!7`DR>gTR|ihCk}?P_D(!|n zmQEJ%)h(F~?ptyT4ltZF@OpTST9{bN+_HZh7;Oh}72@>!shV}}5b59&Ga#P@HAal7 zch#GuB^1P5@poWeX0y~r-rom{W;D|Dy%Pv%;u$7O1_25;HWE&6ZtDd})1)OLnk8uS z48)wH6wez*bXt#=TJhjvmH^ZYN^unVAgy(E_DF66#yfZASx;N_T(_uUp0Tj zp#fsEYH8G$P6m!_m9DATPE#pG*ql^@pCvTcA(R3HIZQFKDuAM6_cN%Z zO?CdwbmWFjh&j*)l;;{#aaFg@AaZ}hz4_Dv)v~syU_jRT>54VfMq&Wl4H4Z}EFvV% zV`e?%kUlUo6_KVe9EeL>l{6JfaJU2Vwkl=DL3H-OxGM2Xjt=+Bo#PY23+J;tTx9dT zOFJA$4_&=lzWu^0<@UX0S?!L?hEfPS?kyE!)N$HB@SFs;)W&tgt}xPfA<};-6+@t& zp%?-!-W`E^AHX8x(n}R0pcMtqyIs%C`p`?zlTH(Zksv)Po3Z>86Lil~0G3J7*!5W{ zr@L}`rbCvj#vt$lb7z^Ad-p)da>T1xo~{@mK=+IUFPjZvnb?cEuM`{MQx?=6oS~S9 z#yNibTEt3NYxo>>`5iE@Lur4)tk8}7^91q1Luk-9JrkY1jnOx-Rmq-kZ*X4Ufetzf zCLcinCaE4v%OnBcP0AkGJ`H)bh9=)R^`+M3-pM_ZuYBx-kCjh;;-lrMr`|WYaJXNN z4rk@)U{MZ__6QNidAGkmXMq8P7~QBVuL%_Fd_SIvLjjTdg`*$ous44;?O84Sn)oWg zFO!!9rRkch`ki7TyC~kn%9D~1_?)DFH@uMVA%$F>|2WfvUg0>3137jlFt?T>CtkLF zcV>C%ubjLpOmLyL8=a`XjRC5a+q-yzT}e}M1aijvHOUZu08`NEJZYRydm;K?J!_%@ zT0!&@$m)p8y*F5-x|Dxfdjc1^@SWnJKSOZxki@k@i;7}8SHoJ(q%WuzR?LzF%Cl3d z#WT1K!l}4Nu~3^Y#m%BvKxSum{p-5swU#p7oAZoIGDkE5$=bp zjFFTO?uCAZI=1F&Fj-OV7ey(2FVB7*j(S&XAjqV-D|w_=giL{MV_7u(8>F%-_o?@% z;y%SPdLAYPtSOQAe2P)_`SAtxVP>@FoUjx6+5qs3r(z9v&0L7U4U@^2IfIIG^mBNg zguAQb79C|Fk6M3MT!~F$cEw60pb8OQ3N|$kbKy2<5xgJh%WgL1fDJ7uDtQ*z2N$Ww z*!4!QvV*XyI#r*A_JNaZe@}>J0_JGNiVznmZc4G-DOo)m@h5ap1%1YYc6YslV>g(x z$GG^S~gHk3ibkfk0F;}om39LEA%rbaj)rlSh3nmyH zBa^!hJ?(#ZAgQrHHk0uu00tvwM2eNP`WbgrtO@v7MNBf}p<{}ldrlxw)pUCF_fE*% zFc1VtOoqA{Csh|SRNmMmnRqPQV0wZfbp}lT>q=k_Q~U|Gy}dmM?0Q48+Gz~GKPwc! zT5~CKw6&AUBcGR$SoL&0xA+Et9{VtERP1r4PNz0GMl1=cgvp zwe#st28Z}H_l4!i*-s_fFT7&1SR1&p;6U#;xP> zt#7|vPEU^cOqM3WK!6ILh{Gf;WFD-(=(dTe6GSP? zx2~1>-d?$U`2n6Qx2d%!@&j}_Pww5}d8W!L3YHT42BWEt1wqBgC&x}`qaP=WuLFNV ztZmGs@yzf#NdTMq^X%na<|9E_?&nQn8Yc5fhWY#H-6+qdGx_6<&z)zVEORVPfi}Va-m$ke4$*qe8`U7 z!NI)jAMEpU@l0XV*fc{cIu#6DxhH?M&e;jY8b*=D74As!s1V#(kL6SJEJA7!ABo?m zihEb2>1J{R59`ln6@S9W*Y+^Z5v(JQHPnue11~4W*h7LIW6$Xwvg^~4&j~`D-b}PP zTL7Ix1W!G~#)TT`5E}d;_3Ze4K|N)x%|UFEaupfFP@Z*%&g+tElCeug#t469lj3dG zT7pOw*s5c%;_^xE)ai0p-ddaT&3+$-y9NTTuJw6>te`*YlZc#E(%uB*#M^t1__MgC zD}4L@n5Ox95?ElZgE7^k5Q$lGrZ<2@<7yC1zNCt>)^a|jBYD5S?vV~Kz^}DF_sVJs zayY|vgWRFECt&THvRRpMgrk2Rjq#erNnGn(+QGagGIz_jVb2MOq9i`gBiErnn}%%? zf?5z@;YVi*3k)43U&7>KRd01lB|7Q~sYsd85Xmbjkr%f{*VW8Ea?*_7QO`6N9gx^( zE$BHlc_*CjWQp}0cVYwlkBr-l@AT94bGJAzAu1$nN2!+#k|;yv&z61pcvb0FIA8SpC^2@&ctBPC9n$)ix|+2jM6$Vb;$eg(u= ziO0Vi?PW<7e9lJkT;f4C+M=Dxrc;yC5u5T95KZ1*?fi)HnVC-)y!xTLx~73rBuq%| zaPYtxOWam-LFYGSoKAm(3!KL^DIt)qP&$~IQPDsqwB6L6WMXN`1#Aihg{3T)O)o?F zPNPp%pxBd{xavn?(-68e=OVogw?fx#eou?Q!AreIU8|BgbyHC372E+GPw5M(J1J+~ zSIijf@Q?-+2-nkIzA8U8WVX@)Vh$U;8wd-h zW2%F<4Qs2Z+!A$iMn#ir(b%R~MOv?UfA}Fd46Yx(zMQCXSgi0Fnw;mv-|tEk0;8($ zVpwFHZW_+@aOi)aj)5w-!^&PY-95vq)Ty%O6{`&B05`ZTyEhOD#&bZ|(+97DY6XyL z(lv)zA&XofO-r$NdQ8^AklSfjrr^=`i=i+SlJ)G|{Reg`*Kuf0VtIZiXg3)O==n9b z=ps%i5{$Vglz|EJs&-_Bcu4j6JnPHIrE_)`)g^Oo1B`0C4Ewk_a0g1#Y~`btMh2jwUgUL zg48Gce@N*_S^L=$DgxIMxewaKq~d6 z&;_b?!NqI7&|4@$^E|Ze9a_tU(5=~7b}KzJpUZBr`{!K8tQODvDQY&EAGX?Y{*4yc z)3?V~Y*0i^4_q?3<(tGF599Oh#z#y3xQSnm3bcE?`?(YCE}fOT6`{R?swz900UFZ< zJ?;rVI(@4-9^2H+edG1~N?DatM4AB=(GbJkoKAxn`DRZ1qMXae` z&N<+czcTikn>ghB7K+gAM%tznr-FA^dUTuL`Z)bvvOA#q%)L$*f>$a%O#|WrykbtqjP@B*nSn^>cKmA;@z?F{;N!BdI(K2`t)4C6wcK!AcW-0OhC^OccZKZeIK+tbPjl<&+S(tu`{n(0 z3+-3-r+NfG!oGRNS~t%gDWnc$vD1t{p9kNyy?F@uWaFNY82yAl7Z~aJ#Se7q@3VW0 zP8Pk2JQ4G*k$y~A71f->X;xNapaC+wWdLrT?cCeu2PxG##xH(|=XRczlsDFSi)pFG zAg&5BZo|E@+~J__6>a*E>)?t|NMdP_fkAq0?^A-($Z4PWt*3P`4}r)7B)(X1d+`D3 zZdVPku@n3mS?%FV@O~Nv?4|Ab5++Y{#V||#m z1o!L0W=j~*A>Fxq(?2$l$FXanH+M4o_OwQ;V0Q!}oJaQhnc1QaSJ?yhf1XBsSE}a7 z0d_`AI06mn3NiBH%ObdvqOhG%6C=|{x?v+$d(`P0GG-21``aHzx=f>qA?eYWeRb}MsH)tCP<6NeYV zvTL_OofzXIH?ns0XdA=OG5dZC!uwgn#%Csnv zC5EeJM`Zt6xCIvcuyE*T=3C#8wgE1!Js!L)**yEWgX1+~4tOBtgkN|&A&%`OR$+Ln z1T^-C5*%xgh`*3;3(_3#)@02M9&ZkUqNgxO?~_7;w4#>Nx~BxrZ)LB~BsO9%L^A}7 z9$g_)I+7CG-X(ENB{NYWYLNbga9cekw^(=O9o^SzEYD%KFS5lwgQPCFTC-DxR|7&)7y`4(e$Ioy4orX z&2qfPEqqonOgJQNCa}k111JS@M!s?g7kpUEHMWMDw5N1^&uXn{M0M;w=Wmfxb7K&4 z1k}AAf{yIdA_a0oD}mGVJu>M5!h9%%*CmvY1~7+1ODQe<2Gt;_$uo4HiTT_b0{w6z z#2?9l&HXf;6ii`WHxcc+Q_m*?x2XQ`i^KZpGcmv_y66bWiw&~6D?m;6C6tR*!_d<4 zR2=j;Fgx)FKk>}r$`Hcf(Fmgi`p6yV+T8_MK<60K z@$M;>@*)({C>re=e@DQGy?7={UGJ@DE2Tw*-dL9KUM|6WP@*of@w&23JO;3hdKk3> zqM$!z;ePns@v5z|@Z)Yxpp6sIN7)cqXfVo8>$>W~FI6dK;MM%U6a1;XQbDQ+U~*aB zY%a1GX4w`mq&=F*-;~mw8a!(H4;ZLy5GgJzb#v9xY`;bBJ|Ib)xO@+aI#UQ?86geMnkNh7TvdL-Rw5} zjWy8OI`4!lWx=I!Of1wF%{CPl%=o3%!iIzXQ1{;V(wm3x8pRt4l3!9e`6FRe*cp&LExr{Pb{$ayjo6OXQw zl!F!dClkzq{Hb*A`{pRll&7ql?F$8d)QY;{G2a_k<+#X`x#t)0Pq`Cq<-q({lr^rb z-0sxjL)|4RYhzApyVb0*sDFuP4&drF8>6@q{7$)VV zH(P1$JxJvXp|vI3{`9l8$`gcRgDpJVIvg!=m`vH7n_llZ`R_#f`caB=>TpG*4IDo+$s5z zsp6eoKmc|B9d(Ta0Fy%rAaO6;YGPGz#<+{+7$4NC>+(d-s{|rU7HvRTNzKjkLC#_& zS*=TBrtf*BVJde6i(t!t=A^=t?1e-9Xp?_t8e5zZW!5N|!j5=VU&o}5HsKL_%#W!_ z41K3-wGG9v?i;URI!9ajFy`deXOwDzsvdp)R?)}0muAlE;`}@X+TI23UV@eZb)|ua z*6*4$-YVwhi5of77-|H%4Ct*;wB}%u=hhRsClH08X>s7UDIB=;LWRVtjdY}FqMwjE zkxBJy*piPJNuEC@Z4!A0e;(@>fyUdbFq&paDQyv#V)R#BBvd@l)-YBr+sOI94_NIydgf>5PvEYQofX?7&;1uy CXLM}< delta 33388 zcmV(_K-9na=QEnnGmsYw00;&E006VN`)q+Bg&_fjAp(UV1BD?3g&_rnAqIsZ2ZbRB zg&_%rAqs^d3zZ=Zk^<*ZwY3aDW`Df*e3CrNuETCtWoBiWHq$dZe#h?YtikRQAgK^Y zkPLp&cm2H#62t-!BLoUA0CL^<*|F`*r>RsN_uk81L?{%JD4IenW~RF;>u27(@7{CI zJ!hL4Fy=FgdyzC6f4>T~KCd6zVxRNY`^B@rrA;Kq`@-`IZtDN^n#57D~wAR!LXghFlI20n(%~1>z|lXOtke*Bihr(04P+2 zP9RTGCAhGKv6(o#lf9*4VBHjd_0e`T9h75;_O6i+l}{N4li0>^COel2RZ{a>y#O46 z%bp`BK9kqwnep~Ma?TTEQ-3Z4a8G-6)R&N57~jGET6;R87+u(H2uz4fZpF&xR6H4 zQGm?$`tMEg4p5;n3l!R&j;hXN2jasZ;JbqVEt(ac6^4M~v*3Gx(|<{0Ea86mu=JV! zS$;2Qy#{~d(OXcLM)8bJtXX{$drdB<#!uLbQgX$$d2JZ1P>0VRplviv`)6+&pGf62 z?BX&nQ4J;C6M)CcFIkkLnKhfqE(YL4G%r$2CM7rJlzZ<_|Ll+XgVPBV($+PdWB7ii zu83bkP=|O?G|GbgLx0pljUYy!nbF*iD1Skf(j^+{UZI*Hzgau+N+F3vFkTuxFr&@y zZeNf9CvG$+1})DITOFB>PLBrPL~xp6ct<=G2vtl44Z#c0g3zBOIpu)hl2NOmg0WC=NmMji?{cg!9Q^I<0udXq4j(-`9`CRj52*8+|Gx{N# zX-65y;x4FuqXCWy`Y>nEx-K?O-p6ssS-m%bC(o}5Um#*blWQsZ=;hym2 z8+zWXLWbalIOEJF_ZN5o2pGC^2a7oaExz#n`5to6dw<4doZ+Nh2f&-n4QX2I6$Yi( zb$NANPfpM4^z^bGou1J{@AUj?d%eWq{9b+Y;Bo!M-~4@Dua=~O%@#*;N}NKa6ElF@ zx&%cR^8=7}UrFX2U)Zw%%Nna-1trfJ_e|Djo-3ah=}gM-;AckJaI+_R_n?1;b`#W> zL+Cq#K7U4r?Yl?{AP!k7-*%Cy05YwMYkQIyu_Hm^{8VjetbObD9SUN=L>j(>i-W4? zZ=clr@4i+4=%+ubm%sCz4L3IRM?Zb9{zv-y4}beX-E8;kdR_Iw$Dh?-{rxZN>xWOV zrt0zI(>go9f-XUR#(gV@$bD;|KflCr;``%oYV=an6tu+ z?0?-`#}tskT9Zen5<+_ZK`GgtO#saC|H4;dP~wV&yBxE9eg~-Q(*GVy7~)grWW`Xj zqO%cqFr37)>9oT9&g`YJh@^2kn_Hngb{gV%*2uKp44Q%3pRY02{|=aquLk_x)Ov+; z9q%$AV^7ZWe)E~_c{K}CuPMZ`DQ4UCGk>ExIARXg7jp(Odc>rlIwQaf&ZY_Y=bCMl z@-9|_5fKzfDkMA;@8q`+YsZwn+bZaD)PbR>1q&XZjkaRYx!^O*0x7xg0A}e{3Sd_L zv0CMfbPTj^zz7m+9I4CdhmjFRmtv@d0b8G!@f98H;dODeNgxH+h;sw%Q~r#*$bb3D za8$e~)vbNjRwHb-o)hw#O(`T;Yz7Jzzr+mvOg%5A&xyuHw*k^Kh=rGE*_2Tla-r5W z^tH;9t_%D%K|jZtXY&`ZMd*b&C|zoOc7yVC_qG;L89ze+tGZtr#p|8jJ_6!BZqMbs zmtKSP^@KtYGt61@^je1BFPmi+YJWmpAZR7_5F2Kp8`D2mc51Oq(OHj+vyY_fAH@CX zVy@>R^XOXnbCM(V=cH#jrALlA;z&-?9wu$m4?T(VY_5S{_Q&jSpG1J&qQNX0znsa` z5X@SEF%&UeTog%(m({Q!UEJm6N6bTkHN0&EWh->KD}aQF+Z@G^C{<$p7JN5su> zc0$Cr)zg!z7aqF&B>RCGBa0RaS!?Lez+1**xY%5BUV<;@=B5@0hwa4?DcDr4*j>

frFaPb;dpiqm2Skx4=+%wQ250WNf90PVkoFczGaHjJv#_n6b zryD$a$ey2N6w)Z+b`NPbBY&u$j{-A_b*`2nc}y^#Qz>X$E6yUh<-Vt)?q==7ECm*6 zHbB1o%;|cMVos=^iXPEk@eVcD0kd3ncX@aleI!DNYry6j0%iBm(@bZc*VqZuCQ|_m z{(8HXu{dVJ(Su9wnUBQ?Iw>r}Cgt}K(cuQ{ifWC{2Oc^OQexAZQ-6(@kR^Q8VO5X@ zuf0<;Ta<5WkMG%k#%}pouz3#>K?-%ji3O*0aGk?`@UPWCwP|6V&Nj7cH%XG%13p{( zOoy81DI*-jzc-~29kw>uGN{c4q`|XW;o#O@hm)3Y_9@P<~)_YJ}0PR=iub#}4bzV-Txb#gSXU;OGf_3;n!A;P3~y?Ihc z$4B+#=~-~6V| zuGaP7(WCn1Z$7HueEfNR_05C2SYl3hTaO<`;T7M`{TkSF(*`9c!h!?UOuzD-|ZGMVqZ=)Ux~a+$CtDU)CCJr)BSDRdTHG#3y)ZY45AL|8piTP&#=)YeOn{gNd^M0 z8}SJ%2Y+BSm|vukq6k)3D{&d?O8&Jm&eptWl!aAfMR+CWhl&LL?gGe(2N+LLcWuTQ zMXr7Q-EQNc25(=j-S|Nw-^1BX@fsKKZFbc0l=-Vv!&-rfja?`dv7T#eqc-${>{RcFt;Fg94_LHO&4&@Vwe?ra z%ZBkEe&#-A*Y;|ObEIx+wca+spgl`cH8VS@xWuc^{CI$0Q>Xd6NOO#-n|?M*ohi(x zDt}hAwoyP0RwG*T2GRLm@Xi3jNQAGizfd&Y$wO?U`uni|@ZYAWbI*I+Of`+pWdR9j z1SR{$&jR3JdqY%L|8JyfQjs_Xd}!A#rs;i6{`lwrM#$_si?Y3fhN8;{4`^+?l`OAM z&TnK+&5xy+4Uz)4ElFSOhs+pUgZ4Bjbbs3gL=dFQ4R_i7Tu&16rM)K*n=(s=MS_J9 z`f2#EnQOsUx`H|gvGDsw7Dd5B=$1?tEx<$BEY#G_=d2=?c(_N@IT|RJdXh>s6DY+2 zRxkzH-wG}ck&0K%w)}{C_-9eD^aEA*l;FWbd??C;(ByZH9NnFbHgcl<)l8PHjDO0{ zL-&j*rROhwcl=owTzF1nr-#Tb-wzJFY+CWhm#Z5d_Ot!DR7UN)r{52yLKS#XX2bW6 zowPic%oqO7GucCD0SUmMv>E<3s|s~y@$MsYoa=7)o@97X7yF04RG76>u^~gF!YI3e z?cY7G5>9;3p(rYnE~S8x&PfiwU4MZbfgM3M({0aQ%QH`a4-(41BlQCSi)RtMW_r?s z02&El3k5j96Nihsl)s)$5QO@w_*6j=P^f>&uSRV?kL(PcOsi&b{a_8+Uuy73q)1OX zscRj;=-i1KVc^DIbwJzD>BAlpf;KgENWwKhm?1!cf)Ce;F5dNW#eY9NyML&M-#)HK zPtNLcwW%jhFSh5G%Ua*;)i)0xGjV_TwFF`Tz;EO^P#vETG3TzoaP*h=@= zc=)Kz+g_eu)M|NM>(!DJV^C;GH{ObEGUI+iu{5Z|ah^K}vpNkC{eQ_?0i70|F8CN; zUR)9on$9K6Fm`8Ql#Yc3MYwe#{@_C=nsMJ^E=T)RDtq=UvpMpJz$5X(IZlzP<+9l= z1QxxzykyKhIXs|n3Op1qug+_=xvJ+*X7vZZ|I_;JcVC}8fA@AB%=YTJTSxW6bGJE{ zH=9qI-3=1n1FU�DtJ2D1OcN=Q`s9Iu9&@k;%fdY49)AS(YSL@h`C!Ut|1gU@29# zdt%sCq$92pmBL=&WzQ-p6f?(_TL*2$U+JI>XMGZIk>Cy%N<0S!OBREV0c+FoLIR%7 z74y28<349Hkw+x2>3K)HUkXw|0oi_jOqK_B37AR%u{_hOwST27w#Sy9hh$E@vq3y2 zlv(^dZ-aZG1gpLo6suWmI!8@Gi+m959=h$yY&$s}`5XiIjj!fgX4)&Cliz^owVhqW z&^pXmHC1B+-zsJVbl_(K=JVV|v%zbWkH*3q*|3OTsav1(Ebn~;t@)gX zQ5`<>Su`7pRDZ;|mYcM3DFImPn`O&4$J{D;v)-d&5elG0^TYYXK(WpkQO-TCv)HA$ zaUljD-s4(SUgWn}|2$h=*fk44S!?CG(PgZEz@IqpTz`2B#LAXZ5$C)2_(l}jd9l_U z2vF5Vq1-CO!$SSCgA6nIQ-ES z35Cw6)3a@C2huG3Ty!h`fA8#b?2 zQmhVJr^4aSC`Q5nE_#UufOi9BBw+KrQ)uoK*KJeO@0y)6AZZS<(QAF5@c`8Fz~|$h zIx9QfOm5&-n2L^|V@L=KsJJ;Sv9`vdGrZ$?w}0U}!VOPLpMh|ow&wS#V~pezvnJ^7 z4XT+thk}X+7M^a^D`Dy#uNIUC3H*ExzNSv1LMx7lN)Y2vnx#I~1%mWkBCxY7{hTBL z&xsZQoD=9Y&+N@~Toml`^GXDX(3(cVV}OMj_N0oL~(dN38p%`H2=uoVHDW}LeZ&NNEl@CJg*8=`@&eQZn}@oTTi-D)N`iM z0&3mb1aU(~t3*m!=;K*RahDX%wLpeBDh;n<(G>UUU?ya8gMEJMs19e-x^w4NT`pJk z?fplSM^Db{{9?IXy!1ldK02z8Kl^R{_J8a9wT6$}-d>#?p41tV=B;ROkh*UL6bkpu z3W0_V0ie0)D|thkwPH+u1__G<9J<12m`b3Dh-zd(0T?j*lXOUE-XjMJ->Kg{nF?fF z7yybV8oP}f`UN7O;+d_M=$5ZoEb!VPe8Rr=ni+_2o zH>b5+eq0Y8J+8Ojc%|NZ=goTQg?sfUfAyRCSHJ(?S2yq9{>3lrVp;Y0+lTeRr@yVg z|J85m>-&$n-d5`yS|D(iw)WY)~V-8xe;8__ged&=a##Rjem;C&xkOG_HVa; z2sKiILzxHVJnT4hb!&A+ku-$^=XMZLSdJiK@OJ*o-e1@yU#US6Y^Ks-I%+1=^mqu0y1jU++NzE?f zDz#KVDn2JSuhPxKPa)@_il#QI7C5o_n`a6vZva-XK*czW>}tCy+t|?5K5;kzbeMD_ z&^!RqCL%NvF1h{f27Y`ttCA7~m+rBX3VsD;v1@ekL}dw;Nq@d4$XxmiVWd!5fm7fm zt?npG4TG9`q#j`2Rkc&G<-uzYb*4n*aHi2Q1j4+Sh8UvQy}4nFUeDIuDt9A7ff8FF zie#dRPz-?{ADYJ_qB?N!pDjZ2JA;^wMM8VV_R-5VMj95IJ;VN5I2vviHF8kX^DsD- zQU~!C2HCWZ?SC5>Jr#BatkT2|66U9d0z(WuDL#QRz=Ip<2oqsbl>EHLnL^&1=K$0) z@5S|~cG^Hq2_7hMtp{wP5;Qc`JH!Q+F+-Y?4nts?MXo~NK6wZA;Q|d zUQ$#wVGdlcg;Co3_8gz%o00?5Np$#kuO0sFF!#s9j(>_&9hGitWl((^>DB}v{7fg$ zc<>}45@OjC4t!w`C%)ih=p7^_Pys#iY{d43G`wdon~`^{Df(RBc*WQhX`2m-btN?D5N_-NmUl@x?i%}`*k zw&MJEMUaSUQh-9wk@V5T22w;lvzvJW1rc}OrEbP^Y4A(}NiWz13B$}kK($kXaCvoA zN4Ia)>FH_JFAI<5^z?!%nRvd}*UNhJ=m|S)*cVcJ6@84yy1O7) zs}b=aQv{SacJ)LfQ&Q0ZwE$pD4iP^gjNzme>Y6&2g%m?LC$>Da3^5IAJSUixxEmo6 z5Pty%u%RKF-snH+k4Y*WOVdrjJd`QbaS)_d>1Rd2oV`sCzz zQHKivDJOOJ?rn<39O7Kx+p1VNn2~-7^gA@}pw_;LA=a`g=<1R9`w{#MwaVR=?q@fG z(E}i8iuXtbR8sG5SvzNRhDzM1Z^VdMjeq{XdcG0S$bBS^4IKh&5=0dt@r?O`87#W} zKIg5gj-o&>jCTFYIyju4C-CE7o@c?obG!nrt`(ADF}5ODg|k=yKK}*)SMuG%&2b&ZAyq+$PPBqzY7>B^abvtM6SFeUgB)=9)j`hQqZ zo=g7OfppJwT6j+ycf&}MV>Q>7l_?q1xkUi&42&=X@rdJC-(p`tt=vo>6n&Xh!&r!Y zeOdetVE%g5M^{>&I#O-%Tp^`EU5GG3wD0#gMiF(;PRo@Nt7gH{kRWJ}GlA?P(Nt+E zVdbG%U-7wG14APT1{Hm7V@5JSczb09CEo>S zn0F0pPJ6aDvHJeArGyZN7FV+WrpgC~3egKxDu7zVzq0%}(TtUY{Npp8{oee$TkO8^P%-hludkuz2Gp?^Gb%0W(owYYfU!8lq)j2h!FVrDN~QyijnV5K?%}Go8+Bi>*i)!# z1DZT8U&Rh37ipP`o@(?k1<9aT zlul7c5i{s3Y6Y(cgW~9*lAdbG?cw?AULZ&lBn`nwqBJNn*|~KB-+Ee2qy&kJ=bw7D z(GI*6wk`J!AdrovY=FO?$%832&0CyVtU31$l^K=Gas~}z7XCdcPJc<8!t4TRy}kY3 zDRrG%fG-9>`b3IGBOs#B#%4}VN@JaJz#xU7tUSj_$8G_uy)Ff=&??$3v|DjeJcyg9 zmPTSE`sj8d{=eoL`#Peq35yr|*V#|2B{N>gW8+j75JAuU9Q^a-mAkVWL?&_O*&>h6 zfyG@{s%!7W_rNZ_lYbMgaf%g%uA$C)XgWZ)_xDBX!M~#`b?f-Do-Qux+lPim3FPtPvu3Lw_zrYkUSy<1VgMn>)ajM^#YFfZ5Sd>qTH`hr=TZp4RLRso=#cJmsmyW zt{}B%qUQv%d*rI%3Jpzp7Q}42akSoZl*t8Jk7FO4b2O!{F)1h*u6cQ}Lj+uFmTY$& zt24 zMLCa$d3Y2j&ROO88T&5Hc(WsJZHcH7qbSfC=!&4(KLGUvLUth*-dAtrHXx%^ASBd+C^R@x*P zqY8^71r-(P2ikYeK0^C^;eP*C7*%eaaVZs4QCvp501B7_Bs~(~d(;R?aw026J5EtS zQWbg12QLoYTg2;Hp3Uwf=)&C|Ak7*n&qfWOMw)&t&KEqlN%d~T3@(S>Elv%DxjRB< z41W{04odFrnRd>_;;r!cNj(<7KDkTQW%6#(=$#93##gKxHO#u0U-nOH#5mTB0DWS# zz;~&`w|Cb@Er2LT<%SQwSKRHuurzn;4Vd~wkelcUkU)?=^yeu6xmb;!@qmdedZ=2% z-{Wg1%`w1NQF?qR<}lTWNO<=1khS%-bh z?K3NubaG)3g%KoJ20z1EWWjBB};ac4*y7N3>IV}xMj~eP#`6i zu&sl`Ma>RowKzOr+&f(0zxQkL=xLo_Tut^aHrrQUdcIChj_TeQ-_+NS&wuM`dCBB+ ziS8dnmpo@G%BiSU^c=Fx_Tm871pve1Mn1&&ga>Z_5QJJsK8Cb0#T9Dl1H$oF2Qp}x z8WNWb`q=r80KN(W9Eo zYWw7zqAd3xJ+AM+^+x^VM}Oa|SH5$P!X*FVzY!6ZKl|H{>uR%C51*dZ-~9cr>cdZd zTaTZf)!F$HtVPl>BY1*2x2wx5&Y_7icEcGr#C@o(f=+~(3;-)^0z{~YY_+&+ut57P zB3Zs5(+???O;ool_v%dX=NmoO{4e7D0S6LbmYw7^h8t$irtb$@}7v#HczIoCRy zE5Y(SiR9H$RLR}FXVJjt`E-W7qF@1lXQors#7N1C*PImYB6S7F)D?YNIn<%q{s-D><4KOp0u^EGaD5 z&K6PD$QXzvfhFm4Ht6+=@nfx=;k}CalYOI?A={5O*7HnPk$*+7{c9zdlR{JG@o@-$ zHYdx>m|bl>cevZJZJ=snuNZh8bR8(@5#ZBjA-mOM(M}~-&(#k_lcc^*vLvcZFPMdW<8SNjx9_js77sChf)ddK23bn1<>CoVH_jzxS7;i#`O;K zSP76rkkaq(>XHqqvV{Y@yn3Rg7YwOrQXfNiv5-l+7-K~rT4;E-3C0QRF`v{NU#F+G zZlW%-Z-2a@cpSTuW8zGo79Ko6dW~#_UdxV_5Ds+(Qml5~evDP|&-QmLprZIGWVIJh zy(`u?jc5US7UrNki1uO=2jwVOGD-yN9#Wj;PZ;2a0p0ctus*FMmCc!%mwaEI*|YRl zKG$?j-3?EI9fS>43c-+2ZLDUgrHsug@3g%CtbaEhlIh;$x9OU4uyfwjelb!$lcHRo z?MT42wF%}vO_%AYuMqeI_Yp)$;L%J-zPBHeIXTibX!|6G`yi~80;IhsfHzcY^*n3_ zuU!~s?x3-ChPB#^R0jbkDTHeMWH_H|&`NIO?576&dvcXML_aFrp>kHgJZ{2HrV7 zBb2-)>>D^Us3L&3ZxeOO(sQmyiC$*NVWI}Ov zd07u0Ld522{qWs4>(y88)xZDCUl)|z|M}1U>$Ft(`CtCBu2N^r++tl zs)qR_ywAw8|@lk||_1nyKaaZfZS2K6bH;YJ&hkfh#9gneR*c#Oq4nnjNyN zAV@(fCZ3!>pr_qxdCBhG`)|Hf-+%Yb`rh~6n%uc{T*n9db^CZxC$|pjkbsFSb6^{S zq%AXWJUhAe6%RsjPIBLjsC|fJSAWMlH_VHjFBh%)xlkf|x1UDbV{sQs=a3_Cti|hn z?54K_#k9W$6hqp4rHWi#*Sj;@iik$za~y3ssZn4j z`O&ISw@1wZ5kU0cyx#p@7zV5k9a=>jc8FrAtpUk?N+W_)Z8nyzY;5E66d+->G1e!~ zHJXq-YR~MbV6FHwutmBWdVf@~J&J`oh*bQnyH4R9*Oq+##E?;^6zz1g%SeJt14MaW zn`O1-PiIYKX?yLl({E*OH%D4$&euUNzZn23gTLHk)1e8G-?ufu97`}Yl~|m`-_ErG z^V}$j(vHcU#|Wp8YMwRL3${@hFior&*Edyj{FgdNEmw^CHQu|rwtwN=4Ajmv00QWQ zdOwD+JiDP#O#CCA8VWy3UelEb?M;PB><%>77LKxldP4-W$@5_GjVmv17Kx!H48ej( zf)c>4u4r{7E2QLeDFElB!u{O#{cR3wNKSa8?Amo@8*N6v08<*Nu;j|Iw>k&; zTI%UmwM{?lg?P&`>3@pfr3;dDAR4+z>08Vd=+DTzj<7{TE7XF{0_2)uP!;MCL@b@L zP%&kG8u?m3+qAgt7b3BlUeshpL%(bHS!%nvP2exC120OMWy4=arls=($)@+<(GO5B z;U)>ai$H5Vwb>&pgmq+2?;8iC6cbIKC6iJKNb4rLh-~YDMSr{l@_>3aU!rCLs&|E? zG#v79zsEJvx{bqHX~nVkg>|XYmTDqD;mot3h?3m^C3{RqCms?z2tTMGar9Ehltp|#*9VIM9U66HmLODeIt80%;_e9dOhaN# zJ#VNaXp&R!Dq^V-dcM!lw3S#(gP%lqz9oGT^5hv%9r=HDQ93E_MpPaC;`{jpU z)am6ZJ6W`{z?wfmQfmouf>2Q>jlA<-ZS6~xndU|g%745NI@3n8^Gq}6EG0kPqvjwW z@)G%J#Soyu+Sj4L;IJP(s-(KsjhxM{@WH}UBLD)Qtp>YeYR5O}*@d-bLIv%meY{^+Owb(y69$zT7b&aZFk z^Dn;Ptbg4{pMFt~o?eiG3586GsX%;Yb5qOJlHIxMtE;+RLUiYb>W_G)V!psg9`Sb< zscoGcpMxXq4`(E)is+P5tuNh^rGtsrdDEZP%EQzke(&@qhA@_v)Ru->4VwJvVvb-U(GS zVSNB!yW``93q#GXx1z`$j43*VZPmM5;2a`;wT$=a?6i2Q^OvF$1kOy~b4-?}Yi93y zGMvI9F;mAh)WJ0qo2!UVA@dL9I4)F_*J#dMUeKllx(HUn;AGIV_>Fqqx`oeBu{=7G zYJW+wGQeF=mh;sMJ#`~mq3Yx^XGWt}=G?TuXwJm|@14OiGEaJfoUSU*y#Yua-^VEA z6yQG3AmFRU4GhTISej`MiztZqRNYK{A6}0XB_nu&_tPi6C|cs@r1zO7Kxg6n&WHf# zm46r5R4(Z*<6za0XWHVeDb5i(*?C6o<$oCbbk{D=IX<{LLY22-N zFFBGHV39ana>~ATLSe+^s}Qv?8R*#FEBMYZoYcW8Tcel?J>((71F`Lp=*E1$6o0YN z?0JCbu-5#>luz<^QB=bBWPd?=9l1tmX6sg7MVZILZYyhK*eWAe-at9$Lw1j)m?ubnW=X< zFguAEE+fslrHILdeyHH0!_N1$gz>!Xt1o@0?tk9BQ(u04zdroz z>w0>6M#JZQDQa*(94rob=kS<=j5N(>mj*AasHcNW9qky@g-S!<#DZ9fS3DG*uxcJc z@nF4Ov3th33Q|#faiO`VL5@09D;$2Arx;?fB-9gwLjO)(?m`gM_$6fgb#Bbq4TUhk z1>+5_>Fi=z7gyJHd4IjEZyr3U@4xeAeedlz>)$SaQ%48W`oo{RRsVl??KXR}dVG3S zAAkBqefZJm_4!x#>(P@_nwFz;mqYvd5{2H1o~ZFRq7OOZ%^WiRK=a+fhd{z9l%(0MFbhOUSYPw%)OSjC3IOzM5hpmagRR0biqQWZn}0)VQqG}*-oh1HSMbZ4 z!oamzA+g&|dVSHuZZV&cZp!3qb6uAgrz~!N^zN(m(;t7Yp1*f@auM+bHHz03#?&p;u&(X&PRl>tZ|;kq7KYqq)^@p zehYHsd+{Z(cGG5h^3}R7{{TglMSP1JGSb%EWWePv4zbH1>4hQ_W@4*)w#l!w#+-0d zyu&_mw%JMCNb|0NQl6KJkXi%tW9{SXgGU?Yy>VVbpnpeTwBonoxR?zr!fi9u=f>ob z3+s^pC3&Br{pDft?=AG60%*)TcBq1;a|(=B&XU3>IVd_kW3i~u66-CwO7~%Q4n&Z7 zq$1nv(Nw&2G+Vcrb&47?vVBN5OI8yB`Wb&(d=K*~)Z!G8{ftCx4xpEJLxsr{O@5aw zhzO3a-G3C)UQBmPHi?~9IL0XIGPp^S98bZZ7cZFY1A7pk1&}`qr|KjtW8l4eCa?^i zM}?pH0fx=3av85bJ|})(&y|xui&B+Nt-+iCM=sjHywPoVzp{gw=Ek-*RGLps+2q#&vx6rSggw5-$mwv*#KjkI)5sSPTn#%CeC-K79`1zDpinNfj?;x zyNF}nrNL|j4@x*Uy%15SWaw-)8U}Q|Tm_o$UFZ7{Wn?f@S2C)gpBs(}4N`_+5jF^V$TStt@TQ}a-at7((so6%#^=do zDt{C<6+=|8!<-Zb;xj<&P6hqJLP>M5*+C43YQN2TF?rSd%;v)^kY;v7P?n)Bopc&Do24xfH18nl(M_#a z-7FLHAGn{{&}A7rnlwodAhBZx?*Ussqkra$N7G2JE9TQ(kRr67fFXRI81fwo@hE0? z4s<3yLWQw%7rQ0#4;rW{?t(Ji$Y!>U1A+#4>3AmSc8muNk<=K7d&D4tQa*a2OYW+9 za_HYaK=g-mu}|rHo4n%RMHG(0uGTP%3)A{K*bz0b1Zamq8Btjhxl>xyop2(x?te2i z35wh|E<6;}EK9z|&!8wtf|KM+NiPFoE8f&iS54AsCW;H1ZRsYoLhSmXqkkc21GE@L zXh0L2@y2IS`yKDkA_|xX-k(zL{`d-WXM6SF!IR0se6Oz8i|z4ZUN7FeTc3RPMSc3! z!&+X#n`+9UQ2@oXR{I#DSCT7QG=F9(b&ZXx$-OtZ?S+O#UcXy`Ck(dbK7e*-u~ zA1MoC;r;Wia{yf3zSz~Y_}=CT+=-x`dxtehskXOJ=qS7w(4(-<*H9V0;EW#E5t4|S z)b%wAJ%NNUNPm2KSzmwqxZe8itM$$suhh@~=Hr@9Hvh#%SpM`ce^obo(|jkDt^H1*xWWd3jl@tLwTrJ>~jd!|!Mx{&KULl3JyNX)>KP zFRs;gS(6*hl8fEaX-SO|$RfEHXPgOTx7u>tj&mp+rv_H3wUCJ6FpK-q))y+^QeF|8~9n%6BHOzVuu{ zA#*mFu&}#za#Xi(9oOOELLPq>8&aoBGucQ&>q%zt zm9xle7Bpwh+^MUlq`WJ1cl|2;of6aJMUvJRumtbPo)2(-jL}6ilYcnZIm_7Q=i+nM z85*K?sep>yyR;CLFNE3DKxK~_ijp398sa&-1w_=m8+EIVy{OyS#vpuFhruc_410OC zoGy8kEq(~->a0zHnnFaDe#3}IsE`dnlk|S;TJi6do`b#qED*?BW`4O#+ti4F_5y*( z7?$JeS%ipE-ri}FV}CNIFvj4$z#<1Z)o#(3VklY$yq76D-J(+~C-4{mFSd8{I0`fh z&)|G&VkOS4Tr`P>H*{~qOld-7wsi6{KvmG}t0;!2SnI}_N2LNfgiw=rq1=sL#Lmey zN}`UVPG7B$Mn|R)iSk>v51gy&Sw*GP@1BhVtnC%oJ@&NTEq@B@G$mX^?9e~m^&OB1 zfzf6e;s2}+lFuV}0$>aZ+a7n}`Dk66?XyBh<8UVbz(9xvS5%kyT-+P=K=gA2%;Cux zrvT>}X*{eluc+zjt~Ih%EJ)`#&yANrKW4FWm}eyMXg+%V+IPVLKYvH(@!op9gBd*Y zO7r@8t?$~Z& zDb$Jsu?~poc%>@O#-m*V#Rv4_usP6e2u(39d7vFc%73Iw?gL2PD!Vi*DVni>io~uJ zm=M%x#F=>wwx!)|@_Y|Xb6q6JPC=V~g|3o6H;YZEP?SzXe~`pB=YCSy`(Wv!E2B!3 z4#a>8ts93wVHZhe&M}hZI~$Z!d-C3Cgt7|A0Tl0=AUA!6F5Gs|s?yaZVx9G4DdEsr zm{bh!9)BG_bdjSdsz7+tgi(;b20$TN8V^5u5xEUN%uWdO(EURQBUBm`hwc5g&a%1i zEHb*eeF9+w9#FJ%ZCQ#xg>?!DuC<|P6@a7lL`t6?M7K@pk+UgxC4ejMSLPS=6iK`2 zni>i=16)6|g9<7sNJrUESYj{$Xl%yY6xJNzI)7!U&(rm_5!za}9Z?6O(`lL=35r-G zIFaebZ@__Pr7X8VS#y!?zvuA0QL~4+pD#ug|1zp<$PB4;32Zqc9 zDX!sJp_8{-UDjipr{BJPr}p+{XcpCG3tNFt>dSBL*H_=(ulL@4qh5RIh5GZq`?w~X zb^Wvd0zxc*{1?Bd&1Ap6{^ntQ@bPE$>3`>6*O%WusHdkFwc6~})6?@hzr0qrb$wB% zPo5AwkxV>B-mosvrGkKg)PZweW}RY<$}pIiuYttGfE)V{T7embkIyWst*&f9j&Tcg zsNqTFvrOlLx>sC3M6%OKv1pFz>;fGHYU1Z%xDM1j?2nvz8AFi2Bm7?3?yH-X=zpn* zf4~2e@7E8$|L)|)=kM0>(X8&AEb7kPqdHm~67aZl=XMhUXzU6k)ts&Ic!dqMHM6TE z9+pUv!>778m!jgNs9T=@a;IPk>Zr}J`dxtWvBJ9~8(I~Iy-=fxS^}(A_ z%`XSI0Vn~G-SUQBWws|t=Uv-3xqnkPJ8oSaua{248h}A2^_>C2d?;R^L*f@OCi8BM zX(U=mOXzcE7(zE#7&;*=o$xU@(_*6Tjz*~N!+c+;w#~S_-3J6UcFn5kmBu_w=X z`9k6=V@JAZ1RlG>bBa_cZmST=noaJ&aSYlpaXoy$ z$5kMTG!_V&sg~!iVmRWrSTlWgKEP@GFh>SYfFS`22L}t;mJRc+X?%qwrHt(Hm$Fg6&&IE$=~22f+Daq>MoA!(pb?{@XNxA-*l znx=*{e1keJsK!kXArdIW%H41a3KYHitazp%RZ2pxhnG%G0)I?@>G-aL4$aBlurZoHjnx&EJ33ery~%@3u(6U7X@f3?2Ac=XA7tn_ z0e!!&R+nxu_hHO7vt>j!=If-p+E`eeht%Zm8u_2PjNaMX(rDTT1UHD)&)TvJeFYoU z((6I%JgX(i_L(*wL4SnKHO{P5lieqmSphg}1&M9g3^bY9C7B(x*|im`x^iP%Zf2)OZbz+f zqQfr8@QhSQy70_l;Pt4sJJwSQvs}NF>3B@uzzDc^RigIF1Ahb-0x=eE|6JF_#YL^w zo4RxR4wDq9J;HxT&%p<1u9<;bCfKkG5i)P!C37a59^@M;&qw9}rAWk1F%ohB5IF^eVuFKep#q4?V8Y}t}19}?0QtOJZ4^g;@V z{=MgJ)y36S9W3_i>FKh*eekdzK72ZvY}Z?KHej9(agJYp@&&1Gw{G3#+F8O<1$*mo z#(x)|0z0}J5d%@iV_9CC0Z{O`(|3xx)aPR;UCoYognzS8C|GpL-2=&0Yjw4OdDahp zKOUeDO{E`@5?Eo`7H|LxDV`mPDlZBNsD;v@hI2IATCT1Ov)~la*g!e)LiD$NB=pN# zq06(`*46sc`ttsRdi|9b>-T=}UcL6>^Yv$c^FjU5&;GyZ=Kb-1`~^i+9z8mviT$Tv zenmRw(|@yTQc16_k)%!e46!fIADyuv$DADw`lG`|6Hh@F2zvt2*!DGZH^_@C9>v#A zLREa$@N4xfkLJMPGpO@LV4sr^Q!Gh&g+&ZI4YI00H;;Rw2?})je%q@)@0pkZu{W?5 zvTmUuus-fw)@;5Fpxf3}~VbnZZ@jle~j50Jp#d z%=H(AM{M8YbCF_05e{<>L`7y7EixgF4ODVF|SF)DK6kDB5~?{1*-MW>(@U}hvSVedfm_>NPLk*01HRZ9AkZA4`q4coXjWcN*u zJ8dqQ&xQ)vne#Q>KEpy$DrBs+LZi>NP>M5yr!H*Q2uMMum@f;SPBgVq_!Q@z#7fxR z^m_naK%u|j`Q&_32HeWkq|&I4w)UBdb3q-7S~RF7VX2L#3d@c7rRJ=(nrG|ucJP}_y4i%RmeoXsBpVxi z=TU#w?pg(5Q$bWn*XH}mb=ael-#Jh>IV!_O0dgUMU8F|)uG@s-79OB;?bod=gn0Dt zDKB8r8PP%lz-F1SAz@n?oWJ(Vl}3berlhod{-8DuSo^m>1s{QOV1F?#F-}aFDWhkx~`Y(!yOf&9oSW!Tsn=>C(1N2vdlyY;ev#fHy-5AOs5{{xE+# zM~7|?^bOoox&o$*rB8`KmBKT8;dRiYE&!8f++Q${IsPmpt@FHbKluGAjK}Vk1Uh`p z*qo~sf0qAlGtpclzG78@pGVQc=Zxor`6S54u0gfL1~;^DM{(DTM2Ly9C&ot1(d zIOOrC31Zi~e4Cy3KH53tJ&SgicdCDbW2Ewq^KdD;(~Z`l-3O0_R;SodV$_lMVSSl@ z9(x9@FCAD^Ivc$B+B5KH<@fVx?_&%?IWK>(wy>Uf zO@k?|;)w5MoDY0vKpTHYI%H;Y*irU1m`)lnsXbex)tU)5&B{t-lAZ711^vOiFOobf zg~FqLK2J2#Wlr@cDR$_>ZfrD?Vow;*TCasr&aI)f1XtU)SZ;c6$N( zaZT%!-+on}{`RXnJ-b%im@j|0pRSiyew#=-9(!X6!Hzxq=v@M-y_dzE_0klV@QqXSh+`TK=?&*Y<6DKDJH6ed+aZ}ITzE%JH zpZ??e;d}4Y-CGB>xxV;+wVU^6fBjKiEI0M54}V*K`?r5zpMCLVUBM=R2IEyvo}8+i zd%di)v(s8#UDd_;nG-#TX6e~dvCjaX=C(kMR^c>X91u}&XAP)dObk48fmJ$}2|Yjs zD(kKcj_vQ))%6v9&j5eQT%KQvMnB!BN+-7EbUve1#mvbWS+1|F+S5U@W)#C>b>y?+EuYd9fKdg7&dUbN|?yWkS&+6{&qe78K zyMsyb9in(TIy!0sANUK#7+XWAknl_pRApIoSiFpLr%R12xMP2!j&rf|OV$JokBNl$ zvmD0Qf?e0m{Iczg9x8f)jhN3Ba^2u7Nkd zGyb_hYvyEIwElnJJ#PWDsT_D~7TyriYHD2cuZ7vS} zrtaRdDC*2GacuQ(6m0U$C1Mp~1mFDuXqhvPP^9y!_1b?2-WRFq@xgYip*Ls7Ic(z- z`l0e!<&07tcM--{i(=bicpME4^?Xlfb2^c&U>cr#hAd0#l7;_Z7~b;w<}K+iz8P`? zgL__?SdxD{WbERO-;-vFW*ht1g_J!d78Nu1jIcG!G}j(@#_AM$l*#){dA#zhDJcyx zb#4WixwsyXMS{dcfPh2aWZ;|zffUtG>VHvH%u~e%@fT0?iiDNbRZB| z+GHz&%^*kL5cY1wE6%kN$o3GQDegq^ut!OhE%Se%&Cw2(f-j4Zymr101feYAK%1{^ zs%Q=*&}$OZ@mZV=bDKKXkhW>6aSjykL1JChzAOlKC!KVr3z-&frvQrYK*b)+$h2Ng z?~ufkXNP9RIU^(j>Zr)D)Ue(-_mSs21QHE9+Z=W~sX2ri+@Xx|I1a}=3w4jWF-;It zc+7wCeuyw>hJsS`T%4FU)Q<@1R|ihBc0z245HXO)s$(32Mv;Z};h7|$2Jf4)v`-BR)!3a{r;uun8F9PxjRh=@3NV$&N@Qz6xr(n6g?GRfZwI<&n3 z8~CEumF9iKrzWb)KlRHA*3|GCpUf%5hv{^4%mrG|H2WDox%o{yG{D3R`NH*XA1xqU z;Nt{kS%l&hh&|F-dT%8_2a)X(;y73%{jb9XT{6?N@vKPc%I}mX+1}3Vod6dYI>&#k zHnf)PadcHAAHA)k<6G*$)*k20_7AGIcaBNtzIAd~rx#cC==5^3|MX(J-c0IeKl)z1 z{KE6~zx~DkQ5TraTjL#2IiU9T=Tu+J7%SY#w>a1{g9j?$Q~=Fp4P{Gp$!Lg;rLw_H z?H;dvvOlXS=lW3mA^FgYCmP*4;r)N0N`e@)+=F~=Zc)?}sV#;lB`UJJ*!GuyIY%U{*M{)6w=|C6tO_rL$=x?FDS;gj?F^~ayq-~Z|ZbX)6cg?N9Bnk+J_)Yyx_)}Sj3Xe z%}Vn$=-6#mwVB-1_4Rq39L;~~2mkbk^@sn{Kc2jB_oQa~H}teSnC;i`@gZr-SnKFo z;=I7~!McFw-nA1djfM&wj@4qA5t`}pxo)OW68+522prP)(mi3)DOOsu7BjH%aGwDV z=r-V4SsS~6E3rb8=C^A$TBpGC~+0BU<)E~q~~nz@T-%+j?XZO|%(WScPNy0ju7 zPm*7oDUx859}`VjJtAQMkogy$b?byWXKcSyRCu@puT zJ2PyW_a;DBvb0Am#}t1?Yb%NPc)>LAGzl$6Rx~ma!!umlT zrL@7b@La}GFPFW>NDZa#14Z4$B*8h$u^q&Usk&_tKS42jI6r?h^-}^btTK2ugEng8 zbACSlT?*X<;z>Ei`WNGfpmk`b1Op7{n7X;yb9bHjigFg(C-50<8M8&dL>^_}CJhxDJUjnaX}98@~v}kXukuLRksj~A6iy{rte}F z_e&uw#NXuf4N!lG*rnIQ(0s_=)VPb@Uj%v5xDkjnsmY)J`JXuX31TyHJsmpSA<}E= zh%ON|>B+h}6&e@Mh}>?9v21ivS-THilaX7dONKlYu@Cr+H z-oEcyWGkJ5hGycSNK_?*>)mv;OTVT&kU|)nB>|UII*NY;s8|f;w6%kWWHr_fq1cQC zYF-v8V&;vvd4zUQ*jtd-Y)WG03n@gR1VM?$H9Mjarw|RXi*-oMLjgKLB!V%yM#gNS z>`Dx)NTmCe-#;Q3q0f>I65hQ{HWO$my2G}%Jpcza%pl-MgtCC;1=N9wTqhDR z{5S4D2Vj2!zx5xQdL#=?AKdAr0aXX0i6A2*XRJN_UAjplB1+8H#U~46+EjFJM0G{A zcIC^2dqt;qrL~v2zSflsu;7`r0h!hFm$7HoQPw!F>3X@We>VPrVx3ir_(Z1fLdMF`zG^> zEbd5`u$_n%A=BX=yP`4lWngabvJya|eKA`#rBX=G-btf zWqdU;i)ke~n@rP>X0zr#VPUwwX2)l@CR=!euWt70qmMtU zUw?n_Q7yOV$iaSOQAfv^T>@eY)D$3x4sCoMp4DQ$sEf-BUgK)Ba;HPcqi9E_W&uI9 zpO_F@#cnCDiMi3|W<(1O1yu9d-A6DqdM0A-bSA0cA-__5oM9bOKxZvhfuf9xVgqJ~ zKiI$f02E0{EOxqP3l$-VuQ=Qfj~8|O_=tZLqE}vgu73R9JN2XY->v6SWbED4KmWhk z&HMAe{*ccYRtLZQ;FJ30hacBxUw%_p*UOsh&Fk^g^SZXx0pb-5%U8?mx;nq$3|hcD z%$QMR1wME4`LK3pR^?NYgm;B=k{vu3FT(i1Q$uK^N_x;1Jr+bZjSYWI&OLPBf~>?AHYY{#++SPi|l@q5zrYq zy^Gf8>~h{jFiVQNDjor10mM{3B0w1D2SH1BI@ASsF=iVjjTFSjpmz+g&k5GD`_#Ly ziM5JjiN<}NEMa<7-t70$XOtU=L-5vxj|(yuR?#l7FDr@<#ReBku@4w%YN3DJr!WfW z<|o=_xgjhCN+Jpad_UGN^2#+Rn4Yzw;Ds3^QFZMdX8;@)CEFJ1(fIcTgl*ypI?R-3 zwmaa!*umy{^n4;gRL)?VG1Sb+VkWM;mEWkvYZ^Z4&T+eETQoK1hYDC-Q)bK5p;n`z z=W%0x(>je-rSCmc-v`A_#1el%Vb`9vi+%v_Qey9Gxfghd5$J>o6du1P=b?lVHMZ5n z5~JMPRAVI`1RJ32JLy00j+8eWltIyi_=oRRLjhwL61TJQ2a7@$U#?}OE-LW4H7z{f zt-3>i0l}9WX?LjmtTCV|71|@#;)0Pmg!Cd*(CJ<8_~f!f)@M=E2TOl$I(FHWu4_aj z`wJi(nc{3#%sjV}cdP42moB+;qjcw8v^DSRw?Fi5?&V&M*UFSqrcO$9cp^1z47~4KA)F6Qsu=;~Rl ztcPIUiqG*OG=6hgSz1=qGUqRbWrkH-QduGXob3< z(R)mnM-u#|l{kP3NwsheP+iIui;{qX4}XUN+Z5O%Z#bRHru2Wtf{VNfFNK?0(c4b+ zBMMD;;8=yND6i@~5xN;RRzG-C3@2cZ0Z<(Y(KS-wCqw4}s2B>RHlwk#Hu^u8 zt6p68@6}3c9YTu?H6J;4G6|dRY~ZY1pj%25L@Uv3f`-cR;h;vT2<(%iL5z@CVqQ$$ zMXax`s?-h$B-(#g`WmSxV@EU*BZ=1dEVGXSnT&u=3iCaJ7A{uP~j&^`Q zLnCU%8?N~V_ib-LBW&uPh|ZOSiKR?LntXuqPl29dF90Fr??4wU{!e-@3{wWXaOmj1 zqO^y-sU!_aoYc>J0DDd)CbT@XxxFEQuMX@CmI{YQqK1DXxt>p%)GTJxx^=Xu2M?c4 zzJ2s~i>~DN-+8U>+&ZdHKmW46dHA%hL8o0^)!MVT$UjKMu#LsUvz^#OST9%uR7GW% z-r$-=wb=OIYF>n~i?kDTS&fFeDCE7^=A+SQn{Q?QVY?i)AuMB#Bs!u7IxG=0GJDKJ z8lO#bcO8GKG9*U4gOV*~@{}xqinv%F)xqIho{Za@Iy*nF?ehRS_UfAlXLWJ$i@N{l zasBYUx9iQ=}wI?VHtNWB7m2-Pf?WVBTesoVC^7hWN&W#j0`& z4_NE!#4G88fQvu_eBr&#=liv~z?`R^pTM#;)jV;n1Qn3 z^XmH2$tq&UiiH@)OtJ3dW3{YzU%6B7zVmkdTF;k`oa#T3wps*JSAE;k=L7OOuJ7}4x|>aMUb35vK#)BU;g)e6bM%Er$K zUEe9d%+N-Md@D3^bV$Rz;@?AnXGmoA*}8wz&i~V=&Qj*9zOAzWNMLJ{G{Efl@naohigL52>+n z?8S7nJ99;;&z9r@Sx9v7Fs!5ifh`1PzC7=x2^N|$V`Wgg7%~T0gE`ZvyIuKG?&b12b!T?e25}ugvJ}{Pu52begZe3vd$#%{Ra2)Fv_)a5ktfw0`Vr6VSqmdp4WZvA zhUC*VjuJpdpHC)Gly4zcM=|g2xhQ{Sd=-vbZyV0~V%5qQG$4TAlMC4}r{sy5Mpber zuN5ojQfm&KJFZbQtyVSJAif0Px!Gw#B-c!Fm%ZLQ^xC`p-JS=O&4d(enY)$>;Hg@% z4iq-E))+yb#nUh)eqrQ@Rpd!=PJ`W0`pS$*(42f_k%by1rNq$)TtTq=Q;C0eqR$Ke zv=@O|+@=xYCcJY9cEBN^7>!$@u#qJZ+?GFqRaTIKnLqX_}dUX|Rze76R@r z;+aF?C{)KR$5<0+hAHULGf00|2J&MB>q070!Yvr(a7!1}6xueZZ;C{W`;-ToE780VX0nsm0<@?`Elas`+eQ z^C`qAPAEiykbxPz)oNS&FWuWhgyq4br}f$AU({C*&q#}5cWZB2v&B9=^Ku|yKXILb zKJAVXkx9NESTVq|CZZ828q^Witbv|Cfp@Fjwki&Z8rFFeY_WgP1(hI!bc)ZU`e3abtejzwp_K_R=Ui}TZZ;r4%`-h2PedjI|RCf|Afxq9Kb zTeUbq*BG;@`*nD9P)A3LR&0SzJU^K8dT<>oVi9ivN@!2Bd&sN=$!XL*bNt$$ENZ%= zC)+c2MLAy+<9ViAX?g^(It_4~5!UEMK;7;KrgL}v%p}{IpRqtk6BXMGLJ^2920B~P zrua=!3Icy0jriV*)bU!C*qOp=p^mUTZmf*F>(S>YGkA^Z`HbD1JU)SYxW?R91Rjtp z&=A2?znn<`=y)Dmn5GA16&;zl6QJ*oRkLF7J+||tC+C@&Yc@)Z4O5z8H(xgA67r6V zhpNFpEokK;Ry$7qmNPQXhsci2gV8Aopy%8+YESBaJ37#SDuaO5?=*rJt3;-$2QlEhS zZCwTRhKwjIUmJ|`S@-;W=d2!z4mD)37o@z)Lee=V{?bqv`p8NL<&}d#XTa~@{<5MfOLa9E zQ*5uqI#b;d)_{H|*gV_1VaFbI65^bIB>g@&JHnoe^~b0MGIm;@F=$u5)8k-ku0^cT zUl?)jyic}lyAK90(z3&R*yKs~PTgn%-H?B>ZY9^Li2P?)%1cXEC!LZNQ3q8>3Q-9+ zTxh-MSV=^>Q7HqC7Z8UIiC{!tq-ifXc9{$9M83`X*%+AmTaEJJE)V0EINd6My?{b( zGi`yL6<>3bKi;>cP`Md^YO_6{ik3mUB~qDJbC8cRl&J!Fp5y=cJXq8n$n%1;d~Sca z4@T+S(0pvTzjTajP->MhO5``;iLUIGE=(2}7GM?^7CjcR=rwxJ(>cT{uqjQQb)d~V zCjv7)peW0F-Kk=ngW_hEzzN@Ac+lIbS=N__yY)M%o7SFlC=g>OSwKS6FNYb(SP%0R z%W5Lel}RutbQA;ertayy{NU&lD+RS|&2&BRO)f@u;j~jdn3yeK0gk|5kTR6-Tii#1>src9p``Et+ z2bZ_`jzRAz9Nf-B^d=c zvR8WtQengUpHmnG6t=xOJUpngv#YwiT-CP^pG;=c?e^&K1$OwJ|Mo$B@y&z!_Q{22 zJSPhp{;pOxq<(2X9P3*sD;nruY#L2(yfPek=}ZAJeIWeVDMq1Y<+P#M*QD(3R|S@Sum zkPxqdpW6QZ?YdrG*7a&rkDi{_r=NXUKl$-{_2%oZa@O(ZfBm657V>|u#PfP`c2Qq^ z`M{obU)IAXPwSfV!|>oc=Vv3qfU!1;y4YmzA$!IA8`p#YB6XMoo2fg-6NTLkpyv`> z5Ctc`Q~KG}&9!JfEn)2n(Ncy~oYEcu(*cZ(&H_QFpYz%528tF%D;uKHR+r|iq{V-< zc{vM@!jRsCj6f~@>ZWwNaA`^}ei2vLDbm^7sh!&5ZF`eE5QX`Wu%N^#5P4aJZcqpJ7YesKbwp+ux z@c&CUPn5~%BJ|kZa>ShbVJ=xE9sff|3_%(UALSDkL$p5~W5WivVi-9ws2`RQ{*Px@ z0Au6>-72c(2?5I4(R8u9XE4(OCOC_vyson}MVLke?2&)!t`pfF&uD~(W zpfi`b8*(*ZnV=f8{zq5SqhvEMhyvR821FZ88}>lf$FmHoJg1RL-Tut=5?L~BQ}_@K zf*QmMwOZAK{_ zTd%oYB+z~%mOswSxw>ZVJc8C}f4#hg@&3@^m4UgQ5lyy{utXNy-g&qK8N|Ay6;Ht+ zbxF4U{?lb1XE$2sD{GweopcL&z!Iwk0a56(=H-CA;90n{n=ywVkshGGf%+j675yCx z)%br*@qh@8cNYb2qCLZNOF<;>t38TfkW)X*aH?}HF$W^89HdqP#nwC%VyPUCh;L9Z zN*{-YGR*dAPa34)Aid?Mz1lNl#Ge~x8**(7aLuD>HyDXNYLSho1Cly6ct^Fab?B0& zk~rLVxMd8mQNc@$lvH%~KHs~|f-^rzx|@HW1=pPILvC);t?kca?6l-}bt?Km1&Lv_ z6Rs|6ukN}=snB(i7!?s!8o*j*HG$s-vPk-G-&&I%IGs&u_VDTC?EJds&!22hjt}eJ zy}Nb);iLNK^RMgr@~rmu;GKs;#I$zWVu*??)KDGD(F=1#WAO~~tQvUb%9_Oq&|iN* z22C~0)(E!YAl)?LJ?!fDZUWa3y&gMgWfu`MEqVu)YaZP?Fb-g=;Mp=hTQUi;A<%sn zGK#Jq!Woj_7#!nFS*>sC^z8F`e0o}set1^zy!}Sqy?v{WPSEY!*3+}6_4QZx>$Bf} zRloZ1vwHIMlAd;F7f^+~VFJV%yVZZH&QG68$O_LF9Xe17Gb2S5Txw+jo>Cw%=?xN{ z_Du|RTXNpdHlC?qDlj$(v_Nqz6}*n@>YaEt7-w);CH%d3hnoG)2!g&Jv?*DOfFc~K zcIKVQyukeUd|KC+*L>Gk=TE3=`kmW{^@I1`uJ6A7^5nIbzf*Tkj_T-e#-e{2-R7f% zc`c}p8WqfbA6g#WMFHj%-lUHo&-JS>(9dx@}?N5CF!$ND?gSYuHXo<^&|g)S1q*!#q`wW1R`2 zoB;bm^X{14ro9r^x+uK7)`5S@*eRTS4zB^Xk$C5O@8E2}X&Tn&`dgCSqpuiFJ#XpJ z*2UN`zQT8qv%?Y^-OW=^0qEg zng&VjoTD|mVnAsWE&!oz(bGH!domq{g5I%mAslY>J2cBk>&oJH1i63wjzx`PuGorS z(*oH6!#uKQbTyl4hDd8h$P%KRgH%=b&H>Q9N63>6s(3R}RZqmVMs5AJYxp%@_Kb>rAYS`tUyNftkG);jREA z`J73F=kUB~JrR&Xv9f=?!8D@M2Jo4w!Y#9fR(#DS?HjA*DYV212!WYpz?cv}cEU)% zVJmubWF$GADd1tB?X2O^?A&?`X+m}C=~!}F%fbN1l!{se*80#Q4Sjv6#sr-==&Cbb zo>aWS1GAB*mugp)Gy9&Yl#_xsL@Y?Sqby$hN#KGEwIIxS-FSad#B4ATUW=l!e0`WE z*&Gw=Eb^dBZ9xn^9eGsRaGf?9CC*-O^&pvu+=OFT36J7R_TpeGI>60~uj2iIyKR@Qa?5uGMDM4_Cgk z02L$hVTHp+*|5xWlA~-ITq6gKgQQU`#mFC(k$M*>U9SAD=JjaRRZ(49t8OPCMkUWK z?)GG{0kW@y_eoX6k($v(f<{jwt_8nc%}MHS+K@2!j*5Q`CLyMov<>F#&z}p;?40+G z45@pmPTpXB;?KxGJ9%-p&~DUD&vrKN#HeMq9o;=|T9-(@+M(#n|3YuE)+cG*R%cD} zl(muf<>6?q1yWOtthQv!uO~@UlTzc8-s$A*dfT5td zJ|$O&M@N5kuwK&^VSa#pyCMAzl+DY_)#T~fRUIA9>(1R<+uOHK>cdaJs?WZ9s5J!{ z@co7S#2_v~>kACmo07S2L-UEmhZ^-&^2FNLL|4TwkW!h8S|$ZH!p*ym(XN3P&G+fR zYDMr!IoDPi=+0P25%(IH2?i1v)8$v9IW-o4D_(yWIz-DW6eGA+3p;J)0eE~2p{uHk zt8eT4dR?D<`E`BwwO8w%ci*b3t7U!q$*1+nC%>)x51!QHrx&$c-O#5H_6_;H5K~!R zU-6!a@B`e01p(-g`*Y8J_D-$r4UlkKH4_3&koY&Klyi%MWlrwfd1dKuBv+xntJ9+{ z7{Pzg2t?dS&Rd)r{JFi)?0*I839SFDXNjO$g>&#{<2zv|7F5@HZC2N{g-remUCA0dw1&g$pJfdcW<4rz(dy;eUTB*;68ARd1ge1dh$bX!!&aws>Op&tX4< zztCr+V_g3^wqzPDQRhOEy-?~@Sn#THUK*g}7>X7D#L7!gJv^w}drv_IK6|0o-(9xL*Kzxhp~q2r!sETW`S?+VzY=D3~K13Xf0(doJe=FFQ5y z9=q8+ZydwIVp9>&3pwR*nejwEBpV@}3))xQ**=`|{Q0gp7Zo8MfyR1_o#LCbKWj+V zHaJW?tIKDX*}kEuG%yk`VSI^x>4JaIFNu^}GuQ&|M?sr~l;^kc80kU1F`(oRkd1^v zzt9V#39;R)&0x@;W@X9Eu-F5wnK8xAR&5KJ0e@ zDP|-#K#l6t;`yoj+YkOxTrd`DVpe(nTy4VM5%`~rW8|854t-pU1f)|Bg1N);dczO7_^Rs5~v)cZE$; zBZLNap^`iZbzC|%Q>uebYJ-178Rfx)=IjO0XAGgwYR!Vmo^MQEaep@Q&I)AF(r297 z#%_zFWlf?=VAHh3TS|U<2Js}UT@_N_E2$0qt90+;gN4s^@Eqxj?k3@9N$G3Bjc!Or zK_ccX%Qgf?UF%!ZWi>O`8E2bEQ>YR2{4<%gCt$}cHwQtODMhl1E$i}fS&M&1rxXC$+rOF2U%t0R zg8lsMV5i_I*(JgsP=}hf$7e zevvrTCH~OLWz#4D^rX0;AX7wGZ0yZhrO2=+Uc_Ioy%!_!_6Fj$LaoxOXzZe4=5USq z!>a2`8S`G8Us`_}e6OzYxeuP!*AJf7C!c>?pZ@k6uA{HNc~DQEp4HXGs;;h9EbL&Y zPDA_kimHX0{{vM~o_16$r@Xg2+k4}zcn8lA#}U)`=Uh%kU^5!Q`Oq%-pjg|zs5Czl z-zkAb>JaLkD1lcuD{;Gt2qA$mIt+>q^aGg+e!}0y5#n?0L z0kJc-l0tMS7u)Y04U}6aZ%AZ=-;InH0W$*N1fq4OMwiy=iKot!%y4%hy%a5-a@U0+ zTITL=0nC3MfaRSD^RumFN#HuF~R z37<20KMn9;7goY_uq0?~8y7)1W4hH>fOCuJH7S1N17egk+9TB_@w{{P^$sEFp#;1v zN|t{y8L#cmu2KUj@h!Gh?Y*!!WRRc%VI3^Vdcn0pNF)r99H5gfiWFN9uO+%( zV1uYplYF2HNhw7=6&QEtT$WYPkB?*4DV{LO38nW+IvxB!NbMiKVA+vsjBW((0F6>I)l=h z!e`zif)CZa61y|l+Kfa8N`sR%6%QJ0l!0!i(zU~aUs};^G%*zZ(wKl75(0y$%=AXMD8-XPrwww7B8?%e4r#bBBM2 z34m!Y6C<$AI5jQbfl?avQd7#3Jc#0H+lB~h4E)_r-O~M1?1CHHL(oB6a#5|jDlYxF zx%g}uV?3{kcf_1*)93e)WT2fN@f$0n;X{!y0AU8TtEnlWtCg;t(W-2W7Qow~zq?jK zYsy+{6cPvGet;`s)%=9sihR6mr!aqf-uQ+4h<(T?V?BNa!P5Fju{DUd_`&n{B+xq9 zW8pG(dM&xDuF7spUr9_lv{Ii9su@L8eqQUS4WLV-_qda6dTK@j;p>95Sy|fI!WV%lJwMDdSFzG(2txTxdwSA_<0AyMUyB30BRw~) zt;NAXT^?SuctPTRcy?J=%gtmlo!0T;V*BEYFVrW${krZyfa&(KW(Nn9xyLUc)zQx+ zU82MVd}(&Va~wl3V(}Fb7SDfqf@M=!^k{whtI*J#@%ludiwjCxZ2Uot?sjT+b9jGy)4Q>+IswnlCW>yJm6s zY~dzgw|(n$D6~-ueh+{K6ghZNNlYDPV=0G znr;`FQ(lx@K}81YgETO7jRMS-gOBS*#oSJ|lyz@FIsdMLSB)0=6+^jL->ZVwIb8CS zi9U>DE&~-<9rg|k>7JDHVRo5gPqFZFLqMR8?zbt4Mo@o{ex_(*^^u#rx(8wMxPKr6O3eqzDrU?#OX`OQJWP)ef- z2z?oM6WOkUsJ6FhEbVtGc@n=@2Tr__G6*dx?an=xPZs#qy_gN}TXqXhFkCe7dU%am zm{`l)vK$!g2XQmv^!sU^b?y-9;F2;Rp9MWe%&C7j>P^uS8e*>aJ1{S^S!yF696&`g z9%=gC2@Evx3{xdT0EHVH1*bQ+{et9a(hCvI67+cna?Sz8^M;X~wxgvX9z4vFfLcK* zfg&HIwXV({#ciN?=dPTBMO0b+Ob6ed9LD-r&2VUd*s59@^<|JjAX}wtYPHiKrGVX~ z&=!CCl8zMGOVIDIcZq|Vs}pa!Sex5WA)ano<{wGV&9HDNAf$7MKGC;l7nO+&ehPTe zEQHiI8V0W)$)$dl)Lf@fN)QwHckKp#+^YYgJ5Zkvkey(5b2akAyCgy3V}B7j={YTV2N?*rHT>IL4n<{>$!hf zA9_i8(rIEc5~fE}Ggf?Jf$muf&@yQnyS}cv+Sb*z4q2)iL%<8lowZ-*=MZE$;#DlK zR!k7!dq#nm&4#p0>_y#Iz(&NB8GQ%$0p_7`j^DnPuoBi9K1W@CCk*URS}-eeZ4Q*AnC)^vH*LQ!SgN}m5N05NYs>jwcDZsarnp5r5lvjIb@}1LP zYF+1-=M-Q0;oC3QPk#J^dh4y%C&z~eb#%C2M~hh<9?eM+#(8&eFeShML5yM4mDdCb zcD^6a!~sC$e&OgxI_zCdd%pp{7QRaI%i<+TX}ab@zXK++i{d@3Iw=K#&q;sAchd{` z9s=a*{KuIV_6o;QoXD{|fw{GSoOs!e-I?WOymIlXG{HdaFgnqG8xvGJw-5OQyONgT z2<43TYmp)R0H&bRdD1wa_Cox>M%6?mw4&%Gk<}5Gd+)SJbt$#>L@qM$9q`bfAv$?P z;yTbGP)z4)RI6F^h1EjDEJc5yB0H^GJcHXQoXUHY3-$R@+$_KXDm%OD-_|v+wQ6rZ zpar}tCugm;PS3#o%@O3rm$(_gU zc@_aNc=kd72~7aqJO0icGZc^p#dOBVN(lGDxI!OWYc*J`DEA9c3g3UrvtNg!-qjim zGI{RG9;t(n0q8ciMZ=%LDywOqdVebKQ!bAObf`C12JI0_Pa#@H|O(SH~?r%3>b%uDA-DNEZ zwg}!2{AD+rTCkx7MySOun;6lAr-Nq z4s8hW*d^;73I%8mFh+=kG$AP?Qk~F?S=|KFFPWq|QD}#SlXri%U**Bks0NnU7P@G= z1#CPNszy^IUC!jpLykI#@pl?R9nqEm1)%CE$ZOU@XtpvnEuy}#d5~~t4^+w|hAtX< zF=hnIlE9i%%q)WkR$b^Zv0#BQC^EV0Fv^aHlA5njHdFB@0fr)GOo~;s`WX*WtV#HY zBBmJf&@s)=JtuzwY=t#oI&Cm>$TAatzdey zTBd&8LDPDt(uZDC0L(S1^V16H*7j*n03!K2gq^#`BPlp4-3$!TVLMRQcK z%za4p+Zhj7bwwj2p(m30syxFK;+egP-bMa?6ajz1^^5A*V>I6HH4L`#J~PkTI@4OW z=^7#7!k^Q6qR?%V$P;Ln*Y_XRbUv>;ckc0AIemI5WkMk3*Q>fXJL7qV&yL^-W*=ce zFbkcAsGksw6?IUa^D~xMh5nrk2Nv@xhKWv7 zeN%t77Ay*|&nNDb85U`lHC!+73Duq=wFuAf`jVfI4zT6}tJV;ZS+DA9c~vjpyHh`T z|LywzJ8w>&yK`K3Zy(p4+lTDfEf&){SRC+k@l5eWk4--ZbSjv*a!>01*a^iN2FPNB zJ61dbg1hRmVv1%(BWjQsiQgy0eE?~OncRQS!^X2&Yc7g>eGg;(VqI~pp>=$mc)2j< z`y}-kdrqAac6|o%IZ=qyn~67PPoM)t@YFMHT&$6Sp}`+g&yL?0)>FpXoW!Om7swce za>p2)>F72`Fs?CU#Igx^o3)lCQUF^E?9E(0`(K?dcjfK1so3oIVY+K5;ObiM3S@tU z{n4I8?5tAuCLt%^-Yf}!7QxO&-+nfy>9L*y7Fg?0O!X*4a+aLwogmS*8YGi1tD+W% zd_JWk`E0x%nGW~@{aWjDUaKX<;Y`;JbBErZptWymgBXHX&QXu9cujB;*E*GVFt3Tq z-HL74a|(?r;`2Om9r|bYuuVbG00DmjKRQzgFbtG@8Iwy@z2lTBbkr3RNSV8=Rexr`%YH zJ;1v5F-3wX*f)&xxL8;5tbAx^KN^td`ZxWTxg_2L&mysV0-A%-hR;A;$w+^QSeF?o zanVd2g(lCY7|23CzQ&3x5WY%2p09Mhxe8(tvr#^me2|T{c&D=I)a`Vnro0D=CU38G zekA$K%4bMk{m_lBX`mE`F^W5&UI@lAx7A$G?#4{e>2!fzPLm1(`3j|jnHd!gWWw7` z?MW7vmR!K5P*Pa6Tz0<<)jNM(K2?e0C}v{RkH)4Ebm_rGej9FuuKWC+7J-Yfc8|JN z6?5vQ0O=Lo0Ub~I3#mJ)U_Byc?4A!nn##RUr)E?4R5=hiHEQYSQ(9*eHu!Al*xG404!{C{jfUP2FKu>?YmQrx4!#(VssIS_b zywP)!tN_S3*kcEKHn$Maa!n~_?0Fa9& z^KE_n`ImKlby$q4$-U) z-DfY3J{omiVlD^x zeRi@F(vx&0w<;PXD6tEM@{Faxkq<(HaIIiQH3i!|beDf{o1WPN-4hl8Sj(Up^_+rM|uO{$iEHbdpaJ$MUVHBgApttFN^8wo^U-?`fo(1P<;jtNryG!3jF@jdr} z9zhd(@_bGT;4p!-NBSYl!kF<#&ob{Lpd-J3i0L^iM?hKgV$Q9eIlt3g8RKR<-_RYx zx-=cR*;3i;J@2Q_K=y7E89NOm>vk*>WHLL6c(}SyIOA4-*RTx{IOrCcW=TuMk8;A$ znxm!(s5h*e223v|0S={^Sioy?3IUn;d zSPiviQa^XeE*e0f6m(k`b1KBN)~M1-yKopw;ooCE+UEi(S&IHyT2f&Bd8|V3QMFNTFz7}7 YpEAr&wiBCM>i_@%07*qoM6N<$f-D<<=>Px# diff --git a/pyproject.toml b/pyproject.toml index 7c0fcad..02b5686 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "moderndive" version = "0.1.0" -description = "Python companion for ModernDive: a tidy simulation-inference grammar, regression helpers, and datasets" +description = "Python companion for ModernDive: a tidy simulation-inference grammar, regression helpers, datasets, and dual-engine plotly/plotnine plots" readme = "README.md" requires-python = ">=3.11" license = { text = "MIT" }